TermID Term Enrichment logP Genes in Term Target Genes in Term Fraction of Targets in Term Total Target Genes Total Genes Entrez Gene IDs Gene Symbols kidney-carcinoma kidney-carcinoma 1.01636531617104e-25 -57.5483944771617 3756 767 0.296482412060302 2587 17385 51552,11116,9682,9091,331,1659,51110,26051,26263,29904,1031,1020,10783,9910,5887,6429,9972,79102,29843,5094,64223,1263,578,2067,22836,4893,2551,4170,10210,10592,8541,4171,23463,57403,378,91107,4087,55717,56852,3984,8312,6041,26224,7029,4086,1870,27250,5214,6749,11325,63967,389,7204,51715,64781,7155,2145,440275,10081,3693,83464,4000,54606,51136,3632,4174,25793,9678,3344,50628,79902,5261,9295,3475,2117,54505,4605,9100,9774,6430,4350,2002,388,5792,56986,114885,3836,2114,1845,4190,57231,11236,57679,54583,391,90933,55809,9232,9557,22974,4627,83540,5566,3895,23011,23683,26233,1854,79876,57122,51434,25897,64783,26225,29886,57120,3419,9448,1153,1871,4209,3301,5861,2287,10521,3796,6873,5515,8881,11157,23603,28996,152006,2521,8566,5536,348654,8975,6431,91404,80143,84335,9354,51447,50615,2113,11020,252969,79660,26273,6118,2079,11235,25932,3696,79723,10075,5511,381,9138,51512,79833,89910,54620,3613,3945,5170,6780,5530,7083,7128,57062,51426,6867,3939,54545,117177,10212,8301,6117,5426,8030,5307,5597,10447,5371,64782,3148,23179,975,7533,3476,11124,29945,1355,51202,81559,84919,29907,1457,9815,329,55120,27,4218,5111,23225,221294,3572,5296,7516,2120,4603,140459,5796,157680,5347,6670,26469,10801,9978,6628,10635,9874,2764,222484,990,4041,7335,57050,672,55193,5869,27005,6009,89122,23219,1107,1874,122809,9274,8754,3838,60,1855,25913,8650,8880,3300,85409,8649,29127,1327,8621,203054,5870,3337,5532,51735,81671,8932,7507,4299,9794,9267,11057,83696,2181,8861,3845,8491,27102,10277,3663,6257,6390,51562,996,79728,9167,55625,10856,9133,7874,9092,84231,2305,56949,6613,5093,4067,56940,5886,6135,7409,7812,54534,5164,5687,4193,5300,5134,11151,9562,11171,79685,90864,1856,83891,51780,55114,330,7832,7879,23234,23401,9631,64421,25978,63931,221079,8667,57602,6426,54431,8449,153478,1198,5933,11329,7975,10922,115426,55192,1174,7517,8648,54532,4089,5892,57508,83596,55388,27333,81620,10865,79677,9324,375,1452,55681,4189,7037,8323,5771,8916,3662,26039,64794,23595,818,6048,53942,387,6643,7156,23365,84759,9416,22931,7726,3840,10016,150726,51382,332,7030,55247,1869,10868,3614,3516,7026,5223,26750,11065,10114,23511,4149,10015,102,10713,8454,891,121457,7329,11315,5867,8801,994,23228,10342,6605,1786,988,80228,7071,208,55872,2788,11218,9212,23326,899,5982,865,84932,8661,4216,55608,3087,3688,5778,138639,7188,64393,3066,53635,23586,5965,1329,80331,63922,23708,7410,5562,6240,9493,54205,4853,5663,133746,8837,2280,6184,55298,51320,112574,51564,471,9989,4436,1612,23194,1537,200576,84282,2771,54882,1936,7014,9655,55274,55794,5558,51604,4242,79837,8289,6016,55818,5605,8165,355,55361,7520,3151,159,847,79139,5204,113452,47,9063,84669,5534,80124,2821,7528,4217,9604,1017,29959,1029,1788,112858,9230,9322,5894,23512,6195,23451,5879,598,6389,2783,7957,1912,1399,54386,890,6464,22992,5899,6477,51377,9663,9306,30000,1027,7159,51755,8819,10576,23476,10982,5983,10473,2077,26502,8452,9088,8697,79754,11232,23085,10155,90957,5889,3308,5525,3716,97,6294,6772,6400,3014,22954,22984,7518,8745,8899,121268,10721,9612,4204,6929,79872,641,23509,10363,2309,8766,10459,152789,11060,23396,5728,10598,8313,5781,64708,9040,10499,2956,10051,65094,79836,10276,140609,5877,158,26268,29882,3832,2011,8772,11335,23014,2768,23646,5203,4236,7027,8570,6992,1655,8446,9700,79711,51463,50619,1642,6096,23649,93183,9592,7325,6767,4763,11156,55585,3267,22933,11004,2286,84196,8678,1432,7844,8930,5906,998,9775,63892,221895,11021,54776,6917,4968,5926,9830,6733,10920,81603,4690,7428,6241,80335,23760,58508,6659,9262,25929,80319,55293,5496,51719,6794,11200,10980,28998,7323,23556,5504,4659,4666,9159,23389,9967,5997,23039,23165,596,9735,9690,54764,79648,55728,1456,223,7743,8804,1613,55843,84930,6675,6478,5306,7534,23636,5928,10140,6602,10163,4152,6938,5564,81609,55870,4191,5395,6597,5326,4998,11344,1105,4084,8078,56681,10270,5537,1431,57147,10006,10126,9166,51132,5450,64320,84108,339175,2739,4967,23299,2178,8050,25788,7818,23118,7289,6778,2289,949,2620,8237,57154,5594,55844,8535,27000,8760,10045,839,8480,257218,2138,57410,10926,53371,26511,10608,5305,5996,26271,2261,56259,27252,10010,9181,6774,83786,271,1455,6868,3150,259266,7942,5595,8897,1351,6428,57178,3420,3265,7013,5866 RAB14,FGFR1OP,KDM4A,PIGQ,XIAP,DHX8,LACTB2,PPP1R16B,FBXO22,EEF2K,CDKN2C,CDK5,NEK6,RABGAP1L,RAD23B,SRSF4,NUP153,RNF26,SENP1,PCBP2,MLST8,PLK3,BAK1,ERCC1,RHOBTB3,NRAS,GABPA,MCL1,TOPORS,SMC2,PPFIA3,MCM2,ICMT,RAB22A,ARF4,TRIM47,SMAD2,WDR11,RAD18,LIMK1,AXIN1,RNASEL,FBXL3,TFDP2,SMAD1,E2F2,PDCD4,PFKP,SSRP1,DDX42,CLSPN,RHOC,TRIO,RAB23,CERK,TOP2B,EZH1,EIF2AK4,PDCD7,ITGB5,APH1B,LMNA,DDX56,RNFT1,INPP5A,MCM5,FBXO7,PHF14,FOXN2,GEMIN4,NUP85,PHKG2,SRSF11,IFRD1,ETV3,DHX29,MYBL2,USP10,BCLAF1,SRSF5,MPG,ELK1,RHOB,PTPRF,DTWD1,OSBPL11,KPNA1,ETS2,DUSP3,MDH1,SNX14,RNF139,ALS2,EGLN1,RHOG,TRIM41,TRERF1,PTTG1,CHD1L,TPX2,MYH9,NUF2,PRKACA,KTN1,RAB21,PRKD3,FBXL6,DUT,UBA5,NUP107,ANAPC7,RNF19A,RBM15,ARL5A,SNX8,GOPC,IDH3A,MAP4K4,CIRBP,E2F3,MEF2D,DNAJA1,RAB1A,FKBP3,DDX17,KIF2A,TAF2,PPP2CA,CDC16,LSM6,CORO1C,HIPK2,RNF38,FUS,PDXK,PPP5C,GEN1,USP13,SRSF6,SESTD1,SIKE1,AKT1S1,UBE4A,IP6K2,IL21R,ETS1,IFT27,NEIL2,PPP1R3B,FBXO3,RPA2,ERH,PDCD10,CLIC4,ITGB8,SUV39H2,HUWE1,PPP1R8,ARF5,ARHGEF1,GTSE1,GEMIN6,UBE3B,FBXL19,IMPA2,LDHB,PDPK1,STAU1,PPP3CA,TK1,TNFAIP3,DDX24,POLK,TACC1,LDHA,MTMR12,RAB3IP,DDX39A,PICALM,RPA1,POLE,CCDC6,PITX1,MAPK6,FAM3C,PML,AEN,HMGB2,RGL1,CD81,YWHAH,IGBP1,FAF1,ANAPC4,COX15,DDX47,TRIM11,PPP1R15B,SNX15,CSNK2A1,GIT2,BIRC2,FANCL,ABL2,RAB8A,PCNA,NUP210,NT5DC1,IL6ST,PIK3R2,XRCC2,ETV6,MYBL1,ASB6,PTPRK,VPS13B,PLK1,SP3,PTPN18,SEPT9,RBX1,SNRPB,RAD51AP1,TLK1,GMFB,LNX2,CDC6,LRP5,UBE2V1,UTP3,BRCA1,PBRM1,RAB5B,USP21,RHEB,TRIM4,FBXO28,CHD3,E2F4,SOCS4,BCL7C,ADAM9,KPNA2,ACTB,DVL1,POT1,NUMB,FUBP1,DNAJB2,NKD2,LAMTOR3,RACGAP1,COX4I1,CDK13,ADCK5,RAB6A,DNAJB1,PPP3CB,RAPGEF6,VMP1,MBD2,XPA,AFF1,MAML1,CYTH1,ABHD2,TRAPPC9,ACSL3,LDB1,KRAS,MAP4K3,EIF2AK1,UBE4B,IRF5,RXRB,SDHB,MBIP,CDC27,PALB2,COX7A2L,ZDHHC7,RUVBL2,CCNB2,USP7,SART1,TRAF7,FOXM1,XAB2,SUMO2,PCBP1,LYN,DUSP22,RAD23A,RPL11,VAV1,CSDE1,MRPL50,PDK2,PSMA6,MDM2,PIN1,PDCD2,CORO1A,MINPP1,STRAP,SAP30L,SPSB3,DVL2,SNX25,KDM3B,ARHGAP17,BIRC3,BTG2,RAB7A,DNAJC9,FRAT2,NUP155,DCLRE1C,CHMP2B,MRPS14,ARL5B,EIF3H,USP36,SRSF1,DNAJC10,DHX16,PLEKHG4B,CLK3,RBL1,STK38,MAFK,FASTK,UHRF2,DNAJC17,AP1S1,XRCC3,NCOA1,USP53,SMAD4,RAD51D,INTS2,BCL2L12,MCM10,GOLIM4,CDT1,ARID5A,SMC6,HMGN3,ARF1,CSNK1A1,SCYL2,DNAJB9,TFRC,FZD6,PTPN2,HERC3,IRF4,SS18L1,DDX31,ORC3,CAMK2G,RNF5,CNTN5,RHOA,SNX2,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,TRIM26,KPNA4,PDCD6,FBXO41,ATP6V1D,BIRC5,TFE3,NEIL3,E2F1,USP20,IMPDH1,RBPJ,NR2F2,PGAM1,RPS6KC1,UBE2C,HIPK3,NUP188,MAX,PDCD6IP,ADAM10,USP39,CUL1,CCNB1,IKBIP,UBE2I,PARK7,RAB4A,SUCLG2,CDC25B,PLCL2,TFG,SMARCE1,DNMT1,CDC5L,ORAI2,KLF10,AKT2,PBK,GNG7,DDX20,AURKB,USP22,CCNF,RFC2,CBFB,RAB2B,EIF3A,MAP3K4,ANKRD10,HHEX,ITGB1,PTPN7,PTPDC1,TRAF5,ZMAT3,HDAC2,PTOV1,DDX58,RECQL,COX5B,DNAJC5,CHTF18,GSPT2,VAV2,PRKAA1,RRM1,KIF23,CYCS,NOTCH2,PSEN1,JMY,CFLAR,FKBP1A,RPN1,RNF121,MEX3C,SNX18,HDAC7,ATIC,PPP4R1,MSH2,DAPK1,FBXL7,CYC1,PIKFYVE,RNF135,GNAI2,ANKHD1,EEF1D,TERF2,SOCS5,PHF10,DDX28,PRIM2,PIGT,MFNG,PIP4K2C,ARID1A,RIT1,KDM3A,MAP2K2,AKAP1,FAS,PI4K2A,XRCC5,HMGN2,ADSS,CAT,DERL1,PFDN5,TMEM54,ACLY,PIAS2,USP32,PPP3R1,VCPIP1,GPI,YY1,MAP3K5,RNF14,CDK2,NRBP1,CDKN2A,DNMT3A,TP53RK,RAB11B,TRIP10,RAF1,SUZ12,RPS6KA1,SF3B1,RAC1,BCL2L1,SDHA,GNB2,EPM2A,PHC2,CRKL,TERF2IP,CCNA2,SHC1,KDM2A,RALB,SIAH1,UCHL5,LPIN2,SOCS6,TNPO2,CDKN1B,TP53BP2,CDK12,SAP30,CCT2,BRD4,MAPRE2,RFC3,HMGN4,ERF,NARF,CUL3,PKMYT1,CDC23,ASB13,POLG2,ERC1,TRIM28,DHX57,RAD51C,HSPA4,PPP2R5A,JAK1,ACYP1,SAFB,STAT1,SEL1L,H2AFX,TRIM32,PDCD11,XRCC4,ADAM23,PRPF4B,RHEBL1,POLQ,NCOR2,MECP2,TCF3,CBLL1,BLM,POFUT1,HMG20A,FOXO3,RAB11A,MAD2L2,JAKMIP1,WWP2,PIP5K1C,PTEN,AHSA1,AXIN2,PTPN11,COPS7B,UBE2M,NCOA2,MSH6,SMC4,JMJD4,LONRF3,NET1,NEK7,RABIF,ADSL,FBXO9,ANAPC2,KIF11,MARK2,FADD,CBX3,FBXO21,GNA12,PLD3,PFDN4,MFAP1,TFDP1,KHSRP,PPP1R11,DDX5,DUSP11,ESPL1,IPO4,GPR89B,DEF6,DDB1,RORB,POLA2,PIGM,IER2,UBE2E2,ST13,NF1,PTP4A3,UBE2Q1,AGFG1,SIRT2,KIF2C,FKBP2,USP48,BECN1,MAPK14,RNF103,MBD4,RAP1A,CDC42,EIF4A3,THADA,JAZF1,RAB35,PPP1R12C,TCEA1,OGG1,ARID4A,TRIM14,SRPK2,COPS8,TRIM8,NCK1,VHL,RRM2,WDR82,PITPNB,KMT2C,SOX4,STK17B,GEMIN5,CXXC4,UEVLD,PPM1G,CAB39,STK11,CHEK2,COPS6,MRPL13,UBE2D3,PIGN,PPP1R2,PPP1R12A,NACA,PCSK7,MED13L,THRAP3,RGS2,XPO7,NUP205,BCL2,KNTC1,UBE3C,ZRANB1,MCPH1,N4BP2,CSNK1G3,ALDH9A1,ZNF189,CREG1,DAPK3,ARHGAP15,MASTL,UAP1,SIAH2,PITPNA,YWHAZ,NUP62,RBBP4,TOB1,SMARCD1,WASF2,MBD1,TCF12,PRKAB1,SNX27,ASH1L,MDH2,PMS2,SMARCA4,PLAGL2,ORC1,TWF2,CHD1,MXD1,USP5,SAR1A,AKAP8,PPP6C,CS,SCYL3,ABI1,DNAL4,EBAG9,RLIM,POU2AF1,RNF25,PCGF6,METTL2A,GLO1,OGDH,BICD2,FANCE,PDHX,RAD54B,DAP3,TAB2,TULP3,STAT6,FKBP5,SCARB1,GAS2,USP11,SMURF1,MAPK1,PPP2R2D,CBX4,DNAJC2,CDS2,SH2D3A,CASP6,RAE1,SHPRH,EYA1,SCYL1,DBF4,NUP54,CHIC2,MXD4,PIP4K2A,RGS1,FBXO5,FGFR3,CTNNBL1,KLHL20,TANK,ARHGEF2,STAT3,FRMD8,AMPD2,CSNK1G2,ADAM17,HMGN1,ASPM,TFEB,MAPK3,MTMR3,COX8A,SRSF3,ZMIZ1,IDH3B,HRAS,TERF1,RAB3IL1 desmoplastic desmoplastic 2.47972133313651e-24 -54.3538960436645 15212 2411 0.93196752995748 2587 17385 51696,65986,89845,3074,81669,26263,29904,5887,79572,1785,30834,117246,9736,284001,2067,4893,79813,56992,3185,11169,54531,11083,4171,57403,4087,58526,6233,4358,9377,4086,7627,311,84275,23480,26088,84939,51622,7204,51596,51715,79734,54930,440275,83464,5073,79577,140465,115201,374395,57026,9126,9961,387338,5464,3475,55109,221937,79171,23560,55700,54948,2002,7458,51109,10916,3836,2114,129450,26100,22902,10611,80221,391,11336,56910,90355,143187,347734,283899,253558,55758,8895,57189,55147,147923,25909,25771,57533,10691,55968,55752,23171,23144,26225,79031,29886,79956,23741,3419,5433,10553,4209,10430,79807,85461,4144,112936,286053,23603,79823,5536,10531,203068,51397,353274,6431,22927,83605,10211,11119,55102,84836,79660,51280,84878,10075,339324,80218,308,26046,89910,4676,374655,8128,6837,6709,6780,255758,57062,6867,57380,3939,23593,84298,117177,23548,8301,9467,6573,51,10447,64782,84875,7533,54865,116496,81559,64848,29907,9939,2029,29937,27044,80230,201292,10444,5621,11103,4218,221294,26155,1983,10460,157680,26469,54468,6628,153364,990,57050,55193,27005,9697,23219,9274,92714,8754,1855,163050,8880,148304,348180,64761,84240,1063,8649,51142,10787,57226,55316,64759,10923,126432,23648,8932,7507,191,5935,2733,90678,84064,84284,50814,262,157922,388561,79091,3384,51657,26060,166379,157567,6257,6390,5108,2590,64418,84166,10856,4649,84280,9133,7874,55830,6181,8802,196528,56255,6513,526,5093,4067,10134,7409,51249,54534,5687,25888,27154,23435,55973,10106,27339,10105,51780,84057,1182,330,7879,651746,10450,25978,7416,8667,199953,51031,3416,8449,115426,128866,7517,56288,83596,55388,28974,9903,11333,55143,54495,375,56996,10844,4189,9456,84172,6048,29890,56342,387,55197,9044,7156,23365,84759,9416,22931,782,10016,51382,84456,83541,55247,1486,56987,3614,6883,7026,5223,10114,3428,7295,3015,25957,94107,5589,10713,7329,11315,51312,57168,126299,5867,6434,8801,27097,493856,6605,168850,988,147807,8910,54888,23326,1207,8661,9203,84444,55677,55608,7454,146909,7174,54955,64393,8704,55119,5965,51759,2130,10912,6240,9744,2683,54205,84908,9913,55858,4849,55666,10615,57599,6242,9731,23016,51088,55144,9989,4436,54872,23194,64976,94120,221061,8542,1984,9648,5558,22936,157506,4242,6229,26003,830,154,10694,4548,84295,5204,28231,79573,2801,27316,51586,9063,55198,142891,11165,1029,118472,4287,5894,9778,79074,51293,7957,890,9110,25798,7159,9716,389677,80895,51755,8819,23476,10589,26502,56262,26610,83451,9088,79754,27230,10155,11198,27335,29082,55871,22926,7518,8899,8745,4719,55635,4204,79048,10363,11060,152789,55186,22826,8313,10370,65094,353322,2648,55863,5877,158,9790,3784,153642,23499,3832,54939,1316,64744,8772,51100,4542,11335,55654,64423,6992,8446,1655,284403,6878,9700,5813,1642,50619,79711,644815,5412,93183,26151,57128,29933,55585,11156,55299,9801,79943,10992,78991,998,23336,2806,221895,3032,84154,51006,26505,10498,6733,55255,51520,54819,165055,987,25870,58508,5635,55723,6167,4122,56478,51388,23350,4253,10795,8992,5504,135293,63929,5997,55646,23625,5438,10906,10147,2629,84447,1613,55843,84930,6675,4783,79672,7534,5476,28978,10140,116461,22850,6938,5564,4191,6597,54700,165324,3376,10849,9928,51013,1431,1212,10126,1477,5450,56893,84842,5229,6404,55234,6310,2739,4967,23299,23705,55741,64224,54472,2178,53615,8050,6203,84964,6836,56931,406,81611,2289,84336,202243,19,84306,2730,8480,10540,26511,5074,10608,23142,5305,9213,83706,3799,27252,9632,6238,9181,143458,6774,4644,57185,271,9352,51105,55827,51571,55254,27032,117584,9382,23186,3275,7942,221496,5976,9844,23264,23220,57178,7013,3265,54520,11116,51014,9091,10554,116840,26051,79003,55876,283237,23047,29843,27315,11070,389072,84259,79666,25855,170394,91107,55717,8312,56006,84851,83752,4729,79142,64781,6522,2145,3693,4000,64319,28985,54606,8894,92745,3344,79587,7916,29035,9821,10771,9489,4605,54887,6430,4350,9782,1528,23154,5439,84193,375743,57472,54820,54583,7756,84079,21,84324,10625,22879,116028,27346,56954,83540,10308,6941,153396,3895,351,23683,23059,488,51096,1854,51434,25897,143684,54982,252839,79571,254225,113,9550,22875,10921,157313,2287,56834,10521,54927,5830,8881,28996,154141,148022,8566,27107,51643,64395,9354,50615,2113,7485,168374,56902,824,120,79723,23170,53373,81542,11313,4670,3945,5530,254552,51426,10899,2014,54545,7784,5140,81930,8030,81029,5597,4065,201725,60386,23179,5660,79968,3476,11124,23557,1355,375790,9984,10007,60313,84919,1457,10969,9815,329,64756,9231,27,7516,118813,79892,5796,11140,4234,6670,118460,3035,2764,23344,54443,5869,6009,1809,79735,26517,55038,4796,11270,4669,60,7596,83590,10664,427,139818,51379,55252,9684,10999,4299,29969,9794,9267,4835,84135,27102,1982,51304,64598,150771,996,8773,9519,54496,154881,4698,1540,7360,8655,11316,54985,284273,9453,84268,5886,23478,5164,533,55342,25816,11062,64981,5134,79685,55334,1209,6159,11224,7832,23234,9107,23401,4773,221656,221079,57602,133957,51069,476,1198,5709,7975,55165,126328,55192,80818,8648,51629,51530,7705,127002,51362,27333,60682,51018,1611,10020,79677,23647,55922,494143,28969,56897,26039,79019,10728,818,9761,7753,23398,26240,8994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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,PDXP,SMC3,MVP,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,RHOG,EXOC3,STARD7,C5orf30,VTI1A,SLC35B2,INO80E,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,MED22,SPTAN1,STAU1,TCTEX1D2,DDX24,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,PBRM1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,MBD2,XPA,AHCY,RBM3,GLE1,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,MYO9A,BTBD10,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,CHMP4B,XRCC3,PARD3,BCL2L12,MCM10,C19orf53,KLHL21,PDAP1,CDCA8,TMX3,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,TAF5L,CISD2,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,CNOT3,NPLOC4,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,MRPL40,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,PRPF4B,ADAM23,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,BMS1,KCNQ1,ARSK,MACF1,KIF11,COMMD4,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,PIGM,NAT9,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,SUMF2,KMT2C,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,FBRS,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,MON1B,RMI2,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,DUT,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,LY75,C4orf46,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,SP3,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,SEC11A,PDK2,ATP6V0B,STRBP,TNFAIP8,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,SPCS3,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,SUZ12,CAST,RAC1,GPR89A,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,GAR1,PSMB9,POLG2,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,NCOR2,ANKRD13D,PKP4,SCAMP3,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,TSR2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,BYSL,VPS29,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,KIFAP3,BCL2,N4BP2,HP1BP3,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,USF1,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,SMNDC1,PDCD4,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,CD59,RNFT1,RIMS3,MEGF8,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,STMN1,GLRX3,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,TTPAL,UTP20,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,CREM,FANCL,GLIS2,IL6ST,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,BEND6,CLN3,DNAJC30,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,NMT2,IRF5,RPL36,HAUS8,MBIP,COX7A2L,ZDHHC7,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,NRF1,WDR44,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,UNK,CMAS,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,MYEF2,ANKRD26,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,C16orf87,VAV2,GSPT2,TATDN3,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,DERL1,MTHFD2,HSPBP1,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2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K1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,KBTBD7,PREPL central_nervous_system-medulla-primitive_neuroectodermal_tumour-medulloblastoma-desmoplastic central_nervous_system-medulla-primitive_neuroectodermal_tumour-medulloblastoma-desmoplastic 3.12193728578983e-24 -54.1235884977972 15206 2410 0.931580981832238 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,PDXP,SMC3,MVP,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,RHOG,EXOC3,STARD7,C5orf30,VTI1A,SLC35B2,INO80E,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,MED22,SPTAN1,STAU1,TCTEX1D2,DDX24,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,MBD2,XPA,AHCY,RBM3,GLE1,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,MYO9A,BTBD10,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,CHMP4B,XRCC3,PARD3,BCL2L12,MCM10,C19orf53,KLHL21,PDAP1,CDCA8,TMX3,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,TAF5L,CISD2,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,CNOT3,NPLOC4,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,MRPL40,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,PRPF4B,ADAM23,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,BMS1,KCNQ1,ARSK,MACF1,KIF11,COMMD4,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,PIGM,NAT9,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,SUMF2,KMT2C,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,FBRS,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,MON1B,RMI2,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,DUT,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,LY75,C4orf46,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,SP3,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,SEC11A,PDK2,ATP6V0B,STRBP,TNFAIP8,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,SPCS3,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,SUZ12,CAST,RAC1,GPR89A,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,GAR1,PSMB9,POLG2,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,NCOR2,ANKRD13D,PKP4,SCAMP3,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,TSR2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,BYSL,VPS29,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,KIFAP3,BCL2,N4BP2,HP1BP3,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,USF1,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,SMNDC1,PDCD4,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,CD59,RNFT1,RIMS3,MEGF8,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,STMN1,GLRX3,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,TTPAL,UTP20,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,CREM,FANCL,GLIS2,IL6ST,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,BEND6,CLN3,DNAJC30,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,NMT2,IRF5,RPL36,HAUS8,MBIP,COX7A2L,ZDHHC7,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,NRF1,WDR44,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,UNK,CMAS,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,MYEF2,ANKRD26,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,C16orf87,VAV2,GSPT2,TATDN3,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,DERL1,MTHFD2,HSPBP1,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11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ELO2,ADAM17,HMGN1,NASP,ASPM,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,KBTBD7,PREPL central_nervous_system-medulla-primitive_neuroectodermal_tumour-medulloblastoma central_nervous_system-medulla-primitive_neuroectodermal_tumour-medulloblastoma 3.12193728578983e-24 -54.1235884977972 15206 2410 0.931580981832238 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,PDXP,SMC3,MVP,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,EXOC3,RHOG,STARD7,C5orf30,VTI1A,INO80E,SLC35B2,RCOR3,LCLAT1,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,PTPN18,MIOS,MBLAC2,SNRPB,CDC6,UTP3,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,MBD2,XPA,AHCY,RBM3,GLE1,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,MRPL50,TMEM69,PSMA6,ZNF473,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,CHMP4B,XRCC3,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,TMX3,CDCA8,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,TAF5L,CISD2,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,NPLOC4,CNOT3,WDR48,SPAG5,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,MRPL40,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,CDKN2A,NUDT3,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CD320,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,PRPF4B,ADAM23,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,BMS1,KCNQ1,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,SUMF2,KMT2C,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,FBRS,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,MON1B,RMI2,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,DUT,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,SP3,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,SEC11A,PDK2,ATP6V0B,TNFAIP8,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,SPCS3,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,SUZ12,CAST,RAC1,GPR89A,GNB2,FLAD1,APLP2,KDM2A,CDKN1B,TNPO2,TALDO1,GPX4,ATP13A1,MAPRE2,RFC3,ERF,CUL3,SLBP,KIAA1586,H2AFV,GAR1,PSMB9,POLG2,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,NCOR2,ANKRD13D,PKP4,SCAMP3,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,TSR2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,BYSL,VPS29,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,IMPAD1,ZNHIT6,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,CXXC4,UBTF,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,USF1,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,PDCD4,SMNDC1,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,CD59,TFAP4,RNFT1,RIMS3,MEGF8,FBXO7,EFTUD2,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,STMN1,GLRX3,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,TTPAL,UTP20,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,CREM,FANCL,GLIS2,IL6ST,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,CELSR2,SEPT9,RBX1,APH1A,RAD51AP1,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,BEND6,CLN3,DNAJC30,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,NMT2,IRF5,RPL36,HAUS8,MBIP,COX7A2L,ZDHHC7,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,ZFYVE21,TM9SF3,RRAGC,ZNF121,NRF1,WDR44,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,UNK,CMAS,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,GXYLT1,LUZP1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,MYEF2,ANKRD26,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,VAV2,C16orf87,GSPT2,TATDN3,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,DERL1,MTHFD2,HSPBP1,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11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ELO2,ADAM17,HMGN1,NASP,ASPM,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,KBTBD7,PREPL central_nervous_system-medulla-primitive_neuroectodermal_tumour-medulloblastoma-classic central_nervous_system-medulla-primitive_neuroectodermal_tumour-medulloblastoma-classic 3.12193728578983e-24 -54.1235884977972 15206 2410 0.931580981832238 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,PDXP,SMC3,MVP,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,EXOC3,RHOG,STARD7,C5orf30,VTI1A,SLC35B2,INO80E,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,MED22,SPTAN1,STAU1,TCTEX1D2,DDX24,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,MBD2,XPA,AHCY,RBM3,GLE1,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,CDCA8,TMX3,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,CISD2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,NPLOC4,CNOT3,WDR48,SPAG5,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,MRPL40,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CD320,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,SLC25A36,JAKMIP1,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,BMS1,KCNQ1,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,SUMF2,KMT2C,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,FBRS,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,MON1B,RMI2,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,DUT,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,SP3,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,SEC11A,PDK2,ATP6V0B,TNFAIP8,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,SPCS3,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,SUZ12,CAST,RAC1,GPR89A,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,GAR1,PSMB9,POLG2,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,NCOR2,ANKRD13D,PKP4,SCAMP3,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,VPS29,BYSL,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,NF1,DCAF15,FLYWCH2,ALKBH5,MOGS,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,IMPAD1,ZNHIT6,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,USF1,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,PDCD4,SMNDC1,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,CD59,RNFT1,MEGF8,RIMS3,FBXO7,EFTUD2,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,STMN1,GLRX3,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,TTPAL,UTP20,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,CREM,FANCL,GLIS2,IL6ST,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,BEND6,CLN3,DNAJC30,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,NMT2,IRF5,RPL36,HAUS8,MBIP,COX7A2L,ZDHHC7,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,ZFYVE21,TM9SF3,RRAGC,ZNF121,NRF1,WDR44,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,GXYLT1,LUZP1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,MYEF2,ANKRD26,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,C16orf87,VAV2,GSPT2,TATDN3,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,DERL1,HSPBP1,MTHFD2,ARAP1,FAM83D,USP32,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,PDXP,SMC3,MVP,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,EXOC3,RHOG,STARD7,VTI1A,C5orf30,INO80E,SLC35B2,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,MBD2,XPA,AHCY,RBM3,GLE1,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,CHMP4B,XRCC3,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,TMX3,CDCA8,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,TAF5L,CISD2,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,NPLOC4,CNOT3,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,MRPL40,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,PRPF4B,ADAM23,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,BMS1,KCNQ1,ARSK,MACF1,KIF11,COMMD4,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,SUMF2,KMT2C,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,FBRS,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,MON1B,RMI2,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,DUT,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,SP3,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,SEC11A,ATP6V0B,PDK2,STRBP,TNFAIP8,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,SPCS3,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,CAST,SUZ12,RAC1,GPR89A,GNB2,FLAD1,APLP2,KDM2A,CDKN1B,TNPO2,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,GAR1,PSMB9,POLG2,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,NCOR2,ANKRD13D,PKP4,SCAMP3,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,BYSL,VPS29,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,NF1,DCAF15,FLYWCH2,ALKBH5,MOGS,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,CXXC4,UBTF,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,KIFAP3,BCL2,N4BP2,HP1BP3,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,SCYL3,TMEM14C,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,SRSF3,MBD6,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,USF1,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,SMNDC1,PDCD4,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,CD59,TFAP4,RNFT1,MEGF8,RIMS3,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,GLRX3,STMN1,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,TTPAL,UTP20,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,CREM,FANCL,GLIS2,IL6ST,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,CELSR2,SEPT9,RBX1,APH1A,RAD51AP1,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,BEND6,CLN3,DNAJC30,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,NMT2,IRF5,RPL36,HAUS8,MBIP,COX7A2L,ZDHHC7,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,ZFYVE21,TM9SF3,RRAGC,ZNF121,NRF1,WDR44,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,MYEF2,ANKRD26,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,C16orf87,VAV2,GSPT2,TATDN3,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,DERL1,HSPBP1,MTHFD2,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,NUDT19,DECR1,RALB,SIAH1,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,VDAC2,EDF1,EML4,ERC1,AMZ2,ANKZF1,ZNF282,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,RWDD4,FTSJ1,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,B4GALT5,SLC41A1,FAM76A,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FUT8,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,NDUFS5,WDR91,GPR89B,HIGD2A,ZBED3,RORB,POLA2,ZNF76,COPA,UQCR10,HMGXB3,ABCB10,COMMD5,MAP1LC3B,DST,RAB35,SIVA1,GPATCH1,DRAM2,DEAF1,SNRNP200,LAP3,NCK1,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,CAB39,ACBD4,STK11,CLU,CHEK2,ZSWIM3,TSTD2,MRPL13,CHPT1,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,UBXN1,NACA,RPL15,PCSK7,THRAP3,QSOX2,TTF1,PRPF18,CHKA,DTL,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,APOL2,N4BP2L2,SNX27,CHMP2A,CORO7,FEZ2,UCK2,PMS2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,FAM72B,PON2,HNRNPR,STAT6,HPS5,MAPK1,BRD9,TMEM33,NAT14,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,GFM2,SPPL2A,FASTKD3,FGFR3,MZT2A,PPIG,ZDHHC13,TMEM99,H2AFY,NDUFS8,ATG13,ERI3,FBL,SLC35A1,FRMD8,MICAL3,TGFB1,B3GALT6,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,MTMR3,ACAT1,CENPT,PLOD3,RAB3IL1,RAB14,ADD1,KDM4A,MRPS15,XIAP,DHX8,GLUD1,ANKRD23,CDK5,CALM2,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,PLK3,ZNF672,HSDL1,MRPL43,TOPORS,MCL1,PPFIA3,SMC2,ICMT,SLC50A1,STOML2,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,ST3GAL2,ATP6V0C,FBXL3,TFDP2,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,NAGPA,TIMM8B,ETV3,TSPAN31,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,CCDC86,DUSP3,SLAIN1,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,ANKRD13C,MAVS,CEP63,TMEM136,ATF2,RBM15,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,NDUFA7,DNAJA1,TAZ,TAF2,SEC61A1,RPLP1,WDR7,CBLN2,RBMS1,FUS,GEN1,LRP8,COIL,LRCH1,GALK1,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,AKT1S1,KRI1,FBXO3,ERH,GATC,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF180,ZNF862,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,KCMF1,SSR1,LIN9,PCNA,ZNF639,TRMU,ETV6,PIK3R2,PPCDC,TXLNA,FAM86C1,MYBL1,MRPL32,CCAR1,ABCC5,PBXIP1,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,SEPT1,SOCS4,QRSL1,GLCCI1,NUDT11,GEMIN7,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,MED8,VMP1,PPIL2,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,ABCC1,PREB,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,LY6E,ARPC1A,ZNF174,PSMC4,GOLGA4,SYNCRIP,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,METTL9,MINPP1,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,SCAP,ZNF700,PLEKHG4B,TIMM17A,FAU,LTA4H,AP2S1,USP53,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,AP3S1,CSNK1A1,RMI1,TFRC,PTPN2,IRF4,STARD9,GSTK1,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,KPNA4,CDKN2AIPNL,FBXO41,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,NHLRC3,IKBIP,EIF1B,ELMOD2,KIFC1,DBNDD1,RNASEK,CDC25B,PRADC1,DNMT1,NOL12,USO1,AKT2,NOL8,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,PSMD8,EIF2D,ITGB1,PTPN7,UQCRH,RRS1,ARRB2,RTN3,SVIP,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,NDUFA4,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,TERF2,MORC3,KCTD20,SEPT8,DCTD,TOMM40,ADSS,SERTAD2,SERF2,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,YY1,PPP6R2,MAP3K5,PPP6R3,RNF14,CDK2,ZC3HAV1,SYS1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PHC2,CRKL,MOAP1,TERF2IP,CYHR1,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CCT2,CDKN2AIP,MKLN1,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,C1orf112,MRI1,TCF3,BRAP,AGPAT3,MYNN,SDF2L1,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,PIP5K1C,RBM17,MAT2B,PTEN,CENPJ,TAGLN2,CREB1,SMC4,RNASEH2C,NEK7,NET1,PARP4,TBRG4,ANAPC2,RPL27A,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,TMEM184B,ST13,DNAJC24,ZNF107,KIF2C,SLC29A1,AGFG1,SIRT2,FKBP2,USP48,SNRPD3,UBQLN2,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,JOSD1,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,BANF1,BUD31,ZNF335,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,PSMA1,NAP1L1,EXOC4,KIAA1328,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,ANKRD28,FARSA,SAR1A,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,TMEM41A,DAP3,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,KBTBD7,PREPL classic classic 3.41022691117104e-24 -54.0352633999101 15207 2410 0.931580981832238 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,PDXP,SMC3,MVP,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,EXOC3,RHOG,STARD7,C5orf30,VTI1A,SLC35B2,INO80E,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,MED22,SPTAN1,STAU1,TCTEX1D2,DDX24,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,MBD2,XPA,AHCY,RBM3,GLE1,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,CDCA8,TMX3,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,CISD2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,NPLOC4,CNOT3,WDR48,SPAG5,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,MRPL40,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CD320,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,SLC25A36,JAKMIP1,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,BMS1,KCNQ1,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,SUMF2,KMT2C,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,FBRS,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,MON1B,RMI2,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,DUT,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,SP3,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,SEC11A,PDK2,ATP6V0B,TNFAIP8,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,SPCS3,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,SUZ12,CAST,RAC1,GPR89A,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,GAR1,PSMB9,POLG2,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,NCOR2,ANKRD13D,PKP4,SCAMP3,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,VPS29,BYSL,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,NF1,DCAF15,FLYWCH2,ALKBH5,MOGS,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,IMPAD1,ZNHIT6,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,USF1,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,PDCD4,SMNDC1,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,CD59,RNFT1,MEGF8,RIMS3,FBXO7,EFTUD2,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,STMN1,GLRX3,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,TTPAL,UTP20,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,CREM,FANCL,GLIS2,IL6ST,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,BEND6,CLN3,DNAJC30,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,NMT2,IRF5,RPL36,HAUS8,MBIP,COX7A2L,ZDHHC7,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,ZFYVE21,TM9SF3,RRAGC,ZNF121,NRF1,WDR44,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,GXYLT1,LUZP1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,MYEF2,ANKRD26,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,C16orf87,VAV2,GSPT2,TATDN3,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,DERL1,HSPBP1,MTHFD2,ARAP1,FAM83D,USP32,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,NUDT19,DECR1,RALB,SIAH1,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,VDAC2,EDF1,EML4,ERC1,AMZ2,ANKZF1,ZNF282,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,FTSJ1,RWDD4,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,SLC41A1,B4GALT5,FAM76A,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FUT8,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,NDUFS5,WDR91,GPR89B,HIGD2A,ZBED3,RORB,POLA2,ZNF76,COPA,UQCR10,HMGXB3,ABCB10,COMMD5,MAP1LC3B,DST,RAB35,SIVA1,GPATCH1,DRAM2,DEAF1,SNRNP200,LAP3,NCK1,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,ACBD4,CAB39,STK11,CLU,CHEK2,ZSWIM3,TSTD2,MRPL13,CHPT1,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,UBXN1,NACA,RPL15,PCSK7,THRAP3,QSOX2,TTF1,PRPF18,CHKA,DTL,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,APOL2,N4BP2L2,SNX27,CHMP2A,CORO7,FEZ2,UCK2,PMS2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,FAM72B,PON2,HNRNPR,HPS5,STAT6,MAPK1,BRD9,TMEM33,NAT14,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,GFM2,SPPL2A,FASTKD3,FGFR3,MZT2A,PPIG,ZDHHC13,TMEM99,H2AFY,NDUFS8,ATG13,ERI3,FBL,SLC35A1,FRMD8,MICAL3,TGFB1,B3GALT6,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,MTMR3,ACAT1,CENPT,PLOD3,RAB3IL1,RAB14,ADD1,KDM4A,MRPS15,XIAP,DHX8,GLUD1,ANKRD23,CDK5,CALM2,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,PLK3,ZNF672,MRPL43,HSDL1,TOPORS,MCL1,PPFIA3,SMC2,ICMT,SLC50A1,STOML2,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,ST3GAL2,ATP6V0C,FBXL3,TFDP2,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,NAGPA,TIMM8B,ETV3,TSPAN31,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,CCDC86,DUSP3,SLAIN1,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,ANKRD13C,MAVS,CEP63,TMEM136,ATF2,RBM15,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,DNAJA1,NDUFA7,TAZ,TAF2,SEC61A1,RPLP1,WDR7,CBLN2,RBMS1,FUS,GEN1,LRP8,COIL,LRCH1,GALK1,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,AKT1S1,KRI1,FBXO3,ERH,GATC,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF180,ZNF862,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,KCMF1,SSR1,LIN9,PCNA,ZNF639,TRMU,ETV6,PIK3R2,TXLNA,PPCDC,FAM86C1,MYBL1,MRPL32,CCAR1,ABCC5,PBXIP1,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,SEPT1,SOCS4,QRSL1,GLCCI1,NUDT11,GEMIN7,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,MED8,VMP1,PPIL2,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,ABCC1,PREB,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,LY6E,ARPC1A,ZNF174,PSMC4,GOLGA4,SYNCRIP,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,MINPP1,METTL9,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,SCAP,ZNF700,PLEKHG4B,TIMM17A,FAU,LTA4H,AP2S1,USP53,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,AP3S1,CSNK1A1,RMI1,TFRC,PTPN2,IRF4,STARD9,GSTK1,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,KPNA4,CDKN2AIPNL,FBXO41,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,NHLRC3,IKBIP,EIF1B,ELMOD2,KIFC1,DBNDD1,RNASEK,CDC25B,PRADC1,DNMT1,NOL12,USO1,AKT2,NOL8,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,PSMD8,EIF2D,ITGB1,PTPN7,UQCRH,RRS1,ARRB2,RTN3,SVIP,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,NDUFA4,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,MORC3,TERF2,KCTD20,SEPT8,DCTD,TOMM40,ADSS,SERTAD2,SERF2,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,YY1,PPP6R2,MAP3K5,PPP6R3,RNF14,CDK2,ZC3HAV1,SYS1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PHC2,CRKL,MOAP1,TERF2IP,CYHR1,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CCT2,CDKN2AIP,MKLN1,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,C1orf112,TCF3,MRI1,BRAP,AGPAT3,MYNN,SDF2L1,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,PIP5K1C,RBM17,MAT2B,PTEN,CENPJ,TAGLN2,CREB1,SMC4,RNASEH2C,NEK7,NET1,PARP4,TBRG4,ANAPC2,RPL27A,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,ST13,TMEM184B,DNAJC24,ZNF107,KIF2C,SLC29A1,AGFG1,SIRT2,FKBP2,USP48,SNRPD3,UBQLN2,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,JOSD1,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,BANF1,ZNF335,BUD31,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,PSMA1,NAP1L1,EXOC4,KIAA1328,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,ANKRD28,FARSA,SAR1A,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,DAP3,TMEM41A,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,KBTBD7,PREPL medulla medulla 4.85280297649151e-24 -53.6824857605496 15211 2410 0.931580981832238 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,PDXP,SMC3,MVP,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,EXOC3,RHOG,STARD7,C5orf30,VTI1A,SLC35B2,INO80E,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,CORO1C,NSMCE2,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,MED22,SPTAN1,STAU1,TCTEX1D2,DDX24,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,PTPN18,MIOS,MBLAC2,SNRPB,CDC6,UTP3,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,MBD2,XPA,AHCY,RBM3,GLE1,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,CHMP4B,XRCC3,PARD3,BCL2L12,MCM10,C19orf53,KLHL21,PDAP1,CDCA8,TMX3,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,TAF5L,CISD2,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,NPLOC4,CNOT3,WDR48,SPAG5,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,MRPL40,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CD320,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,PRPF4B,ADAM23,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,BMS1,KCNQ1,ARSK,MACF1,KIF11,COMMD4,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,SUMF2,KMT2C,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,FBRS,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,MON1B,RMI2,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,DUT,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,SP3,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,SEC11A,PDK2,ATP6V0B,STRBP,TNFAIP8,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,SPCS3,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,FTL,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,CAST,SUZ12,RAC1,GPR89A,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,GAR1,PSMB9,POLG2,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,NCOR2,ANKRD13D,PKP4,SCAMP3,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,BYSL,VPS29,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,NF1,DCAF15,FLYWCH2,ALKBH5,MOGS,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,CXXC4,UBTF,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,USF1,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,PDCD4,SMNDC1,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,CD59,RNFT1,RIMS3,MEGF8,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,STMN1,GLRX3,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,TTPAL,UTP20,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,CREM,FANCL,GLIS2,IL6ST,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,CELSR2,SEPT9,RBX1,APH1A,RAD51AP1,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,BEND6,CLN3,DNAJC30,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,NMT2,IRF5,RPL36,HAUS8,MBIP,COX7A2L,ZDHHC7,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,ZFYVE21,TM9SF3,RRAGC,ZNF121,NRF1,WDR44,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,MYEF2,ANKRD26,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,C16orf87,VAV2,GSPT2,TATDN3,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,DERL1,HSPBP1,MTHFD2,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,NUDT19,DECR1,RALB,SIAH1,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,VDAC2,EDF1,EML4,ERC1,AMZ2,ANKZF1,ZNF282,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,FTSJ1,RWDD4,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,B4GALT5,SLC41A1,FAM76A,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FUT8,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,NDUFS5,WDR91,GPR89B,HIGD2A,ZBED3,RORB,POLA2,ZNF76,COPA,UQCR10,HMGXB3,ABCB10,COMMD5,MAP1LC3B,DST,RAB35,SIVA1,GPATCH1,DRAM2,DEAF1,SNRNP200,LAP3,NCK1,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,CAB39,ACBD4,STK11,CLU,CHEK2,ZSWIM3,TSTD2,CHPT1,MRPL13,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,UBXN1,NACA,RPL15,PCSK7,THRAP3,QSOX2,TTF1,PRPF18,CHKA,DTL,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,APOL2,N4BP2L2,SNX27,CHMP2A,CORO7,FEZ2,UCK2,PMS2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,FAM72B,PON2,HNRNPR,HPS5,STAT6,MAPK1,BRD9,TMEM33,NAT14,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,GFM2,SPPL2A,FASTKD3,FGFR3,MZT2A,PPIG,ZDHHC13,TMEM99,H2AFY,NDUFS8,ATG13,ERI3,FBL,FRMD8,SLC35A1,MICAL3,TGFB1,B3GALT6,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,MTMR3,ACAT1,CENPT,PLOD3,RAB3IL1,RAB14,ADD1,KDM4A,MRPS15,XIAP,DHX8,GLUD1,ANKRD23,CDK5,CALM2,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,PLK3,ZNF672,MRPL43,HSDL1,TOPORS,MCL1,PPFIA3,SMC2,ICMT,SLC50A1,STOML2,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,ST3GAL2,ATP6V0C,FBXL3,TFDP2,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,NAGPA,TIMM8B,ETV3,TSPAN31,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,CCDC86,DUSP3,SLAIN1,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,ANKRD13C,MAVS,CEP63,TMEM136,ATF2,RBM15,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,DNAJA1,NDUFA7,TAZ,TAF2,SEC61A1,RPLP1,WDR7,CBLN2,RBMS1,FUS,GEN1,LRP8,COIL,LRCH1,GALK1,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,AKT1S1,KRI1,FBXO3,ERH,GATC,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF862,ZNF180,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,KCMF1,SSR1,LIN9,PCNA,ZNF639,TRMU,ETV6,PIK3R2,PPCDC,TXLNA,FAM86C1,MYBL1,MRPL32,CCAR1,ABCC5,PBXIP1,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,SEPT1,SOCS4,QRSL1,GLCCI1,NUDT11,GEMIN7,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,MED8,VMP1,PPIL2,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,ABCC1,PREB,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,LY6E,ARPC1A,ZNF174,PSMC4,GOLGA4,SYNCRIP,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,METTL9,MINPP1,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,SCAP,ZNF700,PLEKHG4B,TIMM17A,FAU,LTA4H,AP2S1,USP53,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,AP3S1,CSNK1A1,RMI1,TFRC,PTPN2,IRF4,STARD9,GSTK1,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,KPNA4,CDKN2AIPNL,FBXO41,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,NHLRC3,IKBIP,EIF1B,ELMOD2,KIFC1,DBNDD1,RNASEK,CDC25B,PRADC1,DNMT1,NOL12,USO1,AKT2,NOL8,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,PSMD8,EIF2D,ITGB1,PTPN7,UQCRH,RRS1,ARRB2,RTN3,SVIP,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,NDUFA4,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,TERF2,MORC3,KCTD20,SEPT8,DCTD,TOMM40,ADSS,SERTAD2,SERF2,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,YY1,PPP6R2,PPP6R3,MAP3K5,RNF14,CDK2,ZC3HAV1,SYS1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PHC2,CRKL,TERF2IP,MOAP1,CYHR1,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CCT2,CDKN2AIP,MKLN1,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,C1orf112,TCF3,MRI1,BRAP,AGPAT3,MYNN,SDF2L1,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,PIP5K1C,RBM17,MAT2B,PTEN,CENPJ,TAGLN2,CREB1,SMC4,RNASEH2C,NEK7,NET1,PARP4,TBRG4,ANAPC2,RPL27A,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,ST13,TMEM184B,DNAJC24,ZNF107,KIF2C,SLC29A1,AGFG1,SIRT2,FKBP2,USP48,SNRPD3,UBQLN2,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,JOSD1,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,BANF1,ZNF335,BUD31,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,PSMA1,NAP1L1,EXOC4,KIAA1328,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,ANKRD28,FARSA,SAR1A,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,TMEM41A,DAP3,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,KBTBD7,PREPL large_cell large_cell 1.14644981492218e-23 -52.8227870889238 15281 2417 0.934286818708929 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,PDXP,SMC3,MVP,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,EXOC3,RHOG,STARD7,VTI1A,C5orf30,INO80E,SLC35B2,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,MBD2,XPA,AHCY,RBM3,GLE1,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,CHMP4B,XRCC3,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,TMX3,CDCA8,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,TAF5L,CISD2,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,NPLOC4,CNOT3,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,MRPL40,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,PRPF4B,ADAM23,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,BMS1,KCNQ1,ARSK,MACF1,KIF11,COMMD4,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,SUMF2,KMT2C,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,FBRS,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,MON1B,RMI2,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,DUT,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,SP3,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,SEC11A,ATP6V0B,PDK2,STRBP,TNFAIP8,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,SPCS3,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,CAST,SUZ12,RAC1,GPR89A,GNB2,FLAD1,APLP2,KDM2A,CDKN1B,TNPO2,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,NCOR2,ANKRD13D,PKP4,SCAMP3,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,BYSL,VPS29,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,NF1,DCAF15,FLYWCH2,ALKBH5,MOGS,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,CXXC4,UBTF,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,KIFAP3,BCL2,N4BP2,HP1BP3,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,SCYL3,TMEM14C,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,SRSF3,MBD6,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,USF1,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,SMNDC1,PDCD4,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,CD59,TFAP4,RNFT1,MEGF8,RIMS3,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,GLRX3,STMN1,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,CREM,FANCL,GLIS2,IL6ST,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,CELSR2,SEPT9,RBX1,APH1A,RAD51AP1,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,BEND6,CLN3,DNAJC30,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,NMT2,IRF5,RPL36,HAUS8,MBIP,COX7A2L,ZDHHC7,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,ZFYVE21,TM9SF3,RRAGC,ZNF121,NRF1,WDR44,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,MYEF2,ANKRD26,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,C16orf87,VAV2,GSPT2,TATDN3,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,DERL1,HSPBP1,MTHFD2,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,NUDT19,DECR1,RALB,SIAH1,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,VDAC2,EDF1,EML4,ERC1,AMZ2,ANKZF1,ZNF282,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,RWDD4,FTSJ1,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,B4GALT5,SLC41A1,FAM76A,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FUT8,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,NDUFS5,WDR91,GPR89B,HIGD2A,ZBED3,RORB,POLA2,ZNF76,COPA,UQCR10,HMGXB3,ABCB10,COMMD5,MAP1LC3B,DST,RAB35,SIVA1,GPATCH1,DRAM2,DEAF1,SNRNP200,LAP3,NCK1,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,CAB39,ACBD4,STK11,CLU,CHEK2,ZSWIM3,TSTD2,MRPL13,CHPT1,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,UBXN1,NACA,RPL15,PCSK7,THRAP3,QSOX2,TTF1,PRPF18,CHKA,DTL,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,APOL2,N4BP2L2,SNX27,CHMP2A,CORO7,FEZ2,UCK2,PMS2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,FAM72B,PON2,HNRNPR,STAT6,HPS5,MAPK1,BRD9,TMEM33,NAT14,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,GFM2,SPPL2A,FASTKD3,FGFR3,MZT2A,PPIG,ZDHHC13,TMEM99,H2AFY,NDUFS8,ATG13,ERI3,FBL,SLC35A1,FRMD8,MICAL3,TGFB1,B3GALT6,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,MTMR3,MEGF9,ACAT1,CENPT,PLOD3,RAB3IL1,RAB14,ADD1,KDM4A,MRPS15,XIAP,DHX8,GLUD1,ANKRD23,CDK5,CALM2,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,PLK3,ZNF672,HSDL1,MRPL43,TOPORS,MCL1,PPFIA3,SMC2,ICMT,SLC50A1,STOML2,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,ST3GAL2,ATP6V0C,FBXL3,TFDP2,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,NAGPA,TIMM8B,ETV3,TSPAN31,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,CCDC86,DUSP3,SLAIN1,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,ANKRD13C,MAVS,CEP63,TMEM136,RBM15,ATF2,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,NDUFA7,DNAJA1,TAZ,TAF2,SEC61A1,WDR7,RPLP1,CBLN2,RBMS1,FUS,GEN1,LRP8,COIL,LRCH1,GALK1,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,AKT1S1,KRI1,FBXO3,ERH,GATC,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF180,ZNF862,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,KCMF1,SSR1,LIN9,PCNA,ZNF639,TRMU,PIK3R2,ETV6,PPCDC,TXLNA,FAM86C1,MYBL1,MRPL32,CCAR1,ABCC5,PBXIP1,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SEPT1,SOCS4,QRSL1,PIEZO1,GLCCI1,NUDT11,GEMIN7,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,MED8,VMP1,PPIL2,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,ABCC1,PREB,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,LY6E,ARPC1A,ZNF174,PSMC4,GOLGA4,SYNCRIP,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,METTL9,MINPP1,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,SCAP,ZNF700,PLEKHG4B,TIMM17A,FAU,LTA4H,AP2S1,USP53,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,AP3S1,CSNK1A1,RMI1,TFRC,PTPN2,IRF4,STARD9,GSTK1,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,KPNA4,CDKN2AIPNL,FBXO41,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,NHLRC3,IKBIP,EIF1B,ELMOD2,KIFC1,DBNDD1,RNASEK,CDC25B,PRADC1,DNMT1,NOL12,USO1,AKT2,NOL8,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,PSMD8,EIF2D,ITGB1,PTPN7,UQCRH,RRS1,ARRB2,RTN3,SVIP,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,NDUFA4,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,TERF2,MORC3,KCTD20,SEPT8,DCTD,TOMM40,ADSS,SERTAD2,SERF2,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,YY1,PPP6R2,MAP3K5,PPP6R3,RNF14,CDK2,ZC3HAV1,SYS1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PHC2,CRKL,MOAP1,TERF2IP,CYHR1,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CCT2,CDKN2AIP,MKLN1,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,C1orf112,MRI1,TCF3,BRAP,AGPAT3,MYNN,SDF2L1,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,PIP5K1C,RBM17,MAT2B,PTEN,CENPJ,TAGLN2,CREB1,SMC4,RNASEH2C,NEK7,NET1,PARP4,TBRG4,ANAPC2,RPL27A,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,TMEM184B,ST13,DNAJC24,ZNF107,KIF2C,SLC29A1,AGFG1,SIRT2,FKBP2,USP48,SNRPD3,UBQLN2,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,JOSD1,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,BANF1,BUD31,ZNF335,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,PSMA1,NAP1L1,EXOC4,KIAA1328,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,ANKRD28,FARSA,SAR1A,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,TMEM41A,DAP3,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL primitive_neuroectodermal_tumour-medulloblastoma primitive_neuroectodermal_tumour-medulloblastoma 9.8153404229088e-22 -48.3729255347982 15815 2472 0.955546965597217 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,PDXP,SMC3,MVP,NUP85,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,EXOC3,RHOG,STARD7,C5orf30,VTI1A,SLC35B2,INO80E,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,ZNF226,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,CORO1C,NSMCE2,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,MED22,SPTAN1,STAU1,TCTEX1D2,DDX24,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,PTPN18,MIOS,MBLAC2,SNRPB,CDC6,UTP3,PBRM1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,MBD2,XPA,AHCY,RBM3,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,CHMP4B,XRCC3,PARD3,BCL2L12,MCM10,C19orf53,KLHL21,PDAP1,CDCA8,TMX3,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,TAF5L,CISD2,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,NPLOC4,CNOT3,WDR48,SPAG5,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CD320,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,PRPF4B,ADAM23,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,ARSK,MACF1,KIF11,COMMD4,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,SUMF2,KMT2C,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,C12orf75,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,FBRS,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,MON1B,RMI2,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,DUT,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,SP3,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,SEC11A,PDK2,ATP6V0B,STRBP,TNFAIP8,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,SPCS3,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,FTL,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,CAST,SUZ12,RAC1,GPR89A,OLA1,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,BYSL,VPS29,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,NF1,DCAF15,FLYWCH2,ALKBH5,MOGS,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,CXXC4,UBTF,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,USF1,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,PDCD4,SMNDC1,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,CD59,RNFT1,RIMS3,MEGF8,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,STMN1,GLRX3,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,TET3,FANCL,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,CELSR2,SEPT9,RBX1,APH1A,RAD51AP1,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,NMT2,IRF5,RPL36,HAUS8,MBIP,COX7A2L,ZDHHC7,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,ZFYVE21,TM9SF3,RRAGC,ZNF121,NRF1,WDR44,PPME1,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,MYEF2,ANKRD26,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,C16orf87,PRKAA1,VAV2,GSPT2,TATDN3,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PI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89,ALDH9A1,KDELR1,TSTA3,CIC,PSMA1,SEPT7,NAP1L1,EXOC4,KIAA1328,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,ANKRD28,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,TMEM41A,DAP3,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL lung-carcinoma-non_small_cell_carcinoma lung-carcinoma-non_small_cell_carcinoma 4.11817763342455e-20 -44.636291116357 5292 988 0.381909547738693 2587 17385 51552,11116,9682,89845,9091,331,1659,51110,26051,5936,10838,26263,29904,1031,1020,10783,9910,5887,6429,139596,9972,79102,29843,5094,64223,1263,578,79894,284001,2067,84527,22836,4893,2551,4170,10210,389072,10592,8541,4171,23463,57403,378,889,91107,4087,58526,55717,56852,81572,3984,8312,8473,6041,26224,7029,4086,1870,27250,5214,55916,6749,11325,63967,9703,79142,389,7204,51715,64781,7155,2145,440275,10081,3693,83464,55142,4000,28985,115201,54606,92745,51136,25896,3632,4174,25793,9678,284695,3344,50628,79902,5261,9295,3475,2117,221937,7916,54505,9219,23560,4605,9452,9100,9774,6430,4580,4350,2002,7458,23,388,5792,10916,56986,3836,2114,1845,4190,57231,11236,57679,54583,391,90933,55809,9232,9557,22974,4627,83540,5566,9667,3895,23011,23683,26233,147923,23616,1854,9112,79876,79016,54877,57122,55752,51434,25897,57506,64783,26225,29886,57120,3419,9448,1153,1871,4209,3301,5861,6901,2287,10521,3796,6873,5515,8881,11157,23603,28996,23335,152006,1762,2521,8566,5536,348654,8975,309,6431,91404,83605,22906,80143,84836,9354,51447,50615,2113,11020,203427,252969,79660,26273,6118,2079,11235,25932,3696,79723,283459,10075,5511,381,9138,79833,89910,54620,2966,53373,6277,3613,3945,5170,6780,5530,7083,7128,57062,51426,3939,54545,117177,10212,8301,6117,9467,9817,84061,5426,8030,81029,5307,5597,10447,5371,64782,3148,23179,79968,975,7533,3476,11124,29945,23505,1355,51202,9984,64743,81559,84919,29907,1457,9815,329,55215,5621,55120,27,4218,5111,23225,221294,3572,5296,7516,2120,4603,79892,140459,5796,157680,5347,6670,26469,1952,10801,54468,9978,57326,6628,10635,9874,2764,222484,7430,990,4041,7335,57050,55193,672,54443,5869,27005,6009,89122,1731,23219,1107,1874,122809,9274,8754,3838,60,9780,1855,55190,25913,8650,8880,55355,11331,3300,85409,8649,3831,29127,1327,203054,8621,5870,3337,5532,55316,51735,5925,116150,81671,8932,7507,10999,5935,4299,9794,9267,11057,83696,50814,2181,8861,157922,84135,3845,27102,8491,10277,3384,10552,1982,3663,6390,51562,5108,996,10492,79728,9167,5634,55625,10856,84280,9133,56647,7874,9092,84231,8802,196528,2305,56949,6613,8270,5093,4067,56940,10134,5886,6135,7409,54534,7812,5164,5687,4193,54521,5300,5134,11151,9562,10768,11171,79685,90864,1856,83891,51780,55114,84057,330,7832,7879,23234,9631,64421,25978,221079,8667,57602,6426,51031,54431,8449,153478,1198,5933,11329,7975,10922,115426,55192,1174,7517,8648,54532,4089,5892,56288,57508,83596,55388,60682,27333,81620,10865,79677,55922,9324,375,1452,55681,4189,7037,8323,5771,8916,373156,3662,215,26039,64794,23595,818,6048,79657,53942,387,79366,6643,10061,7156,23365,84759,9416,22931,7726,3840,10016,150726,51382,332,7030,55247,1869,10857,10868,3614,3516,7026,5223,26750,11065,10114,23511,4149,10015,283464,102,30827,1831,10713,8454,891,121457,7329,11315,5036,8853,5867,8801,27097,994,10342,23228,6605,1786,988,79159,80228,8615,7071,208,55872,2788,4288,11218,26503,9212,23326,899,5982,865,292,84932,8661,84444,9203,4216,55608,3087,7454,7174,3688,5778,138639,7188,64393,3066,53635,23586,5965,1329,80331,63922,23708,7410,5562,6240,9493,54205,4853,5663,133746,4849,8837,2280,6184,55298,51320,112574,471,51564,9989,4436,1612,23194,1537,200576,84282,2771,79888,54882,1936,23515,7014,9655,55274,55794,51604,5558,79837,4242,23176,6016,8289,55818,5605,84295,8165,355,55361,7520,3151,159,847,79139,5204,113452,139735,27316,5859,47,9063,81610,84669,5534,116985,80124,6949,2821,7528,4217,9604,1017,29959,1029,112858,1788,9185,9230,9322,9816,23451,5894,23512,6195,9500,5879,51371,598,6389,2783,7957,1912,1399,80308,54386,64112,890,7626,6464,22992,5899,9110,6477,9663,9306,30000,1027,9716,7159,6888,51755,8819,10576,57130,23476,5983,10982,10473,2077,26502,8452,56262,9088,8697,79754,54433,11232,23085,27436,10155,90957,11198,5889,3308,5525,3716,97,6294,6772,6400,24140,3014,57673,22954,22984,7518,10721,8899,8745,121268,55593,9612,4204,6929,79872,641,23509,10363,2309,8766,54497,10459,152789,10682,11060,23396,84991,22826,5728,10598,8313,5781,64708,4696,10695,9040,10499,2956,10051,65094,79836,10276,140609,3609,5877,158,26268,29882,55227,55288,3832,2011,90121,8772,11335,23646,23014,2768,55654,9654,5203,4236,7027,53407,8570,6992,26112,1655,8446,254065,9700,1642,51463,79711,50619,23649,142678,6096,93183,9592,7325,6767,4763,22993,7841,11156,55585,10629,3267,22933,11004,2286,84196,29978,1432,8678,7844,8930,91752,5906,998,9775,63892,221895,54928,11021,54776,6102,6917,4968,5926,9830,6733,10920,84248,55775,81603,23020,4690,7428,6241,80335,23760,58508,6659,9262,7343,80319,25929,54623,55293,9825,5496,10084,9031,51719,6794,1191,11200,10980,28998,56994,823,10723,7323,23556,5504,4659,9777,4666,10519,9159,23389,9967,5997,23039,2053,23165,4775,203523,51228,596,22920,9735,9690,54764,79648,6558,55728,1456,50809,223,7743,55074,1613,55843,9636,55832,84930,2778,6675,80311,113130,6478,6566,79672,57536,5306,7534,23636,5928,10140,23780,9791,9841,6602,4152,6938,10163,5564,81609,55870,79585,4191,5395,6597,5326,4998,11344,1105,4084,8078,152137,56681,10270,5537,1431,6185,139322,60343,57147,10006,10126,9166,56180,51132,5450,6404,64320,84108,339175,2739,4967,23299,2178,8050,25788,7818,56931,10236,23118,11234,6778,7289,79726,2289,949,84336,2620,8237,57154,5594,55844,8535,27000,8760,28986,9320,10045,839,2138,8480,57410,53371,10926,26511,25875,10608,4650,5305,9213,5996,26271,3799,2261,56259,10010,9181,79033,6774,83786,4644,271,9894,1455,6868,3150,259266,4221,7942,5595,8897,29028,23264,1351,23220,6428,57178,8985,9581,3420,7013,3265,5866 RAB14,FGFR1OP,KDM4A,ABCC10,PIGQ,XIAP,DHX8,LACTB2,PPP1R16B,RBM4,ZNF275,FBXO22,EEF2K,CDKN2C,CDK5,NEK6,RABGAP1L,RAD23B,SRSF4,UPRT,NUP153,RNF26,SENP1,PCBP2,MLST8,PLK3,BAK1,ZNF672,CCDC57,ERCC1,ZNF559,RHOBTB3,NRAS,GABPA,MCL1,TOPORS,PLEKHM3,SMC2,PPFIA3,MCM2,ICMT,RAB22A,ARF4,KRIT1,TRIM47,SMAD2,MID1IP1,WDR11,RAD18,PDRG1,LIMK1,AXIN1,OGT,RNASEL,FBXL3,TFDP2,SMAD1,E2F2,PDCD4,PFKP,NXT2,SSRP1,DDX42,CLSPN,KIAA0100,PHF23,RHOC,TRIO,RAB23,CERK,TOP2B,EZH1,EIF2AK4,PDCD7,ITGB5,APH1B,HAUS2,LMNA,MCTS1,ATG4A,DDX56,SLC38A5,RNFT1,INTS7,INPP5A,MCM5,FBXO7,PHF14,ZNF326,FOXN2,GEMIN4,NUP85,PHKG2,SRSF11,IFRD1,ETV3,FOXK1,PRRC2A,DHX29,MTA2,GTPBP4,MYBL2,ITM2A,USP10,BCLAF1,SRSF5,MTX1,MPG,ELK1,EIF4H,ABCF1,RHOB,PTPRF,MAGED2,DTWD1,KPNA1,ETS2,DUSP3,MDH1,SNX14,RNF139,ALS2,EGLN1,RHOG,TRIM41,TRERF1,PTTG1,CHD1L,TPX2,MYH9,NUF2,PRKACA,SAFB2,KTN1,RAB21,PRKD3,FBXL6,ZNF420,SH3BP1,DUT,MTA1,UBA5,DDA1,ZCCHC2,NUP107,SEPT11,ANAPC7,RNF19A,MAVS,RBM15,ARL5A,SNX8,GOPC,IDH3A,MAP4K4,CIRBP,E2F3,MEF2D,DNAJA1,RAB1A,TAZ,FKBP3,DDX17,KIF2A,TAF2,PPP2CA,CDC16,LSM6,CORO1C,HIPK2,WDR7,RNF38,DMWD,FUS,PDXK,PPP5C,GEN1,USP13,ANXA6,SRSF6,SESTD1,CCM2,TRAK1,SIKE1,ABHD14B,UBE4A,IP6K2,IL21R,ETS1,IFT27,SLC25A43,NEIL2,PPP1R3B,FBXO3,RPA2,ERH,PDCD10,CLIC4,ITGB8,SUV39H2,GATC,HUWE1,PPP1R8,ARF5,ARHGEF1,GEMIN6,UBE3B,FBXL19,GTF2H2,TPCN1,S100A6,IMPA2,LDHB,PDPK1,STAU1,PPP3CA,TK1,TNFAIP3,DDX24,POLK,LDHA,MTMR12,RAB3IP,DDX39A,PICALM,RPA1,SH3BP5,KEAP1,MAGT1,POLE,CCDC6,WNT5B,PITX1,MAPK6,FAM3C,PML,AEN,HMGB2,RGL1,WDR76,CD81,YWHAH,IGBP1,FAF1,ANAPC4,TMEM131,COX15,DDX47,THOC1,WDR13,TRIM11,PPP1R15B,SNX15,CSNK2A1,GIT2,BIRC2,FANCI,PRNP,FANCL,ABL2,RAB8A,PCNA,NUP210,NT5DC1,IL6ST,PIK3R2,XRCC2,ETV6,MYBL1,MCMBP,ASB6,PTPRK,VPS13B,PLK1,SP3,PTPN18,CELSR2,SEPT9,MIOS,RBX1,PBXIP1,SNRPB,RAD51AP1,TLK1,GMFB,LNX2,EZR,CDC6,LRP5,UBE2V1,UTP3,PBRM1,BRCA1,ANLN,RAB5B,USP21,RHEB,TRIM4,SEPT1,FBXO28,CHD3,E2F4,SOCS4,BCL7C,ADAM9,KPNA2,ACTB,PIEZO1,DVL1,NUDT11,POT1,NUMB,FUBP1,HJURP,PHB2,DNAJB2,NKD2,LAMTOR3,KLC1,RACGAP1,COX4I1,ADCK5,CDK13,RAB6A,DNAJB1,PPP3CB,RSAD1,RAPGEF6,RB1,NUS1,VMP1,MBD2,XPA,SLC27A4,RBM3,AFF1,MAML1,CYTH1,ABHD2,TRAPPC9,NSDHL,ACSL3,LDB1,CAMSAP1,UTP15,KRAS,EIF2AK1,MAP4K3,UBE4B,ICAM2,ARPC1A,EIF4G2,IRF5,SDHB,MBIP,PCM1,CDC27,SYNCRIP,PALB2,COX7A2L,PRPS2,ZDHHC7,RUVBL2,BTBD10,CCNB2,BCCIP,USP7,SART1,TRAF7,SUCLG1,ARID2,FOXM1,XAB2,SUMO2,LAGE3,PCBP1,LYN,DUSP22,BCAP31,RAD23A,RPL11,VAV1,MRPL50,CSDE1,PDK2,PSMA6,MDM2,WDR44,PIN1,PDCD2,CORO1A,MINPP1,AHCYL1,STRAP,SAP30L,SPSB3,DVL2,SNX25,KDM3B,ARHGAP17,MND1,BIRC3,BTG2,RAB7A,DNAJC9,NUP155,DCLRE1C,CHMP2B,ARL5B,EIF3H,USP36,SRSF1,GLOD4,DNAJC10,DHX16,PLEKHG4B,CLK3,RBL1,STK38,MAFK,FASTK,UHRF2,DNAJC17,AP1S1,XRCC3,NCOA1,USP53,SMAD4,RAD51D,PARD3,INTS2,BCL2L12,MCM10,SMAP1,GOLIM4,CDT1,ARID5A,SMC6,NKRF,HMGN3,ARF1,CSNK1A1,SCYL2,DNAJB9,TFRC,FZD6,PTPN2,HERC3,GSTK1,IRF4,ABCD1,SS18L1,DDX31,ORC3,CAMK2G,RNF5,RPAP3,CNTN5,RHOA,HMGN5,SNX2,ABCF2,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,TRIM26,KPNA4,PDCD6,FBXO41,ATP6V1D,BIRC5,TFE3,NEIL3,E2F1,PGRMC1,USP20,IMPDH1,RBPJ,NR2F2,PGAM1,RPS6KC1,UBE2C,HIPK3,NUP188,MAX,PDCD6IP,GXYLT1,ADAM10,CXXC1,TSC22D3,USP39,CUL1,CCNB1,IKBIP,UBE2I,PARK7,PA2G4,ASAP2,RAB4A,SUCLG2,TAF5L,CDC25B,TFG,PLCL2,SMARCE1,DNMT1,CDC5L,NOL12,ORAI2,USO1,KLF10,AKT2,PBK,GNG7,MKI67,DDX20,SLC17A5,AURKB,USP22,CCNF,RFC2,CBFB,SLC25A5,RAB2B,EIF3A,DOT1L,ZMYM3,MAP3K4,ANKRD10,HHEX,WAS,TPP2,ITGB1,PTPN7,PTPDC1,TRAF5,ZMAT3,HDAC2,PTOV1,DDX58,RECQL,COX5B,DNAJC5,CHTF18,GSPT2,VAV2,PRKAA1,RRM1,KIF23,CYCS,NOTCH2,PSEN1,JMY,CNOT3,CFLAR,FKBP1A,RPN1,RNF121,MEX3C,SNX18,ATIC,HDAC7,PPP4R1,MSH2,DAPK1,FBXL7,CYC1,PIKFYVE,RNF135,GNAI2,LPCAT1,ANKHD1,EEF1D,MORC3,TERF2,SOCS5,PHF10,DDX28,PIGT,PRIM2,PIP4K2C,MFNG,SEPT8,RIT1,ARID1A,KDM3A,MAP2K2,PHF6,AKAP1,FAS,PI4K2A,XRCC5,HMGN2,ADSS,CAT,DERL1,PFDN5,TMEM54,ZFP92,RBMX,QARS,ACLY,PIAS2,FAM83D,USP32,PPP3R1,ARAP1,VCPIP1,TCOF1,GPI,YY1,MAP3K5,RNF14,CDK2,NRBP1,CDKN2A,TP53RK,DNMT3A,REPS2,RAB11B,TRIP10,URB2,SF3B1,RAF1,SUZ12,RPS6KA1,MAGED1,RAC1,POMP,BCL2L1,SDHA,GNB2,EPM2A,PHC2,CRKL,FLAD1,TERF2IP,MOAP1,CCNA2,ZNF75D,SHC1,KDM2A,RALB,MTMR4,SIAH1,LPIN2,SOCS6,TNPO2,CDKN1B,AQR,TP53BP2,TALDO1,CDK12,SAP30,CCT2,ATP13A1,BRD4,RFC3,MAPRE2,HMGN4,ERF,NARF,CUL3,LRRC8A,PKMYT1,CDC23,ASB13,GAR1,POLG2,ERC1,EML4,TRIM28,DHX57,SUPT16H,RAD51C,HSPA4,PPP2R5A,JAK1,ACYP1,SAFB,STAT1,SEL1L,FTSJ1,H2AFX,BEND3,TRIM32,PDCD11,XRCC4,POLQ,PRPF4B,ADAM23,RHEBL1,OTUD5,NCOR2,MECP2,TCF3,CBLL1,BLM,POFUT1,HMG20A,FOXO3,RAB11A,HEATR5B,MAD2L2,JAKMIP1,EBP,WWP2,PIP5K1C,RBM17,DNAJC8,PTEN,AHSA1,AXIN2,PTPN11,COPS7B,NDUFA3,CNPY3,UBE2M,NCOA2,MSH6,SMC4,JMJD4,LONRF3,NET1,NEK7,ILF3,RABIF,ADSL,FBXO9,ANAPC2,LRRC1,RHOT1,KIF11,MARK2,TSR2,FADD,CBX3,PLD3,FBXO21,GNA12,TMEM127,TTLL4,PFDN4,MFAP1,TFDP1,STX18,KHSRP,PPP1R11,CCDC69,DDX5,DUSP11,BRWD3,ESPL1,DDB1,GPR89B,IPO4,DEF6,POLA2,MIB2,RORB,PIGM,IER2,UBE2E2,ST13,NF1,HMGXB3,MOGS,PTP4A3,UBE2Q1,TAF6L,AGFG1,SIRT2,KIF2C,FKBP2,USP48,UBQLN2,MAPK14,BECN1,RNF103,MBD4,ZNF804A,RAP1A,CDC42,EIF4A3,THADA,JAZF1,IMPAD1,RAB35,PPP1R12C,RP2,TCEA1,OGG1,ARID4A,TRIM14,SRPK2,COPS8,FYTTD1,TDP1,TRIM8,SNRNP200,NCK1,VHL,RRM2,WDR82,PITPNB,KMT2C,SOX4,STK17B,UBTF,CXXC4,GEMIN5,PAF1,UEVLD,SPATA2,PPM1G,PQBP1,BAZ1B,CAB39,STK11,CLU,CHEK2,COPS6,MRPL13,CHPT1,CAPN1,SLC12A7,UBE2D3,PIGN,PPP1R2,PPP1R12A,TM9SF4,NACA,CIB1,PCSK7,MED13L,THRAP3,RGS2,XPO7,EPHX2,NUP205,NFATC3,ZNF449,GLTP,BCL2,KIFAP3,KNTC1,UBE3C,ZRANB1,MCPH1,SLC12A2,N4BP2,CSNK1G3,HP1BP3,ALDH9A1,ZNF189,OXR1,DAPK3,ARHGAP15,ISG15,CAND1,MASTL,GNAS,UAP1,KLHL15,CDCA5,SIAH2,SLC16A1,FN3KRP,KIAA1328,PITPNA,YWHAZ,NUP62,RBBP4,TOB1,APOL2,PTDSS1,ZBTB24,SMARCD1,MBD1,TCF12,WASF2,PRKAB1,SNX27,ASH1L,CORO7,MDH2,PMS2,SMARCA4,PLAGL2,ORC1,TWF2,CHD1,MXD1,USP5,CCDC50,SAR1A,AKAP8,PPP6C,CS,RPN2,APOOL,FAM3A,SCYL3,ABI1,DNAL4,EBAG9,MOSPD1,RLIM,POU2AF1,SELPLG,RNF25,PCGF6,METTL2A,GLO1,OGDH,BICD2,FANCE,PDHX,RAD54B,DAP3,DUS3L,HNRNPR,TAB2,HPS5,STAT6,TULP3,WDR59,FKBP5,SCARB1,TMEM101,GAS2,USP11,SMURF1,MAPK1,PPP2R2D,CBX4,DNAJC2,CDS2,MAGEH1,TRIP12,SH2D3A,CASP6,EYA1,RAE1,SCYL1,NUP54,DBF4,CHIC2,LETMD1,MXD4,MYO9B,PIP4K2A,XPR1,RGS1,FBXO5,KIF5B,FGFR3,CTNNBL1,TANK,ARHGEF2,ERI3,STAT3,FRMD8,MYO5A,AMPD2,TELO2,CSNK1G2,ADAM17,HMGN1,ASPM,MEN1,TFEB,MAPK3,MTMR3,ATAD2,ZC3H7B,COX8A,DTX4,SRSF3,ZMIZ1,PLOD3,PREPL,IDH3B,TERF1,HRAS,RAB3IL1 non_small_cell_carcinoma non_small_cell_carcinoma 4.11817763342455e-20 -44.636291116357 5292 988 0.381909547738693 2587 17385 51552,11116,9682,89845,9091,331,1659,51110,26051,5936,10838,26263,29904,1031,1020,10783,9910,5887,6429,139596,9972,79102,29843,5094,64223,1263,578,79894,284001,2067,84527,22836,4893,2551,4170,10210,389072,10592,8541,4171,23463,57403,378,889,91107,4087,58526,55717,56852,81572,3984,8312,8473,6041,26224,7029,4086,1870,27250,5214,55916,6749,11325,63967,9703,79142,389,7204,51715,64781,7155,2145,440275,10081,3693,83464,55142,4000,28985,115201,54606,92745,51136,25896,3632,4174,25793,9678,284695,3344,50628,79902,5261,9295,3475,2117,221937,7916,54505,9219,23560,4605,9452,9100,9774,6430,4580,4350,2002,7458,23,388,5792,10916,56986,3836,2114,1845,4190,57231,11236,57679,54583,391,90933,55809,9232,9557,22974,4627,83540,5566,9667,3895,23011,23683,26233,147923,23616,1854,9112,79876,79016,54877,57122,55752,51434,25897,57506,64783,26225,29886,57120,3419,9448,1153,1871,4209,3301,5861,6901,2287,10521,3796,6873,5515,8881,11157,23603,28996,23335,152006,1762,2521,8566,5536,348654,8975,309,6431,91404,83605,22906,80143,84836,9354,51447,50615,2113,11020,203427,252969,79660,26273,6118,2079,11235,25932,3696,79723,283459,10075,5511,381,9138,79833,89910,54620,2966,53373,6277,3613,3945,5170,6780,5530,7083,7128,57062,51426,3939,54545,117177,10212,8301,6117,9467,9817,84061,5426,8030,81029,5307,5597,10447,5371,64782,3148,23179,79968,975,7533,3476,11124,29945,23505,1355,51202,9984,64743,81559,84919,29907,1457,9815,329,55215,5621,55120,27,4218,5111,23225,221294,3572,5296,7516,2120,4603,79892,140459,5796,157680,5347,6670,26469,1952,10801,54468,9978,57326,6628,10635,9874,2764,222484,7430,990,4041,7335,57050,55193,672,54443,5869,27005,6009,89122,1731,23219,1107,1874,122809,9274,8754,3838,60,9780,1855,55190,25913,8650,8880,55355,11331,3300,85409,8649,3831,29127,1327,203054,8621,5870,3337,5532,55316,51735,5925,116150,81671,8932,7507,10999,5935,4299,9794,9267,11057,83696,50814,2181,8861,157922,84135,3845,27102,8491,10277,3384,10552,1982,3663,6390,51562,5108,996,10492,79728,9167,5634,55625,10856,84280,9133,56647,7874,9092,84231,8802,196528,2305,56949,6613,8270,5093,4067,56940,10134,5886,6135,7409,54534,7812,5164,5687,4193,54521,5300,5134,11151,9562,10768,11171,79685,90864,1856,83891,51780,55114,84057,330,7832,7879,23234,9631,64421,25978,221079,8667,57602,6426,51031,54431,8449,153478,1198,5933,11329,7975,10922,115426,55192,1174,7517,8648,54532,4089,5892,56288,57508,83596,55388,60682,27333,81620,10865,79677,55922,9324,375,1452,55681,4189,7037,8323,5771,8916,373156,3662,215,26039,64794,23595,818,6048,79657,53942,387,79366,6643,10061,7156,23365,84759,9416,22931,7726,3840,10016,150726,51382,332,7030,55247,1869,10857,10868,3614,3516,7026,5223,26750,11065,10114,23511,4149,10015,283464,102,30827,1831,10713,8454,891,121457,7329,11315,5036,8853,5867,8801,27097,994,10342,23228,6605,1786,988,79159,80228,8615,7071,208,55872,2788,4288,11218,26503,9212,23326,899,5982,865,292,84932,8661,84444,9203,4216,55608,3087,7454,7174,3688,5778,138639,7188,64393,3066,53635,23586,5965,1329,80331,63922,23708,7410,5562,6240,9493,54205,4853,5663,133746,4849,8837,2280,6184,55298,51320,112574,471,51564,9989,4436,1612,23194,1537,200576,84282,2771,79888,54882,1936,23515,7014,9655,55274,55794,51604,5558,79837,4242,23176,6016,8289,55818,5605,84295,8165,355,55361,7520,3151,159,847,79139,5204,113452,139735,27316,5859,47,9063,81610,84669,5534,116985,80124,6949,2821,7528,4217,9604,1017,29959,1029,112858,1788,9185,9230,9322,9816,23451,5894,23512,6195,9500,5879,51371,598,6389,2783,7957,1912,1399,80308,54386,64112,890,7626,6464,22992,5899,9110,6477,9663,9306,30000,1027,9716,7159,6888,51755,8819,10576,57130,23476,5983,10982,10473,2077,26502,8452,56262,9088,8697,79754,54433,11232,23085,27436,10155,90957,11198,5889,3308,5525,3716,97,6294,6772,6400,24140,3014,57673,22954,22984,7518,10721,8899,8745,121268,55593,9612,4204,6929,79872,641,23509,10363,2309,8766,54497,10459,152789,10682,11060,23396,84991,22826,5728,10598,8313,5781,64708,4696,10695,9040,10499,2956,10051,65094,79836,10276,140609,3609,5877,158,26268,29882,55227,55288,3832,2011,90121,8772,11335,23646,23014,2768,55654,9654,5203,4236,7027,53407,8570,6992,26112,1655,8446,254065,9700,1642,51463,79711,50619,23649,142678,6096,93183,9592,7325,6767,4763,22993,7841,11156,55585,10629,3267,22933,11004,2286,84196,29978,1432,8678,7844,8930,91752,5906,998,9775,63892,221895,54928,11021,54776,6102,6917,4968,5926,9830,6733,10920,84248,55775,81603,23020,4690,7428,6241,80335,23760,58508,6659,9262,7343,80319,25929,54623,55293,9825,5496,10084,9031,51719,6794,1191,11200,10980,28998,56994,823,10723,7323,23556,5504,4659,9777,4666,10519,9159,23389,9967,5997,23039,2053,23165,4775,203523,51228,596,22920,9735,9690,54764,79648,6558,55728,1456,50809,223,7743,55074,1613,55843,9636,55832,84930,2778,6675,80311,113130,6478,6566,79672,57536,5306,7534,23636,5928,10140,23780,9791,9841,6602,4152,6938,10163,5564,81609,55870,79585,4191,5395,6597,5326,4998,11344,1105,4084,8078,152137,56681,10270,5537,1431,6185,139322,60343,57147,10006,10126,9166,56180,51132,5450,6404,64320,84108,339175,2739,4967,23299,2178,8050,25788,7818,56931,10236,23118,11234,6778,7289,79726,2289,949,84336,2620,8237,57154,5594,55844,8535,27000,8760,28986,9320,10045,839,2138,8480,57410,53371,10926,26511,25875,10608,4650,5305,9213,5996,26271,3799,2261,56259,10010,9181,79033,6774,83786,4644,271,9894,1455,6868,3150,259266,4221,7942,5595,8897,29028,23264,1351,23220,6428,57178,8985,9581,3420,7013,3265,5866 RAB14,FGFR1OP,KDM4A,ABCC10,PIGQ,XIAP,DHX8,LACTB2,PPP1R16B,RBM4,ZNF275,FBXO22,EEF2K,CDKN2C,CDK5,NEK6,RABGAP1L,RAD23B,SRSF4,UPRT,NUP153,RNF26,SENP1,PCBP2,MLST8,PLK3,BAK1,ZNF672,CCDC57,ERCC1,ZNF559,RHOBTB3,NRAS,GABPA,MCL1,TOPORS,PLEKHM3,SMC2,PPFIA3,MCM2,ICMT,RAB22A,ARF4,KRIT1,TRIM47,SMAD2,MID1IP1,WDR11,RAD18,PDRG1,LIMK1,AXIN1,OGT,RNASEL,FBXL3,TFDP2,SMAD1,E2F2,PDCD4,PFKP,NXT2,SSRP1,DDX42,CLSPN,KIAA0100,PHF23,RHOC,TRIO,RAB23,CERK,TOP2B,EZH1,EIF2AK4,PDCD7,ITGB5,APH1B,HAUS2,LMNA,MCTS1,ATG4A,DDX56,SLC38A5,RNFT1,INTS7,INPP5A,MCM5,FBXO7,PHF14,ZNF326,FOXN2,GEMIN4,NUP85,PHKG2,SRSF11,IFRD1,ETV3,FOXK1,PRRC2A,DHX29,MTA2,GTPBP4,MYBL2,ITM2A,USP10,BCLAF1,SRSF5,MTX1,MPG,ELK1,EIF4H,ABCF1,RHOB,PTPRF,MAGED2,DTWD1,KPNA1,ETS2,DUSP3,MDH1,SNX14,RNF139,ALS2,EGLN1,RHOG,TRIM41,TRERF1,PTTG1,CHD1L,TPX2,MYH9,NUF2,PRKACA,SAFB2,KTN1,RAB21,PRKD3,FBXL6,ZNF420,SH3BP1,DUT,MTA1,UBA5,DDA1,ZCCHC2,NUP107,SEPT11,ANAPC7,RNF19A,MAVS,RBM15,ARL5A,SNX8,GOPC,IDH3A,MAP4K4,CIRBP,E2F3,MEF2D,DNAJA1,RAB1A,TAZ,FKBP3,DDX17,KIF2A,TAF2,PPP2CA,CDC16,LSM6,CORO1C,HIPK2,WDR7,RNF38,DMWD,FUS,PDXK,PPP5C,GEN1,USP13,ANXA6,SRSF6,SESTD1,CCM2,TRAK1,SIKE1,ABHD14B,UBE4A,IP6K2,IL21R,ETS1,IFT27,SLC25A43,NEIL2,PPP1R3B,FBXO3,RPA2,ERH,PDCD10,CLIC4,ITGB8,SUV39H2,GATC,HUWE1,PPP1R8,ARF5,ARHGEF1,GEMIN6,UBE3B,FBXL19,GTF2H2,TPCN1,S100A6,IMPA2,LDHB,PDPK1,STAU1,PPP3CA,TK1,TNFAIP3,DDX24,POLK,LDHA,MTMR12,RAB3IP,DDX39A,PICALM,RPA1,SH3BP5,KEAP1,MAGT1,POLE,CCDC6,WNT5B,PITX1,MAPK6,FAM3C,PML,AEN,HMGB2,RGL1,WDR76,CD81,YWHAH,IGBP1,FAF1,ANAPC4,TMEM131,COX15,DDX47,THOC1,WDR13,TRIM11,PPP1R15B,SNX15,CSNK2A1,GIT2,BIRC2,FANCI,PRNP,FANCL,ABL2,RAB8A,PCNA,NUP210,NT5DC1,IL6ST,PIK3R2,XRCC2,ETV6,MYBL1,MCMBP,ASB6,PTPRK,VPS13B,PLK1,SP3,PTPN18,CELSR2,SEPT9,MIOS,RBX1,PBXIP1,SNRPB,RAD51AP1,TLK1,GMFB,LNX2,EZR,CDC6,LRP5,UBE2V1,UTP3,PBRM1,BRCA1,ANLN,RAB5B,USP21,RHEB,TRIM4,SEPT1,FBXO28,CHD3,E2F4,SOCS4,BCL7C,ADAM9,KPNA2,ACTB,PIEZO1,DVL1,NUDT11,POT1,NUMB,FUBP1,HJURP,PHB2,DNAJB2,NKD2,LAMTOR3,KLC1,RACGAP1,COX4I1,ADCK5,CDK13,RAB6A,DNAJB1,PPP3CB,RSAD1,RAPGEF6,RB1,NUS1,VMP1,MBD2,XPA,SLC27A4,RBM3,AFF1,MAML1,CYTH1,ABHD2,TRAPPC9,NSDHL,ACSL3,LDB1,CAMSAP1,UTP15,KRAS,EIF2AK1,MAP4K3,UBE4B,ICAM2,ARPC1A,EIF4G2,IRF5,SDHB,MBIP,PCM1,CDC27,SYNCRIP,PALB2,COX7A2L,PRPS2,ZDHHC7,RUVBL2,BTBD10,CCNB2,BCCIP,USP7,SART1,TRAF7,SUCLG1,ARID2,FOXM1,XAB2,SUMO2,LAGE3,PCBP1,LYN,DUSP22,BCAP31,RAD23A,RPL11,VAV1,MRPL50,CSDE1,PDK2,PSMA6,MDM2,WDR44,PIN1,PDCD2,CORO1A,MINPP1,AHCYL1,STRAP,SAP30L,SPSB3,DVL2,SNX25,KDM3B,ARHGAP17,MND1,BIRC3,BTG2,RAB7A,DNAJC9,NUP155,DCLRE1C,CHMP2B,ARL5B,EIF3H,USP36,SRSF1,GLOD4,DNAJC10,DHX16,PLEKHG4B,CLK3,RBL1,STK38,MAFK,FASTK,UHRF2,DNAJC17,AP1S1,XRCC3,NCOA1,USP53,SMAD4,RAD51D,PARD3,INTS2,BCL2L12,MCM10,SMAP1,GOLIM4,CDT1,ARID5A,SMC6,NKRF,HMGN3,ARF1,CSNK1A1,SCYL2,DNAJB9,TFRC,FZD6,PTPN2,HERC3,GSTK1,IRF4,ABCD1,SS18L1,DDX31,ORC3,CAMK2G,RNF5,RPAP3,CNTN5,RHOA,HMGN5,SNX2,ABCF2,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,TRIM26,KPNA4,PDCD6,FBXO41,ATP6V1D,BIRC5,TFE3,NEIL3,E2F1,PGRMC1,USP20,IMPDH1,RBPJ,NR2F2,PGAM1,RPS6KC1,UBE2C,HIPK3,NUP188,MAX,PDCD6IP,GXYLT1,ADAM10,CXXC1,TSC22D3,USP39,CUL1,CCNB1,IKBIP,UBE2I,PARK7,PA2G4,ASAP2,RAB4A,SUCLG2,TAF5L,CDC25B,TFG,PLCL2,SMARCE1,DNMT1,CDC5L,NOL12,ORAI2,USO1,KLF10,AKT2,PBK,GNG7,MKI67,DDX20,SLC17A5,AURKB,USP22,CCNF,RFC2,CBFB,SLC25A5,RAB2B,EIF3A,DOT1L,ZMYM3,MAP3K4,ANKRD10,HHEX,WAS,TPP2,ITGB1,PTPN7,PTPDC1,TRAF5,ZMAT3,HDAC2,PTOV1,DDX58,RECQL,COX5B,DNAJC5,CHTF18,GSPT2,VAV2,PRKAA1,RRM1,KIF23,CYCS,NOTCH2,PSEN1,JMY,CNOT3,CFLAR,FKBP1A,RPN1,RNF121,MEX3C,SNX18,ATIC,HDAC7,PPP4R1,MSH2,DAPK1,FBXL7,CYC1,PIKFYVE,RNF135,GNAI2,LPCAT1,ANKHD1,EEF1D,MORC3,TERF2,SOCS5,PHF10,DDX28,PIGT,PRIM2,PIP4K2C,MFNG,SEPT8,RIT1,ARID1A,KDM3A,MAP2K2,PHF6,AKAP1,FAS,PI4K2A,XRCC5,HMGN2,ADSS,CAT,DERL1,PFDN5,TMEM54,ZFP92,RBMX,QARS,ACLY,PIAS2,FAM83D,USP32,PPP3R1,ARAP1,VCPIP1,TCOF1,GPI,YY1,MAP3K5,RNF14,CDK2,NRBP1,CDKN2A,TP53RK,DNMT3A,REPS2,RAB11B,TRIP10,URB2,SF3B1,RAF1,SUZ12,RPS6KA1,MAGED1,RAC1,POMP,BCL2L1,SDHA,GNB2,EPM2A,PHC2,CRKL,FLAD1,TERF2IP,MOAP1,CCNA2,ZNF75D,SHC1,KDM2A,RALB,MTMR4,SIAH1,LPIN2,SOCS6,TNPO2,CDKN1B,AQR,TP53BP2,TALDO1,CDK12,SAP30,CCT2,ATP13A1,BRD4,RFC3,MAPRE2,HMGN4,ERF,NARF,CUL3,LRRC8A,PKMYT1,CDC23,ASB13,GAR1,POLG2,ERC1,EML4,TRIM28,DHX57,SUPT16H,RAD51C,HSPA4,PPP2R5A,JAK1,ACYP1,SAFB,STAT1,SEL1L,FTSJ1,H2AFX,BEND3,TRIM32,PDCD11,XRCC4,POLQ,PRPF4B,ADAM23,RHEBL1,OTUD5,NCOR2,MECP2,TCF3,CBLL1,BLM,POFUT1,HMG20A,FOXO3,RAB11A,HEATR5B,MAD2L2,JAKMIP1,EBP,WWP2,PIP5K1C,RBM17,DNAJC8,PTEN,AHSA1,AXIN2,PTPN11,COPS7B,NDUFA3,CNPY3,UBE2M,NCOA2,MSH6,SMC4,JMJD4,LONRF3,NET1,NEK7,ILF3,RABIF,ADSL,FBXO9,ANAPC2,LRRC1,RHOT1,KIF11,MARK2,TSR2,FADD,CBX3,PLD3,FBXO21,GNA12,TMEM127,TTLL4,PFDN4,MFAP1,TFDP1,STX18,KHSRP,PPP1R11,CCDC69,DDX5,DUSP11,BRWD3,ESPL1,DDB1,GPR89B,IPO4,DEF6,POLA2,MIB2,RORB,PIGM,IER2,UBE2E2,ST13,NF1,HMGXB3,MOGS,PTP4A3,UBE2Q1,TAF6L,AGFG1,SIRT2,KIF2C,FKBP2,USP48,UBQLN2,MAPK14,BECN1,RNF103,MBD4,ZNF804A,RAP1A,CDC42,EIF4A3,THADA,JAZF1,IMPAD1,RAB35,PPP1R12C,RP2,TCEA1,OGG1,ARID4A,TRIM14,SRPK2,COPS8,FYTTD1,TDP1,TRIM8,SNRNP200,NCK1,VHL,RRM2,WDR82,PITPNB,KMT2C,SOX4,STK17B,UBTF,CXXC4,GEMIN5,PAF1,UEVLD,SPATA2,PPM1G,PQBP1,BAZ1B,CAB39,STK11,CLU,CHEK2,COPS6,MRPL13,CHPT1,CAPN1,SLC12A7,UBE2D3,PIGN,PPP1R2,PPP1R12A,TM9SF4,NACA,CIB1,PCSK7,MED13L,THRAP3,RGS2,XPO7,EPHX2,NUP205,NFATC3,ZNF449,GLTP,BCL2,KIFAP3,KNTC1,UBE3C,ZRANB1,MCPH1,SLC12A2,N4BP2,CSNK1G3,HP1BP3,ALDH9A1,ZNF189,OXR1,DAPK3,ARHGAP15,ISG15,CAND1,MASTL,GNAS,UAP1,KLHL15,CDCA5,SIAH2,SLC16A1,FN3KRP,KIAA1328,PITPNA,YWHAZ,NUP62,RBBP4,TOB1,APOL2,PTDSS1,ZBTB24,SMARCD1,MBD1,TCF12,WASF2,PRKAB1,SNX27,ASH1L,CORO7,MDH2,PMS2,SMARCA4,PLAGL2,ORC1,TWF2,CHD1,MXD1,USP5,CCDC50,SAR1A,AKAP8,PPP6C,CS,RPN2,APOOL,FAM3A,SCYL3,ABI1,DNAL4,EBAG9,MOSPD1,RLIM,POU2AF1,SELPLG,RNF25,PCGF6,METTL2A,GLO1,OGDH,BICD2,FANCE,PDHX,RAD54B,DAP3,DUS3L,HNRNPR,TAB2,HPS5,STAT6,TULP3,WDR59,FKBP5,SCARB1,TMEM101,GAS2,USP11,SMURF1,MAPK1,PPP2R2D,CBX4,DNAJC2,CDS2,MAGEH1,TRIP12,SH2D3A,CASP6,EYA1,RAE1,SCYL1,NUP54,DBF4,CHIC2,LETMD1,MXD4,MYO9B,PIP4K2A,XPR1,RGS1,FBXO5,KIF5B,FGFR3,CTNNBL1,TANK,ARHGEF2,ERI3,STAT3,FRMD8,MYO5A,AMPD2,TELO2,CSNK1G2,ADAM17,HMGN1,ASPM,MEN1,TFEB,MAPK3,MTMR3,ATAD2,ZC3H7B,COX8A,DTX4,SRSF3,ZMIZ1,PLOD3,PREPL,IDH3B,TERF1,HRAS,RAB3IL1 pleura-mesothelioma pleura-mesothelioma 3.45455770026154e-19 -42.5094223351526 4243 815 0.315036722071898 2587 17385 51552,11116,9682,9091,331,1659,51110,26051,10838,26263,29904,1031,1020,10783,9910,5887,6429,139596,9972,79102,29843,5094,64223,1263,578,2067,22836,4893,2551,4170,10210,10592,8541,4171,23463,57403,378,889,91107,4087,58526,55717,56852,3984,8312,8473,6041,26224,7029,4086,1870,27250,5214,55916,6749,11325,63967,389,7204,51715,64781,7155,2145,440275,10081,3693,83464,4000,28985,115201,54606,92745,51136,3632,4174,25793,9678,3344,50628,79902,5261,9295,2117,54505,4605,9452,9100,9774,6430,4350,2002,388,5792,10916,56986,3836,2114,1845,4190,57231,11236,57679,54583,391,90933,55809,9232,9557,22974,4627,83540,5566,3895,23011,23683,26233,1854,79876,57122,51434,25897,64783,26225,29886,57120,3419,9448,1153,1871,4209,3301,5861,6901,2287,10521,3796,6873,5515,8881,11157,23603,28996,152006,2521,8566,5536,348654,8975,6431,91404,80143,9354,51447,50615,2113,11020,203427,252969,79660,26273,6118,2079,11235,25932,3696,79723,10075,5511,381,9138,79833,89910,2966,54620,3613,3945,5170,6780,5530,7083,7128,57062,51426,3939,54545,117177,10212,8301,6117,84061,5426,8030,81029,5307,5597,10447,5371,64782,3148,23179,975,7533,3476,11124,29945,1355,51202,64743,81559,84919,29907,1457,9815,329,55120,27,4218,5111,23225,221294,3572,5296,7516,2120,4603,140459,5796,157680,5347,6670,26469,10801,9978,6628,10635,9874,2764,222484,990,4041,7335,57050,672,5869,27005,6009,89122,23219,1107,1874,122809,9274,8754,3838,60,1855,55190,25913,8650,8880,3300,85409,8649,29127,1327,8621,203054,5870,3337,5532,51735,5925,116150,81671,8932,7507,5935,4299,9794,9267,11057,83696,50814,2181,8861,3845,8491,27102,10277,3384,3663,6390,51562,996,79728,9167,5634,55625,10856,9133,7874,9092,84231,2305,56949,6613,8270,5093,4067,56940,10134,5886,6135,7409,7812,54534,5164,5687,4193,54521,5300,5134,11151,9562,11171,79685,90864,1856,83891,51780,55114,330,7832,7879,23234,9631,64421,25978,221079,8667,57602,6426,54431,8449,153478,1198,5933,11329,7975,10922,115426,55192,1174,7517,8648,54532,4089,5892,57508,83596,55388,27333,81620,10865,79677,55922,9324,375,1452,55681,4189,7037,8323,5771,8916,3662,215,26039,64794,23595,818,6048,53942,387,79366,6643,7156,23365,84759,9416,22931,7726,3840,10016,150726,51382,332,7030,55247,1869,10857,10868,3614,3516,7026,5223,26750,11065,10114,23511,4149,10015,102,30827,1831,10713,8454,891,121457,7329,11315,5867,8801,994,23228,10342,6605,1786,988,80228,7071,208,55872,2788,11218,9212,23326,899,865,5982,292,84932,8661,84444,9203,4216,55608,3087,7454,3688,5778,138639,7188,64393,3066,53635,23586,5965,1329,80331,63922,23708,7410,5562,6240,9493,54205,4853,5663,133746,8837,2280,6184,55298,51320,112574,51564,471,9989,4436,1612,23194,1537,200576,84282,2771,54882,1936,7014,9655,55274,55794,5558,51604,4242,79837,8289,6016,55818,5605,84295,8165,355,55361,7520,3151,159,847,79139,5204,113452,139735,27316,47,9063,84669,5534,80124,2821,7528,4217,9604,1017,29959,1029,1788,112858,9185,9230,9322,5894,23512,6195,23451,9500,5879,598,6389,2783,7957,1912,1399,54386,890,7626,6464,22992,5899,6477,9663,9306,1027,30000,7159,51755,8819,10576,23476,10982,5983,10473,2077,26502,8452,9088,8697,79754,11232,23085,27436,10155,90957,5889,3308,5525,3716,97,6294,6772,6400,24140,3014,22954,22984,7518,8899,8745,121268,10721,55593,9612,4204,6929,79872,641,23509,10363,2309,8766,3105,10459,152789,10682,11060,23396,5728,10598,8313,5781,64708,9040,10499,2956,10051,65094,79836,10276,140609,5877,158,26268,29882,3832,2011,90121,8772,11335,23646,23014,2768,5203,4236,7027,8570,6992,1655,8446,254065,9700,79711,51463,50619,1642,6096,23649,93183,9592,7325,6767,4763,11156,55585,3267,22933,11004,2286,84196,29978,8678,1432,7844,8930,5906,998,9775,63892,221895,11021,54776,6102,6917,4968,5926,9830,6733,10920,81603,4690,7428,6241,80335,23760,58508,6659,9262,80319,25929,55293,5496,10084,51719,6794,1191,11200,10980,28998,7323,23556,5504,4659,4666,10519,9159,23389,9967,5997,23039,23165,203523,596,9735,9690,54764,79648,55728,1456,223,7743,1613,55843,84930,6675,80311,6478,5306,7534,23636,5928,10140,6602,10163,4152,6938,5564,81609,55870,4191,5395,6597,5326,4998,11344,1105,4084,8078,56681,10270,5537,1431,139322,60343,57147,10006,10126,9166,56180,51132,5450,64320,84108,339175,2739,4967,23299,2178,8050,25788,7818,23118,7289,11234,6778,2289,949,2620,8237,57154,5594,55844,8535,27000,8760,28986,10045,839,8480,2138,57410,10926,53371,26511,10608,5305,5996,26271,2261,56259,10010,9181,6774,83786,271,1455,6868,3150,7942,5595,8897,1351,6428,57178,3420,3265,7013,5866 RAB14,FGFR1OP,KDM4A,PIGQ,XIAP,DHX8,LACTB2,PPP1R16B,ZNF275,FBXO22,EEF2K,CDKN2C,CDK5,NEK6,RABGAP1L,RAD23B,SRSF4,UPRT,NUP153,RNF26,SENP1,PCBP2,MLST8,PLK3,BAK1,ERCC1,RHOBTB3,NRAS,GABPA,MCL1,TOPORS,SMC2,PPFIA3,MCM2,ICMT,RAB22A,ARF4,KRIT1,TRIM47,SMAD2,MID1IP1,WDR11,RAD18,LIMK1,AXIN1,OGT,RNASEL,FBXL3,TFDP2,SMAD1,E2F2,PDCD4,PFKP,NXT2,SSRP1,DDX42,CLSPN,RHOC,TRIO,RAB23,CERK,TOP2B,EZH1,EIF2AK4,PDCD7,ITGB5,APH1B,LMNA,MCTS1,ATG4A,DDX56,SLC38A5,RNFT1,INPP5A,MCM5,FBXO7,PHF14,FOXN2,GEMIN4,NUP85,PHKG2,SRSF11,ETV3,DHX29,MYBL2,ITM2A,USP10,BCLAF1,SRSF5,MPG,ELK1,RHOB,PTPRF,MAGED2,DTWD1,KPNA1,ETS2,DUSP3,MDH1,SNX14,RNF139,ALS2,EGLN1,RHOG,TRIM41,TRERF1,PTTG1,CHD1L,TPX2,MYH9,NUF2,PRKACA,KTN1,RAB21,PRKD3,FBXL6,DUT,UBA5,NUP107,ANAPC7,RNF19A,RBM15,ARL5A,SNX8,GOPC,IDH3A,MAP4K4,CIRBP,E2F3,MEF2D,DNAJA1,RAB1A,TAZ,FKBP3,DDX17,KIF2A,TAF2,PPP2CA,CDC16,LSM6,CORO1C,HIPK2,RNF38,FUS,PDXK,PPP5C,GEN1,USP13,SRSF6,SESTD1,SIKE1,UBE4A,IP6K2,IL21R,ETS1,IFT27,SLC25A43,NEIL2,PPP1R3B,FBXO3,RPA2,ERH,PDCD10,CLIC4,ITGB8,SUV39H2,HUWE1,PPP1R8,ARF5,ARHGEF1,GEMIN6,UBE3B,GTF2H2,FBXL19,IMPA2,LDHB,PDPK1,STAU1,PPP3CA,TK1,TNFAIP3,DDX24,POLK,LDHA,MTMR12,RAB3IP,DDX39A,PICALM,RPA1,MAGT1,POLE,CCDC6,WNT5B,PITX1,MAPK6,FAM3C,PML,AEN,HMGB2,RGL1,CD81,YWHAH,IGBP1,FAF1,ANAPC4,COX15,DDX47,WDR13,TRIM11,PPP1R15B,SNX15,CSNK2A1,GIT2,BIRC2,FANCL,ABL2,RAB8A,PCNA,NUP210,NT5DC1,IL6ST,PIK3R2,XRCC2,ETV6,MYBL1,ASB6,PTPRK,VPS13B,PLK1,SP3,PTPN18,SEPT9,RBX1,SNRPB,RAD51AP1,TLK1,GMFB,LNX2,CDC6,LRP5,UBE2V1,UTP3,BRCA1,RAB5B,USP21,RHEB,TRIM4,FBXO28,CHD3,E2F4,SOCS4,BCL7C,ADAM9,KPNA2,ACTB,DVL1,NUDT11,POT1,NUMB,FUBP1,DNAJB2,NKD2,LAMTOR3,RACGAP1,COX4I1,CDK13,ADCK5,RAB6A,DNAJB1,PPP3CB,RAPGEF6,RB1,NUS1,VMP1,MBD2,XPA,RBM3,AFF1,MAML1,CYTH1,ABHD2,TRAPPC9,NSDHL,ACSL3,LDB1,KRAS,MAP4K3,EIF2AK1,UBE4B,ICAM2,IRF5,SDHB,MBIP,CDC27,PALB2,COX7A2L,PRPS2,ZDHHC7,RUVBL2,CCNB2,USP7,SART1,TRAF7,FOXM1,XAB2,SUMO2,LAGE3,PCBP1,LYN,DUSP22,BCAP31,RAD23A,RPL11,VAV1,CSDE1,MRPL50,PDK2,PSMA6,MDM2,WDR44,PIN1,PDCD2,CORO1A,MINPP1,STRAP,SAP30L,SPSB3,DVL2,SNX25,KDM3B,ARHGAP17,BIRC3,BTG2,RAB7A,DNAJC9,NUP155,DCLRE1C,CHMP2B,ARL5B,EIF3H,USP36,SRSF1,DNAJC10,DHX16,PLEKHG4B,CLK3,RBL1,STK38,MAFK,FASTK,UHRF2,DNAJC17,AP1S1,XRCC3,NCOA1,USP53,SMAD4,RAD51D,INTS2,BCL2L12,MCM10,GOLIM4,CDT1,ARID5A,SMC6,NKRF,HMGN3,ARF1,CSNK1A1,SCYL2,DNAJB9,TFRC,FZD6,PTPN2,HERC3,IRF4,ABCD1,SS18L1,DDX31,ORC3,CAMK2G,RNF5,CNTN5,RHOA,HMGN5,SNX2,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,TRIM26,KPNA4,PDCD6,FBXO41,ATP6V1D,BIRC5,TFE3,NEIL3,E2F1,PGRMC1,USP20,IMPDH1,RBPJ,NR2F2,PGAM1,RPS6KC1,UBE2C,HIPK3,NUP188,MAX,PDCD6IP,ADAM10,CXXC1,TSC22D3,USP39,CUL1,CCNB1,IKBIP,UBE2I,PARK7,RAB4A,SUCLG2,CDC25B,PLCL2,TFG,SMARCE1,DNMT1,CDC5L,ORAI2,KLF10,AKT2,PBK,GNG7,DDX20,AURKB,USP22,CCNF,CBFB,RFC2,SLC25A5,RAB2B,EIF3A,DOT1L,ZMYM3,MAP3K4,ANKRD10,HHEX,WAS,ITGB1,PTPN7,PTPDC1,TRAF5,ZMAT3,HDAC2,PTOV1,DDX58,RECQL,COX5B,DNAJC5,CHTF18,GSPT2,VAV2,PRKAA1,RRM1,KIF23,CYCS,NOTCH2,PSEN1,JMY,CFLAR,FKBP1A,RPN1,RNF121,MEX3C,SNX18,HDAC7,ATIC,PPP4R1,MSH2,DAPK1,FBXL7,CYC1,PIKFYVE,RNF135,GNAI2,ANKHD1,EEF1D,TERF2,SOCS5,PHF10,DDX28,PRIM2,PIGT,MFNG,PIP4K2C,ARID1A,RIT1,KDM3A,MAP2K2,PHF6,AKAP1,FAS,PI4K2A,XRCC5,HMGN2,ADSS,CAT,DERL1,PFDN5,TMEM54,ZFP92,RBMX,ACLY,PIAS2,USP32,PPP3R1,VCPIP1,GPI,YY1,MAP3K5,RNF14,CDK2,NRBP1,CDKN2A,DNMT3A,TP53RK,REPS2,RAB11B,TRIP10,RAF1,SUZ12,RPS6KA1,SF3B1,MAGED1,RAC1,BCL2L1,SDHA,GNB2,EPM2A,PHC2,CRKL,TERF2IP,CCNA2,ZNF75D,SHC1,KDM2A,RALB,SIAH1,LPIN2,SOCS6,CDKN1B,TNPO2,TP53BP2,CDK12,SAP30,CCT2,BRD4,MAPRE2,RFC3,HMGN4,ERF,NARF,CUL3,PKMYT1,CDC23,ASB13,POLG2,ERC1,EML4,TRIM28,DHX57,RAD51C,HSPA4,PPP2R5A,JAK1,ACYP1,SAFB,STAT1,SEL1L,FTSJ1,H2AFX,TRIM32,PDCD11,XRCC4,PRPF4B,ADAM23,RHEBL1,POLQ,OTUD5,NCOR2,MECP2,TCF3,CBLL1,BLM,POFUT1,HMG20A,FOXO3,RAB11A,HLA-A,MAD2L2,JAKMIP1,EBP,WWP2,PIP5K1C,PTEN,AHSA1,AXIN2,PTPN11,COPS7B,UBE2M,NCOA2,MSH6,SMC4,JMJD4,LONRF3,NET1,NEK7,RABIF,ADSL,FBXO9,ANAPC2,KIF11,MARK2,TSR2,FADD,CBX3,PLD3,FBXO21,GNA12,PFDN4,MFAP1,TFDP1,KHSRP,PPP1R11,DDX5,DUSP11,BRWD3,ESPL1,IPO4,GPR89B,DEF6,DDB1,RORB,POLA2,PIGM,IER2,UBE2E2,ST13,NF1,PTP4A3,UBE2Q1,AGFG1,SIRT2,KIF2C,FKBP2,USP48,UBQLN2,BECN1,MAPK14,RNF103,MBD4,RAP1A,CDC42,EIF4A3,THADA,JAZF1,RAB35,PPP1R12C,RP2,TCEA1,OGG1,ARID4A,TRIM14,SRPK2,COPS8,TRIM8,NCK1,VHL,RRM2,WDR82,PITPNB,KMT2C,SOX4,STK17B,CXXC4,GEMIN5,UEVLD,PPM1G,PQBP1,CAB39,STK11,CLU,CHEK2,COPS6,MRPL13,UBE2D3,PIGN,PPP1R2,PPP1R12A,NACA,CIB1,PCSK7,MED13L,THRAP3,RGS2,XPO7,NUP205,ZNF449,BCL2,KNTC1,UBE3C,ZRANB1,MCPH1,N4BP2,CSNK1G3,ALDH9A1,ZNF189,DAPK3,ARHGAP15,MASTL,UAP1,KLHL15,SIAH2,PITPNA,YWHAZ,NUP62,RBBP4,TOB1,SMARCD1,WASF2,MBD1,TCF12,PRKAB1,SNX27,ASH1L,MDH2,PMS2,SMARCA4,PLAGL2,ORC1,TWF2,CHD1,MXD1,USP5,SAR1A,AKAP8,PPP6C,CS,APOOL,FAM3A,SCYL3,ABI1,DNAL4,EBAG9,MOSPD1,RLIM,POU2AF1,RNF25,PCGF6,METTL2A,GLO1,OGDH,BICD2,FANCE,PDHX,RAD54B,DAP3,TAB2,TULP3,HPS5,STAT6,FKBP5,SCARB1,GAS2,USP11,SMURF1,MAPK1,PPP2R2D,CBX4,DNAJC2,CDS2,MAGEH1,SH2D3A,CASP6,RAE1,EYA1,SCYL1,DBF4,NUP54,CHIC2,MXD4,PIP4K2A,RGS1,FBXO5,FGFR3,CTNNBL1,TANK,ARHGEF2,STAT3,FRMD8,AMPD2,CSNK1G2,ADAM17,HMGN1,TFEB,MAPK3,MTMR3,COX8A,SRSF3,ZMIZ1,IDH3B,HRAS,TERF1,RAB3IL1 mesothelioma mesothelioma 6.81584804932063e-19 -41.8298662708418 4538 861 0.332817935833011 2587 17385 51552,11116,9682,9091,331,1659,51110,26051,10838,26263,29904,1031,1020,10783,51078,9910,5887,6429,51102,139596,9972,79102,29843,5094,64223,1263,578,2067,22836,4893,2551,4170,10210,10592,8541,4171,23463,57403,378,889,170394,91107,79026,4087,58526,55717,56852,3984,8312,8473,6041,26224,7029,4086,1870,27250,5214,55916,6749,11325,59269,63967,389,7204,51715,64781,7155,54930,84133,2145,440275,10081,3693,83464,4000,28985,115201,54606,92745,51136,3632,4174,25793,9678,3344,50628,79902,5261,9295,2117,54505,4605,9452,9100,9774,6430,4350,2002,388,5792,10916,56986,3836,2114,1845,4190,57231,11236,57679,54583,391,90933,55809,23304,9232,9557,22974,4627,83540,5566,3895,23011,23683,26233,1854,79876,57122,51434,25897,64783,58490,26225,79031,29886,57120,3419,9448,1153,1871,4209,3301,5861,6901,2287,10521,3796,6873,5515,8881,11157,23603,28996,152006,2521,8566,5536,348654,27107,8975,6431,91404,80143,9354,51447,50615,2113,11020,203427,252969,79660,26273,6118,2079,11235,25932,3696,79723,10075,5511,381,9138,79833,89910,2966,54620,3613,3945,5170,6780,5530,7083,7128,57062,51426,3939,54545,117177,10212,23548,8301,6117,84061,5426,8030,81029,5307,5597,10447,5371,64782,3148,23179,975,7533,3476,11124,29945,1355,51202,64743,81559,84919,64848,29907,1457,9815,329,55120,27,4218,5111,23225,221294,3572,5296,7516,2120,4603,140459,5796,157680,5347,6670,26469,10801,9978,51107,6628,10635,9874,2764,222484,990,4041,7335,57050,672,5869,27005,6009,89122,23219,1107,1874,122809,9274,8754,3838,60,1855,55190,25913,8650,8880,3300,85409,8649,29127,1327,203054,8621,5870,3337,5532,51735,5925,116150,81671,8932,7507,5935,4299,9794,10113,9267,11057,83696,50814,2181,8861,3845,8491,27102,10277,3384,3663,6390,51562,5108,996,79728,9167,5634,55625,10856,9133,7874,9092,84231,196528,2305,56949,6613,8270,5093,4067,56940,10134,5886,6135,7409,7812,54534,5164,5687,4193,54521,5300,5134,11151,9562,11171,79685,90864,1856,83891,51780,55114,330,7832,7879,23234,9631,64421,25978,221079,8667,57602,6426,54431,8449,153478,1198,5933,11329,7975,10922,115426,55192,1174,7517,8648,54532,4089,5892,57508,83596,55388,27333,81620,10865,79677,55922,9324,375,1452,55681,4189,7037,8323,5771,8916,3662,1520,215,26039,64794,23595,818,6048,53942,387,79366,6643,7156,23365,84759,9416,22931,7726,3840,10016,150726,51382,332,7030,55247,1869,10857,10868,3614,5311,3516,7026,5223,26750,11065,10114,23511,4149,10015,102,30827,1831,10713,8454,891,121457,7329,11315,126299,5867,8801,994,23228,10342,6605,1786,988,80228,7071,208,55872,55035,2788,11218,9212,23326,899,865,5982,292,84932,8661,84444,9203,4216,55608,3087,7454,10785,3688,5778,138639,7188,64393,3066,53635,23586,5965,1329,80331,2130,63922,23708,7410,5562,388272,6240,9493,54205,4853,5663,133746,8837,2280,6184,55298,51320,112574,51564,471,9989,4436,1612,23194,1537,200576,84282,2771,54882,1936,7014,9655,55274,55794,5558,51604,4242,79837,8289,6016,55818,5605,84295,8165,355,55361,7520,3151,159,847,79139,5204,2801,113452,139735,27316,47,9063,84669,5534,80124,2821,7528,4217,9604,1017,29959,1029,56829,1788,112858,9185,9230,9322,5894,23512,6195,23451,9500,5879,598,6389,2783,7957,1912,1399,54386,890,7626,6464,22992,5899,6477,9663,9306,1027,30000,7159,389677,51755,8819,10576,23476,10982,5983,10473,2077,26502,8452,83451,9088,8697,79754,11232,23085,27436,10155,90957,10412,5889,3308,5525,3716,97,6294,6772,6400,24140,3014,22954,22984,7518,8899,8745,121268,10721,55593,9612,4204,6929,79872,641,23509,10363,2309,8766,3105,10459,152789,10682,11060,23396,5728,10598,8313,5781,64708,9040,10499,2956,10051,65094,79836,10276,140609,5877,158,26268,9790,29882,3832,2011,90121,8772,11335,23646,23014,2768,5203,4236,7027,8570,6992,1655,8446,254065,9700,1642,51463,79711,644815,50619,6096,23649,93183,9592,7325,29933,6767,4763,11156,55585,3267,22933,11004,2286,84196,29978,8678,1432,7844,8930,667,5906,998,9775,63892,221895,11021,54776,3835,6102,6917,4968,5926,9830,10498,6733,10920,81603,4690,7428,6241,80335,23760,58508,6659,9262,80319,25929,55293,5496,10084,51719,6794,1191,11200,10980,28998,8816,7323,23556,5504,4659,4666,10519,9159,23389,9967,5997,23039,23165,203523,596,9735,9690,54764,79648,55728,1456,223,7743,1613,55843,84930,2778,6675,80311,6478,5306,7534,23636,5928,10140,6602,4152,6938,10163,5564,81609,55870,4191,5395,6597,5326,4998,11344,1105,4084,8078,23243,56681,4931,10270,5537,1431,139322,60343,57147,10006,10126,9166,56180,51132,5450,64320,84108,339175,6310,2739,4967,23299,2178,8050,25788,7818,23118,7289,11234,6778,124583,2289,949,2620,8237,57154,5594,55844,8535,27000,8760,28986,10045,839,8480,2138,57410,53371,10926,26511,10608,5305,5996,4121,26271,2261,56259,9632,10010,9181,6774,83786,4644,271,1455,6868,3150,152579,3275,7942,5595,8897,1351,6428,57178,3420,7013,3265,5866 RAB14,FGFR1OP,KDM4A,PIGQ,XIAP,DHX8,LACTB2,PPP1R16B,ZNF275,FBXO22,EEF2K,CDKN2C,CDK5,NEK6,THAP4,RABGAP1L,RAD23B,SRSF4,MECR,UPRT,NUP153,RNF26,SENP1,PCBP2,MLST8,PLK3,BAK1,ERCC1,RHOBTB3,NRAS,GABPA,MCL1,TOPORS,SMC2,PPFIA3,MCM2,ICMT,RAB22A,ARF4,KRIT1,PWWP2B,TRIM47,AHNAK,SMAD2,MID1IP1,WDR11,RAD18,LIMK1,AXIN1,OGT,RNASEL,FBXL3,TFDP2,SMAD1,E2F2,PDCD4,PFKP,NXT2,SSRP1,DDX42,HIVEP3,CLSPN,RHOC,TRIO,RAB23,CERK,TOP2B,HAUS4,ZNRF3,EZH1,EIF2AK4,PDCD7,ITGB5,APH1B,LMNA,MCTS1,ATG4A,DDX56,SLC38A5,RNFT1,INPP5A,MCM5,FBXO7,PHF14,FOXN2,GEMIN4,NUP85,PHKG2,SRSF11,ETV3,DHX29,MYBL2,ITM2A,USP10,BCLAF1,SRSF5,MPG,ELK1,RHOB,PTPRF,MAGED2,DTWD1,KPNA1,ETS2,DUSP3,MDH1,SNX14,RNF139,ALS2,EGLN1,RHOG,TRIM41,TRERF1,UBR2,PTTG1,CHD1L,TPX2,MYH9,NUF2,PRKACA,KTN1,RAB21,PRKD3,FBXL6,DUT,UBA5,NUP107,ANAPC7,RNF19A,RBM15,RPRD1B,ARL5A,PDCL3,SNX8,GOPC,IDH3A,MAP4K4,CIRBP,E2F3,MEF2D,DNAJA1,RAB1A,TAZ,FKBP3,DDX17,KIF2A,TAF2,PPP2CA,CDC16,LSM6,CORO1C,HIPK2,RNF38,FUS,PDXK,PPP5C,GEN1,ZBTB11,USP13,SRSF6,SESTD1,SIKE1,UBE4A,IP6K2,IL21R,ETS1,IFT27,SLC25A43,NEIL2,PPP1R3B,FBXO3,RPA2,ERH,PDCD10,CLIC4,ITGB8,SUV39H2,HUWE1,PPP1R8,ARF5,ARHGEF1,GEMIN6,UBE3B,GTF2H2,FBXL19,IMPA2,LDHB,PDPK1,STAU1,PPP3CA,TK1,TNFAIP3,DDX24,POLK,LDHA,MTMR12,RAB3IP,DDX39A,TTC33,PICALM,RPA1,MAGT1,POLE,CCDC6,WNT5B,PITX1,MAPK6,FAM3C,PML,AEN,HMGB2,RGL1,CD81,YWHAH,IGBP1,FAF1,ANAPC4,COX15,DDX47,WDR13,TRIM11,PPP1R15B,YTHDC2,SNX15,CSNK2A1,GIT2,BIRC2,FANCL,ABL2,RAB8A,PCNA,NUP210,NT5DC1,IL6ST,PIK3R2,XRCC2,ETV6,MYBL1,ASB6,PTPRK,VPS13B,PLK1,SP3,PTPN18,SEPT9,RBX1,APH1A,SNRPB,RAD51AP1,TLK1,GMFB,LNX2,CDC6,LRP5,UBE2V1,UTP3,BRCA1,RAB5B,USP21,RHEB,TRIM4,FBXO28,CHD3,E2F4,SOCS4,BCL7C,ADAM9,KPNA2,ACTB,DVL1,NUDT11,POT1,NUMB,FUBP1,DNAJB2,NKD2,LAMTOR3,RACGAP1,COX4I1,ADCK5,CDK13,RAB6A,DNAJB1,PPP3CB,RAPGEF6,RB1,NUS1,VMP1,MBD2,XPA,RBM3,AFF1,MAML1,PREB,CYTH1,ABHD2,TRAPPC9,NSDHL,ACSL3,LDB1,KRAS,MAP4K3,EIF2AK1,UBE4B,ICAM2,IRF5,SDHB,MBIP,PCM1,CDC27,PALB2,COX7A2L,PRPS2,ZDHHC7,RUVBL2,CCNB2,USP7,SART1,TRAF7,ARID2,FOXM1,XAB2,SUMO2,LAGE3,PCBP1,LYN,DUSP22,BCAP31,RAD23A,RPL11,VAV1,CSDE1,MRPL50,PDK2,PSMA6,MDM2,WDR44,PIN1,PDCD2,CORO1A,MINPP1,STRAP,SAP30L,SPSB3,DVL2,SNX25,KDM3B,ARHGAP17,BIRC3,BTG2,RAB7A,DNAJC9,NUP155,DCLRE1C,CHMP2B,ARL5B,EIF3H,USP36,SRSF1,DNAJC10,DHX16,PLEKHG4B,CLK3,RBL1,STK38,MAFK,FASTK,UHRF2,DNAJC17,AP1S1,XRCC3,NCOA1,USP53,SMAD4,RAD51D,INTS2,BCL2L12,MCM10,GOLIM4,CDT1,ARID5A,SMC6,NKRF,HMGN3,ARF1,CSNK1A1,SCYL2,DNAJB9,TFRC,FZD6,PTPN2,HERC3,IRF4,CTSS,ABCD1,SS18L1,DDX31,ORC3,CAMK2G,RNF5,CNTN5,RHOA,HMGN5,SNX2,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,TRIM26,KPNA4,PDCD6,FBXO41,ATP6V1D,BIRC5,TFE3,NEIL3,E2F1,PGRMC1,USP20,IMPDH1,PKD2,RBPJ,NR2F2,PGAM1,RPS6KC1,UBE2C,HIPK3,NUP188,MAX,PDCD6IP,ADAM10,CXXC1,TSC22D3,USP39,CUL1,CCNB1,IKBIP,UBE2I,PARK7,ZNF428,RAB4A,SUCLG2,CDC25B,PLCL2,TFG,SMARCE1,DNMT1,CDC5L,ORAI2,KLF10,AKT2,PBK,NOL8,GNG7,DDX20,AURKB,USP22,CCNF,CBFB,RFC2,SLC25A5,RAB2B,EIF3A,DOT1L,ZMYM3,MAP3K4,ANKRD10,HHEX,WAS,WDR4,ITGB1,PTPN7,PTPDC1,TRAF5,ZMAT3,HDAC2,PTOV1,DDX58,RECQL,COX5B,DNAJC5,EWSR1,CHTF18,GSPT2,VAV2,PRKAA1,C16orf87,RRM1,KIF23,CYCS,NOTCH2,PSEN1,JMY,CFLAR,FKBP1A,RPN1,RNF121,MEX3C,SNX18,HDAC7,ATIC,PPP4R1,MSH2,DAPK1,FBXL7,CYC1,PIKFYVE,RNF135,GNAI2,ANKHD1,EEF1D,TERF2,SOCS5,PHF10,DDX28,PRIM2,PIGT,MFNG,PIP4K2C,ARID1A,RIT1,KDM3A,MAP2K2,PHF6,AKAP1,FAS,PI4K2A,XRCC5,HMGN2,ADSS,CAT,DERL1,PFDN5,GOLGA2,TMEM54,ZFP92,RBMX,ACLY,PIAS2,USP32,PPP3R1,VCPIP1,GPI,YY1,MAP3K5,RNF14,CDK2,NRBP1,CDKN2A,ZC3HAV1,DNMT3A,TP53RK,REPS2,RAB11B,TRIP10,RAF1,SUZ12,RPS6KA1,SF3B1,MAGED1,RAC1,BCL2L1,SDHA,GNB2,EPM2A,PHC2,CRKL,TERF2IP,CCNA2,ZNF75D,SHC1,KDM2A,RALB,SIAH1,LPIN2,SOCS6,CDKN1B,TNPO2,TP53BP2,RBM12B,CDK12,SAP30,CCT2,BRD4,MAPRE2,RFC3,HMGN4,ERF,NARF,CUL3,ABHD11,PKMYT1,CDC23,ASB13,POLG2,ERC1,EML4,TRIM28,DHX57,NSA2,RAD51C,HSPA4,PPP2R5A,JAK1,ACYP1,SAFB,STAT1,SEL1L,FTSJ1,H2AFX,TRIM32,PDCD11,XRCC4,PRPF4B,ADAM23,RHEBL1,POLQ,OTUD5,NCOR2,MECP2,TCF3,CBLL1,BLM,POFUT1,HMG20A,FOXO3,RAB11A,HLA-A,MAD2L2,JAKMIP1,EBP,WWP2,PIP5K1C,PTEN,AHSA1,AXIN2,PTPN11,COPS7B,UBE2M,NCOA2,MSH6,SMC4,JMJD4,LONRF3,NET1,NEK7,RABIF,ADSL,FBXO9,BMS1,ANAPC2,KIF11,MARK2,TSR2,FADD,CBX3,PLD3,FBXO21,GNA12,PFDN4,MFAP1,TFDP1,KHSRP,PPP1R11,DDX5,DUSP11,BRWD3,ESPL1,DDB1,GPR89B,IPO4,FAM83G,DEF6,RORB,POLA2,PIGM,IER2,UBE2E2,GPR132,ST13,NF1,PTP4A3,UBE2Q1,AGFG1,SIRT2,KIF2C,FKBP2,USP48,UBQLN2,BECN1,MAPK14,RNF103,MBD4,DST,RAP1A,CDC42,EIF4A3,THADA,JAZF1,RAB35,PPP1R12C,KIF22,RP2,TCEA1,OGG1,ARID4A,TRIM14,CARM1,SRPK2,COPS8,TRIM8,NCK1,VHL,RRM2,WDR82,PITPNB,KMT2C,SOX4,STK17B,CXXC4,GEMIN5,UEVLD,PPM1G,PQBP1,CAB39,STK11,CLU,CHEK2,COPS6,MRPL13,DCAF5,UBE2D3,PIGN,PPP1R2,PPP1R12A,NACA,CIB1,PCSK7,MED13L,THRAP3,RGS2,XPO7,NUP205,ZNF449,BCL2,KNTC1,UBE3C,ZRANB1,MCPH1,N4BP2,CSNK1G3,ALDH9A1,ZNF189,DAPK3,ARHGAP15,MASTL,GNAS,UAP1,KLHL15,SIAH2,PITPNA,YWHAZ,NUP62,RBBP4,TOB1,SMARCD1,MBD1,TCF12,WASF2,PRKAB1,SNX27,ASH1L,MDH2,PMS2,SMARCA4,PLAGL2,ORC1,TWF2,CHD1,MXD1,USP5,ANKRD28,SAR1A,NVL,AKAP8,PPP6C,CS,APOOL,FAM3A,SCYL3,ABI1,DNAL4,EBAG9,MOSPD1,RLIM,POU2AF1,RNF25,PCGF6,METTL2A,ATXN1,GLO1,OGDH,BICD2,FANCE,PDHX,RAD54B,DAP3,TAB2,TULP3,HPS5,STAT6,CANT1,FKBP5,SCARB1,GAS2,USP11,SMURF1,MAPK1,PPP2R2D,CBX4,DNAJC2,CDS2,MAGEH1,SH2D3A,CASP6,RAE1,EYA1,SCYL1,NUP54,DBF4,CHIC2,MXD4,PIP4K2A,RGS1,MAN1A1,FBXO5,FGFR3,CTNNBL1,SEC24C,TANK,ARHGEF2,STAT3,FRMD8,MYO5A,AMPD2,CSNK1G2,ADAM17,HMGN1,SCFD2,PRMT2,TFEB,MAPK3,MTMR3,COX8A,SRSF3,ZMIZ1,IDH3B,TERF1,HRAS,RAB3IL1 lung-carcinoma lung-carcinoma 1.22936996862578e-18 -41.2400298563677 4311 823 0.318129107073831 2587 17385 11116,51552,9682,9091,331,1659,51110,26051,10838,26263,29904,1031,1020,10783,9910,5887,6429,139596,9972,79102,29843,5094,64223,1263,578,2067,22836,4893,2551,10210,4170,8541,10592,23463,4171,57403,378,889,91107,4087,58526,56852,55717,3984,8312,8473,6041,7029,26224,4086,1870,5214,27250,55916,11325,6749,63967,9703,389,7204,51715,64781,7155,2145,440275,10081,3693,83464,4000,28985,115201,54606,92745,3632,51136,4174,25793,9678,3344,50628,5261,79902,9295,2117,54505,4605,9100,9452,9774,6430,4350,2002,388,5792,10916,56986,3836,2114,1845,4190,54820,11236,57231,57679,54583,391,90933,55809,9557,9232,22974,4627,83540,5566,3895,23011,23683,26233,1854,79876,57122,51434,25897,64783,26225,29886,57120,3419,9448,1153,1871,3301,4209,5861,6901,2287,10521,3796,6873,5515,8881,11157,23603,28996,152006,2521,8566,5536,348654,8975,91404,6431,80143,51447,9354,203427,2113,11020,50615,252969,26273,6118,79660,2079,11235,25932,79723,3696,10075,5511,381,9138,79833,89910,54620,2966,3613,3945,5170,6780,5530,7083,7128,57062,51426,3939,54545,117177,10212,8301,6117,9817,84061,5426,8030,81029,5307,5597,10447,5371,64782,3148,23179,975,7533,3476,29945,11124,1355,51202,81559,84919,64743,29907,1457,9815,329,55120,27,4218,5111,23225,221294,3572,2120,7516,5296,118813,4603,140459,157680,5796,5347,6670,26469,10801,9978,10635,6628,9874,2764,222484,990,4041,7335,672,57050,5869,27005,6009,89122,23219,1107,1874,122809,9274,8754,3838,60,1855,55190,25913,8650,8880,3300,85409,8649,1327,29127,8621,203054,5532,3337,5870,51735,116150,81671,8932,7507,5935,4299,2733,9794,9267,11057,83696,50814,2181,8861,3845,27102,8491,10277,3384,3663,6390,51562,79728,996,5634,9167,55625,10856,9133,7874,9092,84231,2305,56949,6613,8270,56940,4067,5093,10134,5886,6135,7812,7409,54534,5164,5687,4193,54521,5300,5134,11151,9562,11171,79685,90864,1856,51780,83891,55114,330,7879,7832,23234,9631,64421,25978,221079,8667,57602,6426,54431,153478,5933,1198,8449,11329,7975,10922,115426,55192,1174,7517,8648,54532,4089,5892,57508,83596,55388,27333,81620,10865,79677,9324,55922,375,1452,55681,8323,4189,7037,5771,8916,3662,64794,215,26039,23595,818,6048,387,53942,79366,6643,7156,23365,84759,9416,22931,7726,150726,3840,51382,10016,332,7030,55247,10857,1869,3614,10868,3516,7026,26750,11065,5223,10114,10015,4149,23511,102,1831,30827,10713,8454,891,121457,7329,11315,5867,8801,994,23228,10342,6605,1786,988,80228,7071,208,55872,2788,11218,9212,23326,899,292,865,5982,84932,8661,84444,9203,4216,55608,3087,7454,5778,3688,138639,7188,64393,3066,53635,23586,5965,1329,80331,63922,23708,5562,7410,6240,9493,54205,4853,5663,133746,8837,2280,6184,55298,51320,112574,471,51564,9989,1612,4436,23194,1537,84282,200576,2771,54882,1936,7014,9655,55274,55794,51604,5558,4242,79837,6016,8289,55818,5605,84295,55361,8165,3151,355,7520,159,79139,847,5204,113452,139735,27316,47,84669,5534,9063,80124,2821,4217,7528,1017,9604,29959,1029,1788,112858,9185,9322,9230,23512,6195,23451,5894,9500,5879,598,2783,6389,7957,54386,1912,1399,7626,890,22992,6464,6477,5899,9663,9306,30000,1027,7159,51755,8819,10576,10982,5983,23476,2077,10473,26502,8452,9088,8697,79754,11232,27436,23085,10155,90957,55139,5889,3308,3716,5525,97,6294,24140,6400,3014,6772,22954,22984,7518,121268,8745,8899,10721,55593,9612,4204,6929,79872,10314,641,8766,2309,23509,10363,10459,23396,10682,152789,11060,5728,10598,5781,8313,64708,9040,10499,2956,10051,65094,79836,10276,140609,158,26268,5877,29882,3832,2011,90121,8772,11335,23646,2768,23014,5203,4236,7027,8570,6992,1655,8446,254065,9700,51463,1642,50619,79711,6096,23649,9592,93183,7325,6767,4763,55585,11156,3267,11004,22933,29978,2286,84196,8678,1432,7844,8930,5906,998,9775,63892,11021,221895,54776,6102,6917,4968,5926,9830,6733,10920,81603,4690,7428,6241,80335,23760,6659,58508,9262,80319,54623,25929,55293,5496,10084,51719,6794,11200,1191,10980,28998,7323,23556,4659,5504,4666,10519,9159,23389,9967,23039,5997,23165,203523,596,9735,9690,54764,79648,55728,1456,223,7743,55843,1613,84930,6675,80311,6478,5306,23636,7534,5928,10140,6602,4152,10163,6938,5564,81609,55870,4191,5395,5326,6597,4998,11344,1105,4084,8078,56681,10270,5537,1431,139322,60343,57147,10006,10126,51132,56180,9166,5450,64320,339175,84108,2739,23299,4967,2178,8050,25788,7818,23118,7289,11234,6778,2289,949,2620,8237,57154,5594,55844,8535,27000,28986,8760,10045,839,2138,8480,57410,10926,53371,26511,10608,5305,5996,26271,3799,2261,56259,10010,9181,6774,83786,271,1455,3150,6868,55827,5595,7942,8897,1351,6428,3420,57178,3265,7013,5866 FGFR1OP,RAB14,KDM4A,PIGQ,XIAP,DHX8,LACTB2,PPP1R16B,ZNF275,FBXO22,EEF2K,CDKN2C,CDK5,NEK6,RABGAP1L,RAD23B,SRSF4,UPRT,NUP153,RNF26,SENP1,PCBP2,MLST8,PLK3,BAK1,ERCC1,RHOBTB3,NRAS,GABPA,TOPORS,MCL1,PPFIA3,SMC2,ICMT,MCM2,RAB22A,ARF4,KRIT1,TRIM47,SMAD2,MID1IP1,RAD18,WDR11,LIMK1,AXIN1,OGT,RNASEL,TFDP2,FBXL3,SMAD1,E2F2,PFKP,PDCD4,NXT2,DDX42,SSRP1,CLSPN,KIAA0100,RHOC,TRIO,RAB23,CERK,TOP2B,EZH1,EIF2AK4,PDCD7,ITGB5,APH1B,LMNA,MCTS1,ATG4A,DDX56,SLC38A5,INPP5A,RNFT1,MCM5,FBXO7,PHF14,FOXN2,GEMIN4,PHKG2,NUP85,SRSF11,ETV3,DHX29,MYBL2,USP10,ITM2A,BCLAF1,SRSF5,MPG,ELK1,RHOB,PTPRF,MAGED2,DTWD1,KPNA1,ETS2,DUSP3,MDH1,NDE1,RNF139,SNX14,ALS2,EGLN1,RHOG,TRIM41,TRERF1,CHD1L,PTTG1,TPX2,MYH9,NUF2,PRKACA,KTN1,RAB21,PRKD3,FBXL6,DUT,UBA5,NUP107,ANAPC7,RNF19A,RBM15,ARL5A,SNX8,GOPC,IDH3A,MAP4K4,CIRBP,E2F3,DNAJA1,MEF2D,RAB1A,TAZ,FKBP3,DDX17,KIF2A,TAF2,PPP2CA,CDC16,LSM6,CORO1C,HIPK2,RNF38,FUS,PDXK,PPP5C,GEN1,USP13,SESTD1,SRSF6,SIKE1,IP6K2,UBE4A,SLC25A43,ETS1,IFT27,IL21R,NEIL2,FBXO3,RPA2,PPP1R3B,ERH,PDCD10,CLIC4,SUV39H2,ITGB8,HUWE1,PPP1R8,ARF5,ARHGEF1,GEMIN6,UBE3B,FBXL19,GTF2H2,IMPA2,LDHB,PDPK1,STAU1,PPP3CA,TK1,TNFAIP3,DDX24,POLK,LDHA,MTMR12,RAB3IP,DDX39A,PICALM,RPA1,KEAP1,MAGT1,POLE,CCDC6,WNT5B,PITX1,MAPK6,FAM3C,PML,AEN,HMGB2,RGL1,CD81,YWHAH,IGBP1,ANAPC4,FAF1,COX15,DDX47,TRIM11,PPP1R15B,WDR13,SNX15,CSNK2A1,GIT2,BIRC2,FANCL,ABL2,RAB8A,PCNA,NUP210,NT5DC1,IL6ST,ETV6,XRCC2,PIK3R2,ZFYVE27,MYBL1,ASB6,VPS13B,PTPRK,PLK1,SP3,PTPN18,SEPT9,RBX1,RAD51AP1,SNRPB,TLK1,GMFB,LNX2,CDC6,LRP5,UBE2V1,BRCA1,UTP3,RAB5B,USP21,RHEB,TRIM4,FBXO28,CHD3,E2F4,SOCS4,BCL7C,ADAM9,KPNA2,ACTB,DVL1,NUDT11,POT1,NUMB,FUBP1,DNAJB2,NKD2,LAMTOR3,COX4I1,RACGAP1,CDK13,ADCK5,PPP3CB,DNAJB1,RAB6A,RAPGEF6,NUS1,VMP1,MBD2,XPA,RBM3,AFF1,GLE1,MAML1,CYTH1,ABHD2,TRAPPC9,NSDHL,ACSL3,LDB1,KRAS,EIF2AK1,MAP4K3,UBE4B,ICAM2,IRF5,SDHB,MBIP,PALB2,CDC27,PRPS2,COX7A2L,ZDHHC7,RUVBL2,CCNB2,USP7,SART1,TRAF7,FOXM1,XAB2,SUMO2,LAGE3,DUSP22,LYN,PCBP1,BCAP31,RAD23A,RPL11,CSDE1,VAV1,MRPL50,PDK2,PSMA6,MDM2,WDR44,PIN1,PDCD2,CORO1A,MINPP1,STRAP,SAP30L,SPSB3,DVL2,KDM3B,SNX25,ARHGAP17,BIRC3,RAB7A,BTG2,DNAJC9,NUP155,DCLRE1C,CHMP2B,ARL5B,EIF3H,USP36,SRSF1,DNAJC10,PLEKHG4B,RBL1,CLK3,DHX16,STK38,MAFK,FASTK,UHRF2,DNAJC17,AP1S1,XRCC3,NCOA1,USP53,SMAD4,RAD51D,INTS2,BCL2L12,MCM10,GOLIM4,CDT1,ARID5A,SMC6,HMGN3,NKRF,ARF1,CSNK1A1,SCYL2,FZD6,DNAJB9,TFRC,PTPN2,HERC3,IRF4,DDX31,ABCD1,SS18L1,ORC3,CAMK2G,RNF5,RHOA,CNTN5,HMGN5,SNX2,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,TRIM26,FBXO41,KPNA4,ATP6V1D,PDCD6,BIRC5,TFE3,NEIL3,PGRMC1,E2F1,IMPDH1,USP20,RBPJ,NR2F2,RPS6KC1,UBE2C,PGAM1,HIPK3,PDCD6IP,MAX,NUP188,ADAM10,TSC22D3,CXXC1,USP39,CUL1,CCNB1,IKBIP,UBE2I,PARK7,RAB4A,SUCLG2,CDC25B,PLCL2,TFG,SMARCE1,DNMT1,CDC5L,ORAI2,KLF10,AKT2,PBK,GNG7,DDX20,AURKB,USP22,CCNF,SLC25A5,CBFB,RFC2,RAB2B,EIF3A,DOT1L,ZMYM3,MAP3K4,ANKRD10,HHEX,WAS,PTPN7,ITGB1,PTPDC1,TRAF5,ZMAT3,HDAC2,PTOV1,DDX58,RECQL,COX5B,DNAJC5,CHTF18,GSPT2,PRKAA1,VAV2,RRM1,KIF23,CYCS,NOTCH2,PSEN1,JMY,CFLAR,FKBP1A,RPN1,RNF121,MEX3C,SNX18,ATIC,HDAC7,PPP4R1,DAPK1,MSH2,FBXL7,CYC1,RNF135,PIKFYVE,GNAI2,ANKHD1,EEF1D,TERF2,SOCS5,PHF10,DDX28,PIGT,PRIM2,MFNG,PIP4K2C,RIT1,ARID1A,KDM3A,MAP2K2,PHF6,PI4K2A,AKAP1,HMGN2,FAS,XRCC5,ADSS,DERL1,CAT,PFDN5,TMEM54,ZFP92,RBMX,ACLY,USP32,PPP3R1,PIAS2,VCPIP1,GPI,MAP3K5,YY1,CDK2,RNF14,NRBP1,CDKN2A,DNMT3A,TP53RK,REPS2,TRIP10,RAB11B,SUZ12,RPS6KA1,SF3B1,RAF1,MAGED1,RAC1,BCL2L1,GNB2,SDHA,EPM2A,TERF2IP,PHC2,CRKL,ZNF75D,CCNA2,KDM2A,SHC1,SIAH1,RALB,LPIN2,SOCS6,TNPO2,CDKN1B,TP53BP2,CDK12,SAP30,CCT2,MAPRE2,RFC3,BRD4,ERF,HMGN4,NARF,CUL3,PKMYT1,CDC23,ASB13,POLG2,EML4,ERC1,TRIM28,DHX57,ANKZF1,RAD51C,HSPA4,JAK1,PPP2R5A,ACYP1,SAFB,FTSJ1,SEL1L,H2AFX,STAT1,TRIM32,PDCD11,XRCC4,RHEBL1,ADAM23,PRPF4B,POLQ,OTUD5,NCOR2,MECP2,TCF3,CBLL1,LANCL1,BLM,RAB11A,FOXO3,POFUT1,HMG20A,MAD2L2,PIP5K1C,EBP,JAKMIP1,WWP2,PTEN,AHSA1,PTPN11,AXIN2,COPS7B,UBE2M,NCOA2,MSH6,SMC4,JMJD4,LONRF3,NET1,NEK7,ADSL,FBXO9,RABIF,ANAPC2,KIF11,MARK2,TSR2,FADD,CBX3,PLD3,GNA12,FBXO21,PFDN4,MFAP1,TFDP1,KHSRP,PPP1R11,DDX5,DUSP11,BRWD3,ESPL1,GPR89B,DDB1,DEF6,IPO4,RORB,POLA2,IER2,PIGM,UBE2E2,ST13,NF1,UBE2Q1,PTP4A3,AGFG1,KIF2C,SIRT2,UBQLN2,FKBP2,USP48,BECN1,MAPK14,RNF103,MBD4,RAP1A,CDC42,EIF4A3,THADA,RAB35,JAZF1,PPP1R12C,RP2,TCEA1,OGG1,ARID4A,TRIM14,SRPK2,COPS8,TRIM8,NCK1,VHL,RRM2,WDR82,PITPNB,SOX4,KMT2C,STK17B,CXXC4,PAF1,GEMIN5,UEVLD,PPM1G,PQBP1,CAB39,STK11,CHEK2,CLU,COPS6,MRPL13,UBE2D3,PIGN,PPP1R12A,PPP1R2,NACA,CIB1,PCSK7,MED13L,THRAP3,XPO7,RGS2,NUP205,ZNF449,BCL2,KNTC1,UBE3C,ZRANB1,MCPH1,N4BP2,CSNK1G3,ALDH9A1,ZNF189,ARHGAP15,DAPK3,MASTL,UAP1,KLHL15,SIAH2,PITPNA,NUP62,YWHAZ,RBBP4,TOB1,SMARCD1,MBD1,WASF2,TCF12,PRKAB1,SNX27,ASH1L,MDH2,PMS2,PLAGL2,SMARCA4,ORC1,TWF2,CHD1,MXD1,USP5,SAR1A,AKAP8,PPP6C,CS,APOOL,FAM3A,SCYL3,ABI1,DNAL4,RLIM,MOSPD1,EBAG9,POU2AF1,RNF25,METTL2A,PCGF6,GLO1,BICD2,OGDH,FANCE,PDHX,RAD54B,DAP3,TAB2,TULP3,HPS5,STAT6,FKBP5,SCARB1,GAS2,USP11,SMURF1,MAPK1,PPP2R2D,CBX4,DNAJC2,MAGEH1,CDS2,SH2D3A,CASP6,EYA1,RAE1,SCYL1,DBF4,NUP54,CHIC2,MXD4,PIP4K2A,RGS1,FBXO5,KIF5B,FGFR3,CTNNBL1,TANK,ARHGEF2,STAT3,FRMD8,AMPD2,CSNK1G2,HMGN1,ADAM17,DCAF6,MAPK3,TFEB,MTMR3,COX8A,SRSF3,IDH3B,ZMIZ1,HRAS,TERF1,RAB3IL1 pleura pleura 3.3402083635775e-15 -33.3327432055633 4983 910 0.351758793969849 2587 17385 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NKRD28,SAP130,SAR1A,NVL,AKAP8,PPP6C,CS,APOOL,CHTOP,FAM3A,SCYL3,ABI1,DNAL4,EBAG9,MOSPD1,RLIM,POU2AF1,RNF25,PCGF6,METTL2A,ATXN1,GLO1,OGDH,BICD2,FANCE,PDHX,RAD54B,DAP3,TAB2,STAT6,HPS5,TULP3,CANT1,FKBP5,SCARB1,GAS2,USP11,SMURF1,MAPK1,PPP2R2D,CBX4,DNAJC2,CDS2,MAGEH1,SH2D3A,CASP6,RAE1,EYA1,SCYL1,NUP54,DBF4,CHIC2,MXD4,PIP4K2A,RGS1,MAN1A1,FBXO5,FGFR3,CTNNBL1,SEC24C,TANK,ARHGEF2,STAT3,FRMD8,MYO5A,AMPD2,CSNK1G2,ADAM17,HMGN1,SCFD2,PRMT2,TFEB,MAPK3,MTMR3,COX8A,KBTBD7,SRSF3,ZMIZ1,IDH3B,TERF1,HRAS,RAB3IL1 kidney-carcinoma-renal_cell_carcinoma kidney-carcinoma-renal_cell_carcinoma 1.16518347909554e-14 -32.0833127345138 4601 846 0.327019713954387 2587 17385 51552,11116,9682,9091,331,1659,51110,26051,10838,26263,29904,1031,1020,10783,9910,5887,6429,23047,139596,9972,79102,29843,5094,64223,1263,578,2067,22836,2551,56992,4170,10210,10592,11083,8541,4171,23463,57403,378,889,91107,4087,58526,55717,56852,3984,8312,8473,6041,26224,7029,4086,1870,27250,5214,55916,6749,11325,63967,389,7204,51715,64781,7155,84133,2145,440275,10081,3693,83464,4000,28985,115201,54606,92745,51136,3632,4174,9783,25793,9678,3344,50628,79902,5261,9295,2117,54505,4605,9452,9100,9774,6430,9139,4350,2002,388,5792,10916,56986,3836,2114,1845,4190,57231,11236,57679,54583,391,90933,55809,9232,9557,22974,4627,83540,5566,3895,23011,23683,26233,1854,79876,57122,51434,25897,64783,26225,29886,57120,3419,9448,1153,1871,535,4209,3301,5861,6901,2287,10521,3796,6873,5515,8881,11157,23603,28996,152006,2521,8566,5536,348654,23143,8975,6431,91404,80143,9354,51447,50615,2113,11020,203427,252969,79660,26273,6118,2079,11235,25932,3696,79723,10075,5511,381,9138,79833,89910,54620,2966,3613,3945,5170,6780,5530,7083,7128,57062,51426,3939,54545,117177,10212,8301,6117,84061,5426,8030,81029,5307,5597,10447,5371,64782,3148,23179,975,7533,3476,11124,29945,1355,51202,64743,81559,84919,29907,1457,9815,329,6745,55120,27,4218,5111,23225,221294,3572,5296,7516,2120,4603,140459,5796,157680,5347,6670,26469,10801,9978,6628,10635,9874,2764,222484,990,4041,7335,57050,672,55193,5869,27005,6009,89122,23219,1107,1874,122809,9274,8754,3838,60,1855,55190,25913,8650,8880,3300,1063,85409,8649,29127,1327,203054,8621,5870,3337,5532,51735,116150,81671,8932,7507,5935,4299,9794,9267,11057,83696,50814,2181,8861,3845,8491,27102,10277,3384,1982,3663,6390,51562,996,79728,9167,5634,55625,10856,9133,7874,9092,1540,84231,2305,56949,6613,8270,5093,4067,56940,10134,5886,6135,7409,7812,54534,5164,5687,4193,54521,5300,5134,26015,11151,9562,10768,11171,79685,90864,1856,83891,51780,55114,330,7832,7879,23234,9631,64421,25978,221079,8667,57602,6426,54431,3416,8449,153478,1198,5933,11329,7975,10922,115426,55192,1174,7517,8648,54532,4089,5892,57508,83596,55388,27333,81620,10865,79677,55922,9324,375,1452,55681,4189,7037,8323,5771,8916,3662,215,26039,64794,84172,23595,818,6048,53942,387,79366,6643,7156,23365,84759,9416,22931,7726,3840,10016,150726,51382,332,7030,55247,1869,10857,10868,3614,3516,7026,5223,26750,11065,10114,23511,4149,10015,102,30827,29801,1831,10713,8454,891,121457,7329,11315,5867,8801,994,23228,10342,6605,1786,988,80228,7071,208,55872,2788,11218,9212,23326,51809,899,865,5982,292,84932,8661,84444,9203,4216,55608,3087,7454,3688,5778,138639,7188,64393,3066,53635,23586,5965,1329,80331,4594,63922,23708,5562,7410,6240,9493,54205,4853,5663,133746,8837,2280,6184,55298,51320,112574,51564,471,9989,4436,1612,54872,23194,1537,200576,84282,2771,54882,1936,7014,9655,55274,55794,5558,51604,4242,79837,8289,5339,6016,55818,5605,84295,8165,355,55361,7520,3151,159,847,79139,5204,113452,139735,27316,47,9063,84669,5534,80124,2821,7528,4217,9604,1017,91768,29959,1029,1788,112858,9185,9230,9322,9816,5894,23512,6195,23451,9500,5879,598,6389,2783,7957,1912,1399,54386,890,7626,6464,22992,5899,6477,9663,9306,1027,30000,7159,51755,8819,10576,23476,10982,5983,10473,2077,26502,8452,9088,8697,79754,11232,23085,10155,90957,5889,3308,5525,3716,97,6294,6772,6400,24140,3014,22954,22984,7518,8899,8745,121268,10721,55593,9612,4204,6929,79872,641,23509,10363,2309,8766,54497,10459,152789,10682,11060,23396,4695,10598,8313,5781,64708,9040,10499,2956,10051,65094,79836,10276,140609,5877,158,26268,29882,3832,23499,2011,90121,8772,11335,23646,2768,23014,5203,4236,7027,8570,6992,1655,8446,254065,9700,1642,79711,51463,50619,6096,23649,93183,9592,7325,6767,4763,11156,55585,3267,22933,11004,2286,84196,29978,8678,1432,7844,8930,5906,998,9775,63892,221895,11021,54776,6102,6917,4968,5926,9830,6733,10920,81603,4690,7428,123811,6241,80335,23760,58508,6659,9262,80319,25929,55293,5496,10084,51719,6794,1191,11200,10980,28998,7323,23556,5504,4659,4666,10519,9159,23389,9967,5997,23039,7270,23165,203523,596,9735,9690,54764,79648,55728,1456,50809,223,7743,1613,55843,84930,6675,80311,4783,6478,5306,7534,23636,5928,10140,6602,10163,4152,6938,5564,81609,55870,4191,5395,6597,5326,4998,11344,1105,4084,8078,56681,10270,5537,1431,139322,60343,57147,10006,10126,9166,56180,51132,5450,6404,64320,84108,339175,6310,2739,4967,23299,2178,8050,25788,7818,23118,7289,6778,11234,2289,949,2620,8237,57154,5594,55844,8535,27000,8760,28986,10045,839,8480,2138,57410,53371,10926,26511,10608,5305,5996,26271,2261,56259,10010,147184,9181,6774,83786,4644,271,1455,6868,3150,51409,259266,7942,5595,8897,1351,6428,57178,3420,7013,5866 RAB14,FGFR1OP,KDM4A,PIGQ,XIAP,DHX8,LACTB2,PPP1R16B,ZNF275,FBXO22,EEF2K,CDKN2C,CDK5,NEK6,RABGAP1L,RAD23B,SRSF4,PDS5B,UPRT,NUP153,RNF26,SENP1,PCBP2,MLST8,PLK3,BAK1,ERCC1,RHOBTB3,GABPA,KIF15,MCL1,TOPORS,SMC2,DIDO1,PPFIA3,MCM2,ICMT,RAB22A,ARF4,KRIT1,TRIM47,SMAD2,MID1IP1,WDR11,RAD18,LIMK1,AXIN1,OGT,RNASEL,FBXL3,TFDP2,SMAD1,E2F2,PDCD4,PFKP,NXT2,SSRP1,DDX42,CLSPN,RHOC,TRIO,RAB23,CERK,TOP2B,ZNRF3,EZH1,EIF2AK4,PDCD7,ITGB5,APH1B,LMNA,MCTS1,ATG4A,DDX56,SLC38A5,RNFT1,INPP5A,MCM5,RIMS3,FBXO7,PHF14,FOXN2,GEMIN4,NUP85,PHKG2,SRSF11,ETV3,DHX29,MYBL2,ITM2A,USP10,BCLAF1,SRSF5,CBFA2T2,MPG,ELK1,RHOB,PTPRF,MAGED2,DTWD1,KPNA1,ETS2,DUSP3,MDH1,SNX14,RNF139,ALS2,EGLN1,RHOG,TRIM41,TRERF1,PTTG1,CHD1L,TPX2,MYH9,NUF2,PRKACA,KTN1,RAB21,PRKD3,FBXL6,DUT,UBA5,NUP107,ANAPC7,RNF19A,RBM15,ARL5A,SNX8,GOPC,IDH3A,MAP4K4,CIRBP,E2F3,ATP6V0A1,MEF2D,DNAJA1,RAB1A,TAZ,FKBP3,DDX17,KIF2A,TAF2,PPP2CA,CDC16,LSM6,CORO1C,HIPK2,RNF38,FUS,PDXK,PPP5C,GEN1,LRCH1,USP13,SRSF6,SESTD1,SIKE1,UBE4A,IP6K2,IL21R,ETS1,IFT27,SLC25A43,NEIL2,PPP1R3B,FBXO3,RPA2,ERH,PDCD10,CLIC4,ITGB8,SUV39H2,HUWE1,PPP1R8,ARF5,ARHGEF1,GEMIN6,UBE3B,FBXL19,GTF2H2,IMPA2,LDHB,PDPK1,STAU1,PPP3CA,TK1,TNFAIP3,DDX24,POLK,LDHA,MTMR12,RAB3IP,DDX39A,PICALM,RPA1,MAGT1,POLE,CCDC6,WNT5B,PITX1,MAPK6,FAM3C,PML,AEN,HMGB2,RGL1,CD81,YWHAH,IGBP1,FAF1,ANAPC4,COX15,DDX47,WDR13,TRIM11,PPP1R15B,SNX15,CSNK2A1,GIT2,BIRC2,SSR1,FANCL,ABL2,RAB8A,PCNA,NUP210,NT5DC1,IL6ST,PIK3R2,XRCC2,ETV6,MYBL1,ASB6,PTPRK,VPS13B,PLK1,SP3,PTPN18,SEPT9,RBX1,SNRPB,RAD51AP1,TLK1,GMFB,LNX2,CDC6,LRP5,UBE2V1,UTP3,BRCA1,PBRM1,RAB5B,USP21,RHEB,TRIM4,FBXO28,CHD3,E2F4,SOCS4,BCL7C,ADAM9,KPNA2,ACTB,DVL1,NUDT11,POT1,NUMB,FUBP1,DNAJB2,CENPF,NKD2,LAMTOR3,RACGAP1,COX4I1,ADCK5,CDK13,RAB6A,DNAJB1,PPP3CB,RAPGEF6,NUS1,VMP1,MBD2,XPA,RBM3,AFF1,MAML1,CYTH1,ABHD2,TRAPPC9,NSDHL,ACSL3,LDB1,KRAS,MAP4K3,EIF2AK1,UBE4B,ICAM2,EIF4G2,IRF5,SDHB,MBIP,CDC27,PALB2,COX7A2L,PRPS2,ZDHHC7,RUVBL2,CCNB2,USP7,SART1,CYLD,TRAF7,FOXM1,XAB2,SUMO2,LAGE3,PCBP1,LYN,DUSP22,BCAP31,RAD23A,RPL11,VAV1,CSDE1,MRPL50,PDK2,PSMA6,MDM2,WDR44,PIN1,PDCD2,RPAP1,CORO1A,MINPP1,AHCYL1,STRAP,SAP30L,SPSB3,DVL2,SNX25,KDM3B,ARHGAP17,BIRC3,BTG2,RAB7A,DNAJC9,NUP155,DCLRE1C,CHMP2B,ARL5B,EIF3H,USP36,SRSF1,DNAJC10,IDE,DHX16,PLEKHG4B,CLK3,RBL1,STK38,MAFK,FASTK,UHRF2,DNAJC17,AP1S1,XRCC3,NCOA1,USP53,SMAD4,RAD51D,INTS2,BCL2L12,MCM10,GOLIM4,CDT1,ARID5A,SMC6,NKRF,HMGN3,ARF1,CSNK1A1,SCYL2,DNAJB9,TFRC,FZD6,PTPN2,HERC3,IRF4,ABCD1,SS18L1,DDX31,POLR1B,ORC3,CAMK2G,RNF5,CNTN5,RHOA,HMGN5,SNX2,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,TRIM26,KPNA4,PDCD6,FBXO41,ATP6V1D,BIRC5,TFE3,NEIL3,E2F1,PGRMC1,USP20,IMPDH1,RBPJ,NR2F2,PGAM1,RPS6KC1,UBE2C,HIPK3,NUP188,MAX,PDCD6IP,ADAM10,CXXC1,ZDHHC8,TSC22D3,USP39,CUL1,CCNB1,IKBIP,UBE2I,PARK7,RAB4A,SUCLG2,CDC25B,PLCL2,TFG,SMARCE1,DNMT1,CDC5L,ORAI2,KLF10,AKT2,PBK,GNG7,DDX20,AURKB,USP22,GALNT7,CCNF,CBFB,RFC2,SLC25A5,RAB2B,EIF3A,DOT1L,ZMYM3,MAP3K4,ANKRD10,HHEX,WAS,ITGB1,PTPN7,PTPDC1,TRAF5,ZMAT3,HDAC2,PTOV1,DDX58,RECQL,COX5B,DNAJC5,MUT,CHTF18,GSPT2,PRKAA1,VAV2,RRM1,KIF23,CYCS,NOTCH2,PSEN1,JMY,CFLAR,FKBP1A,RPN1,RNF121,MEX3C,SNX18,HDAC7,ATIC,PPP4R1,MSH2,DAPK1,PIGG,FBXL7,CYC1,PIKFYVE,RNF135,GNAI2,ANKHD1,EEF1D,TERF2,SOCS5,PHF10,DDX28,PRIM2,PIGT,MFNG,PIP4K2C,ARID1A,PLEC,RIT1,KDM3A,MAP2K2,PHF6,AKAP1,FAS,PI4K2A,XRCC5,HMGN2,ADSS,CAT,DERL1,PFDN5,TMEM54,ZFP92,RBMX,ACLY,PIAS2,USP32,PPP3R1,VCPIP1,GPI,YY1,MAP3K5,RNF14,CDK2,CABLES1,NRBP1,CDKN2A,DNMT3A,TP53RK,REPS2,RAB11B,TRIP10,URB2,RAF1,SUZ12,RPS6KA1,SF3B1,MAGED1,RAC1,BCL2L1,SDHA,GNB2,EPM2A,PHC2,CRKL,TERF2IP,CCNA2,ZNF75D,SHC1,KDM2A,RALB,SIAH1,LPIN2,SOCS6,CDKN1B,TNPO2,TP53BP2,CDK12,SAP30,CCT2,BRD4,MAPRE2,RFC3,HMGN4,ERF,NARF,CUL3,PKMYT1,CDC23,ASB13,POLG2,ERC1,TRIM28,DHX57,RAD51C,HSPA4,PPP2R5A,JAK1,ACYP1,SAFB,STAT1,SEL1L,FTSJ1,H2AFX,TRIM32,PDCD11,XRCC4,PRPF4B,ADAM23,RHEBL1,POLQ,OTUD5,NCOR2,MECP2,TCF3,CBLL1,BLM,POFUT1,HMG20A,FOXO3,RAB11A,HEATR5B,MAD2L2,JAKMIP1,EBP,WWP2,PIP5K1C,NDUFA2,AHSA1,AXIN2,PTPN11,COPS7B,UBE2M,NCOA2,MSH6,SMC4,JMJD4,LONRF3,NET1,NEK7,RABIF,ADSL,FBXO9,ANAPC2,KIF11,MACF1,MARK2,TSR2,FADD,CBX3,PLD3,GNA12,FBXO21,PFDN4,MFAP1,TFDP1,KHSRP,PPP1R11,DDX5,DUSP11,BRWD3,ESPL1,DDB1,IPO4,GPR89B,DEF6,RORB,POLA2,PIGM,IER2,UBE2E2,ST13,NF1,PTP4A3,UBE2Q1,AGFG1,SIRT2,KIF2C,FKBP2,USP48,UBQLN2,BECN1,MAPK14,RNF103,MBD4,RAP1A,CDC42,EIF4A3,THADA,JAZF1,RAB35,PPP1R12C,RP2,TCEA1,OGG1,ARID4A,TRIM14,SRPK2,COPS8,TRIM8,NCK1,VHL,FOPNL,RRM2,WDR82,PITPNB,KMT2C,SOX4,STK17B,CXXC4,GEMIN5,UEVLD,PPM1G,PQBP1,CAB39,STK11,CLU,CHEK2,COPS6,MRPL13,UBE2D3,PIGN,PPP1R2,PPP1R12A,NACA,CIB1,PCSK7,MED13L,THRAP3,RGS2,XPO7,TTF1,NUP205,ZNF449,BCL2,KNTC1,UBE3C,ZRANB1,MCPH1,N4BP2,CSNK1G3,HP1BP3,ALDH9A1,ZNF189,DAPK3,ARHGAP15,MASTL,UAP1,KLHL15,NFIL3,SIAH2,PITPNA,YWHAZ,NUP62,RBBP4,TOB1,SMARCD1,WASF2,MBD1,TCF12,PRKAB1,SNX27,ASH1L,MDH2,PMS2,SMARCA4,PLAGL2,ORC1,TWF2,CHD1,MXD1,USP5,SAR1A,AKAP8,PPP6C,CS,APOOL,FAM3A,SCYL3,ABI1,DNAL4,EBAG9,MOSPD1,RLIM,POU2AF1,SELPLG,RNF25,PCGF6,METTL2A,ATXN1,GLO1,OGDH,BICD2,FANCE,PDHX,RAD54B,DAP3,TAB2,TULP3,STAT6,HPS5,FKBP5,SCARB1,GAS2,USP11,SMURF1,MAPK1,PPP2R2D,CBX4,DNAJC2,CDS2,MAGEH1,SH2D3A,CASP6,RAE1,EYA1,SCYL1,NUP54,DBF4,CHIC2,MXD4,PIP4K2A,RGS1,FBXO5,FGFR3,CTNNBL1,TANK,TMEM99,ARHGEF2,STAT3,FRMD8,MYO5A,AMPD2,CSNK1G2,ADAM17,HMGN1,HEMK1,ASPM,TFEB,MAPK3,MTMR3,COX8A,SRSF3,ZMIZ1,IDH3B,TERF1,RAB3IL1 renal_cell_carcinoma renal_cell_carcinoma 1.16518347909554e-14 -32.0833127345138 4601 846 0.327019713954387 2587 17385 51552,11116,9682,9091,331,1659,51110,26051,10838,26263,29904,1031,1020,10783,9910,5887,6429,23047,139596,9972,79102,29843,5094,64223,1263,578,2067,22836,2551,56992,4170,10210,10592,11083,8541,4171,23463,57403,378,889,91107,4087,58526,55717,56852,3984,8312,8473,6041,26224,7029,4086,1870,27250,5214,55916,6749,11325,63967,389,7204,51715,64781,7155,84133,2145,440275,10081,3693,83464,4000,28985,115201,54606,92745,51136,3632,4174,9783,25793,9678,3344,50628,79902,5261,9295,2117,54505,4605,9452,9100,9774,6430,9139,4350,2002,388,5792,10916,56986,3836,2114,1845,4190,57231,11236,57679,54583,391,90933,55809,9232,9557,22974,4627,83540,5566,3895,23011,23683,26233,1854,79876,57122,51434,25897,64783,26225,29886,57120,3419,9448,1153,1871,535,4209,3301,5861,6901,2287,10521,3796,6873,5515,8881,11157,23603,28996,152006,2521,8566,5536,348654,23143,8975,6431,91404,80143,9354,51447,50615,2113,11020,203427,252969,79660,26273,6118,2079,11235,25932,3696,79723,10075,5511,381,9138,79833,89910,54620,2966,3613,3945,5170,6780,5530,7083,7128,57062,51426,3939,54545,117177,10212,8301,6117,84061,5426,8030,81029,5307,5597,10447,5371,64782,3148,23179,975,7533,3476,11124,29945,1355,51202,64743,81559,84919,29907,1457,9815,329,6745,55120,27,4218,5111,23225,221294,3572,5296,7516,2120,4603,140459,5796,157680,5347,6670,26469,10801,9978,6628,10635,9874,2764,222484,990,4041,7335,57050,672,55193,5869,27005,6009,89122,23219,1107,1874,122809,9274,8754,3838,60,1855,55190,25913,8650,8880,3300,1063,85409,8649,29127,1327,203054,8621,5870,3337,5532,51735,116150,81671,8932,7507,5935,4299,9794,9267,11057,83696,50814,2181,8861,3845,8491,27102,10277,3384,1982,3663,6390,51562,996,79728,9167,5634,55625,10856,9133,7874,9092,1540,84231,2305,56949,6613,8270,5093,4067,56940,10134,5886,6135,7409,7812,54534,5164,5687,4193,54521,5300,5134,26015,11151,9562,10768,11171,79685,90864,1856,83891,51780,55114,330,7832,7879,23234,9631,64421,25978,221079,8667,57602,6426,54431,3416,8449,153478,1198,5933,11329,7975,10922,115426,55192,1174,7517,8648,54532,4089,5892,57508,83596,55388,27333,81620,10865,79677,55922,9324,375,1452,55681,4189,7037,8323,5771,8916,3662,215,26039,64794,84172,23595,818,6048,53942,387,79366,6643,7156,23365,84759,9416,22931,7726,3840,10016,150726,51382,332,7030,55247,1869,10857,10868,3614,3516,7026,5223,26750,11065,10114,23511,4149,10015,102,30827,29801,1831,10713,8454,891,121457,7329,11315,5867,8801,994,23228,10342,6605,1786,988,80228,7071,208,55872,2788,11218,9212,23326,51809,899,865,5982,292,84932,8661,84444,9203,4216,55608,3087,7454,3688,5778,138639,7188,64393,3066,53635,23586,5965,1329,80331,4594,63922,23708,5562,7410,6240,9493,54205,4853,5663,133746,8837,2280,6184,55298,51320,112574,51564,471,9989,4436,1612,54872,23194,1537,200576,84282,2771,54882,1936,7014,9655,55274,55794,5558,51604,4242,79837,8289,5339,6016,55818,5605,84295,8165,355,55361,7520,3151,159,847,79139,5204,113452,139735,27316,47,9063,84669,5534,80124,2821,7528,4217,9604,1017,91768,29959,1029,1788,112858,9185,9230,9322,9816,5894,23512,6195,23451,9500,5879,598,6389,2783,7957,1912,1399,54386,890,7626,6464,22992,5899,6477,9663,9306,1027,30000,7159,51755,8819,10576,23476,10982,5983,10473,2077,26502,8452,9088,8697,79754,11232,23085,10155,90957,5889,3308,5525,3716,97,6294,6772,6400,24140,3014,22954,22984,7518,8899,8745,121268,10721,55593,9612,4204,6929,79872,641,23509,10363,2309,8766,54497,10459,152789,10682,11060,23396,4695,10598,8313,5781,64708,9040,10499,2956,10051,65094,79836,10276,140609,5877,158,26268,29882,3832,23499,2011,90121,8772,11335,23646,2768,23014,5203,4236,7027,8570,6992,1655,8446,254065,9700,1642,79711,51463,50619,6096,23649,93183,9592,7325,6767,4763,11156,55585,3267,22933,11004,2286,84196,29978,8678,1432,7844,8930,5906,998,9775,63892,221895,11021,54776,6102,6917,4968,5926,9830,6733,10920,81603,4690,7428,123811,6241,80335,23760,58508,6659,9262,80319,25929,55293,5496,10084,51719,6794,1191,11200,10980,28998,7323,23556,5504,4659,4666,10519,9159,23389,9967,5997,23039,7270,23165,203523,596,9735,9690,54764,79648,55728,1456,50809,223,7743,1613,55843,84930,6675,80311,4783,6478,5306,7534,23636,5928,10140,6602,10163,4152,6938,5564,81609,55870,4191,5395,6597,5326,4998,11344,1105,4084,8078,56681,10270,5537,1431,139322,60343,57147,10006,10126,9166,56180,51132,5450,6404,64320,84108,339175,6310,2739,4967,23299,2178,8050,25788,7818,23118,7289,6778,11234,2289,949,2620,8237,57154,5594,55844,8535,27000,8760,28986,10045,839,8480,2138,57410,53371,10926,26511,10608,5305,5996,26271,2261,56259,10010,147184,9181,6774,83786,4644,271,1455,6868,3150,51409,259266,7942,5595,8897,1351,6428,57178,3420,7013,5866 RAB14,FGFR1OP,KDM4A,PIGQ,XIAP,DHX8,LACTB2,PPP1R16B,ZNF275,FBXO22,EEF2K,CDKN2C,CDK5,NEK6,RABGAP1L,RAD23B,SRSF4,PDS5B,UPRT,NUP153,RNF26,SENP1,PCBP2,MLST8,PLK3,BAK1,ERCC1,RHOBTB3,GABPA,KIF15,MCL1,TOPORS,SMC2,DIDO1,PPFIA3,MCM2,ICMT,RAB22A,ARF4,KRIT1,TRIM47,SMAD2,MID1IP1,WDR11,RAD18,LIMK1,AXIN1,OGT,RNASEL,FBXL3,TFDP2,SMAD1,E2F2,PDCD4,PFKP,NXT2,SSRP1,DDX42,CLSPN,RHOC,TRIO,RAB23,CERK,TOP2B,ZNRF3,EZH1,EIF2AK4,PDCD7,ITGB5,APH1B,LMNA,MCTS1,ATG4A,DDX56,SLC38A5,RNFT1,INPP5A,MCM5,RIMS3,FBXO7,PHF14,FOXN2,GEMIN4,NUP85,PHKG2,SRSF11,ETV3,DHX29,MYBL2,ITM2A,USP10,BCLAF1,SRSF5,CBFA2T2,MPG,ELK1,RHOB,PTPRF,MAGED2,DTWD1,KPNA1,ETS2,DUSP3,MDH1,SNX14,RNF139,ALS2,EGLN1,RHOG,TRIM41,TRERF1,PTTG1,CHD1L,TPX2,MYH9,NUF2,PRKACA,KTN1,RAB21,PRKD3,FBXL6,DUT,UBA5,NUP107,ANAPC7,RNF19A,RBM15,ARL5A,SNX8,GOPC,IDH3A,MAP4K4,CIRBP,E2F3,ATP6V0A1,MEF2D,DNAJA1,RAB1A,TAZ,FKBP3,DDX17,KIF2A,TAF2,PPP2CA,CDC16,LSM6,CORO1C,HIPK2,RNF38,FUS,PDXK,PPP5C,GEN1,LRCH1,USP13,SRSF6,SESTD1,SIKE1,UBE4A,IP6K2,IL21R,ETS1,IFT27,SLC25A43,NEIL2,PPP1R3B,FBXO3,RPA2,ERH,PDCD10,CLIC4,ITGB8,SUV39H2,HUWE1,PPP1R8,ARF5,ARHGEF1,GEMIN6,UBE3B,FBXL19,GTF2H2,IMPA2,LDHB,PDPK1,STAU1,PPP3CA,TK1,TNFAIP3,DDX24,POLK,LDHA,MTMR12,RAB3IP,DDX39A,PICALM,RPA1,MAGT1,POLE,CCDC6,WNT5B,PITX1,MAPK6,FAM3C,PML,AEN,HMGB2,RGL1,CD81,YWHAH,IGBP1,FAF1,ANAPC4,COX15,DDX47,WDR13,TRIM11,PPP1R15B,SNX15,CSNK2A1,GIT2,BIRC2,SSR1,FANCL,ABL2,RAB8A,PCNA,NUP210,NT5DC1,IL6ST,PIK3R2,XRCC2,ETV6,MYBL1,ASB6,PTPRK,VPS13B,PLK1,SP3,PTPN18,SEPT9,RBX1,SNRPB,RAD51AP1,TLK1,GMFB,LNX2,CDC6,LRP5,UBE2V1,UTP3,BRCA1,PBRM1,RAB5B,USP21,RHEB,TRIM4,FBXO28,CHD3,E2F4,SOCS4,BCL7C,ADAM9,KPNA2,ACTB,DVL1,NUDT11,POT1,NUMB,FUBP1,DNAJB2,CENPF,NKD2,LAMTOR3,RACGAP1,COX4I1,ADCK5,CDK13,RAB6A,DNAJB1,PPP3CB,RAPGEF6,NUS1,VMP1,MBD2,XPA,RBM3,AFF1,MAML1,CYTH1,ABHD2,TRAPPC9,NSDHL,ACSL3,LDB1,KRAS,MAP4K3,EIF2AK1,UBE4B,ICAM2,EIF4G2,IRF5,SDHB,MBIP,CDC27,PALB2,COX7A2L,PRPS2,ZDHHC7,RUVBL2,CCNB2,USP7,SART1,CYLD,TRAF7,FOXM1,XAB2,SUMO2,LAGE3,PCBP1,LYN,DUSP22,BCAP31,RAD23A,RPL11,VAV1,CSDE1,MRPL50,PDK2,PSMA6,MDM2,WDR44,PIN1,PDCD2,RPAP1,CORO1A,MINPP1,AHCYL1,STRAP,SAP30L,SPSB3,DVL2,SNX25,KDM3B,ARHGAP17,BIRC3,BTG2,RAB7A,DNAJC9,NUP155,DCLRE1C,CHMP2B,ARL5B,EIF3H,USP36,SRSF1,DNAJC10,IDE,DHX16,PLEKHG4B,CLK3,RBL1,STK38,MAFK,FASTK,UHRF2,DNAJC17,AP1S1,XRCC3,NCOA1,USP53,SMAD4,RAD51D,INTS2,BCL2L12,MCM10,GOLIM4,CDT1,ARID5A,SMC6,NKRF,HMGN3,ARF1,CSNK1A1,SCYL2,DNAJB9,TFRC,FZD6,PTPN2,HERC3,IRF4,ABCD1,SS18L1,DDX31,POLR1B,ORC3,CAMK2G,RNF5,CNTN5,RHOA,HMGN5,SNX2,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,TRIM26,KPNA4,PDCD6,FBXO41,ATP6V1D,BIRC5,TFE3,NEIL3,E2F1,PGRMC1,USP20,IMPDH1,RBPJ,NR2F2,PGAM1,RPS6KC1,UBE2C,HIPK3,NUP188,MAX,PDCD6IP,ADAM10,CXXC1,ZDHHC8,TSC22D3,USP39,CUL1,CCNB1,IKBIP,UBE2I,PARK7,RAB4A,SUCLG2,CDC25B,PLCL2,TFG,SMARCE1,DNMT1,CDC5L,ORAI2,KLF10,AKT2,PBK,GNG7,DDX20,AURKB,USP22,GALNT7,CCNF,CBFB,RFC2,SLC25A5,RAB2B,EIF3A,DOT1L,ZMYM3,MAP3K4,ANKRD10,HHEX,WAS,ITGB1,PTPN7,PTPDC1,TRAF5,ZMAT3,HDAC2,PTOV1,DDX58,RECQL,COX5B,DNAJC5,MUT,CHTF18,GSPT2,PRKAA1,VAV2,RRM1,KIF23,CYCS,NOTCH2,PSEN1,JMY,CFLAR,FKBP1A,RPN1,RNF121,MEX3C,SNX18,HDAC7,ATIC,PPP4R1,MSH2,DAPK1,PIGG,FBXL7,CYC1,PIKFYVE,RNF135,GNAI2,ANKHD1,EEF1D,TERF2,SOCS5,PHF10,DDX28,PRIM2,PIGT,MFNG,PIP4K2C,ARID1A,PLEC,RIT1,KDM3A,MAP2K2,PHF6,AKAP1,FAS,PI4K2A,XRCC5,HMGN2,ADSS,CAT,DERL1,PFDN5,TMEM54,ZFP92,RBMX,ACLY,PIAS2,USP32,PPP3R1,VCPIP1,GPI,YY1,MAP3K5,RNF14,CDK2,CABLES1,NRBP1,CDKN2A,DNMT3A,TP53RK,REPS2,RAB11B,TRIP10,URB2,RAF1,SUZ12,RPS6KA1,SF3B1,MAGED1,RAC1,BCL2L1,SDHA,GNB2,EPM2A,PHC2,CRKL,TERF2IP,CCNA2,ZNF75D,SHC1,KDM2A,RALB,SIAH1,LPIN2,SOCS6,CDKN1B,TNPO2,TP53BP2,CDK12,SAP30,CCT2,BRD4,MAPRE2,RFC3,HMGN4,ERF,NARF,CUL3,PKMYT1,CDC23,ASB13,POLG2,ERC1,TRIM28,DHX57,RAD51C,HSPA4,PPP2R5A,JAK1,ACYP1,SAFB,STAT1,SEL1L,FTSJ1,H2AFX,TRIM32,PDCD11,XRCC4,PRPF4B,ADAM23,RHEBL1,POLQ,OTUD5,NCOR2,MECP2,TCF3,CBLL1,BLM,POFUT1,HMG20A,FOXO3,RAB11A,HEATR5B,MAD2L2,JAKMIP1,EBP,WWP2,PIP5K1C,NDUFA2,AHSA1,AXIN2,PTPN11,COPS7B,UBE2M,NCOA2,MSH6,SMC4,JMJD4,LONRF3,NET1,NEK7,RABIF,ADSL,FBXO9,ANAPC2,KIF11,MACF1,MARK2,TSR2,FADD,CBX3,PLD3,GNA12,FBXO21,PFDN4,MFAP1,TFDP1,KHSRP,PPP1R11,DDX5,DUSP11,BRWD3,ESPL1,DDB1,IPO4,GPR89B,DEF6,RORB,POLA2,PIGM,IER2,UBE2E2,ST13,NF1,PTP4A3,UBE2Q1,AGFG1,SIRT2,KIF2C,FKBP2,USP48,UBQLN2,BECN1,MAPK14,RNF103,MBD4,RAP1A,CDC42,EIF4A3,THADA,JAZF1,RAB35,PPP1R12C,RP2,TCEA1,OGG1,ARID4A,TRIM14,SRPK2,COPS8,TRIM8,NCK1,VHL,FOPNL,RRM2,WDR82,PITPNB,KMT2C,SOX4,STK17B,CXXC4,GEMIN5,UEVLD,PPM1G,PQBP1,CAB39,STK11,CLU,CHEK2,COPS6,MRPL13,UBE2D3,PIGN,PPP1R2,PPP1R12A,NACA,CIB1,PCSK7,MED13L,THRAP3,RGS2,XPO7,TTF1,NUP205,ZNF449,BCL2,KNTC1,UBE3C,ZRANB1,MCPH1,N4BP2,CSNK1G3,HP1BP3,ALDH9A1,ZNF189,DAPK3,ARHGAP15,MASTL,UAP1,KLHL15,NFIL3,SIAH2,PITPNA,YWHAZ,NUP62,RBBP4,TOB1,SMARCD1,WASF2,MBD1,TCF12,PRKAB1,SNX27,ASH1L,MDH2,PMS2,SMARCA4,PLAGL2,ORC1,TWF2,CHD1,MXD1,USP5,SAR1A,AKAP8,PPP6C,CS,APOOL,FAM3A,SCYL3,ABI1,DNAL4,EBAG9,MOSPD1,RLIM,POU2AF1,SELPLG,RNF25,PCGF6,METTL2A,ATXN1,GLO1,OGDH,BICD2,FANCE,PDHX,RAD54B,DAP3,TAB2,TULP3,STAT6,HPS5,FKBP5,SCARB1,GAS2,USP11,SMURF1,MAPK1,PPP2R2D,CBX4,DNAJC2,CDS2,MAGEH1,SH2D3A,CASP6,RAE1,EYA1,SCYL1,NUP54,DBF4,CHIC2,MXD4,PIP4K2A,RGS1,FBXO5,FGFR3,CTNNBL1,TANK,TMEM99,ARHGEF2,STAT3,FRMD8,MYO5A,AMPD2,CSNK1G2,ADAM17,HMGN1,HEMK1,ASPM,TFEB,MAPK3,MTMR3,COX8A,SRSF3,ZMIZ1,IDH3B,TERF1,RAB3IL1 biliary_tract-bile_duct-carcinoma-adenocarcinoma biliary_tract-bile_duct-carcinoma-adenocarcinoma 2.4840848064327e-14 -31.3262869973522 15555 2418 0.934673366834171 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,SEC61G,GGA1,MUM1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,CDC73,MYL6B,ATG4A,TMEM179B,PDXP,SMC3,GEMIN4,MVP,NUP85,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,EXOC3,RHOG,STARD7,C5orf30,VTI1A,SLC35B2,INO80E,RCOR3,LCLAT1,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,CORO1C,NSMCE2,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,SPTAN1,STAU1,DDX24,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,TMX3,CDCA8,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,NUP188,H2AFZ,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,TRA2B,SUCLG2,CISD2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,CNOT3,WDR48,SPAG5,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,OSTF1,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CD320,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,ATF6,XRCC4,PRPF4B,ADAM23,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,SLC25A36,JAKMIP1,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,FAM83G,IPO4,UBL3,PIGM,NAT9,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,IVNS1ABP,RMI2,MON1B,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,SP3,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RAD23A,PDK2,ATP6V0B,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,JMY,FKBP1A,SLC31A1,SNX18,ATIC,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,FTL,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,CAST,SUZ12,RPS6KA1,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,CDKN1B,TNPO2,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,H2AFV,GAR1,PSMB9,POLG2,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,GNA12,FBXO21,C1orf131,PRDX3,PFDN4,HNRNPH3,TFDP1,STX18,KHSRP,ASNA1,CPEB2,SSSCA1,VPS29,BYSL,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,NF1,DCAF15,ALKBH5,MOGS,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,CXXC4,UBTF,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,KIFAP3,BCL2,N4BP2,HP1BP3,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,SCYL3,TMEM14C,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,SRSF3,MBD6,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,RPL23A,CDKN2C,USF1,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,SMNDC1,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,CD59,TFAP4,RNFT1,RIMS3,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,STMN1,C19orf48,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,TTPAL,UTP20,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,GLIS2,IL6ST,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,BEND6,CLN3,DNAJC30,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,NMT2,IRF5,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,SIL1,FAM122A,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,ZFYVE21,TM9SF3,RRAGC,ZNF121,OIP5,NRF1,WDR44,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,STK38,AP1S1,SPRYD4,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,UNK,CMAS,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,LUZP1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,VAV2,C16orf87,PRKAA1,GSPT2,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,SEC31A,DERL1,MTHFD2,HSPBP1,CEBPG,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,DECR1,RALB,SIAH1,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,OAF,VDAC2,EDF1,EML4,ERC1,ANKZF1,RAD51C,ZNF282,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,FTSJ1,RWDD4,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,SLC41A1,B4GALT5,FAM76A,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FJX1,FUT8,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,NDUFS5,WDR91,HIGD2A,ZBED3,RORB,POLA2,ZNF76,COPA,PHRF1,ABCB10,COMMD5,MAP1LC3B,DST,RAB35,SIVA1,GPATCH1,TCEA1,DRAM2,DEAF1,SNRNP200,LAP3,NCK1,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,CAB39,ACBD4,STK11,CLU,CHEK2,ZSWIM3,TSTD2,CHPT1,MRPL13,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,UBXN1,NACA,RPL15,PCSK7,THRAP3,QSOX2,TTF1,PRPF18,NUP205,CHKA,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,APOL2,N4BP2L2,SNX27,CHMP2A,CORO7,UCK2,PMS2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,FAM72B,PON2,HPS5,STAT6,MAPK1,BRD9,TMEM33,NAT14,TRIP12,SHPRH,SCYL1,VPS45,GFM2,SPPL2A,FASTKD3,FGFR3,MZT2A,PPIG,ZDHHC13,TMEM99,H2AFY,NDUFS8,ATG13,ERI3,FBL,FRMD8,SLC35A1,MICAL3,TGFB1,B3GALT6,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,MTMR3,ACAT1,CENPT,PLOD3,RAB3IL1,RAB14,ADD1,KDM4A,MRPS15,XIAP,DHX8,GLUD1,ANKRD23,PABPC4,CDK5,CALM2,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,MLST8,PLK3,ZNF672,HSDL1,MRPL43,TOPORS,MCL1,PPFIA3,SMC2,ICMT,SLC50A1,STOML2,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,ST3GAL2,ATP6V0C,FBXL3,TFDP2,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,NAGPA,TIMM8B,ETV3,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,DUSP3,SLAIN1,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,NUP107,ANKRD13C,MAVS,CEP63,TMEM136,RBM15,ATF2,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,DNAJA1,NDUFA7,TAZ,TAF2,SEC61A1,WDR7,RPLP1,CBLN2,RBMS1,FUS,GEN1,LRP8,COIL,LRCH1,GALK1,ZNF786,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,AKT1S1,KRI1,FBXO3,ERH,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF862,ZNF180,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,SSR1,LIN9,PCNA,ZNF639,PIK3R2,ETV6,PPCDC,TXLNA,FAM86C1,MYBL1,MRPL32,CCAR1,ABCC5,PBXIP1,BAZ2A,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SEPT1,SOCS4,QRSL1,GLCCI1,NUDT11,GEMIN7,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,MED8,VMP1,PPIL2,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,ABCC1,PREB,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,LY6E,ARPC1A,ZNF174,PSMC4,GOLGA4,SYNCRIP,PALB2,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,SUMO2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,METTL9,MINPP1,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,SCAP,ZNF700,PLEKHG4B,TIMM17A,FAU,LTA4H,AP2S1,USP53,INTS2,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,AP3S1,CSNK1A1,RMI1,TFRC,PTPN2,STARD9,IRF4,GSTK1,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,KPNA4,CDKN2AIPNL,FBXO41,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,NHLRC3,IKBIP,EIF1B,ELMOD2,KIFC1,DBNDD1,RNASEK,CDC25B,PRADC1,DNMT1,NOL12,ORAI2,AKT2,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,PSMD8,EIF2D,ITGB1,PTPN7,UQCRH,RRS1,ARRB2,RTN3,SVIP,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,NDUFA4,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,TERF2,MORC3,KCTD20,SEPT8,DCTD,TOMM40,ADSS,SERTAD2,SERF2,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,YY1,PPP6R3,MAP3K5,PPP6R2,RNF14,CDK2,ZC3HAV1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PAIP2,PHC2,CRKL,MOAP1,TERF2IP,CYHR1,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CCT2,CDKN2AIP,MKLN1,HMGN4,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,C1orf112,TCF3,MRI1,BRAP,AGPAT3,MYNN,SDF2L1,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,PIP5K1C,RBM17,MAT2B,PTEN,CENPJ,TAGLN2,OSTC,CREB1,PACS2,NCOA2,SMC4,RNASEH2C,NEK7,NET1,PARP4,TBRG4,ANAPC2,RPL27A,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,PLXNC1,ST13,TMEM184B,DNAJC24,ZNF107,KIF2C,SLC29A1,AGFG1,SIRT2,FKBP2,USP48,UBQLN2,SNRPD3,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,JOSD1,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,EPHX2,PITHD1,RHBDD1,NFATC3,BANF1,BUD31,ZNF335,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,PSMA1,NAP1L1,ODF2,EXOC4,KIAA1328,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKRD28,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,DAP3,TMEM41A,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL bile_duct bile_duct 2.4840848064327e-14 -31.3262869973522 15555 2418 0.934673366834171 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,SEC61G,GGA1,MUM1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,CDC73,MYL6B,ATG4A,TMEM179B,PDXP,SMC3,GEMIN4,MVP,NUP85,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,EXOC3,RHOG,STARD7,C5orf30,VTI1A,SLC35B2,INO80E,RCOR3,LCLAT1,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,CORO1C,NSMCE2,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,SPTAN1,STAU1,DDX24,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,TMX3,CDCA8,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,NUP188,H2AFZ,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,TRA2B,SUCLG2,CISD2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,CNOT3,WDR48,SPAG5,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,OSTF1,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CD320,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,ATF6,XRCC4,PRPF4B,ADAM23,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,SLC25A36,JAKMIP1,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,FAM83G,IPO4,UBL3,PIGM,NAT9,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,IVNS1ABP,RMI2,MON1B,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,SP3,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RAD23A,PDK2,ATP6V0B,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,JMY,FKBP1A,SLC31A1,SNX18,ATIC,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,FTL,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,CAST,SUZ12,RPS6KA1,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,CDKN1B,TNPO2,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,H2AFV,GAR1,PSMB9,POLG2,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,GNA12,FBXO21,C1orf131,PRDX3,PFDN4,HNRNPH3,TFDP1,STX18,KHSRP,ASNA1,CPEB2,SSSCA1,VPS29,BYSL,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,NF1,DCAF15,ALKBH5,MOGS,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,CXXC4,UBTF,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,KIFAP3,BCL2,N4BP2,HP1BP3,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,SCYL3,TMEM14C,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,SRSF3,MBD6,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,RPL23A,CDKN2C,USF1,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,SMNDC1,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,CD59,TFAP4,RNFT1,RIMS3,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,STMN1,C19orf48,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,TTPAL,UTP20,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,GLIS2,IL6ST,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,BEND6,CLN3,DNAJC30,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,NMT2,IRF5,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,SIL1,FAM122A,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,ZFYVE21,TM9SF3,RRAGC,ZNF121,OIP5,NRF1,WDR44,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,STK38,AP1S1,SPRYD4,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,UNK,CMAS,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,LUZP1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,VAV2,C16orf87,PRKAA1,GSPT2,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,SEC31A,DERL1,MTHFD2,HSPBP1,CEBPG,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,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C25A1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL pancreas-carcinoma-ductal_carcinoma pancreas-carcinoma-ductal_carcinoma 2.00671699152457e-11 -24.6319359737635 16044 2466 0.953227676845767 2587 17385 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IAA1328,NUP62,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKRD28,ANKLE1,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,DAP3,TMEM41A,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL large_intestine-carcinoma-adenocarcinoma large_intestine-carcinoma-adenocarcinoma 1.49788170183115e-10 -22.621799018704 16678 2536 0.980286045612679 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,PDXP,SMC3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,RHOG,EXOC3,STARD7,C5orf30,VTI1A,INO80E,SLC35B2,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,CORO1C,NSMCE2,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,RYBP,VPS13B,PTPN18,MIOS,MBLAC2,SNRPB,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,MCM10,C19orf53,KLHL21,PDAP1,TMX3,CDCA8,GTF3A,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,WBP1L,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,NUP188,TXN,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,CISD2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,CNOT3,NPLOC4,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,OSTF1,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,CDKN2A,NUDT3,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,SLC25A36,JAKMIP1,CCNK,DNAJC8,ELP5,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,LDLRAD3,C12orf75,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,SARNP,IVNS1ABP,RMI2,MON1B,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,HNRNPM,LYPLA2,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,LY75,C4orf46,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,SP3,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,ABRACL,PDK2,ATP6V0B,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,CLPTM1,SLC39A9,RPL29,RPL35,BTG2,DNAJC9,FRAT2,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,MAFK,PSMD3,NDUFA11,CEP55,ZNF436,DNAJC17,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,SMAP1,GOLIM4,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,TMA7,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,COPG2,JMY,FKBP1A,SLC31A1,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,FTL,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,CAST,SUZ12,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,MAPRE2,RFC3,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,GOLGA8A,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,STRIP1,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,VPS29,BYSL,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,UBE2Z,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,METTL14,IMPAD1,ZNHIT6,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,C22orf46,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,NAPG,USF1,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,NUTF2,WBP1,GINS4,ARF4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,SMNDC1,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,CD59,TFAP4,RNFT1,RIMS3,MEGF8,EFTUD2,FBXO7,MRPL21,CPSF4,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,TMEM159,ZNF830,MRPL3,ALS2,TRIM41,KARS,NQO1,POC1A,PTTG1,ANK3,TPX2,TBC1D13,DAZAP2,STMN1,GLRX3,C19orf48,CBWD5,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,CRNKL1,E2F3,CIRBP,RPL38,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,DMWD,SNRPG,USP13,ZFP91,IP6K2,WDR5,SLC25A43,PMVK,IFT27,RRP36,NEIL2,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,ITGB8,CBWD2,COQ4,ARF5,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,GPS2,DBI,MRFAP1L1,SSNA1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,CELSR2,SEPT9,RBX1,APH1A,RAD51AP1,CKAP2L,UBE2V1,IL12RB1,EAF2,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,FAM53C,DNAJB2,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,RAB6A,DNAJB1,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,IRF5,NMT2,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,FAM122A,SIL1,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,OIP5,NRF1,WDR44,PIN1,PPME1,EFCAB11,RPAP1,CABLES2,TOP1MT,LMAN1,AHCYL1,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,KIAA0040,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,NADSYN1,UNK,CMAS,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,CSRP1,HMGN5,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,USP20,TMEM219,RBPJ,MAX,PDCD6IP,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,PRIM1,MAP3K4,HHEX,RPS14,LUC7L3,MAP4,MRPL27,BTF3,PTPDC1,CCDC59,NMD3,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,VAV2,C16orf87,PRKAA1,GSPT2,DLGAP4,TATDN3,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,DAPK1,TPST1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,WDR1,EMB,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,SEC31A,CAT,DERL1,MTHFD2,HSPBP1,CEBPG,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,NUDT19,DECR1,RALB,SIAH1,LPIN2,ADCY9,SOCS6,MRPS27,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,OAF,VDAC2,EDF1,ERC1,EML4,ANKZF1,ZNF282,RAD51C,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,LMBR1,FTSJ1,RWDD4,NCLN,BEND3,EYA2,DYNC1LI2,B4GALT5,SLC41A1,MANBA,TKT,FAM76A,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FUT8,FJX1,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,NDUFS5,WDR91,GPR89B,HIGD2A,ZBED3,RORB,POLA2,ZNF76,MTX3,COPA,UQCR10,HMGXB3,PHRF1,ABCB10,COMMD5,MAP1LC3B,DST,SIVA1,RAB35,GPATCH1,TCEA1,DRAM2,DEAF1,TRAPPC13,SNRNP200,NCK1,LAP3,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,CAB39,ACBD4,STK11,CLU,CHEK2,ZSWIM3,TSTD2,MRPL13,CHPT1,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,UBXN1,NACA,C19orf25,PCSK7,EPN1,RPL15,THRAP3,TTF1,QSOX2,NUP205,PRPF18,CHKA,DTL,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,APOL2,N4BP2L2,SNX27,CHMP2A,CORO7,FEZ2,UCK2,PMS2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,FAM72B,PON2,HNRNPR,STAT6,HPS5,MAPK1,BRD9,TMEM33,NAT14,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,MYO9B,GFM2,SPPL2A,FASTKD3,FGFR3,PPIG,ZDHHC13,TMEM99,H2AFY,ATG13,NDUFS8,ERI3,FBL,FRMD8,SLC35A1,MICAL3,TGFB1,B3GALT6,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,MTMR3,MEGF9,ACAT1,CENPT,PLOD3,RAB3IL1,ZSWIM6,RAB14,ADD1,MRPS15,KDM4A,XIAP,DHX8,GLUD1,ANKRD23,PABPC4,CALM2,CDK5,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,MLST8,PLK3,ZNF672,HSDL1,MRPL43,TOPORS,MCL1,SMC2,PPFIA3,ICMT,STOML2,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,ATP6V0C,ST3GAL2,FBXL3,TFDP2,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,UBE2QL1,NAGPA,TIMM8B,ETV3,TSPYL4,TSPAN31,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,DUSP3,SLAIN1,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,ANKIB1,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,NUP107,ANKRD13C,MAVS,CEP63,TMEM136,RBM15,ATF2,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,NUSAP1,NDUFA7,DNAJA1,TAZ,C19orf54,TAF2,SEC61A1,WDR7,RPLP1,CBLN2,RBMS1,FUS,GEN1,LRP8,COIL,LRCH1,GALK1,ZNF786,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,AKT1S1,KRI1,FBXO3,ERH,GATC,NDUFB4,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF862,ZNF180,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,SEC16A,SSR1,LIN9,PCNA,ZNF639,PIK3R2,ETV6,TXLNA,PPCDC,FAM86C1,MYBL1,MRPL32,CCAR1,ABCC5,PBXIP1,BAZ2A,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SEPT1,SOCS4,QRSL1,PIEZO1,OSGEPL1,GLCCI1,NUDT11,NAA60,GEMIN7,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,VMP1,PPIL2,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,ABCC1,PREB,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,LY6E,ARPC1A,ZNF174,PSMC4,GOLGA4,PALB2,SYNCRIP,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,SUMO2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,MINPP1,METTL9,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,ZNF700,SCAP,PLEKHG4B,TIMM17A,FAU,LTA4H,AP2S1,USP53,INTS2,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,AP3S1,CSNK1A1,RMI1,TFRC,PTPN2,IRF4,STARD9,GSTK1,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,KPNA4,CDKN2AIPNL,FBXO41,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,YTHDF3,NHLRC3,IKBIP,EIF1B,ELMOD2,KIFC1,DBNDD1,CYB5RL,PARPBP,RNASEK,CDC25B,PRADC1,DNMT1,NOL12,ORAI2,USO1,AKT2,NOL8,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,STT3A,TMED10,PSMD8,EIF2D,ITGB1,PTPN7,UQCRH,RRS1,ARRB2,RTN3,ZNF598,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,NDUFA4,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,TERF2,MORC3,KCTD20,SEPT8,DCTD,PKM,TOMM40,PATL1,ADSS,SERTAD2,SERF2,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,YY1,PPP6R2,MAP3K5,PPP6R3,RNF14,CDK2,ZC3HAV1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PAIP2,PHC2,CRKL,MOAP1,TERF2IP,CYHR1,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CCT2,CDKN2AIP,MKLN1,HMGN4,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,R3HCC1L,C1orf112,TCF3,MRI1,BRAP,AGPAT3,MYNN,SDF2L1,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,PIP5K1C,RBM17,MAT2B,PTEN,CENPJ,TAGLN2,OSTC,CREB1,PACS2,NCOA2,SMC4,RNASEH2C,NEK7,NET1,PARP4,TBRG4,ANAPC2,RPL27A,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,ST13,TMEM184B,DNAJC24,ZNF107,KIF2C,SLC29A1,AGFG1,SIRT2,FKBP2,USP48,SNRPD3,UBQLN2,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,JOSD1,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,BANF1,BUD31,ZNF335,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,PSMA1,TMEM241,SEPT7,NAP1L1,NSMF,ODF2,EXOC4,KIAA1328,NUP62,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKRD28,ANKLE1,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,TMEM41A,DAP3,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL ductal_carcinoma ductal_carcinoma 1.89457332054176e-10 -22.3868572774225 16293 2492 0.963277928102049 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,CDC73,MYL6B,ATG4A,TMEM179B,PDXP,SMC3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,RHOG,EXOC3,STARD7,C5orf30,VTI1A,INO80E,SLC35B2,RCOR3,LCLAT1,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,SPTAN1,STAU1,TCTEX1D2,DDX24,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,PTPN18,MIOS,MBLAC2,SNRPB,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,MYO9A,BTBD10,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,CHMP4B,XRCC3,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,TMX3,CDCA8,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,WBP1L,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,NUP188,TXN,H2AFZ,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,CNOT3,WDR48,SPAG5,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,OSTF1,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,CCNK,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,ARSK,MACF1,KIF11,COMMD4,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,FAM83G,IPO4,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,MON1B,RMI2,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,SP3,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,PDK2,ATP6V0B,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,NDUFA11,CEP55,ZNF436,DNAJC17,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,SMAP1,GOLIM4,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,FTL,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,SUZ12,CAST,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,MAPRE2,RFC3,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,GOLGA8A,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,GNA12,FBXO21,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,VPS29,BYSL,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,ALKBH5,MOGS,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,CXXC4,UBTF,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,C22orf46,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,SCYL3,TMEM14C,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,SMNDC1,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,CD59,TFAP4,RNFT1,RIMS3,MEGF8,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,STMN1,C19orf48,REPS1,CBWD5,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,PMVK,IFT27,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,NMT2,IRF5,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,SIL1,FAM122A,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,OIP5,NRF1,WDR44,PPME1,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,STK38,AP1S1,SPRYD4,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,UNK,CMAS,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,USP20,TMEM219,RBPJ,MAX,PDCD6IP,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,PRIM1,MAP3K4,HHEX,RPS14,LUC7L3,MAP4,MRPL27,BTF3,PTPDC1,CCDC59,NMD3,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,VAV2,C16orf87,PRKAA1,GSPT2,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,DAPK1,TPST1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,WDR1,EMB,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,SEC31A,CAT,DERL1,HSPBP1,MTHFD2,CEBPG,ARAP1,FAM83D,USP32,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,NUDT19,DECR1,RALB,SIAH1,ADCY9,LPIN2,SOCS6,MRPS27,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,OAF,VDAC2,EDF1,ERC1,EML4,ANKZF1,ZNF282,RAD51C,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,LMBR1,FTSJ1,RWDD4,NCLN,BEND3,EYA2,DYNC1LI2,B4GALT5,SLC41A1,MANBA,TKT,FAM76A,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FUT8,FJX1,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,NDUFS5,WDR91,GPR89B,HIGD2A,ZBED3,RORB,POLA2,ZNF76,COPA,UQCR10,HMGXB3,PHRF1,ABCB10,COMMD5,MAP1LC3B,DST,SIVA1,RAB35,GPATCH1,TCEA1,DRAM2,DEAF1,SNRNP200,NCK1,LAP3,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,CAB39,ACBD4,STK11,CLU,CHEK2,ZSWIM3,TSTD2,CHPT1,MRPL13,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,NACA,UBXN1,PCSK7,EPN1,RPL15,THRAP3,TTF1,QSOX2,NUP205,PRPF18,CHKA,DTL,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,APOL2,N4BP2L2,SNX27,CHMP2A,CORO7,UCK2,PMS2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,FAM72B,PON2,HNRNPR,HPS5,STAT6,MAPK1,BRD9,TMEM33,NAT14,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,MYO9B,GFM2,SPPL2A,FASTKD3,FGFR3,MZT2A,PPIG,ZDHHC13,TMEM99,H2AFY,ATG13,NDUFS8,ERI3,FBL,FRMD8,SLC35A1,MICAL3,TGFB1,B3GALT6,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,CDK11A,MTMR3,ACAT1,CENPT,PLOD3,RAB3IL1,ZSWIM6,RAB14,ADD1,MRPS15,KDM4A,XIAP,DHX8,GLUD1,ANKRD23,PABPC4,CALM2,CDK5,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,MLST8,PLK3,ZNF672,MRPL43,HSDL1,TOPORS,MCL1,SMC2,PPFIA3,ICMT,SLC50A1,STOML2,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,ATP6V0C,ST3GAL2,FBXL3,TFDP2,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,UBE2QL1,NAGPA,TIMM8B,ETV3,TSPYL4,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,DUSP3,SLAIN1,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,ANKIB1,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,NUP107,ANKRD13C,MAVS,CEP63,TMEM136,RBM15,ATF2,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,DNAJA1,NDUFA7,TAZ,C19orf54,TAF2,SEC61A1,WDR7,RPLP1,CBLN2,RBMS1,FUS,GEN1,LRP8,COIL,LRCH1,GALK1,ZNF786,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,AKT1S1,KRI1,FBXO3,ERH,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF862,ZNF180,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,SEC16A,SSR1,LIN9,PCNA,ZNF639,PIK3R2,ETV6,TXLNA,PPCDC,FAM86C1,MYBL1,MRPL32,CCAR1,ABCC5,PBXIP1,BAZ2A,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SEPT1,SOCS4,QRSL1,PIEZO1,GLCCI1,NUDT11,NAA60,GEMIN7,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,MED8,VMP1,PPIL2,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,ABCC1,PREB,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,LY6E,ARPC1A,ZNF174,PSMC4,GOLGA4,SYNCRIP,PALB2,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,SUMO2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,MINPP1,METTL9,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,ZNF700,SCAP,PLEKHG4B,TIMM17A,FAU,LTA4H,AP2S1,USP53,INTS2,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,AP3S1,CSNK1A1,RMI1,TFRC,PTPN2,IRF4,STARD9,GSTK1,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,KPNA4,CDKN2AIPNL,FBXO41,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,YTHDF3,NHLRC3,IKBIP,EIF1B,ELMOD2,KIFC1,DBNDD1,RNASEK,CDC25B,PRADC1,DNMT1,NOL12,ORAI2,USO1,AKT2,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,PSMD8,EIF2D,ITGB1,PTPN7,UQCRH,RRS1,ARRB2,RTN3,ZNF598,SVIP,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,NDUFA4,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,MORC3,TERF2,KCTD20,SEPT8,DCTD,TOMM40,PATL1,ADSS,SERTAD2,SERF2,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,YY1,PPP6R2,MAP3K5,PPP6R3,RNF14,CDK2,ZC3HAV1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PAIP2,PHC2,CRKL,MOAP1,TERF2IP,CYHR1,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CCT2,CDKN2AIP,MKLN1,HMGN4,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,C1orf112,TCF3,MRI1,BRAP,AGPAT3,MYNN,SDF2L1,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,PIP5K1C,RBM17,MAT2B,PTEN,CENPJ,TAGLN2,OSTC,CREB1,PACS2,NCOA2,SMC4,RNASEH2C,NEK7,NET1,PARP4,TBRG4,ANAPC2,RPL27A,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,ST13,TMEM184B,DNAJC24,ZNF107,KIF2C,SLC29A1,AGFG1,SIRT2,FKBP2,USP48,UBQLN2,SNRPD3,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,JOSD1,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,EPHX2,PITHD1,RHBDD1,NFATC3,BANF1,ZNF335,BUD31,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,PSMA1,SEPT7,NAP1L1,ODF2,EXOC4,KIAA1328,NUP62,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKRD28,ANKLE1,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,TMEM41A,DAP3,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL biliary_tract biliary_tract 2.65520728539628e-10 -22.0493282046986 15787 2430 0.93931194433707 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,SEC61G,GGA1,MUM1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,CDC73,MYL6B,ATG4A,TMEM179B,PDXP,SMC3,GEMIN4,MVP,NUP85,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,EXOC3,RHOG,STARD7,VTI1A,C5orf30,SLC35B2,INO80E,RCOR3,LCLAT1,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,CORO1C,NSMCE2,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,SPTAN1,STAU1,DDX24,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,TMX3,CDCA8,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,NUP188,H2AFZ,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,TRA2B,SUCLG2,CISD2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,CNOT3,WDR48,SPAG5,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,OSTF1,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CD320,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,ATF6,XRCC4,PRPF4B,ADAM23,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,SLC25A36,JAKMIP1,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,FAM83G,IPO4,UBL3,PIGM,NAT9,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,IVNS1ABP,RMI2,MON1B,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,SP3,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RAD23A,PDK2,ATP6V0B,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,JMY,FKBP1A,SLC31A1,SNX18,ATIC,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,FTL,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,CAST,SUZ12,RPS6KA1,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,H2AFV,GAR1,PSMB9,POLG2,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,GNA12,FBXO21,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,VPS29,BYSL,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,NF1,DCAF15,ALKBH5,MOGS,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,CXXC4,UBTF,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,KIFAP3,BCL2,N4BP2,HP1BP3,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,SCYL3,TMEM14C,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,SRSF3,MBD6,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,USF1,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,SMNDC1,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,CD59,TFAP4,RNFT1,RIMS3,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,STMN1,C19orf48,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,TTPAL,UTP20,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,NMT2,IRF5,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,SIL1,FAM122A,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,ZFYVE21,TM9SF3,RRAGC,ZNF121,OIP5,NRF1,WDR44,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,STK38,AP1S1,SPRYD4,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,UNK,CMAS,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,LUZP1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,VAV2,C16orf87,PRKAA1,GSPT2,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,SEC31A,DERL1,MTHFD2,HSPBP1,CEBPG,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP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2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL breast-carcinoma-ductal_carcinoma breast-carcinoma-ductal_carcinoma 4.56748887948934e-10 -21.5068873553774 15245 2360 0.912253575570159 2587 17385 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R1,ZADH2,GGPS1,RPAIN,RAD23A,ATP6V0B,PDK2,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,PTER,WDR4,DHTKD1,TRAF5,HDAC2,HSPH1,LIME1,MAPRE1,CHTF18,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,CAST,SUZ12,RPS6KA1,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,MAPRE2,RFC3,ERF,CUL3,SLBP,KIAA1586,H2AFV,GAR1,PSMB9,POLG2,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,CNOT6L,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,TSR2,ECH1,PRDX1,PLD3,NUCB1,GNA12,FBXO21,C1orf131,PRDX3,PFDN4,TFDP1,STX18,KHSRP,ASNA1,CPEB2,SSSCA1,VPS29,BYSL,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,ALKBH5,MOGS,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,NFU1,OGG1,TRIM14,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,F2R,FAM3A,SCYL3,TMEM14C,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,RGS1,HDDC2,MAN1A1,FBXO5,GART,TANK,PELO,BRD7,MRPL11,SAMD4B,ZDHHC18,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,IDH3B,TATDN1,ATP6V1C1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,USF1,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,PDCD4,SMNDC1,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,CD59,RNFT1,RIMS3,MEGF8,FBXO7,EFTUD2,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,ZNF830,MRPL3,ALS2,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,STMN1,C19orf48,REPS1,CBWD5,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,ZFP91,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,GPS2,DBI,SSNA1,MRFAP1L1,CD81,WDR13,FANCI,PAPOLA,CREM,FANCL,GLIS2,IL6ST,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,CKAP2L,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,NGLY1,POT1,MYL12B,RMND5A,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,NMT2,IRF5,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,SIL1,FAM122A,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,ZFYVE21,TM9SF3,RRAGC,ZNF121,OIP5,NRF1,WDR44,PPME1,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,STK38,AP1S1,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,CMAS,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,LUZP1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,SLC26A2,SRP72,KLF10,LACTB,CBFB,RFC2,RAB2B,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,PRKAA1,C16orf87,VAV2,GSPT2,DLGAP4,PXMP2,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,SEC31A,DERL1,HSPBP1,MTHFD2,CEBPG,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,DECR1,RALB,SIAH1,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,RNASEH2A,CFL1,CDC123,OAF,VDAC2,EDF1,EML4,ERC1,ANKZF1,RAD51C,ZNF282,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,RWDD4,FTSJ1,LMBR1,NCLN,EYA2,DYNC1LI2,MANBA,SLC41A1,B4GALT5,FAM76A,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,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large_intestine-colon-carcinoma-adenocarcinoma large_intestine-colon-carcinoma-adenocarcinoma 6.28233235494183e-10 -21.188109624311 16933 2561 0.989949748743719 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,ZNF720,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,ERV3-1,PDXP,SMC3,C4orf3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,EXOC3,RHOG,STARD7,C5orf30,VTI1A,INO80E,SLC35B2,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,CORO1C,NSMCE2,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,KANSL2,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,RYBP,VPS13B,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,MYO9A,BTBD10,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,MCM10,C19orf53,KLHL21,PDAP1,CDCA8,TMX3,GTF3A,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,WBP1L,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,NUP188,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,CISD2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,CNOT3,NPLOC4,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,OSTF1,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,CDKN2A,NUDT3,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CD320,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,CCNK,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,COMMD4,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,RMI2,MON1B,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,HNRNPM,LYPLA2,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,SP3,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,ATP6V0B,PDK2,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,CLPTM1,SLC39A9,RPL29,RPL35,BTG2,DNAJC9,FRAT2,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,MAFK,PSMD3,NDUFA11,CEP55,ZNF436,DNAJC17,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,SMAP1,GOLIM4,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,COPG2,JMY,FKBP1A,SLC31A1,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,FAM133B,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,CAST,SUZ12,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,STRIP1,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,TSR2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,BYSL,VPS29,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,NF1,DCAF15,FLYWCH2,ALKBH5,MOGS,UBE2Z,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,C22orf46,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,SCYL3,TMEM14C,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ANKRD39,ZNF275,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,MGAT5,RHBDD2,BAK1,ZNF559,RHOBTB3,GABPA,NUTF2,WBP1,GINS4,ARF4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,SMNDC1,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,CD59,TFAP4,RNFT1,RIMS3,MEGF8,EFTUD2,FBXO7,MRPL21,CPSF4,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,TMEM159,ZNF830,MRPL3,ALS2,TRIM41,KARS,NQO1,POC1A,PTTG1,ANK3,TPX2,TBC1D13,DAZAP2,STMN1,GLRX3,C19orf48,CBWD5,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,CRNKL1,E2F3,CIRBP,RPL38,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,DMWD,SNRPG,CENPBD1,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,PMVK,IFT27,RRP36,NEIL2,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,ITGB8,CBWD2,COQ4,ARF5,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,GPS2,DBI,MRFAP1L1,SSNA1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,ZBED5,CKAP2L,PSMG1,UBE2V1,IL12RB1,EAF2,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,ALG3,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,FAM53C,DNAJB2,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,RAB6A,DNAJB1,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,IRF5,NMT2,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,FAM122A,SIL1,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,OIP5,NRF1,WDR44,PIN1,PPME1,EFCAB11,RPAP1,CABLES2,TOP1MT,LMAN1,AHCYL1,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,KIAA0040,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,NADSYN1,UNK,CMAS,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,CSRP1,HMGN5,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,USP20,TMEM219,RBPJ,MAX,PDCD6IP,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,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1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,TMEM184B,ST13,DNAJC24,ZNF107,KIF2C,SLC29A1,AGFG1,SIRT2,FKBP2,USP48,SNRPD3,UBQLN2,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,JOSD1,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,BANF1,ZNF335,BUD31,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,PSMA1,TMEM241,SEPT7,NAP1L1,NSMF,ODF2,EXOC4,KIAA1328,NUP62,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKRD28,ANKLE1,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,DAP3,TMEM41A,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL colon colon 6.98420409277418e-10 -21.0821998889243 16934 2561 0.989949748743719 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,ZNF720,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,ERV3-1,PDXP,SMC3,C4orf3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,EXOC3,RHOG,STARD7,C5orf30,VTI1A,INO80E,SLC35B2,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,CORO1C,NSMCE2,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,KANSL2,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,RYBP,VPS13B,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,MYO9A,BTBD10,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,MCM10,C19orf53,KLHL21,PDAP1,CDCA8,TMX3,GTF3A,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,WBP1L,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,NUP188,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,CISD2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,CNOT3,NPLOC4,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,OSTF1,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,CDKN2A,NUDT3,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CD320,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,CCNK,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,COMMD4,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,RMI2,MON1B,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,HNRNPM,LYPLA2,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,SP3,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,ATP6V0B,PDK2,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,CLPTM1,SLC39A9,RPL29,RPL35,BTG2,DNAJC9,FRAT2,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,MAFK,PSMD3,NDUFA11,CEP55,ZNF436,DNAJC17,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,SMAP1,GOLIM4,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,COPG2,JMY,FKBP1A,SLC31A1,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,FAM133B,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,CAST,SUZ12,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,STRIP1,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,TSR2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,BYSL,VPS29,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,NF1,DCAF15,FLYWCH2,ALKBH5,MOGS,UBE2Z,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,C22orf46,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,SCYL3,TMEM14C,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ANKRD39,ZNF275,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,MGAT5,RHBDD2,BAK1,ZNF559,RHOBTB3,GABPA,NUTF2,WBP1,GINS4,ARF4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,SMNDC1,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,CD59,TFAP4,RNFT1,RIMS3,MEGF8,EFTUD2,FBXO7,MRPL21,CPSF4,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,TMEM159,ZNF830,MRPL3,ALS2,TRIM41,KARS,NQO1,POC1A,PTTG1,ANK3,TPX2,TBC1D13,DAZAP2,STMN1,GLRX3,C19orf48,CBWD5,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,CRNKL1,E2F3,CIRBP,RPL38,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,DMWD,SNRPG,CENPBD1,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,PMVK,IFT27,RRP36,NEIL2,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,ITGB8,CBWD2,COQ4,ARF5,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,GPS2,DBI,MRFAP1L1,SSNA1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,ZBED5,CKAP2L,PSMG1,UBE2V1,IL12RB1,EAF2,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,ALG3,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,FAM53C,DNAJB2,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,RAB6A,DNAJB1,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,IRF5,NMT2,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,FAM122A,SIL1,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,OIP5,NRF1,WDR44,PIN1,PPME1,EFCAB11,RPAP1,CABLES2,TOP1MT,LMAN1,AHCYL1,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,KIAA0040,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,NADSYN1,UNK,CMAS,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,CSRP1,HMGN5,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,USP20,TMEM219,RBPJ,MAX,PDCD6IP,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,PDXP,SMC3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,EXOC3,RHOG,STARD7,VTI1A,C5orf30,SLC35B2,INO80E,RCOR3,LCLAT1,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,CORO1C,NSMCE2,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,MED22,SPTAN1,STAU1,DDX24,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,RYBP,VPS13B,PTPN18,MIOS,MBLAC2,SNRPB,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,MBD2,XPA,AHCY,RBM3,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,MYO9A,BTBD10,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,MRPL50,TMEM69,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,MCM10,C19orf53,KLHL21,PDAP1,CDCA8,TMX3,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,NUP188,TXN,H2AFZ,PNISR,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,TRA2B,SUCLG2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,NPLOC4,CNOT3,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,OSTF1,FBXL7,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CD320,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,SLC25A36,JAKMIP1,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,FAM83G,IPO4,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,IVNS1ABP,RMI2,MON1B,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,LY75,C4orf46,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,SP3,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,PDK2,ATP6V0B,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,SMAP1,GOLIM4,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,JMY,FKBP1A,SLC31A1,SNX18,ATIC,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,SUZ12,CAST,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,TSR2,ECH1,PRDX1,PLD3,NUCB1,GNA12,FBXO21,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,BYSL,VPS29,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,ALKBH5,MOGS,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,IMPAD1,ZNHIT6,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,CXXC4,UBTF,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,RPL23A,CDKN2C,NAPG,USF1,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,SMNDC1,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,CD59,RNFT1,RIMS3,MEGF8,FBXO7,EFTUD2,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,STMN1,GLRX3,C19orf48,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,PMVK,IFT27,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,TTPAL,UTP20,MAGT1,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,TET3,FANCL,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,NMT2,IRF5,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,ZFYVE21,TM9SF3,RRAGC,ZNF121,OIP5,NRF1,WDR44,PPME1,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,UNK,CMAS,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,LUZP1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,PRIM1,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,CCDC59,NMD3,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,C16orf87,VAV2,PRKAA1,GSPT2,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,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NFATC3,BANF1,BUD31,ZNF335,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,PSMA1,SEPT7,TMEM241,NAP1L1,ODF2,EXOC4,KIAA1328,NUP62,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKRD28,ANKLE1,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,TMEM41A,DAP3,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL central_nervous_system-brain-glioma central_nervous_system-brain-glioma 1.45763102117413e-09 -20.3464533072851 15942 2446 0.945496714340935 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,RAD23B,ATP13A3,ZNRD1,FTSJ3,USP34,ERCC1,NRAS,EHMT1,KIF15,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,SEC61G,GGA1,MUM1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,CDC73,MYL6B,ATG4A,TMEM179B,PDXP,SMC3,GEMIN4,MVP,NUP85,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,EXOC3,RHOG,STARD7,VTI1A,C5orf30,SLC35B2,INO80E,RCOR3,LCLAT1,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,SPTAN1,STAU1,DDX24,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,PTPN18,MIOS,MBLAC2,SNRPB,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,MYO9A,BTBD10,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,CHMP4B,XRCC3,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,TMX3,CDCA8,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,NUP188,TXN,H2AFZ,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,TAF5L,SMARCE1,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,NPLOC4,CNOT3,WDR48,SPAG5,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,OSTF1,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CD320,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,IVNS1ABP,RMI2,MON1B,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,DUT,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,SP3,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RAD23A,PDK2,ATP6V0B,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,JMY,FKBP1A,SLC31A1,SNX18,ATIC,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,SUZ12,CAST,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,CDKN1B,TNPO2,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,TSR2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,BYSL,VPS29,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,ALKBH5,MOGS,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,IMPAD1,ZNHIT6,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,CXXC4,UBTF,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,KIFAP3,BCL2,N4BP2,HP1BP3,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,SCYL3,TMEM14C,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,RPL23A,CDKN2C,USF1,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,SMNDC1,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,CD59,TFAP4,RNFT1,RIMS3,MEGF8,FBXO7,EFTUD2,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,STMN1,C19orf48,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,TET3,FANCL,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,CELSR2,SEPT9,RBX1,APH1A,RAD51AP1,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,NMT2,IRF5,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,SIL1,FAM122A,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,ZFYVE21,TM9SF3,RRAGC,ZNF121,OIP5,NRF1,WDR44,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,STK38,AP1S1,SPRYD4,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,CBFB,RFC2,RAB2B,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,PRKAA1,C16orf87,VAV2,GSPT2,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,SEC31A,DERL1,MTHFD2,HSPBP1,CEBPG,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,NUDT19,DECR1,RALB,SIAH1,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,OAF,VDAC2,EDF1,EML4,ERC1,AMZ2,ANKZF1,RAD51C,ZNF282,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,FTSJ1,RWDD4,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,SLC41A1,B4GALT5,FAM76A,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FUT8,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,NDUFS5,WDR91,GPR89B,HIGD2A,ZBED3,RORB,POLA2,ZNF76,MTX3,COPA,PHRF1,ABCB10,COMMD5,MAP1LC3B,DST,RAB35,SIVA1,GPATCH1,TCEA1,DRAM2,DEAF1,SNRNP200,LAP3,NCK1,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,ACBD4,CAB39,STK11,CLU,CHEK2,ZSWIM3,TSTD2,MRPL13,CHPT1,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,NACA,UBXN1,RPL15,PCSK7,THRAP3,QSOX2,TTF1,NUP205,PRPF18,CHKA,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,APOL2,N4BP2L2,SNX27,CHMP2A,CORO7,UCK2,PMS2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,FAM72B,PON2,HPS5,STAT6,MAPK1,BRD9,TMEM33,NAT14,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,GFM2,SPPL2A,FASTKD3,FGFR3,MZT2A,PPIG,ZDHHC13,TMEM99,H2AFY,ATG13,NDUFS8,ERI3,FBL,FRMD8,SLC35A1,MICAL3,TGFB1,B3GALT6,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,CDK11A,MTMR3,ACAT1,CENPT,PLOD3,RAB3IL1,RAB14,ADD1,MRPS15,KDM4A,XIAP,DHX8,GLUD1,ANKRD23,PABPC4,CALM2,CDK5,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,MLST8,PLK3,ZNF672,MRPL43,HSDL1,TOPORS,MCL1,SMC2,PPFIA3,ICMT,SLC50A1,STOML2,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,ATP6V0C,ST3GAL2,FBXL3,TFDP2,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,NAGPA,TIMM8B,ETV3,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,DUSP3,SLAIN1,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,ANKIB1,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,NUP107,ANKRD13C,MAVS,CEP63,TMEM136,RBM15,ATF2,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,NDUFA7,DNAJA1,TAZ,TAF2,SEC61A1,WDR7,RPLP1,CBLN2,RBMS1,FUS,GEN1,LRP8,COIL,LRCH1,GALK1,ZNF786,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,AKT1S1,KRI1,FBXO3,ERH,GATC,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF862,ZNF180,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,SEC16A,SSR1,LIN9,PCNA,ZNF639,PIK3R2,ETV6,PPCDC,TXLNA,FAM86C1,MYBL1,MRPL32,CCAR1,ABCC5,PBXIP1,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SEPT1,SOCS4,QRSL1,GLCCI1,NUDT11,GEMIN7,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,MED8,VMP1,PPIL2,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,ABCC1,PREB,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,LY6E,ARPC1A,ZNF174,PSMC4,GOLGA4,SYNCRIP,PALB2,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,SUMO2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,MINPP1,METTL9,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,ZNF700,SCAP,PLEKHG4B,TIMM17A,FAU,LTA4H,AP2S1,USP53,INTS2,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,AP3S1,CSNK1A1,RMI1,TFRC,PTPN2,STARD9,IRF4,GSTK1,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,KPNA4,CDKN2AIPNL,FBXO41,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,NHLRC3,IKBIP,EIF1B,ELMOD2,KIFC1,DBNDD1,RNASEK,CDC25B,PRADC1,DNMT1,NOL12,ORAI2,AKT2,NOL8,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,PSMD8,EIF2D,ITGB1,PTPN7,UQCRH,RRS1,ARRB2,RTN3,SVIP,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,NDUFA4,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,MORC3,TERF2,KCTD20,SEPT8,DCTD,TOMM40,ADSS,SERTAD2,SERF2,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,YY1,PPP6R3,PPP6R2,MAP3K5,RNF14,CDK2,ZC3HAV1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PAIP2,PHC2,CRKL,TERF2IP,MOAP1,CYHR1,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CCT2,CDKN2AIP,MKLN1,HMGN4,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,C1orf112,TCF3,MRI1,BRAP,AGPAT3,MYNN,SDF2L1,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,PIP5K1C,RBM17,MAT2B,PTEN,CENPJ,TAGLN2,OSTC,CREB1,PACS2,NCOA2,SMC4,RNASEH2C,NEK7,NET1,PARP4,TBRG4,ANAPC2,RPL27A,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,PLXNC1,TMEM184B,ST13,DNAJC24,ZNF107,KIF2C,SLC29A1,AGFG1,SIRT2,FKBP2,USP48,SNRPD3,UBQLN2,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,JOSD1,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,EPHX2,PITHD1,RHBDD1,NFATC3,BANF1,ZNF335,BUD31,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,PSMA1,SEPT7,NAP1L1,ODF2,EXOC4,KIAA1328,NUP62,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKRD28,FARSA,SAR1A,SCAMP4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astrocytoma_Grade_IV astrocytoma_Grade_IV 1.89694130078339e-09 -20.0830230896545 16366 2497 0.965210668728257 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,PDXP,SMC3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,RHOG,EXOC3,STARD7,VTI1A,C5orf30,INO80E,SLC35B2,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,RYBP,VPS13B,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,MBD2,XPA,AHCY,RBM3,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,MRPL50,TMEM69,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,CHMP4B,XRCC3,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,CDCA8,TMX3,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,NUP188,H2AFZ,PNISR,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,CNOT3,NPLOC4,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,OSTF1,FBXL7,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,CDKN2A,NUDT3,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CD320,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,SLC25A36,JAKMIP1,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,FAM83G,IPO4,UBL3,PIGM,NAT9,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,IVNS1ABP,MON1B,RMI2,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,SP3,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,ATP6V0B,PDK2,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,NDUFA11,CEP55,ZNF436,DNAJC17,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,SMAP1,GOLIM4,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,JMY,NDUFAF6,FKBP1A,SLC31A1,SNX18,ATIC,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,FTL,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,SUZ12,CAST,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,GNA12,FBXO21,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,BYSL,VPS29,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,ALKBH5,MOGS,UBE2Z,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,IMPAD1,ZNHIT6,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,SRSF3,MBD6,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,RPL23A,CDKN2C,NAPG,USF1,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,PDCD4,SMNDC1,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,CD59,RNFT1,RIMS3,MEGF8,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,STMN1,GLRX3,C19orf48,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,PMVK,IFT27,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,TTPAL,UTP20,MAGT1,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,CELSR2,SEPT9,RBX1,APH1A,RAD51AP1,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,ALG3,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,NMT2,IRF5,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,OIP5,NRF1,WDR44,PPME1,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,USP20,TMEM219,RBPJ,MAX,PDCD6IP,LUZP1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,PRIM1,MAP3K4,HHEX,RPS14,LUC7L3,MAP4,MRPL27,BTF3,PTPDC1,CCDC59,NMD3,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,PRKAA1,VAV2,C16orf87,GSPT2,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,DAPK1,TPST1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,WDR1,EMB,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,SEC31A,DERL1,HSPBP1,MTHFD2,CEBPG,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,DECR1,RALB,SIAH1,LPIN2,ADCY9,SOCS6,MRPS27,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,OAF,VDAC2,EDF1,ERC1,EML4,AMZ2,ANKZF1,ZNF282,RAD51C,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,LMBR1,FTSJ1,RWDD4,NCLN,BEND3,EYA2,DYNC1LI2,SLC41A1,B4GALT5,MANBA,TKT,FAM76A,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FUT8,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,NDUFS5,WDR91,HIGD2A,ZBED3,RORB,POLA2,ZNF76,MTX3,COPA,HMGXB3,PHRF1,ABCB10,COMMD5,MAP1LC3B,DST,SIVA1,RAB35,GPATCH1,TCEA1,DRAM2,DEAF1,SNRNP200,NCK1,LAP3,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,ACBD4,CAB39,STK11,CLU,CHEK2,ZSWIM3,TSTD2,CHPT1,MRPL13,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,UBXN1,NACA,PCSK7,RPL15,THRAP3,TTF1,QSOX2,PRPF18,NUP205,CHKA,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,APOL2,N4BP2L2,SNX27,CHMP2A,CORO7,FEZ2,PMS2,UCK2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,FAM72B,PON2,HNRNPR,STAT6,HPS5,MAPK1,BRD9,TMEM33,NAT14,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,MYO9B,GFM2,SPPL2A,FASTKD3,FGFR3,MZT2A,PPIG,ZDHHC13,TMEM99,H2AFY,ATG13,NDUFS8,ERI3,FBL,SLC35A1,FRMD8,MICAL3,TGFB1,B3GALT6,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,ARL17A,MTMR3,ACAT1,CENPT,PLOD3,RAB3IL1,ZSWIM6,RAB14,ADD1,MRPS15,KDM4A,XIAP,DHX8,GLUD1,ANKRD23,PABPC4,CALM2,CDK5,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,MLST8,PLK3,ZNF672,HSDL1,MRPL43,TOPORS,MCL1,SMC2,PPFIA3,ICMT,SLC50A1,STOML2,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,ATP6V0C,ST3GAL2,FBXL3,TFDP2,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,NAGPA,TIMM8B,ETV3,TSPAN31,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,DUSP3,SLAIN1,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,ANKIB1,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,NUP107,ANKRD13C,MAVS,CEP63,TMEM136,RBM15,ATF2,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,DNAJA1,NDUFA7,TAZ,C19orf54,TAF2,SEC61A1,WDR7,RPLP1,CBLN2,RBMS1,FUS,GEN1,LRP8,COIL,LRCH1,GALK1,ZNF786,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,AKT1S1,KRI1,FBXO3,ERH,NDUFB4,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF862,ZNF180,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,SEC16A,SSR1,LIN9,PCNA,ZNF639,TRMU,PIK3R2,ETV6,TXLNA,PPCDC,FAM86C1,MYBL1,MRPL32,CCAR1,ABCC5,PBXIP1,BAZ2A,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SEPT1,SOCS4,QRSL1,OSGEPL1,GLCCI1,NUDT11,GEMIN7,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,MED8,VMP1,PPIL2,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,ABCC1,PREB,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,LY6E,ARPC1A,ZNF174,PSMC4,GOLGA4,PALB2,SYNCRIP,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,SUMO2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,MINPP1,METTL9,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,SCAP,ZNF700,PLEKHG4B,TIMM17A,FAU,LTA4H,AP2S1,USP53,INTS2,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,AP3S1,CSNK1A1,RMI1,TFRC,PTPN2,STARD9,IRF4,GSTK1,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,KPNA4,CDKN2AIPNL,FBXO41,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,NHLRC3,IKBIP,EIF1B,ELMOD2,KIFC1,DBNDD1,CYB5RL,RNASEK,CDC25B,PRADC1,DNMT1,NOL12,ORAI2,USO1,AKT2,NOL8,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,PSMD8,EIF2D,ITGB1,PTPN7,UQCRH,RRS1,ARRB2,RTN3,SVIP,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,NDUFA4,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,MORC3,TERF2,KCTD20,SEPT8,DCTD,PKM,TOMM40,ADSS,SERTAD2,SERF2,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,YY1,PPP6R2,PPP6R3,MAP3K5,RNF14,CDK2,ZC3HAV1,SYS1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PAIP2,PHC2,CRKL,MOAP1,TERF2IP,CYHR1,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CCT2,CDKN2AIP,MKLN1,HMGN4,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,C1orf112,MRI1,TCF3,BRAP,AGPAT3,MYNN,SDF2L1,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,PIP5K1C,RBM17,MAT2B,PTEN,CENPJ,TAGLN2,OSTC,CREB1,PACS2,NCOA2,SMC4,RNASEH2C,NEK7,NET1,PARP4,TBRG4,ANAPC2,RPL27A,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,ST13,TMEM184B,DNAJC24,ZNF107,SLC29A1,KIF2C,AGFG1,SIRT2,FKBP2,USP48,UBQLN2,SNRPD3,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,JOSD1,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,BANF1,BUD31,ZNF335,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,PSMA1,SEPT7,TMEM241,NAP1L1,ODF2,EXOC4,KIAA1328,NUP62,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKRD28,ANKLE1,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,DAP3,TMEM41A,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL large_intestine large_intestine 5.58599909073966e-09 -19.0030025321983 17068 2572 0.994201778121376 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,ZNF720,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,ERV3-1,PDXP,SMC3,C4orf3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,RHOG,EXOC3,STARD7,C5orf30,VTI1A,INO80E,SLC35B2,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,ZNF226,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,CORO1C,NSMCE2,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,KANSL2,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,RYBP,VPS13B,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,CDCA8,TMX3,GTF3A,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,WBP1L,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,NUP188,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,CISD2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,CNOT3,NPLOC4,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,OSTF1,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,CDKN2A,NUDT3,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,CCNK,DNAJC8,ELP5,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,COMMD4,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,C12orf75,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,SARNP,IVNS1ABP,RMI2,MON1B,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,HNRNPM,LYPLA2,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,SP3,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,ABRACL,ATP6V0B,PDK2,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,CLPTM1,SLC39A9,RPL29,RPL35,BTG2,DNAJC9,FRAT2,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,MAFK,PSMD3,NDUFA11,CEP55,ZNF436,DNAJC17,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,SMAP1,GOLIM4,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,TMA7,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,COPG2,JMY,FKBP1A,SLC31A1,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,FTL,DDX28,ZNF84,SIGMAR1,PIP4K2C,FAM133B,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,CAST,SUZ12,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,GOLGA8A,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,STRIP1,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,TSR2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,BYSL,VPS29,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,UBE2Z,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,IMPAD1,ZNHIT6,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,C22orf46,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,SCYL3,TMEM14C,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ANKRD39,ZNF275,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,MGAT5,RHBDD2,BAK1,ZNF559,RHOBTB3,GABPA,NUTF2,WBP1,GINS4,ARF4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,SMNDC1,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,CD59,TFAP4,RNFT1,RIMS3,MEGF8,FBXO7,EFTUD2,MRPL21,CPSF4,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,TMEM159,ZNF830,MRPL3,ALS2,TRIM41,KARS,NQO1,POC1A,PTTG1,ANK3,TPX2,TBC1D13,DAZAP2,STMN1,GLRX3,C19orf48,CBWD5,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,SZRD1,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,CRNKL1,E2F3,CIRBP,RPL38,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,DMWD,SNRPG,CENPBD1,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,RRP36,NEIL2,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,ITGB8,CBWD2,COQ4,ARF5,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,GPS2,DBI,MRFAP1L1,SSNA1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,ZBED5,CKAP2L,PSMG1,UBE2V1,IL12RB1,EAF2,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,FAM53C,DNAJB2,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,RAB6A,DNAJB1,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,IRF5,NMT2,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,FAM122A,SIL1,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,OIP5,NRF1,WDR44,PIN1,PPME1,EFCAB11,RPAP1,CABLES2,TOP1MT,LMAN1,AHCYL1,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,KIAA0040,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,NADSYN1,UNK,CMAS,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,CSRP1,HMGN5,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,USP20,TMEM219,RBPJ,MAX,PDCD6IP,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,CBFB,RFC2,RAB2B,PRIM1,MAP3K4,HHEX,RPS14,LUC7L3,MAP4,MRPL27,BTF3,PTPDC1,CCDC59,NMD3,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,C16orf87,VAV2,PRKAA1,GSPT2,DLGAP4,TATDN3,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,DAPK1,TPST1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,WDR1,EMB,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,SEC31A,CAT,DERL1,HSPBP1,MTHFD2,CEBPG,ARAP1,FAM83D,USP32,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,NUDT19,DECR1,RALB,SIAH1,LPIN2,ADCY9,SOCS6,MRPS27,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,OAF,VDAC2,EDF1,ERC1,EML4,AMZ2,ANKZF1,ZNF282,RAD51C,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,LMBR1,RWDD4,FTSJ1,NCLN,BEND3,EYA2,DYNC1LI2,B4GALT5,SLC41A1,MANBA,TKT,FAM76A,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FUT8,FJX1,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,OAZ2,NDUFS5,WDR91,GPR89B,HIGD2A,ZBED3,RORB,POLA2,ZNF76,MTX3,COPA,UQCR10,HMGXB3,PHRF1,ABCB10,COMMD5,MAP1LC3B,DST,SIVA1,RAB35,GPATCH1,TCEA1,DRAM2,DEAF1,TRAPPC13,SNRNP200,NCK1,LAP3,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,CAB39,ACBD4,STK11,CLU,CHEK2,ZSWIM3,TSTD2,CHPT1,MRPL13,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,UBXN1,NACA,C19orf25,PCSK7,EPN1,RPL15,THRAP3,TTF1,QSOX2,PRPF18,NUP205,CHKA,DTL,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,APOL2,N4BP2L2,SNX27,CHMP2A,CORO7,FEZ2,PMS2,UCK2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,FAM72B,PON2,HNRNPR,STAT6,HPS5,MAPK1,BRD9,TMEM33,NAT14,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,MYO9B,GFM2,SPPL2A,FASTKD3,FGFR3,MZT2A,PPIG,ZDHHC13,TMEM99,H2AFY,ATG13,NDUFS8,ERI3,FBL,SLC35A1,FRMD8,MICAL3,TGFB1,B3GALT6,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,ARL17A,CDK11A,MTMR3,MEGF9,ACAT1,CENPT,PLOD3,RAB3IL1,ZSWIM6,RAB14,ADD1,MRPS15,KDM4A,XIAP,DHX8,GLUD1,ANKRD23,PABPC4,CALM2,CDK5,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,MLST8,PLK3,ZNF672,HSDL1,MRPL43,TOPORS,MCL1,SMC2,PPFIA3,ICMT,SLC50A1,STOML2,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,ATP6V0C,ST3GAL2,FBXL3,TFDP2,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,UBE2QL1,NAGPA,TIMM8B,ETV3,TSPYL4,TSPAN31,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,DUSP3,SLAIN1,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,ANKIB1,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,NUP107,ANKRD13C,MAVS,CEP63,TMEM136,RBM15,ATF2,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,NUSAP1,NDUFA7,DNAJA1,TAZ,C19orf54,TAF2,SEC61A1,WDR7,RPLP1,CBLN2,RBMS1,FUS,GEN1,LRP8,COIL,LRCH1,GALK1,ZNF786,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,AKT1S1,KRI1,FBXO3,ERH,GATC,NDUFB4,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF862,ZNF180,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,SEC16A,SSR1,LIN9,PCNA,ZNF639,TRMU,PIK3R2,ETV6,TXLNA,PPCDC,FAM86C1,MYBL1,MRPL32,CCAR1,ABCC5,PBXIP1,BAZ2A,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SEPT1,SOCS4,QRSL1,PIEZO1,OSGEPL1,GLCCI1,NUDT11,NAA60,GEMIN7,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,MED8,VMP1,PPIL2,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,ABCC1,PREB,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,LY6E,ARPC1A,ZNF174,PSMC4,GOLGA4,SYNCRIP,PALB2,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,SUMO2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,MINPP1,METTL9,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,SCAP,ZNF700,PLEKHG4B,TIMM17A,TOMM6,FAU,LTA4H,AP2S1,USP53,INTS2,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,AP3S1,CSNK1A1,RMI1,TFRC,PTPN2,IRF4,STARD9,GSTK1,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,KPNA4,CDKN2AIPNL,FBXO41,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,YTHDF3,NHLRC3,IKBIP,EIF1B,ELMOD2,KIFC1,DBNDD1,CYB5RL,PARPBP,RNASEK,CDC25B,PRADC1,DNMT1,NOL12,ORAI2,USO1,AKT2,NOL8,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,PSMD8,EIF2D,ITGB1,PTPN7,UQCRH,RRS1,ARRB2,RTN3,ZNF598,SVIP,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,NDUFA4,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,MORC3,TERF2,KCTD20,SEPT8,DCTD,PKM,TOMM40,PATL1,ADSS,SERTAD2,SERF2,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,YY1,MAP3K5,PPP6R2,PPP6R3,RNF14,CDK2,ZC3HAV1,SYS1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PAIP2,PHC2,CRKL,MOAP1,TERF2IP,CYHR1,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CCT2,CDKN2AIP,MKLN1,HMGN4,LYRM1,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,R3HCC1L,C1orf112,MRI1,TCF3,BRAP,AGPAT3,MYNN,SDF2L1,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,PIP5K1C,RBM17,MAT2B,PTEN,CENPJ,TAGL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central_nervous_system central_nervous_system 2.20219522279176e-08 -17.6312260525464 16807 2544 0.983378430614611 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,PDXP,SMC3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,RHOG,EXOC3,STARD7,VTI1A,C5orf30,INO80E,SLC35B2,RCOR3,LCLAT1,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,ZNF226,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,RYBP,VPS13B,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,CHMP4B,XRCC3,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,CDCA8,TMX3,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,NUP188,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,TAF5L,CISD2,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,CNOT3,NPLOC4,WDR48,SPAG5,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,OSTF1,FBXL7,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,CDKN2A,NUDT3,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CD320,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,PRPF4B,ADAM23,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,CCNK,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,ARSK,MACF1,KIF11,COMMD4,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,FAM83G,IPO4,UBL3,PIGM,NAT9,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,C12orf75,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,FBRS,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,SARNP,IVNS1ABP,MON1B,RMI2,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,HNRNPM,LYPLA2,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,CO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ACTB,RFC2,CBFB,RAB2B,PRIM1,MAP3K4,HHEX,RPS14,LUC7L3,MAP4,MRPL27,BTF3,PTPDC1,CCDC59,NMD3,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,PRKAA1,VAV2,C16orf87,GSPT2,DLGAP4,TATDN3,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,DAPK1,TPST1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,WDR1,EMB,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,SEC31A,DERL1,HSPBP1,MTHFD2,CEBPG,ARAP1,FAM83D,USP32,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,NUDT19,DECR1,RALB,SIAH1,LPIN2,ADCY9,SOCS6,MRPS27,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,OAF,VDAC2,EDF1,ERC1,EML4,AMZ2,ANKZF1,ZNF282,RAD51C,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,LMBR1,RWDD4,FTSJ1,NCLN,BEND3,EYA2,DYNC1LI2,B4GALT5,SLC41A1,MANBA,TKT,FAM76A,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FUT8,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,NDUFS5,WDR91,GPR89B,HIGD2A,ZBED3,RORB,POLA2,ZNF76,MTX3,COPA,UQCR10,HMGXB3,PHRF1,ABCB10,COMMD5,MAP1LC3B,DST,SIVA1,RAB35,GPATCH1,TCEA1,DRAM2,DEAF1,SNRNP200,NCK1,LAP3,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,CAB39,ACBD4,STK11,CLU,CHEK2,ZSWIM3,TSTD2,MRPL13,CHPT1,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,NACA,UBXN1,PCSK7,RPL15,THRAP3,TTF1,QSOX2,PRPF18,NUP205,CHKA,DTL,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,APOL2,N4BP2L2,SNX27,CHMP2A,CORO7,FEZ2,UCK2,PMS2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,FAM72B,PON2,HNRNPR,STAT6,HPS5,MAPK1,BRD9,TMEM33,NAT14,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,MYO9B,GFM2,SPPL2A,FASTKD3,FGFR3,MZT2A,PPIG,ZDHHC13,TMEM99,H2AFY,ATG13,NDUFS8,ERI3,FBL,SLC35A1,FRMD8,MICAL3,TGFB1,B3GALT6,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,ARL17A,CDK11A,MTMR3,MEGF9,ACAT1,CENPT,PLOD3,RAB3IL1,ZSWIM6,RAB14,ADD1,MRPS15,KDM4A,XIAP,DHX8,GLUD1,ANKRD23,PABPC4,CALM2,CDK5,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,MLST8,PLK3,ZNF672,MRPL43,HSDL1,TOPORS,MCL1,SMC2,PPFIA3,ICMT,SLC50A1,STOML2,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,ATP6V0C,ST3GAL2,FBXL3,TFDP2,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,UBE2QL1,NAGPA,TIMM8B,ETV3,TSPAN31,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,DUSP3,SLAIN1,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,ANKIB1,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,NUP107,ANKRD13C,MAVS,CEP63,TMEM136,RBM15,ATF2,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,NUSAP1,NDUFA7,DNAJA1,TAZ,C19orf54,TAF2,SEC61A1,WDR7,RPLP1,CBLN2,RBMS1,FUS,GEN1,LRP8,COIL,LRCH1,GALK1,ZNF786,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,AKT1S1,KRI1,FBXO3,ERH,GATC,NDUFB4,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF180,ZNF862,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,SEC16A,KCMF1,SSR1,LIN9,PCNA,ZNF639,TRMU,PIK3R2,ETV6,PPCDC,TXLNA,FAM86C1,MYBL1,MRPL32,CCAR1,ABCC5,PBXIP1,BAZ2A,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SEPT1,SOCS4,QRSL1,PIEZO1,OSGEPL1,GLCCI1,NUDT11,GEMIN7,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,MED8,VMP1,PPIL2,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,ABCC1,PREB,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,LY6E,ARPC1A,ZNF174,PSMC4,GOLGA4,SYNCRIP,PALB2,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,SUMO2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,METTL9,MINPP1,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,SCAP,ZNF700,PLEKHG4B,TIMM17A,FAU,LTA4H,AP2S1,USP53,INTS2,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,AP3S1,CSNK1A1,RMI1,TFRC,PTPN2,STARD9,IRF4,GSTK1,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,KPNA4,CDKN2AIPNL,FBXO41,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,NHLRC3,IKBIP,EIF1B,ELMOD2,KIFC1,DBNDD1,CYB5RL,PARPBP,RNASEK,CDC25B,PRADC1,DNMT1,NOL12,ORAI2,USO1,AKT2,NOL8,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,PSMD8,EIF2D,ITGB1,PTPN7,UQCRH,RRS1,ARRB2,RTN3,ZNF598,SVIP,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,NDUFA4,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,TERF2,MORC3,KCTD20,SEPT8,DCTD,PKM,TOMM40,PATL1,ADSS,SERTAD2,SERF2,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,YY1,PPP6R2,PPP6R3,MAP3K5,RNF14,CDK2,ZC3HAV1,SYS1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PAIP2,PHC2,CRKL,TERF2IP,MOAP1,CYHR1,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CCT2,CDKN2AIP,MKLN1,HMGN4,LYRM1,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,C1orf112,TCF3,MRI1,BRAP,AGPAT3,MYNN,SDF2L1,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,PIP5K1C,RBM17,MAT2B,PTEN,CENPJ,TAGLN2,OSTC,CREB1,PACS2,NCOA2,SMC4,RNASEH2C,NEK7,NET1,PARP4,TBRG4,ANAPC2,RPL27A,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,TMEM184B,ST13,DNAJC24,ZNF107,KIF2C,SLC29A1,AGFG1,SIRT2,FKBP2,USP48,SNRPD3,UBQLN2,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,JOSD1,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,BANF1,ZNF335,BUD31,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,PSMA1,TMEM241,SEPT7,NAP1L1,ODF2,EXOC4,KIAA1328,NUP62,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKRD28,ANKLE1,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,TMEM41A,DAP3,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL brain brain 2.71691597565965e-08 -17.4211833393969 16658 2527 0.976807112485504 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,PDXP,SMC3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,RHOG,EXOC3,STARD7,VTI1A,C5orf30,INO80E,SLC35B2,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,ZNF226,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,MED22,SPTAN1,STAU1,DDX24,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,RYBP,VPS13B,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,CHMP4B,XRCC3,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,CDCA8,TMX3,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,NUP188,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,CNOT3,NPLOC4,WDR48,SPAG5,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,OSTF1,FBXL7,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,CDKN2A,NUDT3,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CD320,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,SLC25A36,JAKMIP1,CCNK,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,ARSK,MACF1,KIF11,COMMD4,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,FAM83G,IPO4,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,C12orf75,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,SARNP,IVNS1ABP,MON1B,RMI2,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,HNRNPM,LYPLA2,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,SP3,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,ATP6V0B,PDK2,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,CLPTM1,SLC39A9,RPL29,RPL35,BTG2,DNAJC9,FRAT2,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,MAFK,PSMD3,NDUFA11,CEP55,ZNF436,DNAJC17,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,SMAP1,GOLIM4,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,FTL,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,SUZ12,CAST,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,GNA12,FBXO21,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,BYSL,VPS29,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,IMPAD1,ZNHIT6,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,SRSF3,MBD6,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,RPL23A,CDKN2C,NAPG,USF1,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,PDCD4,SMNDC1,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,CD59,RNFT1,RIMS3,MEGF8,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,STMN1,GLRX3,C19orf48,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,PMVK,IFT27,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,ITGB8,CBWD2,COQ4,ARF5,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,GPS2,DBI,MRFAP1L1,SSNA1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,CELSR2,SEPT9,RBX1,APH1A,RAD51AP1,CKAP2L,PSMG1,UBE2V1,IL12RB1,EAF2,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,ALG3,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,FAM53C,DNAJB2,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,RAB6A,DNAJB1,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,IRF5,NMT2,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,FAM122A,SIL1,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,OIP5,NRF1,WDR44,PIN1,PPME1,EFCAB11,RPAP1,CABLES2,TOP1MT,LMAN1,AHCYL1,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,NADSYN1,UNK,CMAS,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,CSRP1,HMGN5,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,USP20,TMEM219,RBPJ,MAX,PDCD6IP,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,PRIM1,MAP3K4,HHEX,RPS14,LUC7L3,MAP4,MRPL27,BTF3,PTPDC1,CCDC59,NMD3,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,PRKAA1,VAV2,C16orf87,GSPT2,DLGAP4,TATDN3,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,DAPK1,TPST1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,WDR1,EMB,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,SEC31A,DERL1,MTHFD2,HSPBP1,CEBPG,ARAP1,FAM83D,USP32,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,NUDT19,DECR1,RALB,SIAH1,LPIN2,ADCY9,SOCS6,MRPS27,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,OAF,VDAC2,EDF1,ERC1,EML4,AMZ2,ANKZF1,ZNF282,RAD51C,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,LMBR1,FTSJ1,RWDD4,NCLN,BEND3,EYA2,DYNC1LI2,B4GALT5,SLC41A1,MANBA,TKT,FAM76A,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FUT8,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,NDUFS5,WDR91,GPR89B,HIGD2A,ZBED3,RORB,POLA2,ZNF76,MTX3,COPA,UQCR10,HMGXB3,PHRF1,ABCB10,COMMD5,MAP1LC3B,DST,SIVA1,RAB35,GPATCH1,TCEA1,DRAM2,DEAF1,SNRNP200,NCK1,LAP3,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,ACBD4,CAB39,STK11,CLU,CHEK2,ZSWIM3,TSTD2,CHPT1,MRPL13,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,UBXN1,NACA,PCSK7,RPL15,THRAP3,TTF1,QSOX2,PRPF18,NUP205,CHKA,DTL,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,APOL2,N4BP2L2,SNX27,CHMP2A,CORO7,FEZ2,UCK2,PMS2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,FAM72B,PON2,HNRNPR,STAT6,HPS5,MAPK1,BRD9,TMEM33,NAT14,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,MYO9B,GFM2,SPPL2A,FASTKD3,FGFR3,MZT2A,PPIG,ZDHHC13,TMEM99,H2AFY,ATG13,NDUFS8,ERI3,FBL,SLC35A1,FRMD8,MICAL3,TGFB1,B3GALT6,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,ARL17A,CDK11A,MTMR3,MEGF9,ACAT1,CENPT,PLOD3,RAB3IL1,ZSWIM6,RAB14,ADD1,MRPS15,KDM4A,XIAP,DHX8,GLUD1,ANKRD23,PABPC4,CALM2,CDK5,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,MLST8,PLK3,ZNF672,HSDL1,MRPL43,TOPORS,MCL1,SMC2,PPFIA3,ICMT,SLC50A1,STOML2,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,ATP6V0C,ST3GAL2,FBXL3,TFDP2,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,UBE2QL1,NAGPA,TIMM8B,ETV3,TSPAN31,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,DUSP3,SLAIN1,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,ANKIB1,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,NUP107,ANKRD13C,MAVS,CEP63,TMEM136,RBM15,ATF2,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,NUSAP1,NDUFA7,DNAJA1,TAZ,C19orf54,TAF2,SEC61A1,WDR7,RPLP1,CBLN2,RBMS1,FUS,GEN1,LRP8,COIL,LRCH1,GALK1,ZNF786,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,AKT1S1,KRI1,FBXO3,ERH,GATC,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF180,ZNF862,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,SEC16A,SSR1,LIN9,PCNA,ZNF639,TRMU,PIK3R2,ETV6,PPCDC,TXLNA,FAM86C1,MYBL1,MRPL32,CCAR1,ABCC5,PBXIP1,BAZ2A,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SEPT1,SOCS4,QRSL1,PIEZO1,OSGEPL1,GLCCI1,NUDT11,GEMIN7,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,MED8,VMP1,PPIL2,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,ABCC1,PREB,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,LY6E,ARPC1A,ZNF174,PSMC4,GOLGA4,PALB2,SYNCRIP,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,SUMO2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,MINPP1,METTL9,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,SCAP,ZNF700,PLEKHG4B,TIMM17A,FAU,LTA4H,AP2S1,USP53,INTS2,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,AP3S1,CSNK1A1,RMI1,TFRC,PTPN2,STARD9,IRF4,GSTK1,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,KPNA4,CDKN2AIPNL,FBXO41,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,NHLRC3,IKBIP,EIF1B,ELMOD2,KIFC1,DBNDD1,CYB5RL,PARPBP,RNASEK,CDC25B,PRADC1,DNMT1,NOL12,ORAI2,USO1,AKT2,NOL8,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,PSMD8,EIF2D,ITGB1,PTPN7,UQCRH,RRS1,ARRB2,RTN3,ZNF598,SVIP,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,NDUFA4,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,MORC3,TERF2,KCTD20,SEPT8,DCTD,PKM,TOMM40,PATL1,ADSS,SERTAD2,SERF2,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,YY1,PPP6R2,PPP6R3,MAP3K5,RNF14,CDK2,ZC3HAV1,SYS1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PAIP2,PHC2,CRKL,TERF2IP,MOAP1,CYHR1,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CCT2,CDKN2AIP,MKLN1,HMGN4,LYRM1,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,C1orf112,TCF3,MRI1,BRAP,AGPAT3,MYNN,SDF2L1,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,PIP5K1C,RBM17,MAT2B,PTEN,CENPJ,TAGLN2,OSTC,CREB1,PACS2,NCOA2,SMC4,RNASEH2C,NEK7,NET1,PARP4,TBRG4,ANAPC2,RPL27A,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,ST13,TMEM184B,DNAJC24,ZNF107,SLC29A1,KIF2C,AGFG1,SIRT2,FKBP2,USP48,SNRPD3,UBQLN2,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,JOSD1,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,BANF1,BUD31,ZNF335,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,PSMA1,TMEM241,SEPT7,NAP1L1,ODF2,EXOC4,KIAA1328,NUP62,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKRD28,ANKLE1,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,DAP3,TMEM41A,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL glioma glioma 3.29544350241551e-08 -17.2281399864468 16557 2515 0.972168534982605 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,PDXP,SMC3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,RHOG,EXOC3,STARD7,VTI1A,C5orf30,INO80E,SLC35B2,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,RYBP,VPS13B,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,CHMP4B,XRCC3,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,CDCA8,TMX3,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,NUP188,H2AFZ,PNISR,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,CNOT3,NPLOC4,WDR48,SPAG5,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,OSTF1,FBXL7,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,CDKN2A,NUDT3,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CD320,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,SLC25A36,JAKMIP1,CCNK,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,ARSK,MACF1,KIF11,COMMD4,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,FAM83G,IPO4,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,IVNS1ABP,MON1B,RMI2,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,SP3,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,ATP6V0B,PDK2,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,CLPTM1,SLC39A9,RPL29,RPL35,BTG2,DNAJC9,FRAT2,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,MAFK,PSMD3,NDUFA11,CEP55,ZNF436,DNAJC17,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,SMAP1,GOLIM4,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,JMY,NDUFAF6,FKBP1A,SLC31A1,SNX18,ATIC,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,FTL,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,SUZ12,CAST,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,GNA12,FBXO21,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,BYSL,VPS29,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,ALKBH5,MOGS,UBE2Z,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,IMPAD1,ZNHIT6,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,SRSF3,MBD6,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,RPL23A,CDKN2C,NAPG,USF1,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,PDCD4,SMNDC1,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,CD59,RNFT1,RIMS3,MEGF8,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,STMN1,GLRX3,C19orf48,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,PMVK,IFT27,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,CELSR2,SEPT9,RBX1,APH1A,RAD51AP1,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,ALG3,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,FAM53C,DNAJB2,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,RAB6A,DNAJB1,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,IRF5,NMT2,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,FAM122A,SIL1,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,OIP5,NRF1,WDR44,PIN1,PPME1,EFCAB11,RPAP1,CABLES2,TOP1MT,LMAN1,AHCYL1,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,NADSYN1,UNK,CMAS,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,CSRP1,HMGN5,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,USP20,TMEM219,RBPJ,MAX,PDCD6IP,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,PRIM1,MAP3K4,HHEX,RPS14,LUC7L3,MAP4,MRPL27,BTF3,PTPDC1,CCDC59,NMD3,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,PRKAA1,VAV2,C16orf87,GSPT2,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,DAPK1,TPST1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,WDR1,EMB,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,SEC31A,DERL1,MTHFD2,HSPBP1,CEBPG,ARAP1,FAM83D,USP32,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,NUDT19,DECR1,RALB,SIAH1,LPIN2,ADCY9,SOCS6,MRPS27,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,OAF,VDAC2,EDF1,ERC1,EML4,AMZ2,ANKZF1,ZNF282,RAD51C,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,LMBR1,FTSJ1,RWDD4,NCLN,BEND3,EYA2,DYNC1LI2,SLC41A1,B4GALT5,MANBA,TKT,FAM76A,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FUT8,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,NDUFS5,WDR91,GPR89B,HIGD2A,ZBED3,RORB,POLA2,ZNF76,MTX3,COPA,HMGXB3,PHRF1,ABCB10,COMMD5,MAP1LC3B,DST,SIVA1,RAB35,GPATCH1,TCEA1,DRAM2,DEAF1,SNRNP200,NCK1,LAP3,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,ACBD4,CAB39,STK11,CLU,CHEK2,ZSWIM3,TSTD2,CHPT1,MRPL13,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,UBXN1,NACA,PCSK7,RPL15,THRAP3,TTF1,QSOX2,PRPF18,NUP205,CHKA,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,APOL2,N4BP2L2,SNX27,CHMP2A,CORO7,FEZ2,UCK2,PMS2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,FAM72B,PON2,HNRNPR,STAT6,HPS5,MAPK1,BRD9,TMEM33,NAT14,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,MYO9B,GFM2,SPPL2A,FASTKD3,FGFR3,MZT2A,PPIG,ZDHHC13,TMEM99,H2AFY,ATG13,NDUFS8,ERI3,FBL,SLC35A1,FRMD8,MICAL3,TGFB1,B3GALT6,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,ARL17A,CDK11A,MTMR3,ACAT1,CENPT,PLOD3,RAB3IL1,ZSWIM6,RAB14,ADD1,MRPS15,KDM4A,XIAP,DHX8,GLUD1,ANKRD23,PABPC4,CALM2,CDK5,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,MLST8,PLK3,ZNF672,HSDL1,MRPL43,TOPORS,MCL1,SMC2,PPFIA3,ICMT,SLC50A1,STOML2,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,ATP6V0C,ST3GAL2,FBXL3,TFDP2,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,UBE2QL1,NAGPA,TIMM8B,ETV3,TSPAN31,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,DUSP3,SLAIN1,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,ANKIB1,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,NUP107,ANKRD13C,MAVS,CEP63,TMEM136,RBM15,ATF2,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,NDUFA7,DNAJA1,TAZ,C19orf54,TAF2,SEC61A1,WDR7,RPLP1,CBLN2,RBMS1,FUS,GEN1,LRP8,COIL,LRCH1,GALK1,ZNF786,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,AKT1S1,KRI1,FBXO3,ERH,GATC,NDUFB4,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF180,ZNF862,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,SEC16A,SSR1,LIN9,PCNA,ZNF639,TRMU,PIK3R2,ETV6,PPCDC,TXLNA,FAM86C1,MYBL1,MRPL32,CCAR1,ABCC5,PBXIP1,BAZ2A,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SEPT1,SOCS4,QRSL1,PIEZO1,OSGEPL1,GLCCI1,NUDT11,GEMIN7,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,MED8,VMP1,PPIL2,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,ABCC1,PREB,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,LY6E,ARPC1A,ZNF174,PSMC4,GOLGA4,PALB2,SYNCRIP,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,SUMO2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,MINPP1,METTL9,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,SCAP,ZNF700,PLEKHG4B,TIMM17A,FAU,LTA4H,AP2S1,USP53,INTS2,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,AP3S1,CSNK1A1,RMI1,TFRC,PTPN2,STARD9,IRF4,GSTK1,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,KPNA4,CDKN2AIPNL,FBXO41,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,NHLRC3,IKBIP,EIF1B,ELMOD2,KIFC1,DBNDD1,CYB5RL,RNASEK,CDC25B,PRADC1,DNMT1,NOL12,ORAI2,USO1,AKT2,NOL8,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,PSMD8,EIF2D,ITGB1,PTPN7,UQCRH,RRS1,ARRB2,RTN3,SVIP,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,NDUFA4,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,MORC3,TERF2,KCTD20,SEPT8,DCTD,PKM,TOMM40,PATL1,ADSS,SERTAD2,SERF2,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,YY1,PPP6R2,PPP6R3,MAP3K5,RNF14,CDK2,ZC3HAV1,SYS1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PAIP2,PHC2,CRKL,TERF2IP,MOAP1,CYHR1,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CCT2,CDKN2AIP,MKLN1,HMGN4,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,C1orf112,TCF3,MRI1,BRAP,AGPAT3,MYNN,SDF2L1,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,PIP5K1C,RBM17,MAT2B,PTEN,CENPJ,TAGLN2,OSTC,CREB1,PACS2,NCOA2,SMC4,RNASEH2C,NEK7,NET1,PARP4,TBRG4,ANAPC2,RPL27A,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,ST13,TMEM184B,DNAJC24,ZNF107,SLC29A1,KIF2C,AGFG1,SIRT2,FKBP2,USP48,SNRPD3,UBQLN2,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,JOSD1,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,BANF1,BUD31,ZNF335,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,PSMA1,SEPT7,TMEM241,NAP1L1,ODF2,EXOC4,KIAA1328,NUP62,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKRD28,ANKLE1,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,DAP3,TMEM41A,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL breast breast 3.56587083560758e-08 -17.1492724462533 16905 2554 0.987243911867027 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,ZNF720,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,ERV3-1,PDXP,SMC3,C4orf3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,FAM72D,RHOG,EXOC3,STARD7,VTI1A,INO80E,SLC35B2,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,CORO1C,NSMCE2,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,MED22,SPTAN1,STAU1,TCTEX1D2,DDX24,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,RYBP,VPS13B,PTPN18,MIOS,MBLAC2,SNRPB,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,MYO9A,BTBD10,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,CHMP4B,XRCC3,PARD3,BCL2L12,MCM10,C19orf53,KLHL21,PDAP1,TMX3,CDCA8,GTF3A,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,NUP188,TXN,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,CNOT3,NPLOC4,WDR48,SPAG5,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,OSTF1,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,CDKN2A,NUDT3,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,CCNK,DNAJC8,ELP5,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,PIGM,NAT9,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,C12orf75,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,SERF1B,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,SARNP,IVNS1ABP,MON1B,RMI2,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,HNRNPM,LYPLA2,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,LY75,C4orf46,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,SP3,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,ATP6V0B,PDK2,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,CLPTM1,SLC39A9,RPL29,RPL35,BTG2,DNAJC9,FRAT2,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,MAFK,PSMD3,NDUFA11,CEP55,ZNF436,DNAJC17,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,SMAP1,GOLIM4,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,FTL,DDX28,ZNF84,SIGMAR1,PIP4K2C,FAM133B,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,CAST,SUZ12,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,MAPRE2,RFC3,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,GOLGA8A,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,GNA12,FBXO21,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,VPS29,BYSL,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,ALKBH5,MOGS,UBE2Z,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,CXXC4,UBTF,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,SCYL3,TMEM14C,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ANKRD39,ZNF275,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,MOB1A,TIPARP,LRRC59,ANKRD9,MGAT5,RHBDD2,BAK1,ZNF559,RHOBTB3,GABPA,NUTF2,WBP1,GINS4,ARF4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,SMNDC1,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,CD59,RNFT1,RIMS3,MEGF8,FBXO7,EFTUD2,MRPL21,CPSF4,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,TMEM159,ZNF830,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,PTTG1,ANK3,TPX2,TBC1D13,DAZAP2,STMN1,GLRX3,C19orf48,CBWD5,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,SZRD1,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,CRNKL1,E2F3,CIRBP,RPL38,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,DMWD,SNRPG,CENPBD1,USP13,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,RRP36,NEIL2,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,ITGB8,CBWD2,COQ4,ARF5,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,GPS2,DBI,MRFAP1L1,SSNA1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,ZBED5,CKAP2L,PSMG1,UBE2V1,IL12RB1,EAF2,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,FAM53C,DNAJB2,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,RAB6A,DNAJB1,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,IRF5,NMT2,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,FAM122A,SIL1,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,ZFYVE21,TM9SF3,RRAGC,ZNF121,OIP5,NRF1,WDR44,PIN1,PPME1,EFCAB11,RPAP1,CABLES2,TOP1MT,LMAN1,AHCYL1,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,KIAA0040,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,NADSYN1,UNK,CMAS,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,CSRP1,HMGN5,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,USP20,TMEM219,RBPJ,MAX,PDCD6IP,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRSF10,SRP72,KLF10,LACTB,CBFB,RFC2,RAB2B,PRIM1,MAP3K4,HHEX,RPS14,LUC7L3,MAP4,MRPL27,BTF3,PTPDC1,CCDC59,NMD3,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,C16orf87,VAV2,PRKAA1,GSPT2,DLGAP4,TATDN3,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,DAPK1,TPST1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,WDR1,EMB,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,SEC31A,CAT,DERL1,MTHFD2,HSPBP1,CEBPG,ARAP1,FAM83D,USP32,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,DECR1,RALB,SIAH1,LPIN2,ADCY9,SOCS6,MRPS27,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,OAF,VDAC2,EDF1,ERC1,EML4,AMZ2,ANKZF1,ZNF282,RAD51C,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,LMBR1,FTSJ1,RWDD4,NCLN,BEND3,EYA2,DYNC1LI2,SLC41A1,B4GALT5,MANBA,TKT,FAM76A,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FUT8,FJX1,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,OAZ2,NDUFS5,WDR91,GPR89B,HIGD2A,ZBED3,RORB,POLA2,ZNF76,MTX3,COPA,UQCR10,HMGXB3,PHRF1,ABCB10,COMMD5,MAP1LC3B,DST,SIVA1,RAB35,GPATCH1,TCEA1,DRAM2,DEAF1,SNRNP200,NCK1,LAP3,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,CAB39,ACBD4,STK11,CLU,CHEK2,ZSWIM3,TSTD2,CHPT1,MRPL13,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,NACA,UBXN1,C19orf25,PCSK7,EPN1,RPL15,THRAP3,TTF1,QSOX2,NUP205,PRPF18,CHKA,DTL,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,APOL2,N4BP2L2,SNX27,CHMP2A,CORO7,FEZ2,PMS2,UCK2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,FAM72B,PON2,HNRNPR,HPS5,STAT6,MAPK1,BRD9,TMEM33,NAT14,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,MYO9B,GFM2,SPPL2A,FASTKD3,FGFR3,MZT2A,PPIG,ZDHHC13,TMEM99,H2AFY,ATG13,NDUFS8,ERI3,FBL,FRMD8,SLC35A1,MICAL3,TGFB1,B3GALT6,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,CDK11A,MTMR3,MEGF9,ACAT1,CENPT,PLOD3,RAB3IL1,ZSWIM6,RAB14,ADD1,MRPS15,KDM4A,XIAP,DHX8,GLUD1,ANKRD23,PABPC4,CALM2,CDK5,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,MLST8,PLK3,ZNF672,HSDL1,MRPL43,TOPORS,MCL1,SMC2,PPFIA3,ICMT,SLC50A1,STOML2,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,ATP6V0C,ST3GAL2,FBXL3,TFDP2,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,UBE2QL1,NAGPA,TIMM8B,ETV3,TSPYL4,TSPAN31,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,DUSP3,SLAIN1,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,ANKIB1,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,NUP107,ANKRD13C,MAVS,CEP63,TMEM136,RBM15,ATF2,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,NUSAP1,DNAJA1,NDUFA7,TAZ,C19orf54,TAF2,SEC61A1,WDR7,RPLP1,CBLN2,RBMS1,FUS,GEN1,LRP8,COIL,LRCH1,GALK1,ZNF786,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,AKT1S1,KRI1,FBXO3,ERH,GATC,NDUFB4,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF862,ZNF180,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,SEC16A,SSR1,LIN9,PCNA,ZNF639,TRMU,PIK3R2,ETV6,TXLNA,PPCDC,FAM86C1,MYBL1,MRPL32,CCAR1,ABCC5,PBXIP1,BAZ2A,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SEPT1,SOCS4,QRSL1,PIEZO1,OSGEPL1,GLCCI1,NUDT11,NAA60,GEMIN7,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,MED8,VMP1,PPIL2,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,ABCC1,PREB,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,LY6E,ARPC1A,ZNF174,PSMC4,GOLGA4,PALB2,SYNCRIP,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,SUMO2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,MINPP1,METTL9,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,SCAP,ZNF700,PLEKHG4B,TIMM17A,TOMM6,FAU,LTA4H,AP2S1,USP53,INTS2,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,AP3S1,CSNK1A1,RMI1,TFRC,PTPN2,STARD9,IRF4,GSTK1,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,KPNA4,CDKN2AIPNL,FBXO41,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,YTHDF3,NHLRC3,IKBIP,EIF1B,ELMOD2,KIFC1,DBNDD1,CYB5RL,PARPBP,RNASEK,CDC25B,PRADC1,DNMT1,NOL12,ORAI2,USO1,AKT2,NOL8,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,PSMD8,EIF2D,ITGB1,PTPN7,UQCRH,RRS1,ARRB2,RTN3,ZNF598,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,NDUFA4,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,TERF2,MORC3,KCTD20,SEPT8,DCTD,PKM,TOMM40,PATL1,ADSS,SERTAD2,SERF2,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,YY1,PPP6R2,MAP3K5,PPP6R3,RNF14,CDK2,ZC3HAV1,SYS1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PAIP2,PHC2,CRKL,TERF2IP,MOAP1,CYHR1,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CCT2,CDKN2AIP,MKLN1,HMGN4,LYRM1,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,R3HCC1L,C1orf112,TCF3,MRI1,BRAP,AGPAT3,MYNN,SDF2L1,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,PIP5K1C,RBM17,MAT2B,PTEN,CENPJ,TAGLN2,OSTC,CREB1,PACS2,NCOA2,SMC4,RNASEH2C,NEK7,NET1,PARP4,TBRG4,ANAPC2,RPL27A,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,ST13,TMEM184B,DNAJC24,ZNF107,KIF2C,SLC29A1,AGFG1,SIRT2,FKBP2,USP48,UBQLN2,SNRPD3,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,JOSD1,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,BANF1,ZNF335,BUD31,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,PSMA1,SEPT7,NAP1L1,ODF2,EXOC4,KIAA1328,NUP62,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKRD28,ANKLE1,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,DAP3,TMEM41A,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL pancreas-carcinoid-endocrine_tumour-gastrinoma pancreas-carcinoid-endocrine_tumour-gastrinoma 3.06336635975708e-07 -14.9985812221122 10 9 0.00347893312717433 2587 17385 2778,1031,4893,5728,3845,4221,4089,3265,1029 GNAS,CDKN2C,NRAS,PTEN,KRAS,MEN1,SMAD4,HRAS,CDKN2A pancreas pancreas 5.885503805787e-07 -14.3456033054503 16982 2559 0.989176652493235 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,ZNF720,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,ERV3-1,PDXP,SMC3,C4orf3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,FAM72D,RHOG,EXOC3,STARD7,C5orf30,VTI1A,INO80E,SLC35B2,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,RYBP,VPS13B,PTPN18,MIOS,MBLAC2,SNRPB,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,MYO9A,BTBD10,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,MRPL50,TMEM69,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,MCM10,C19orf53,KLHL21,PDAP1,TMX3,CDCA8,GTF3A,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,WBP1L,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,NUP188,TXN,H2AFZ,PNISR,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,CISD2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,FAM72C,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,NPLOC4,CNOT3,WDR48,SPAG5,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,OSTF1,FBXL7,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,PRPF4B,ADAM23,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,SLC25A36,JAKMIP1,CCNK,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,FAM83G,IPO4,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,C12orf75,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,SERF1B,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,SARNP,IVNS1ABP,RMI2,MON1B,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,HNRNPM,LYPLA2,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,SP3,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RAD23A,ABRACL,PDK2,ATP6V0B,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,CLPTM1,SLC39A9,RPL29,RPL35,BTG2,DNAJC9,FRAT2,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,MAFK,PSMD3,NDUFA11,CEP55,ZNF436,DNAJC17,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,SMAP1,GOLIM4,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,TMA7,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,NDUFAF6,FKBP1A,SLC31A1,SNX18,ATIC,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,FTL,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,SUZ12,CAST,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,MAPRE2,RFC3,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,GOLGA8A,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,TSR2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,VPS29,BYSL,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,ALKBH5,MOGS,UBE2Z,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,IMPAD1,ZNHIT6,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,C22orf46,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,SCYL3,TMEM14C,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ANKRD39,ZNF275,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,MGAT5,RHBDD2,BAK1,ZNF559,RHOBTB3,GABPA,NUTF2,WBP1,GINS4,ARF4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,PDCD4,SMNDC1,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,CD59,TFAP4,RNFT1,RIMS3,MEGF8,EFTUD2,FBXO7,MRPL21,CPSF4,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,PTTG1,ANK3,TPX2,TBC1D13,DAZAP2,STMN1,GLRX3,C19orf48,CBWD5,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,SZRD1,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,CRNKL1,E2F3,CIRBP,RPL38,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,DMWD,SNRPG,CENPBD1,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,PMVK,IFT27,RRP36,NEIL2,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,ITGB8,CBWD2,COQ4,ARF5,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,GPS2,DBI,MRFAP1L1,SSNA1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,CELSR2,SEPT9,RBX1,APH1A,RAD51AP1,CKAP2L,PSMG1,UBE2V1,IL12RB1,EAF2,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,FAM53C,DNAJB2,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,RAB6A,DNAJB1,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,IRF5,NMT2,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,FAM122A,SIL1,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,OIP5,NRF1,WDR44,PIN1,PPME1,EFCAB11,RPAP1,CABLES2,TOP1MT,LMAN1,AHCYL1,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,KIAA0040,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,NADSYN1,UNK,CMAS,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,CSRP1,HMGN5,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,USP20,TMEM219,RBPJ,MAX,PDCD6IP,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1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,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,ST13,TMEM184B,DNAJC24,ZNF107,SLC29A1,KIF2C,AGFG1,SIRT2,FKBP2,USP48,UBQLN2,SNRPD3,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,JOSD1,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,BANF1,ZNF335,BUD31,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,PSMA1,SEPT7,NAP1L1,NSMF,ODF2,EXOC4,KIAA1328,NUP62,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKRD28,ANKLE1,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,TMEM41A,DAP3,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL adrenal_gland-adrenal_gland-pheochromocytoma adrenal_gland-adrenal_gland-pheochromocytoma 5.92608398438501e-07 -14.3387320297196 15 11 0.00425202937765752 2587 17385 2778,1031,4149,4893,4763,7428,3845,4221,6389,3265,1029 GNAS,CDKN2C,MAX,NRAS,NF1,VHL,KRAS,MEN1,SDHA,HRAS,CDKN2A gastrinoma gastrinoma 1.46021358932445e-06 -13.4369278388861 11 9 0.00347893312717433 2587 17385 2778,1031,4893,5728,3845,4221,4089,3265,1029 GNAS,CDKN2C,NRAS,PTEN,KRAS,MEN1,SMAD4,HRAS,CDKN2A pancreas-carcinoid-endocrine_tumour-non_functioning pancreas-carcinoid-endocrine_tumour-non_functioning 1.46021358932445e-06 -13.4369278388861 11 9 0.00347893312717433 2587 17385 1031,5925,4893,5728,7428,3845,4221,4089,1029 CDKN2C,RB1,NRAS,PTEN,VHL,KRAS,MEN1,SMAD4,CDKN2A rectum rectum 1.82594733642227e-06 -13.2134116171591 16329 2480 0.95863935059915 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,ERV3-1,PDXP,SMC3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,EXOC3,RHOG,STARD7,C5orf30,VTI1A,SLC35B2,INO80E,RCOR3,LCLAT1,CPNE3,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,PTPN18,MIOS,MBLAC2,SNRPB,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,MYO9A,BTBD10,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,PPIE,CHMP2B,VDAC1,EIF3H,GLOD4,IDE,DHX16,UHRF2,CHMP4B,XRCC3,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,TMX3,CDCA8,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,NUP188,H2AFZ,PNISR,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ZNF428,RAB4A,TRA2B,SUCLG2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,SUPT7L,TMEM165,NPLOC4,CNOT3,WDR48,SPAG5,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,OSTF1,MRPL40,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CD320,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,PRPF4B,ADAM23,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,C12orf75,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,RMI2,MON1B,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,COX15,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,SP3,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,PDK2,ATP6V0B,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,FAM133B,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,CAST,SUZ12,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,BYSL,VPS29,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,CXXC4,UBTF,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ANKRD39,RPL23A,CDKN2C,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,PDCD4,SMNDC1,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,CD59,RNFT1,RIMS3,MEGF8,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,MRPL3,ALS2,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,STMN1,GLRX3,C19orf48,REPS1,CBWD5,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,RPRD1B,SZRD1,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,ZFP91,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,TTPAL,UTP20,MAGT1,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,TET3,FANCL,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,ZBED5,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,NMT2,IRF5,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,OIP5,NRF1,WDR44,PPME1,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,KIAA0040,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,SLC26A2,SRP72,KLF10,LACTB,CBFB,RFC2,RAB2B,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,VAV2,PRKAA1,C16orf87,GSPT2,TATDN3,DLGAP4,PXMP2,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,SEC31A,CAT,DERL1,HSPBP1,MTHFD2,CEBPG,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,DECR1,RALB,SIAH1,ADCY9,LPIN2,SOCS6,MRPS27,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,OAF,VDAC2,EDF1,ERC1,EML4,AMZ2,ANKZF1,ZNF282,RAD51C,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,RWDD4,FTSJ1,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,SLC41A1,B4GALT5,MANBA,TKT,FAM76A,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FUT8,FJX1,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,NDUFS5,WDR91,HIGD2A,ZBED3,RORB,POLA2,ZNF76,COPA,HMGXB3,PHRF1,ABCB10,COMMD5,MAP1LC3B,DST,SIVA1,RAB35,GPATCH1,TCEA1,DRAM2,DEAF1,TRAPPC13,SNRNP200,NCK1,LAP3,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,CAB39,ACBD4,STK11,CLU,CHEK2,ZSWIM3,TSTD2,MRPL13,CHPT1,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,NACA,UBXN1,EPN1,PCSK7,RPL15,THRAP3,TTF1,QSOX2,PRPF18,NUP205,CHKA,DTL,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,APOL2,N4BP2L2,SNX27,CHMP2A,CORO7,FEZ2,PMS2,UCK2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,PON2,STAT6,HPS5,MAPK1,BRD9,TMEM33,NAT14,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,MYO9B,GFM2,SPPL2A,FASTKD3,FGFR3,PPIG,ZDHHC13,TMEM99,H2AFY,ATG13,NDUFS8,ERI3,FBL,SLC35A1,FRMD8,MICAL3,TGFB1,B3GALT6,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,CDK11A,MTMR3,ACAT1,CENPT,PLOD3,RAB3IL1,ZSWIM6,RAB14,ADD1,MRPS15,KDM4A,XIAP,DHX8,GLUD1,ANKRD23,PABPC4,CALM2,CDK5,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,MLST8,PLK3,ZNF672,MRPL43,HSDL1,TOPORS,MCL1,SMC2,PPFIA3,ICMT,STOML2,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,ATP6V0C,ST3GAL2,FBXL3,TFDP2,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,NAGPA,TIMM8B,ETV3,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,DUSP3,SLAIN1,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,ANKIB1,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,NUP107,ANKRD13C,MAVS,CEP63,TMEM136,RBM15,ATF2,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,NDUFA7,DNAJA1,TAZ,TAF2,SEC61A1,WDR7,RPLP1,CBLN2,RBMS1,FUS,GEN1,LRP8,COIL,LRCH1,GALK1,ZNF786,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,AKT1S1,KRI1,FBXO3,ERH,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF862,ZNF180,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,SEC16A,SSR1,LIN9,PCNA,ZNF639,PIK3R2,ETV6,TXLNA,PPCDC,FAM86C1,MYBL1,MRPL32,CCAR1,ABCC5,PBXIP1,BAZ2A,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SOCS4,QRSL1,PIEZO1,GLCCI1,NUDT11,NAA60,GEMIN7,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,MED8,VMP1,PPIL2,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,ABCC1,PREB,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,LY6E,ARPC1A,ZNF174,PSMC4,GOLGA4,SYNCRIP,PALB2,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,SUMO2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,MINPP1,METTL9,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,ZNF700,SCAP,PLEKHG4B,TIMM17A,FAU,LTA4H,AP2S1,USP53,INTS2,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,AP3S1,CSNK1A1,RMI1,TFRC,PTPN2,IRF4,GSTK1,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,KPNA4,FBXO41,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,NHLRC3,IKBIP,EIF1B,ELMOD2,KIFC1,DBNDD1,CYB5RL,PARPBP,RNASEK,CDC25B,PRADC1,DNMT1,NOL12,ORAI2,USO1,AKT2,NOL8,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,EIF2D,ITGB1,PTPN7,UQCRH,RRS1,ARRB2,RTN3,ZNF598,SVIP,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,NDUFA4,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,GNAI2,ANKHD1,MORC3,TERF2,KCTD20,SEPT8,DCTD,PKM,TOMM40,PATL1,ADSS,SERTAD2,SERF2,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,YY1,PPP6R2,MAP3K5,PPP6R3,RNF14,CDK2,ZC3HAV1,SYS1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PAIP2,PHC2,CRKL,MOAP1,TERF2IP,CYHR1,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CCT2,CDKN2AIP,MKLN1,HMGN4,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,C1orf112,MRI1,TCF3,BRAP,AGPAT3,MYNN,SDF2L1,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,PIP5K1C,RBM17,MAT2B,PTEN,CENPJ,TAGLN2,OSTC,CREB1,PACS2,NCOA2,SMC4,RNASEH2C,NEK7,NET1,PARP4,TBRG4,ANAPC2,RPL27A,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,ST13,TMEM184B,DNAJC24,ZNF107,SLC29A1,KIF2C,AGFG1,SIRT2,FKBP2,USP48,UBQLN2,SNRPD3,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,JOSD1,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,BANF1,BUD31,ZNF335,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,PSMA1,SEPT7,NAP1L1,NSMF,ODF2,EXOC4,KIAA1328,NUP62,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKRD28,ANKLE1,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,AZI2,GFER,RAD54B,DAP3,TMEM41A,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL pancreas-carcinoid-endocrine_tumour-glucagonoma pancreas-carcinoid-endocrine_tumour-glucagonoma 1.86109522956995e-06 -13.1943454104312 9 8 0.00309238500193274 2587 17385 2778,1031,4893,5728,3845,4221,4089,3265 GNAS,CDKN2C,NRAS,PTEN,KRAS,MEN1,SMAD4,HRAS glucagonoma glucagonoma 1.86109522956995e-06 -13.1943454104312 9 8 0.00309238500193274 2587 17385 2778,1031,4893,5728,3845,4221,4089,3265 GNAS,CDKN2C,NRAS,PTEN,KRAS,MEN1,SMAD4,HRAS large_intestine-rectum-carcinoma-adenocarcinoma large_intestine-rectum-carcinoma-adenocarcinoma 2.45045081069848e-06 -12.9192385459676 16326 2479 0.958252802473908 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,ERV3-1,PDXP,SMC3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,EXOC3,RHOG,STARD7,C5orf30,VTI1A,SLC35B2,INO80E,RCOR3,LCLAT1,CPNE3,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,PTPN18,MIOS,MBLAC2,SNRPB,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,MYO9A,BTBD10,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,PPIE,CHMP2B,VDAC1,EIF3H,GLOD4,IDE,DHX16,UHRF2,CHMP4B,XRCC3,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,TMX3,CDCA8,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,NUP188,H2AFZ,PNISR,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ZNF428,RAB4A,TRA2B,SUCLG2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,SUPT7L,TMEM165,NPLOC4,CNOT3,WDR48,SPAG5,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,OSTF1,MRPL40,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CD320,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,PRPF4B,ADAM23,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,C12orf75,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,RMI2,MON1B,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,COX15,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,SP3,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,PDK2,ATP6V0B,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,FAM133B,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,CAST,SUZ12,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,BYSL,VPS29,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,CXXC4,UBTF,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ANKRD39,RPL23A,CDKN2C,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,PDCD4,SMNDC1,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,CD59,RNFT1,RIMS3,MEGF8,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,MRPL3,ALS2,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,STMN1,GLRX3,C19orf48,REPS1,CBWD5,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,RPRD1B,SZRD1,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,ZFP91,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,TTPAL,UTP20,MAGT1,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,TET3,FANCL,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,ZBED5,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,NMT2,IRF5,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,OIP5,NRF1,WDR44,PPME1,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,KIAA0040,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,SLC26A2,SRP72,KLF10,LACTB,CBFB,RFC2,RAB2B,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,VAV2,PRKAA1,C16orf87,GSPT2,TATDN3,DLGAP4,PXMP2,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,SEC31A,CAT,DERL1,HSPBP1,MTHFD2,CEBPG,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,DECR1,RALB,SIAH1,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,OAF,VDAC2,EDF1,ERC1,EML4,AMZ2,ANKZF1,ZNF282,RAD51C,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,RWDD4,FTSJ1,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,SLC41A1,B4GALT5,MANBA,TKT,FAM76A,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FUT8,FJX1,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,NDUFS5,WDR91,HIGD2A,ZBED3,RORB,POLA2,ZNF76,COPA,HMGXB3,PHRF1,ABCB10,COMMD5,MAP1LC3B,DST,SIVA1,RAB35,GPATCH1,TCEA1,DRAM2,DEAF1,TRAPPC13,SNRNP200,NCK1,LAP3,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,CAB39,ACBD4,STK11,CLU,CHEK2,ZSWIM3,TSTD2,MRPL13,CHPT1,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,NACA,UBXN1,EPN1,PCSK7,RPL15,THRAP3,TTF1,QSOX2,PRPF18,NUP205,CHKA,DTL,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,APOL2,N4BP2L2,SNX27,CHMP2A,CORO7,FEZ2,PMS2,UCK2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,PON2,STAT6,HPS5,MAPK1,BRD9,TMEM33,NAT14,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,MYO9B,GFM2,SPPL2A,FASTKD3,FGFR3,PPIG,ZDHHC13,TMEM99,H2AFY,ATG13,NDUFS8,ERI3,FBL,SLC35A1,FRMD8,MICAL3,TGFB1,B3GALT6,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,CDK11A,MTMR3,ACAT1,CENPT,PLOD3,RAB3IL1,ZSWIM6,RAB14,ADD1,MRPS15,KDM4A,XIAP,DHX8,GLUD1,ANKRD23,PABPC4,CALM2,CDK5,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,MLST8,PLK3,ZNF672,MRPL43,HSDL1,TOPORS,MCL1,SMC2,PPFIA3,ICMT,STOML2,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,ATP6V0C,ST3GAL2,FBXL3,TFDP2,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,NAGPA,TIMM8B,ETV3,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,DUSP3,SLAIN1,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,ANKIB1,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,NUP107,ANKRD13C,MAVS,CEP63,TMEM136,RBM15,ATF2,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,NDUFA7,DNAJA1,TAZ,TAF2,SEC61A1,WDR7,RPLP1,CBLN2,RBMS1,FUS,GEN1,LRP8,COIL,LRCH1,GALK1,ZNF786,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,AKT1S1,KRI1,FBXO3,ERH,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF862,ZNF180,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,SEC16A,SSR1,LIN9,PCNA,ZNF639,PIK3R2,ETV6,TXLNA,PPCDC,FAM86C1,MYBL1,MRPL32,CCAR1,ABCC5,PBXIP1,BAZ2A,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SOCS4,QRSL1,PIEZO1,GLCCI1,NUDT11,NAA60,GEMIN7,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,MED8,VMP1,PPIL2,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,ABCC1,PREB,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,LY6E,ARPC1A,ZNF174,PSMC4,GOLGA4,SYNCRIP,PALB2,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,SUMO2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,MINPP1,METTL9,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,ZNF700,SCAP,PLEKHG4B,TIMM17A,FAU,LTA4H,AP2S1,USP53,INTS2,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,AP3S1,CSNK1A1,RMI1,TFRC,PTPN2,IRF4,GSTK1,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,KPNA4,FBXO41,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,NHLRC3,IKBIP,EIF1B,ELMOD2,KIFC1,DBNDD1,CYB5RL,PARPBP,RNASEK,CDC25B,PRADC1,DNMT1,NOL12,ORAI2,USO1,AKT2,NOL8,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,EIF2D,ITGB1,PTPN7,UQCRH,RRS1,ARRB2,RTN3,ZNF598,SVIP,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,NDUFA4,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,GNAI2,ANKHD1,MORC3,TERF2,KCTD20,SEPT8,DCTD,PKM,TOMM40,PATL1,ADSS,SERTAD2,SERF2,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,YY1,PPP6R2,MAP3K5,PPP6R3,RNF14,CDK2,ZC3HAV1,SYS1,ZBTB37,URB2,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PAIP2,PHC2,CRKL,MOAP1,TERF2IP,CYHR1,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CCT2,CDKN2AIP,MKLN1,HMGN4,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,C1orf112,TCF3,MRI1,BRAP,AGPAT3,MYNN,SDF2L1,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,PIP5K1C,RBM17,MAT2B,PTEN,CENPJ,TAGLN2,OSTC,CREB1,PACS2,NCOA2,SMC4,RNASEH2C,NEK7,NET1,PARP4,TBRG4,ANAPC2,RPL27A,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,ST13,TMEM184B,DNAJC24,ZNF107,SLC29A1,KIF2C,AGFG1,SIRT2,FKBP2,USP48,UBQLN2,SNRPD3,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,JOSD1,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,BANF1,BUD31,ZNF335,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,PSMA1,SEPT7,NAP1L1,NSMF,ODF2,EXOC4,KIAA1328,NUP62,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKRD28,ANKLE1,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,AZI2,GFER,RAD54B,DAP3,TMEM41A,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL breast-carcinoma-ER-PR-positive_carcinoma breast-carcinoma-ER-PR-positive_carcinoma 2.56199130137917e-06 -12.8747257497417 1914 354 0.136838036335524 2587 17385 11116,65986,4149,7249,331,1659,10713,51110,50804,26263,29904,1031,5707,25926,9972,994,10342,25976,1786,29843,9736,578,284001,2067,4893,208,55035,23326,9212,899,865,91107,7454,4087,56852,8312,3688,55526,7188,409,90850,3066,23586,2130,389,5562,7410,7204,22839,51715,10237,4853,10081,83464,5663,79577,6242,9731,51320,223082,471,51564,4436,23194,51631,9655,9948,54505,4242,9100,6016,8289,154,2002,5605,388,355,7520,2114,27316,5859,51614,9063,81610,84669,80124,54820,4217,1017,91768,1029,90933,162979,21,4287,1788,10625,5894,23512,5879,598,5566,3895,54467,85021,1399,890,26233,6464,22992,7586,5899,2926,51377,54877,9306,1027,7267,10535,64783,1386,51755,8036,23476,2077,9448,26610,9088,4209,23085,10155,56981,5515,5889,5525,3716,6772,2521,8703,2139,10721,121268,8899,8975,55593,80829,4126,6929,8315,55102,641,50615,2113,2309,51439,10459,3105,252969,11060,55159,824,11235,5728,24147,8313,5781,26046,124565,89910,1385,54620,10499,2956,6709,64236,5170,7128,2648,55227,7784,1316,2011,8301,8772,9817,2874,8030,81029,5597,5371,10128,6992,23179,84875,7533,1642,4763,60313,81559,7841,1457,9294,84196,1432,9919,329,200424,55120,9231,27,5906,998,221294,54928,221895,5296,2120,7516,9929,6917,4603,4968,11140,5347,1952,10801,4690,51107,7428,987,990,4041,672,55193,58508,27005,6009,4122,23219,122809,8754,6794,1855,11200,10980,23272,8650,163050,64761,1063,8649,9159,4205,9967,55252,51379,7270,51735,57492,23165,5925,7507,10999,596,9794,9690,54764,23152,3845,55832,2778,6390,7248,51562,5108,79728,7534,23636,6938,7874,5564,1540,84231,196528,5395,6597,1105,2132,8078,7409,4193,54989,10006,1856,5450,330,65010,53615,2178,8667,57602,90592,6778,11329,115426,8648,3020,8237,57154,5594,19,54532,4089,57508,55907,9320,839,257218,26511,1452,8323,26271,8916,84705,2261,3662,56259,26039,55761,6774,83786,7040,51105,6868,3150,387,259266,23365,84759,4221,7942,5595,782,7726,51382,150726,332,9844,55247,7030,23220,10868,3516,3265 FGFR1OP,ZBTB10,MAX,TSC2,XIAP,DHX8,USP39,LACTB2,MYEF2,FBXO22,EEF2K,CDKN2C,PSMD1,NOL11,NUP153,CDC25B,TFG,TIPARP,DNMT1,SENP1,USP34,BAK1,CCDC57,ERCC1,NRAS,AKT2,NOL8,USP22,AURKB,CCNF,CBFB,TRIM47,WAS,SMAD2,RAD18,AXIN1,ITGB1,DHTKD1,TRAF5,ARRB2,ZNF598,HDAC2,DDX58,EWSR1,RHOC,PRKAA1,VAV2,TRIO,DLGAP4,RAB23,SLC35B1,NOTCH2,PDCD7,APH1B,PSEN1,CDC73,RTKN,CEP104,MEX3C,ZNRF2,ATIC,HDAC7,MSH2,FBXL7,LUC7L2,SOCS5,WDR1,DHX29,MFNG,USP10,RIT1,ARID1A,ADRB2,ELK1,MAP2K2,RHOB,FAS,XRCC5,ETS2,RBMX,QARS,ERGIC3,PIAS2,FAM83D,USP32,VCPIP1,NDE1,MAP3K5,CDK2,CABLES1,CDKN2A,TRIM41,ZNF296,ABCA3,ATXN3,DNMT3A,IVNS1ABP,RAF1,SUZ12,RAC1,BCL2L1,PRKACA,KTN1,ANKIB1,REPS1,CRKL,CCNA2,FBXL6,SHC1,KDM2A,ZKSCAN1,RALB,GRSF1,UCHL5,ZCCHC2,SOCS6,CDKN1B,TTC3,RNASEH2A,RBM15,ATF2,CDK12,SHOC2,BRD4,ERF,MAP4K4,ELP4,PKMYT1,MEF2D,ERC1,TRIM28,PRDM11,PPP2CA,RAD51C,PPP2R5A,JAK1,STAT1,FUS,B4GALT3,EYA2,POLQ,RHEBL1,PRPF4B,USP13,OTUD5,ZFP91,MANBA,TCF3,BRAP,ATG2B,BLM,IL21R,ETS1,FOXO3,FAM8A1,MAD2L2,HLA-A,NEIL2,WWP2,RFWD3,CAPN2,PDCD10,PTEN,FJX1,AXIN2,PTPN11,LTN1,SLC38A10,UBE3B,CREB1,FBXL19,NCOA2,MSH6,SPTAN1,PDLIM2,PDPK1,TNFAIP3,KAT2A,LRRC1,ZP3,KLF6,MARK2,PICALM,FADD,KEAP1,GPS2,CCDC6,WNT5B,MAPK6,PML,LRPPRC,PPP1R11,RGL1,PARP10,YWHAH,DDB1,NF1,GPBP1L1,TRIM11,MOGS,CSNK2A1,S1PR2,USP48,MAPK14,SEC16A,BIRC2,TET3,FANCL,DLG5,ABL2,RAP1A,CDC42,NT5DC1,IMPAD1,JAZF1,PIK3R2,ETV6,XRCC2,JOSD1,TCEA1,MYBL1,OGG1,CDC37,PLK1,CELSR2,SEPT9,NCK1,APH1A,VHL,LRBA,CDC6,LRP5,BRCA1,PBRM1,KMT2C,USP21,RHEB,MAN2A2,FBXO28,SOCS4,ADAM9,STK11,DVL1,CHEK2,COPS6,FAM208A,NUMB,ZNF564,PARP12,CENPF,LAMTOR3,PCSK7,MEF2A,THRAP3,ASXL2,CRLF3,TTF1,RAPGEF6,ARID1B,NUP205,RB1,XPA,SLC27A4,BCL2,MAML1,UBE3C,ZRANB1,CIC,KRAS,CAND1,GNAS,SDHB,TSC1,MBIP,PCM1,PALB2,YWHAZ,NUP62,TCF12,USP7,PRKAB1,CYLD,TRAF7,ARID2,PMS2,SMARCA4,CHD1,EXT2,USP5,VAV1,MDM2,ZNF770,ABI1,DVL2,POU2AF1,BIRC3,SLC26A6,MBD3,FANCE,EIF3H,USP36,ZNF700,STAT6,STK38,UHRF2,NCOA1,H3F3A,USP11,SMURF1,MAPK1,ABCA1,USP53,SMAD4,INTS2,CMAS,TRIP12,CASP6,SHPRH,CHIC2,CSNK1A1,FZD6,FBXO5,HERC3,GTPBP3,FGFR3,IRF4,CTNNBL1,SS18L1,TTC17,STAT3,FRMD8,TGFB1,PHF20L1,ADAM17,HMGN1,RHOA,ASPM,ARHGEF12,PCGF1,MEN1,TFEB,MAPK3,CACNB1,TRIM26,ATP6V1D,FBXO41,BIRC5,ELMO1,NEIL3,TFE3,DTX4,USP20,RBPJ,HRAS ER-PR-positive_carcinoma ER-PR-positive_carcinoma 2.56199130137917e-06 -12.8747257497417 1914 354 0.136838036335524 2587 17385 11116,65986,4149,7249,331,1659,10713,51110,50804,26263,29904,1031,5707,25926,9972,994,10342,25976,1786,29843,9736,578,284001,2067,4893,208,55035,23326,9212,899,865,91107,7454,4087,56852,8312,3688,55526,7188,409,90850,3066,23586,2130,389,5562,7410,7204,22839,51715,10237,4853,10081,83464,5663,79577,6242,9731,51320,223082,471,51564,4436,23194,51631,9655,9948,54505,4242,9100,6016,8289,154,2002,5605,388,355,7520,2114,27316,5859,51614,9063,81610,84669,80124,54820,4217,1017,91768,1029,90933,162979,21,4287,1788,10625,5894,23512,5879,598,5566,3895,54467,85021,1399,890,26233,6464,22992,7586,5899,2926,51377,54877,9306,1027,7267,10535,64783,1386,51755,8036,23476,2077,9448,26610,9088,4209,23085,10155,56981,5515,5889,5525,3716,6772,2521,8703,2139,10721,121268,8899,8975,55593,80829,4126,6929,8315,55102,641,50615,2113,2309,51439,10459,3105,252969,11060,55159,824,11235,5728,24147,8313,5781,26046,124565,89910,1385,54620,10499,2956,6709,64236,5170,7128,2648,55227,7784,1316,2011,8301,8772,9817,2874,8030,81029,5597,5371,10128,6992,23179,84875,7533,1642,4763,60313,81559,7841,1457,9294,84196,1432,9919,329,200424,55120,9231,27,5906,998,221294,54928,221895,5296,2120,7516,9929,6917,4603,4968,11140,5347,1952,10801,4690,51107,7428,987,990,4041,672,55193,58508,27005,6009,4122,23219,122809,8754,6794,1855,11200,10980,23272,8650,163050,64761,1063,8649,9159,4205,9967,55252,51379,7270,51735,57492,23165,5925,7507,10999,596,9794,9690,54764,23152,3845,55832,2778,6390,7248,51562,5108,79728,7534,23636,6938,7874,5564,1540,84231,196528,5395,6597,1105,2132,8078,7409,4193,54989,10006,1856,5450,330,65010,53615,2178,8667,57602,90592,6778,11329,115426,8648,3020,8237,57154,5594,19,54532,4089,57508,55907,9320,839,257218,26511,1452,8323,26271,8916,84705,2261,3662,56259,26039,55761,6774,83786,7040,51105,6868,3150,387,259266,23365,84759,4221,7942,5595,782,7726,51382,150726,332,9844,55247,7030,23220,10868,3516,3265 FGFR1OP,ZBTB10,MAX,TSC2,XIAP,DHX8,USP39,LACTB2,MYEF2,FBXO22,EEF2K,CDKN2C,PSMD1,NOL11,NUP153,CDC25B,TFG,TIPARP,DNMT1,SENP1,USP34,BAK1,CCDC57,ERCC1,NRAS,AKT2,NOL8,USP22,AURKB,CCNF,CBFB,TRIM47,WAS,SMAD2,RAD18,AXIN1,ITGB1,DHTKD1,TRAF5,ARRB2,ZNF598,HDAC2,DDX58,EWSR1,RHOC,PRKAA1,VAV2,TRIO,DLGAP4,RAB23,SLC35B1,NOTCH2,PDCD7,APH1B,PSEN1,CDC73,RTKN,CEP104,MEX3C,ZNRF2,ATIC,HDAC7,MSH2,FBXL7,LUC7L2,SOCS5,WDR1,DHX29,MFNG,USP10,RIT1,ARID1A,ADRB2,ELK1,MAP2K2,RHOB,FAS,XRCC5,ETS2,RBMX,QARS,ERGIC3,PIAS2,FAM83D,USP32,VCPIP1,NDE1,MAP3K5,CDK2,CABLES1,CDKN2A,TRIM41,ZNF296,ABCA3,ATXN3,DNMT3A,IVNS1ABP,RAF1,SUZ12,RAC1,BCL2L1,PRKACA,KTN1,ANKIB1,REPS1,CRKL,CCNA2,FBXL6,SHC1,KDM2A,ZKSCAN1,RALB,GRSF1,UCHL5,ZCCHC2,SOCS6,CDKN1B,TTC3,RNASEH2A,RBM15,ATF2,CDK12,SHOC2,BRD4,ERF,MAP4K4,ELP4,PKMYT1,MEF2D,ERC1,TRIM28,PRDM11,PPP2CA,RAD51C,PPP2R5A,JAK1,STAT1,FUS,B4GALT3,EYA2,POLQ,RHEBL1,PRPF4B,USP13,OTUD5,ZFP91,MANBA,TCF3,BRAP,ATG2B,BLM,IL21R,ETS1,FOXO3,FAM8A1,MAD2L2,HLA-A,NEIL2,WWP2,RFWD3,CAPN2,PDCD10,PTEN,FJX1,AXIN2,PTPN11,LTN1,SLC38A10,UBE3B,CREB1,FBXL19,NCOA2,MSH6,SPTAN1,PDLIM2,PDPK1,TNFAIP3,KAT2A,LRRC1,ZP3,KLF6,MARK2,PICALM,FADD,KEAP1,GPS2,CCDC6,WNT5B,MAPK6,PML,LRPPRC,PPP1R11,RGL1,PARP10,YWHAH,DDB1,NF1,GPBP1L1,TRIM11,MOGS,CSNK2A1,S1PR2,USP48,MAPK14,SEC16A,BIRC2,TET3,FANCL,DLG5,ABL2,RAP1A,CDC42,NT5DC1,IMPAD1,JAZF1,PIK3R2,ETV6,XRCC2,JOSD1,TCEA1,MYBL1,OGG1,CDC37,PLK1,CELSR2,SEPT9,NCK1,APH1A,VHL,LRBA,CDC6,LRP5,BRCA1,PBRM1,KMT2C,USP21,RHEB,MAN2A2,FBXO28,SOCS4,ADAM9,STK11,DVL1,CHEK2,COPS6,FAM208A,NUMB,ZNF564,PARP12,CENPF,LAMTOR3,PCSK7,MEF2A,THRAP3,ASXL2,CRLF3,TTF1,RAPGEF6,ARID1B,NUP205,RB1,XPA,SLC27A4,BCL2,MAML1,UBE3C,ZRANB1,CIC,KRAS,CAND1,GNAS,SDHB,TSC1,MBIP,PCM1,PALB2,YWHAZ,NUP62,TCF12,USP7,PRKAB1,CYLD,TRAF7,ARID2,PMS2,SMARCA4,CHD1,EXT2,USP5,VAV1,MDM2,ZNF770,ABI1,DVL2,POU2AF1,BIRC3,SLC26A6,MBD3,FANCE,EIF3H,USP36,ZNF700,STAT6,STK38,UHRF2,NCOA1,H3F3A,USP11,SMURF1,MAPK1,ABCA1,USP53,SMAD4,INTS2,CMAS,TRIP12,CASP6,SHPRH,CHIC2,CSNK1A1,FZD6,FBXO5,HERC3,GTPBP3,FGFR3,IRF4,CTNNBL1,SS18L1,TTC17,STAT3,FRMD8,TGFB1,PHF20L1,ADAM17,HMGN1,RHOA,ASPM,ARHGEF12,PCGF1,MEN1,TFEB,MAPK3,CACNB1,TRIM26,ATP6V1D,FBXO41,BIRC5,ELMO1,NEIL3,TFE3,DTX4,USP20,RBPJ,HRAS fibrous_tissue_and_uncertain_origin fibrous_tissue_and_uncertain_origin 4.11504676844655e-06 -12.4008603585422 283 71 0.0274449168921531 2587 17385 84079,4839,7249,4763,23451,5879,9667,64769,7844,1031,221895,2120,389677,10342,5926,1639,10057,22875,8910,4893,79956,4690,7428,4967,27436,90957,1665,54431,22937,8312,28996,60,6794,2521,1201,3020,7188,4089,2130,9320,9777,29924,3799,5925,2261,3696,5728,471,5781,4436,8914,26039,10898,2091,6774,3845,26003,3784,4221,219988,5605,1613,2778,22872,2058,7248,6448,23264,5223,3265,1029 ANKRD27,NOP2,TSC2,NF1,SF3B1,RAC1,SAFB2,MEAF6,RNF103,CDKN2C,JAZF1,ETV6,RBM12B,TFG,ARID4A,DCTN1,ABCC5,ENPP4,SGCE,NRAS,ERMP1,NCK1,VHL,OGDH,EML4,DHX57,DHX15,DNAJC10,SCAP,AXIN1,HIPK2,ACTB,STK11,FUS,CLN3,H3F3A,TRAF5,SMAD4,EWSR1,TRIP12,TM9SF4,EPN1,KIF5B,RB1,FGFR3,ITGB8,PTEN,ATIC,PTPN11,MSH2,TIMELESS,SS18L1,CPSF4,FBL,STAT3,KRAS,GORASP2,KCNQ1,MEN1,PATL1,MAP2K2,DAPK3,GNAS,SEC31A,EPRS,TSC1,SGSH,ZC3H7B,PGAM1,HRAS,CDKN2A kidney-other-neoplasm kidney-other-neoplasm 6.47531858176042e-06 -11.9475127497728 10949 1728 0.667955160417472 2587 17385 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HECA,ZBTB10,HEXB,LACTB2,CCNL2,ANKRD39,ZNF275,FBXO22,CDKN2C,NAPG,THAP4,RAD23B,ATP13A3,MECR,AP1M1,DNM2,UPRT,LRRC59,TIPARP,MGAT5,FTSJ3,USP34,BAK1,CCDC57,RHOBTB3,EHMT1,KIF15,WDHD1,MIER2,NUTF2,DIDO1,WBP1,RAB22A,ARF4,KRIT1,AHNAK,SMAD2,RAD18,PDRG1,MPV17,COX5A,RNASEL,SMAD1,ANXA11,PDCD4,SLC25A33,ZNF720,NXT2,HIVEP3,CLSPN,KIAA0100,SEC61G,GGA1,MUM1,TRIO,DHX9,RAB23,EIF2AK4,PDCD7,APH1B,PSMD9,PARN,CDC73,HAUS2,MYL6B,COPB2,TMEM179B,TFAP4,CD59,SMC3,RIMS3,EFTUD2,FBXO7,MRPL21,MVP,NUP85,PABPC1,NSUN4,PPA1,LUC7L2,EIF3L,IFRD1,AGGF1,FOXK1,RBM42,TYW1,GTPBP4,SSR2,ITM2A,USP10,MRPL16,EIF4H,SFXN5,RDH11,FNTA,KPNA1,TXNDC16,PDLIM1,ETS2,TYW5,WIPI2,PDLIM5,ACSF2,MRPL3,ALS2,RHOG,EXOC3,TRIM41,NQO1,POC1A,PTTG1,ANK3,VTI1A,TPX2,TBC1D13,INO80E,RCOR3,LCLAT1,GLRX3,CPNE3,KIAA1147,ABHD16A,ZNF420,AHCTF1,TBC1D22A,SH3BP1,MTA1,TBC1D14,UBA5,NSFL1C,CLCN6,SEPT11,INTS12,GPD1L,ZC3H3,RPRD1B,PDCL3,SNX8,CPNE1,SEC61B,ERMP1,FAM118B,GOPC,IDH3A,CRNKL1,RPL38,E2F3,PFKFB3,MEF2D,TANC1,RAB1A,MAT2A,PPP2CA,VPS26B,CCDC14,NSMCE2,CORO1C,CAMKMT,RNF38,DMWD,SNRPG,PPP5C,PITRM1,TUBB,USP13,COMMD10,MZT1,ZFP91,HABP4,TRMT6,CCM2,FLOT1,BTN3A1,ATG2B,WDR5,PMVK,SLC25A43,NEIL2,SRXN1,GOLM1,RPA2,PSMD2,PDCD10,CLIC4,ITGB8,COQ4,CBWD2,ARF5,ARHGEF1,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,GTF2H2,STAU1,TCTEX1D2,DDX24,TACC1,MRS2,LDHA,LLPH,RAB3IP,TTC33,PICALM,UTP20,SH3BP5,SLC19A1,ACOX1,FAM3C,CD81,PARP10,YWHAH,TMEM131,WDR13,TRIM11,FAM129A,YTHDC2,SNX15,NENF,SND1,RUFY1,TRIM65,PAPOLA,ZER1,PRNP,CREM,KRR1,FANCL,TET3,RAB8A,NUP210,NT5DC1,INTS1,IL6ST,SLC44A1,NOC2L,EIF5,MTPN,ASB6,TACC3,VPS13B,RYBP,PTPN18,CELSR2,MIOS,RBX1,MBLAC2,PSMG1,CKAP2L,PBRM1,EAF2,ODC1,USP21,LSG1,ALG3,TRIM4,TRAM2,FBXO28,AGPAT2,CHD3,ZNF367,ADAM9,PRPF4,DVL1,CLN3,BEND6,FAM208A,NGLY1,POT1,NUMB,ZNF564,RMND5A,PARP12,HJURP,FAM53C,CENPF,NKD2,LAMTOR3,SDC2,KLC1,COX4I1,ADCK5,CDK13,NCKAP1,RSAD1,TNS3,C1GALT1,UBE2Q2,CCP110,KIF13B,MBD2,ZNF746,ARL6IP1,CTR9,AHCY,GLE1,LRSAM1,HDHD2,NIPSNAP1,NTPCR,ABHD2,DCAF8,NSDHL,ACSL3,AMD1,CAMSAP1,MAP4K3,METTL22,ICAM2,STYXL1,APPL1,RBM38,IRF5,NMT2,HAUS8,RXRB,SDHB,MBIP,PCM1,GALNT2,TMEM168,COX7A2L,NLRC5,SIL1,DTD1,BTBD10,MYO9A,CCNB2,UNC13C,USP7,SART1,GLT8D1,TRAF7,SUCLG1,ARID2,NDUFAF2,TMX4,TOR1AIP1,SLC2A1,ZFYVE21,TM9SF3,RRAGC,ATP6V1B2,LYN,VAV1,OIP5,MRPL50,NRF1,PSMA6,ZNF473,BRPF3,WDR44,PPME1,EFCAB11,RPAP1,TARDBP,BCAP29,CABLES2,TOP1MT,AHCYL1,LMAN1,STRAP,CTDSP2,ZNF583,SPSB3,PRPF19,SNX25,PPIF,KDM3B,MND1,CLCN3,POLR2G,ZNF780B,RAB7A,ANKRD33B,PPIE,NUP155,DCLRE1C,CHMP2B,VDAC1,MRPS14,EIF3H,RHBDF2,TMEM201,GLOD4,SUGP1,IDE,RBL1,STK38,UBXN2B,FASTK,UHRF2,AP1S1,CHMP4B,XRCC3,SMAD4,PARD3,SLC30A9,NADSYN1,CMAS,KLHL21,PDAP1,CDCA8,TMX3,GTF3A,NCAPG,SCYL2,TUBGCP2,FZD6,HERC3,HOMER1,CTSS,WBP1L,POLR1B,ORC3,RNLS,YTHDC1,PPAN,RPRD1A,CSRP1,BTAF1,TUFM,TOP3A,ARHGEF12,RANGAP1,PNPLA8,ZFR,DDX23,RAB18,ATP6V1D,SEC23IP,L3MBTL3,NEIL3,CTBS,BBX,IMPDH1,TMEM219,TAF12,NR2F2,HIPK3,IFI16,NUP188,TXN,MAX,PDCD6IP,LUZP1,GXYLT1,PRKCSH,ADAM10,TSC22D3,AP3M2,CUL1,USP39,NANS,GYG1,OAT,MYEF2,SLC25A37,ANKRD26,NOL11,FIZ1,RAB4A,TRA2B,CISD2,SLC26A2,ZNF800,CDC5L,SRP72,OSBP2,KLF10,NSUN2,USP22,RFC2,EIF3A,PRIM1,ZMYM3,IWS1,ANKRD10,HHEX,RPS14,TPP2,LUC7L3,MAP4,BTF3,PTPDC1,ZMAT3,NMD3,PTOV1,RECQL,C9orf78,EWSR1,SCOC,POLR2K,C16orf87,PRKAA1,ANKH,RRM1,DLGAP4,ACAP1,TATDN3,B4GALT1,PXMP2,FAM136A,ZNF79,PSEN1,TMEM165,PDXDC1,NPLOC4,YY1AP1,WDR48,SPAG5,RTKN,C12orf10,FAM192A,RPN1,CEP104,EXOSC7,LHX8,KLHL5,ARPC5,ZNRF2,LRRC8D,MSH2,DAPK1,PIGG,TPST1,OSTF1,FBXL7,FAM171A1,SYTL3,APOL1,FDFT1,GCC2,PIGT,PRIM2,ELL2,EMB,RDH10,MFNG,GORASP2,EXOSC9,ARID1A,CAPZA2,FXR1,PTTG1IP,GOSR1,MAP2K2,CCT8,MTR,TWISTNB,PHF6,AKAP1,PI4K2A,XRCC5,DERL1,CAT,SLCO4A1,HSPBP1,TTC13,GOLGA2,RBMX,MED15,USP32,FAM83D,APPL2,ARAP1,CABIN1,SAMD8,SMPD4,GPI,NUDT3,CYTIP,ATXN3,RAB11B,KIAA0232,BCL2L1,C2orf49,EPM2A,DECR1,MTMR4,RALB,LPIN2,ADCY9,MRPS27,BRI3,TTC3,TP53BP2,RNASEH2A,AQR,RBM12B,ILKAP,CDK12,ANKLE2,BRD4,CDC123,OAF,DRAP1,NARF,LRRC8A,ELP4,ASB13,ERC1,SUPT16H,AMZ2,ANKZF1,ZNF282,CHMP4A,DDOST,DSN1,DGCR8,SAFB,LMBR1,RWDD4,CBWD1,ATF6,NCLN,BEND3,EYA2,DYNC1LI2,ADAM23,NDUFS1,SLC41A1,B4GALT5,MECP2,MANBA,TKT,CBLL1,ARGLU1,SECISBP2,LANCL1,POFUT1,HMG20A,FAM8A1,HEATR5B,WWP2,SLC25A36,RFWD3,DNAJC8,NDUFA2,FUT8,AXIN2,PTPN11,BTF3L4,MRPL54,FEM1B,MTX2,MSH6,JMJD4,KAT2A,LONRF3,RABIF,FBXO9,PACS1,BMS1,KCNQ1,OTUD3,ARSK,KIF11,KLF6,GUF1,MACF1,SMAP2,FADD,MYO1F,TMEM127,RPL32,ZHX1,OAZ2,DDX5,WDR62,WDR91,ESPL1,DDB1,DEF6,FAM83G,IPO4,POLA2,UBL3,ZNF76,LYRM4,GPR132,COPA,UQCR10,HMGXB3,PHRF1,UBE2Q1,PTP4A3,ABCB10,BRIX1,MRPL19,PCYOX1L,DST,SYNM,GOT2,RAB35,JAZF1,HADHB,RPF2,GPATCH1,CNNM3,CARM1,SRPK2,WDR41,LARS,DEAF1,ZCCHC10,SNRNP200,CCDC138,NCK1,LAP3,VHL,LRBA,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,HSPB11,EIF4ENIF1,BRWD1,PPM1G,U2SURP,MIA2,BAZ1B,ZNF268,CHEK2,CLU,VPS4A,ZSWIM3,MRPL13,CHPT1,ATP6V0E1,DCAF5,CAPN1,UBE2D3,PPP1R2,PPP1R12A,EPN1,THRAP3,PM20D2,XPNPEP3,RGS2,TTF1,QSOX2,PRPF18,NUP205,CHKA,LYAR,DTL,MED10,ZRANB1,SLC12A2,ATP6V0D1,CSNK1G3,TRAFD1,NUDT4,SUGP2,GBA,EIF2A,SYVN1,SLTM,ARHGAP15,EVC2,MASTL,UAP1,KLHL15,SIAH2,FN3KRP,YWHAZ,SNRNP70,EHD4,TMEM14A,APOL2,TSEN15,N4BP2L2,ADNP2,TCF12,PRKAB1,FEZ2,CORO7,MDH2,PMS2,UCK2,SMARCA4,ORC1,MXD1,HNRNPA2B1,RRN3,UBXN2A,IARS,NVL,KIF14,EXOSC1,CS,CLTB,ZNF770,DNAL4,EBAG9,CSTF1,POU2AF1,UBQLN4,PGGT1B,SMU1,PCGF6,ATXN1,GLO1,OGDH,BICD2,CADM1,HERPUD2,EDEM2,TOLLIP,MBD3,PDHX,RPS9,PON2,SURF4,HNRNPR,STAT6,HPS5,ARNTL,ANP32E,FKBP5,CCDC125,MAPK1,ABCA1,PDCD2L,TMEM33,DNAJC2,GCLM,TRIP12,RAE1,SCYL1,DCTN2,NUP54,VPS45,CHIC2,PAWR,MYO9B,DCUN1D4,PIP4K2A,GFM2,XPR1,SPPL2A,KIF5B,FASTKD3,FGFR3,KLHL20,SEC24C,PPIG,RRBP1,TMEM99,H2AFY,ANP32A,NDUFS8,LDLRAD3,FBL,ERI3,C12orf75,STAT3,FRMD8,SLC35A1,MYO5A,MICAL3,NIPAL3,TGFB1,TXNL1,DCAF6,FAM49B,TIMMDC1,TMEM39A,PSPC1,HELB,SCFD2,RFFL,COG1,RCOR1,PRMT2,NDRG3,CDK11A,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ACAT1,MEGF9,ZMIZ1,PLOD3,RAB3IL1,ZSWIM6,CCDC93,TMED7,ADD1,MRPS15,KDM4A,PIGQ,XIAP,DHX8,GLUD1,CNTROB,PPP1R16B,ANKRD23,PABPC4,CDK5,PSMD1,NSRP1,RABGAP1L,TTC9C,SRSF4,PDS5B,NUP153,PCBP2,KCNAB2,PLK3,PGAP2,ZNF672,TMEM115,PLEKHM3,SMC2,DCUN1D5,PPFIA3,ICMT,PWWP2B,WDR11,AXIN1,LIMK1,PRDX5,MLYCD,ATP6V0C,ST3GAL2,FBXL3,E2F2,LONP2,PFKP,AAAS,DDX42,SSRP1,NDUFV2,PHF23,MRPS2,STRN4,CERK,TOP2B,SLC4A2,TMED3,EZH1,ITGB5,LMNA,MCTS1,RAVER2,DDRGK1,GNS,DDX56,EIF2S2,SLC38A5,INTS7,MCM5,PHF14,ZNF326,FOXN2,UBE2QL1,CARS2,NAGPA,PRRC2A,RB1CC1,C16orf72,ZMYND11,PGS1,DHX29,MAN1B1,TEX10,MYBL2,UHRF1BP1,CBFA2T2,MPG,ABCF1,MATR3,CYB5A,LRRC14B,PTPRF,DTWD1,SCARB2,OSBPL11,CCDC86,DUSP3,SETD3,CNOT6,NDE1,HEXA,SNX14,EGLN1,ANKRD27,PPP1R37,ABCA3,SARNP,TRERF1,IVNS1ABP,UBR2,ACTR3,CHD1L,WDTC1,MYH9,CREBL2,NIT2,ZNF267,PRKACA,SAFB2,TMEM161B,APP,ANKIB1,STAM,ARL6IP6,RAB21,CLUAP1,PRKD3,ATP2A2,SP100,ZKSCAN1,UTP18,ZCCHC2,DDA1,NUP107,ANKRD13C,RNF19A,CEP63,MAVS,FAM76B,CLN6,ATF2,TMEM9,RNF169,ADCY7,ATP6V1G1,SHOC2,PSRC1,MAP4K4,RNPS1,CDCA2,NUSAP1,NDUFA7,DNAJA1,DDX17,CHCHD3,PEX5,CDC16,SEC61A1,HIPK2,WDR7,CBLN2,MBOAT1,PDXK,COIL,LRP8,LRCH1,ANXA6,TMBIM4,SESTD1,TRAK1,SIKE1,GMCL1,AKT1S1,UBE4A,WRB,ZNF92,KRI1,CAPN2,FBXO3,ERH,ADD3,GATC,NDUFB4,PRDM4,GEMIN6,GTSE1,DCP1A,TTLL12,SGCB,IMPA2,HNRNPM,MFSD12,LDHB,PDPK1,PPP3CA,TK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,MTMR12,ZP3,PDE3B,RPA1,ZNF180,ZNF862,KIF18A,KEAP1,POLE,CCDC6,TATDN2,MAPK6,CAPN7,PML,LRPPRC,LY75,SLC25A19,RGL1,PSAP,WDR76,USF2,IGBP1,FAF1,ANAPC4,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,MCCC1,CSNK2A1,CDC42SE2,SEC16A,GIT2,BIRC2,ATPAF1,SSR1,LIN9,DLG5,TRMU,PIK3R2,ETV6,PPCDC,TXLNA,ZFYVE27,MYBL1,MCMBP,MRPL32,CCAR1,PTPRK,CDC37,ABCC5,METTL1,HARS,MRPL12,GMFB,LNX2,EZR,LRP5,ESYT1,PRKRA,ANLN,STX16,RHEB,OPTN,DPYSL3,SEPT1,TONSL,NRM,NAGLU,QRSL1,ACTB,PIEZO1,OSGEPL1,NUDT11,GLCCI1,NAA60,LZTR1,CTCF,ASAH1,RACGAP1,PPP3CB,B4GALT4,DOCK11,RLF,CRLF3,RAPGEF6,NUS1,VASP,VMP1,TIMELESS,SLC27A4,AHDC1,MDFIC,MAML1,ALDH18A1,ABCC1,TRAPPC9,AACS,NQO2,MEMO1,UTP15,EIF2AK1,UBE4B,LY6E,ARPC1A,EIF4G2,ZDHHC3,ZNF174,MOSPD3,GOLGA4,ITPRIPL1,SYNCRIP,PALB2,SNAP23,PRPS2,PRMT7,NIPA1,RNF114,CYLD,UGP2,FOXM1,XAB2,MRPL39,SUMO2,COPE,GGPS1,DUSP22,RAD23A,RPL11,CSDE1,ATP6V0B,MDM2,STRBP,DUS4L,PDCD2,MINPP1,METTL9,SAP30L,DVL2,POC5,GM2A,SLC39A9,CLPTM1,PSMA8,CPOX,CYP20A1,SLC26A6,MTMR6,NFATC2,PRPF3,KDM1B,TXNL4A,CCDC127,DNAJC10,ATP1A1,SCAP,ZNF700,PSMD3,CEP55,DNAJC17,NCOA1,LTA4H,USP53,ZC3HC1,ATXN7L2,INTS2,CTDP1,CDC40,GOLIM4,RRP15,DAP,CDT1,ARID5A,SMC6,SUMF1,GGA2,AP3S1,BZW2,TFRC,WRNIP1,PTPN2,STARD9,NDUFV1,SLC1A4,CWC27,SLC35B4,ABCD1,DDX31,PTGES3,CAMK2G,RPAP3,SNX2,ZMYM5,PPWD1,RHOT2,CHCHD6,BSDC1,NEU1,TPD52L2,KPNA4,GOLGA7,TWSG1,SNAP29,TFE3,CDCA7L,GLG1,FAM126A,PKD2,RPS6KC1,UBE2C,GCSH,ZNF496,PPCS,NDUFB6,TMEM41B,ZDHHC8,YTHDF3,NHLRC3,PLXNA1,IKBIP,SLC20A1,COMMD6,ABHD14A,ELMOD2,POLR3K,KIFC1,ASAP2,SNUPN,CYB5RL,PARPBP,CNPY4,PRADC1,PLCL2,DNMT1,SEH1L,ORAI2,AKT2,NOL8,GNG7,MKI67,DDX20,GALNT7,SLC17A5,CCNF,FOXRED1,ZFAND5,SLC25A5,TMED10,PTER,PSMD8,WDR4,EIF2D,ITGB1,DHTKD1,UQCRH,TRAF5,RTN3,ZNF598,DDX58,WSB2,PPIB,HSPH1,MAPRE1,MUT,KIF23,NOTCH2,PMF1,MAN2B1,METTL3,NDUFS4,CFLAR,FKBP1A,RNF121,KLF16,DAD1,HDAC7,BDH1,ATP6V0A2,PIKFYVE,RNF135,GNAI2,LPCAT1,ANKHD1,TMED2,EEF1D,TERF2,MORC3,FTL,PIP4K2C,KCTD20,DCTD,FAM133B,RIT1,PKM,KDM3A,PATL1,ADSS,EPRS,ZNF777,TMEM54,ZFP92,NSF,DCK,ERGIC3,ACLY,VCPIP1,TCOF1,YY1,PPP6R2,MAP3K5,RNF14,CABLES1,NRBP1,ZC3HAV1,DNMT3A,CKLF,RWDD1,TRIP10,URB2,CAST,SUZ12,RPS6KA1,SF3B1,MAGED1,GPR89A,EIF3D,OLA1,KLHL18,ADPGK,AP1B1,SLC25A44,SDHA,PAIP2,PHC2,CRKL,TERF2IP,APLP2,ZNF75D,KDM2A,UCHL5,CDKN1B,TALDO1,NAA35,MAPRE2,MKLN1,CUL3,SLBP,CDC23,AP4E1,SHCBP1,PSMB9,POLG2,DHX57,PRDM11,VEZF1,HSPA4,PPP2R5A,JAK1,TBL3,PPA2,SEL1L,STAT1,KLHDC4,B4GALT3,PDCD11,POLQ,OTUD5,PKP4,C1orf112,BABAM1,MRI1,TCF3,BRAP,SLC25A12,AGPAT3,BLM,FOXO3,REEP5,RAB11A,CCDC28A,MAD2L2,TMCC3,GTF2F1,MAT2B,RBM17,PTEN,CRAT,AHSA1,CENPJ,PRC1,UPF2,IFT46,PACS2,NCOA2,SMC4,ZFP64,NET1,NEK7,DENND4C,PARP4,ILF3,ANAPC2,LRRC1,RHOT1,ECH1,PRDX1,FBXO21,GNA12,NUCB1,SGSH,HGS,C1orf131,PFDN4,PRDX3,MFAP1,TFDP1,STX18,KHSRP,CCDC69,BRWD3,BYSL,S100PBP,ESYT2,MIB2,PTMS,UBE2E2,SKA3,NPHP4,ST13,TMEM184B,HNRNPAB,PLXNC1,NF1,DCAF15,ALKBH5,DNAJC24,ZNF107,UBE2Z,TAF6L,SIRT2,SLC29A1,KIF2C,USP48,SNRPD3,MAPK14,BECN1,SNAPC4,RNF103,EDC3,BCAT2,UBLCP1,ZNF804A,RAP1A,EIF4A3,THADA,AP3S2,METTL14,DPYSL2,ATG3,ZNHIT6,IMPAD1,RCSD1,PHTF1,PPP1R12C,AKR1B1,KIF22,JOSD1,RP2,NFU1,TTC4,TECR,ARID4A,TRIM14,TIMM50,COPS8,FYTTD1,TDP1,TRIM8,DPM1,FOPNL,SLC16A7,SLC25A22,STK17B,DHX15,ABHD5,CHAF1A,CXXC4,GEMIN5,PAF1,IARS2,ATXN2L,GALNT10,SASS6,STARD3NL,SLC12A7,TBC1D12,PIGN,AGTRAP,CIB1,TIA1,MED13L,EPHX2,SRRT,RHBDD1,ZNF449,ZNF335,BUD31,CAPZA1,YBX1,BCL2,KIFAP3,GLTP,KNTC1,ACAD8,UBE3C,N4BP2,KDELR1,HP1BP3,ZNF189,VOPP1,CIC,OXR1,SEPT7,CAND1,TSC1,NAP1L1,RBM25,ODF2,EXOC4,KIAA1328,PITPNA,ZFP90,NAA20,RBBP4,PDSS2,PTDSS1,C7orf26,ZBTB24,SMARCD1,MBD1,WASF2,TOMM20,ASH1L,IMMT,IFI27L1,GNPNAT1,MPHOSPH8,CHERP,WDYHV1,HNRNPUL2,PLAGL2,CHKB,CHD1,PAIP1,C2orf68,FARSA,CCDC50,PARL,RPN2,SCAMP4,APOOL,PDIA6,F2R,FAM3A,TMEM14C,ABI1,ACSL5,FAM172A,PSMB7,NLN,WIPF1,TOR1AIP2,AZI2,BUD13,PEF1,BTBD1,RAD54B,DAP3,TMEM41A,TAB2,TULP3,WDR59,SCARB1,GAS2,AKNA,SMURF1,REEP4,TSPAN5,CBX4,KIF3B,CDS2,GOLPH3L,SH2D3A,CASP6,EYA1,TOR3A,SRGN,KLF13,LETMD1,HDDC2,MAN1A1,SAC3D1,GART,CTNNBL1,TANK,BRD7,TTC17,SAMD4B,GINS1,ZDHHC18,TELO2,CSNK1G2,ADAM17,NASP,ASPM,PPP1R21,PRKAR1B,POLR3GL,MEN1,ZNF407,SYMPK,TARS,SNRPA,MFN2,ATAD2,PLAA,ZNF330,OSBPL8,SRSF3,PREPL,TATDN1,ATP6V1C1 clear_cell_renal_cell_carcinoma clear_cell_renal_cell_carcinoma 7.05471101938912e-06 -11.8618149346056 14301 2205 0.852338616157712 2587 17385 51696,65986,89845,3074,81669,26263,29904,51078,5887,79572,1785,117246,9736,284001,2067,4893,79813,56992,3185,11169,54531,11083,4171,57403,4087,58526,6233,399687,8473,4358,4086,7627,311,84275,124411,23480,26088,84939,51622,7204,51596,51715,79734,54930,440275,83464,5073,79577,140465,115201,374395,57026,9126,50628,9961,79902,22870,26986,387338,3475,55109,221937,79171,23560,55700,54948,2002,7458,51109,10916,3836,2114,129450,26100,22902,10611,80221,391,56910,90355,143187,347734,283899,253558,55758,8895,57189,55147,25909,25771,57533,10691,55968,55752,23171,23144,26225,29886,79956,3419,10553,4209,79807,85461,4144,112936,23603,286053,79823,5536,10531,203068,51397,353274,6431,22927,83605,10211,11119,55102,79660,51280,84878,10075,339324,80218,308,26046,54934,89910,4676,374655,8128,200916,6837,6709,6780,57062,255758,6867,3939,84298,117177,23548,8301,9467,6573,51,10447,64782,84875,7533,168451,54865,116496,81559,64848,29907,9939,29937,27044,80230,201292,10444,5621,11103,4218,23225,221294,26155,1983,10460,157680,23429,26469,54468,153364,6628,990,57050,55193,4953,27005,9697,23219,9274,92714,8754,1855,8650,163050,8880,64761,84240,1063,8649,10787,57226,55316,64759,10923,126432,23303,8932,7507,191,2733,51642,90678,84064,50814,262,157922,388561,79091,51657,26060,166379,157567,6257,6390,5108,2590,64418,84166,10856,84280,4649,9133,7874,55830,8802,196528,56255,6513,526,5093,4067,10134,7409,51249,54534,5687,25888,55900,27154,23435,55973,10106,27339,10105,51780,84057,1182,330,7879,651746,10450,25978,7416,8667,3416,8449,115426,7517,128866,56288,83596,28974,55388,9903,11333,54495,375,56996,10844,4189,9456,84172,6048,387,55197,9044,7156,23365,84759,9416,22931,782,7726,10016,51382,84456,55247,1486,56987,3614,7026,5223,10114,3428,7295,23511,3015,25957,94107,5589,10713,7329,11315,51312,126299,5867,6434,8801,27097,6605,168850,988,8910,23762,54888,23326,8661,9203,84444,55677,55608,7454,146909,7174,54955,64393,8704,55119,5965,51759,2130,10912,6240,9744,2683,54205,84908,9913,55858,55666,4849,57599,10615,6242,9731,51088,55144,9989,4436,54872,23194,26578,94120,221061,1984,9648,5558,22936,157506,4242,6229,26003,830,154,10694,4548,84295,5204,28231,79573,2801,27316,51586,9063,55198,142891,11165,1029,118472,4287,5894,9778,79074,7957,890,9110,25798,7159,9716,389677,80895,51755,8819,23476,26502,56262,26610,83451,9088,79754,10155,11198,27335,29082,55871,22926,7518,8899,8745,4719,55635,4204,79048,10363,11060,152789,55186,8812,22826,8313,10370,65094,2648,55863,5877,158,55690,9790,3784,23252,153642,23499,3832,1316,54939,64744,8772,51100,4542,11335,6992,8446,1655,284403,6878,9700,5813,1642,50619,79711,644815,5412,26151,93183,57128,29933,55585,11156,55299,9801,10992,78991,998,23336,2806,221895,3032,84154,26505,10498,6733,55255,51520,54819,165055,987,51259,25870,58508,11054,5635,4122,56478,23350,4253,10795,27183,8992,5504,135293,63929,5997,55646,5438,10906,10147,2629,83939,84447,1613,55843,84930,6675,4783,79672,7534,5476,28978,10140,116461,22850,6938,5564,4191,6597,4998,165324,3376,10849,9928,51013,1431,1212,10126,1477,5450,56893,5229,6404,55234,6310,2739,4967,23299,23705,55741,64224,54472,2178,8050,6203,84964,6836,56931,406,81611,2289,202243,19,84306,2730,8480,10540,53371,26511,5074,10608,23142,5305,9213,83706,3799,27252,9632,6238,9181,8125,143458,6774,4644,57185,271,9352,51105,55827,51571,55254,27032,117584,9382,23186,7942,221496,5976,9844,23264,23220,57178,7013,3265,54520,11116,9091,116840,26051,79003,55876,23047,9972,29843,27315,389072,91107,55717,8312,56006,83752,4729,79142,64781,6522,2145,3693,4000,28985,54606,8894,3344,79587,7916,29035,9821,10771,9489,4605,54887,6430,4350,9782,1528,23154,84193,93081,375743,57472,54820,54583,7756,84079,21,84324,10625,22879,116028,27346,56954,83540,10308,6941,153396,3895,351,23683,23059,488,51096,2926,1854,54877,51434,25897,143684,54982,79571,254225,113,9550,10921,157313,2287,56834,10521,54927,5830,8881,28996,154141,148022,8566,27107,309,51643,64395,9354,50615,2113,7485,168374,56902,824,120,79723,23170,53373,81542,4670,126321,3945,5530,51426,10899,2014,54545,5140,81930,8030,5597,4065,60386,23179,5660,79968,3476,11124,1355,375790,9984,10007,60313,84919,1457,10969,9815,329,64756,9231,27,7516,118813,79892,5796,11140,6670,3035,2764,23344,54443,5869,6009,1809,79735,4796,4669,60,7596,83590,10664,427,139818,51379,55252,116150,10999,4299,29969,9794,9267,4835,84135,27102,1982,51304,64598,150771,996,8773,54496,154881,1540,7360,11316,284273,9453,84268,5886,5164,533,55342,11062,5134,79685,1209,7832,23234,9107,23401,4773,221656,221079,57602,51069,476,1198,5709,7975,55165,126328,55192,80818,8648,51629,51530,7705,127002,51362,27333,51018,10020,79677,23647,55922,28969,56897,26039,79019,818,9761,7753,23398,26240,89941,4758,7165,57045,10857,2734,84668,26750,11065,79717,4712,440026,29801,5361,891,6574,170622,25864,8853,10073,245812,23228,10342,81929,79065,55872,4288,11218,51005,51809,26503,899,55572,54502,9317,10785,55526,7188,3066,114825,10808,54923,63922,9493,4853,11243,133746,2280,1317,112574,471,1503,23545,200576,84282,79888,1936,1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PL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,RRP15,GNE,SMC6,ARFIP2,NKRF,BZW2,WRNIP1,SS18L1,CENPM,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,TWSG1,PGRMC1,GLG1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,ASAP2,SNUPN,CNPY4,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,CHTF18,KIF23,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,FTL,DDX28,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,PPP3R1,TCOF1,CABLES1,NRBP1,DNMT3A,CKLF,TRIP10,SF3B1,CAST,SUZ12,RPS6KA1,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,CDKN1B,TNPO2,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,GAR1,POLG2,DHX57,NSA2,HSPA4,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,PDCD11,ATMIN,POLQ,OTUD5,NCOR2,ANKRD13D,PKP4,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,ECH1,PRDX1,PLD3,NUCB1,GNA12,FBXO21,PFDN4,TFDP1,STX18,KHSRP,CPEB2,SSSCA1,VPS29,S100PBP,MIB2,IER2,NOP2,UBN1,NF1,ALKBH5,MOGS,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,METTL14,IMPAD1,ZNHIT6,RCSD1,PHTF1,KIF22,ZBTB22,NFU1,OGG1,TRIM14,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,IARS2,ATXN2L,GALNT10,STARD3NL,PIGN,XPO7,SRRT,ZNF449,CAPZA1,GLTP,KIFAP3,BCL2,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,RBBP4,SMARCD1,MBD1,WASF2,MMACHC,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,F2R,FAM3A,TMEM14C,SCYL3,ABI1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,PEF1,EIF3G,BTBD1,TAB2,TULP3,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,RGS1,MAN1A1,FBXO5,GART,TANK,PELO,BRD7,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,MBD6,SRSF3,IDH3B,TATDN1,ATP6V1C1,TSC2,LACTB2,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,NUTF2,ARF4,KRIT1,AHNAK,RAD18,PDRG1,RNASEL,PDCD4,SMNDC1,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,COPB2,CD59,TFAP4,RNFT1,MEGF8,RIMS3,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,SFXN5,PDLIM1,TXNDC16,MRPL3,ALS2,FAM72A,TRIM41,KARS,ANK3,PTTG1,TPX2,TBC1D13,REPS1,FBXL6,MTA1,UBA5,CLCN6,INTS12,RPRD1B,CGGBP1,CPNE1,SEC61B,GOPC,E2F3,CIRBP,CRNKL1,PFKFB3,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RPA2,PSMD2,CLIC4,PDCD10,ITGB8,ARF5,ARHGEF1,FBXL19,GTF2H2,UTP20,MAGT1,GPS2,DBI,SSNA1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,TET3,FANCL,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,SEPT9,CELSR2,RBX1,RAD51AP1,ZBED5,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,LUC7L,NECAP2,C1orf122,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,RMND5A,HJURP,PHB2,DNAJB2,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,CTR9,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,NMT2,IRF5,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,SIL1,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,TM9SF3,RRAGC,ZNF121,OIP5,NRF1,WDR44,PPME1,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,ZNF780B,KIAA0040,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,CHID1,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,PRIM1,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,PTOV1,COX5B,DNAJC5,SCOC,DHPS,ANKH,VAV2,PRKAA1,C16orf87,GSPT2,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,YY1AP1,C12orf10,RPN1,LHX8,ZNRF2,TPST1,DAPK1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,EXOSC9,ARID1A,PTTG1IP,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,DERL1,MTHFD2,HSPBP1,CEBPG,ARAP1,USP32,FAM83D,CABIN1,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,DECR1,RALB,SIAH1,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,ANKLE2,CDC123,OAF,VDAC2,EML4,ERC1,AMZ2,ANKZF1,RAD51C,DSN1,DDOST,DGCR8,SAFB,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,SLC41A1,B4GALT5,FAM76A,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,RFWD3,FUT8,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,FBXO9,GUF1,RPL32,ZHX1,NDUFS5,WDR91,GPR89B,RORB,POLA2,ZNF76,COPA,UQCR10,PHRF1,HMGXB3,ABCB10,COMMD5,MAP1LC3B,DST,RAB35,GPATCH1,TCEA1,DEAF1,SNRNP200,LAP3,NCK1,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,CAB39,ACBD4,STK11,CLU,CHEK2,ZSWIM3,TSTD2,MRPL13,CHPT1,DCAF5,CAPN1,UBE2D3,PPP1R12A,ZCCHC8,NACA,C19orf25,RPL15,PCSK7,EPN1,THRAP3,QSOX2,TTF1,NUP205,CHKA,DTL,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,N4BP2L2,SNX27,CHMP2A,CORO7,FEZ2,PMS2,UCK2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,HNRNPR,STAT6,HPS5,MAPK1,BRD9,TMEM33,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,MYO9B,GFM2,SPPL2A,FASTKD3,FGFR3,MZT2A,PPIG,ZDHHC13,H2AFY,NDUFS8,ATG13,ERI3,FBL,FRMD8,SLC35A1,MICAL3,B3GALT6,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,CDK11A,MTMR3,MEGF9,CENPT,PLOD3,RAB3IL1,ZSWIM6,RAB14,ADD1,KDM4A,MRPS15,XIAP,DHX8,GLUD1,ANKRD23,PABPC4,CDK5,CALM2,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,MLST8,PLK3,ZNF672,HSDL1,TOPORS,MCL1,PPFIA3,SMC2,ICMT,SLC50A1,STOML2,LIMK1,PRDX5,ATE1,MLYCD,ST3GAL2,FBXL3,TFDP2,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,UBE2QL1,NAGPA,ETV3,TSPAN31,DHX29,TEX10,MAN1B1,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,DUSP3,SLAIN1,MDH1,HEXA,RNF139,SNX14,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,NIPA2,PRKACA,SAFB2,ANKIB1,STAM,ARL6IP6,RAB21,ZKSCAN1,DDA1,NUP107,ANKRD13C,CEP63,ATF2,RBM15,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,NUSAP1,NDUFA7,DNAJA1,TAF2,C19orf54,SEC61A1,WDR7,FUS,GEN1,LRP8,COIL,LRCH1,ZNF786,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,AKT1S1,KRI1,FBXO3,ERH,NDUFB4,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,IMPA2,NUDC,PDPK1,TK1,TNFAIP3,GALC,ZNF512,KIAA0930,DDX39A,RPA1,ZNF862,ZNF180,KEAP1,POLE,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,DDX47,MCCC1,S1PR2,SEC16A,SSR1,LIN9,PCNA,TRMU,ETV6,PIK3R2,TXLNA,MYBL1,CCAR1,MRPL32,ABCC5,BAZ2A,PBXIP1,TLK1,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SEPT1,SOCS4,QRSL1,PIEZO1,OSGEPL1,NAA60,GEMIN7,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,VMP1,PPIL2,TIMELESS,AHDC1,ALDH18A1,TMEM8A,PREB,ABCC1,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,LY6E,PSMC4,GOLGA4,PALB2,SYNCRIP,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,SUMO2,DUSP22,RPL11,CSDE1,MDM2,CORO1A,METTL9,MINPP1,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,PRPF3,TXNL4A,SRSF1,DNAJC10,SCAP,ZNF700,PLEKHG4B,TIMM17A,FAU,LTA4H,USP53,INTS2,CTDP1,CDT1,ARID5A,SUMF1,GGA2,CSNK1A1,AP3S1,RMI1,TFRC,PTPN2,IRF4,STARD9,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CHCHD6,BSDC1,CDKN2AIPNL,FBXO41,KPNA4,BIRC5,TFE3,CDCA7L,PKD2,ACADM,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,YTHDF3,NHLRC3,IKBIP,ELMOD2,KIFC1,DBNDD1,CYB5RL,PARPBP,CDC25B,DNMT1,NOL12,ORAI2,USO1,AKT2,NOL8,GNG7,AURKB,SLC25A5,ZFAND5,MAK16,STT3A,EIF2D,ITGB1,PTPN7,RRS1,ARRB2,RTN3,ZNF598,DDX58,WSB2,PPIB,MUT,HLA-E,NDUFA4,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,HDAC7,BDH1,PCYT2,GNAI2,ANKHD1,TERF2,MORC3,KCTD20,SEPT8,DCTD,PKM,ADSS,SERTAD2,NSF,ACLY,LPCAT4,VCPIP1,PPP6R2,PPP6R3,MAP3K5,YY1,CDK2,RNF14,ZC3HAV1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,SLC25A44,AP1B1,SDHA,PAIP2,PHC2,CRKL,TERF2IP,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CDKN2AIP,CCT2,MKLN1,HMGN4,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,C1orf112,TCF3,BRAP,MYNN,RAB11A,REEP5,FOXO3,MAD2L2,PIP5K1C,RBM17,MAT2B,PTEN,CENPJ,CREB1,NCOA2,PACS2,SMC4,NEK7,NET1,PARP4,TBRG4,ANAPC2,HGS,TTLL4,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,PLXNC1,ST13,ZNF107,SLC29A1,KIF2C,AGFG1,SIRT2,USP48,SNRPD3,FKBP2,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,SLC25A22,WDR82,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,ZNF335,YBX1,KNTC1,UBE3C,ACAD8,ZNF189,ALDH9A1,CIC,SEPT7,NAP1L1,ODF2,EXOC4,NUP62,PITPNA,KIAA1328,NAA20,PTDSS1,PDSS2,C7orf26,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,IRF3,CHKB,TWF2,PAIP1,ANKRD28,FARSA,ANKLE1,SAR1A,APOOL,PDIA6,ACSL5,AZI2,GFER,RAD54B,DAP3,TMEM41A,ZNF317,AKNA,REEP4,CBX4,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,CTNNBL1,YIF1B,CLDND1,TTC17,GINS1,CSNK1G2,TELO2,HMGN1,ADAM17,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,MAPK3,HLA-B,PLAA,ATAD2,ZNF330,OSBPL8,KBTBD7,PREPL kidney-carcinoma-clear_cell_renal_cell_carcinoma kidney-carcinoma-clear_cell_renal_cell_carcinoma 7.05471101938912e-06 -11.8618149346056 14301 2205 0.852338616157712 2587 17385 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PL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,RRP15,GNE,SMC6,ARFIP2,NKRF,BZW2,WRNIP1,SS18L1,CENPM,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,TWSG1,PGRMC1,GLG1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,ASAP2,SNUPN,CNPY4,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,CHTF18,KIF23,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,FTL,DDX28,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,PPP3R1,TCOF1,CABLES1,NRBP1,DNMT3A,CKLF,TRIP10,SF3B1,CAST,SUZ12,RPS6KA1,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,CDKN1B,TNPO2,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,GAR1,POLG2,DHX57,NSA2,HSPA4,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,PDCD11,ATMIN,POLQ,OTUD5,NCOR2,ANKRD13D,PKP4,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,ECH1,PRDX1,PLD3,NUCB1,GNA12,FBXO21,PFDN4,TFDP1,STX18,KHSRP,CPEB2,SSSCA1,VPS29,S100PBP,MIB2,IER2,NOP2,UBN1,NF1,ALKBH5,MOGS,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,METTL14,IMPAD1,ZNHIT6,RCSD1,PHTF1,KIF22,ZBTB22,NFU1,OGG1,TRIM14,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,IARS2,ATXN2L,GALNT10,STARD3NL,PIGN,XPO7,SRRT,ZNF449,CAPZA1,GLTP,KIFAP3,BCL2,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,RBBP4,SMARCD1,MBD1,WASF2,MMACHC,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,F2R,FAM3A,TMEM14C,SCYL3,ABI1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,PEF1,EIF3G,BTBD1,TAB2,TULP3,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,RGS1,MAN1A1,FBXO5,GART,TANK,PELO,BRD7,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,MBD6,SRSF3,IDH3B,TATDN1,ATP6V1C1,TSC2,LACTB2,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,NUTF2,ARF4,KRIT1,AHNAK,RAD18,PDRG1,RNASEL,PDCD4,SMNDC1,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,COPB2,CD59,TFAP4,RNFT1,MEGF8,RIMS3,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,SFXN5,PDLIM1,TXNDC16,MRPL3,ALS2,FAM72A,TRIM41,KARS,ANK3,PTTG1,TPX2,TBC1D13,REPS1,FBXL6,MTA1,UBA5,CLCN6,INTS12,RPRD1B,CGGBP1,CPNE1,SEC61B,GOPC,E2F3,CIRBP,CRNKL1,PFKFB3,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RPA2,PSMD2,CLIC4,PDCD10,ITGB8,ARF5,ARHGEF1,FBXL19,GTF2H2,UTP20,MAGT1,GPS2,DBI,SSNA1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,TET3,FANCL,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,SEPT9,CELSR2,RBX1,RAD51AP1,ZBED5,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,LUC7L,NECAP2,C1orf122,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,RMND5A,HJURP,PHB2,DNAJB2,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,CTR9,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,NMT2,IRF5,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,SIL1,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,TM9SF3,RRAGC,ZNF121,OIP5,NRF1,WDR44,PPME1,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,ZNF780B,KIAA0040,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,CHID1,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,PRIM1,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,PTOV1,COX5B,DNAJC5,SCOC,DHPS,ANKH,VAV2,PRKAA1,C16orf87,GSPT2,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,YY1AP1,C12orf10,RPN1,LHX8,ZNRF2,TPST1,DAPK1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,EXOSC9,ARID1A,PTTG1IP,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,DERL1,MTHFD2,HSPBP1,CEBPG,ARAP1,USP32,FAM83D,CABIN1,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,DECR1,RALB,SIAH1,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,ANKLE2,CDC123,OAF,VDAC2,EML4,ERC1,AMZ2,ANKZF1,RAD51C,DSN1,DDOST,DGCR8,SAFB,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,SLC41A1,B4GALT5,FAM76A,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,RFWD3,FUT8,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,FBXO9,GUF1,RPL32,ZHX1,NDUFS5,WDR91,GPR89B,RORB,POLA2,ZNF76,COPA,UQCR10,PHRF1,HMGXB3,ABCB10,COMMD5,MAP1LC3B,DST,RAB35,GPATCH1,TCEA1,DEAF1,SNRNP200,LAP3,NCK1,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,CAB39,ACBD4,STK11,CLU,CHEK2,ZSWIM3,TSTD2,MRPL13,CHPT1,DCAF5,CAPN1,UBE2D3,PPP1R12A,ZCCHC8,NACA,C19orf25,RPL15,PCSK7,EPN1,THRAP3,QSOX2,TTF1,NUP205,CHKA,DTL,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,N4BP2L2,SNX27,CHMP2A,CORO7,FEZ2,PMS2,UCK2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,HNRNPR,STAT6,HPS5,MAPK1,BRD9,TMEM33,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,MYO9B,GFM2,SPPL2A,FASTKD3,FGFR3,MZT2A,PPIG,ZDHHC13,H2AFY,NDUFS8,ATG13,ERI3,FBL,FRMD8,SLC35A1,MICAL3,B3GALT6,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,CDK11A,MTMR3,MEGF9,CENPT,PLOD3,RAB3IL1,ZSWIM6,RAB14,ADD1,KDM4A,MRPS15,XIAP,DHX8,GLUD1,ANKRD23,PABPC4,CDK5,CALM2,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,MLST8,PLK3,ZNF672,HSDL1,TOPORS,MCL1,PPFIA3,SMC2,ICMT,SLC50A1,STOML2,LIMK1,PRDX5,ATE1,MLYCD,ST3GAL2,FBXL3,TFDP2,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,UBE2QL1,NAGPA,ETV3,TSPAN31,DHX29,TEX10,MAN1B1,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,DUSP3,SLAIN1,MDH1,HEXA,RNF139,SNX14,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,NIPA2,PRKACA,SAFB2,ANKIB1,STAM,ARL6IP6,RAB21,ZKSCAN1,DDA1,NUP107,ANKRD13C,CEP63,ATF2,RBM15,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,NUSAP1,NDUFA7,DNAJA1,TAF2,C19orf54,SEC61A1,WDR7,FUS,GEN1,LRP8,COIL,LRCH1,ZNF786,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,AKT1S1,KRI1,FBXO3,ERH,NDUFB4,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,IMPA2,NUDC,PDPK1,TK1,TNFAIP3,GALC,ZNF512,KIAA0930,DDX39A,RPA1,ZNF862,ZNF180,KEAP1,POLE,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,DDX47,MCCC1,S1PR2,SEC16A,SSR1,LIN9,PCNA,TRMU,ETV6,PIK3R2,TXLNA,MYBL1,CCAR1,MRPL32,ABCC5,BAZ2A,PBXIP1,TLK1,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SEPT1,SOCS4,QRSL1,PIEZO1,OSGEPL1,NAA60,GEMIN7,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,VMP1,PPIL2,TIMELESS,AHDC1,ALDH18A1,TMEM8A,PREB,ABCC1,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,LY6E,PSMC4,GOLGA4,PALB2,SYNCRIP,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,SUMO2,DUSP22,RPL11,CSDE1,MDM2,CORO1A,METTL9,MINPP1,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,PRPF3,TXNL4A,SRSF1,DNAJC10,SCAP,ZNF700,PLEKHG4B,TIMM17A,FAU,LTA4H,USP53,INTS2,CTDP1,CDT1,ARID5A,SUMF1,GGA2,CSNK1A1,AP3S1,RMI1,TFRC,PTPN2,IRF4,STARD9,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CHCHD6,BSDC1,CDKN2AIPNL,FBXO41,KPNA4,BIRC5,TFE3,CDCA7L,PKD2,ACADM,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,YTHDF3,NHLRC3,IKBIP,ELMOD2,KIFC1,DBNDD1,CYB5RL,PARPBP,CDC25B,DNMT1,NOL12,ORAI2,USO1,AKT2,NOL8,GNG7,AURKB,SLC25A5,ZFAND5,MAK16,STT3A,EIF2D,ITGB1,PTPN7,RRS1,ARRB2,RTN3,ZNF598,DDX58,WSB2,PPIB,MUT,HLA-E,NDUFA4,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,HDAC7,BDH1,PCYT2,GNAI2,ANKHD1,TERF2,MORC3,KCTD20,SEPT8,DCTD,PKM,ADSS,SERTAD2,NSF,ACLY,LPCAT4,VCPIP1,PPP6R2,PPP6R3,MAP3K5,YY1,CDK2,RNF14,ZC3HAV1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,SLC25A44,AP1B1,SDHA,PAIP2,PHC2,CRKL,TERF2IP,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CDKN2AIP,CCT2,MKLN1,HMGN4,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,C1orf112,TCF3,BRAP,MYNN,RAB11A,REEP5,FOXO3,MAD2L2,PIP5K1C,RBM17,MAT2B,PTEN,CENPJ,CREB1,NCOA2,PACS2,SMC4,NEK7,NET1,PARP4,TBRG4,ANAPC2,HGS,TTLL4,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,PLXNC1,ST13,ZNF107,SLC29A1,KIF2C,AGFG1,SIRT2,USP48,SNRPD3,FKBP2,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,SLC25A22,WDR82,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,ZNF335,YBX1,KNTC1,UBE3C,ACAD8,ZNF189,ALDH9A1,CIC,SEPT7,NAP1L1,ODF2,EXOC4,NUP62,PITPNA,KIAA1328,NAA20,PTDSS1,PDSS2,C7orf26,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,IRF3,CHKB,TWF2,PAIP1,ANKRD28,FARSA,ANKLE1,SAR1A,APOOL,PDIA6,ACSL5,AZI2,GFER,RAD54B,DAP3,TMEM41A,ZNF317,AKNA,REEP4,CBX4,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,CTNNBL1,YIF1B,CLDND1,TTC17,GINS1,CSNK1G2,TELO2,HMGN1,ADAM17,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,MAPK3,HLA-B,PLAA,ATAD2,ZNF330,OSBPL8,KBTBD7,PREPL bladder bladder 7.42289495649377e-06 -11.8109414210143 14512 2234 0.863548511789718 2587 17385 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6,DNAJC17,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,SMAP1,GOLIM4,CDC40,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,UBE2C,RPS6KC1,PPCS,NDUFB6,TMEM41B,PLXNA1,CCNB1,COMMD6,SLC20A1,POLR3K,C14orf119,SNUPN,ASAP2,CNPY4,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,GALNT7,SLC17A5,AMDHD2,CCNF,FOXRED1,RBM47,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,MAPRE1,CHTF18,KIF23,SLC35B1,PMF1,NOTCH2,JMY,FKBP1A,SNX18,ATIC,CTPS1,ATP6V0A2,RNF135,PIKFYVE,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,PLEC,RIT1,KDM3A,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,CKLF,RWDD1,TRIP10,RPS6KA1,SF3B1,SUZ12,CAST,GPR89A,RAC1,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,ATP13A1,MAPRE2,RFC3,ERF,CUL3,SLBP,KIAA1586,POLG2,PSMB9,H2AFV,GAR1,DHX57,NSA2,HSPA4,JAK1,TBL3,GOLGA8A,H2AFX,SEL1L,KLHDC4,PDCD11,ATMIN,POLQ,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,GTF2F1,TMCC3,CRAT,AHSA1,PRC1,UPF2,SLC38A10,COPS7B,CNOT6L,CNPY3,IFT46,UBE2M,TSHZ1,ZFP64,STRIP1,DENND1B,DENND4C,ILF3,LRRC1,RHOT1,TSR2,MARK2,PRDX1,NUCB1,FBXO21,GNA12,PLD3,C1orf131,PFDN4,PRDX3,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,VPS29,S100PBP,MIB2,IER2,NOP2,UBN1,NF1,DCAF15,ALKBH5,MOGS,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,METTL14,IMPAD1,ZNHIT6,RCSD1,PHTF1,KIF22,ZBTB22,OGG1,TRIM14,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,PAF1,CXXC4,UBTF,SPATA2,UEVLD,ATXN2L,PQBP1,IARS2,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,BCL2,KIFAP3,GLTP,N4BP2,HP1BP3,THNSL1,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,RBBP4,ZBTB24,SMARCD1,WASF2,MBD1,MMACHC,TOMM20,MPHOSPH8,GNPNAT1,HNRNPUL2,CHD1,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,ABI1,SCYL3,TMEM14C,HTRA2,RLIM,MOSPD1,FAM172A,ZNF500,NLN,WIPF1,BOLA1,NDUFB1,BUD13,PEF1,EIF3G,BTBD1,TAB2,TULP3,CHCHD1,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,EYA1,CDK2AP2,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,SRSF3,MBD6,ATP6V1C1,TATDN1,IDH3B,TSC2,LACTB2,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,USF1,NAPG,DNAAF2,AP1M1,MECR,UPRT,CRY2,ECD,MOB1A,RNF26,LRRC59,TIPARP,BAK1,RHOBTB3,ZNF559,GABPA,NUTF2,WBP1,ARF4,KRIT1,BOLA3,AHNAK,RAD18,RNASEL,CHPF2,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,COPB2,TFAP4,CD59,RNFT1,MEGF8,RIMS3,FBXO7,EFTUD2,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,SSR2,USP10,ITM2A,BCLAF1,MTX1,SFXN5,FNTA,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,TRIM41,KARS,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,GLRX3,STMN1,C19orf48,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,CGGBP1,CPNE1,FAM118B,GOPC,E2F3,CIRBP,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,KIF2A,PPP2CA,LSM6,CCDC14,RNF38,SNRPG,DMWD,USP13,ZFP91,TRMT6,IP6K2,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,GTF2H2,FBXL19,TTPAL,UTP20,MAGT1,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,CREM,PAPOLA,TET3,FANCL,GLIS2,INTS1,IL6ST,ASB6,RPP25,PLK1,CELSR2,SEPT9,APH1A,RBX1,RAD51AP1,PSMG1,UBE2V1,EAF2,KRTCAP2,LUC7L,LSG1,NECAP2,TRIM4,AGPAT2,CHD3,E2F4,KPNA2,PRPF4,BEND6,CLN3,DNAJC30,NGLY1,FAM208A,POT1,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,UBE2Q2,MLX,CCP110,ZNF746,CTR9,NIPSNAP1,ABHD2,DCAF8,LDB1,ACSL3,MAP4K3,ARMC8,NMT2,IRF5,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,SIL1,FAM122A,ZDHHC7,UNC13C,BCCIP,SART1,TRAF7,TOR1AIP1,LAGE3,TM9SF3,ZNF121,OIP5,NRF1,WDR44,PPME1,PIN1,EFCAB11,RPAP1,CABLES2,AHCYL1,TOP1MT,LMAN1,STRAP,ZNF583,SPSB3,SNX25,ARHGAP17,ZNF780B,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,STK38,FASTK,UBXN2B,AP1S1,SLC22A23,H3F3A,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,ABCF2,METTL5,TUFM,RANGAP1,API5,HAGH,ZFR,SEC23IP,E2F1,USP20,RBPJ,PDCD6IP,MAX,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,NANS,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,CBFB,RFC2,RAB2B,MAP3K4,HHEX,MAP4,MRPL27,PTPDC1,BTF3,NMD3,PTOV1,COX5B,DNAJC5,DHPS,C16orf87,PRKAA1,VAV2,GSPT2,ANKH,TATDN3,DLGAP4,PXMP2,PSEN1,ZNF79,VPS25,PDXDC1,NDUFS7,YY1AP1,FAM192A,RPN1,LHX8,ARPC5,TPST1,DAPK1,CYC1,PIK3IP1,SOCS5,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,HMGN2,XRCC5,PI4K2A,DERL1,CAT,HSPBP1,MTHFD2,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,BCL2L1,NUDT19,DECR1,SIAH1,RALB,LPIN2,ADCY9,SOCS6,TTC3,ANKLE2,OAF,VDAC2,EDF1,EML4,ERC1,ANKZF1,RAD51C,ZNF282,DSN1,HINT1,DGCR8,SAFB,HAGHL,FTSJ1,RWDD4,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,SLC41A1,FAM76A,TKT,CBLL1,ARGLU1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,FUT8,FJX1,PTPN11,BTF3L4,MRPL54,FEM1B,CNN2,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,OAZ2,WDR91,HIGD2A,GPR89B,RORB,POLA2,ZNF76,MTX3,COPA,PHRF1,DST,RAB35,SIVA1,GPATCH1,TCEA1,DRAM2,TRAPPC13,SNRNP200,LAP3,NCK1,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,BAZ1B,ACBD4,CAB39,STK11,CHEK2,CLU,CHPT1,MRPL13,TSTD2,DCAF5,CAPN1,UBE2D3,PPP1R12A,GORASP1,ZCCHC8,NACA,C19orf25,RPL15,PCSK7,EPN1,THRAP3,TTF1,QSOX2,NUP205,PRPF18,CHKA,DTL,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL1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urinary_tract urinary_tract 7.42289495649377e-06 -11.8109414210143 14512 2234 0.863548511789718 2587 17385 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17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,PLXNA1,CCNB1,SLC20A1,COMMD6,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,MAPRE1,CHTF18,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,CAST,SUZ12,RPS6KA1,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,CDKN1B,TNPO2,TALDO1,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,GAR1,PSMB9,POLG2,DHX57,NSA2,HSPA4,JAK1,GOLGA8A,TBL3,SEL1L,H2AFX,KLHDC4,PDCD11,ATMIN,POLQ,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TSHZ1,ZFP64,STRIP1,DENND4C,DENND1B,ILF3,LRRC1,RHOT1,TSR2,MARK2,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,TFDP1,STX18,KHSRP,ASNA1,VPS29,S100PBP,MIB2,IER2,NOP2,UBN1,DCAF15,NF1,ALKBH5,MOGS,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,KIF22,ZBTB22,OGG1,TRIM14,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,KIFAP3,BCL2,N4BP2,HP1BP3,THNSL1,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,F2R,FAM3A,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,EYA1,CDK2AP2,LETMD1,KLF13,RGS1,HDDC2,MAN1A1,FBXO5,GART,TANK,PELO,BRD7,MRPL11,SAMD4B,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,SRSF3,MBD6,IDH3B,TATDN1,ATP6V1C1,TSC2,LACTB2,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,MOB1A,RNF26,TIPARP,LRRC59,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,KRIT1,BOLA3,AHNAK,RAD18,RNASEL,CHPF2,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,COPB2,TFAP4,CD59,RNFT1,MEGF8,RIMS3,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,TRIM41,KARS,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,GLRX3,STMN1,C19orf48,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,CGGBP1,CPNE1,FAM118B,GOPC,E2F3,CIRBP,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,ZFP91,TRMT6,IP6K2,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,GTF2H2,FBXL19,TTPAL,UTP20,MAGT1,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,ASB6,PLK1,RPP25,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,PSMG1,UBE2V1,EAF2,KRTCAP2,LUC7L,LSG1,NECAP2,TRIM4,AGPAT2,CHD3,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,NMT2,IRF5,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,SIL1,FAM122A,UNC13C,BCCIP,SART1,TRAF7,TOR1AIP1,LAGE3,TM9SF3,ZNF121,OIP5,NRF1,WDR44,PPME1,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,ZNF780B,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SLC22A23,H3F3A,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,HAGH,API5,ZFR,SEC23IP,E2F1,USP20,RBPJ,PDCD6IP,MAX,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,NANS,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,CBFB,RFC2,RAB2B,MAP3K4,HHEX,MAP4,MRPL27,BTF3,PTPDC1,NMD3,PTOV1,COX5B,DNAJC5,DHPS,ANKH,VAV2,PRKAA1,C16orf87,GSPT2,TATDN3,DLGAP4,PXMP2,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,FAM192A,RPN1,LHX8,ARPC5,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,DERL1,MTHFD2,HSPBP1,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,BCL2L1,NUDT19,DECR1,RALB,SIAH1,ADCY9,LPIN2,SOCS6,TTC3,ANKLE2,OAF,VDAC2,EDF1,EML4,ERC1,ANKZF1,RAD51C,ZNF282,DSN1,HINT1,DGCR8,SAFB,HAGHL,RWDD4,FTSJ1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,SLC41A1,FAM76A,TKT,CBLL1,ARGLU1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,FJX1,FUT8,BTF3L4,PTPN11,MRPL54,FEM1B,CNN2,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,OAZ2,WDR91,HIGD2A,GPR89B,RORB,POLA2,ZNF76,MTX3,COPA,PHRF1,DST,RAB35,SIVA1,GPATCH1,TCEA1,DRAM2,TRAPPC13,SNRNP200,LAP3,NCK1,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,BAZ1B,ACBD4,CAB39,STK11,CLU,CHEK2,TSTD2,MRPL13,CHPT1,DCAF5,CAPN1,UBE2D3,PPP1R12A,ZCCHC8,GORASP1,NACA,C19orf25,RPL15,PCSK7,EPN1,THRAP3,QSOX2,TTF1,NUP205,PRPF18,CHKA,DTL,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL1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urinary_tract-bladder-carcinoma urinary_tract-bladder-carcinoma 1.08921150994303e-05 -11.427471415872 14450 2224 0.859683030537302 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,PDXP,SMC3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,RUFY3,PDLIM5,ACSF2,EXOC3,RHOG,STARD7,C5orf30,INO80E,SLC35B2,RCOR3,LCLAT1,CPNE3,KIAA1147,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,PPP1R3B,ZBTB45,HUWE1,ZNF260,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,NENF,SND1,RUFY1,TRIM65,ZER1,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,TACC3,VPS13B,PTPN18,MIOS,SNRPB,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,NCKAP1,RSAD1,TNS3,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,LRSAM1,NTPCR,NSDHL,CAMSAP1,ZNF761,METTL22,ICAM2,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,PRPF19,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,IDE,DHX16,UHRF2,XRCC3,PARD3,BCL2L12,MCM10,PDAP1,CDCA8,TMX3,GTF3A,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,NUP188,PNISR,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,CISD2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,SUPT7L,TMEM165,NPLOC4,CNOT3,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,OSTF1,FBXL7,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,RDH10,MFNG,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,TRIM28,SUPT16H,EIF3K,CHMP4A,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,CCNK,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,COMMD4,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,NAT9,PIGM,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,VPS4A,ATP6V0E1,PPP1R2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TOB1,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,POU2AF1,UBQLN4,SELPLG,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,SERF1B,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,LONP2,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,RMI2,MON1B,TMEM97,NIT2,NUF2,ZNF267,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,ZNF92,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,MFSD12,LDHB,PPP3CA,NUDT8,POLK,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,COX15,THOC1,AGRN,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,SP3,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,ATP6V0B,PDK2,STRBP,MRPL34,PDCD2,SAP30L,CLPTM1,RPL35,BTG2,DNAJC9,MTMR6,NFATC2,KDM1B,ARL5B,USP36,ATP1A1,CLK3,PSMD3,MAFK,CEP55,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,PLXNA1,CCNB1,SLC20A1,COMMD6,ASAP2,SNUPN,CNPY4,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,MAPRE1,CHTF18,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,CAST,SUZ12,RPS6KA1,RAC1,GPR89A,OLA1,GNB2,FLAD1,APLP2,KDM2A,CDKN1B,TNPO2,TALDO1,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,GAR1,PSMB9,POLG2,DHX57,NSA2,HSPA4,JAK1,GOLGA8A,TBL3,SEL1L,H2AFX,KLHDC4,PDCD11,ATMIN,POLQ,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TSHZ1,ZFP64,STRIP1,DENND4C,DENND1B,ILF3,LRRC1,RHOT1,TSR2,MARK2,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,TFDP1,STX18,KHSRP,ASNA1,VPS29,S100PBP,MIB2,IER2,NOP2,UBN1,DCAF15,NF1,ALKBH5,MOGS,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,KIF22,ZBTB22,OGG1,TRIM14,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,KIFAP3,BCL2,N4BP2,HP1BP3,THNSL1,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,F2R,FAM3A,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,EYA1,CDK2AP2,LETMD1,KLF13,RGS1,HDDC2,MAN1A1,FBXO5,GART,TANK,PELO,BRD7,MRPL11,SAMD4B,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,IDH3B,TATDN1,ATP6V1C1,TSC2,LACTB2,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,MOB1A,RNF26,TIPARP,LRRC59,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,KRIT1,BOLA3,AHNAK,RAD18,RNASEL,CHPF2,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,COPB2,TFAP4,CD59,RNFT1,MEGF8,RIMS3,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,TRIM41,KARS,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,GLRX3,STMN1,C19orf48,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,CGGBP1,CPNE1,FAM118B,GOPC,E2F3,CIRBP,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,ZFP91,TRMT6,IP6K2,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,GTF2H2,FBXL19,TTPAL,UTP20,MAGT1,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,ASB6,PLK1,RPP25,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,PSMG1,UBE2V1,EAF2,KRTCAP2,LUC7L,LSG1,NECAP2,TRIM4,AGPAT2,CHD3,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,CCP110,ZNF746,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,NMT2,IRF5,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,SIL1,FAM122A,UNC13C,BCCIP,SART1,TRAF7,TOR1AIP1,LAGE3,TM9SF3,ZNF121,OIP5,NRF1,WDR44,PPME1,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,ZNF780B,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SLC22A23,H3F3A,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,HAGH,API5,ZFR,SEC23IP,E2F1,USP20,RBPJ,PDCD6IP,MAX,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,NANS,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,CBFB,RFC2,RAB2B,MAP3K4,HHEX,MAP4,MRPL27,BTF3,PTPDC1,NMD3,PTOV1,COX5B,DNAJC5,DHPS,ANKH,VAV2,PRKAA1,C16orf87,GSPT2,TATDN3,DLGAP4,PXMP2,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,FAM192A,RPN1,LHX8,ARPC5,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,DERL1,MTHFD2,HSPBP1,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,BCL2L1,NUDT19,DECR1,RALB,SIAH1,ADCY9,LPIN2,SOCS6,TTC3,ANKLE2,OAF,VDAC2,EDF1,ERC1,ANKZF1,RAD51C,ZNF282,DSN1,HINT1,DGCR8,SAFB,HAGHL,RWDD4,FTSJ1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,SLC41A1,FAM76A,TKT,CBLL1,ARGLU1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,FJX1,FUT8,BTF3L4,PTPN11,MRPL54,FEM1B,CNN2,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,OAZ2,WDR91,HIGD2A,GPR89B,RORB,POLA2,ZNF76,MTX3,COPA,PHRF1,DST,RAB35,SIVA1,GPATCH1,TCEA1,DRAM2,TRAPPC13,SNRNP200,LAP3,NCK1,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,BAZ1B,ACBD4,CAB39,STK11,CLU,CHEK2,TSTD2,MRPL13,CHPT1,DCAF5,CAPN1,UBE2D3,PPP1R12A,ZCCHC8,GORASP1,NACA,C19orf25,RPL15,PCSK7,EPN1,THRAP3,QSOX2,TTF1,NUP205,PRPF18,CHKA,DTL,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,APOL2,N4BP2L2,SNX27,CHMP2A,CORO7,FEZ2,PMS2,UCK2,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,PON2,HNRNPR,STAT6,HPS5,MAPK1,BRD9,TMEM33,DNAJC2,TRIP12,SHPRH,SCYL1,MYO9B,GFM2,SPPL2A,FASTKD3,FGFR3,PPIG,TMEM99,H2AFY,NDUFS8,ATG13,ERI3,FBL,FRMD8,SLC35A1,MICAL3,ELOVL5,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,CDK11A,MTMR3,MEGF9,ACAT1,CENPT,PLOD3,RAB3IL1,RAB14,ADD1,KDM4A,MRPS15,XIAP,DHX8,GLUD1,PABPC4,CDK5,CALM2,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,KCNAB2,PCBP2,MLST8,PLK3,ZNF672,MRPL43,HSDL1,TOPORS,MCL1,PPFIA3,SMC2,ICMT,SLC50A1,STOML2,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,FBXL3,TFDP2,E2F2,PFKP,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,NAGPA,TIMM8B,ETV3,DHX29,TEX10,MAN1B1,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,DUSP3,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,ANKIB1,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,NUP107,ANKRD13C,MAVS,CEP63,ATF2,RBM15,DCTN1,SHOC2,PSRC1,MAP4K4,ATP6V0A1,NUSAP1,NDUFA7,DNAJA1,TAZ,TAF2,C19orf54,RPLP1,WDR7,CBLN2,FUS,GEN1,LRP8,COIL,LRCH1,GALK1,ZNF786,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,AKT1S1,KRI1,FBXO3,ERH,GATC,NDUFB4,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF862,ZNF180,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,S1PR2,SEC16A,SSR1,LIN9,PCNA,ZNF639,ETV6,PIK3R2,PPCDC,TXLNA,MYBL1,CCAR1,MRPL32,ABCC5,BAZ2A,PBXIP1,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SEPT1,SOCS4,QRSL1,OSGEPL1,GLCCI1,NUDT11,GEMIN7,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,RB1,VMP1,PPIL2,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,PREB,ABCC1,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,ARPC1A,ZNF174,PSMC4,GOLGA4,PALB2,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,SUMO2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,MINPP1,POC5,DVL2,PSMA8,TIGD5,SLC26A6,CYP20A1,PRPF3,RPSA,SRSF1,DNAJC10,SCAP,ZNF700,PLEKHG4B,TIMM17A,FAU,LTA4H,AP2S1,USP53,INTS2,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,CSNK1A1,RMI1,TFRC,PTPN2,IRF4,STARD9,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,CDKN2AIPNL,FBXO41,KPNA4,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,CHMP7,SAT2,ZNF496,TAP1,NHLRC3,IKBIP,EIF1B,KIFC1,DBNDD1,CYB5RL,PARPBP,CDC25B,DNMT1,NOL12,ORAI2,USO1,AKT2,NOL8,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,EIF2D,ITGB1,PTPN7,UQCRH,RRS1,ARRB2,RTN3,ZNF598,DDX58,WSB2,PPIB,MUT,HLA-E,MAN2B1,METTL3,CFLAR,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,TERF2,MORC3,KCTD20,SEPT8,DCTD,PKM,TOMM40,PATL1,ADSS,SERTAD2,ZFP92,NSF,DCK,ACLY,VCPIP1,PPP6R2,PPP6R3,MAP3K5,YY1,CDK2,RNF14,ZC3HAV1,SYS1,ZBTB37,URB2,MAGED1,KLHL18,SLC25A44,AP1B1,SDHA,PAIP2,PHC2,CRKL,MOAP1,TERF2IP,CYHR1,ZNF75D,SHC1,UCHL5,NAA35,CDKN2AIP,CCT2,MKLN1,HMGN4,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,R3HCC1L,TCF3,MRI1,BRAP,AGPAT3,MYNN,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,PIP5K1C,RBM17,MAT2B,PTEN,CENPJ,NCOA2,PACS2,SMC4,NEK7,NET1,PARP4,TBRG4,ANAPC2,YIF1A,SGSH,HGS,TTLL4,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,ST13,DNAJC24,ZNF107,KIF2C,SLC29A1,AGFG1,SIRT2,USP48,UBQLN2,FKBP2,CUTC,EDC3,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,JOSD1,NDUFB9,RP2,TECR,ARID4A,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,SLC25A22,WDR82,STK17B,CHAF1A,GEMIN5,COPS6,PSMC1,SLC12A7,TM9SF4,ZNF768,MED13L,TIA1,MEF2A,EPHX2,RHBDD1,NFATC3,BUD31,ZNF335,KNTC1,UBE3C,ACAD8,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,TMEM241,NAP1L1,ODF2,EXOC4,NUP62,PITPNA,KIAA1328,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,TWF2,PAIP1,ANKRD28,FARSA,ANKLE1,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,AZI2,RAD54B,DAP3,ZNF317,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,CSNK1G2,TELO2,HMGN1,ADAM17,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,MAPK3,HSPA1B,HLA-B,PLAA,ATAD2,ZNF330,OSBPL8,KBTBD7,PREPL undifferentiated_carcinoma undifferentiated_carcinoma 1.40098631387174e-05 -11.1757489664912 1431 269 0.103981445689988 2587 17385 11116,65986,4149,7249,331,10713,50804,26263,29904,9972,994,10342,25976,1786,29843,9736,578,2067,4893,208,23326,9212,899,865,91107,7454,4087,56852,8312,3688,7188,409,90850,3066,2130,389,5562,7410,51715,4853,83464,5663,79577,51320,223082,471,4436,9655,4242,9100,6016,8289,154,2002,388,355,7520,2114,51614,9063,84669,80124,54820,4217,1017,91768,1029,21,4287,1788,23451,5894,23512,5879,598,5566,3895,54467,85021,890,26233,6464,22992,5899,51377,54877,9306,1027,7267,10535,64783,1386,51755,8036,23476,2077,26610,9088,4209,23085,10155,5515,5889,5525,3716,6772,2521,2139,10721,121268,8899,8975,55593,6929,8315,641,50615,2113,2309,10459,252969,11060,55159,824,11235,5728,8313,5781,26046,89910,1385,54620,10499,2956,5170,7128,2648,1316,2011,8301,8772,9817,8030,81029,5597,5371,6992,23179,84875,7533,1642,4763,81559,1457,9294,84196,1432,329,55120,27,5906,998,221895,2120,7516,5296,9929,6917,4968,11140,5347,10801,1952,51107,4690,7428,4041,990,672,27005,6009,23219,122809,6794,11200,1855,10980,8650,64761,8649,9159,4205,9967,51735,5925,7507,596,54764,9690,9794,23152,3845,2778,6390,51562,7248,5108,79728,7534,23636,7874,6938,5564,1540,84231,5395,6597,2132,8078,7409,4193,10006,1856,5450,330,65010,2178,57602,8667,6778,11329,115426,3020,8237,57154,5594,4089,54532,19,9320,839,26511,1452,8323,26271,8916,3799,3662,2261,26039,6774,7040,3150,387,6868,23365,84759,4221,5595,7942,51382,150726,332,55247,7030,23220,10868,3516,3265 FGFR1OP,ZBTB10,MAX,TSC2,XIAP,USP39,MYEF2,FBXO22,EEF2K,NUP153,CDC25B,TFG,TIPARP,DNMT1,SENP1,USP34,BAK1,ERCC1,NRAS,AKT2,USP22,AURKB,CCNF,CBFB,TRIM47,WAS,SMAD2,RAD18,AXIN1,ITGB1,TRAF5,ARRB2,ZNF598,HDAC2,EWSR1,RHOC,PRKAA1,VAV2,RAB23,NOTCH2,APH1B,PSEN1,CDC73,MEX3C,ZNRF2,ATIC,MSH2,SOCS5,MFNG,USP10,RIT1,ARID1A,ADRB2,ELK1,RHOB,FAS,XRCC5,ETS2,ERGIC3,PIAS2,USP32,VCPIP1,NDE1,MAP3K5,CDK2,CABLES1,CDKN2A,ABCA3,ATXN3,DNMT3A,SF3B1,RAF1,SUZ12,RAC1,BCL2L1,PRKACA,KTN1,ANKIB1,REPS1,CCNA2,FBXL6,SHC1,KDM2A,RALB,UCHL5,ZCCHC2,SOCS6,CDKN1B,TTC3,RNASEH2A,RBM15,ATF2,CDK12,SHOC2,BRD4,ERF,ELP4,PKMYT1,MEF2D,ERC1,TRIM28,PPP2CA,RAD51C,PPP2R5A,JAK1,STAT1,FUS,EYA2,POLQ,RHEBL1,PRPF4B,USP13,OTUD5,TCF3,BRAP,BLM,IL21R,ETS1,FOXO3,MAD2L2,NEIL2,WWP2,RFWD3,CAPN2,PDCD10,PTEN,AXIN2,PTPN11,LTN1,UBE3B,CREB1,FBXL19,NCOA2,MSH6,PDPK1,TNFAIP3,KAT2A,KLF6,MARK2,PICALM,FADD,KEAP1,CCDC6,WNT5B,MAPK6,PML,PPP1R11,RGL1,PARP10,YWHAH,DDB1,NF1,TRIM11,CSNK2A1,S1PR2,USP48,MAPK14,BIRC2,FANCL,ABL2,RAP1A,CDC42,JAZF1,ETV6,XRCC2,PIK3R2,JOSD1,TCEA1,OGG1,CDC37,PLK1,SEPT9,CELSR2,APH1A,NCK1,VHL,LRP5,CDC6,BRCA1,USP21,RHEB,FBXO28,SOCS4,STK11,CHEK2,DVL1,COPS6,NUMB,PARP12,LAMTOR3,PCSK7,MEF2A,THRAP3,RAPGEF6,RB1,XPA,BCL2,ZRANB1,UBE3C,MAML1,CIC,KRAS,GNAS,SDHB,MBIP,TSC1,PCM1,PALB2,YWHAZ,NUP62,USP7,TCF12,PRKAB1,CYLD,TRAF7,PMS2,SMARCA4,EXT2,USP5,VAV1,MDM2,ABI1,DVL2,POU2AF1,BIRC3,SLC26A6,FANCE,USP36,EIF3H,STAT6,STK38,UHRF2,H3F3A,USP11,SMURF1,MAPK1,SMAD4,USP53,ABCA1,TRIP12,CASP6,CHIC2,CSNK1A1,FZD6,FBXO5,HERC3,KIF5B,IRF4,FGFR3,SS18L1,STAT3,TGFB1,HMGN1,RHOA,ADAM17,ARHGEF12,PCGF1,MEN1,MAPK3,TFEB,ATP6V1D,FBXO41,BIRC5,NEIL3,TFE3,DTX4,USP20,RBPJ,HRAS fibrosarcoma fibrosarcoma 1.6965559701782e-05 -10.9843251687143 32 15 0.00579822187862389 2587 17385 2778,1031,5925,2130,4893,4763,5728,23451,2120,5879,6794,3845,2521,3265,1029 GNAS,CDKN2C,RB1,EWSR1,NRAS,NF1,PTEN,SF3B1,ETV6,RAC1,STK11,KRAS,FUS,HRAS,CDKN2A myxoid myxoid 1.7668711291043e-05 -10.9437152063216 16 10 0.00386548125241593 2587 17385 2778,6938,5925,2130,4893,5728,3845,2521,10342,3265 GNAS,TCF12,RB1,EWSR1,NRAS,PTEN,KRAS,FUS,TFG,HRAS cerebral_cortex cerebral_cortex 1.83629053052023e-05 -10.9051779442666 19 11 0.00425202937765752 2587 17385 7248,4893,7249,5728,4436,84669,3845,3020,3265,2956,1029 TSC1,NRAS,TSC2,PTEN,MSH2,USP32,KRAS,H3F3A,HRAS,MSH6,CDKN2A ovary-other-neoplasm ovary-other-neoplasm 1.85435082530391e-05 -10.8953907895658 13098 2032 0.785465790490916 2587 17385 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YNM,GOT2,SIVA1,RAB35,JAZF1,HADHB,RPF2,GPATCH1,TCEA1,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,DEAF1,ZCCHC10,SNRNP200,CCDC138,NCK1,LAP3,VHL,LRBA,TMEM216,ARHGDIB,PITPNB,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,HSPB11,EIF4ENIF1,BRWD1,NIP7,U2SURP,PPM1G,SH3GLB2,MIA2,BAZ1B,ZNF268,STK11,CHEK2,CLU,VPS4A,ZSWIM3,CHPT1,MRPL13,TSTD2,ATP6V0E1,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R2,PPP1R12A,GORASP1,ZCCHC8,EPN1,PCSK7,THRAP3,PM20D2,XPNPEP3,RGS2,TTF1,QSOX2,PRPF18,NUP205,CHKA,LYAR,DTL,MED10,ZRANB1,SLC12A2,ATP6V0D1,CSNK1G3,POLR2I,TRAFD1,CREG1,NUDT4,SUGP2,GBA,EIF2A,VKORC1,CCDC71L,SLTM,ARHGAP15,EVC2,MASTL,UAP1,KLHL15,NFIL3,SIAH2,FN3KRP,SLC16A1,YWHAZ,CTSA,SNRNP70,EHD4,TMEM14A,TSEN15,ADNP2,TCF12,CHMP2A,PRKAB1,FEZ2,CORO7,MDH2,UCK2,PMS2,SMARCA4,ORC1,EXT2,MXD1,USP5,HNRNPA2B1,RRN3,UBXN2A,IARS,NVL,KIF14,CS,CYB5R1,CLTB,EBAG9,CSTF1,POU2AF1,UBQLN4,NXT1,PGGT1B,RNF25,SMU1,PCGF6,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,ALKBH6,PON2,SURF4,DUS3L,HNRNPR,HPS5,STAT6,ARNTL,ANP32E,FKBP5,CCDC125,MAPK1,ABCA1,PDCD2L,TMEM33,DNAJC2,GCLM,TRIP12,RAE1,SCYL1,NUP54,VPS45,CHIC2,PAWR,MYO9B,MXD4,DCUN1D4,PIP4K2A,GFM2,XPR1,FERMT3,SPPL2A,KIF5B,FASTKD3,FGFR3,MZT2A,KLHL20,SEC24C,PPIG,RRBP1,ZDHHC13,H2AFY,ARHGEF2,ANP32A,ATG13,LDLRAD3,FBL,ERI3,C12orf75,STAT3,FRMD8,SLC35A1,MYO5A,NIPAL3,TGFB1,TXNL1,ELOVL5,HEMK1,FAM49B,TMEM39A,PSPC1,HELB,SCFD2,RFFL,COG1,RCOR1,PRMT2,NDRG3,CDK11A,TFEB,LEMD2,SERF1B,UPF1,ELMO1,ZC3H7B,DTX4,ACAT1,MEGF9,CENPT,ZMIZ1,PLOD3,TERF1,HRAS,RAB3IL1,ZSWIM6,CCDC93,RAB14,FGFR1OP,TMED7,ADD1,MRPS15,KDM4A,XIAP,DHX8,GLUD1,CNTROB,PPP1R16B,ANKRD23,CALM2,CDK5,PSMD1,NSRP1,RABGAP1L,SRSF4,PDS5B,FNIP2,NUP153,SENP1,PCBP2,KCNAB2,PLK3,PGAP2,TMEM115,PLEKHM3,MCL1,DCUN1D5,PPFIA3,ICMT,PWWP2B,TRIM47,WDR11,AXIN1,LIMK1,ZNF689,PRDX5,MLYCD,ATP6V0C,ST3GAL2,SMG9,FBXL3,E2F2,LONP2,PFKP,AAAS,SSRP1,DDX42,NDUFV2,MRPS2,CERK,TOP2B,SLC4A2,EZH1,ITGB5,LMNA,RAVER2,DDRGK1,GNS,DDX56,EIF2S2,INPP5A,INTS7,MCM5,PHF14,ZNF326,FOXN2,UBE2QL1,CARS2,NAGPA,PRRC2A,C16orf72,RB1CC1,PGS1,DHX29,MAN1B1,TEX10,RPS10,MYBL2,UHRF1BP1,CBFA2T2,MPG,MATR3,ABCF1,CYB5A,RHOB,PTPRF,DTWD1,SCARB2,OSBPL11,CCDC86,DUSP3,SETD3,TEX30,PTAR1,CNOT6,NDE1,HEXA,SNX14,RNF139,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,SARNP,TRERF1,IVNS1ABP,UBR2,ACTR3,CHD1L,WDTC1,MYH9,CREBL2,NIPA2,NIT2,NUF2,ZNF267,PRKACA,SAFB2,TMEM161B,KTN1,APP,ANKIB1,STAM,ARL6IP6,RAB21,PRKD3,CLUAP1,ATP2A2,ZKSCAN1,UTP18,GRSF1,ZCCHC2,DDA1,NUP107,ANKRD13C,RNF19A,CEP63,MAVS,FAM76B,RBM15,CLN6,ATF2,TMEM9,GCC1,RNF169,DCTN1,ADCY7,ATP6V1G1,SHOC2,MAP4K4,RNPS1,WBP2,ATP6V0A1,CDCA2,NUSAP1,DNAJA1,NDUFA7,GPR137,DDX17,CHCHD3,TAF2,CDC16,SEC61A1,HIPK2,WDR7,CBLN2,MBOAT1,FUS,PDXK,ZBTB11,COIL,LRP8,LRCH1,ZNF786,GALK1,ANXA6,TMBIM4,SESTD1,TRAK1,GMCL1,AKT1S1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,KRI1,CAPN2,FBXO3,ERH,ADD3,GATC,NDUFB4,PPP1R8,PRDM4,DCP1A,TTLL12,SGCB,TMX1,IMPA2,HNRNPM,MFSD12,NUDC,LDHB,PDPK1,PPP3CA,TK1,TNFAIP3,POLK,GALC,ZNF512,KIAA0930,EMP3,MRPS10,MTMR12,PDE3B,DDX39A,RPA1,ZNF180,ZNF862,KIF18A,KEAP1,CCDC6,WNT5B,TATDN2,PITX1,MAPK6,CAPN7,PML,LRPPRC,C4orf46,LY75,SLC25A19,HMGB2,RGL1,PSAP,WDR76,USF2,IGBP1,FAF1,ANAPC4,SNAPIN,SRM,COX15,DDX47,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,MCCC1,CSNK2A1,CDC42SE2,S1PR2,CDIPT,SEC16A,GIT2,BIRC2,ATPAF1,SSR1,LIN9,DLG5,ABL2,PCNA,ZNF639,TRMU,PIK3R2,XRCC2,ETV6,PPCDC,TXLNA,ZFYVE27,MYBL1,MCMBP,CCAR1,PTPRK,CDC37,ABCC5,METTL1,PBXIP1,TLK1,MRPL12,LNX2,EZR,LRP5,BRCA1,PRKRA,ANLN,STX16,RAB5B,RHEB,DPYSL3,OPTN,SEPT1,TBC1D17,TONSL,SOCS4,QRSL1,PIEZO1,OSGEPL1,ZNF45,NUDT11,GLCCI1,NAA60,SEPHS2,LZTR1,CTCF,ASAH1,RACGAP1,PPP3CB,B4GALT4,DOCK11,RLF,CRLF3,RAPGEF6,LRRC14,SNRNP25,RB1,NUS1,VASP,VMP1,MEA1,TIMELESS,SLC27A4,MDFIC,MAML1,TMEM8A,ALDH18A1,ABCC1,PREB,TRAPPC9,AACS,NQO2,MEMO1,UTP15,EIF2AK1,KRAS,NFATC2IP,UBE4B,ARPC1A,EIF4G2,ZDHHC3,ZNF174,MOSPD3,GOLGA4,ITPRIPL1,CDC27,SYNCRIP,PALB2,SNAP23,PRPS2,TBPL1,PRMT7,NIPA1,RNF114,KCTD7,NDUFA5,CYLD,UGP2,FOXM1,XAB2,MRPL39,SUMO2,COPE,DUSP22,COMMD8,RPAIN,RAD23A,RPL11,ATP6V0B,PDK2,MDM2,STRBP,DUS4L,CORO1A,METTL9,MINPP1,DVL2,GM2A,SLC39A9,CLPTM1,PSMA8,COQ10B,CPOX,CYP20A1,SLC26A6,DNAJC9,MTMR6,NFATC2,PRPF3,KDM1B,TXNL4A,ARL5B,RPSA,USP36,CCDC127,SRSF1,DNAJC10,MRPL2,ATP1A1,SCAP,ZNF700,TOMM6,TIMM17A,PSMD3,CEP55,DNAJC17,ZNF436,NCOA1,LTA4H,USP53,AP2S1,ZC3HC1,ATXN7L2,INTS2,CTDP1,MIF4GD,CDC40,GOLIM4,RRP15,DAP,GNE,ARID5A,SMC6,ARFIP2,SUMF1,NKRF,GGA2,AP3S1,CSNK1A1,RMI1,BZW2,TFRC,WRNIP1,PTPN2,IRF4,SLC1A4,CWC27,TMA7,SLC35B4,ABCD1,SS18L1,DDX31,CENPM,PTGES3,RPAP3,MLEC,SNX2,ZNF202,ZMYM5,CCDC34,PPWD1,CHCHD6,BSDC1,NEU1,TPD52L2,KPNA4,FBXO41,GOLGA7,BIRC5,TWSG1,SNAP29,TFE3,CDCA7L,GLG1,PGRMC1,FAM126A,PKD2,CHMP7,RPS6KC1,SAT2,GCSH,ZNF496,NDUFB6,TMEM41B,ZDHHC8,TAP1,TMEM109,YTHDF3,NHLRC3,PLXNA1,IKBIP,SLC20A1,COMMD6,ABHD14A,ELMOD2,KIFC1,ASAP2,SNUPN,DBNDD1,CYB5RL,PARPBP,CNPY4,CDC25B,PRADC1,PLCL2,TFG,DNMT1,SEH1L,NOL12,ORAI2,ATG9A,AKT2,PBK,NOL8,GNG7,MKI67,DDX20,SLC17A5,GALNT7,AURKB,MCFD2,CCNF,FOXRED1,ZFAND5,SLC25A5,MAK16,RBM47,STT3A,TMED10,PTER,WDR4,EIF2D,ITGB1,DHTKD1,UQCRH,TRAF5,ARRB2,RTN3,ZNF598,HDAC2,DDX58,WSB2,PWWP2A,PPIB,HSPH1,MAPRE1,GMFG,MUT,HLA-E,KIF23,NDUFA4,SLC35B1,NOTCH2,PMF1,MAN2B1,METTL3,NDUFS4,CFLAR,FKBP1A,RNF121,SLC31A1,MEX3C,KLF16,SNX18,DAD1,ATIC,BDH1,CTPS1,ATP6V0A2,PCYT2,PIKFYVE,RNF135,GNAI2,LPCAT1,ANKHD1,EEF1D,TMED2,MORC3,TERF2,PIP4K2C,KCTD20,SEPT8,DCTD,FAM133B,RIT1,PLEC,TOMM40,KDM3A,FAS,ADSS,EPRS,ZNF777,SERF2,ZFP92,NSF,QARS,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,TCOF1,YY1,PPP6R2,MAP3K5,RNF14,CDK2,CABLES1,NRBP1,ZC3HAV1,DNMT3A,RWDD1,SYS1,TRIP10,ZBTB37,URB2,SF3B1,CAST,SUZ12,RPS6KA1,MAGED1,RAC1,GPR89A,EIF3D,OLA1,KLHL18,ADPGK,AP1B1,SLC25A44,SDHA,GNB2,PHC2,FLAD1,CRKL,TERF2IP,APLP2,ZNF75D,SHC1,KDM2A,UCHL5,TNPO2,CDKN1B,TALDO1,NAA35,CCT2,ATP13A1,MAPRE2,MKLN1,ERF,LYRM1,CUL3,SLBP,KIAA1586,GALK2,CDC23,AP4E1,H2AFV,SHCBP1,PSMB9,POLG2,DHX57,PRDM11,NSA2,VEZF1,HSPA4,PPP2R5A,JAK1,ACYP1,TBL3,PPA2,SEL1L,STAT1,KLHDC4,TRIM32,PDCD11,ATMIN,POLQ,RHEBL1,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,C1orf112,BABAM1,TCF3,CDCA3,BRAP,SLC25A12,MYNN,AGPAT3,BLM,SPR,FOXO3,REEP5,RAB11A,CCDC28A,MAD2L2,TMCC3,GTF2F1,MAT2B,RBM17,PTEN,CRAT,AHSA1,CENPJ,PRC1,UPF2,COPS7B,SLC38A10,CREB1,OSTC,UBE2M,IFT46,PACS2,NCOA2,SMC4,TSHZ1,ZFP64,STRIP1,DENND4C,NEK7,WDR18,PARP4,ILF3,TBRG4,ANAPC2,LRRC1,RHOT1,MARK2,TSR2,ECH1,PRDX1,YIF1A,NUCB1,GNA12,FBXO21,SGSH,HGS,C1orf131,SLC38A7,PRDX3,TTLL4,PFDN4,HNRNPH3,MFAP1,TFDP1,STX18,CCDC69,ASNA1,BRWD3,SSSCA1,VPS29,BYSL,S100PBP,ESYT2,MIB2,PTMS,UBE2E2,SKA3,NPHP4,ST13,TMEM184B,NOP2,HNRNPAB,PLXNC1,UBN1,DCAF15,NF1,ALKBH5,DNAJC24,ZNF107,UBE2Z,TAF6L,AGFG1,SIRT2,KIF2C,FKBP2,USP48,SNRPD3,UBQLN2,MAPK14,BECN1,CUTC,SNAPC4,RNF103,EDC3,BCAT2,UBLCP1,MBD4,ZNF804A,C18orf32,RAP1A,THADA,AP3S2,METTL14,DPYSL2,ATG3,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,PPP1R12C,AKR1B1,NDUFB9,JOSD1,RP2,NFU1,TTC4,TECR,OGG1,ARID4A,TRIM14,FGFR1OP2,TIMM50,COPS8,FYTTD1,TDP1,TRIM8,DPM1,FOPNL,SLC16A7,STK17B,DHX15,ABHD5,CHAF1A,UBTF,CXXC4,GEMIN5,PAF1,PQBP1,IARS2,GALNT10,COPS6,SASS6,PSMC1,STARD3NL,SLC12A7,RPS15,TBC1D12,PIGN,AGTRAP,CIB1,TIA1,MED13L,MEF2A,EPHX2,SRRT,PITHD1,RHBDD1,ZNF449,ZNF335,BUD31,CAPZA1,GLTP,YBX1,KIFAP3,BCL2,KNTC1,ACAD8,UBE3C,N4BP2,KDELR1,HP1BP3,VOPP1,TSTA3,CIC,OXR1,THNSL1,SEPT7,CAND1,GNAS,TSC1,NAP1L1,RBM25,ODF2,EXOC4,KIAA1328,PITPNA,ZFP90,NUP62,NAA20,RBBP4,PDSS2,PTDSS1,C7orf26,ZBTB24,SMARCD1,TMEM106C,MBD1,WASF2,MMACHC,TOMM20,ASH1L,IMMT,GNPNAT1,MPHOSPH8,CHERP,WDYHV1,HNRNPUL2,PLAGL2,IRF3,TWF2,CHD1,MEAF6,PAIP1,ANKRD28,ANKLE1,FARSA,CCDC50,SAR1A,AKAP8,PARL,RPN2,APOOL,CHTOP,PDIA6,F2R,FAM3A,ABI1,HTRA2,MOSPD1,RLIM,ACSL5,FAM172A,PSMB7,NLN,WIPF1,TOR1AIP2,BUD13,AZI2,NDUFB1,PEF1,BTBD1,RAD54B,TMEM41A,DAP3,ZNF317,TAB2,TULP3,GADD45B,WDR59,SCARB1,GAS2,USP11,AKNA,SMURF1,TSPAN5,CBX4,KIF3B,CDS2,GOLPH3L,SH2D3A,CASP6,EYA1,TOR3A,SRGN,MRPS26,DBF4,LETMD1,KLF13,RGS1,HDDC2,MAN1A1,FBXO5,GART,CTNNBL1,TANK,PELO,BRD7,TTC17,SLC25A1,SAMD4B,PAQR6,GINS1,ZDHHC18,GTF3C6,TELO2,CSNK1G2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,POLR3GL,MEN1,ZNF407,SYMPK,TARS,SNRPA,MFN2,MAPK3,ATAD2,OSBPL8,ZNF330,COX8A,MBD6,SRSF3,IDH3B,PREPL,TATDN1,ATP6V1C1 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,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL lung-carcinoma-undifferentiated_carcinoma lung-carcinoma-undifferentiated_carcinoma 2.15321370848098e-05 -10.745963990724 1421 266 0.102821801314264 2587 17385 11116,65986,4149,7249,331,10713,50804,26263,29904,9972,994,10342,25976,1786,29843,9736,578,2067,4893,208,23326,9212,899,865,91107,7454,4087,56852,8312,3688,7188,409,90850,3066,2130,389,5562,7410,51715,4853,83464,5663,79577,51320,223082,471,4436,9655,4242,9100,6016,154,2002,388,355,7520,2114,51614,9063,84669,80124,54820,4217,1017,91768,1029,21,4287,1788,5894,23512,5879,598,5566,3895,54467,85021,890,26233,6464,22992,5899,51377,54877,9306,1027,7267,10535,64783,1386,51755,8036,23476,2077,26610,9088,4209,23085,10155,5515,5889,5525,3716,6772,2521,2139,10721,121268,8899,8975,55593,6929,8315,641,50615,2113,2309,10459,252969,11060,55159,824,11235,5728,8313,5781,26046,89910,1385,54620,10499,2956,5170,7128,2648,1316,2011,8301,8772,9817,8030,81029,5597,5371,6992,23179,84875,7533,1642,4763,81559,1457,9294,84196,1432,329,55120,27,5906,998,221895,2120,7516,5296,9929,6917,4968,11140,5347,10801,1952,51107,4690,7428,4041,990,672,27005,6009,23219,122809,6794,11200,1855,10980,8650,64761,8649,9159,4205,9967,51735,5925,7507,596,54764,9690,9794,23152,3845,6390,2778,51562,7248,5108,79728,7534,23636,7874,6938,5564,1540,84231,5395,2132,8078,7409,4193,10006,1856,5450,330,65010,2178,57602,8667,6778,11329,115426,3020,8237,5594,57154,4089,54532,19,9320,839,26511,1452,8323,26271,8916,3799,3662,2261,26039,6774,7040,3150,387,6868,23365,84759,4221,5595,7942,51382,150726,332,55247,7030,23220,10868,3516,3265 FGFR1OP,ZBTB10,MAX,TSC2,XIAP,USP39,MYEF2,FBXO22,EEF2K,NUP153,CDC25B,TFG,TIPARP,DNMT1,SENP1,USP34,BAK1,ERCC1,NRAS,AKT2,USP22,AURKB,CCNF,CBFB,TRIM47,WAS,SMAD2,RAD18,AXIN1,ITGB1,TRAF5,ARRB2,ZNF598,HDAC2,EWSR1,RHOC,PRKAA1,VAV2,RAB23,NOTCH2,APH1B,PSEN1,CDC73,MEX3C,ZNRF2,ATIC,MSH2,SOCS5,MFNG,USP10,RIT1,ADRB2,ELK1,RHOB,FAS,XRCC5,ETS2,ERGIC3,PIAS2,USP32,VCPIP1,NDE1,MAP3K5,CDK2,CABLES1,CDKN2A,ABCA3,ATXN3,DNMT3A,RAF1,SUZ12,RAC1,BCL2L1,PRKACA,KTN1,ANKIB1,REPS1,CCNA2,FBXL6,SHC1,KDM2A,RALB,UCHL5,ZCCHC2,SOCS6,CDKN1B,TTC3,RNASEH2A,RBM15,ATF2,CDK12,SHOC2,BRD4,ERF,ELP4,PKMYT1,MEF2D,ERC1,TRIM28,PPP2CA,RAD51C,PPP2R5A,JAK1,STAT1,FUS,EYA2,POLQ,RHEBL1,PRPF4B,USP13,OTUD5,TCF3,BRAP,BLM,IL21R,ETS1,FOXO3,MAD2L2,NEIL2,WWP2,RFWD3,CAPN2,PDCD10,PTEN,AXIN2,PTPN11,LTN1,UBE3B,CREB1,FBXL19,NCOA2,MSH6,PDPK1,TNFAIP3,KAT2A,KLF6,MARK2,PICALM,FADD,KEAP1,CCDC6,WNT5B,MAPK6,PML,PPP1R11,RGL1,PARP10,YWHAH,DDB1,NF1,TRIM11,CSNK2A1,S1PR2,USP48,MAPK14,BIRC2,FANCL,ABL2,RAP1A,CDC42,JAZF1,ETV6,XRCC2,PIK3R2,JOSD1,TCEA1,OGG1,CDC37,PLK1,SEPT9,CELSR2,APH1A,NCK1,VHL,LRP5,CDC6,BRCA1,USP21,RHEB,FBXO28,SOCS4,STK11,CHEK2,DVL1,COPS6,NUMB,PARP12,LAMTOR3,PCSK7,MEF2A,THRAP3,RAPGEF6,RB1,XPA,BCL2,ZRANB1,UBE3C,MAML1,CIC,KRAS,SDHB,GNAS,MBIP,TSC1,PCM1,PALB2,YWHAZ,NUP62,USP7,TCF12,PRKAB1,CYLD,TRAF7,PMS2,EXT2,USP5,VAV1,MDM2,ABI1,DVL2,POU2AF1,BIRC3,SLC26A6,FANCE,USP36,EIF3H,STAT6,STK38,UHRF2,H3F3A,USP11,MAPK1,SMURF1,SMAD4,USP53,ABCA1,TRIP12,CASP6,CHIC2,CSNK1A1,FZD6,FBXO5,HERC3,KIF5B,IRF4,FGFR3,SS18L1,STAT3,TGFB1,HMGN1,RHOA,ADAM17,ARHGEF12,PCGF1,MEN1,MAPK3,TFEB,ATP6V1D,FBXO41,BIRC5,NEIL3,TFE3,DTX4,USP20,RBPJ,HRAS adenocarcinoma adenocarcinoma 3.29383479951398e-05 -10.3208729864111 17219 2579 0.996907614998067 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,ZNF720,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,ERV3-1,PDXP,SMC3,C4orf3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,FAM72D,EXOC3,RHOG,STARD7,VTI1A,C5orf30,INO80E,SLC35B2,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,ZNF226,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,CORO1C,NSMCE2,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,KANSL2,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,C14orf132,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,RYBP,VPS13B,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,MYO9A,BTBD10,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,CDCA8,TMX3,GTF3A,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,WBP1L,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,NUP188,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,CISD2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,FAM72C,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,CNOT3,NPLOC4,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,OSTF1,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,CDKN2A,NUDT3,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,CCNK,DNAJC8,ELP5,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,CCDC71L,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,C12orf75,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,SARNP,IVNS1ABP,RMI2,MON1B,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,HNRNPM,LYPLA2,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,LY75,C4orf46,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,SP3,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,ABRACL,ATP6V0B,PDK2,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,CLPTM1,SLC39A9,RPL29,RPL35,BTG2,DNAJC9,FRAT2,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,MAFK,PSMD3,NDUFA11,CEP55,ZNF436,DNAJC17,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,SMAP1,GOLIM4,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,TMA7,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,COPG2,JMY,NDUFAF6,FKBP1A,SLC31A1,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,FAM133B,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,CAST,SUZ12,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,GOLGA8A,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,STRIP1,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,TSR2,ECH1,PRDX1,PLD3,NUCB1,GNA12,FBXO21,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,BYSL,VPS29,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,UBE2Z,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,IMPAD1,ZNHIT6,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,C22orf46,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,SCYL3,TMEM14C,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,SRSF3,MBD6,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ANKRD39,ZNF275,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,MGAT5,RHBDD2,BAK1,ZNF559,RHOBTB3,GABPA,NUTF2,WBP1,GINS4,ARF4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,SMNDC1,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,CD59,TFAP4,RNFT1,RIMS3,MEGF8,FBXO7,EFTUD2,MRPL21,CPSF4,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,TMEM159,ZNF830,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,PTTG1,ANK3,TPX2,TBC1D13,DAZAP2,STMN1,GLRX3,C19orf48,CBWD5,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,SZRD1,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,CRNKL1,E2F3,CIRBP,RPL38,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,DMWD,SNRPG,CENPBD1,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,RRP36,NEIL2,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,ITGB8,CBWD2,COQ4,ARF5,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,GPS2,DBI,MRFAP1L1,SSNA1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,ZBED5,CKAP2L,PSMG1,UBE2V1,IL12RB1,EAF2,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,ALG3,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,FAM53C,DNAJB2,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,RAB6A,DNAJB1,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,IRF5,NMT2,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,FAM122A,SIL1,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,OIP5,NRF1,WDR44,PIN1,PPME1,EFCAB11,RPAP1,CABLES2,TOP1MT,LMAN1,AHCYL1,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,KIAA0040,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,NADSYN1,CMAS,UNK,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,CSRP1,HMGN5,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,S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,MAD2L2,CCDC28A,PIP5K1C,RBM17,MAT2B,PTEN,CENPJ,TAGLN2,OSTC,CREB1,PACS2,NCOA2,SMC4,RNASEH2C,NEK7,NET1,PARP4,TBRG4,ANAPC2,RPL27A,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,TMEM184B,ST13,DNAJC24,ZNF107,KIF2C,SLC29A1,AGFG1,SIRT2,FKBP2,USP48,SNRPD3,UBQLN2,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,JOSD1,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,BANF1,BUD31,ZNF335,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,PSMA1,TMEM241,SEPT7,NAP1L1,NSMF,ODF2,EXOC4,KIAA1328,NUP62,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKRD28,ANKLE1,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,DAP3,TMEM41A,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL breast-carcinoma-HER-positive_carcinoma breast-carcinoma-HER-positive_carcinoma 4.32566849219653e-05 -10.0483587718606 2055 367 0.141863161963664 2587 17385 11116,65986,4149,25957,7249,331,10713,50804,26263,29904,9972,994,10342,25976,1786,29843,117246,9736,578,2067,4893,208,389072,23326,9212,899,292,865,91107,7454,4087,56852,8312,4134,3688,8473,7188,409,90850,3066,2130,63967,9703,389,3133,7410,5562,51715,9744,440275,4853,83464,5663,79577,84313,51320,223082,471,4436,50628,200576,9655,55274,9648,3475,7916,54505,6204,4242,9100,6016,8289,154,2002,388,355,7520,5792,10916,2114,51614,9063,84669,80124,6949,54820,4217,55291,1017,91768,1029,9595,21,84324,4287,1788,9185,5894,23512,23304,5879,598,5566,3895,85021,54467,1666,890,26233,25909,6464,22992,9110,5899,51377,79876,54877,9306,23107,1027,7267,25897,10535,64783,1386,23144,51755,8036,23476,4289,2077,7884,26610,9088,4209,23085,10155,10521,5515,5889,5525,3716,6772,2521,54758,348654,2139,10721,121268,8899,8975,55593,55732,6929,8315,641,50615,2113,2309,25901,10459,252969,57458,11060,55159,824,11235,10075,5728,8313,5781,308,26046,89910,1385,54620,53373,10499,2956,5170,55734,7128,2648,54939,1316,2011,8301,8772,9467,9817,5426,8030,11244,81029,5597,23473,5371,60386,6992,8446,23179,84875,7533,1642,4763,60313,81559,116496,1457,9294,84196,1432,329,51076,10992,8930,55120,27,5906,998,51193,221895,5296,2120,7516,9929,6917,4968,10498,11140,5347,1952,10801,4690,51107,7428,6241,990,4041,672,58508,27005,6009,1665,23219,23350,122809,9031,6794,1855,11200,10980,8650,64761,8649,9159,4205,9967,51735,23165,51514,5925,9738,7507,9646,596,9794,9690,54764,55728,83696,23152,50814,262,3845,2778,6390,7248,51562,150771,5108,996,10492,79728,4957,7534,23636,22850,6602,6938,7874,5564,1540,84231,7360,11316,5395,2132,1105,8078,7409,4193,10849,10006,1856,5450,330,65010,2739,2178,8667,57602,90592,5933,11329,6778,115426,55192,8648,8237,3020,57154,5594,19,54532,4089,57508,60682,9320,839,2138,79677,26511,285362,1452,84340,8323,26271,3799,8916,2261,3662,27252,26039,6774,9837,7040,51105,6868,3150,387,23365,84759,4221,7942,5595,3840,51382,150726,332,55247,7030,56987,23220,10868,3516,3265 FGFR1OP,ZBTB10,MAX,PNISR,TSC2,XIAP,USP39,MYEF2,FBXO22,EEF2K,NUP153,CDC25B,TFG,TIPARP,DNMT1,SENP1,FTSJ3,USP34,BAK1,ERCC1,NRAS,AKT2,PLEKHM3,USP22,AURKB,CCNF,SLC25A5,CBFB,TRIM47,WAS,SMAD2,RAD18,AXIN1,MAP4,ITGB1,OGT,TRAF5,ARRB2,ZNF598,HDAC2,EWSR1,CLSPN,KIAA0100,RHOC,HLA-E,VAV2,PRKAA1,RAB23,ACAP1,EIF2AK4,NOTCH2,APH1B,PSEN1,CDC73,VPS25,MEX3C,ZNRF2,ATIC,MSH2,GEMIN4,PIKFYVE,SOCS5,PHF10,GCC2,IFRD1,PRRC2A,DHX29,RPS10,MFNG,USP10,RIT1,ARID1A,ADRB2,ELK1,RHOB,FAS,XRCC5,PTPRF,MAGED2,ETS2,ERGIC3,PIAS2,USP32,VCPIP1,TCOF1,NDE1,MAP3K5,PPP6R3,CDK2,CABLES1,CDKN2A,CYTIP,ABCA3,SARNP,ATXN3,DNMT3A,REPS2,RAF1,SUZ12,UBR2,RAC1,BCL2L1,PRKACA,KTN1,REPS1,ANKIB1,DECR1,CCNA2,FBXL6,AHCTF1,SHC1,KDM2A,MTMR4,RALB,UCHL5,UBA5,ZCCHC2,SOCS6,MRPS27,CDKN1B,TTC3,RNF19A,RNASEH2A,RBM15,ATF2,ZC3H3,CDK12,SHOC2,BRD4,MKLN1,ERF,SLBP,ELP4,PKMYT1,MEF2D,ERC1,TRIM28,DDX17,PPP2CA,RAD51C,PPP2R5A,JAK1,STAT1,FUS,KLHDC4,GEN1,EYA2,POLQ,RHEBL1,PRPF4B,USP13,OTUD5,C1orf112,TCF3,BRAP,BLM,IL21R,ETS1,FOXO3,CCDC28A,MAD2L2,NEIL2,TMCC3,WWP2,RFWD3,CAPN2,PDCD10,HUWE1,PTEN,AXIN2,PTPN11,ANXA5,LTN1,UBE3B,CREB1,FBXL19,TPCN1,NCOA2,MSH6,PDPK1,ZFP64,TNFAIP3,KAT2A,COMMD4,KLF6,MARK2,PICALM,FADD,SH3BP5,KEAP1,POLE,CCDC6,ZHX1,WNT5B,MAPK6,CAPN7,PML,SLC25A19,PPP1R11,DUSP11,RGL1,PARP10,YWHAH,DDB1,NF1,GPBP1L1,TRIM11,FAM129A,CSNK2A1,S1PR2,USP48,MAPK14,BIRC2,CUTC,SF3B2,MBD4,FANCL,ABL2,RAP1A,CDC42,ZNF639,JAZF1,PIK3R2,ETV6,XRCC2,JOSD1,TCEA1,OGG1,CARM1,CDC37,PLK1,CELSR2,SEPT9,NCK1,APH1A,VHL,RRM2,CDC6,LRP5,BRCA1,KMT2C,USP21,RHEB,DHX15,FBXO28,U2SURP,SOCS4,BAZ1B,STK11,DVL1,CHEK2,COPS6,NUMB,PARP12,LAMTOR3,PCSK7,MEF2A,THRAP3,RAPGEF6,NUP205,DTL,RB1,CCP110,XPA,CTR9,BCL2,MAML1,UBE3C,ZRANB1,N4BP2,TRAPPC9,CIC,NSDHL,AMD1,KRAS,GNAS,SDHB,TSC1,MBIP,ITPRIPL1,PCM1,CDC27,SYNCRIP,PALB2,ODF2,YWHAZ,NUP62,ADNP2,SMARCD1,TCF12,USP7,PRKAB1,CYLD,TRAF7,UGP2,COPE,PMS2,EXT2,CHD1,USP5,VAV1,MDM2,CD3EAP,ABI1,DVL2,POU2AF1,BIRC3,SLC26A6,GLO1,FANCE,EIF3H,USP36,ZNF700,RBL1,STK38,STAT6,UHRF2,DNAJC17,NCOA1,USP11,H3F3A,SMURF1,MAPK1,ABCA1,USP53,SMAD4,INTS2,SMAP1,TRIP12,CASP6,EYA1,SMC6,CHIC2,SUMF1,CSNK1A1,GFM2,FZD6,FBXO5,KIF5B,HERC3,FGFR3,IRF4,KLHL20,SS18L1,STAT3,GINS1,TGFB1,PHF20L1,ADAM17,HMGN1,RHOA,ARHGEF12,PCGF1,MEN1,TFEB,MAPK3,KPNA4,ATP6V1D,FBXO41,BIRC5,NEIL3,TFE3,BBX,DTX4,USP20,RBPJ,HRAS HER-positive_carcinoma HER-positive_carcinoma 4.32566849219653e-05 -10.0483587718606 2055 367 0.141863161963664 2587 17385 11116,65986,4149,25957,7249,331,10713,50804,26263,29904,9972,994,10342,25976,1786,29843,117246,9736,578,2067,4893,208,389072,23326,9212,899,292,865,91107,7454,4087,56852,8312,4134,3688,8473,7188,409,90850,3066,2130,63967,9703,389,3133,7410,5562,51715,9744,440275,4853,83464,5663,79577,84313,51320,223082,471,4436,50628,200576,9655,55274,9648,3475,7916,54505,6204,4242,9100,6016,8289,154,2002,388,355,7520,5792,10916,2114,51614,9063,84669,80124,6949,54820,4217,55291,1017,91768,1029,9595,21,84324,4287,1788,9185,5894,23512,23304,5879,598,5566,3895,85021,54467,1666,890,26233,25909,6464,22992,9110,5899,51377,79876,54877,9306,23107,1027,7267,25897,10535,64783,1386,23144,51755,8036,23476,4289,2077,7884,26610,9088,4209,23085,10155,10521,5515,5889,5525,3716,6772,2521,54758,348654,2139,10721,121268,8899,8975,55593,55732,6929,8315,641,50615,2113,2309,25901,10459,252969,57458,11060,55159,824,11235,10075,5728,8313,5781,308,26046,89910,1385,54620,53373,10499,2956,5170,55734,7128,2648,54939,1316,2011,8301,8772,9467,9817,5426,8030,11244,81029,5597,23473,5371,60386,6992,8446,23179,84875,7533,1642,4763,60313,81559,116496,1457,9294,84196,1432,329,51076,10992,8930,55120,27,5906,998,51193,221895,5296,2120,7516,9929,6917,4968,10498,11140,5347,1952,10801,4690,51107,7428,6241,990,4041,672,58508,27005,6009,1665,23219,23350,122809,9031,6794,1855,11200,10980,8650,64761,8649,9159,4205,9967,51735,23165,51514,5925,9738,7507,9646,596,9794,9690,54764,55728,83696,23152,50814,262,3845,2778,6390,7248,51562,150771,5108,996,10492,79728,4957,7534,23636,22850,6602,6938,7874,5564,1540,84231,7360,11316,5395,2132,1105,8078,7409,4193,10849,10006,1856,5450,330,65010,2739,2178,8667,57602,90592,5933,11329,6778,115426,55192,8648,8237,3020,57154,5594,19,54532,4089,57508,60682,9320,839,2138,79677,26511,285362,1452,84340,8323,26271,3799,8916,2261,3662,27252,26039,6774,9837,7040,51105,6868,3150,387,23365,84759,4221,7942,5595,3840,51382,150726,332,55247,7030,56987,23220,10868,3516,3265 FGFR1OP,ZBTB10,MAX,PNISR,TSC2,XIAP,USP39,MYEF2,FBXO22,EEF2K,NUP153,CDC25B,TFG,TIPARP,DNMT1,SENP1,FTSJ3,USP34,BAK1,ERCC1,NRAS,AKT2,PLEKHM3,USP22,AURKB,CCNF,SLC25A5,CBFB,TRIM47,WAS,SMAD2,RAD18,AXIN1,MAP4,ITGB1,OGT,TRAF5,ARRB2,ZNF598,HDAC2,EWSR1,CLSPN,KIAA0100,RHOC,HLA-E,VAV2,PRKAA1,RAB23,ACAP1,EIF2AK4,NOTCH2,APH1B,PSEN1,CDC73,VPS25,MEX3C,ZNRF2,ATIC,MSH2,GEMIN4,PIKFYVE,SOCS5,PHF10,GCC2,IFRD1,PRRC2A,DHX29,RPS10,MFNG,USP10,RIT1,ARID1A,ADRB2,ELK1,RHOB,FAS,XRCC5,PTPRF,MAGED2,ETS2,ERGIC3,PIAS2,USP32,VCPIP1,TCOF1,NDE1,MAP3K5,PPP6R3,CDK2,CABLES1,CDKN2A,CYTIP,ABCA3,SARNP,ATXN3,DNMT3A,REPS2,RAF1,SUZ12,UBR2,RAC1,BCL2L1,PRKACA,KTN1,REPS1,ANKIB1,DECR1,CCNA2,FBXL6,AHCTF1,SHC1,KDM2A,MTMR4,RALB,UCHL5,UBA5,ZCCHC2,SOCS6,MRPS27,CDKN1B,TTC3,RNF19A,RNASEH2A,RBM15,ATF2,ZC3H3,CDK12,SHOC2,BRD4,MKLN1,ERF,SLBP,ELP4,PKMYT1,MEF2D,ERC1,TRIM28,DDX17,PPP2CA,RAD51C,PPP2R5A,JAK1,STAT1,FUS,KLHDC4,GEN1,EYA2,POLQ,RHEBL1,PRPF4B,USP13,OTUD5,C1orf112,TCF3,BRAP,BLM,IL21R,ETS1,FOXO3,CCDC28A,MAD2L2,NEIL2,TMCC3,WWP2,RFWD3,CAPN2,PDCD10,HUWE1,PTEN,AXIN2,PTPN11,ANXA5,LTN1,UBE3B,CREB1,FBXL19,TPCN1,NCOA2,MSH6,PDPK1,ZFP64,TNFAIP3,KAT2A,COMMD4,KLF6,MARK2,PICALM,FADD,SH3BP5,KEAP1,POLE,CCDC6,ZHX1,WNT5B,MAPK6,CAPN7,PML,SLC25A19,PPP1R11,DUSP11,RGL1,PARP10,YWHAH,DDB1,NF1,GPBP1L1,TRIM11,FAM129A,CSNK2A1,S1PR2,USP48,MAPK14,BIRC2,CUTC,SF3B2,MBD4,FANCL,ABL2,RAP1A,CDC42,ZNF639,JAZF1,PIK3R2,ETV6,XRCC2,JOSD1,TCEA1,OGG1,CARM1,CDC37,PLK1,CELSR2,SEPT9,NCK1,APH1A,VHL,RRM2,CDC6,LRP5,BRCA1,KMT2C,USP21,RHEB,DHX15,FBXO28,U2SURP,SOCS4,BAZ1B,STK11,DVL1,CHEK2,COPS6,NUMB,PARP12,LAMTOR3,PCSK7,MEF2A,THRAP3,RAPGEF6,NUP205,DTL,RB1,CCP110,XPA,CTR9,BCL2,MAML1,UBE3C,ZRANB1,N4BP2,TRAPPC9,CIC,NSDHL,AMD1,KRAS,GNAS,SDHB,TSC1,MBIP,ITPRIPL1,PCM1,CDC27,SYNCRIP,PALB2,ODF2,YWHAZ,NUP62,ADNP2,SMARCD1,TCF12,USP7,PRKAB1,CYLD,TRAF7,UGP2,COPE,PMS2,EXT2,CHD1,USP5,VAV1,MDM2,CD3EAP,ABI1,DVL2,POU2AF1,BIRC3,SLC26A6,GLO1,FANCE,EIF3H,USP36,ZNF700,RBL1,STK38,STAT6,UHRF2,DNAJC17,NCOA1,USP11,H3F3A,SMURF1,MAPK1,ABCA1,USP53,SMAD4,INTS2,SMAP1,TRIP12,CASP6,EYA1,SMC6,CHIC2,SUMF1,CSNK1A1,GFM2,FZD6,FBXO5,KIF5B,HERC3,FGFR3,IRF4,KLHL20,SS18L1,STAT3,GINS1,TGFB1,PHF20L1,ADAM17,HMGN1,RHOA,ARHGEF12,PCGF1,MEN1,TFEB,MAPK3,KPNA4,ATP6V1D,FBXO41,BIRC5,NEIL3,TFE3,BBX,DTX4,USP20,RBPJ,HRAS ACTH_non_functioning ACTH_non_functioning 4.37455685983572e-05 -10.0371202394712 9 7 0.00270583687669115 2587 17385 1031,5925,3845,4893,3265,8312,1029 CDKN2C,RB1,KRAS,NRAS,HRAS,AXIN1,CDKN2A central_nervous_system-medulla-glioma-astrocytoma_Grade_I central_nervous_system-medulla-glioma-astrocytoma_Grade_I 4.37455685983572e-05 -10.0371202394712 9 7 0.00270583687669115 2587 17385 3845,4893,4763,5728,3265,1029,5781 KRAS,NRAS,NF1,PTEN,HRAS,CDKN2A,PTPN11 skin-benign_melanocytic_nevus-Spitz skin-benign_melanocytic_nevus-Spitz 5.39033857535249e-05 -9.82831726655785 24 12 0.00463857750289911 2587 17385 3799,114825,4893,55596,3845,23085,3265,3105,1029,4644,4000,1639 KIF5B,PWWP2A,NRAS,ZCCHC8,KRAS,ERC1,HRAS,HLA-A,CDKN2A,MYO5A,LMNA,DCTN1 soft_tissue-fibrous_tissue_and_uncertain_origin-malignant_fibrous_histiocytoma-pleomorphic_sarcoma-myxoid soft_tissue-fibrous_tissue_and_uncertain_origin-malignant_fibrous_histiocytoma-pleomorphic_sarcoma-myxoid 6.60009211164042e-05 -9.62584185972608 7 6 0.00231928875144956 2587 17385 5925,3845,2521,4893,5728,3265 RB1,KRAS,FUS,NRAS,PTEN,HRAS soft_tissue-fibrous_tissue_and_uncertain_origin-myxoma soft_tissue-fibrous_tissue_and_uncertain_origin-myxoma 6.60009211164042e-05 -9.62584185972608 7 6 0.00231928875144956 2587 17385 2778,3845,2521,2130,4893,3265 GNAS,KRAS,FUS,EWSR1,NRAS,HRAS pancreas-carcinoid-endocrine_tumour-vipoma pancreas-carcinoid-endocrine_tumour-vipoma 6.60009211164042e-05 -9.62584185972608 7 6 0.00231928875144956 2587 17385 2778,3845,4221,5728,7428,4089 GNAS,KRAS,MEN1,PTEN,VHL,SMAD4 acetabulum acetabulum 7.27241691919716e-05 -9.52883677761565 5 5 0.00193274062620796 2587 17385 2778,5925,2130,3265,1029 GNAS,RB1,EWSR1,HRAS,CDKN2A haematopoietic_and_lymphoid_tissue-abdomen-lymphoid_neoplasm-Burkitt_lymphoma haematopoietic_and_lymphoid_tissue-abdomen-lymphoid_neoplasm-Burkitt_lymphoma 7.27241691919716e-05 -9.52883677761565 5 5 0.00193274062620796 2587 17385 5925,3845,4893,3265,1029 RB1,KRAS,NRAS,HRAS,CDKN2A haematopoietic_and_lymphoid_tissue-mouth-lymphoid_neoplasm-Burkitt_lymphoma haematopoietic_and_lymphoid_tissue-mouth-lymphoid_neoplasm-Burkitt_lymphoma 7.27241691919716e-05 -9.52883677761565 5 5 0.00193274062620796 2587 17385 5925,3845,4893,3265,1029 RB1,KRAS,NRAS,HRAS,CDKN2A Spitz Spitz 8.96479879463284e-05 -9.31961980159691 25 12 0.00463857750289911 2587 17385 3799,114825,4893,55596,3845,23085,3265,3105,1029,4644,4000,1639 KIF5B,PWWP2A,NRAS,ZCCHC8,KRAS,ERC1,HRAS,HLA-A,CDKN2A,MYO5A,LMNA,DCTN1 adrenal_gland-adrenal_gland-adrenal_cortical_carcinoma adrenal_gland-adrenal_gland-adrenal_cortical_carcinoma 9.25931600167405e-05 -9.28729528495029 36 15 0.00579822187862389 2587 17385 2778,5925,1788,4893,4763,5728,23451,8312,4436,6794,3845,3020,4221,3265,1029 GNAS,RB1,DNMT3A,NRAS,NF1,PTEN,SF3B1,AXIN1,MSH2,STK11,KRAS,H3F3A,MEN1,HRAS,CDKN2A Hodgkin_lymphoma Hodgkin_lymphoma 0.000110406999836449 -9.11133702181558 29 13 0.0050251256281407 2587 17385 1031,22872,5108,1540,4893,7128,5728,23451,2120,3845,6774,3265,1029 CDKN2C,SEC31A,PCM1,CYLD,NRAS,TNFAIP3,PTEN,SF3B1,ETV6,KRAS,STAT3,HRAS,CDKN2A skin-arm-benign_melanocytic_nevus-Spitz skin-arm-benign_melanocytic_nevus-Spitz 0.000111111668487249 -9.1049748399457 22 11 0.00425202937765752 2587 17385 3799,114825,4893,55596,3845,3265,23085,3105,4644,4000,1639 KIF5B,PWWP2A,NRAS,ZCCHC8,KRAS,HRAS,ERC1,HLA-A,MYO5A,LMNA,DCTN1 ovary-carcinoma-small_cell_carcinoma ovary-carcinoma-small_cell_carcinoma 0.000111506933417999 -9.10142378587632 125 35 0.0135291843834557 2587 17385 1788,1540,7249,196528,4763,23451,6597,4853,79577,1031,2261,5925,5728,4436,5781,2956,4893,7128,23152,7428,3845,672,55193,8289,4221,58508,5605,2778,7248,3716,6794,3265,4089,1029,8880 DNMT3A,CYLD,TSC2,ARID2,NF1,SF3B1,SMARCA4,NOTCH2,CDC73,CDKN2C,FGFR3,RB1,PTEN,MSH2,PTPN11,MSH6,NRAS,TNFAIP3,CIC,VHL,KRAS,BRCA1,PBRM1,ARID1A,MEN1,KMT2C,MAP2K2,GNAS,TSC1,JAK1,STK11,HRAS,SMAD4,CDKN2A,FUBP1 sarcoma sarcoma 0.000122520892772646 -9.00722898927595 57 20 0.00773096250483185 2587 17385 2130,4893,23451,5879,3845,27436,2778,1031,2261,5925,5728,8312,221895,2120,5781,2521,3020,6774,3265,1029 EWSR1,NRAS,SF3B1,RAC1,KRAS,EML4,GNAS,CDKN2C,FGFR3,RB1,PTEN,AXIN1,JAZF1,ETV6,PTPN11,FUS,H3F3A,STAT3,HRAS,CDKN2A undifferentiated_adenocarcinoma undifferentiated_adenocarcinoma 0.000129623708361179 -8.95087485589101 53 19 0.00734441437959026 2587 17385 4893,4763,7428,3845,8289,672,58508,2778,5925,2261,5728,5781,4436,6794,3020,4089,3265,1029,2956 NRAS,NF1,VHL,KRAS,ARID1A,BRCA1,KMT2C,GNAS,RB1,FGFR3,PTEN,PTPN11,MSH2,STK11,H3F3A,SMAD4,HRAS,CDKN2A,MSH6 stomach-carcinoma-undifferentiated_adenocarcinoma stomach-carcinoma-undifferentiated_adenocarcinoma 0.000129623708361179 -8.95087485589101 53 19 0.00734441437959026 2587 17385 4893,4763,7428,3845,672,8289,58508,2778,5925,2261,5728,4436,5781,6794,3020,4089,3265,2956,1029 NRAS,NF1,VHL,KRAS,BRCA1,ARID1A,KMT2C,GNAS,RB1,FGFR3,PTEN,MSH2,PTPN11,STK11,H3F3A,SMAD4,HRAS,MSH6,CDKN2A central_nervous_system-brain-glioma-astrocytoma central_nervous_system-brain-glioma-astrocytoma 0.000134425843695398 -8.91449785896018 37 15 0.00579822187862389 2587 17385 1031,2261,4893,4763,5728,7428,23152,23451,57120,5781,3845,3020,3265,1029,8880 CDKN2C,FGFR3,NRAS,NF1,PTEN,VHL,CIC,SF3B1,GOPC,PTPN11,KRAS,H3F3A,HRAS,CDKN2A,FUBP1 ovary-carcinoma-undifferentiated_carcinoma ovary-carcinoma-undifferentiated_carcinoma 0.000138479353360062 -8.88478931666195 41 16 0.00618477000386548 2587 17385 2778,2261,5925,1788,4893,7249,4763,5728,6597,3845,672,8289,4089,3265,1029,2956 GNAS,FGFR3,RB1,DNMT3A,NRAS,TSC2,NF1,PTEN,SMARCA4,KRAS,BRCA1,ARID1A,SMAD4,HRAS,CDKN2A,MSH6 papillary_carcinoma papillary_carcinoma 0.000142748388948838 -8.85442699531434 112 32 0.012369540007731 2587 17385 23451,3895,3799,54534,2261,5925,5728,57721,84922,2120,5781,10342,4893,259266,7428,208,3845,4221,27436,5605,23085,9467,2778,5108,79026,8030,60412,6794,3265,4089,8086,1029 SF3B1,KTN1,KIF5B,MRPL50,FGFR3,RB1,PTEN,METTL14,FIZ1,ETV6,PTPN11,TFG,NRAS,ASPM,VHL,AKT2,KRAS,MEN1,EML4,MAP2K2,ERC1,SH3BP5,GNAS,PCM1,AHNAK,CCDC6,EXOC4,STK11,HRAS,SMAD4,AAAS,CDKN2A thyroid-carcinoma-papillary_carcinoma thyroid-carcinoma-papillary_carcinoma 0.000142748388948838 -8.85442699531434 112 32 0.012369540007731 2587 17385 23451,3895,3799,54534,2261,5925,5728,57721,84922,2120,5781,10342,4893,259266,7428,208,3845,4221,27436,5605,23085,9467,2778,5108,79026,8030,60412,6794,3265,4089,8086,1029 SF3B1,KTN1,KIF5B,MRPL50,FGFR3,RB1,PTEN,METTL14,FIZ1,ETV6,PTPN11,TFG,NRAS,ASPM,VHL,AKT2,KRAS,MEN1,EML4,MAP2K2,ERC1,SH3BP5,GNAS,PCM1,AHNAK,CCDC6,EXOC4,STK11,HRAS,SMAD4,AAAS,CDKN2A renal_pelvis renal_pelvis 0.000149055583972518 -8.81119127478805 16 9 0.00347893312717433 2587 17385 2261,4893,5728,7428,2120,3845,3265,2956,1029 FGFR3,NRAS,PTEN,VHL,ETV6,KRAS,HRAS,MSH6,CDKN2A pituitary-adenoma-PRL pituitary-adenoma-PRL 0.000151560338836197 -8.79452673615923 13 8 0.00309238500193274 2587 17385 2778,1031,5925,4893,3845,4221,3265,1029 GNAS,CDKN2C,RB1,NRAS,KRAS,MEN1,HRAS,CDKN2A skin-malignant_melanoma-lentigo_maligna skin-malignant_melanoma-lentigo_maligna 0.000151560338836197 -8.79452673615923 13 8 0.00309238500193274 2587 17385 4893,5728,23451,5879,3845,4221,3265,1029 NRAS,PTEN,SF3B1,RAC1,KRAS,MEN1,HRAS,CDKN2A PRL PRL 0.000151560338836197 -8.79452673615923 13 8 0.00309238500193274 2587 17385 2778,1031,5925,4893,3845,4221,3265,1029 GNAS,CDKN2C,RB1,NRAS,KRAS,MEN1,HRAS,CDKN2A cervix-carcinoma-adenocarcinoma cervix-carcinoma-adenocarcinoma 0.000151560338836197 -8.79452673615923 13 8 0.00309238500193274 2587 17385 2261,4893,5728,8312,6794,3845,3265,1029 FGFR3,NRAS,PTEN,AXIN1,STK11,KRAS,HRAS,CDKN2A liver-carcinoma liver-carcinoma 0.000155909173356798 -8.76623694234363 15799 2399 0.927328952454581 2587 17385 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DF1,EML4,ERC1,ANKZF1,ZNF282,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,FTSJ1,RWDD4,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,B4GALT5,SLC41A1,FAM76A,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FJX1,FUT8,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,NDUFS5,WDR91,POLA2,ZNF76,MTX3,COPA,UQCR10,PHRF1,HMGXB3,ABCB10,COMMD5,MAP1LC3B,DST,RAB35,SIVA1,GPATCH1,DRAM2,DEAF1,TRAPPC13,SNRNP200,LAP3,NCK1,VHL,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,ACBD4,STK11,CLU,CHEK2,ZSWIM3,TSTD2,CHPT1,MRPL13,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,UBXN1,NACA,C19orf25,RPL15,PCSK7,EPN1,THRAP3,QSOX2,TTF1,PRPF18,NUP205,CHKA,DTL,MED10,ZRANB1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,APOL2,N4BP2L2,CHMP2A,CORO7,FEZ2,PMS2,UCK2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,PON2,HNRNPR,HPS5,STAT6,MAPK1,BRD9,TMEM33,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,MYO9B,GFM2,SPPL2A,FASTKD3,MZT2A,PPIG,ZDHHC13,TMEM99,H2AFY,NDUFS8,ATG13,ERI3,FBL,SLC35A1,FRMD8,MICAL3,TGFB1,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,ARL17A,CDK11A,MEGF9,ACAT1,CENPT,PLOD3,RAB3IL1,ZSWIM6,RAB14,ADD1,KDM4A,MRPS15,XIAP,DHX8,GLUD1,ANKRD23,PABPC4,CDK5,CALM2,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,MLST8,PLK3,ZNF672,HSDL1,MRPL43,PPFIA3,SMC2,ICMT,SLC50A1,STOML2,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,ST3GAL2,ATP6V0C,FBXL3,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,UBE2QL1,NAGPA,TIMM8B,TSPYL4,TSPAN31,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,DUSP3,SLAIN1,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,ANKIB1,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,NUP107,ANKRD13C,MAVS,CEP63,ATF2,DCTN1,SHOC2,MAP4K4,WBP2,ATP6V0A1,NUSAP1,NDUFA7,DNAJA1,TAF2,C19orf54,SEC61A1,RPLP1,WDR7,CBLN2,FUS,LRP8,COIL,LRCH1,GALK1,ZNF786,RPS2,SESTD1,TRAK1,SIKE1,AKT1S1,KRI1,FBXO3,ERH,GATC,NDUFB4,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF180,ZNF862,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,SEC16A,SSR1,LIN9,PCNA,ZNF639,TRMU,ETV6,PIK3R2,TXLNA,PPCDC,FAM86C1,MYBL1,CCAR1,MRPL32,ABCC5,BAZ2A,PBXIP1,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SEPT1,SOCS4,QRSL1,PIEZO1,OSGEPL1,GLCCI1,NUDT11,NAA60,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,MED8,VMP1,PPIL2,TIMELESS,AHDC1,ALDH18A1,TMEM8A,PREB,ABCC1,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,LY6E,ARPC1A,ZNF174,PSMC4,GOLGA4,SYNCRIP,PALB2,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,SUMO2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,METTL9,MINPP1,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,ZNF700,SCAP,PLEKHG4B,TIMM17A,FAU,LTA4H,AP2S1,USP53,INTS2,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,AP3S1,CSNK1A1,RMI1,TFRC,PTPN2,STARD9,GSTK1,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CHCHD6,BSDC1,KPNA4,CDKN2AIPNL,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,GCSH,ZNF496,TAP1,YTHDF3,NHLRC3,IKBIP,EIF1B,ELMOD2,KIFC1,DBNDD1,CYB5RL,PARPBP,CDC25B,PRADC1,DNMT1,NOL12,ORAI2,AKT2,NOL8,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,PSMD8,EIF2D,ITGB1,PTPN7,UQCRH,ARRB2,RTN3,ZNF598,SVIP,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,NDUFA4,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,MORC3,TERF2,KCTD20,SEPT8,DCTD,PKM,TOMM40,PATL1,ADSS,SERTAD2,SERF2,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,YY1,PPP6R3,MAP3K5,PPP6R2,RNF14,CDK2,ZC3HAV1,SYS1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PAIP2,PHC2,CRKL,TERF2IP,MOAP1,CYHR1,ZNF75D,SHC1,UCHL5,NAA35,CCT2,CDKN2AIP,MKLN1,LYRM1,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,R3HCC1L,C1orf112,TCF3,MRI1,BRAP,AGPAT3,MYNN,SDF2L1,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,RBM17,MAT2B,PTEN,CENPJ,TAGLN2,OSTC,PACS2,NCOA2,SMC4,NEK7,NET1,PARP4,TBRG4,ANAPC2,RPL27A,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,TMEM184B,ST13,DNAJC24,ZNF107,SLC29A1,KIF2C,AGFG1,SIRT2,FKBP2,USP48,SNRPD3,UBQLN2,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,JOSD1,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,BANF1,ZNF335,BUD31,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,SEPT7,NAP1L1,ODF2,EXOC4,KIAA1328,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKLE1,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,RAD54B,TMEM41A,DAP3,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,CTNNBL1,CLDND1,TTC17,SLC25A1,GINS1,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL mucoepidermoid_carcinoma mucoepidermoid_carcinoma 0.00016783430012775 -8.69253337404696 94 28 0.0108233475067646 2587 17385 11336,2130,4893,63922,23451,51142,3845,3275,8575,3693,27436,10227,3799,667,2086,90407,5728,8030,147184,26046,6794,50628,116447,9961,22984,4089,3265,1029 EXOC3,EWSR1,NRAS,CHTF18,SF3B1,CHCHD2,KRAS,PRMT2,PRKRA,ITGB5,EML4,MFSD10,KIF5B,DST,ERV3-1,TMEM41A,PTEN,CCDC6,TMEM99,LTN1,STK11,GEMIN4,TOP1MT,MVP,PDCD11,SMAD4,HRAS,CDKN2A benign_melanocytic_nevus benign_melanocytic_nevus 0.000184011670512833 -8.6005113756665 34 14 0.0054116737533823 2587 17385 3799,114825,2261,4893,55596,6794,3845,23085,3265,4000,3105,1029,4644,1639 KIF5B,PWWP2A,FGFR3,NRAS,ZCCHC8,STK11,KRAS,ERC1,HRAS,LMNA,HLA-A,CDKN2A,MYO5A,DCTN1 skin-upper_leg-other-atypical_Spitzoid_tumour skin-upper_leg-other-atypical_Spitzoid_tumour 0.000184391650867606 -8.59844852515747 23 11 0.00425202937765752 2587 17385 3799,114825,4893,55596,3265,23085,3105,1029,4644,4000,1639 KIF5B,PWWP2A,NRAS,ZCCHC8,HRAS,ERC1,HLA-A,CDKN2A,MYO5A,LMNA,DCTN1 skin-face-other-atypical_Spitzoid_tumour skin-face-other-atypical_Spitzoid_tumour 0.000184391650867606 -8.59844852515747 23 11 0.00425202937765752 2587 17385 3799,114825,4893,55596,3265,23085,3105,1029,4644,4000,1639 KIF5B,PWWP2A,NRAS,ZCCHC8,HRAS,ERC1,HLA-A,CDKN2A,MYO5A,LMNA,DCTN1 soft_tissue-fibrous_tissue_and_uncertain_origin-fibrosarcoma soft_tissue-fibrous_tissue_and_uncertain_origin-fibrosarcoma 0.000184391650867606 -8.59844852515747 23 11 0.00425202937765752 2587 17385 1031,4893,4763,23451,2120,5879,6794,3845,2521,3265,1029 CDKN2C,NRAS,NF1,SF3B1,ETV6,RAC1,STK11,KRAS,FUS,HRAS,CDKN2A skin-lower_leg-other-atypical_Spitzoid_tumour skin-lower_leg-other-atypical_Spitzoid_tumour 0.000184391650867606 -8.59844852515747 23 11 0.00425202937765752 2587 17385 3799,114825,4893,55596,3265,23085,3105,1029,4644,4000,1639 KIF5B,PWWP2A,NRAS,ZCCHC8,HRAS,ERC1,HLA-A,CDKN2A,MYO5A,LMNA,DCTN1 atypical_Spitzoid_tumour atypical_Spitzoid_tumour 0.000184391650867606 -8.59844852515747 23 11 0.00425202937765752 2587 17385 3799,114825,4893,55596,3265,23085,3105,1029,4644,4000,1639 KIF5B,PWWP2A,NRAS,ZCCHC8,HRAS,ERC1,HLA-A,CDKN2A,MYO5A,LMNA,DCTN1 skin-arm-other-atypical_Spitzoid_tumour skin-arm-other-atypical_Spitzoid_tumour 0.000184391650867606 -8.59844852515747 23 11 0.00425202937765752 2587 17385 3799,114825,4893,55596,3265,23085,3105,1029,4644,4000,1639 KIF5B,PWWP2A,NRAS,ZCCHC8,HRAS,ERC1,HLA-A,CDKN2A,MYO5A,LMNA,DCTN1 skin-scalp-benign_melanocytic_nevus-Spitz skin-scalp-benign_melanocytic_nevus-Spitz 0.000184391650867606 -8.59844852515747 23 11 0.00425202937765752 2587 17385 3799,114825,4893,55596,3265,23085,3105,1029,4644,4000,1639 KIF5B,PWWP2A,NRAS,ZCCHC8,HRAS,ERC1,HLA-A,CDKN2A,MYO5A,LMNA,DCTN1 astrocytoma astrocytoma 0.000191744642904552 -8.55934605602347 38 15 0.00579822187862389 2587 17385 1031,2261,4893,4763,5728,7428,23152,23451,57120,5781,3845,3020,3265,1029,8880 CDKN2C,FGFR3,NRAS,NF1,PTEN,VHL,CIC,SF3B1,GOPC,PTPN11,KRAS,H3F3A,HRAS,CDKN2A,FUBP1 haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-Hodgkin_lymphoma haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-Hodgkin_lymphoma 0.000229829814627383 -8.37817145933182 20 10 0.00386548125241593 2587 17385 22872,5108,1540,4893,7128,5728,23451,2120,3845,3265 SEC31A,PCM1,CYLD,NRAS,TNFAIP3,PTEN,SF3B1,ETV6,KRAS,HRAS thyroid-carcinoma-insular_carcinoma thyroid-carcinoma-insular_carcinoma 0.000230497416539084 -8.37527090366377 8 6 0.00231928875144956 2587 17385 3845,4893,10342,8030,3265,5781 KRAS,NRAS,TFG,CCDC6,HRAS,PTPN11 endometrioid_adenocarcinoma endometrioid_adenocarcinoma 0.000230497416539084 -8.37527090366377 8 6 0.00231928875144956 2587 17385 2778,3845,6794,4893,5728,3265 GNAS,KRAS,STK11,NRAS,PTEN,HRAS vipoma vipoma 0.000230497416539084 -8.37527090366377 8 6 0.00231928875144956 2587 17385 2778,3845,4221,5728,7428,4089 GNAS,KRAS,MEN1,PTEN,VHL,SMAD4 myxoma myxoma 0.000230497416539084 -8.37527090366377 8 6 0.00231928875144956 2587 17385 2778,3845,2521,2130,4893,3265 GNAS,KRAS,FUS,EWSR1,NRAS,HRAS insular_carcinoma insular_carcinoma 0.000230497416539084 -8.37527090366377 8 6 0.00231928875144956 2587 17385 3845,4893,10342,8030,3265,5781 KRAS,NRAS,TFG,CCDC6,HRAS,PTPN11 germ_cell_tumour germ_cell_tumour 0.000238135387985234 -8.34267118894984 877 168 0.0649400850405876 2587 17385 4763,440026,89845,1457,1432,29904,1020,27,10783,64422,5296,7516,3032,9972,6733,9736,5347,1263,4893,208,7428,55872,55035,987,9874,9212,672,9262,10036,4216,56478,8312,3984,122809,6794,6041,11200,53635,54923,2130,4594,1725,5562,7204,1660,8621,203054,440275,23042,51593,133746,84246,25896,23303,4436,1612,23545,5261,26986,1456,4363,23152,54887,8491,27102,3845,754,5605,4548,51304,79811,1613,84295,84930,2778,79139,51562,58517,996,8773,23523,6949,7528,4649,4217,1017,440279,29959,1029,27243,1788,112858,9322,10523,5894,6195,23451,9816,8664,6597,526,5566,4067,11344,351,1105,54951,80308,3181,126549,23683,5164,488,22992,6672,152137,51755,57147,113,10576,23476,143471,9448,9088,84811,10155,79651,3716,1198,10922,28996,11329,22984,5594,4089,8745,8899,27291,57410,55102,1452,55681,2309,2261,5728,5781,9555,818,4644,6709,9837,79657,5170,1455,140609,259266,7156,3029,23499,2011,55108,5595,55247,5597,29062,26750,3265,10114 NF1,TMEM41B,ABCC10,CSNK2A1,MAPK14,EEF2K,CDK5,ABL2,NEK6,ATG3,PIK3R2,XRCC2,HADHB,NUP153,SRPK2,USP34,PLK1,PLK3,NRAS,AKT2,VHL,PBK,NOL8,LRBA,TLK1,AURKB,BRCA1,STK17B,CHAF1A,MAP3K4,EIF4ENIF1,AXIN1,LIMK1,SOCS4,STK11,RNASEL,CHEK2,PTOV1,LIME1,EWSR1,MUT,DHPS,PRKAA1,TRIO,DHX9,CDK13,ADCK5,EIF2AK4,PDXDC1,SRRT,JMY,MED10,INTS7,KIF13B,MSH2,DAPK1,ATP6V0A2,PHKG2,PABPC1,CSNK1G3,ABCC1,CIC,UHRF1BP1,MAP4K3,EIF2AK1,KRAS,PTTG1IP,MAP2K2,MTR,ZDHHC3,SLTM,DAPK3,PHF6,MASTL,GNAS,DERL1,MBIP,RBM25,CDC27,SNAP23,CABIN1,TCOF1,YY1,MYO9A,MAP3K5,CDK2,UNC13C,NRBP1,CDKN2A,CHMP2A,DNMT3A,TP53RK,TRIP10,CHERP,RAF1,RPS6KA1,SF3B1,URB2,EIF3D,SMARCA4,ATP6V1B2,PRKACA,LYN,TWF2,APP,CHD1,COMMD8,FLAD1,HNRNPA2B1,ANKLE1,PRKD3,PDK2,ATP2A2,KDM2A,SP100,CCDC50,CDK12,SCYL3,ADCY7,CCT2,BRD4,PSMA8,MAP4K4,PKMYT1,BUD13,TRIM28,RHBDF2,JAK1,CLK3,FASTK,HIPK2,STK38,PDCD11,MAPK1,SMAD4,ADAM23,PRPF4B,R3HCC1L,SCYL1,ATG2B,CSNK1A1,SCYL2,FOXO3,FGFR3,PTEN,PTPN11,H2AFY,CAMK2G,MYO5A,SPTAN1,GINS1,RPAP3,PDPK1,CSNK1G2,NEK7,ASPM,TOP3A,HAGH,MACF1,MARK2,BSDC1,MAPK3,NEIL3,MAPK6,WDR91,RPS6KC1,HRAS,HIPK3 testis testis 0.000254728740967132 -8.27531133991426 742 145 0.0560494781600309 2587 17385 89845,1457,1432,29904,1020,27,10783,64422,5296,7516,3032,6733,9736,5347,1263,4893,208,7428,55872,55035,987,9874,9212,9262,10036,4216,3984,6794,6041,11200,53635,54923,2130,4594,1725,5562,7204,8621,203054,440275,23042,51593,133746,84246,1612,23545,5261,26986,1456,4363,23152,54887,8491,27102,3845,754,5605,79811,4548,1613,84930,2778,79139,51562,58517,996,8773,4649,4217,1017,440279,29959,1029,27243,112858,10523,9322,5894,6195,23451,9816,8664,6597,526,5566,4067,11344,351,1105,54951,80308,23683,5164,126549,6672,152137,488,51755,57147,113,10576,23476,143471,9448,9088,84811,10155,79651,3716,1198,10922,28996,11329,22984,5594,4089,8899,27291,57410,55102,1452,55681,2309,2261,5781,9555,818,4644,9837,5170,79657,1455,259266,140609,3029,23499,2011,55108,5595,55247,5597,29062,26750,3265,10114 ABCC10,CSNK2A1,MAPK14,EEF2K,CDK5,ABL2,NEK6,ATG3,PIK3R2,XRCC2,HADHB,SRPK2,USP34,PLK1,PLK3,NRAS,AKT2,VHL,PBK,NOL8,LRBA,TLK1,AURKB,STK17B,CHAF1A,MAP3K4,LIMK1,STK11,RNASEL,CHEK2,PTOV1,LIME1,EWSR1,MUT,DHPS,PRKAA1,TRIO,CDK13,ADCK5,EIF2AK4,PDXDC1,SRRT,JMY,MED10,DAPK1,ATP6V0A2,PHKG2,PABPC1,CSNK1G3,ABCC1,CIC,UHRF1BP1,MAP4K3,EIF2AK1,KRAS,PTTG1IP,MAP2K2,SLTM,MTR,DAPK3,MASTL,GNAS,DERL1,MBIP,RBM25,CDC27,SNAP23,MYO9A,MAP3K5,CDK2,UNC13C,NRBP1,CDKN2A,CHMP2A,TP53RK,CHERP,TRIP10,RAF1,RPS6KA1,SF3B1,URB2,EIF3D,SMARCA4,ATP6V1B2,PRKACA,LYN,TWF2,APP,CHD1,COMMD8,FLAD1,PRKD3,PDK2,ANKLE1,SP100,CCDC50,ATP2A2,CDK12,SCYL3,ADCY7,CCT2,BRD4,PSMA8,MAP4K4,PKMYT1,BUD13,TRIM28,RHBDF2,JAK1,CLK3,FASTK,HIPK2,STK38,PDCD11,MAPK1,SMAD4,PRPF4B,R3HCC1L,SCYL1,ATG2B,CSNK1A1,SCYL2,FOXO3,FGFR3,PTPN11,H2AFY,CAMK2G,MYO5A,GINS1,PDPK1,RPAP3,CSNK1G2,ASPM,NEK7,HAGH,MACF1,MARK2,BSDC1,MAPK3,NEIL3,MAPK6,WDR91,RPS6KC1,HRAS,HIPK3 soft_tissue-fibrous_tissue_and_uncertain_origin-malignant_fibrous_histiocytoma-pleomorphic_sarcoma soft_tissue-fibrous_tissue_and_uncertain_origin-malignant_fibrous_histiocytoma-pleomorphic_sarcoma 0.000264966686822918 -8.23590644998242 35 14 0.0054116737533823 2587 17385 3799,5925,2130,4893,4763,5728,23451,2120,6794,3845,2521,4089,3265,1029 KIF5B,RB1,EWSR1,NRAS,NF1,PTEN,SF3B1,ETV6,STK11,KRAS,FUS,SMAD4,HRAS,CDKN2A liver-other-adenoma liver-other-adenoma 0.000274927029544278 -8.19900484262019 17 9 0.00347893312717433 2587 17385 2778,3845,4893,3716,6774,3572,3265,8312,1029 GNAS,KRAS,NRAS,JAK1,STAT3,IL6ST,HRAS,AXIN1,CDKN2A lung-carcinoma-mucoepidermoid_carcinoma lung-carcinoma-mucoepidermoid_carcinoma 0.00027907159547863 -8.18404219444406 78 24 0.00927715500579822 2587 17385 11336,4893,63922,23451,51142,3845,3275,8575,3693,27436,10227,3799,667,2086,90407,8030,147184,26046,50628,116447,9961,22984,3265,1029 EXOC3,NRAS,CHTF18,SF3B1,CHCHD2,KRAS,PRMT2,PRKRA,ITGB5,EML4,MFSD10,KIF5B,DST,ERV3-1,TMEM41A,CCDC6,TMEM99,LTN1,GEMIN4,TOP1MT,MVP,PDCD11,HRAS,CDKN2A prostate-hyperplasia prostate-hyperplasia 0.000304120378975499 -8.09808695146678 11 7 0.00270583687669115 2587 17385 2778,2261,5925,3845,4893,23451,3265 GNAS,FGFR3,RB1,KRAS,NRAS,SF3B1,HRAS pituitary-adenoma-non_functioning pituitary-adenoma-non_functioning 0.000307440064587032 -8.08723040162759 14 8 0.00309238500193274 2587 17385 2778,1031,5925,4893,3845,4221,3265,1029 GNAS,CDKN2C,RB1,NRAS,KRAS,MEN1,HRAS,CDKN2A ACTH ACTH 0.000307440064587032 -8.08723040162759 14 8 0.00309238500193274 2587 17385 2778,1031,5925,4893,3845,4221,3265,1029 GNAS,CDKN2C,RB1,NRAS,KRAS,MEN1,HRAS,CDKN2A central_nervous_system-brain-glioma-ependymoma_Grade_II central_nervous_system-brain-glioma-ependymoma_Grade_II 0.000307440064587032 -8.08723040162759 14 8 0.00309238500193274 2587 17385 7248,5925,4893,5728,3845,3020,3265,1029 TSC1,RB1,NRAS,PTEN,KRAS,H3F3A,HRAS,CDKN2A pituitary-adenoma-ACTH pituitary-adenoma-ACTH 0.000307440064587032 -8.08723040162759 14 8 0.00309238500193274 2587 17385 2778,1031,5925,4893,3845,4221,3265,1029 GNAS,CDKN2C,RB1,NRAS,KRAS,MEN1,HRAS,CDKN2A hyperplasia hyperplasia 0.00031997906555661 -8.04725498444609 52 18 0.00695786625434867 2587 17385 4893,23451,3845,4221,79577,5605,2778,5925,2261,5728,8312,3572,4436,5781,6774,3265,4089,1029 NRAS,SF3B1,KRAS,MEN1,CDC73,MAP2K2,GNAS,RB1,FGFR3,PTEN,AXIN1,IL6ST,MSH2,PTPN11,STAT3,HRAS,SMAD4,CDKN2A Hurthle_cell_adenoma Hurthle_cell_adenoma 0.000339591573925792 -7.98776691559641 28 12 0.00463857750289911 2587 17385 2261,5108,4893,8030,5728,3845,4221,10342,23085,3895,4089,3265 FGFR3,PCM1,NRAS,CCDC6,PTEN,KRAS,MEN1,TFG,ERC1,KTN1,SMAD4,HRAS thyroid-adenoma-nodule-goitre-Hurthle_cell_adenoma thyroid-adenoma-nodule-goitre-Hurthle_cell_adenoma 0.000339591573925792 -7.98776691559641 28 12 0.00463857750289911 2587 17385 2261,5108,4893,8030,5728,3845,4221,10342,23085,3895,4089,3265 FGFR3,PCM1,NRAS,CCDC6,PTEN,KRAS,MEN1,TFG,ERC1,KTN1,SMAD4,HRAS malignant_fibrous_histiocytoma-pleomorphic_sarcoma malignant_fibrous_histiocytoma-pleomorphic_sarcoma 0.000374658931172982 -7.88949446272734 36 14 0.0054116737533823 2587 17385 3799,5925,2130,4893,4763,5728,23451,2120,6794,3845,2521,4089,3265,1029 KIF5B,RB1,EWSR1,NRAS,NF1,PTEN,SF3B1,ETV6,STK11,KRAS,FUS,SMAD4,HRAS,CDKN2A skin-back-benign_melanocytic_nevus-Spitz skin-back-benign_melanocytic_nevus-Spitz 0.000380422777395093 -7.87422735160115 21 10 0.00386548125241593 2587 17385 3799,114825,4893,55596,3265,23085,3105,4644,4000,1639 KIF5B,PWWP2A,NRAS,ZCCHC8,HRAS,ERC1,HLA-A,MYO5A,LMNA,DCTN1 skin-chest-benign_melanocytic_nevus-Spitz skin-chest-benign_melanocytic_nevus-Spitz 0.000380422777395093 -7.87422735160115 21 10 0.00386548125241593 2587 17385 3799,114825,4893,55596,3265,23085,3105,4644,4000,1639 KIF5B,PWWP2A,NRAS,ZCCHC8,HRAS,ERC1,HLA-A,MYO5A,LMNA,DCTN1 skin-leg-benign_melanocytic_nevus-Spitz skin-leg-benign_melanocytic_nevus-Spitz 0.000380422777395093 -7.87422735160115 21 10 0.00386548125241593 2587 17385 3799,114825,4893,55596,3265,23085,3105,4644,4000,1639 KIF5B,PWWP2A,NRAS,ZCCHC8,HRAS,ERC1,HLA-A,MYO5A,LMNA,DCTN1 skin-upper_leg-benign_melanocytic_nevus-Spitz skin-upper_leg-benign_melanocytic_nevus-Spitz 0.000380422777395093 -7.87422735160115 21 10 0.00386548125241593 2587 17385 3799,114825,4893,55596,3265,23085,3105,4644,4000,1639 KIF5B,PWWP2A,NRAS,ZCCHC8,HRAS,ERC1,HLA-A,MYO5A,LMNA,DCTN1 skin-buttock-benign_melanocytic_nevus-Spitz skin-buttock-benign_melanocytic_nevus-Spitz 0.000380422777395093 -7.87422735160115 21 10 0.00386548125241593 2587 17385 3799,114825,4893,55596,3265,23085,3105,4644,4000,1639 KIF5B,PWWP2A,NRAS,ZCCHC8,HRAS,ERC1,HLA-A,MYO5A,LMNA,DCTN1 skin-shoulder-benign_melanocytic_nevus-Spitz skin-shoulder-benign_melanocytic_nevus-Spitz 0.000380422777395093 -7.87422735160115 21 10 0.00386548125241593 2587 17385 3799,114825,4893,55596,3265,23085,3105,4644,4000,1639 KIF5B,PWWP2A,NRAS,ZCCHC8,HRAS,ERC1,HLA-A,MYO5A,LMNA,DCTN1 skin-foot-benign_melanocytic_nevus-Spitz skin-foot-benign_melanocytic_nevus-Spitz 0.000380422777395093 -7.87422735160115 21 10 0.00386548125241593 2587 17385 3799,114825,4893,55596,3265,23085,3105,4644,4000,1639 KIF5B,PWWP2A,NRAS,ZCCHC8,HRAS,ERC1,HLA-A,MYO5A,LMNA,DCTN1 skin-arm-malignant_melanoma-superficial_spreading skin-arm-malignant_melanoma-superficial_spreading 0.000382324933208858 -7.86923970042739 6 5 0.00193274062620796 2587 17385 3845,4893,5728,3265,1029 KRAS,NRAS,PTEN,HRAS,CDKN2A haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-lymphoplasmacytic_lymphoma haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-lymphoplasmacytic_lymphoma 0.000382324933208858 -7.86923970042739 6 5 0.00193274062620796 2587 17385 3845,4893,5728,3265,1029 KRAS,NRAS,PTEN,HRAS,CDKN2A skin-foot-malignant_melanoma-superficial_spreading skin-foot-malignant_melanoma-superficial_spreading 0.000382324933208858 -7.86923970042739 6 5 0.00193274062620796 2587 17385 3845,4893,5728,3265,1029 KRAS,NRAS,PTEN,HRAS,CDKN2A skin-hand-malignant_melanoma-superficial_spreading skin-hand-malignant_melanoma-superficial_spreading 0.000382324933208858 -7.86923970042739 6 5 0.00193274062620796 2587 17385 3845,4893,5728,3265,1029 KRAS,NRAS,PTEN,HRAS,CDKN2A haematopoietic_and_lymphoid_tissue-liver-lymphoid_neoplasm-Burkitt_lymphoma haematopoietic_and_lymphoid_tissue-liver-lymphoid_neoplasm-Burkitt_lymphoma 0.000382324933208858 -7.86923970042739 6 5 0.00193274062620796 2587 17385 5925,3845,4893,23451,3265 RB1,KRAS,NRAS,SF3B1,HRAS haematopoietic_and_lymphoid_tissue-salivary_gland-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma haematopoietic_and_lymphoid_tissue-salivary_gland-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma 0.000382324933208858 -7.86923970042739 6 5 0.00193274062620796 2587 17385 5925,3845,4893,6774,3265 RB1,KRAS,NRAS,STAT3,HRAS skin-in_situ_epithelial_neoplasm-actinic_keratosis skin-in_situ_epithelial_neoplasm-actinic_keratosis 0.000382324933208858 -7.86923970042739 6 5 0.00193274062620796 2587 17385 2261,3845,4893,3265,1029 FGFR3,KRAS,NRAS,HRAS,CDKN2A skin-trunk-malignant_melanoma-superficial_spreading skin-trunk-malignant_melanoma-superficial_spreading 0.000382324933208858 -7.86923970042739 6 5 0.00193274062620796 2587 17385 3845,4893,5728,3265,1029 KRAS,NRAS,PTEN,HRAS,CDKN2A transitional_cell_carcinoma transitional_cell_carcinoma 0.000411686401896582 -7.79524865888963 6196 998 0.385775028991109 2587 17385 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CCDC93,HECA,ADD1,TSC2,KDM4A,ABCC10,PIGQ,HEXB,CNTROB,PPP1R16B,PABPC4,EEF2K,CALM2,USF1,GSDMB,RABGAP1L,TTC9C,MECR,PDS5B,DNM2,CRY2,NUP153,RNF26,LRRC59,TIPARP,FTSJ3,PCBP2,USP34,PLK3,ZNF672,ERCC1,ZNF559,NRAS,GABPA,EHMT1,HSDL1,KIF15,HNRNPF,PLEKHM3,SMC2,DIDO1,PPFIA3,WBP1,KRIT1,BRMS1,AHNAK,MID1IP1,RAD18,ZNF689,LIMK1,PRDX5,OGT,COX5A,RNASEL,SMG9,FBXL3,SMAD1,ANXA11,PFKP,SLC25A33,DDX42,HIVEP3,NDUFV2,CLSPN,KIAA0100,GGA1,TRIO,CUTA,HAUS4,SLC4A2,EIF2AK4,APH1B,CDC73,MYL6B,ATG4A,CD59,DDX56,SMC3,RNFT1,FBXO7,FOXN2,NUP85,PABPC1,CARS2,TIMM8B,AGGF1,RB1CC1,ZMYND11,DHX29,MTA2,TEX10,MAN1B1,GTPBP4,MYBL2,UHRF1BP1,MRPL16,CBFA2T2,MPG,ELK1,SFXN5,RHOB,PTPRF,SCARB2,FNTA,KPNA1,CCDC86,SETD3,ZNF830,HEXA,SNX14,RNF139,MRPL3,ALS2,EGLN1,ZNF207,RHOG,ZNF296,TRIM41,ABCA3,TRERF1,IVNS1ABP,UBR2,ACTR3,ANK3,WDTC1,MON1B,C5orf30,MYH9,CREBL2,TBC1D13,NIPA2,NIT2,SLC35B2,PRKACA,STAM,REPS1,APP,PRKD3,ZNF420,AHCTF1,ATP2A2,SP100,TBC1D22A,ZKSCAN1,SH3BP1,UTP18,NUP107,ANKRD13C,ANAPC7,RNF19A,CEP63,FAM76B,MAVS,GPD1L,ZC3H3,GCC1,ARL5A,DCTN1,ADCY7,ENPP4,SNX8,CPNE1,FAM118B,IDH3A,CRNKL1,POLR2D,PFKFB3,ATP6V0A1,HTATIP2,CDCA2,MEF2D,TMEM147,TANC1,GIGYF1,GPR137,DDX17,TAF2,VPS26B,NSMCE2,CORO1C,CAMKMT,WDR7,RNF38,MBOAT1,ZBTB11,USP13,TMBIM4,ZFP91,TRMT6,CCM2,TRAK1,SIKE1,ATG2B,JMJD6,PMVK,KRI1,PPP1R3B,FBXO3,ZBTB45,ITGB8,GATC,HUWE1,PPP1R8,ARHGEF1,LTN1,UBE3B,TTLL12,TPCN1,LYPLA2,SPTAN1,NUDC,STAU1,PPP3CA,DDX24,GALC,ZNF512,MRS2,DDX39A,PDE3B,RPA1,UTP20,SLC19A1,ZNF180,POLE,ACOX1,TATDN2,MAPK6,LRPPRC,LY75,HMGB2,THAP5,FAF1,ANAPC4,AGRN,WDR13,TRIM11,PPP1R15B,FAM129A,YTHDC2,SNX15,RBM8A,MCCC1,CSNK2A1,EBNA1BP2,SND1,S1PR2,GIT2,BIRC2,ATPAF1,KRR1,FANCL,ABL2,DLG5,NUP210,GLIS2,NT5DC1,PIK3R2,ASB6,MRPL32,CCAR1,ABCC5,VPS13B,PTPRK,PLK1,METTL1,CELSR2,MIOS,HARS,MBLAC2,GMFB,LNX2,CDC6,LRP5,PBRM1,BRCA1,ESYT1,ANLN,USP21,LSG1,RHEB,DPYSL3,EPB41,TRAM2,TBC1D17,TIMM13,TONSL,E2F4,ADAM9,QRSL1,ACTB,DVL1,CLN3,FAM208A,NUDT11,NUMB,CTU2,PARP12,ZCCHC9,FAM53C,DNAJB2,CENPF,CTCF,KLC1,ASAH1,RACGAP1,CDK13,RAB6A,NCKAP1,PPP3CB,B4GALT4,DOCK11,RLF,RAPGEF6,LRRC14,TNS3,RB1,C1GALT1,UBE2Q2,VMP1,RINL,ZNF746,PPIL2,TIMELESS,CTR9,AHCY,MDFIC,AHDC1,MAML1,LRSAM1,NIPSNAP1,ABCC1,NTPCR,TRAPPC9,NQO2,ACSL3,LDB1,MEMO1,KRAS,EIF2AK1,RTF1,METTL22,EIF4G2,ARMC8,IRF5,ZNF174,NMT2,PSMC4,GOLGA4,TMEM168,CDC27,NLRC5,FAM122A,PRMT7,SIL1,BTBD10,KCTD7,RPLP2,UGP2,ARID2,FOXM1,XAB2,SLC2A1,TM9SF3,ZADH2,GGPS1,PCBP1,LYN,COMMD8,RAD23A,VAV1,OIP5,CSDE1,PDK2,MDM2,ZNF473,STRBP,BRPF3,WDR44,PDCD2,RPAP1,BCAP29,CABLES2,TOP1MT,AHCYL1,ZNF583,SPSB3,DVL2,SNX25,KDM3B,CLPTM1,MND1,BIRC3,SLC26A6,NUP155,VDAC1,KDM1B,RPSA,USP36,RHBDF2,SUGP1,DNAJC10,IDE,CLK3,RBL1,SCAP,ZNF700,PSMD3,CEP55,ZNF436,XRCC3,LTA4H,USP53,SMAD4,PARD3,ZC3HC1,BCL2L12,SLC30A9,GOLIM4,GNE,ARID5A,ARFIP2,SUMF1,SLC12A9,GGA2,RMI1,BZW2,SCYL2,TUBGCP2,DNAJB9,TFRC,GTPBP3,NDUFV1,SLC1A4,CWC27,ABCD1,ORC3,CAMK2G,RBM15B,YTHDC1,RPAP3,PPAN,RPRD1A,RHOA,ACP2,CSRP1,SNX2,BTAF1,ZNF202,ZMYM5,ABCF2,TOP3A,CCDC34,ARHGEF12,RANGAP1,PCGF1,DDX23,CACNB1,KPNA4,CDKN2AIPNL,SEC23IP,BIRC5,TWSG1,SNAP29,NEIL3,BBX,CDCA7L,FAM126A,NR2F2,HIPK3,SAT2,NUP188,MAX,PNISR,NDUFB6,GXYLT1,PRKCSH,ADAM10,TMEM41B,CXXC1,CUL1,NHLRC3,PLXNA1,EIF1B,SLC20A1,MYEF2,POLR3K,C14orf119,ANKRD26,ZNF428,PA2G4,SNUPN,ASAP2,NOL11,DBNDD1,PARPBP,TRA2B,SUCLG2,TAF5L,SLC26A2,DNMT1,SRP72,ZNF524,SGCE,OSBP2,KLF10,ATG9A,AKT2,NSUN2,MKI67,DDX20,AMDHD2,SLC17A5,AURKB,USP22,FOXRED1,RFC2,SLC25A5,RAB2B,EIF3A,IWS1,DOT1L,ZMYM3,MAP3K4,HHEX,WAS,RBM47,TPP2,WDR4,PTPDC1,ARRB2,RTN3,NMD3,HDAC2,PTOV1,DDX58,WSB2,PPIB,HSPH1,PRPF38B,MAPRE1,EWSR1,MUT,PRKAA1,ANKH,DLGAP4,TATDN3,B4GALT1,KIF23,NDUFA4,NOTCH2,TMEM165,ZNF79,PDXDC1,VPS25,NDUFS7,JMY,WDR48,RTKN,CFLAR,FAM192A,RPN1,EXOSC7,LHX8,KLHL5,LRRC8D,HDAC7,BDH1,MSH2,DAPK1,PIGG,TPST1,CYC1,PIK3IP1,PIKFYVE,ANKHD1,FAM171A1,SYTL3,TMED2,MORC3,SOCS5,PRIM2,ZNF84,RDH10,ZNF574,MFNG,EXOSC9,RIT1,ADRB2,CAPZA2,ARID1A,PLEC,PKM,KDM3A,GOSR1,MAP2K2,CCT8,MTR,PHF6,ADSS,ZNF777,MTHFD2,HSPBP1,GOLGA2,NSF,RBMX,MED15,ACLY,USP32,FAM83D,APPL2,ARAP1,VCPIP1,CABIN1,SMPD4,GPI,MAP3K5,PPP6R2,CDKN2A,ZC3HAV1,DNMT3A,ATXN3,CKLF,REPS2,TRIP10,URB2,SF3B1,RAF1,CAST,SUZ12,RPS6KA1,MAGED1,UROD,KIAA0232,OLA1,AP1B1,SNN,SDHA,GNB2,PHC2,NUDT19,CRKL,TERF2IP,ZNF75D,SHC1,RALB,MTMR4,UCHL5,LPIN2,ADCY9,CDKN1B,BRI3,TTC3,AQR,RBM12B,ILKAP,CDK12,SAP30,ANKLE2,CCT2,CDKN2AIP,MKLN1,HMGN4,ERF,OAF,CUL3,ELP4,SLBP,KIAA1586,EDF1,PKMYT1,GALK2,CDC23,H2AFV,ERC1,DHX57,SUPT16H,ANKZF1,CHMP4A,JAK1,DSN1,HAGHL,PPA2,STAT1,SEL1L,RWDD4,H2AFX,ATF6,KLHDC4,TRIM32,PDCD11,ATMIN,PRPF4B,ANKRD13D,PKP4,NDUFS1,DEPDC1,MECP2,TKT,CBLL1,SLC25A12,ARGLU1,SECISBP2,BLM,SPR,POFUT1,HMG20A,REEP5,FAM8A1,HEATR5B,JAKMIP1,WWP2,MAT2B,RBM17,PTEN,CRAT,CENPJ,FUT8,AXIN2,PTPN11,MRPL54,COPS7B,CNN2,CITED2,MSH6,SMC4,ANKRD37,LONRF3,DENND4C,NET1,DENND1B,ILF3,RFXANK,BMS1,OTUD3,LRRC1,RHOT1,KLF6,GUF1,MACF1,MARK2,MYO1F,NUCB1,FBXO21,SGSH,HGS,PRDX3,TTLL4,ZHX1,TFDP1,DDX5,WDR91,TAF6,ESPL1,PURA,DDB1,FAM83G,DEF6,ESYT2,MIB2,NAT9,SKA3,HNRNPAB,PLXNC1,UBN1,NF1,MOGS,DNAJC24,TAF6L,KIF2C,USP48,BECN1,SNAPC4,RNF103,ZNF696,EDC3,BCAT2,MBD4,ZNF804A,DST,GOT2,SIVA1,ZNHIT6,GPATCH1,AKR1B1,NDUFB9,CNNM3,ARID4A,TRIM14,WDR41,TIMM50,LARS,SNRNP200,LAP3,VHL,LRBA,SUMF2,PITPNB,KMT2C,OGFR,SOX4,ASF1B,ABHD5,RPL37,UBTF,CXXC4,MAN2A2,PAF1,EIF4ENIF1,BRWD1,SPATA2,PPM1G,SH3GLB2,MIA2,ATXN2L,BAZ1B,ACBD4,STK11,CLU,CHEK2,TSTD2,SLC12A7,PPP1R2,TM9SF4,NACA,TIA1,MED13L,THRAP3,XPNPEP3,EPHX2,TTF1,SRRT,QSOX2,NUP205,CHKA,DTL,ZNF449,MED10,CAPZA1,ZNF335,KIFAP3,BCL2,UBE3C,ZRANB1,SLC12A2,POLR2I,TSTA3,CIC,SUGP2,GBA,SLTM,ARHGAP15,EVC2,CAND1,MASTL,GNAS,TSC1,NAP1L1,RBM25,NSMF,ODF2,EXOC4,SLC16A1,FN3KRP,PITPNA,NUP62,NAA20,PTDSS1,C7orf26,N4BP2L2,MBD1,TCF12,WASF2,PRKAB1,ASH1L,CORO7,MPHOSPH8,CHERP,WDYHV1,HNRNPUL2,UCK2,PMS2,SMARCA4,PLAGL2,CHKB,CLCC1,MXD1,PAIP1,USP5,SAP130,HNRNPA2B1,FARSA,IARS,NVL,CD3EAP,KIF14,EXOSC1,RPN2,CHTOP,PDIA6,SCYL3,HTRA2,MOSPD1,RLIM,POU2AF1,ACSL5,ZNF500,NLN,ATXN1,OGDH,CADM1,BICD2,HERPUD2,EDEM2,MBD3,GFER,EIF3G,RPS9,BTBD1,RAD54B,PON2,ZNF317,HPS5,STAT6,TULP3,WDR59,ARNTL,CANT1,FKBP5,TMEM101,GAS2,USP11,AKNA,SMURF1,MAPK1,ABCA1,TSPAN5,CBX4,KIF3B,TRIP12,SH2D3A,EYA1,SHPRH,CDK2AP2,SCYL1,LETMD1,PAWR,DCUN1D4,MFSD10,HDDC2,FERMT3,KIF5B,FGFR3,GART,SEC24C,PPIG,RRBP1,TANK,PELO,H2AFY,ARHGEF2,BRD7,ATG13,TTC17,FBL,FRMD8,MYO5A,TELO2,CSNK1G2,DCAF6,ADAM17,TMEM39A,HELB,ASPM,ATP2C1,PPP1R21,RFFL,COG1,WDR81,PRMT2,NDRG3,SYMPK,LEMD2,HLA-B,UPF1,ATAD2,PLAA,ELMO1,OSBPL8,ZNF330,ZC3H7B,ACAT1,MBD6,SRSF3,CENPT,ZMIZ1,IDH3B,ATP6V1C1,HRAS smooth_muscle smooth_muscle 0.000417876106401796 -7.78032556554149 53 18 0.00695786625434867 2587 17385 2130,4893,4763,23451,3845,672,2778,1031,5925,3716,5728,221895,2120,5781,6794,2521,3265,1029 EWSR1,NRAS,NF1,SF3B1,KRAS,BRCA1,GNAS,CDKN2C,RB1,JAK1,PTEN,JAZF1,ETV6,PTPN11,STK11,FUS,HRAS,CDKN2A upper_aerodigestive_tract-mouth-carcinoma-adenoid_cystic_carcinoma upper_aerodigestive_tract-mouth-carcinoma-adenoid_cystic_carcinoma 0.000435793007229921 -7.73834318140644 386 82 0.0316969462698106 2587 17385 11116,6195,5894,1457,5566,56940,1432,8895,1020,27,1399,5164,5296,6917,10342,80895,57147,6733,6731,208,57120,55872,9448,5209,2585,9212,6659,8575,5635,4216,3716,1198,11329,28996,10922,8312,6794,11200,8566,5594,5214,22928,4666,10020,7204,10926,64781,8621,51447,10654,1452,2309,2962,23396,2261,5925,1612,5781,200576,5832,818,1456,55109,2987,9821,140609,79837,27102,8491,5605,1613,5595,5108,8030,1633,5597,79672,23636,4217,10611,1017,26750 FGFR1OP,RPS6KA1,RAF1,CSNK2A1,PRKACA,DUSP22,MAPK14,CPNE3,CDK5,ABL2,CRKL,PDK2,PIK3R2,TCEA1,TFG,ILKAP,SCYL3,SRPK2,SRP72,AKT2,GOPC,PBK,MAP4K4,PFKFB3,GALK2,AURKB,SOX4,PRKRA,PRPSAP1,MAP3K4,JAK1,CLK3,STK38,HIPK2,FASTK,AXIN1,STK11,CHEK2,PDXK,MAPK1,PFKP,SEPHS2,NACA,GNE,TRIO,DBF4,CERK,CDK13,IP6K2,PMVK,CSNK1A1,FOXO3,GTF2F1,PIP5K1C,FGFR3,RB1,DAPK1,PTPN11,PIKFYVE,ALDH18A1,CAMK2G,CSNK1G3,AGGF1,GUK1,RB1CC1,NEK7,PIP4K2C,EIF2AK1,MAP4K3,MAP2K2,DAPK3,MAPK3,PCM1,CCDC6,DCK,MAPK6,FN3KRP,NUP62,MAP3K5,PDLIM5,CDK2,RPS6KC1 upper_aerodigestive_tract-lymph_node-carcinoma-adenoid_cystic_carcinoma upper_aerodigestive_tract-lymph_node-carcinoma-adenoid_cystic_carcinoma 0.000435793007229921 -7.73834318140644 386 82 0.0316969462698106 2587 17385 11116,6195,5894,1457,5566,56940,1432,8895,1020,27,1399,5164,5296,6917,10342,80895,57147,6733,6731,208,57120,55872,9448,5209,2585,9212,6659,8575,5635,4216,3716,1198,11329,28996,10922,8312,6794,11200,8566,5594,5214,22928,4666,10020,7204,10926,64781,8621,51447,10654,1452,2309,2962,23396,2261,5925,1612,5781,200576,5832,818,1456,55109,2987,9821,140609,79837,27102,8491,5605,1613,5595,5108,8030,1633,5597,79672,23636,4217,10611,1017,26750 FGFR1OP,RPS6KA1,RAF1,CSNK2A1,PRKACA,DUSP22,MAPK14,CPNE3,CDK5,ABL2,CRKL,PDK2,PIK3R2,TCEA1,TFG,ILKAP,SCYL3,SRPK2,SRP72,AKT2,GOPC,PBK,MAP4K4,PFKFB3,GALK2,AURKB,SOX4,PRKRA,PRPSAP1,MAP3K4,JAK1,CLK3,STK38,HIPK2,FASTK,AXIN1,STK11,CHEK2,PDXK,MAPK1,PFKP,SEPHS2,NACA,GNE,TRIO,DBF4,CERK,CDK13,IP6K2,PMVK,CSNK1A1,FOXO3,GTF2F1,PIP5K1C,FGFR3,RB1,DAPK1,PTPN11,PIKFYVE,ALDH18A1,CAMK2G,CSNK1G3,AGGF1,GUK1,RB1CC1,NEK7,PIP4K2C,EIF2AK1,MAP4K3,MAP2K2,DAPK3,MAPK3,PCM1,CCDC6,DCK,MAPK6,FN3KRP,NUP62,MAP3K5,PDLIM5,CDK2,RPS6KC1 upper_aerodigestive_tract-carcinoma upper_aerodigestive_tract-carcinoma 0.000435793007229921 -7.73834318140644 386 82 0.0316969462698106 2587 17385 11116,6195,5894,1457,5566,56940,1432,8895,1020,27,1399,5164,5296,6917,10342,80895,57147,6733,6731,208,57120,55872,9448,5209,2585,9212,6659,8575,5635,4216,3716,1198,11329,28996,10922,8312,6794,11200,8566,5594,5214,22928,4666,10020,7204,10926,64781,8621,51447,10654,1452,2309,2962,23396,2261,5925,1612,5781,200576,5832,818,1456,55109,2987,9821,140609,79837,27102,8491,5605,1613,5595,5108,8030,1633,5597,79672,23636,4217,10611,1017,26750 FGFR1OP,RPS6KA1,RAF1,CSNK2A1,PRKACA,DUSP22,MAPK14,CPNE3,CDK5,ABL2,CRKL,PDK2,PIK3R2,TCEA1,TFG,ILKAP,SCYL3,SRPK2,SRP72,AKT2,GOPC,PBK,MAP4K4,PFKFB3,GALK2,AURKB,SOX4,PRKRA,PRPSAP1,MAP3K4,JAK1,CLK3,STK38,HIPK2,FASTK,AXIN1,STK11,CHEK2,PDXK,MAPK1,PFKP,SEPHS2,NACA,GNE,TRIO,DBF4,CERK,CDK13,IP6K2,PMVK,CSNK1A1,FOXO3,GTF2F1,PIP5K1C,FGFR3,RB1,DAPK1,PTPN11,PIKFYVE,ALDH18A1,CAMK2G,CSNK1G3,AGGF1,GUK1,RB1CC1,NEK7,PIP4K2C,EIF2AK1,MAP4K3,MAP2K2,DAPK3,MAPK3,PCM1,CCDC6,DCK,MAPK6,FN3KRP,NUP62,MAP3K5,PDLIM5,CDK2,RPS6KC1 upper_aerodigestive_tract-head_neck-carcinoma-adenoid_cystic_carcinoma upper_aerodigestive_tract-head_neck-carcinoma-adenoid_cystic_carcinoma 0.000435793007229921 -7.73834318140644 386 82 0.0316969462698106 2587 17385 11116,6195,5894,1457,5566,56940,1432,8895,1020,27,1399,5164,5296,6917,10342,80895,57147,6733,6731,208,57120,55872,9448,5209,2585,9212,6659,8575,5635,4216,3716,1198,11329,28996,10922,8312,6794,11200,8566,5594,5214,22928,4666,10020,7204,10926,64781,8621,51447,10654,1452,2309,2962,23396,2261,5925,1612,5781,200576,5832,818,1456,55109,2987,9821,140609,79837,27102,8491,5605,1613,5595,5108,8030,1633,5597,79672,23636,4217,10611,1017,26750 FGFR1OP,RPS6KA1,RAF1,CSNK2A1,PRKACA,DUSP22,MAPK14,CPNE3,CDK5,ABL2,CRKL,PDK2,PIK3R2,TCEA1,TFG,ILKAP,SCYL3,SRPK2,SRP72,AKT2,GOPC,PBK,MAP4K4,PFKFB3,GALK2,AURKB,SOX4,PRKRA,PRPSAP1,MAP3K4,JAK1,CLK3,STK38,HIPK2,FASTK,AXIN1,STK11,CHEK2,PDXK,MAPK1,PFKP,SEPHS2,NACA,GNE,TRIO,DBF4,CERK,CDK13,IP6K2,PMVK,CSNK1A1,FOXO3,GTF2F1,PIP5K1C,FGFR3,RB1,DAPK1,PTPN11,PIKFYVE,ALDH18A1,CAMK2G,CSNK1G3,AGGF1,GUK1,RB1CC1,NEK7,PIP4K2C,EIF2AK1,MAP4K3,MAP2K2,DAPK3,MAPK3,PCM1,CCDC6,DCK,MAPK6,FN3KRP,NUP62,MAP3K5,PDLIM5,CDK2,RPS6KC1 salivary_gland-carcinoma salivary_gland-carcinoma 0.000435793007229921 -7.73834318140644 386 82 0.0316969462698106 2587 17385 11116,6195,5894,1457,5566,56940,1432,8895,1020,27,1399,5164,5296,6917,10342,80895,57147,6733,6731,208,57120,55872,9448,5209,2585,9212,6659,8575,5635,4216,3716,1198,11329,28996,10922,8312,6794,11200,8566,5594,5214,22928,4666,10020,7204,10926,64781,8621,51447,10654,1452,2309,2962,23396,2261,5925,1612,5781,200576,5832,818,1456,55109,2987,9821,140609,79837,27102,8491,5605,1613,5595,5108,8030,1633,5597,79672,23636,4217,10611,1017,26750 FGFR1OP,RPS6KA1,RAF1,CSNK2A1,PRKACA,DUSP22,MAPK14,CPNE3,CDK5,ABL2,CRKL,PDK2,PIK3R2,TCEA1,TFG,ILKAP,SCYL3,SRPK2,SRP72,AKT2,GOPC,PBK,MAP4K4,PFKFB3,GALK2,AURKB,SOX4,PRKRA,PRPSAP1,MAP3K4,JAK1,CLK3,STK38,HIPK2,FASTK,AXIN1,STK11,CHEK2,PDXK,MAPK1,PFKP,SEPHS2,NACA,GNE,TRIO,DBF4,CERK,CDK13,IP6K2,PMVK,CSNK1A1,FOXO3,GTF2F1,PIP5K1C,FGFR3,RB1,DAPK1,PTPN11,PIKFYVE,ALDH18A1,CAMK2G,CSNK1G3,AGGF1,GUK1,RB1CC1,NEK7,PIP4K2C,EIF2AK1,MAP4K3,MAP2K2,DAPK3,MAPK3,PCM1,CCDC6,DCK,MAPK6,FN3KRP,NUP62,MAP3K5,PDLIM5,CDK2,RPS6KC1 oligoastrocytoma oligoastrocytoma 0.000451609796227348 -7.70269203365799 49 17 0.00657131812910707 2587 17385 4287,9821,23152,51072,56922,7072,3845,5515,1031,5925,5728,1431,9972,3020,1029,9736,8880 ATXN3,RB1CC1,CIC,MEMO1,MCCC1,TIA1,KRAS,PPP2CA,CDKN2C,RB1,PTEN,CS,NUP153,H3F3A,CDKN2A,USP34,FUBP1 urinary_tract-bladder-carcinoma-transitional_cell_carcinoma urinary_tract-bladder-carcinoma-transitional_cell_carcinoma 0.000459741783945888 -7.68484556533906 6194 997 0.385388480865868 2587 17385 54520,51696,118,7249,9682,89845,9091,3074,116840,26051,8761,29904,805,7391,55876,9910,283237,51102,23047,1785,1408,9972,79102,55379,25976,117246,5094,9736,1263,79894,2067,84527,4893,2551,79813,83693,56992,3185,389072,10592,11083,8541,23559,889,25855,79026,58526,56852,115509,3984,25824,8473,9377,6041,56006,26224,4086,311,5214,84275,11325,59269,4729,63967,9703,26088,7204,51596,54930,6522,440275,83464,79577,140465,115201,966,54606,9126,51136,25793,3344,79902,26986,79587,26521,55109,9821,10771,54505,9219,54881,11253,23560,4605,54887,54948,9139,4350,2002,94097,388,5792,950,2339,3836,79080,84193,91603,3073,57231,11236,11222,57679,54583,7756,391,162979,90933,21,55809,10625,23304,10096,288,23038,22879,90355,4627,1389,54662,81614,56954,347734,5566,8027,85021,351,23683,147923,25909,488,6672,25771,7586,23616,51096,57122,81573,51434,25897,80254,143684,57506,23171,23144,79571,26225,1639,113,22875,29886,8904,79607,3419,51340,5433,5209,535,10553,157313,4209,10430,85461,64599,56834,10521,6873,112936,286053,23603,79823,23335,152006,154141,27107,8975,51643,80829,51605,83605,22906,80143,55102,23210,10654,65095,79660,26273,84878,3696,283459,10075,5511,9138,26046,89910,23170,53373,11313,6709,10726,6780,5530,57062,2581,84450,57380,10212,5140,6117,27340,6573,7733,5426,51,9797,5597,10128,4065,3148,168451,11124,29945,375790,64743,81559,84919,116496,64848,29907,9939,56922,1457,10969,27044,9294,9815,329,64756,11103,55120,27,9231,23225,84662,221294,5296,140459,64983,55749,10057,157680,5796,5347,4234,1952,54468,3035,153364,2764,222484,990,4041,55193,672,23344,54443,27005,55341,6009,1809,2035,9697,79735,26517,4796,1874,8754,55278,60,1855,1201,23272,55190,8650,348180,64761,84240,51307,3300,1063,10664,3831,427,29127,8621,5870,10787,5532,8702,139818,6018,51735,9684,64759,5925,56913,92912,81671,126432,155061,23759,8914,9646,191,29969,27245,9794,90678,8508,4363,84284,83696,4835,2181,8861,51072,3845,27102,23168,79091,1982,25852,3663,7727,9397,5704,2803,64418,996,84166,116224,54496,64374,84280,154881,6181,7360,196528,2305,56949,6513,56889,284273,9453,5093,4067,54951,5886,7409,11339,7812,5164,4193,25888,55342,27154,54521,5134,26015,55973,81928,116447,10768,147949,90864,1856,83891,51780,1209,84057,330,65010,9631,7416,221656,3921,57602,79651,57794,54431,3416,1198,5933,22937,90592,5709,55165,80818,7517,4048,54532,4089,56288,51530,83596,10463,27333,10020,10865,23647,285362,56996,23062,80010,28969,55681,10844,4189,7037,84705,4723,6509,10283,215,23595,818,29890,91746,79657,56342,55197,387,53,1465,6643,9044,7753,9205,10061,7156,91057,23365,5905,84759,9416,782,3840,91368,11196,332,57045,9342,55247,56987,55536,84668,7026,10114,112483,23511,4149,25957,4712,283464,5589,102,440026,30827,8454,387921,5361,10289,6574,50804,51728,55017,22852,126299,5036,10073,8853,25926,79007,55010,6434,8801,27097,1836,1786,6731,147807,8910,23762,7071,79065,208,54888,4288,11218,51005,26503,9212,23326,55572,5982,292,84932,8661,55677,84444,9203,4216,3087,7454,54502,7174,10785,138639,409,10313,51068,3066,53635,23586,55884,5479,10808,55119,22919,2130,4594,5562,56172,22839,128387,2683,9493,4697,4853,55858,7633,23042,84313,374291,133746,57599,6242,8837,80011,6184,23016,431707,51088,55144,51564,622,4436,1612,54872,8460,1537,113791,200576,54882,221061,94120,10959,23515,9655,5558,7637,157506,64763,4242,5393,6016,154,830,8289,5339,5315,55818,9527,5605,10694,4548,84295,159,27153,10797,23640,2801,4905,27316,51586,47,84669,81610,55198,116985,80124,23523,55627,2821,4217,9701,1029,56829,1788,4287,51192,9185,9322,9816,23451,5894,831,23512,6195,9500,7389,9778,29789,162,8303,6389,2783,1912,390916,1399,54386,7626,6464,5899,9110,51377,9663,115,1027,25798,7267,9716,389677,80895,51755,8819,23141,10576,55602,4289,10473,2077,220323,8452,26610,7884,57691,8721,9088,2585,8697,94239,23085,90957,11198,55139,29082,3716,79980,84264,27068,6772,6400,201965,3014,22926,54758,22954,22984,23300,8899,338692,8502,4719,55635,4204,7086,79872,8604,55082,79048,641,6697,23509,10363,7905,51439,54497,152789,11060,27430,84991,5728,1384,55835,2530,8313,5781,116541,64708,1265,10370,2956,10051,353322,79836,55667,10276,163486,3609,8625,9790,23252,55227,55288,1316,60558,23499,2011,4542,4924,23014,6448,9146,10935,9654,11244,7027,1655,29062,6878,9700,5813,1642,644815,50619,57488,142678,26151,221150,3182,10154,29855,4763,7841,120526,10629,11004,84196,8678,6621,7844,79943,80153,587,8930,91752,667,2806,10572,54680,55094,231,4715,26505,5926,9830,55255,92609,51520,23020,51056,987,25870,23760,58508,11054,6659,55723,51099,6167,7343,80319,4122,54623,56478,54014,9825,5496,56904,4253,11273,9031,79777,6794,1191,11200,158427,10723,5504,9777,4666,7072,23389,9967,63929,2053,7270,51593,169714,23165,1119,51514,203523,84246,829,63925,22920,596,9690,54764,6558,5438,7264,23152,10147,2629,79811,55843,132884,55832,84930,2778,7248,4673,58517,26012,4957,60412,6566,79672,5306,23636,51126,9791,79034,10443,4152,6938,10163,5564,55870,79585,54737,10523,55093,221092,7371,5395,6597,5326,1120,23155,4084,10605,8078,79595,3181,2193,3376,4931,10849,9928,51013,618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CCDC93,HECA,ADD1,TSC2,KDM4A,ABCC10,PIGQ,HEXB,CNTROB,PPP1R16B,PABPC4,EEF2K,CALM2,USF1,GSDMB,RABGAP1L,TTC9C,MECR,PDS5B,DNM2,CRY2,NUP153,RNF26,LRRC59,TIPARP,FTSJ3,PCBP2,USP34,PLK3,ZNF672,ERCC1,ZNF559,NRAS,GABPA,EHMT1,HSDL1,KIF15,HNRNPF,PLEKHM3,SMC2,DIDO1,PPFIA3,WBP1,KRIT1,BRMS1,AHNAK,MID1IP1,RAD18,ZNF689,LIMK1,PRDX5,OGT,COX5A,RNASEL,SMG9,FBXL3,SMAD1,ANXA11,PFKP,SLC25A33,DDX42,HIVEP3,NDUFV2,CLSPN,KIAA0100,GGA1,TRIO,CUTA,HAUS4,SLC4A2,EIF2AK4,APH1B,CDC73,MYL6B,ATG4A,CD59,DDX56,SMC3,RNFT1,FBXO7,FOXN2,NUP85,PABPC1,CARS2,TIMM8B,AGGF1,RB1CC1,ZMYND11,DHX29,MTA2,TEX10,MAN1B1,GTPBP4,MYBL2,UHRF1BP1,MRPL16,CBFA2T2,MPG,ELK1,SFXN5,RHOB,PTPRF,SCARB2,FNTA,KPNA1,CCDC86,SETD3,ZNF830,HEXA,SNX14,RNF139,MRPL3,ALS2,EGLN1,ZNF207,RHOG,ZNF296,TRIM41,ABCA3,TRERF1,IVNS1ABP,UBR2,ACTR3,ANK3,WDTC1,MON1B,C5orf30,MYH9,CREBL2,TBC1D13,NIPA2,NIT2,SLC35B2,PRKACA,STAM,REPS1,APP,PRKD3,ZNF420,AHCTF1,ATP2A2,SP100,TBC1D22A,ZKSCAN1,SH3BP1,UTP18,NUP107,ANKRD13C,ANAPC7,RNF19A,CEP63,FAM76B,MAVS,GPD1L,ZC3H3,GCC1,ARL5A,DCTN1,ADCY7,ENPP4,SNX8,CPNE1,FAM118B,IDH3A,CRNKL1,POLR2D,PFKFB3,ATP6V0A1,HTATIP2,CDCA2,MEF2D,TMEM147,TANC1,GIGYF1,GPR137,DDX17,TAF2,VPS26B,NSMCE2,CORO1C,CAMKMT,WDR7,RNF38,MBOAT1,ZBTB11,USP13,TMBIM4,ZFP91,TRMT6,CCM2,TRAK1,SIKE1,ATG2B,JMJD6,PMVK,KRI1,PPP1R3B,FBXO3,ZBTB45,ITGB8,GATC,HUWE1,PPP1R8,ARHGEF1,LTN1,UBE3B,TTLL12,TPCN1,LYPLA2,SPTAN1,NUDC,STAU1,PPP3CA,DDX24,GALC,ZNF512,MRS2,DDX39A,PDE3B,RPA1,UTP20,SLC19A1,ZNF180,POLE,ACOX1,TATDN2,MAPK6,LRPPRC,LY75,HMGB2,THAP5,FAF1,ANAPC4,AGRN,WDR13,TRIM11,PPP1R15B,FAM129A,YTHDC2,SNX15,RBM8A,MCCC1,CSNK2A1,EBNA1BP2,SND1,S1PR2,GIT2,BIRC2,ATPAF1,KRR1,FANCL,ABL2,DLG5,NUP210,GLIS2,NT5DC1,PIK3R2,ASB6,MRPL32,CCAR1,ABCC5,VPS13B,PTPRK,PLK1,METTL1,CELSR2,MIOS,HARS,MBLAC2,GMFB,LNX2,CDC6,LRP5,PBRM1,BRCA1,ESYT1,ANLN,USP21,LSG1,RHEB,DPYSL3,EPB41,TRAM2,TBC1D17,TIMM13,TONSL,E2F4,ADAM9,QRSL1,ACTB,DVL1,CLN3,FAM208A,NUDT11,NUMB,CTU2,PARP12,ZCCHC9,FAM53C,DNAJB2,CENPF,CTCF,KLC1,ASAH1,RACGAP1,CDK13,RAB6A,NCKAP1,PPP3CB,B4GALT4,DOCK11,RLF,RAPGEF6,LRRC14,TNS3,RB1,C1GALT1,UBE2Q2,VMP1,RINL,ZNF746,PPIL2,TIMELESS,CTR9,AHCY,MDFIC,AHDC1,MAML1,LRSAM1,NIPSNAP1,ABCC1,NTPCR,TRAPPC9,NQO2,ACSL3,LDB1,MEMO1,KRAS,EIF2AK1,RTF1,METTL22,EIF4G2,ARMC8,IRF5,ZNF174,NMT2,PSMC4,GOLGA4,TMEM168,CDC27,NLRC5,FAM122A,PRMT7,SIL1,BTBD10,KCTD7,RPLP2,UGP2,ARID2,FOXM1,XAB2,SLC2A1,TM9SF3,ZADH2,GGPS1,PCBP1,LYN,COMMD8,RAD23A,VAV1,OIP5,CSDE1,PDK2,MDM2,ZNF473,STRBP,BRPF3,WDR44,PDCD2,RPAP1,BCAP29,CABLES2,TOP1MT,AHCYL1,ZNF583,SPSB3,DVL2,SNX25,KDM3B,CLPTM1,MND1,BIRC3,SLC26A6,NUP155,VDAC1,KDM1B,RPSA,USP36,RHBDF2,SUGP1,DNAJC10,IDE,CLK3,RBL1,SCAP,ZNF700,PSMD3,CEP55,ZNF436,XRCC3,LTA4H,USP53,SMAD4,PARD3,ZC3HC1,BCL2L12,SLC30A9,GOLIM4,GNE,ARID5A,ARFIP2,SUMF1,SLC12A9,GGA2,RMI1,BZW2,SCYL2,TUBGCP2,DNAJB9,TFRC,GTPBP3,NDUFV1,SLC1A4,CWC27,ABCD1,ORC3,CAMK2G,RBM15B,YTHDC1,RPAP3,PPAN,RPRD1A,RHOA,ACP2,CSRP1,SNX2,BTAF1,ZNF202,ZMYM5,ABCF2,TOP3A,CCDC34,ARHGEF12,RANGAP1,PCGF1,DDX23,CACNB1,KPNA4,CDKN2AIPNL,SEC23IP,BIRC5,TWSG1,SNAP29,NEIL3,BBX,CDCA7L,FAM126A,NR2F2,HIPK3,SAT2,NUP188,MAX,PNISR,NDUFB6,GXYLT1,PRKCSH,ADAM10,TMEM41B,CXXC1,CUL1,NHLRC3,PLXNA1,EIF1B,SLC20A1,MYEF2,POLR3K,C14orf119,ANKRD26,ZNF428,PA2G4,SNUPN,ASAP2,NOL11,DBNDD1,PARPBP,TRA2B,SUCLG2,TAF5L,SLC26A2,DNMT1,SRP72,ZNF524,SGCE,OSBP2,KLF10,ATG9A,AKT2,NSUN2,MKI67,DDX20,AMDHD2,SLC17A5,AURKB,USP22,FOXRED1,RFC2,SLC25A5,RAB2B,EIF3A,IWS1,DOT1L,ZMYM3,MAP3K4,HHEX,WAS,RBM47,TPP2,WDR4,PTPDC1,ARRB2,RTN3,NMD3,HDAC2,PTOV1,DDX58,WSB2,PPIB,HSPH1,PRPF38B,MAPRE1,EWSR1,MUT,PRKAA1,ANKH,DLGAP4,TATDN3,B4GALT1,KIF23,NDUFA4,NOTCH2,TMEM165,ZNF79,PDXDC1,VPS25,NDUFS7,JMY,WDR48,RTKN,CFLAR,FAM192A,RPN1,EXOSC7,LHX8,KLHL5,LRRC8D,HDAC7,BDH1,MSH2,DAPK1,PIGG,TPST1,CYC1,PIK3IP1,PIKFYVE,ANKHD1,FAM171A1,SYTL3,TMED2,MORC3,SOCS5,PRIM2,ZNF84,RDH10,ZNF574,MFNG,EXOSC9,RIT1,ADRB2,CAPZA2,ARID1A,PLEC,PKM,KDM3A,GOSR1,MAP2K2,CCT8,MTR,PHF6,ADSS,ZNF777,MTHFD2,HSPBP1,GOLGA2,NSF,RBMX,MED15,ACLY,USP32,FAM83D,APPL2,ARAP1,VCPIP1,CABIN1,SMPD4,GPI,MAP3K5,PPP6R2,CDKN2A,ZC3HAV1,DNMT3A,ATXN3,CKLF,REPS2,TRIP10,URB2,SF3B1,RAF1,CAST,SUZ12,RPS6KA1,MAGED1,UROD,KIAA0232,OLA1,AP1B1,SNN,SDHA,GNB2,PHC2,NUDT19,CRKL,TERF2IP,ZNF75D,SHC1,RALB,MTMR4,UCHL5,LPIN2,ADCY9,CDKN1B,BRI3,TTC3,AQR,RBM12B,ILKAP,CDK12,SAP30,ANKLE2,CCT2,CDKN2AIP,MKLN1,HMGN4,ERF,OAF,CUL3,ELP4,SLBP,KIAA1586,EDF1,PKMYT1,GALK2,CDC23,H2AFV,ERC1,DHX57,SUPT16H,ANKZF1,CHMP4A,JAK1,DSN1,HAGHL,PPA2,STAT1,SEL1L,RWDD4,H2AFX,ATF6,KLHDC4,TRIM32,PDCD11,ATMIN,PRPF4B,ANKRD13D,PKP4,NDUFS1,DEPDC1,MECP2,TKT,CBLL1,SLC25A12,ARGLU1,SECISBP2,BLM,SPR,POFUT1,HMG20A,REEP5,FAM8A1,HEATR5B,JAKMIP1,WWP2,MAT2B,RBM17,PTEN,CRAT,CENPJ,FUT8,AXIN2,PTPN11,MRPL54,COPS7B,CNN2,CITED2,MSH6,SMC4,ANKRD37,LONRF3,DENND4C,NET1,DENND1B,ILF3,RFXANK,BMS1,OTUD3,LRRC1,RHOT1,KLF6,GUF1,MACF1,MARK2,MYO1F,NUCB1,FBXO21,SGSH,HGS,PRDX3,TTLL4,ZHX1,TFDP1,DDX5,WDR91,TAF6,ESPL1,PURA,DDB1,FAM83G,DEF6,ESYT2,MIB2,NAT9,SKA3,HNRNPAB,PLXNC1,UBN1,NF1,MOGS,DNAJC24,TAF6L,KIF2C,USP48,BECN1,SNAPC4,RNF103,ZNF696,EDC3,BCAT2,MBD4,ZNF804A,DST,GOT2,SIVA1,ZNHIT6,GPATCH1,AKR1B1,NDUFB9,CNNM3,ARID4A,TRIM14,WDR41,TIMM50,LARS,SNRNP200,LAP3,LRBA,SUMF2,PITPNB,KMT2C,OGFR,SOX4,ASF1B,ABHD5,RPL37,UBTF,CXXC4,MAN2A2,PAF1,EIF4ENIF1,BRWD1,SPATA2,PPM1G,SH3GLB2,MIA2,ATXN2L,BAZ1B,ACBD4,STK11,CLU,CHEK2,TSTD2,SLC12A7,PPP1R2,TM9SF4,NACA,TIA1,MED13L,THRAP3,XPNPEP3,EPHX2,TTF1,SRRT,QSOX2,NUP205,CHKA,DTL,ZNF449,MED10,CAPZA1,ZNF335,KIFAP3,BCL2,UBE3C,ZRANB1,SLC12A2,POLR2I,TSTA3,CIC,SUGP2,GBA,SLTM,ARHGAP15,EVC2,CAND1,MASTL,GNAS,TSC1,NAP1L1,RBM25,NSMF,ODF2,EXOC4,SLC16A1,FN3KRP,PITPNA,NUP62,NAA20,PTDSS1,C7orf26,N4BP2L2,MBD1,TCF12,WASF2,PRKAB1,ASH1L,CORO7,MPHOSPH8,CHERP,WDYHV1,HNRNPUL2,UCK2,PMS2,SMARCA4,PLAGL2,CHKB,CLCC1,MXD1,PAIP1,USP5,SAP130,HNRNPA2B1,FARSA,IARS,NVL,CD3EAP,KIF14,EXOSC1,RPN2,CHTOP,PDIA6,SCYL3,HTRA2,MOSPD1,RLIM,POU2AF1,ACSL5,ZNF500,NLN,ATXN1,OGDH,CADM1,BICD2,HERPUD2,EDEM2,MBD3,GFER,EIF3G,RPS9,BTBD1,RAD54B,PON2,ZNF317,HPS5,STAT6,TULP3,WDR59,ARNTL,CANT1,FKBP5,TMEM101,GAS2,USP11,AKNA,SMURF1,MAPK1,ABCA1,TSPAN5,CBX4,KIF3B,TRIP12,SH2D3A,EYA1,SHPRH,CDK2AP2,SCYL1,LETMD1,PAWR,DCUN1D4,MFSD10,HDDC2,FERMT3,KIF5B,FGFR3,GART,SEC24C,PPIG,RRBP1,TANK,PELO,H2AFY,ARHGEF2,BRD7,ATG13,TTC17,FBL,FRMD8,MYO5A,TELO2,CSNK1G2,DCAF6,ADAM17,TMEM39A,HELB,ASPM,ATP2C1,PPP1R21,RFFL,COG1,WDR81,PRMT2,NDRG3,SYMPK,LEMD2,HLA-B,UPF1,ATAD2,PLAA,ELMO1,OSBPL8,ZNF330,ZC3H7B,ACAT1,MBD6,SRSF3,CENPT,ZMIZ1,IDH3B,ATP6V1C1,HRAS meninges-meningioma-meningothelial meninges-meningioma-meningothelial 0.000477392979423615 -7.64717055002521 18 9 0.00347893312717433 2587 17385 1031,5925,3845,4893,4763,5728,3265,4089,1029 CDKN2C,RB1,KRAS,NRAS,NF1,PTEN,HRAS,SMAD4,CDKN2A meningothelial meningothelial 0.000477392979423615 -7.64717055002521 18 9 0.00347893312717433 2587 17385 1031,5925,3845,4893,4763,5728,3265,4089,1029 CDKN2C,RB1,KRAS,NRAS,NF1,PTEN,HRAS,SMAD4,CDKN2A fibroblastic fibroblastic 0.000477392979423615 -7.64717055002521 18 9 0.00347893312717433 2587 17385 1031,5925,3845,4893,4763,5728,3265,4089,1029 CDKN2C,RB1,KRAS,NRAS,NF1,PTEN,HRAS,SMAD4,CDKN2A oligodendroglioma_Grade_II oligodendroglioma_Grade_II 0.000482935755725685 -7.63562692407835 76 23 0.00889060688055663 2587 17385 10015,4893,4763,7428,23152,11316,3845,6522,5361,9919,23499,2778,1031,2261,5925,79026,2803,5728,80709,3020,3265,1029,8880 PDCD6IP,NRAS,NF1,VHL,CIC,COPE,KRAS,SLC4A2,PLXNA1,SEC16A,MACF1,GNAS,CDKN2C,FGFR3,RB1,AHNAK,GOLGA4,PTEN,AKNA,H3F3A,HRAS,CDKN2A,FUBP1 haematopoietic_and_lymphoid_tissue-central_nervous_system-lymphoid_neoplasm-Burkitt_lymphoma haematopoietic_and_lymphoid_tissue-central_nervous_system-lymphoid_neoplasm-Burkitt_lymphoma 0.000489360737410176 -7.6224106361442 4 4 0.00154619250096637 2587 17385 5925,3845,4893,3265 RB1,KRAS,NRAS,HRAS upper_aerodigestive_tract-vocal_cord-carcinoma-squamous_cell_carcinoma upper_aerodigestive_tract-vocal_cord-carcinoma-squamous_cell_carcinoma 0.000489360737410176 -7.6224106361442 4 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A inverted inverted 0.000489360737410176 -7.6224106361442 4 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS haematopoietic_and_lymphoid_tissue-kidney-lymphoid_neoplasm-Burkitt_lymphoma haematopoietic_and_lymphoid_tissue-kidney-lymphoid_neoplasm-Burkitt_lymphoma 0.000489360737410176 -7.6224106361442 4 4 0.00154619250096637 2587 17385 5925,3845,4893,3265 RB1,KRAS,NRAS,HRAS haematopoietic_and_lymphoid_tissue-skin-lymphoid_neoplasm-Burkitt_lymphoma haematopoietic_and_lymphoid_tissue-skin-lymphoid_neoplasm-Burkitt_lymphoma 0.000489360737410176 -7.6224106361442 4 4 0.00154619250096637 2587 17385 5925,3845,4893,3265 RB1,KRAS,NRAS,HRAS haematopoietic_and_lymphoid_tissue-pleura-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma haematopoietic_and_lymphoid_tissue-pleura-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma 0.000489360737410176 -7.6224106361442 4 4 0.00154619250096637 2587 17385 5925,3845,4893,3265 RB1,KRAS,NRAS,HRAS vocal_cord vocal_cord 0.000489360737410176 -7.6224106361442 4 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A urinary_tract-bladder-papilloma-inverted urinary_tract-bladder-papilloma-inverted 0.000489360737410176 -7.6224106361442 4 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS insulinoma insulinoma 0.000501368920362622 -7.59816835987603 29 12 0.00463857750289911 2587 17385 2778,1031,2261,4893,5728,7428,6794,3845,4221,4089,3265,1029 GNAS,CDKN2C,FGFR3,NRAS,PTEN,VHL,STK11,KRAS,MEN1,SMAD4,HRAS,CDKN2A pancreas-carcinoid-endocrine_tumour-insulinoma pancreas-carcinoid-endocrine_tumour-insulinoma 0.000501368920362622 -7.59816835987603 29 12 0.00463857750289911 2587 17385 2778,1031,2261,4893,5728,7428,6794,3845,4221,4089,3265,1029 GNAS,CDKN2C,FGFR3,NRAS,PTEN,VHL,STK11,KRAS,MEN1,SMAD4,HRAS,CDKN2A skin-scalp-malignant_melanoma-desmoplastic skin-scalp-malignant_melanoma-desmoplastic 0.000521066154830932 -7.55963354762889 33 13 0.0050251256281407 2587 17385 2261,1540,4893,7128,7249,4763,23152,6597,4853,55193,8289,3265,1029 FGFR3,CYLD,NRAS,TNFAIP3,TSC2,NF1,CIC,SMARCA4,NOTCH2,PBRM1,ARID1A,HRAS,CDKN2A pancreas-carcinoma pancreas-carcinoma 0.000530728750548728 -7.54125949483105 15226 2316 0.895245458059528 2587 17385 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,RPL35,BTG2,DNAJC9,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,PSMD3,CEP55,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,POLR3K,ASAP2,SNUPN,CNPY4,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,NDUFAF6,SLC31A1,SNX18,ATIC,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,SUZ12,RPS6KA1,RAC1,GPR89A,OLA1,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,GAR1,POLG2,DHX57,NSA2,HSPA4,MRPL55,JAK1,GOLGA8A,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,PKP4,SCAMP3,BABAM1,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,ILF3,LRRC1,RHOT1,MARK2,TSR2,ECH1,PRDX1,NUCB1,GNA12,FBXO21,C1orf131,PRDX3,PFDN4,HNRNPH3,TFDP1,STX18,KHSRP,ASNA1,CPEB2,BYSL,S100PBP,MIB2,PTMS,NOP2,UBN1,DCAF15,NF1,ALKBH5,MOGS,UBE2Z,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,COPS8,FYTTD1,TRIM8,SOX4,ABHD5,UBTF,CXXC4,PAF1,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,SRRT,ZNF449,CAPZA1,GLTP,KIFAP3,BCL2,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,C22orf46,GNAS,TSC1,RBM25,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,CCDC50,AKAP8,PARL,RPN2,CHTOP,F2R,FAM3A,SCYL3,TMEM14C,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,RGS1,HDDC2,MAN1A1,FBXO5,GART,TANK,PELO,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,SRSF3,MBD6,IDH3B,TATDN1,ATP6V1C1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,TIPARP,LRRC59,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,OAZ1,PDCD4,SMNDC1,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,CD59,TFAP4,RIMS3,MEGF8,FBXO7,EFTUD2,CPSF4,MRPL21,LUC7L2,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,TMEM159,MRPL3,ALS2,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,GLRX3,REPS1,CBWD5,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,SZRD1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,CENPBD1,DMWD,USP13,MZT1,ZFP91,TRMT6,WDR5,SLC25A43,PMVK,IFT27,NEIL2,RRP36,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,GPS2,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,SLC44A1,MTPN,ASB6,PLK1,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,CKAP2L,PSMG1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,MAP4K3,ARMC8,RBM38,NMT2,IRF5,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,SIL1,FAM122A,DTD1,UNC13C,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZFYVE21,TM9SF3,RRAGC,ZNF121,OIP5,NRF1,WDR44,PPME1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,KIAA0040,ZNF780B,PPT1,NUP155,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,CMAS,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,GXYLT1,LUZP1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,CBFB,RFC2,RAB2B,PRIM1,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,ANKH,VAV2,PRKAA1,C16orf87,TATDN3,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,ZNF574,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,DERL1,HSPBP1,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,NUDT19,DECR1,RALB,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,OAF,EDF1,ERC1,ANKZF1,RAD51C,ZNF282,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,FTSJ1,RWDD4,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,SLC41A1,B4GALT5,FAM76A,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FJX1,FUT8,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,RFXANK,FBXO9,GUF1,RPL32,ZHX1,OAZ2,NDUFS5,WDR91,POLA2,ZNF76,COPA,UQC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autonomic_ganglia-head_neck-paraganglioma autonomic_ganglia-head_neck-paraganglioma 0.000572913889129924 -7.46477513329339 15 8 0.00309238500193274 2587 17385 2778,3845,4149,4893,4221,7428,3265,1029 GNAS,KRAS,MAX,NRAS,MEN1,VHL,HRAS,CDKN2A meninges-meningioma-fibroblastic meninges-meningioma-fibroblastic 0.000572913889129924 -7.46477513329339 15 8 0.00309238500193274 2587 17385 1031,3845,4893,4763,5728,3265,4089,1029 CDKN2C,KRAS,NRAS,NF1,PTEN,HRAS,SMAD4,CDKN2A pituitary-adenoma-GH pituitary-adenoma-GH 0.000572913889129924 -7.46477513329339 15 8 0.00309238500193274 2587 17385 2778,1031,5925,4893,3845,4221,3265,1029 GNAS,CDKN2C,RB1,NRAS,KRAS,MEN1,HRAS,CDKN2A GH GH 0.000572913889129924 -7.46477513329339 15 8 0.00309238500193274 2587 17385 2778,1031,5925,4893,3845,4221,3265,1029 GNAS,CDKN2C,RB1,NRAS,KRAS,MEN1,HRAS,CDKN2A skin-carcinoma-squamous_cell_carcinoma skin-carcinoma-squamous_cell_carcinoma 0.00058448217370215 -7.44478427588824 498 101 0.0390413606494008 2587 17385 1788,1540,1728,7249,196528,102,4763,23451,5894,5395,143187,6597,4627,4067,2132,55215,200424,55120,27,1399,126549,4193,3572,2120,1027,10342,1786,51755,10006,26099,4893,10801,330,208,7428,57120,6310,4170,672,9212,55193,58508,2178,23085,84444,7454,4087,3716,8312,6794,7188,5594,4089,8880,5454,2130,57085,55892,4853,641,50615,79577,2309,3105,7037,2261,6184,5925,5728,471,8313,5781,4299,596,2956,6709,5170,7128,23152,2181,11253,3845,8289,5605,355,2778,22872,7248,6573,3106,9817,79728,8030,7027,51586,64374,1655,4217,3265,79034,1029 DNMT3A,CYLD,NQO1,TSC2,ARID2,ADAM10,NF1,SF3B1,RAF1,PMS2,VTI1A,SMARCA4,MYH9,LYN,EXT2,FANCI,TET3,FANCL,ABL2,CRKL,ANKLE1,MDM2,IL6ST,ETV6,CDKN1B,TFG,DNMT1,CDK12,ABI1,SZRD1,NRAS,SEPT9,BIRC3,AKT2,VHL,GOPC,ATXN1,MCL1,BRCA1,AURKB,PBRM1,KMT2C,FANCE,ERC1,DOT1L,WAS,SMAD2,JAK1,AXIN1,STK11,TRAF5,MAPK1,SMAD4,FUBP1,POU3F2,EWSR1,AGTRAP,MYNN,NOTCH2,BLM,IL21R,CDC73,FOXO3,HLA-A,TFRC,FGFR3,RPN1,RB1,PTEN,ATIC,AXIN2,PTPN11,AFF1,BCL2,MSH6,SPTAN1,PDPK1,TNFAIP3,CIC,ACSL3,MAN1B1,KRAS,ARID1A,MAP2K2,FAS,GNAS,SEC31A,TSC1,SLC19A1,HLA-B,KEAP1,PALB2,CCDC6,TFDP1,MED15,SIL1,DDX5,MAP3K5,HRAS,C7orf26,CDKN2A soft_tissue-other-neoplasm soft_tissue-other-neoplasm 0.000604001112410708 -7.41193451829157 9 6 0.00231928875144956 2587 17385 3845,2521,2130,4893,4763,3265 KRAS,FUS,EWSR1,NRAS,NF1,HRAS coccyx coccyx 0.000604001112410708 -7.41193451829157 9 6 0.00231928875144956 2587 17385 3845,2130,4893,3020,3265,1029 KRAS,EWSR1,NRAS,H3F3A,HRAS,CDKN2A pancreas-other-chronic_pancreatitis pancreas-other-chronic_pancreatitis 0.000604001112410708 -7.41193451829157 9 6 0.00231928875144956 2587 17385 2778,3845,4893,3265,4089,1029 GNAS,KRAS,NRAS,HRAS,SMAD4,CDKN2A chronic_pancreatitis chronic_pancreatitis 0.000604001112410708 -7.41193451829157 9 6 0.00231928875144956 2587 17385 2778,3845,4893,3265,4089,1029 GNAS,KRAS,NRAS,HRAS,SMAD4,CDKN2A lung-carcinoma-adenoid_cystic_carcinoma lung-carcinoma-adenoid_cystic_carcinoma 0.000604001112410708 -7.41193451829157 9 6 0.00231928875144956 2587 17385 3799,5925,3845,4893,8030,3265 KIF5B,RB1,KRAS,NRAS,CCDC6,HRAS skin-other-atypical_Spitzoid_tumour skin-other-atypical_Spitzoid_tumour 0.000604848701494954 -7.41053221138232 22 10 0.00386548125241593 2587 17385 3799,114825,4893,55596,3265,23085,3105,4644,4000,1639 KIF5B,PWWP2A,NRAS,ZCCHC8,HRAS,ERC1,HLA-A,MYO5A,LMNA,DCTN1 skin-buttock-other-atypical_Spitzoid_tumour skin-buttock-other-atypical_Spitzoid_tumour 0.000604848701494954 -7.41053221138232 22 10 0.00386548125241593 2587 17385 3799,114825,4893,55596,3265,23085,3105,4644,4000,1639 KIF5B,PWWP2A,NRAS,ZCCHC8,HRAS,ERC1,HLA-A,MYO5A,LMNA,DCTN1 skin-lower_leg-benign_melanocytic_nevus-Spitz skin-lower_leg-benign_melanocytic_nevus-Spitz 0.000604848701494954 -7.41053221138232 22 10 0.00386548125241593 2587 17385 3799,114825,4893,55596,3265,23085,3105,4644,4000,1639 KIF5B,PWWP2A,NRAS,ZCCHC8,HRAS,ERC1,HLA-A,MYO5A,LMNA,DCTN1 skin-knee-benign_melanocytic_nevus-Spitz skin-knee-benign_melanocytic_nevus-Spitz 0.000604848701494954 -7.41053221138232 22 10 0.00386548125241593 2587 17385 3799,114825,4893,55596,3265,23085,3105,4644,4000,1639 KIF5B,PWWP2A,NRAS,ZCCHC8,HRAS,ERC1,HLA-A,MYO5A,LMNA,DCTN1 skin-upper_arm-other-atypical_Spitzoid_tumour skin-upper_arm-other-atypical_Spitzoid_tumour 0.000604848701494954 -7.41053221138232 22 10 0.00386548125241593 2587 17385 3799,114825,4893,55596,3265,23085,3105,4644,4000,1639 KIF5B,PWWP2A,NRAS,ZCCHC8,HRAS,ERC1,HLA-A,MYO5A,LMNA,DCTN1 skin-face-benign_melanocytic_nevus-Spitz skin-face-benign_melanocytic_nevus-Spitz 0.000604848701494954 -7.41053221138232 22 10 0.00386548125241593 2587 17385 3799,114825,4893,55596,3265,23085,3105,4644,4000,1639 KIF5B,PWWP2A,NRAS,ZCCHC8,HRAS,ERC1,HLA-A,MYO5A,LMNA,DCTN1 cervix-carcinoma-mixed_adenosquamous_carcinoma cervix-carcinoma-mixed_adenosquamous_carcinoma 0.000635986563455521 -7.36033312148958 12 7 0.00270583687669115 2587 17385 6794,3845,2261,4893,5728,3265,1029 STK11,KRAS,FGFR3,NRAS,PTEN,HRAS,CDKN2A pituitary-adenoma-FSH-LH pituitary-adenoma-FSH-LH 0.000635986563455521 -7.36033312148958 12 7 0.00270583687669115 2587 17385 2778,3845,5925,4893,4221,3265,8312 GNAS,KRAS,RB1,NRAS,MEN1,HRAS,AXIN1 FSH-LH FSH-LH 0.000635986563455521 -7.36033312148958 12 7 0.00270583687669115 2587 17385 2778,5925,3845,4893,4221,3265,8312 GNAS,RB1,KRAS,NRAS,MEN1,HRAS,AXIN1 extraadrenal extraadrenal 0.000635986563455521 -7.36033312148958 12 7 0.00270583687669115 2587 17385 2778,1031,3845,4149,4221,5728,7428 GNAS,CDKN2C,KRAS,MAX,MEN1,PTEN,VHL testis-germ_cell_tumour-seminoma testis-germ_cell_tumour-seminoma 0.000690161783922503 -7.27858451840373 658 128 0.0494781600309238 2587 17385 89845,1457,1432,29904,1020,27,10783,64422,5296,3032,6733,9736,5347,1263,4893,208,7428,55872,987,9874,9212,9262,4216,3984,6794,6041,11200,53635,54923,4594,1725,5562,7204,8621,203054,440275,23042,51593,133746,84246,1612,23545,5261,26986,1456,4363,23152,8491,27102,3845,54887,754,5605,79811,4548,1613,84930,51562,58517,8773,4649,4217,1017,440279,29959,1029,27243,112858,10523,9322,5894,6195,9816,8664,4067,11344,5566,351,1105,54951,80308,23683,5164,6672,152137,488,51755,57147,113,10576,23476,9448,9088,10155,79651,3716,1198,10922,28996,11329,5594,4089,8899,27291,57410,55102,1452,55681,2309,2261,5781,9555,4644,818,5170,9837,1455,259266,140609,3029,2011,5595,55247,5597,29062,26750,3265,10114 ABCC10,CSNK2A1,MAPK14,EEF2K,CDK5,ABL2,NEK6,ATG3,PIK3R2,HADHB,SRPK2,USP34,PLK1,PLK3,NRAS,AKT2,VHL,PBK,LRBA,TLK1,AURKB,STK17B,MAP3K4,LIMK1,STK11,RNASEL,CHEK2,PTOV1,LIME1,MUT,DHPS,PRKAA1,TRIO,CDK13,ADCK5,EIF2AK4,PDXDC1,SRRT,JMY,MED10,DAPK1,ATP6V0A2,PHKG2,PABPC1,CSNK1G3,ABCC1,CIC,MAP4K3,EIF2AK1,KRAS,UHRF1BP1,PTTG1IP,MAP2K2,SLTM,MTR,DAPK3,MASTL,MBIP,RBM25,SNAP23,MYO9A,MAP3K5,CDK2,UNC13C,NRBP1,CDKN2A,CHMP2A,TP53RK,CHERP,TRIP10,RAF1,RPS6KA1,URB2,EIF3D,LYN,TWF2,PRKACA,APP,CHD1,COMMD8,FLAD1,PRKD3,PDK2,SP100,CCDC50,ATP2A2,CDK12,SCYL3,ADCY7,CCT2,BRD4,MAP4K4,PKMYT1,TRIM28,RHBDF2,JAK1,CLK3,FASTK,HIPK2,STK38,MAPK1,SMAD4,PRPF4B,R3HCC1L,SCYL1,ATG2B,CSNK1A1,SCYL2,FOXO3,FGFR3,PTPN11,H2AFY,MYO5A,CAMK2G,PDPK1,GINS1,CSNK1G2,ASPM,NEK7,HAGH,MARK2,MAPK3,NEIL3,MAPK6,WDR91,RPS6KC1,HRAS,HIPK3 endometrioid_carcinoma endometrioid_carcinoma 0.000704469980034792 -7.25806483926546 16178 2445 0.945110166215694 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,ZNF720,SEC61G,GGA1,MUM1,CCZ1,TRIO,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,ERV3-1,SMC3,C4orf3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,FAM72D,RHOG,EXOC3,STARD7,C5orf30,VTI1A,INO80E,SLC35B2,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,RYBP,VPS13B,PTPN18,MIOS,MBLAC2,SNRPB,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,C19orf53,KLHL21,PDAP1,TMX3,CDCA8,GTF3A,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,NUP188,TXN,H2AFZ,PNISR,PRKCSH,USP39,UBE2I,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,CISD2,TAF5L,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,SUPT7L,TMEM165,NPLOC4,CNOT3,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,MSH2,PIGG,OSTF1,FBXL7,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,CCNK,DNAJC8,AXIN2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,COMMD4,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,DUSP11,DDX5,WDR62,TAF6,ESPL1,DDB1,DEF6,FAM83G,IPO4,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,CCDC71L,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,STAT3,MYO5A,NIPAL3,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,TMED7,PIGQ,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,RMI2,MON1B,TMEM97,NIT2,NUF2,ZNF267,TMEM161B,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,ATP6V0B,PDK2,STRBP,DUS4L,MRPL34,PDCD2,SLC39A9,CLPTM1,RPL29,RPL35,DNAJC9,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,C14orf119,ASAP2,SNUPN,CNPY4,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,MAPRE1,CHTF18,KIF23,SLC35B1,NOTCH2,PMF1,COPG2,JMY,FKBP1A,SLC31A1,SNX18,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,FTL,DDX28,SIGMAR1,PIP4K2C,FAM133B,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,SUZ12,CAST,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,MAPRE2,RFC3,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,GOLGA8A,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,IFT46,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,GNA12,FBXO21,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,VPS29,BYSL,S100PBP,MIB2,PTMS,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,UBE2Z,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,C22orf46,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,MRPS26,LETMD1,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,MOB1A,RNF26,TIPARP,LRRC59,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,PDCD4,SMNDC1,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,CD59,TFAP4,RNFT1,MEGF8,RIMS3,FBXO7,EFTUD2,CPSF4,MRPL21,PHKG2,LUC7L2,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,GLRX3,STMN1,C19orf48,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,SZRD1,CGGBP1,CPNE1,SEC61B,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,CENPBD1,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,GPS2,DBI,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,TET3,FANCL,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,SEPT9,CELSR2,RBX1,RAD51AP1,ZBED5,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,TRIM4,ALG3,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,NMT2,IRF5,HAUS8,MBIP,COX7A2L,ZDHHC7,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,ZFYVE21,TM9SF3,RRAGC,ZNF121,OIP5,NRF1,WDR44,PPME1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,USP20,RBPJ,PDCD6IP,MAX,GXYLT1,LUZP1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,RAB2B,PRIM1,MAP3K4,HHEX,LUC7L3,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,PRKAA1,VAV2,C16orf87,GSPT2,TATDN3,DLGAP4,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,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SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,TMEM41A,DAP3,ZNF317,GADD45B,AKNA,CBX4,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL gastrointestinal_stromal_tumour gastrointestinal_stromal_tumour 0.00072430850561083 -7.23029314361666 78 23 0.00889060688055663 2587 17385 79956,4893,4690,4763,23451,3845,5605,1613,2778,2261,5925,6448,5728,5781,8914,2521,3020,1201,6774,5223,3265,1029,10057 ERMP1,NRAS,NCK1,NF1,SF3B1,KRAS,MAP2K2,DAPK3,GNAS,FGFR3,RB1,SGSH,PTEN,PTPN11,TIMELESS,FUS,H3F3A,CLN3,STAT3,PGAM1,HRAS,CDKN2A,ABCC5 ependymoma_Grade_III-IV ependymoma_Grade_III-IV 0.000787733514875077 -7.14635070439438 19 9 0.00347893312717433 2587 17385 7248,5925,4893,5728,3845,4221,3020,3265,1029 TSC1,RB1,NRAS,PTEN,KRAS,MEN1,H3F3A,HRAS,CDKN2A soft_tissue-fat-liposarcoma-dedifferentiated soft_tissue-fat-liposarcoma-dedifferentiated 0.000787733514875077 -7.14635070439438 19 9 0.00347893312717433 2587 17385 5925,2130,4893,4763,5728,57122,3845,2521,3265 RB1,EWSR1,NRAS,NF1,PTEN,NUP107,KRAS,FUS,HRAS ependymoma_Grade_II ependymoma_Grade_II 0.000787733514875077 -7.14635070439438 19 9 0.00347893312717433 2587 17385 7248,5925,4893,5728,3845,4221,3020,3265,1029 TSC1,RB1,NRAS,PTEN,KRAS,MEN1,H3F3A,HRAS,CDKN2A soft_tissue-sarcoma soft_tissue-sarcoma 0.000835373808800268 -7.08763125808017 47 16 0.00618477000386548 2587 17385 2130,4893,23451,5879,3845,1031,2778,5925,2261,8312,5781,2521,3020,6774,3265,1029 EWSR1,NRAS,SF3B1,RAC1,KRAS,CDKN2C,GNAS,RB1,FGFR3,AXIN1,PTPN11,FUS,H3F3A,STAT3,HRAS,CDKN2A endometrium-carcinoma-endometrioid_carcinoma endometrium-carcinoma-endometrioid_carcinoma 0.00086086331046191 -7.05757482286225 16168 2443 0.944337069965211 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,ZNF720,SEC61G,GGA1,MUM1,CCZ1,TRIO,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,ERV3-1,SMC3,C4orf3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,FAM72D,RHOG,EXOC3,STARD7,C5orf30,VTI1A,SLC35B2,INO80E,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,RYBP,VPS13B,PTPN18,MIOS,MBLAC2,SNRPB,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,C19orf53,KLHL21,PDAP1,TMX3,CDCA8,GTF3A,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,NUP188,TXN,H2AFZ,PNISR,PRKCSH,USP39,UBE2I,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,CISD2,TAF5L,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,SUPT7L,TMEM165,NPLOC4,CNOT3,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,MSH2,PIGG,OSTF1,FBXL7,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,CCNK,DNAJC8,AXIN2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,COMMD4,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,DUSP11,DDX5,WDR62,TAF6,ESPL1,DDB1,DEF6,FAM83G,IPO4,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,CCDC71L,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,STAT3,MYO5A,NIPAL3,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,TMED7,PIGQ,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,RMI2,MON1B,TMEM97,NIT2,NUF2,ZNF267,TMEM161B,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D1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APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,TMEM41A,DAP3,ZNF317,GADD45B,AKNA,CBX4,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL central_nervous_system-brain-glioma-astrocytoma_Grade_I central_nervous_system-brain-glioma-astrocytoma_Grade_I 0.000902747294472857 -7.01006789479502 43 15 0.00579822187862389 2587 17385 2778,2261,7248,4893,7249,4763,5728,23152,5781,3845,3020,5605,3265,1029,8880 GNAS,FGFR3,TSC1,NRAS,TSC2,NF1,PTEN,CIC,PTPN11,KRAS,H3F3A,MAP2K2,HRAS,CDKN2A,FUBP1 seminoma seminoma 0.00090950432087341 -7.0026108091945 710 136 0.0525705450328566 2587 17385 4763,440026,89845,1457,1432,29904,1020,27,10783,64422,5296,3032,6733,9736,5347,1263,4893,208,7428,55872,987,9874,9212,9262,4216,3984,122809,6794,6041,11200,53635,54923,4594,1725,5562,7204,8621,203054,440275,23042,51593,133746,84246,1612,23545,5261,26986,1456,4363,23152,8491,27102,3845,54887,754,5605,79811,4548,1613,84930,51562,58517,8773,6949,4649,4217,1017,440279,29959,1029,27243,112858,10523,9322,5894,6195,9816,8664,6597,5566,4067,11344,351,1105,54951,80308,3181,23683,5164,6672,152137,488,51755,57147,113,10576,23476,9448,9088,10155,79651,3716,1198,10922,28996,11329,5594,4089,8899,27291,57410,55102,1452,55681,2309,2261,5728,5781,9555,4644,818,6709,9837,5170,1455,259266,140609,3029,2011,5595,55247,5597,29062,26750,3265,10114 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5925,2130,4893,4763,5728,3845,2521,3265 RB1,EWSR1,NRAS,NF1,PTEN,KRAS,FUS,HRAS urinary_tract-carcinoma urinary_tract-carcinoma 0.000996772194315754 -6.91098830526824 16 8 0.00309238500193274 2587 17385 2261,7248,4893,5728,6794,3845,3265,1029 FGFR3,TSC1,NRAS,PTEN,STK11,KRAS,HRAS,CDKN2A central_nervous_system-brain-glioma-ependymoma_Grade_III-IV central_nervous_system-brain-glioma-ependymoma_Grade_III-IV 0.000996772194315754 -6.91098830526824 16 8 0.00309238500193274 2587 17385 7248,5925,4893,5728,3845,3020,3265,1029 TSC1,RB1,NRAS,PTEN,KRAS,H3F3A,HRAS,CDKN2A dedifferentiated dedifferentiated 0.0010014077872279 -6.90634848175764 27 11 0.00425202937765752 2587 17385 2778,5925,2130,4893,4763,5728,57122,3845,2521,3265,1029 GNAS,RB1,EWSR1,NRAS,NF1,PTEN,NUP107,KRAS,FUS,HRAS,CDKN2A duodenum duodenum 0.00100434525682827 -6.90341943552316 35 13 0.0050251256281407 2587 17385 2778,1031,2261,4893,23451,4436,5781,6794,3845,4221,4089,3265,1029 GNAS,CDKN2C,FGFR3,NRAS,SF3B1,MSH2,PTPN11,STK11,KRAS,MEN1,SMAD4,HRAS,CDKN2A central_nervous_system-brain-glioma-oligodendroglioma_Grade_II central_nervous_system-brain-glioma-oligodendroglioma_Grade_II 0.00101076408797931 -6.89704871139627 75 22 0.00850405875531504 2587 17385 10015,4893,7428,23152,11316,3845,6522,5361,9919,23499,2778,1031,2261,5925,79026,2803,5728,80709,3020,3265,1029,8880 PDCD6IP,NRAS,VHL,CIC,COPE,KRAS,SLC4A2,PLXNA1,SEC16A,MACF1,GNAS,CDKN2C,FGFR3,RB1,AHNAK,GOLGA4,PTEN,AKNA,H3F3A,HRAS,CDKN2A,FUBP1 skin-malignant_melanoma-superficial_spreading skin-malignant_melanoma-superficial_spreading 0.00102182023342814 -6.88616969951364 31 12 0.00463857750289911 2587 17385 2261,5925,2130,4893,5728,23451,5879,6794,3845,4221,3265,1029 FGFR3,RB1,EWSR1,NRAS,PTEN,SF3B1,RAC1,STK11,KRAS,MEN1,HRAS,CDKN2A endometrium endometrium 0.00107725511158931 -6.83333903644426 16181 2444 0.944723618090452 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,ZNF720,SEC61G,GGA1,MUM1,CCZ1,TRIO,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,ERV3-1,SMC3,C4orf3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,FAM72D,RHOG,EXOC3,STARD7,C5orf30,VTI1A,SLC35B2,INO80E,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,RYBP,VPS13B,PTPN18,MIOS,MBLAC2,SNRPB,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,C19orf53,KLHL21,PDAP1,TMX3,CDCA8,GTF3A,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,NUP188,TXN,H2AFZ,PNISR,PRKCSH,USP39,UBE2I,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,CISD2,TAF5L,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,SUPT7L,TMEM165,NPLOC4,CNOT3,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,MSH2,PIGG,OSTF1,FBXL7,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,CCNK,DNAJC8,AXIN2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,COMMD4,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,DUSP11,DDX5,WDR62,TAF6,ESPL1,DDB1,DEF6,FAM83G,IPO4,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,CCDC71L,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,STAT3,MYO5A,NIPAL3,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,TMED7,PIGQ,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,RMI2,MON1B,TMEM97,NIT2,NUF2,ZNF267,TMEM161B,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,ATP6V0B,PDK2,STRBP,DUS4L,MRPL34,PDCD2,SLC39A9,CLPTM1,RPL29,RPL35,DNAJC9,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,C14orf119,ASAP2,SNUPN,CNPY4,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,MAPRE1,CHTF18,KIF23,SLC35B1,NOTCH2,PMF1,COPG2,JMY,FKBP1A,SLC31A1,SNX18,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,FTL,DDX28,SIGMAR1,PIP4K2C,FAM133B,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,SUZ12,CAST,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,MAPRE2,RFC3,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,GOLGA8A,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,IFT46,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,GNA12,FBXO21,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,VPS29,BYSL,S100PBP,MIB2,PTMS,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,UBE2Z,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,C22orf46,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,MRPS26,LETMD1,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,MOB1A,RNF26,TIPARP,LRRC59,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,PDCD4,SMNDC1,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,CD59,TFAP4,RNFT1,MEGF8,RIMS3,FBXO7,EFTUD2,CPSF4,MRPL21,LUC7L2,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,GLRX3,STMN1,C19orf48,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,SZRD1,CGGBP1,CPNE1,SEC61B,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,CENPBD1,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,GPS2,DBI,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,TET3,FANCL,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,SEPT9,CELSR2,RBX1,RAD51AP1,ZBED5,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,TRIM4,ALG3,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,NMT2,IRF5,HAUS8,MBIP,COX7A2L,ZDHHC7,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,ZFYVE21,TM9SF3,RRAGC,ZNF121,OIP5,NRF1,WDR44,PPME1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,USP20,RBPJ,PDCD6IP,MAX,GXYLT1,LUZP1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,RAB2B,PRIM1,MAP3K4,HHEX,LUC7L3,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,VAV2,PRKAA1,C16orf87,GSPT2,TATDN3,DLGAP4,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,DE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SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,TMEM41A,DAP3,ZNF317,GADD45B,AKNA,CBX4,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL pituitary-adenoma-multihormonal pituitary-adenoma-multihormonal 0.00117313496348406 -6.74807565754582 7 5 0.00193274062620796 2587 17385 3845,4893,3265,8312,1029 KRAS,NRAS,HRAS,AXIN1,CDKN2A skin-adnexal_tumour-trichilemmoma skin-adnexal_tumour-trichilemmoma 0.00117313496348406 -6.74807565754582 7 5 0.00193274062620796 2587 17385 2261,3845,4893,5728,3265 FGFR3,KRAS,NRAS,PTEN,HRAS trichilemmoma trichilemmoma 0.00117313496348406 -6.74807565754582 7 5 0.00193274062620796 2587 17385 2261,3845,4893,5728,3265 FGFR3,KRAS,NRAS,PTEN,HRAS cervix-carcinoma-endometrioid_adenocarcinoma cervix-carcinoma-endometrioid_adenocarcinoma 0.00117313496348406 -6.74807565754582 7 5 0.00193274062620796 2587 17385 2778,3845,6794,4893,5728 GNAS,KRAS,STK11,NRAS,PTEN urinary_tract-carcinoma-transitional_cell_carcinoma urinary_tract-carcinoma-transitional_cell_carcinoma 0.00117313496348406 -6.74807565754582 7 5 0.00193274062620796 2587 17385 2261,3845,4893,3265,2956 FGFR3,KRAS,NRAS,HRAS,MSH6 endometrium-ovary-endometriosis endometrium-ovary-endometriosis 0.00120115049218481 -6.72447543800183 13 7 0.00270583687669115 2587 17385 2261,3845,8289,672,4893,5728,3265 FGFR3,KRAS,ARID1A,BRCA1,NRAS,PTEN,HRAS stomach-adenoma stomach-adenoma 0.00120115049218481 -6.72447543800183 13 7 0.00270583687669115 2587 17385 2778,7248,3845,4893,7249,3265,1029 GNAS,TSC1,KRAS,NRAS,TSC2,HRAS,CDKN2A myxofibrosarcoma myxofibrosarcoma 0.00124420017873666 -6.68926238222747 20 9 0.00347893312717433 2587 17385 2778,5925,2130,4893,4763,5728,3845,2521,3265 GNAS,RB1,EWSR1,NRAS,NF1,PTEN,KRAS,FUS,HRAS soft_tissue-fibrous_tissue_and_uncertain_origin-fibrosarcoma-myxofibrosarcoma soft_tissue-fibrous_tissue_and_uncertain_origin-fibrosarcoma-myxofibrosarcoma 0.00124420017873666 -6.68926238222747 20 9 0.00347893312717433 2587 17385 2778,5925,2130,4893,4763,5728,3845,2521,3265 GNAS,RB1,EWSR1,NRAS,NF1,PTEN,KRAS,FUS,HRAS metaplasia metaplasia 0.0013195553916534 -6.63046042362697 10 6 0.00231928875144956 2587 17385 3845,6794,5728,23451,4089,1029 KRAS,STK11,PTEN,SF3B1,SMAD4,CDKN2A renal_cell_carcinoma_unclassified renal_cell_carcinoma_unclassified 0.0013195553916534 -6.63046042362697 10 6 0.00231928875144956 2587 17385 2261,3845,4893,7428,3265,1029 FGFR3,KRAS,NRAS,VHL,HRAS,CDKN2A kidney-carcinoma-renal_cell_carcinoma_unclassified kidney-carcinoma-renal_cell_carcinoma_unclassified 0.0013195553916534 -6.63046042362697 10 6 0.00231928875144956 2587 17385 2261,3845,4893,7428,3265,1029 FGFR3,KRAS,NRAS,VHL,HRAS,CDKN2A parathyroid-hyperplasia parathyroid-hyperplasia 0.0013195553916534 -6.63046042362697 10 6 0.00231928875144956 2587 17385 2778,3845,4893,4221,79577,3265 GNAS,KRAS,NRAS,MEN1,CDC73,HRAS testis-germ_cell_tumour-teratoma testis-germ_cell_tumour-teratoma 0.0013195553916534 -6.63046042362697 10 6 0.00231928875144956 2587 17385 3845,2130,4893,7428,3265,1029 KRAS,EWSR1,NRAS,VHL,HRAS,CDKN2A adrenal_gland-adrenal_gland-adrenal_cortical_adenoma-non_functioning adrenal_gland-adrenal_gland-adrenal_cortical_adenoma-non_functioning 0.0013195553916534 -6.63046042362697 10 6 0.00231928875144956 2587 17385 2778,3845,476,4893,4221,3265 GNAS,KRAS,ATP1A1,NRAS,MEN1,HRAS eye-retina-retinoblastoma eye-retina-retinoblastoma 0.00142964180753358 -6.55033135032899 28 11 0.00425202937765752 2587 17385 5925,2130,431707,4893,5728,23451,3845,1762,3020,3265,30968 RB1,EWSR1,LHX8,NRAS,PTEN,SF3B1,KRAS,DMWD,H3F3A,HRAS,STOML2 retinoblastoma retinoblastoma 0.00142964180753358 -6.55033135032899 28 11 0.00425202937765752 2587 17385 5925,2130,431707,4893,5728,23451,3845,1762,3020,3265,30968 RB1,EWSR1,LHX8,NRAS,PTEN,SF3B1,KRAS,DMWD,H3F3A,HRAS,STOML2 anaplastic anaplastic 0.00163841234078829 -6.41402759092804 17 8 0.00309238500193274 2587 17385 1031,3845,4893,5728,3265,4089,8312,1029 CDKN2C,KRAS,NRAS,PTEN,HRAS,SMAD4,AXIN1,CDKN2A optic_nerve optic_nerve 0.00163841234078829 -6.41402759092804 17 8 0.00309238500193274 2587 17385 3845,4893,4763,5728,3265,1029,5781,1185 KRAS,NRAS,NF1,PTEN,HRAS,CDKN2A,PTPN11,CLCN6 pineal_gland pineal_gland 0.00163841234078829 -6.41402759092804 17 8 0.00309238500193274 2587 17385 3845,2130,4893,3020,3265,1029,2956,4436 KRAS,EWSR1,NRAS,H3F3A,HRAS,CDKN2A,MSH6,MSH2 central_nervous_system-optic_nerve-glioma-astrocytoma_Grade_I central_nervous_system-optic_nerve-glioma-astrocytoma_Grade_I 0.00163841234078829 -6.41402759092804 17 8 0.00309238500193274 2587 17385 3845,4893,4763,5728,3265,1029,5781,1185 KRAS,NRAS,NF1,PTEN,HRAS,CDKN2A,PTPN11,CLCN6 low_malignant_potential_(borderline)_tumour low_malignant_potential_(borderline)_tumour 0.00167959447094002 -6.38920290105057 41 14 0.0054116737533823 2587 17385 2778,2261,5925,4893,3716,5728,23451,57120,3845,672,8289,4089,3265,1029 GNAS,FGFR3,RB1,NRAS,JAK1,PTEN,SF3B1,GOPC,KRAS,BRCA1,ARID1A,SMAD4,HRAS,CDKN2A mixed_acinar-neuroendocrine-ductal_carcinoma mixed_acinar-neuroendocrine-ductal_carcinoma 0.00189203322963343 -6.27010324527549 21 9 0.00347893312717433 2587 17385 5925,4893,7249,5728,6794,3845,672,27044,4089 RB1,NRAS,TSC2,PTEN,STK11,KRAS,BRCA1,SND1,SMAD4 mixed_acinar-ductal_carcinoma mixed_acinar-ductal_carcinoma 0.00189203322963343 -6.27010324527549 21 9 0.00347893312717433 2587 17385 5925,4893,7249,5728,6794,3845,672,27044,4089 RB1,NRAS,TSC2,PTEN,STK11,KRAS,BRCA1,SND1,SMAD4 haemangioma haemangioma 0.00189203322963343 -6.27010324527549 21 9 0.00347893312717433 2587 17385 2778,7248,3845,2130,4893,7249,5728,3265,4436 GNAS,TSC1,KRAS,EWSR1,NRAS,TSC2,PTEN,HRAS,MSH2 pancreas-carcinoma-mixed_acinar-neuroendocrine-ductal_carcinoma pancreas-carcinoma-mixed_acinar-neuroendocrine-ductal_carcinoma 0.00189203322963343 -6.27010324527549 21 9 0.00347893312717433 2587 17385 5925,4893,7249,5728,6794,3845,672,27044,4089 RB1,NRAS,TSC2,PTEN,STK11,KRAS,BRCA1,SND1,SMAD4 mixed_acinar-neuroendocrine_carcinoma mixed_acinar-neuroendocrine_carcinoma 0.00189203322963343 -6.27010324527549 21 9 0.00347893312717433 2587 17385 5925,4893,7249,5728,6794,3845,672,27044,4089 RB1,NRAS,TSC2,PTEN,STK11,KRAS,BRCA1,SND1,SMAD4 pancreas-carcinoma-mixed_acinar-neuroendocrine_carcinoma pancreas-carcinoma-mixed_acinar-neuroendocrine_carcinoma 0.00189203322963343 -6.27010324527549 21 9 0.00347893312717433 2587 17385 5925,4893,7249,5728,6794,3845,672,27044,4089 RB1,NRAS,TSC2,PTEN,STK11,KRAS,BRCA1,SND1,SMAD4 pancreas-carcinoma-mixed_acinar-ductal_carcinoma pancreas-carcinoma-mixed_acinar-ductal_carcinoma 0.00189203322963343 -6.27010324527549 21 9 0.00347893312717433 2587 17385 5925,4893,7249,5728,6794,3845,672,27044,4089 RB1,NRAS,TSC2,PTEN,STK11,KRAS,BRCA1,SND1,SMAD4 hepatoblastoma hepatoblastoma 0.00192710225937457 -6.25173782433902 33 12 0.00463857750289911 2587 17385 2778,1031,4893,23451,8312,5781,3845,3020,58508,6774,3265,1029 GNAS,CDKN2C,NRAS,SF3B1,AXIN1,PTPN11,KRAS,H3F3A,KMT2C,STAT3,HRAS,CDKN2A liver-other-hepatoblastoma liver-other-hepatoblastoma 0.00192710225937457 -6.25173782433902 33 12 0.00463857750289911 2587 17385 2778,1031,4893,23451,8312,5781,3845,58508,3020,6774,3265,1029 GNAS,CDKN2C,NRAS,SF3B1,AXIN1,PTPN11,KRAS,KMT2C,H3F3A,STAT3,HRAS,CDKN2A carcinoid-endocrine_tumour carcinoid-endocrine_tumour 0.00198568244604994 -6.2217926223927 7964 1253 0.484344800927715 2587 17385 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retina retina 0.00199691968311382 -6.2161494441285 29 11 0.00425202937765752 2587 17385 5925,2130,431707,4893,5728,23451,3845,1762,3020,3265,30968 RB1,EWSR1,LHX8,NRAS,PTEN,SF3B1,KRAS,DMWD,H3F3A,HRAS,STOML2 adnexal_tumour adnexal_tumour 0.00199726286066118 -6.21597760543839 25 10 0.00386548125241593 2587 17385 2261,2130,1540,4893,5728,23451,4436,3845,3265,1029 FGFR3,EWSR1,CYLD,NRAS,PTEN,SF3B1,MSH2,KRAS,HRAS,CDKN2A urinary_tract-renal_pelvis-carcinoma-transitional_cell_carcinoma urinary_tract-renal_pelvis-carcinoma-transitional_cell_carcinoma 0.00209486091981639 -6.16826811453422 14 7 0.00270583687669115 2587 17385 2261,3845,4893,5728,7428,3265,2956 FGFR3,KRAS,NRAS,PTEN,VHL,HRAS,MSH6 ovary-sex_cord-stromal_tumour ovary-sex_cord-stromal_tumour 0.00209486091981639 -6.16826811453422 14 7 0.00270583687669115 2587 17385 2778,6794,3020,6774,23451,1029,5781 GNAS,STK11,H3F3A,STAT3,SF3B1,CDKN2A,PTPN11 endometriosis endometriosis 0.00209486091981639 -6.16826811453422 14 7 0.00270583687669115 2587 17385 2261,3845,8289,672,4893,5728,3265 FGFR3,KRAS,ARID1A,BRCA1,NRAS,PTEN,HRAS central_nervous_system-spinal_cord-atypical_teratoid-rhabdoid_tumour central_nervous_system-spinal_cord-atypical_teratoid-rhabdoid_tumour 0.00212988213692261 -6.15168863556994 60 18 0.00695786625434867 2587 17385 4893,4763,7428,3845,672,58508,4221,2778,5925,2261,5728,4436,5781,6794,4089,3265,2956,1029 NRAS,NF1,VHL,KRAS,BRCA1,KMT2C,MEN1,GNAS,RB1,FGFR3,PTEN,MSH2,PTPN11,STK11,SMAD4,HRAS,MSH6,CDKN2A submaxillary submaxillary 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 3845,4893,23451,3265 KRAS,NRAS,SF3B1,HRAS skin-neck-other-lichenoid_keratosis skin-neck-other-lichenoid_keratosis 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-flank-other-lichenoid_keratosis skin-flank-other-lichenoid_keratosis 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS upper_aerodigestive_tract-trachea-other-papilloma upper_aerodigestive_tract-trachea-other-papilloma 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A autonomic_ganglia-abdomen-paraganglioma autonomic_ganglia-abdomen-paraganglioma 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 4149,4221,4763,7428 MAX,MEN1,NF1,VHL skin-arm-malignant_melanoma-nodular skin-arm-malignant_melanoma-nodular 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 3845,4893,5728,3265 KRAS,NRAS,PTEN,HRAS skin-lower_back-other-lichenoid_keratosis skin-lower_back-other-lichenoid_keratosis 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-forearm-other-lichenoid_keratosis skin-forearm-other-lichenoid_keratosis 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-shoulder-other-nevus_sebaceous skin-shoulder-other-nevus_sebaceous 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-leg-other-keratoacanthoma skin-leg-other-keratoacanthoma 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A skin-face-other-nevus_sebaceous skin-face-other-nevus_sebaceous 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-ear-other-nevus_sebaceous skin-ear-other-nevus_sebaceous 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-trunk-other-keratoacanthoma skin-trunk-other-keratoacanthoma 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A skin-scalp-other-nevus_sebaceous skin-scalp-other-nevus_sebaceous 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS upper_aerodigestive_tract-mouth-other-leukoplakia-hyperplakia-erythroplakia upper_aerodigestive_tract-mouth-other-leukoplakia-hyperplakia-erythroplakia 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A skin-head_neck-other-keratoacanthoma skin-head_neck-other-keratoacanthoma 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A Hurthle_cell_tumour Hurthle_cell_tumour 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 3845,4893,8030,3265 KRAS,NRAS,CCDC6,HRAS minor minor 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 3845,4893,3265,2120 KRAS,NRAS,HRAS,ETV6 haematopoietic_and_lymphoid_tissue-liver-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma haematopoietic_and_lymphoid_tissue-liver-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 5925,3845,4893,3265 RB1,KRAS,NRAS,HRAS large_intestine-anus-carcinoma-adenocarcinoma large_intestine-anus-carcinoma-adenocarcinoma 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A lichenoid_keratosis lichenoid_keratosis 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-hand-other-lichenoid_keratosis skin-hand-other-lichenoid_keratosis 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-chest-other-lichenoid_keratosis skin-chest-other-lichenoid_keratosis 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-breast-other-nevus_sebaceous skin-breast-other-nevus_sebaceous 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-other-lichenoid_keratosis skin-other-lichenoid_keratosis 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-lower_leg-other-lichenoid_keratosis skin-lower_leg-other-lichenoid_keratosis 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-face-other-lichenoid_keratosis skin-face-other-lichenoid_keratosis 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS leukoplakia-hyperplakia-erythroplakia leukoplakia-hyperplakia-erythroplakia 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A urinary_tract-renal_pelvis-carcinoma urinary_tract-renal_pelvis-carcinoma 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A skin-lower_back-other-nevus_sebaceous skin-lower_back-other-nevus_sebaceous 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-breast-other-lichenoid_keratosis skin-breast-other-lichenoid_keratosis 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-upper_back-other-lichenoid_keratosis skin-upper_back-other-lichenoid_keratosis 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-upper_leg-other-lichenoid_keratosis skin-upper_leg-other-lichenoid_keratosis 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS thyroid-adenoma-nodule-goitre-Hurthle_cell_tumour thyroid-adenoma-nodule-goitre-Hurthle_cell_tumour 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 3845,4893,8030,3265 KRAS,NRAS,CCDC6,HRAS skin-trunk-carcinoma-squamous_cell_carcinoma skin-trunk-carcinoma-squamous_cell_carcinoma 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A syringocystadenoma_papilliferum syringocystadenoma_papilliferum 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS ependymoma_Grade_I ependymoma_Grade_I 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 7248,7249,4221,1029 TSC1,TSC2,MEN1,CDKN2A skin-chest-carcinoma-basal_cell_carcinoma skin-chest-carcinoma-basal_cell_carcinoma 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 3845,1540,4893,3265 KRAS,CYLD,NRAS,HRAS skin-upper_arm-other-lichenoid_keratosis skin-upper_arm-other-lichenoid_keratosis 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS xanthomatous xanthomatous 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 3845,4893,5728,3265 KRAS,NRAS,PTEN,HRAS skin-adnexal_tumour-syringocystadenoma_papilliferum skin-adnexal_tumour-syringocystadenoma_papilliferum 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS meninges-meningioma-xanthomatous meninges-meningioma-xanthomatous 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 3845,4893,5728,3265 KRAS,NRAS,PTEN,HRAS skin-neck-other-nevus_sebaceous skin-neck-other-nevus_sebaceous 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-shoulder-other-lichenoid_keratosis skin-shoulder-other-lichenoid_keratosis 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS lung-right-other-papilloma lung-right-other-papilloma 0.0021559070102766 -6.13954375753502 5 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A sex_cord-stromal_tumour sex_cord-stromal_tumour 0.00217919993629721 -6.12879747124127 42 14 0.0054116737533823 2587 17385 2778,1031,1788,4893,5728,23451,5781,6794,3845,672,3020,6774,3265,1029 GNAS,CDKN2C,DNMT3A,NRAS,PTEN,SF3B1,PTPN11,STK11,KRAS,BRCA1,H3F3A,STAT3,HRAS,CDKN2A endometrium-carcinoma-adenocarcinoma endometrium-carcinoma-adenocarcinoma 0.00221967971957116 -6.11039236396938 51 16 0.00618477000386548 2587 17385 4893,7428,23451,3845,1031,2778,5925,2261,5728,5781,4436,6794,3265,4089,2956,1029 NRAS,VHL,SF3B1,KRAS,CDKN2C,GNAS,RB1,FGFR3,PTEN,PTPN11,MSH2,STK11,HRAS,SMAD4,MSH6,CDKN2A epithelioid epithelioid 0.00238796471261291 -6.03731386052373 38 13 0.0050251256281407 2587 17385 7248,5925,4893,79728,7249,4763,5728,23451,3845,2521,4089,3265,1029 TSC1,RB1,NRAS,PALB2,TSC2,NF1,PTEN,SF3B1,KRAS,FUS,SMAD4,HRAS,CDKN2A central_nervous_system-brain-glioma-oligoastrocytoma central_nervous_system-brain-glioma-oligoastrocytoma 0.00249890226214233 -5.99190373868155 47 15 0.00579822187862389 2587 17385 1031,5515,5925,4287,5728,9821,23152,51072,1431,56922,7072,9972,1029,8880,9736 CDKN2C,PPP2CA,RB1,ATXN3,PTEN,RB1CC1,CIC,MEMO1,CS,MCCC1,TIA1,NUP153,CDKN2A,FUBP1,USP34 endometrium-carcinoma-mixed_adenosquamous_carcinoma endometrium-carcinoma-mixed_adenosquamous_carcinoma 0.00253807740687815 -5.97634841099106 11 6 0.00231928875144956 2587 17385 3845,4893,5728,3265,23451,1029 KRAS,NRAS,PTEN,HRAS,SF3B1,CDKN2A stomach-carcinoma-tubular_adenocarcinoma stomach-carcinoma-tubular_adenocarcinoma 0.00253807740687815 -5.97634841099106 11 6 0.00231928875144956 2587 17385 3845,6794,4893,23451,3265,2956 KRAS,STK11,NRAS,SF3B1,HRAS,MSH6 skin-scalp-malignant_melanoma-lentigo_maligna skin-scalp-malignant_melanoma-lentigo_maligna 0.00253807740687815 -5.97634841099106 11 6 0.00231928875144956 2587 17385 3845,6794,4893,5728,3265,1029 KRAS,STK11,NRAS,PTEN,HRAS,CDKN2A central_nervous_system-cerebellum-glioma-astrocytoma_Grade_II central_nervous_system-cerebellum-glioma-astrocytoma_Grade_II 0.00253807740687815 -5.97634841099106 11 6 0.00231928875144956 2587 17385 3845,4893,3020,5728,3265,1029 KRAS,NRAS,H3F3A,PTEN,HRAS,CDKN2A tubular_adenocarcinoma tubular_adenocarcinoma 0.00253807740687815 -5.97634841099106 11 6 0.00231928875144956 2587 17385 3845,6794,4893,23451,3265,2956 KRAS,STK11,NRAS,SF3B1,HRAS,MSH6 stomach-carcinoma-adenocarcinoma stomach-carcinoma-adenocarcinoma 0.00266352145213656 -5.92810617752418 15615 2363 0.913413219945883 2587 17385 51696,65986,89845,3074,10618,81669,26263,29904,51078,5887,79572,1785,30834,117246,9736,284001,2067,4893,79813,56992,3185,11169,54531,11083,4171,57403,4087,58526,6233,399687,8473,4358,4086,7627,311,124411,23480,26088,84939,51622,7204,51596,51715,79734,54930,440275,83464,5073,79577,140465,115201,374395,57026,9126,50628,9961,79902,22870,26986,387338,5464,3475,55109,221937,79171,23560,55700,54948,2002,7458,51109,10916,3836,2114,129450,26100,22902,10611,80221,391,11336,56910,143187,90355,283899,347734,253558,55758,8895,57189,55147,147923,25909,25771,57533,10691,55968,55752,7769,23171,23144,26225,79031,29886,79956,3419,10553,4209,10430,79807,85461,4144,112936,286053,23603,79823,5536,10531,203068,51397,353274,22927,83605,10211,11119,55102,84836,79660,51280,84878,10075,339324,80218,308,26046,89910,4676,374655,8128,200916,6709,6780,255758,57062,6867,57380,3939,23593,117177,23548,8301,9467,6573,51,10447,64782,84875,7533,168451,54865,116496,81559,64848,29907,9939,27044,80230,201292,10444,5621,11103,4218,23225,221294,26155,1983,10460,157680,26469,54468,6628,153364,990,57050,55193,4953,27005,9697,23219,9274,92714,8754,1855,8650,163050,148304,348180,64761,84240,1063,51142,10787,55316,64759,10923,126432,23648,23303,8932,7507,191,5935,2733,51642,90678,84064,84284,50814,262,157922,388561,79091,3384,51657,26060,166379,157567,6257,6390,5108,2590,64418,84166,10856,84280,4649,9133,7874,55830,6181,8802,196528,56255,6513,526,5093,4067,7409,51249,54534,5687,25888,55900,27154,23435,55973,10106,27339,10105,51780,84057,1182,330,7879,651746,10450,25978,7416,8667,199953,51031,3416,8449,115426,128866,7517,56288,83596,55388,28974,9903,11333,55143,54495,375,56996,10844,4189,9456,84172,6048,29890,56342,387,55197,9044,7156,23365,84759,9416,22931,782,7726,10016,51382,84456,83541,55247,1486,56987,3614,6883,7026,10114,3428,7295,23511,3015,25957,94107,5589,10713,7329,51312,57168,126299,5867,6434,8801,27097,168850,988,147807,8910,23762,54888,23326,1207,8661,9203,84444,55677,55608,7454,146909,7174,54955,64393,8704,55119,5965,51759,2130,6240,9744,2683,84908,9913,55858,55666,4849,10615,57599,6242,9731,23016,51088,55144,4436,54872,26578,23194,64976,84629,221061,8542,1984,9648,5558,22936,157506,4242,6229,26003,154,10694,4548,84295,5204,28231,79573,2801,27316,51586,9063,55198,142891,11165,1029,118472,4287,5894,9778,79074,7957,51293,890,9110,7159,9716,389677,80895,51755,8819,23476,10589,26502,56262,26610,83451,9088,79754,10155,11198,27335,29082,55871,22926,7518,8745,8899,4719,55635,4204,79048,10363,11060,152789,55186,8812,22826,23587,8313,10370,65094,2648,55863,5877,158,55690,9790,3784,23252,153642,23499,3832,1316,54939,64744,51100,4542,55654,64423,6992,8446,1655,284403,6878,9700,5813,1642,50619,644815,79711,5412,26151,93183,57128,29933,55585,11156,55299,9801,79943,10992,78991,998,23336,2806,221895,3032,84154,51006,26505,10498,6733,55255,51520,54819,165055,987,51259,25870,58508,11054,5635,55723,6167,4122,56478,23350,4253,10795,27183,5504,135293,63929,5997,55646,23625,5438,10906,10147,2629,83939,84447,1613,55843,84930,6675,4783,79672,7534,5476,10140,22850,6938,5564,4191,6597,4998,54700,165324,3376,10849,9928,51013,1431,1212,10126,1477,5450,56893,29107,84842,5229,6404,55234,6310,2739,4967,23299,23705,55741,64224,54472,2178,53615,8050,6203,84964,6836,56931,406,81611,2289,84336,202243,19,84306,2730,8480,10540,53371,26511,10608,23142,5305,9213,83706,3799,27252,9632,6238,9181,8125,143458,6774,4644,57185,9352,51105,55827,51571,55254,27032,117584,9382,23186,3275,7942,221496,5976,9844,23264,23220,57178,7013,3265,54520,11116,9091,10554,116840,26051,55876,283237,23047,9972,29843,27315,11070,389072,84259,79666,25855,170394,91107,55717,8312,56006,84851,83752,4729,79142,64781,6522,2145,3693,4000,28985,54606,8894,92745,3344,79587,7916,29035,9821,10771,9489,4605,54887,6430,4350,9782,1528,23154,5439,84193,93081,375743,57472,54820,54583,7756,84079,21,84324,10625,22879,116028,27346,56954,83540,10308,6941,153396,3895,351,23683,23059,488,51096,2926,1854,54877,51434,25897,143684,54982,252839,79571,254225,113,9550,22875,157313,2287,56834,10521,54927,5830,8881,28996,154141,148022,8566,27107,309,51643,64395,9354,2113,7485,168374,56902,824,120,79723,23170,53373,81542,4670,126321,3945,5530,51426,10899,2014,54545,7784,5140,81930,8030,5597,201725,4065,60386,23179,5660,79968,3476,11124,1355,375790,9984,10007,60313,84919,1457,10969,9815,329,64756,9231,27,7516,118813,79892,5796,11140,6670,4234,3035,2764,23344,54443,5869,6009,1809,79735,55038,4796,11270,4669,60,7596,83590,10664,427,139818,55252,9684,116150,10999,4299,29969,9794,9267,4835,84135,27102,1982,51304,64598,150771,996,8773,9519,54496,154881,1540,7360,11316,54985,284273,9453,84268,5886,533,5164,55342,11062,64981,5134,79685,55334,1209,6159,11224,23234,9107,4773,221656,221079,57602,133957,51069,476,1198,5709,55165,126328,55192,80818,8648,51629,51530,7705,127002,51362,27333,60682,1611,10020,79677,23647,55922,494143,28969,56897,10728,818,9761,7753,23398,26240,89941,4758,7165,51125,10857,2734,84668,26750,11065,79717,4712,29801,5361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bone-coccyx-chordoma bone-coccyx-chordoma 0.00274419754174995 -5.89826658127603 8 5 0.00193274062620796 2587 17385 3845,4893,3020,3265,1029 KRAS,NRAS,H3F3A,HRAS,CDKN2A haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-marginal_zone_lymphoma haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-marginal_zone_lymphoma 0.00274419754174995 -5.89826658127603 8 5 0.00193274062620796 2587 17385 3845,4853,4893,7128,3265 KRAS,NOTCH2,NRAS,TNFAIP3,HRAS autonomic_ganglia-abdomen-paraganglioma-benign autonomic_ganglia-abdomen-paraganglioma-benign 0.00274419754174995 -5.89826658127603 8 5 0.00193274062620796 2587 17385 3845,4893,7428,3265,1029 KRAS,NRAS,VHL,HRAS,CDKN2A junctional junctional 0.00274419754174995 -5.89826658127603 8 5 0.00193274062620796 2587 17385 2261,3845,4893,3265,1029 FGFR3,KRAS,NRAS,HRAS,CDKN2A endometrium-hyperplasia endometrium-hyperplasia 0.00274419754174995 -5.89826658127603 8 5 0.00193274062620796 2587 17385 3845,4893,5728,3265,4436 KRAS,NRAS,PTEN,HRAS,MSH2 multihormonal multihormonal 0.00274419754174995 -5.89826658127603 8 5 0.00193274062620796 2587 17385 3845,4893,3265,8312,1029 KRAS,NRAS,HRAS,AXIN1,CDKN2A salivary_gland-retromolar-carcinoma-adenoid_cystic_carcinoma salivary_gland-retromolar-carcinoma-adenoid_cystic_carcinoma 0.00274419754174995 -5.89826658127603 8 5 0.00193274062620796 2587 17385 3845,4893,5728,3265,1029 KRAS,NRAS,PTEN,HRAS,CDKN2A cervix-carcinoma-small_cell_carcinoma cervix-carcinoma-small_cell_carcinoma 0.00274419754174995 -5.89826658127603 8 5 0.00193274062620796 2587 17385 5925,3845,4893,23451,3265 RB1,KRAS,NRAS,SF3B1,HRAS trichoblastoma trichoblastoma 0.00274419754174995 -5.89826658127603 8 5 0.00193274062620796 2587 17385 2261,3845,1540,4893,3265 FGFR3,KRAS,CYLD,NRAS,HRAS endocervical_adenocarcinoma endocervical_adenocarcinoma 0.00274419754174995 -5.89826658127603 8 5 0.00193274062620796 2587 17385 2778,3845,6794,4893,5728 GNAS,KRAS,STK11,NRAS,PTEN skin-neck-malignant_melanoma-superficial_spreading skin-neck-malignant_melanoma-superficial_spreading 0.00274419754174995 -5.89826658127603 8 5 0.00193274062620796 2587 17385 3845,4893,5728,3265,1029 KRAS,NRAS,PTEN,HRAS,CDKN2A actinic_keratosis actinic_keratosis 0.00274419754174995 -5.89826658127603 8 5 0.00193274062620796 2587 17385 2261,3845,4893,3265,1029 FGFR3,KRAS,NRAS,HRAS,CDKN2A skin-neck-malignant_melanoma-nodular skin-neck-malignant_melanoma-nodular 0.00274419754174995 -5.89826658127603 8 5 0.00193274062620796 2587 17385 3845,4893,5728,3265,1029 KRAS,NRAS,PTEN,HRAS,CDKN2A cervix-carcinoma-endocervical_adenocarcinoma cervix-carcinoma-endocervical_adenocarcinoma 0.00274419754174995 -5.89826658127603 8 5 0.00193274062620796 2587 17385 2778,3845,6794,4893,5728 GNAS,KRAS,STK11,NRAS,PTEN teratoma teratoma 0.00277054548217166 -5.88871105319835 52 16 0.00618477000386548 2587 17385 2130,1788,4893,25896,4763,5728,7428,23451,8312,4436,1660,6597,3845,3265,4089,1029 EWSR1,DNMT3A,NRAS,INTS7,NF1,PTEN,VHL,SF3B1,AXIN1,MSH2,DHX9,SMARCA4,KRAS,HRAS,SMAD4,CDKN2A basal_(triple-negative)_carcinoma basal_(triple-negative)_carcinoma 0.00278508455948729 -5.88347704359083 3035 502 0.194047158871279 2587 17385 54520,11116,65986,4149,7249,7798,5589,29801,331,10713,50804,26263,29904,22852,8853,9910,84922,9972,994,10342,25976,1786,29843,9736,6731,578,80228,2067,4893,2551,208,4288,10592,11083,23326,9212,899,865,84296,91107,79026,7454,4087,54502,56852,8312,7174,3688,8473,6041,54480,7188,409,90850,3066,27250,11325,59269,10808,2130,389,5562,7410,6240,51715,9744,4125,440275,4853,83464,5663,79577,28985,55225,9126,51320,223082,25896,471,9678,4436,1612,84282,54882,1936,9655,9648,7637,7916,157506,4242,9100,54887,6016,5339,8289,4580,154,2002,388,23154,355,3151,7520,5792,2114,1845,139735,51614,47,9063,84669,80124,142891,2821,54820,4217,1017,3073,91768,1029,21,4287,1788,9322,5894,23512,288,5879,22879,143187,4627,56954,598,10308,9673,5566,3925,3895,85021,54467,890,26233,6464,22992,5899,51377,9663,54877,115,9306,55968,57122,1027,7267,25897,10535,9716,57506,64783,1386,23144,51755,1072,1639,23141,8036,23476,2077,79607,26610,9088,4209,79807,85461,23085,27436,10155,6873,5515,5889,3716,5525,6294,79823,6772,6400,148022,2521,10531,348654,2139,10721,121268,8899,8975,55593,136051,9612,9334,4204,91404,6929,8315,641,50615,2113,2309,54497,10459,252969,57458,11060,55159,824,84991,11235,283459,10075,5728,5511,11108,8313,5781,26046,124565,89910,1385,54620,10651,10499,2956,5170,55734,7128,2648,10276,143,3609,158,54545,23252,23499,1316,90121,2011,8301,8772,643641,7733,23014,9817,8030,11244,81029,4236,5597,7027,5371,10128,6992,23179,84875,254065,6878,7533,11124,1642,54865,7629,221150,4763,90379,60313,81559,84919,1457,51427,9294,84196,29978,1432,329,286826,55120,9231,27,667,23225,5906,998,2806,51193,221895,92241,5296,23446,7516,2120,55094,9929,6917,4603,4968,11140,157680,5347,10801,1952,54468,4690,51107,7428,10635,987,6241,990,4041,397,672,23344,58508,54443,27005,6009,1809,4122,23219,1874,122809,8754,6794,1855,11200,10980,163786,25913,8650,64761,55355,1063,8649,9159,10664,4205,9967,139818,51735,64759,5925,203523,81671,8932,7507,23204,63925,9646,27245,596,9735,9794,9690,54764,23152,10147,55074,3845,1982,84930,2778,6390,7248,51562,2803,5108,58517,6675,79728,146198,7534,23636,4649,5928,10140,57107,4152,6938,10163,7874,5564,55870,1540,79585,84231,54737,196528,2305,6513,5395,79038,6597,5326,3661,2132,7675,84268,8078,7409,7812,533,4193,11062,4931,10270,51013,1431,6185,10006,1856,5450,55334,55114,330,64320,65010,339175,4773,4967,221656,2178,8667,57602,5445,54431,23118,90592,11329,6778,115426,8648,8237,80709,3020,57154,65980,5594,19,54532,4089,84306,56288,127002,60682,9320,839,2138,26511,51621,55922,1452,8323,26271,8916,2261,3662,653784,56259,10283,9360,29117,64794,26039,84172,6774,4644,7040,91746,6868,387,3150,259266,57708,23365,4221,3275,84759,7942,5595,150726,51382,332,9844,7030,55247,114882,23220,10868,9406,3516,34,80152,3265 CCDC93,FGFR1OP,ZBTB10,MAX,TSC2,LUZP1,PRKCSH,ZDHHC8,XIAP,USP39,MYEF2,FBXO22,EEF2K,ANKRD26,ASAP2,RABGAP1L,FIZ1,NUP153,CDC25B,TFG,TIPARP,DNMT1,SENP1,USP34,SRP72,BAK1,ORAI2,ERCC1,NRAS,GABPA,AKT2,MKI67,SMC2,DIDO1,USP22,AURKB,CCNF,CBFB,GINS4,TRIM47,AHNAK,WAS,SMAD2,RBM47,RAD18,AXIN1,TPP2,ITGB1,OGT,RNASEL,CHPF2,TRAF5,ARRB2,ZNF598,HDAC2,PDCD4,DDX42,HIVEP3,HSPH1,EWSR1,RHOC,PRKAA1,VAV2,RRM1,RAB23,ACAP1,MAN2B1,EIF2AK4,NOTCH2,APH1B,PSEN1,CDC73,MCTS1,RAVER2,SMC3,MEX3C,ZNRF2,INTS7,ATIC,PHF14,MSH2,DAPK1,RNF135,ANKHD1,EEF1D,SOCS5,GCC2,ZNF84,PRRC2A,RDH10,MFNG,USP10,UHRF1BP1,RIT1,PLEC,ARID1A,MTX1,ADRB2,ELK1,RHOB,NCDN,FAS,HMGN2,XRCC5,PTPRF,ETS2,DUSP3,ZFP92,ERGIC3,ACLY,PIAS2,USP32,VCPIP1,SAMD8,GPI,NDE1,MAP3K5,CDK2,HEXA,CABLES1,CDKN2A,ABCA3,ATXN3,DNMT3A,TRIP10,RAF1,SUZ12,ANK3,RAC1,MON1B,VTI1A,MYH9,NIT2,BCL2L1,ZNF267,SLC25A44,PRKACA,STMN1,KTN1,REPS1,ANKIB1,CCNA2,FBXL6,SHC1,KDM2A,RALB,UCHL5,LPIN2,ZCCHC2,ADCY9,SOCS6,NSFL1C,NUP107,CDKN1B,TTC3,RNF19A,RNASEH2A,AQR,MAVS,RBM15,ATF2,ZC3H3,CDK12,CFL1,DCTN1,ANKLE2,SHOC2,BRD4,ERF,FAM118B,ELP4,PKMYT1,MEF2D,GSTCD,TANC1,ERC1,EML4,TRIM28,TAF2,PPP2CA,RAD51C,JAK1,PPP2R5A,SAFB,CAMKMT,STAT1,SEL1L,TICAM1,FUS,PITRM1,GEN1,EYA2,POLQ,RHEBL1,PRPF4B,USP13,OTUD5,ZNF786,NCOR2,B4GALT5,MECP2,SESTD1,TCF3,BRAP,BLM,IL21R,ETS1,FOXO3,HEATR5B,MAD2L2,NEIL2,TMCC3,WWP2,RFWD3,CAPN2,RBM17,PDCD10,GATC,HUWE1,PTEN,PPP1R8,PRDM4,AXIN2,PTPN11,LTN1,SLC38A10,UBE3B,CREB1,FBXL19,MTX2,NCOA2,MSH6,PDPK1,ZFP64,TNFAIP3,KAT2A,NET1,PARP4,ILF3,ADSL,MTMR12,OTUD3,MACF1,KLF6,TSR2,MARK2,PICALM,FADD,ZNF862,ZNF180,FBXO21,KEAP1,CCDC6,ZHX1,WNT5B,MFAP1,MAPK6,TFDP1,PML,LRPPRC,PPP1R11,RGL1,PARP10,BRWD3,TAF6,YWHAH,FAF1,DDB1,GPATCH4,ZNF76,SKA3,NF1,DCAF15,GPBP1L1,TRIM11,PPP1R15B,CSNK2A1,ZNF107,S1PR2,USP48,UBQLN2,MAPK14,BIRC2,LIN9,FANCL,DLG5,ABL2,DST,NUP210,RAP1A,CDC42,GOT2,ZNF639,JAZF1,RCSD1,PIK3R2,SLC44A1,XRCC2,ETV6,GPATCH1,JOSD1,TCEA1,MYBL1,OGG1,CDC37,VPS13B,PLK1,SEPT9,CELSR2,MIOS,NCK1,APH1A,VHL,RAD51AP1,LRBA,RRM2,CDC6,LRP5,ARHGDIB,BRCA1,ESYT1,KMT2C,ANLN,USP21,RHEB,DPYSL3,MAN2A2,FBXO28,E2F4,SOCS4,ADAM9,STK11,DVL1,CHEK2,COPS6,SASS6,POT1,NUMB,PARP12,HJURP,CENPF,LAMTOR3,PCSK7,CTCF,MEF2A,THRAP3,DOCK11,RAPGEF6,TNS3,RB1,ZNF449,VMP1,MBD2,XPA,ARL6IP1,ZNF335,CTR9,AHDC1,BCL2,KNTC1,MAML1,UBE3C,ZRANB1,CIC,SUGP2,OXR1,KRAS,EIF4G2,MASTL,GNAS,SDHB,TSC1,MBIP,GOLGA4,PCM1,RBM25,UAP1,PALB2,ZFP90,YWHAZ,NUP62,MYO9A,RBBP4,TOB1,PDSS2,MBD1,TCF12,WASF2,USP7,PRKAB1,ASH1L,CYLD,CORO7,TRAF7,MPHOSPH8,ARID2,FOXM1,SLC2A1,PMS2,ZFYVE21,SMARCA4,PLAGL2,IRF3,EXT2,ZNF121,RPAIN,USP5,VAV1,CSDE1,ATP6V0B,MDM2,DUS4L,NVL,AKAP8,EXOSC1,CS,RPN2,ABI1,DVL2,POU2AF1,SLC39A9,ARHGAP17,BIRC3,RNF25,SLC26A6,METTL2A,NFATC2,OGDH,KDM1B,FANCE,EIF3H,USP36,PON2,DNAJC10,TAB2,ZNF700,STK38,STAT6,UHRF2,NCOA1,USP11,AKNA,H3F3A,SMURF1,BRD9,MAPK1,ABCA1,USP53,SMAD4,PDCD2L,PARD3,ATXN7L2,SMAP1,TRIP12,CASP6,EYA1,CHIC2,KLF13,NKRF,CSNK1A1,FZD6,FBXO5,HERC3,FGFR3,IRF4,MZT2A,CTNNBL1,CWC27,PPIG,BRD7,DDX31,SS18L1,POLR1B,STAT3,MYO5A,TGFB1,YTHDC1,ADAM17,RHOA,HMGN1,ASPM,MIER1,ARHGEF12,MEN1,PRMT2,PCGF1,TFEB,MAPK3,FBXO41,ATP6V1D,BIRC5,ELMO1,TFE3,NEIL3,OSBPL8,DTX4,USP20,ZRANB2,RBPJ,ACADM,CENPT,HRAS breast-carcinoma-basal_(triple-negative)_carcinoma breast-carcinoma-basal_(triple-negative)_carcinoma 0.00278508455948729 -5.88347704359083 3035 502 0.194047158871279 2587 17385 54520,11116,65986,4149,7249,7798,5589,29801,331,10713,50804,26263,29904,22852,8853,9910,84922,9972,994,10342,25976,1786,29843,9736,6731,578,80228,2067,4893,2551,208,4288,10592,11083,23326,9212,899,865,84296,91107,79026,7454,4087,54502,56852,8312,7174,3688,8473,6041,54480,7188,409,90850,3066,27250,11325,59269,10808,2130,389,5562,7410,6240,51715,9744,4125,440275,4853,83464,5663,79577,28985,55225,9126,51320,223082,25896,471,9678,4436,1612,84282,54882,1936,9655,9648,7637,7916,157506,4242,9100,54887,6016,5339,8289,4580,154,2002,388,23154,355,3151,7520,5792,2114,1845,139735,51614,47,9063,84669,80124,142891,2821,54820,4217,1017,3073,91768,1029,21,4287,1788,9322,5894,23512,288,5879,22879,143187,4627,56954,598,10308,9673,5566,3925,3895,85021,54467,890,26233,6464,22992,5899,51377,9663,54877,115,9306,55968,57122,1027,7267,25897,10535,9716,57506,64783,1386,23144,51755,1072,1639,23141,8036,23476,2077,79607,26610,9088,4209,79807,85461,23085,27436,10155,6873,5515,5889,3716,5525,6294,79823,6772,6400,148022,2521,10531,348654,2139,10721,121268,8899,8975,55593,136051,9612,9334,4204,91404,6929,8315,641,50615,2113,2309,54497,10459,252969,57458,11060,55159,824,84991,11235,283459,10075,5728,5511,11108,8313,5781,26046,124565,89910,1385,54620,10651,10499,2956,5170,55734,7128,2648,10276,143,3609,158,54545,23252,23499,1316,90121,2011,8301,8772,643641,7733,23014,9817,8030,11244,81029,4236,5597,7027,5371,10128,6992,23179,84875,254065,6878,7533,11124,1642,54865,7629,221150,4763,90379,60313,81559,84919,1457,51427,9294,84196,29978,1432,329,286826,55120,9231,27,667,23225,5906,998,2806,51193,221895,92241,5296,23446,7516,2120,55094,9929,6917,4603,4968,11140,157680,5347,10801,1952,54468,4690,51107,7428,10635,987,6241,990,4041,397,672,23344,58508,54443,27005,6009,1809,4122,23219,1874,122809,8754,6794,1855,11200,10980,163786,25913,8650,64761,55355,1063,8649,9159,10664,4205,9967,139818,51735,64759,5925,203523,81671,8932,7507,23204,63925,9646,27245,596,9735,9794,9690,54764,23152,10147,55074,3845,1982,84930,2778,6390,7248,51562,2803,5108,58517,6675,79728,146198,7534,23636,4649,5928,10140,57107,4152,6938,10163,7874,5564,55870,1540,79585,84231,54737,196528,2305,6513,5395,79038,6597,5326,3661,2132,7675,84268,8078,7409,7812,533,4193,11062,4931,10270,51013,1431,6185,10006,1856,5450,55334,55114,330,64320,65010,339175,4773,4967,221656,2178,8667,57602,5445,54431,23118,90592,11329,6778,115426,8648,8237,80709,3020,57154,65980,5594,19,54532,4089,84306,56288,127002,60682,9320,839,2138,26511,51621,55922,1452,8323,26271,8916,2261,3662,653784,56259,10283,9360,29117,64794,26039,84172,6774,4644,7040,91746,6868,387,3150,259266,57708,23365,4221,3275,84759,7942,5595,150726,51382,332,9844,7030,55247,114882,23220,10868,9406,3516,34,80152,3265 CCDC93,FGFR1OP,ZBTB10,MAX,TSC2,LUZP1,PRKCSH,ZDHHC8,XIAP,USP39,MYEF2,FBXO22,EEF2K,ANKRD26,ASAP2,RABGAP1L,FIZ1,NUP153,CDC25B,TFG,TIPARP,DNMT1,SENP1,USP34,SRP72,BAK1,ORAI2,ERCC1,NRAS,GABPA,AKT2,MKI67,SMC2,DIDO1,USP22,AURKB,CCNF,CBFB,GINS4,TRIM47,AHNAK,WAS,SMAD2,RBM47,RAD18,AXIN1,TPP2,ITGB1,OGT,RNASEL,CHPF2,TRAF5,ARRB2,ZNF598,HDAC2,PDCD4,DDX42,HIVEP3,HSPH1,EWSR1,RHOC,PRKAA1,VAV2,RRM1,RAB23,ACAP1,MAN2B1,EIF2AK4,NOTCH2,APH1B,PSEN1,CDC73,MCTS1,RAVER2,SMC3,MEX3C,ZNRF2,INTS7,ATIC,PHF14,MSH2,DAPK1,RNF135,ANKHD1,EEF1D,SOCS5,GCC2,ZNF84,PRRC2A,RDH10,MFNG,USP10,UHRF1BP1,RIT1,PLEC,ARID1A,MTX1,ADRB2,ELK1,RHOB,NCDN,FAS,HMGN2,XRCC5,PTPRF,ETS2,DUSP3,ZFP92,ERGIC3,ACLY,PIAS2,USP32,VCPIP1,SAMD8,GPI,NDE1,MAP3K5,CDK2,HEXA,CABLES1,CDKN2A,ABCA3,ATXN3,DNMT3A,TRIP10,RAF1,SUZ12,ANK3,RAC1,MON1B,VTI1A,MYH9,NIT2,BCL2L1,ZNF267,SLC25A44,PRKACA,STMN1,KTN1,REPS1,ANKIB1,CCNA2,FBXL6,SHC1,KDM2A,RALB,UCHL5,LPIN2,ZCCHC2,ADCY9,SOCS6,NSFL1C,NUP107,CDKN1B,TTC3,RNF19A,RNASEH2A,AQR,MAVS,RBM15,ATF2,ZC3H3,CDK12,CFL1,DCTN1,ANKLE2,SHOC2,BRD4,ERF,FAM118B,ELP4,PKMYT1,MEF2D,GSTCD,TANC1,ERC1,EML4,TRIM28,TAF2,PPP2CA,RAD51C,JAK1,PPP2R5A,SAFB,CAMKMT,STAT1,SEL1L,TICAM1,FUS,PITRM1,GEN1,EYA2,POLQ,RHEBL1,PRPF4B,USP13,OTUD5,ZNF786,NCOR2,B4GALT5,MECP2,SESTD1,TCF3,BRAP,BLM,IL21R,ETS1,FOXO3,HEATR5B,MAD2L2,NEIL2,TMCC3,WWP2,RFWD3,CAPN2,RBM17,PDCD10,GATC,HUWE1,PTEN,PPP1R8,PRDM4,AXIN2,PTPN11,LTN1,SLC38A10,UBE3B,CREB1,FBXL19,MTX2,NCOA2,MSH6,PDPK1,ZFP64,TNFAIP3,KAT2A,NET1,PARP4,ILF3,ADSL,MTMR12,OTUD3,MACF1,KLF6,TSR2,MARK2,PICALM,FADD,ZNF862,ZNF180,FBXO21,KEAP1,CCDC6,ZHX1,WNT5B,MFAP1,MAPK6,TFDP1,PML,LRPPRC,PPP1R11,RGL1,PARP10,BRWD3,TAF6,YWHAH,FAF1,DDB1,GPATCH4,ZNF76,SKA3,NF1,DCAF15,GPBP1L1,TRIM11,PPP1R15B,CSNK2A1,ZNF107,S1PR2,USP48,UBQLN2,MAPK14,BIRC2,LIN9,FANCL,DLG5,ABL2,DST,NUP210,RAP1A,CDC42,GOT2,ZNF639,JAZF1,RCSD1,PIK3R2,SLC44A1,XRCC2,ETV6,GPATCH1,JOSD1,TCEA1,MYBL1,OGG1,CDC37,VPS13B,PLK1,SEPT9,CELSR2,MIOS,NCK1,APH1A,VHL,RAD51AP1,LRBA,RRM2,CDC6,LRP5,ARHGDIB,BRCA1,ESYT1,KMT2C,ANLN,USP21,RHEB,DPYSL3,MAN2A2,FBXO28,E2F4,SOCS4,ADAM9,STK11,DVL1,CHEK2,COPS6,SASS6,POT1,NUMB,PARP12,HJURP,CENPF,LAMTOR3,PCSK7,CTCF,MEF2A,THRAP3,DOCK11,RAPGEF6,TNS3,RB1,ZNF449,VMP1,MBD2,XPA,ARL6IP1,ZNF335,CTR9,AHDC1,BCL2,KNTC1,MAML1,UBE3C,ZRANB1,CIC,SUGP2,OXR1,KRAS,EIF4G2,MASTL,GNAS,SDHB,TSC1,MBIP,GOLGA4,PCM1,RBM25,UAP1,PALB2,ZFP90,YWHAZ,NUP62,MYO9A,RBBP4,TOB1,PDSS2,MBD1,TCF12,WASF2,USP7,PRKAB1,ASH1L,CYLD,CORO7,TRAF7,MPHOSPH8,ARID2,FOXM1,SLC2A1,PMS2,ZFYVE21,SMARCA4,PLAGL2,IRF3,EXT2,ZNF121,RPAIN,USP5,VAV1,CSDE1,ATP6V0B,MDM2,DUS4L,NVL,AKAP8,EXOSC1,CS,RPN2,ABI1,DVL2,POU2AF1,SLC39A9,ARHGAP17,BIRC3,RNF25,SLC26A6,METTL2A,NFATC2,OGDH,KDM1B,FANCE,EIF3H,USP36,PON2,DNAJC10,TAB2,ZNF700,STK38,STAT6,UHRF2,NCOA1,USP11,AKNA,H3F3A,SMURF1,BRD9,MAPK1,ABCA1,USP53,SMAD4,PDCD2L,PARD3,ATXN7L2,SMAP1,TRIP12,CASP6,EYA1,CHIC2,KLF13,NKRF,CSNK1A1,FZD6,FBXO5,HERC3,FGFR3,IRF4,MZT2A,CTNNBL1,CWC27,PPIG,BRD7,DDX31,SS18L1,POLR1B,STAT3,MYO5A,TGFB1,YTHDC1,ADAM17,RHOA,HMGN1,ASPM,MIER1,ARHGEF12,MEN1,PRMT2,PCGF1,TFEB,MAPK3,FBXO41,ATP6V1D,BIRC5,ELMO1,TFE3,NEIL3,OSBPL8,DTX4,USP20,ZRANB2,RBPJ,ACADM,CENPT,HRAS lung-carcinoma-mixed_adenosquamous_carcinoma lung-carcinoma-mixed_adenosquamous_carcinoma 0.00291128684682244 -5.83916008014425 111 28 0.0108233475067646 2587 17385 55827,4149,1788,4893,79065,7428,23451,6597,3831,3845,58508,27436,54497,2778,3799,2261,3106,5925,5728,8030,471,5781,6794,10342,140459,3265,4089,1029 DCAF6,MAX,DNMT3A,NRAS,ATG9A,VHL,SF3B1,SMARCA4,KLC1,KRAS,KMT2C,EML4,HEATR5B,GNAS,KIF5B,FGFR3,HLA-B,RB1,PTEN,CCDC6,ATIC,PTPN11,STK11,TFG,ASB6,HRAS,SMAD4,CDKN2A soft_tissue-fibrous_tissue_and_uncertain_origin-gastrointestinal_stromal_tumour soft_tissue-fibrous_tissue_and_uncertain_origin-gastrointestinal_stromal_tumour 0.00293318920064887 -5.83166498351574 76 21 0.00811751063007344 2587 17385 79956,4893,4690,4763,23451,3845,5605,1613,2778,5925,6448,5728,5781,8914,3020,1201,6774,5223,3265,1029,10057 ERMP1,NRAS,NCK1,NF1,SF3B1,KRAS,MAP2K2,DAPK3,GNAS,RB1,SGSH,PTEN,PTPN11,TIMELESS,H3F3A,CLN3,STAT3,PGAM1,HRAS,CDKN2A,ABCC5 salivary_gland-submaxillary-carcinoma-adenocarcinoma salivary_gland-submaxillary-carcinoma-adenocarcinoma 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS breast-carcinoma-ER-HER-positive_carcinoma breast-carcinoma-ER-HER-positive_carcinoma 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 8289,60313,90592 ARID1A,GPBP1L1,ZNF700 skin-face-carcinoma-squamous_cell_carcinoma_BRAF_inhibitor_related skin-face-carcinoma-squamous_cell_carcinoma_BRAF_inhibitor_related 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-foot-carcinoma-squamous_cell_carcinoma skin-foot-carcinoma-squamous_cell_carcinoma 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS keratoacanthoma_BRAF_inhibitor_related keratoacanthoma_BRAF_inhibitor_related 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-neck-carcinoma-Merkel_cell_carcinoma skin-neck-carcinoma-Merkel_cell_carcinoma 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 5925,3845,4893 RB1,KRAS,NRAS salivary_gland-parotid-carcinoma-basal_cell_carcinoma salivary_gland-parotid-carcinoma-basal_cell_carcinoma 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS upper_aerodigestive_tract-mouth-carcinoma-mixed_adenosquamous_carcinoma upper_aerodigestive_tract-mouth-carcinoma-mixed_adenosquamous_carcinoma 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS soft_tissue-fat-lipoma-spindle_cell soft_tissue-fat-lipoma-spindle_cell 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 2778,5925,2521 GNAS,RB1,FUS skin-neck-carcinoma-squamous_cell_carcinoma_BRAF_inhibitor_related skin-neck-carcinoma-squamous_cell_carcinoma_BRAF_inhibitor_related 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS mixed_tumour mixed_tumour 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-neck-other-keratoacanthoma_BRAF_inhibitor_related skin-neck-other-keratoacanthoma_BRAF_inhibitor_related 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS haematopoietic_and_lymphoid_tissue-other-autoimmune_leukoproliferative_disease haematopoietic_and_lymphoid_tissue-other-autoimmune_leukoproliferative_disease 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS acanthoma_BRAF_inhibitor_related acanthoma_BRAF_inhibitor_related 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-lower_leg-carcinoma-squamous_cell_carcinoma_BRAF_inhibitor_related skin-lower_leg-carcinoma-squamous_cell_carcinoma_BRAF_inhibitor_related 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS central_nervous_system-brain-glioma-ependymoma_Grade_I central_nervous_system-brain-glioma-ependymoma_Grade_I 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 7248,7249,1029 TSC1,TSC2,CDKN2A NS-carcinoma-small_cell_carcinoma NS-carcinoma-small_cell_carcinoma 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS lobular_endocervical_glandular_hyperplasia lobular_endocervical_glandular_hyperplasia 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 2778,3845,6794 GNAS,KRAS,STK11 soft_tissue-fibrous_tissue_and_uncertain_origin-fibroxanthoma soft_tissue-fibrous_tissue_and_uncertain_origin-fibroxanthoma 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS biliary_tract-bile_duct-carcinoma-squamous_cell_carcinoma biliary_tract-bile_duct-carcinoma-squamous_cell_carcinoma 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-face-other-acanthoma_BRAF_inhibitor_related skin-face-other-acanthoma_BRAF_inhibitor_related 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS cervix-other-lobular_endocervical_glandular_hyperplasia cervix-other-lobular_endocervical_glandular_hyperplasia 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 2778,3845,6794 GNAS,KRAS,STK11 skin-sole-malignant_melanoma-superficial_spreading skin-sole-malignant_melanoma-superficial_spreading 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS ER-HER-positive_carcinoma ER-HER-positive_carcinoma 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 8289,60313,90592 ARID1A,GPBP1L1,ZNF700 biliary_tract-bile_duct-carcinoma-undifferentiated_carcinoma biliary_tract-bile_duct-carcinoma-undifferentiated_carcinoma 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-eye-carcinoma-squamous_cell_carcinoma_BRAF_inhibitor_related skin-eye-carcinoma-squamous_cell_carcinoma_BRAF_inhibitor_related 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS pancreas-other-papillary_cystic_tumour pancreas-other-papillary_cystic_tumour 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-malignant_melanoma-mucosal_lentiginous skin-malignant_melanoma-mucosal_lentiginous 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS salivary_gland-submaxillary-other-mixed_tumour salivary_gland-submaxillary-other-mixed_tumour 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS salivary_gland-minor-carcinoma-adenocarcinoma salivary_gland-minor-carcinoma-adenocarcinoma 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS pancreas-ampulla_of_Vater-carcinoid-endocrine_tumour pancreas-ampulla_of_Vater-carcinoid-endocrine_tumour 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS pituitary-carcinoma-ACTH_non_functioning pituitary-carcinoma-ACTH_non_functioning 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS anaplastic_renal_cell_carcinoma anaplastic_renal_cell_carcinoma 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS papillary_cystic_tumour papillary_cystic_tumour 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS salivary_gland-sublingual-carcinoma-adenocarcinoma salivary_gland-sublingual-carcinoma-adenocarcinoma 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS upper_aerodigestive_tract-larynx-other-papilloma upper_aerodigestive_tract-larynx-other-papilloma 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 6794,5728,1029 STK11,PTEN,CDKN2A adrenal_gland-adrenal_cortical_adenoma-aldosterone_producing adrenal_gland-adrenal_cortical_adenoma-aldosterone_producing 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS upper_aerodigestive_tract-trachea-carcinoma-adenocarcinoma upper_aerodigestive_tract-trachea-carcinoma-adenocarcinoma 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS adenoma_malignum adenoma_malignum 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 2778,3845,6794 GNAS,KRAS,STK11 parosteal parosteal 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 2778,5925,1029 GNAS,RB1,CDKN2A giant_cell giant_cell 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS pituitary-carcinoma-PRL pituitary-carcinoma-PRL 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS autoimmune_leukoproliferative_disease autoimmune_leukoproliferative_disease 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-ear-carcinoma-squamous_cell_carcinoma_BRAF_inhibitor_related skin-ear-carcinoma-squamous_cell_carcinoma_BRAF_inhibitor_related 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-conjunctiva-benign_melanocytic_nevus skin-conjunctiva-benign_melanocytic_nevus 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS cervix-adenoma_malignum cervix-adenoma_malignum 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 2778,3845,6794 GNAS,KRAS,STK11 bone-mandible-cemento-ossifying_fibroma bone-mandible-cemento-ossifying_fibroma 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 2778,2521,79577 GNAS,FUS,CDC73 soft_tissue-fibrous_tissue_and_uncertain_origin-malignant_fibrous_histiocytoma-pleomorphic_sarcoma-giant_cell soft_tissue-fibrous_tissue_and_uncertain_origin-malignant_fibrous_histiocytoma-pleomorphic_sarcoma-giant_cell 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS kidney-carcinoma-anaplastic_renal_cell_carcinoma kidney-carcinoma-anaplastic_renal_cell_carcinoma 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-trunk-carcinoma-squamous_cell_carcinoma_BRAF_inhibitor_related skin-trunk-carcinoma-squamous_cell_carcinoma_BRAF_inhibitor_related 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-knee-other-keratoacanthoma_BRAF_inhibitor_related skin-knee-other-keratoacanthoma_BRAF_inhibitor_related 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-trunk-other-keratoacanthoma_BRAF_inhibitor_related skin-trunk-other-keratoacanthoma_BRAF_inhibitor_related 0.00329182211219571 -5.71631403401989 3 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS malignant_melanoma malignant_melanoma 0.00330612828274561 -5.71197747732777 16380 2467 0.953614224971009 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,SMAD1,ZNF75A,ANXA11,SLC25A33,ZNF720,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,ERV3-1,PDXP,SMC3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,FAM72D,EXOC3,RHOG,STARD7,C5orf30,VTI1A,SLC35B2,INO80E,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,ZNF226,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,KANSL2,UBE3B,NAP1L4,ZNF710,ST8SIA2,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,RYBP,VPS13B,PTPN18,MIOS,MBLAC2,SNRPB,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,NCKAP1,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,CHMP4B,XRCC3,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,CDCA8,TMX3,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,WBP1L,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,NR2F2,PGAM1,HIPK3,IFI16,NUP188,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,CISD2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,NPLOC4,CNOT3,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,OSTF1,FBXL7,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,CCNK,DNAJC8,ELP5,AXIN2,CITED2,JMJD4,KAT2A,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,COMMD4,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,FAM83G,IPO4,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,RMI2,MON1B,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,COX15,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,SP3,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,TBPL1,PRMT7,KCTD7,CYLD,UGP2,COPE,ZADH2,GGPS1,RAD23A,ATP6V0B,PDK2,STRBP,DUS4L,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,RPS6KC1,UBE2C,PPCS,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,FTL,DDX28,SIGMAR1,PIP4K2C,FAM133B,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,CAST,SUZ12,RAC1,GPR89A,OLA1,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,ATP13A1,MAPRE2,RFC3,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,GOLGA8A,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,STRIP1,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,VPS29,BYSL,S100PBP,MIB2,IER2,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,UBE2Z,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,KIFAP3,BCL2,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,SRSF3,MBD6,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,PDCD4,SMNDC1,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,CD59,RNFT1,RIMS3,MEGF8,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,GLRX3,STMN1,C19orf48,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,SZRD1,CGGBP1,CPNE1,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,COQ4,ITGB8,ARF5,ARHGEF1,GTF2H2,FBXL19,TTPAL,UTP20,MAGT1,GPS2,DBI,SSNA1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,CELSR2,SEPT9,RBX1,APH1A,RAD51AP1,ZBED5,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,TRIM4,ALG3,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,NMT2,IRF5,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,OIP5,NRF1,WDR44,PPME1,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,UNK,CMAS,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,CBFB,RFC2,RAB2B,PRIM1,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,ANKH,C16orf87,VAV2,PRKAA1,GSPT2,TATDN3,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,TPST1,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PNA,PTDSS1,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKRD28,ANKLE1,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,DAP3,TMEM41A,ZNF317,GADD45B,AKNA,REEP4,CBX4,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL mixed_adenosquamous_carcinoma mixed_adenosquamous_carcinoma 0.00334190564533659 -5.70121408220073 112 28 0.0108233475067646 2587 17385 55827,4149,1788,4893,79065,7428,23451,6597,3831,3845,58508,27436,54497,2778,3799,2261,3106,5925,5728,8030,471,5781,6794,10342,140459,3265,4089,1029 DCAF6,MAX,DNMT3A,NRAS,ATG9A,VHL,SF3B1,SMARCA4,KLC1,KRAS,KMT2C,EML4,HEATR5B,GNAS,KIF5B,FGFR3,HLA-B,RB1,PTEN,CCDC6,ATIC,PTPN11,STK11,TFG,ASB6,HRAS,SMAD4,CDKN2A soft_tissue-fibrous_tissue_and_uncertain_origin-gastrointestinal_stromal_tumour-epithelioid soft_tissue-fibrous_tissue_and_uncertain_origin-gastrointestinal_stromal_tumour-epithelioid 0.00342656457155337 -5.67619710236085 15 7 0.00270583687669115 2587 17385 5925,3845,2521,4763,5728,3265,1029 RB1,KRAS,FUS,NF1,PTEN,HRAS,CDKN2A meninges-meningioma-transitional meninges-meningioma-transitional 0.00342656457155337 -5.67619710236085 15 7 0.00270583687669115 2587 17385 1031,3845,4893,5728,3265,4089,1029 CDKN2C,KRAS,NRAS,PTEN,HRAS,SMAD4,CDKN2A meninges-meningioma-atypical meninges-meningioma-atypical 0.00342656457155337 -5.67619710236085 15 7 0.00270583687669115 2587 17385 1031,3845,4893,5728,3265,4089,1029 CDKN2C,KRAS,NRAS,PTEN,HRAS,SMAD4,CDKN2A transitional transitional 0.00342656457155337 -5.67619710236085 15 7 0.00270583687669115 2587 17385 1031,3845,4893,5728,3265,4089,1029 CDKN2C,KRAS,NRAS,PTEN,HRAS,SMAD4,CDKN2A biliary_tract-bile_duct-carcinoma biliary_tract-bile_duct-carcinoma 0.00342656457155337 -5.67619710236085 15 7 0.00270583687669115 2587 17385 3845,4893,23451,3265,4089,1029,5879 KRAS,NRAS,SF3B1,HRAS,SMAD4,CDKN2A,RAC1 testis-germ_cell_tumour-mixed testis-germ_cell_tumour-mixed 0.00342656457155337 -5.67619710236085 15 7 0.00270583687669115 2587 17385 3845,6794,4893,7428,23451,3265,1029 KRAS,STK11,NRAS,VHL,SF3B1,HRAS,CDKN2A meninges-meningioma-anaplastic meninges-meningioma-anaplastic 0.00342656457155337 -5.67619710236085 15 7 0.00270583687669115 2587 17385 1031,3845,4893,5728,3265,4089,1029 CDKN2C,KRAS,NRAS,PTEN,HRAS,SMAD4,CDKN2A ovary-germ_cell_tumour-dysgerminoma ovary-germ_cell_tumour-dysgerminoma 0.00342656457155337 -5.67619710236085 15 7 0.00270583687669115 2587 17385 3845,672,1788,4893,3265,4089,1029 KRAS,BRCA1,DNMT3A,NRAS,HRAS,SMAD4,CDKN2A dysgerminoma dysgerminoma 0.00342656457155337 -5.67619710236085 15 7 0.00270583687669115 2587 17385 3845,672,1788,4893,3265,4089,1029 KRAS,BRCA1,DNMT3A,NRAS,HRAS,SMAD4,CDKN2A spinal_cord spinal_cord 0.0034733211851876 -5.6626440288779 149 35 0.0135291843834557 2587 17385 51552,2130,4763,3693,667,2261,5925,1520,27154,5728,4174,2120,79572,4436,5781,6102,2956,10498,10057,4893,7428,4288,389072,3845,29882,672,4221,58508,2778,6794,3020,9133,3265,4089,1029 RAB14,EWSR1,NF1,ITGB5,DST,FGFR3,RB1,CTSS,BRPF3,PTEN,MCM5,ETV6,ATP13A3,MSH2,PTPN11,RP2,MSH6,CARM1,ABCC5,NRAS,VHL,MKI67,PLEKHM3,KRAS,ANAPC2,BRCA1,MEN1,KMT2C,GNAS,STK11,H3F3A,CCNB2,HRAS,SMAD4,CDKN2A gliosarcoma gliosarcoma 0.00386140551345249 -5.55672403912588 19 8 0.00309238500193274 2587 17385 1031,3845,4893,3020,5728,23451,3265,1029 CDKN2C,KRAS,NRAS,H3F3A,PTEN,SF3B1,HRAS,CDKN2A spindle_and_epithelioid spindle_and_epithelioid 0.00386140551345249 -5.55672403912588 19 8 0.00309238500193274 2587 17385 5925,4893,4763,5728,3845,5605,3265,1029 RB1,NRAS,NF1,PTEN,KRAS,MAP2K2,HRAS,CDKN2A haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-chronic_lymphocytic_leukaemia-small_lymphocytic_lymphoma haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-chronic_lymphocytic_leukaemia-small_lymphocytic_lymphoma 0.00386140551345249 -5.55672403912588 19 8 0.00309238500193274 2587 17385 5925,3845,4893,330,5728,23451,3265,1029 RB1,KRAS,NRAS,BIRC3,PTEN,SF3B1,HRAS,CDKN2A soft_tissue-fibrous_tissue_and_uncertain_origin-gastrointestinal_stromal_tumour-spindle_and_epithelioid soft_tissue-fibrous_tissue_and_uncertain_origin-gastrointestinal_stromal_tumour-spindle_and_epithelioid 0.00386140551345249 -5.55672403912588 19 8 0.00309238500193274 2587 17385 5925,4893,4763,5728,3845,3265,5605,1029 RB1,NRAS,NF1,PTEN,KRAS,HRAS,MAP2K2,CDKN2A ovary-germ_cell_tumour-teratoma ovary-germ_cell_tumour-teratoma 0.00397558626600667 -5.52758305344761 23 9 0.00347893312717433 2587 17385 3845,1788,4893,5728,23451,3265,4089,1029,4436 KRAS,DNMT3A,NRAS,PTEN,SF3B1,HRAS,SMAD4,CDKN2A,MSH2 eye-uveal_tract-malignant_melanoma eye-uveal_tract-malignant_melanoma 0.00436217560239236 -5.43478435470159 151 35 0.0135291843834557 2587 17385 5965,9185,4763,23451,26511,5827,23155,4125,50804,2962,2261,5925,25926,5728,4436,26155,5781,2956,1936,4893,51056,7428,3845,672,4221,58508,5698,2778,7343,5426,27316,6794,3265,4089,1029 RECQL,REPS2,NF1,SF3B1,CHIC2,PXMP2,CLCC1,MAN2B1,MYEF2,GTF2F1,FGFR3,RB1,NOL11,PTEN,MSH2,NOC2L,PTPN11,MSH6,EEF1D,NRAS,LAP3,VHL,KRAS,BRCA1,MEN1,KMT2C,PSMB9,GNAS,UBTF,POLE,RBMX,STK11,HRAS,SMAD4,CDKN2A ovary-low_malignant_potential_(borderline)_tumour ovary-low_malignant_potential_(borderline)_tumour 0.00444016825026199 -5.41706300905282 12 6 0.00231928875144956 2587 17385 3845,4893,3716,5728,23451,1029 KRAS,NRAS,JAK1,PTEN,SF3B1,CDKN2A pituitary-adenoma-GH-PRL pituitary-adenoma-GH-PRL 0.00444016825026199 -5.41706300905282 12 6 0.00231928875144956 2587 17385 2778,1031,5925,4221,8312,1029 GNAS,CDKN2C,RB1,MEN1,AXIN1,CDKN2A lymphoplasmacytic_lymphoma lymphoplasmacytic_lymphoma 0.00444016825026199 -5.41706300905282 12 6 0.00231928875144956 2587 17385 3845,8289,4893,5728,3265,1029 KRAS,ARID1A,NRAS,PTEN,HRAS,CDKN2A GH-PRL GH-PRL 0.00444016825026199 -5.41706300905282 12 6 0.00231928875144956 2587 17385 2778,1031,5925,4221,8312,1029 GNAS,CDKN2C,RB1,MEN1,AXIN1,CDKN2A adenoma-nodule-goitre adenoma-nodule-goitre 0.00460966374332493 -5.37960036534431 64 18 0.00695786625434867 2587 17385 4893,7428,3845,4221,23085,3895,2778,5925,2261,5108,5728,8030,5781,6794,10342,3265,4089,1029 NRAS,VHL,KRAS,MEN1,ERC1,KTN1,GNAS,RB1,FGFR3,PCM1,PTEN,CCDC6,PTPN11,STK11,TFG,HRAS,SMAD4,CDKN2A frontal_lobe frontal_lobe 0.0047943840236179 -5.34031004112647 74 20 0.00773096250483185 2587 17385 4893,4763,7428,3845,23344,4221,63931,5605,2778,1031,2261,4218,5728,4436,1027,6949,3020,3265,2956,1029 NRAS,NF1,VHL,KRAS,ESYT1,MEN1,MRPS14,MAP2K2,GNAS,CDKN2C,FGFR3,RAB8A,PTEN,MSH2,CDKN1B,TCOF1,H3F3A,HRAS,MSH6,CDKN2A adrenal_gland-pheochromocytoma adrenal_gland-pheochromocytoma 0.00484031107841104 -5.33077628792 50 15 0.00579822187862389 2587 17385 2778,2261,5925,4149,4893,4763,5728,7428,5781,3845,6794,4221,3265,4089,1029 GNAS,FGFR3,RB1,MAX,NRAS,NF1,PTEN,VHL,PTPN11,KRAS,STK11,MEN1,HRAS,SMAD4,CDKN2A acinic_cell_carcinoma acinic_cell_carcinoma 0.00486004911391735 -5.32670673537649 32 11 0.00425202937765752 2587 17385 4893,5728,2120,142891,6794,3845,55227,4089,3265,1029,55186 NRAS,PTEN,ETV6,SAMD8,STK11,KRAS,LRRC1,SMAD4,HRAS,CDKN2A,SLC25A36 ovary-sex_cord-stromal_tumour-granulosa_cell_tumour ovary-sex_cord-stromal_tumour-granulosa_cell_tumour 0.00486004911391735 -5.32670673537649 32 11 0.00425202937765752 2587 17385 2778,1031,1788,4893,5728,23451,6794,3845,672,3265,1029 GNAS,CDKN2C,DNMT3A,NRAS,PTEN,SF3B1,STK11,KRAS,BRCA1,HRAS,CDKN2A granulosa_cell_tumour granulosa_cell_tumour 0.00486004911391735 -5.32670673537649 32 11 0.00425202937765752 2587 17385 2778,1031,1788,4893,5728,23451,6794,3845,672,3265,1029 GNAS,CDKN2C,DNMT3A,NRAS,PTEN,SF3B1,STK11,KRAS,BRCA1,HRAS,CDKN2A haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm 0.00502515149804094 -5.2932996766276 7517 1179 0.455740239659838 2587 17385 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PC1A,GOLGA4,PRPS2,RNF114,CYLD,UGP2,MRPL39,SUMO2,COPE,DUSP22,GGPS1,COMMD8,MDM2,STRBP,CORO1A,MINPP1,METTL9,SLC39A9,CLPTM1,PSMA8,COQ10B,BTG2,CPOX,CYP20A1,MTMR6,NFATC2,PRPF3,KDM1B,ARL5B,TXNL4A,DNAJC10,ATP1A1,SCAP,CLK3,DNAJC17,ZNF436,NCOA1,LTA4H,INTS2,CTDP1,GOLIM4,CDC40,MIF4GD,RRP15,DAP,GNE,ARID5A,SMC6,SUMF1,CHAC2,GGA2,BZW2,TFRC,WRNIP1,PTPN2,SLC1A4,CWC27,SLC35B4,ABCD1,DDX31,PTGES3,RPAP3,MLEC,CNTN5,SNX2,CHCHD6,TPD52L2,KPNA4,GOLGA7,TFE3,CDCA7L,GLG1,PKD2,RPS6KC1,CHMP7,TMEM41B,TAP1,YTHDF3,PLXNA1,IKBIP,COMMD6,ELMOD2,ASAP2,SNUPN,CYB5RL,PARPBP,PLCL2,DNMT1,SEH1L,NOL12,ORAI2,DDX20,GALNT7,CCNF,MCFD2,TMED10,WDR4,EIF2D,DHTKD1,UQCRH,TRAF5,RTN3,SVIP,DDX58,WSB2,PPIB,MAPRE1,MUT,HLA-E,KIF23,SLC35B1,NOTCH2,MAN2B1,METTL3,COPG2,NDUFS4,RNF121,BDH1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,GNAI2,EEF1D,TERF2,SEPT8,PLEC,TOMM40,KDM3A,SF3A2,FAS,ADSS,EPRS,ZFP92,NSF,DCK,QARS,ERGIC3,LPCAT4,MAP3K5,YY1,CABLES1,ZC3HAV1,DNMT3A,RPS6KA1,SUZ12,SF3B1,EIF3D,OLA1,KLHL18,ADPGK,PHC2,FLAD1,CRKL,APLP2,KDM2A,SHC1,UCHL5,CDKN1B,NAA35,CDKN2AIP,CCT2,RFC3,MAPRE2,MKLN1,CUL3,SLBP,GALK2,POLG2,SHCBP1,AP4E1,DHX57,PRDM11,VEZF1,JAK1,PPP2R5A,TBL3,STAT1,PPA2,KLHDC4,PDCD11,ATMIN,POLQ,OTUD5,POU3F2,PKP4,TCF3,MRI1,SLC25A12,AGPAT3,MYNN,BLM,SPR,RAB11A,REEP5,FOXO3,CCDC28A,TMCC3,RBM17,PTEN,CRAT,UPF2,IFT46,PACS2,TSHZ1,ZFP64,NEK7,DENND4C,PARP4,RPL8,TBRG4,LRRC1,RHOT1,ECH1,GNA12,FBXO21,C1orf131,HGS,PRDX3,MFAP1,STX18,TFDP1,CCDC69,ASNA1,BRWD3,ESYT2,MIB2,SKA3,NPHP4,UBE2E2,PLXNC1,NOP2,ST13,TMEM184B,ALKBH5,DNAJC24,ZNF107,SIRT2,USP48,SNRPD3,MAPK14,SNAPC4,EDC3,UBLCP1,ZNF804A,THADA,EIF4A3,AP3S2,ZNHIT6,IMPAD1,ATG3,DPYSL2,RCSD1,PHTF1,AKR1B1,RP2,NFU1,TECR,ARID4A,TRIM14,FYTTD1,TDP1,TRIM8,SLC16A7,STK17B,DHX15,ABHD5,GEMIN5,CXXC4,IARS2,GALNT10,SASS6,STARD3NL,SLC12A7,TBC1D12,PIGN,MED13L,TIA1,EPHX2,SRRT,RHBDD1,KIFAP3,BCL2,GLTP,KNTC1,UBE3C,N4BP2,ZNF189,HP1BP3,VOPP1,OXR1,THNSL1,SEPT7,CAND1,GNAS,TSC1,NAP1L1,EXOC4,KIAA1328,ZFP90,NUP62,PITPNA,NAA20,PTDSS1,PDSS2,WASF2,MMACHC,IMMT,ASH1L,MPHOSPH8,GNPNAT1,WDYHV1,HNRNPUL2,CHD1,PAIP1,MEAF6,CCDC50,AKAP8,PARL,RPN2,APOOL,CHTOP,F2R,ABI1,MOSPD1,ACSL5,FAM172A,ZNF500,NLN,NDUFB1,BUD13,BTBD1,RAD54B,DAP3,TAB2,TULP3,GADD45B,WDR59,SCARB1,GAS2,AKNA,SMURF1,TSPAN5,KIF3B,CDS2,GOLPH3L,CASP6,EYA1,DBF4,MRPS26,KLF13,MFSD10,HDDC2,MAN1A1,GART,CTNNBL1,YIF1B,TTC17,GINS1,ZDHHC18,ADAM17,ASPM,PPP1R21,PRKAR1B,MEN1,ZNF407,TARS,MAPK3,MFN2,ATAD2,PLAA,OSBPL8,MBD6,TATDN1,IDH3B,ATP6V1C1 flank flank 0.00531640308727812 -5.23695831570887 16 7 0.00270583687669115 2587 17385 2261,3845,4893,5728,3265,1029,5781 FGFR3,KRAS,NRAS,PTEN,HRAS,CDKN2A,PTPN11 Bowen_disease Bowen_disease 0.00541944307835302 -5.21776222188144 9 5 0.00193274062620796 2587 17385 2261,3845,4893,3265,1029 FGFR3,KRAS,NRAS,HRAS,CDKN2A haematopoietic_and_lymphoid_tissue-large_intestine-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma haematopoietic_and_lymphoid_tissue-large_intestine-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma 0.00541944307835302 -5.21776222188144 9 5 0.00193274062620796 2587 17385 5925,3845,4893,7128,3265 RB1,KRAS,NRAS,TNFAIP3,HRAS soft_tissue-fibrous_tissue_and_uncertain_origin-malignant_fibrous_histiocytoma-pleomorphic_sarcoma-storiform_pleomorphic soft_tissue-fibrous_tissue_and_uncertain_origin-malignant_fibrous_histiocytoma-pleomorphic_sarcoma-storiform_pleomorphic 0.00541944307835302 -5.21776222188144 9 5 0.00193274062620796 2587 17385 5925,3845,4893,3265,2120 RB1,KRAS,NRAS,HRAS,ETV6 epidermal_nevus epidermal_nevus 0.00541944307835302 -5.21776222188144 9 5 0.00193274062620796 2587 17385 2261,3845,4893,5728,3265 FGFR3,KRAS,NRAS,PTEN,HRAS compound compound 0.00541944307835302 -5.21776222188144 9 5 0.00193274062620796 2587 17385 2261,3845,4893,3265,1029 FGFR3,KRAS,NRAS,HRAS,CDKN2A storiform_pleomorphic storiform_pleomorphic 0.00541944307835302 -5.21776222188144 9 5 0.00193274062620796 2587 17385 5925,3845,4893,3265,2120 RB1,KRAS,NRAS,HRAS,ETV6 in_situ_epithelial_neoplasm in_situ_epithelial_neoplasm 0.00541944307835302 -5.21776222188144 9 5 0.00193274062620796 2587 17385 2261,3845,4893,3265,1029 FGFR3,KRAS,NRAS,HRAS,CDKN2A soft_tissue-striated_muscle-rhabdomyosarcoma-pleomorphic soft_tissue-striated_muscle-rhabdomyosarcoma-pleomorphic 0.00541944307835302 -5.21776222188144 9 5 0.00193274062620796 2587 17385 3845,4893,5728,3265,1029 KRAS,NRAS,PTEN,HRAS,CDKN2A upper_aerodigestive_tract-larynx-carcinoma upper_aerodigestive_tract-larynx-carcinoma 0.00541944307835302 -5.21776222188144 9 5 0.00193274062620796 2587 17385 1031,3845,4893,3265,1029 CDKN2C,KRAS,NRAS,HRAS,CDKN2A hamartoma hamartoma 0.00541944307835302 -5.21776222188144 9 5 0.00193274062620796 2587 17385 2778,7248,3845,6794,7249 GNAS,TSC1,KRAS,STK11,TSC2 basal_cell_carcinoma basal_cell_carcinoma 0.0055324835313786 -5.19711846274868 24 9 0.00347893312717433 2587 17385 2261,1540,4893,3845,4853,3020,6774,3265,1029 FGFR3,CYLD,NRAS,KRAS,NOTCH2,H3F3A,STAT3,HRAS,CDKN2A pleomorphic pleomorphic 0.0055324835313786 -5.19711846274868 24 9 0.00347893312717433 2587 17385 5925,2130,4893,4763,5728,3845,2521,3265,1029 RB1,EWSR1,NRAS,NF1,PTEN,KRAS,FUS,HRAS,CDKN2A endometrium-carcinoma endometrium-carcinoma 0.00554572166422772 -5.19472851980819 46 14 0.0054116737533823 2587 17385 2261,5925,4893,4763,5728,7428,23451,8312,4436,6794,3845,672,3265,2956 FGFR3,RB1,NRAS,NF1,PTEN,VHL,SF3B1,AXIN1,MSH2,STK11,KRAS,BRCA1,HRAS,MSH6 paraganglioma paraganglioma 0.00559937449128225 -5.18510038546503 70 19 0.00734441437959026 2587 17385 4149,4893,2987,2581,4763,7428,3845,4853,58508,4221,5635,51657,6389,1105,2778,11021,26100,3265,1029 MAX,NRAS,GUK1,GALC,NF1,VHL,KRAS,NOTCH2,KMT2C,MEN1,PRPSAP1,STYXL1,SDHA,CHD1,GNAS,RAB35,WIPI2,HRAS,CDKN2A soft_tissue-fibrous_tissue_and_uncertain_origin-dermatofibrosarcoma_protuberans soft_tissue-fibrous_tissue_and_uncertain_origin-dermatofibrosarcoma_protuberans 0.00560620906989758 -5.18388053298247 20 8 0.00309238500193274 2587 17385 3845,2521,4893,9667,5728,3265,2120,4436 KRAS,FUS,NRAS,SAFB2,PTEN,HRAS,ETV6,MSH2 dermatofibrosarcoma_protuberans dermatofibrosarcoma_protuberans 0.00560620906989758 -5.18388053298247 20 8 0.00309238500193274 2587 17385 3845,2521,4893,9667,5728,3265,2120,4436 KRAS,FUS,NRAS,SAFB2,PTEN,HRAS,ETV6,MSH2 upper_aerodigestive_tract-larynx-carcinoma-adenoid_cystic_carcinoma upper_aerodigestive_tract-larynx-carcinoma-adenoid_cystic_carcinoma 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A skin-upper_leg-other-seborrhoeic_keratosis skin-upper_leg-other-seborrhoeic_keratosis 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 2261,5728,3265,5781 FGFR3,PTEN,HRAS,PTPN11 skin-lower_back-other-seborrhoeic_keratosis skin-lower_back-other-seborrhoeic_keratosis 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 2261,5728,3265,5781 FGFR3,PTEN,HRAS,PTPN11 pituitary-adenoma-ACTH_non_functioning pituitary-adenoma-ACTH_non_functioning 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 1031,5925,8312,1029 CDKN2C,RB1,AXIN1,CDKN2A upper_aerodigestive_tract-mouth-other-epithelial_hyperplasia upper_aerodigestive_tract-mouth-other-epithelial_hyperplasia 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A pancreas-carcinoid-endocrine_tumour-somatostatinoma pancreas-carcinoid-endocrine_tumour-somatostatinoma 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 2778,3845,4893,4221 GNAS,KRAS,NRAS,MEN1 skin-abdomen-other-seborrhoeic_keratosis skin-abdomen-other-seborrhoeic_keratosis 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 2261,5728,3265,5781 FGFR3,PTEN,HRAS,PTPN11 Hashimotos_thyroiditis Hashimotos_thyroiditis 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 3845,4893,8030,3265 KRAS,NRAS,CCDC6,HRAS central_nervous_system-cerebrum-glioma-astrocytoma_Grade_I central_nervous_system-cerebrum-glioma-astrocytoma_Grade_I 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 3845,4893,3265,5781 KRAS,NRAS,HRAS,PTPN11 lentiginous_nevus lentiginous_nevus 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS in_situ_melanotic_neoplasm in_situ_melanotic_neoplasm 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A urinary_tract-ureter-carcinoma urinary_tract-ureter-carcinoma 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A somatostatinoma somatostatinoma 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 2778,3845,4893,4221 GNAS,KRAS,NRAS,MEN1 skin-benign_melanocytic_nevus-lentiginous_nevus skin-benign_melanocytic_nevus-lentiginous_nevus 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS soft_tissue-striated_muscle-rhabdomyosarcoma-mixed soft_tissue-striated_muscle-rhabdomyosarcoma-mixed 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 3845,2130,4893,3265 KRAS,EWSR1,NRAS,HRAS lung-left_lower_lobe-carcinoma-squamous_cell_carcinoma lung-left_lower_lobe-carcinoma-squamous_cell_carcinoma 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A skin-arm-epidermal_nevus skin-arm-epidermal_nevus 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-back-other-seborrhoeic_keratosis skin-back-other-seborrhoeic_keratosis 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 2261,5728,3265,5781 FGFR3,PTEN,HRAS,PTPN11 soft_tissue-smooth_muscle-leiomyoblastoma soft_tissue-smooth_muscle-leiomyoblastoma 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 3845,4893,23451,3265 KRAS,NRAS,SF3B1,HRAS thyroid-chronic_thyroiditis-Hashimotos_thyroiditis thyroid-chronic_thyroiditis-Hashimotos_thyroiditis 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 3845,4893,8030,3265 KRAS,NRAS,CCDC6,HRAS skin-benign_melanocytic_nevus-dysplastic skin-benign_melanocytic_nevus-dysplastic 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A TSH TSH 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 2778,1031,4221,1029 GNAS,CDKN2C,MEN1,CDKN2A cervix-carcinoma-clear_cell_carcinoma cervix-carcinoma-clear_cell_carcinoma 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 3845,6794,4893,3265 KRAS,STK11,NRAS,HRAS salivary_gland-head_neck-carcinoma-adenoid_cystic_carcinoma salivary_gland-head_neck-carcinoma-adenoid_cystic_carcinoma 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A haematopoietic_and_lymphoid_tissue-thyroid-lymphoid_neoplasm haematopoietic_and_lymphoid_tissue-thyroid-lymphoid_neoplasm 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 3845,4893,8030,3265 KRAS,NRAS,CCDC6,HRAS skin-lower_leg-epidermal_nevus skin-lower_leg-epidermal_nevus 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS epithelial_hyperplasia epithelial_hyperplasia 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A skin-trunk-epidermal_nevus skin-trunk-epidermal_nevus 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-head_neck-epidermal_nevus skin-head_neck-epidermal_nevus 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-adnexal_tumour-trichoblastoma skin-adnexal_tumour-trichoblastoma 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-in_situ_epithelial_neoplasm-Bowen_disease skin-in_situ_epithelial_neoplasm-Bowen_disease 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-malignant_melanoma-in_situ_melanotic_neoplasm skin-malignant_melanoma-in_situ_melanotic_neoplasm 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A skin-upper_arm-malignant_melanoma-superficial_spreading skin-upper_arm-malignant_melanoma-superficial_spreading 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A skin-flank-other-seborrhoeic_keratosis skin-flank-other-seborrhoeic_keratosis 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 2261,5728,3265,5781 FGFR3,PTEN,HRAS,PTPN11 leiomyoblastoma leiomyoblastoma 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 3845,4893,23451,3265 KRAS,NRAS,SF3B1,HRAS pituitary-adenoma-TSH pituitary-adenoma-TSH 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 2778,1031,4221,1029 GNAS,CDKN2C,MEN1,CDKN2A skin-epidermal_nevus skin-epidermal_nevus 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS liver-other-hyperplasia liver-other-hyperplasia 0.00570307116462106 -5.16675044843196 6 4 0.00154619250096637 2587 17385 2778,6774,3572,8312 GNAS,STAT3,IL6ST,AXIN1 rhabdoid_tumour rhabdoid_tumour 0.00584168607169171 -5.14273581290486 170 38 0.0146888287591805 2587 17385 136051,2130,7249,4763,23451,6597,4650,2261,5925,4931,5728,2120,4436,5781,9961,2956,11057,4893,2987,7916,7428,84948,4288,3845,672,55193,4221,58508,2778,8030,8312,5778,8570,55526,6794,3265,4089,1029 ZNF786,EWSR1,TSC2,NF1,SF3B1,SMARCA4,MYO9B,FGFR3,RB1,NVL,PTEN,ETV6,MSH2,PTPN11,MVP,MSH6,ABHD2,NRAS,GUK1,PRRC2A,VHL,TIGD5,MKI67,KRAS,BRCA1,PBRM1,MEN1,KMT2C,GNAS,CCDC6,AXIN1,PTPN7,KHSRP,DHTKD1,STK11,HRAS,SMAD4,CDKN2A soft_tissue-striated_muscle-rhabdoid_tumour soft_tissue-striated_muscle-rhabdoid_tumour 0.00584168607169171 -5.14273581290486 170 38 0.0146888287591805 2587 17385 136051,2130,7249,4763,23451,6597,4650,2261,5925,4931,5728,2120,4436,5781,9961,2956,11057,4893,2987,7916,7428,84948,4288,3845,672,55193,4221,58508,2778,8030,8312,5778,8570,55526,6794,3265,4089,1029 ZNF786,EWSR1,TSC2,NF1,SF3B1,SMARCA4,MYO9B,FGFR3,RB1,NVL,PTEN,ETV6,MSH2,PTPN11,MVP,MSH6,ABHD2,NRAS,GUK1,PRRC2A,VHL,TIGD5,MKI67,KRAS,BRCA1,PBRM1,MEN1,KMT2C,GNAS,CCDC6,AXIN1,PTPN7,KHSRP,DHTKD1,STK11,HRAS,SMAD4,CDKN2A small_intestine-duodenum-carcinoma-adenocarcinoma small_intestine-duodenum-carcinoma-adenocarcinoma 0.00632652254106686 -5.06300455538124 33 11 0.00425202937765752 2587 17385 2778,1031,2261,4893,23451,4436,5781,6794,3845,4089,3265 GNAS,CDKN2C,FGFR3,NRAS,SF3B1,MSH2,PTPN11,STK11,KRAS,SMAD4,HRAS leiomyosarcoma leiomyosarcoma 0.0063311337885604 -5.06227594534831 42 13 0.0050251256281407 2587 17385 1031,5925,2130,4893,4763,5728,23451,2120,6794,3845,2521,3265,1029 CDKN2C,RB1,EWSR1,NRAS,NF1,PTEN,SF3B1,ETV6,STK11,KRAS,FUS,HRAS,CDKN2A soft_tissue-smooth_muscle-leiomyosarcoma soft_tissue-smooth_muscle-leiomyosarcoma 0.0063311337885604 -5.06227594534831 42 13 0.0050251256281407 2587 17385 1031,5925,2130,4893,4763,5728,23451,2120,6794,3845,2521,3265,1029 CDKN2C,RB1,EWSR1,NRAS,NF1,PTEN,SF3B1,ETV6,STK11,KRAS,FUS,HRAS,CDKN2A thyroid-carcinoma-follicular_carcinoma thyroid-carcinoma-follicular_carcinoma 0.00641683693342014 -5.04882997219004 61 17 0.00657131812910707 2587 17385 4893,7428,23451,3845,4221,27436,2778,5925,2261,5728,8030,5781,6794,10342,3265,4089,1029 NRAS,VHL,SF3B1,KRAS,MEN1,EML4,GNAS,RB1,FGFR3,PTEN,CCDC6,PTPN11,STK11,TFG,HRAS,SMAD4,CDKN2A follicular_carcinoma follicular_carcinoma 0.00641683693342014 -5.04882997219004 61 17 0.00657131812910707 2587 17385 4893,7428,23451,3845,4221,27436,2778,5925,2261,5728,8030,5781,6794,10342,3265,4089,1029 NRAS,VHL,SF3B1,KRAS,MEN1,EML4,GNAS,RB1,FGFR3,PTEN,CCDC6,PTPN11,STK11,TFG,HRAS,SMAD4,CDKN2A genital_tract-extragonadal-germ_cell_tumour genital_tract-extragonadal-germ_cell_tumour 0.0069628458521518 -4.96716700140382 29 10 0.00386548125241593 2587 17385 2778,1788,4893,5728,23451,5781,3845,3265,1029,84295 GNAS,DNMT3A,NRAS,PTEN,SF3B1,PTPN11,KRAS,HRAS,CDKN2A,PHF6 mucinous_adenocarcinoma mucinous_adenocarcinoma 0.00721646918578896 -4.93138947813197 13 6 0.00231928875144956 2587 17385 3845,6794,4893,5728,3265,2956 KRAS,STK11,NRAS,PTEN,HRAS,MSH6 upper_aerodigestive_tract-pharynx-carcinoma upper_aerodigestive_tract-pharynx-carcinoma 0.00721646918578896 -4.93138947813197 13 6 0.00231928875144956 2587 17385 1031,5925,3845,4893,23451,3265 CDKN2C,RB1,KRAS,NRAS,SF3B1,HRAS haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-Burkitt_lymphoma haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-Burkitt_lymphoma 0.00721646918578896 -4.93138947813197 13 6 0.00231928875144956 2587 17385 5925,3845,4893,5728,3265,1029 RB1,KRAS,NRAS,PTEN,HRAS,CDKN2A soft_tissue-fat-lipoma soft_tissue-fat-lipoma 0.00721646918578896 -4.93138947813197 13 6 0.00231928875144956 2587 17385 2778,5925,2521,2130,4221,1029 GNAS,RB1,FUS,EWSR1,MEN1,CDKN2A stomach-carcinoma-mucinous_adenocarcinoma stomach-carcinoma-mucinous_adenocarcinoma 0.00721646918578896 -4.93138947813197 13 6 0.00231928875144956 2587 17385 3845,6794,4893,5728,3265,2956 KRAS,STK11,NRAS,PTEN,HRAS,MSH6 parietal_lobe parietal_lobe 0.00747621740226101 -4.89602830978742 57 16 0.00618477000386548 2587 17385 4893,4763,23451,3845,4221,5605,1031,2778,55147,2261,5728,1185,4436,3020,2956,1029 NRAS,NF1,SF3B1,KRAS,MEN1,MAP2K2,CDKN2C,GNAS,RBM23,FGFR3,PTEN,CLCN6,MSH2,H3F3A,MSH6,CDKN2A ileum ileum 0.00752104515850038 -4.89005016683461 25 9 0.00347893312717433 2587 17385 2778,3845,6794,4893,4221,3265,4089,1029,5781 GNAS,KRAS,STK11,NRAS,MEN1,HRAS,SMAD4,CDKN2A,PTPN11 haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-adult_T_cell_lymphoma-leukaemia haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-adult_T_cell_lymphoma-leukaemia 0.0078909966098587 -4.84203283906458 17 7 0.00270583687669115 2587 17385 3845,5925,4893,3716,6774,23451,1029 KRAS,RB1,NRAS,JAK1,STAT3,SF3B1,CDKN2A soft_tissue-smooth_muscle-leiomyoma soft_tissue-smooth_muscle-leiomyoma 0.0078909966098587 -4.84203283906458 17 7 0.00270583687669115 2587 17385 2778,3845,672,3716,23451,221895,5781 GNAS,KRAS,BRCA1,JAK1,SF3B1,JAZF1,PTPN11 central_nervous_system-brain-glioma-gliosarcoma central_nervous_system-brain-glioma-gliosarcoma 0.0078909966098587 -4.84203283906458 17 7 0.00270583687669115 2587 17385 1031,3845,4893,3020,5728,23451,3265 CDKN2C,KRAS,NRAS,H3F3A,PTEN,SF3B1,HRAS leiomyoma leiomyoma 0.0078909966098587 -4.84203283906458 17 7 0.00270583687669115 2587 17385 2778,3845,672,3716,23451,221895,5781 GNAS,KRAS,BRCA1,JAK1,SF3B1,JAZF1,PTPN11 adult_T_cell_lymphoma-leukaemia adult_T_cell_lymphoma-leukaemia 0.0078909966098587 -4.84203283906458 17 7 0.00270583687669115 2587 17385 5925,3845,4893,3716,6774,23451,1029 RB1,KRAS,NRAS,JAK1,STAT3,SF3B1,CDKN2A small_intestine-jejunum-carcinoma-adenocarcinoma small_intestine-jejunum-carcinoma-adenocarcinoma 0.0078909966098587 -4.84203283906458 17 7 0.00270583687669115 2587 17385 2778,3845,6794,4893,4089,1029,5781 GNAS,KRAS,STK11,NRAS,SMAD4,CDKN2A,PTPN11 jejunum jejunum 0.0078909966098587 -4.84203283906458 17 7 0.00270583687669115 2587 17385 2778,3845,6794,4893,4089,1029,5781 GNAS,KRAS,STK11,NRAS,SMAD4,CDKN2A,PTPN11 basal_cell_carcinosarcoma basal_cell_carcinosarcoma 0.0078918557406891 -4.84192397017167 21 8 0.00309238500193274 2587 17385 2778,4893,7249,6597,3845,4853,58508,1029 GNAS,NRAS,TSC2,SMARCA4,KRAS,NOTCH2,KMT2C,CDKN2A signet_ring_adenocarcinoma signet_ring_adenocarcinoma 0.0078918557406891 -4.84192397017167 21 8 0.00309238500193274 2587 17385 7430,2261,3845,6794,5728,1029,2956,4436 EZR,FGFR3,KRAS,STK11,PTEN,CDKN2A,MSH6,MSH2 stomach-carcinoma-signet_ring_adenocarcinoma stomach-carcinoma-signet_ring_adenocarcinoma 0.0078918557406891 -4.84192397017167 21 8 0.00309238500193274 2587 17385 7430,2261,3845,6794,5728,1029,2956,4436 EZR,FGFR3,KRAS,STK11,PTEN,CDKN2A,MSH6,MSH2 skin-forearm-carcinoma-basal_cell_carcinosarcoma skin-forearm-carcinoma-basal_cell_carcinosarcoma 0.0078918557406891 -4.84192397017167 21 8 0.00309238500193274 2587 17385 2778,4893,7249,6597,3845,4853,58508,1029 GNAS,NRAS,TSC2,SMARCA4,KRAS,NOTCH2,KMT2C,CDKN2A central_nervous_system-parietal_lobe-glioma-astrocytoma_Grade_IV central_nervous_system-parietal_lobe-glioma-astrocytoma_Grade_IV 0.0078918557406891 -4.84192397017167 21 8 0.00309238500193274 2587 17385 3845,3020,4763,5728,23451,1029,2956,4436 KRAS,H3F3A,NF1,PTEN,SF3B1,CDKN2A,MSH6,MSH2 breast-carcinoma breast-carcinoma 0.00793146855279297 -4.83691707097353 15509 2343 0.905682257441051 2587 17385 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GGPS1,RPAIN,RAD23A,ATP6V0B,PDK2,STRBP,DUS4L,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,DNAJC9,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,CEP55,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,BZW2,WRNIP1,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,KIF23,SLC35B1,NOTCH2,PMF1,JMY,SLC31A1,SNX18,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,SIGMAR1,PIP4K2C,FAM133B,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,CAST,SUZ12,RPS6KA1,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,GAR1,POLG2,DHX57,NSA2,HSPA4,MRPL55,JAK1,GOLGA8A,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNPY3,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,HNRNPH3,TFDP1,STX18,KHSRP,ASNA1,CPEB2,BYSL,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,ALKBH5,MOGS,UBE2Z,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,METTL14,IMPAD1,ZNHIT6,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,ABHD5,CXXC4,UBTF,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,RPN2,CHTOP,F2R,FAM3A,SCYL3,TMEM14C,ABI1,HTRA2,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,RGS1,HDDC2,MAN1A1,FBXO5,GART,TANK,PELO,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,IDH3B,TATDN1,ATP6V1C1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,MOB1A,RNF26,TIPARP,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,GINS4,KRIT1,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,PDCD4,SMNDC1,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,CD59,TFAP4,RNFT1,MEGF8,RIMS3,EFTUD2,FBXO7,CPSF4,MRPL21,LUC7L2,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,GLRX3,STMN1,REPS1,CBWD5,ABHD16A,FBXL6,SH3BP1,UBA5,CLCN6,INTS12,RPRD1B,SZRD1,CPNE1,SEC61B,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,CENPBD1,DMWD,USP13,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARHGEF1,FBXL19,TTPAL,UTP20,MAGT1,GPS2,DBI,SSNA1,MRFAP1L1,TMEM131,WDR13,FANCI,PAPOLA,CREM,TET3,FANCL,GLIS2,IL6ST,INTS1,SLC44A1,MTPN,ASB6,PLK1,RPP25,CELSR2,SEPT9,APH1A,RAD51AP1,ZBED5,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LSG1,NECAP2,C1orf122,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,NMT2,IRF5,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,TM9SF3,RRAGC,ZNF121,OIP5,NRF1,WDR44,PPME1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,KIAA0040,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,PDCD6IP,MAX,GXYLT1,LUZP1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRSF10,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,PRIM1,MAP3K4,HHEX,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,PTOV1,COX5B,DNAJC5,SCOC,DHPS,ANKH,PRKAA1,C16orf87,VAV2,GSPT2,TATDN3,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,EXOSC9,ARID1A,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,DERL1,HSPBP1,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,DECR1,RALB,SIAH1,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,OAF,VDAC2,EML4,ERC1,AMZ2,ANKZF1,RAD51C,ZNF282,DSN1,DDOST,DGCR8,SAFB,HAGHL,FTSJ1,RWDD4,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,B4GALT5,SLC41A1,FAM76A,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FJX1,FUT8,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,OAZ2,NDUFS5,WDR91,HIGD2A,RORB,POLA2,ZNF76,MTX3,COPA,UQCR10,PHRF1,HMGXB3,ABCB10,COMMD5,DST,RAB35,GPATCH1,TCEA1,DRAM2,DEAF1,SNRNP200,LAP3,NCK1,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,BAZ1B,ACBD4,STK11,CLU,CHEK2,ZSWIM3,TSTD2,MRPL13,CHPT1,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,NACA,C19orf25,EPN1,PCSK7,THRAP3,QSOX2,TTF1,NUP205,PRPF18,CHKA,DTL,ZRANB1,SLC12A2,CSNK1G3,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL15,SLC16A1,EHD4,SNRNP70,C11orf1,APOL2,N4BP2L2,CHMP2A,CORO7,FEZ2,PMS2,UCK2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,PCGF6,METTL2A,FAM72B,PON2,HNRNPR,HPS5,STAT6,MAPK1,BRD9,TMEM33,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,MYO9B,GFM2,SPPL2A,FASTKD3,FGFR3,PPIG,ZDHHC13,TMEM99,H2AFY,NDUFS8,ATG13,ERI3,FBL,FRMD8,SLC35A1,MICAL3,TGFB1,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,CDK11A,MTMR3,MEGF9,ACAT1,CENPT,PLOD3,RAB3IL1,ZSWIM6,RAB14,ADD1,KDM4A,MRPS15,XIAP,DHX8,GLUD1,PABPC4,CDK5,CALM2,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,PLK3,ZNF672,MRPL43,HSDL1,MCL1,PPFIA3,SMC2,ICMT,SLC50A1,STOML2,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,ST3GAL2,ATP6V0C,FBXL3,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,UBE2QL1,NAGPA,TIMM8B,ETV3,TSPYL4,TSPAN31,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,SLAIN1,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,PRKACA,SAFB2,ANKIB1,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,NUP107,ANKRD13C,MAVS,CEP63,TMEM136,ATF2,DCTN1,SHOC2,MAP4K4,WBP2,ATP6V0A1,NUSAP1,DNAJA1,NDUFA7,TAF2,C19orf54,SEC61A1,RPLP1,WDR7,CBLN2,FUS,GEN1,LRP8,COIL,LRCH1,ZNF786,RPS2,SESTD1,TRAK1,JMJD6,AKT1S1,KRI1,FBXO3,GATC,NDUFB4,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF180,ZNF862,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,SEC16A,SSR1,LIN9,ZNF639,TRMU,ETV6,PIK3R2,TXLNA,PPCDC,FAM86C1,MYBL1,CCAR1,MRPL32,ABCC5,BAZ2A,PBXIP1,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SEPT1,SOCS4,QRSL1,PIEZO1,OSGEPL1,GLCCI1,NUDT11,NAA60,GEMIN7,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,MED8,VMP1,PPIL2,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,PREB,ABCC1,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,ARPC1A,ZNF174,PSMC4,GOLGA4,SYNCRIP,PALB2,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,XAB2,SUMO2,DUSP22,CSDE1,MDM2,CORO1A,MINPP1,METTL9,POC5,DVL2,GM2A,PSMA8,COQ10B,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,SCAP,ZNF700,PLEKHG4B,TIMM17A,TOMM6,LTA4H,AP2S1,USP53,INTS2,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,CSNK1A1,AP3S1,RMI1,TFRC,PTPN2,STARD9,GSTK1,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,FBXO41,KPNA4,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,ZNF496,TAP1,YTHDF3,NHLRC3,IKBIP,ELMOD2,KIFC1,DBNDD1,CYB5RL,PARPBP,RNASEK,CDC25B,DNMT1,NOL12,ORAI2,USO1,AKT2,NOL8,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,PSMD8,EIF2D,ITGB1,PTPN7,RRS1,ARRB2,RTN3,ZNF598,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,NDUFA4,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,TERF2,MORC3,KCTD20,SEPT8,DCTD,PKM,TOMM40,PATL1,ADSS,SERTAD2,SERF2,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,PPP6R3,PPP6R2,MAP3K5,YY1,CDK2,RNF14,ZC3HAV1,SYS1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PAIP2,PHC2,CRKL,MOAP1,TERF2IP,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CDKN2AIP,CCT2,MKLN1,LYRM1,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,R3HCC1L,C1orf112,TCF3,MRI1,BRAP,AGPAT3,MYNN,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,RBM17,MAT2B,PTEN,CENPJ,TAGLN2,NCOA2,PACS2,SMC4,RNASEH2C,NEK7,NET1,PARP4,TBRG4,ANAPC2,RPL27A,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,ST13,TMEM184B,DNAJC24,ZNF107,SLC29A1,KIF2C,AGFG1,SIRT2,USP48,UBQLN2,FKBP2,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,ATG3,DPYSL2,PPP1R12C,AKR1B1,JOSD1,NDUFB9,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,BUD31,ZNF335,YBX1,KNTC1,UBE3C,ACAD8,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,SEPT7,NAP1L1,ODF2,EXOC4,NUP62,PITPNA,KIAA1328,NAA20,PTDSS1,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,IRF3,CHKB,TWF2,ANKRD28,FARSA,ANKLE1,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,RAD54B,DAP3,ZNF317,AKNA,REEP4,CBX4,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL lobular_carcinoma lobular_carcinoma 0.00797949526123907 -4.83088011999211 771 139 0.0537301894085814 2587 17385 7249,4763,1457,1432,29904,1031,1020,27,10783,2120,1786,6733,5347,1263,4893,1952,208,7428,55872,9874,990,4170,8541,9212,672,8675,9262,84444,4216,79026,4087,54502,1107,3984,8312,8473,6794,6041,11200,1063,5562,7204,8621,203054,5532,440275,5925,9731,4436,1612,9646,596,5261,1456,79587,1984,133418,9452,8491,27102,3845,8289,5605,1613,84930,2778,7248,2058,2803,58517,79728,4217,1017,29959,1029,1788,112858,5894,6195,6597,598,5566,4067,11344,9453,253558,1399,7812,79595,23683,5164,4193,57506,10535,51755,57147,8904,23476,9448,9088,79807,10155,3716,1198,10922,28996,11329,79726,22954,5594,4089,8899,57410,1452,55681,2261,5728,5781,6774,2956,818,5170,55095,1455,3150,7128,140609,50640,4221,54939,2011,5595,64423,53407,5597,26750,3265,10114,10534 TSC2,NF1,CSNK2A1,MAPK14,EEF2K,CDKN2C,CDK5,ABL2,NEK6,ETV6,DNMT1,SRPK2,PLK1,PLK3,NRAS,CELSR2,AKT2,VHL,PBK,TLK1,CDC6,MCL1,PPFIA3,AURKB,BRCA1,STX16,STK17B,DOT1L,MAP3K4,AHNAK,SMAD2,RBM47,CHD3,LIMK1,AXIN1,OGT,STK11,RNASEL,CHEK2,CENPF,PRKAA1,TRIO,CDK13,ADCK5,PPP3CB,EIF2AK4,RB1,CEP104,MSH2,DAPK1,CTR9,BCL2,PHKG2,CSNK1G3,CARS2,EIF5A,EMB,ITM2A,MAP4K3,EIF2AK1,KRAS,ARID1A,MAP2K2,DAPK3,MASTL,GNAS,TSC1,EPRS,GOLGA4,RBM25,PALB2,MAP3K5,CDK2,NRBP1,CDKN2A,DNMT3A,TP53RK,RAF1,RPS6KA1,SMARCA4,BCL2L1,PRKACA,LYN,TWF2,GGPS1,LCLAT1,CRKL,CSDE1,SAP130,PRKD3,PDK2,MDM2,MAVS,RNASEH2A,CDK12,SCYL3,CPNE1,BRD4,MAP4K4,PKMYT1,GSTCD,TRIM28,JAK1,CLK3,FASTK,HIPK2,STK38,WDR59,TRIM32,MAPK1,SMAD4,PRPF4B,SCYL1,CSNK1A1,SCYL2,FGFR3,PTEN,PTPN11,STAT3,MSH6,CAMK2G,PDPK1,SAMD4B,CSNK1G2,HMGN1,TNFAIP3,NEK7,PNPLA8,MEN1,COMMD4,MARK2,MAPK3,INF2,STX18,MAPK6,RPS6KC1,HRAS,HIPK3,SSSCA1 breast-carcinoma-lobular_carcinoma breast-carcinoma-lobular_carcinoma 0.00797949526123907 -4.83088011999211 771 139 0.0537301894085814 2587 17385 7249,4763,1457,1432,29904,1031,1020,27,10783,2120,1786,6733,5347,1263,4893,1952,208,7428,55872,9874,990,4170,8541,9212,672,8675,9262,84444,4216,79026,4087,54502,1107,3984,8312,8473,6794,6041,11200,1063,5562,7204,8621,203054,5532,440275,5925,9731,4436,1612,9646,596,5261,1456,79587,1984,133418,9452,8491,27102,3845,8289,5605,1613,84930,2778,7248,2058,2803,58517,79728,4217,1017,29959,1029,1788,112858,5894,6195,6597,598,5566,4067,11344,9453,253558,1399,7812,79595,23683,5164,4193,57506,10535,51755,57147,8904,23476,9448,9088,79807,10155,3716,1198,10922,28996,11329,79726,22954,5594,4089,8899,57410,1452,55681,2261,5728,5781,6774,2956,818,5170,55095,1455,3150,7128,140609,50640,4221,54939,2011,5595,64423,53407,5597,26750,3265,10114,10534 TSC2,NF1,CSNK2A1,MAPK14,EEF2K,CDKN2C,CDK5,ABL2,NEK6,ETV6,DNMT1,SRPK2,PLK1,PLK3,NRAS,CELSR2,AKT2,VHL,PBK,TLK1,CDC6,MCL1,PPFIA3,AURKB,BRCA1,STX16,STK17B,DOT1L,MAP3K4,AHNAK,SMAD2,RBM47,CHD3,LIMK1,AXIN1,OGT,STK11,RNASEL,CHEK2,CENPF,PRKAA1,TRIO,CDK13,ADCK5,PPP3CB,EIF2AK4,RB1,CEP104,MSH2,DAPK1,CTR9,BCL2,PHKG2,CSNK1G3,CARS2,EIF5A,EMB,ITM2A,MAP4K3,EIF2AK1,KRAS,ARID1A,MAP2K2,DAPK3,MASTL,GNAS,TSC1,EPRS,GOLGA4,RBM25,PALB2,MAP3K5,CDK2,NRBP1,CDKN2A,DNMT3A,TP53RK,RAF1,RPS6KA1,SMARCA4,BCL2L1,PRKACA,LYN,TWF2,GGPS1,LCLAT1,CRKL,CSDE1,SAP130,PRKD3,PDK2,MDM2,MAVS,RNASEH2A,CDK12,SCYL3,CPNE1,BRD4,MAP4K4,PKMYT1,GSTCD,TRIM28,JAK1,CLK3,FASTK,HIPK2,STK38,WDR59,TRIM32,MAPK1,SMAD4,PRPF4B,SCYL1,CSNK1A1,SCYL2,FGFR3,PTEN,PTPN11,STAT3,MSH6,CAMK2G,PDPK1,SAMD4B,CSNK1G2,HMGN1,TNFAIP3,NEK7,PNPLA8,MEN1,COMMD4,MARK2,MAPK3,INF2,STX18,MAPK6,RPS6KC1,HRAS,HIPK3,SSSCA1 central_nervous_system-brain-glioma-oligoastrocytoma_Grade_II central_nervous_system-brain-glioma-oligoastrocytoma_Grade_II 0.00811823224214796 -4.81364285267851 34 11 0.00425202937765752 2587 17385 2778,2261,4893,5728,7428,23152,3845,3020,3265,1029,8880 GNAS,FGFR3,NRAS,PTEN,VHL,CIC,KRAS,H3F3A,HRAS,CDKN2A,FUBP1 pancreas-carcinoid-endocrine_tumour pancreas-carcinoid-endocrine_tumour 0.00885652148417753 -4.72660120046555 7455 1165 0.450328565906455 2587 17385 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lentigo_maligna lentigo_maligna 0.00907714127853514 -4.70199597310629 30 10 0.00386548125241593 2587 17385 2261,4893,5728,23451,5879,6794,3845,4221,3265,1029 FGFR3,NRAS,PTEN,SF3B1,RAC1,STK11,KRAS,MEN1,HRAS,CDKN2A cervix-in_situ_neoplasm-cervical_intraepithelial_neoplasia_Grade_III cervix-in_situ_neoplasm-cervical_intraepithelial_neoplasia_Grade_III 0.00951933076536743 -4.65443073040539 10 5 0.00193274062620796 2587 17385 2261,4893,5728,3265,1029 FGFR3,NRAS,PTEN,HRAS,CDKN2A skin-shoulder-malignant_melanoma-superficial_spreading skin-shoulder-malignant_melanoma-superficial_spreading 0.00951933076536743 -4.65443073040539 10 5 0.00193274062620796 2587 17385 3845,6794,4893,3265,1029 KRAS,STK11,NRAS,HRAS,CDKN2A intradermal intradermal 0.00951933076536743 -4.65443073040539 10 5 0.00193274062620796 2587 17385 2261,3845,4893,3265,1029 FGFR3,KRAS,NRAS,HRAS,CDKN2A central_nervous_system-cerebral_cortex-glioma-astrocytoma_Grade_II central_nervous_system-cerebral_cortex-glioma-astrocytoma_Grade_II 0.00951933076536743 -4.65443073040539 10 5 0.00193274062620796 2587 17385 3845,4893,3020,3265,1029 KRAS,NRAS,H3F3A,HRAS,CDKN2A skin-abdomen-malignant_melanoma-superficial_spreading skin-abdomen-malignant_melanoma-superficial_spreading 0.00951933076536743 -4.65443073040539 10 5 0.00193274062620796 2587 17385 3845,6794,4893,3265,1029 KRAS,STK11,NRAS,HRAS,CDKN2A cervical_intraepithelial_neoplasia_Grade_III cervical_intraepithelial_neoplasia_Grade_III 0.00951933076536743 -4.65443073040539 10 5 0.00193274062620796 2587 17385 2261,4893,5728,3265,1029 FGFR3,NRAS,PTEN,HRAS,CDKN2A ovary-carcinoma-endometrioid_carcinoma ovary-carcinoma-endometrioid_carcinoma 0.00979427262221758 -4.62595749045356 466 88 0.0340162350212601 2587 17385 112858,1788,7249,4763,6195,5894,1457,6597,5566,11344,4067,1432,29904,1020,27,5164,23683,10783,57147,51755,6733,5347,1263,4893,23476,208,7428,55872,9874,9448,9088,672,9212,9262,10155,4216,3716,1198,11329,28996,8312,3984,10922,6794,6041,11200,5594,4089,8899,57410,7204,5562,8621,203054,440275,1452,55681,2261,5925,5728,4436,1612,5781,5261,818,1456,2956,5170,1455,140609,27102,8491,3845,8289,2011,5605,1613,5595,84930,2778,5597,4217,1017,26750,10114,3265,29959,1029 TP53RK,DNMT3A,TSC2,NF1,RPS6KA1,RAF1,CSNK2A1,SMARCA4,PRKACA,TWF2,LYN,MAPK14,EEF2K,CDK5,ABL2,PDK2,PRKD3,NEK6,SCYL3,CDK12,SRPK2,PLK1,PLK3,NRAS,BRD4,AKT2,VHL,PBK,TLK1,MAP4K4,PKMYT1,BRCA1,AURKB,STK17B,TRIM28,MAP3K4,JAK1,CLK3,STK38,HIPK2,AXIN1,LIMK1,FASTK,STK11,RNASEL,CHEK2,MAPK1,SMAD4,PRPF4B,SCYL1,TRIO,PRKAA1,CDK13,ADCK5,EIF2AK4,CSNK1A1,SCYL2,FGFR3,RB1,PTEN,MSH2,DAPK1,PTPN11,PHKG2,CAMK2G,CSNK1G3,MSH6,PDPK1,CSNK1G2,NEK7,EIF2AK1,MAP4K3,KRAS,ARID1A,MARK2,MAP2K2,DAPK3,MAPK3,MASTL,GNAS,MAPK6,MAP3K5,CDK2,RPS6KC1,HIPK3,HRAS,NRBP1,CDKN2A soft_tissue-nerve_sheath-schwannoma soft_tissue-nerve_sheath-schwannoma 0.0100111269876803 -4.6040581058105 26 9 0.00347893312717433 2587 17385 2130,4763,5728,2120,6794,3845,2521,3265,1029 EWSR1,NF1,PTEN,ETV6,STK11,KRAS,FUS,HRAS,CDKN2A soft_tissue-fat-liposarcoma soft_tissue-fat-liposarcoma 0.0100111269876803 -4.6040581058105 26 9 0.00347893312717433 2587 17385 2130,4893,4763,23451,6794,3845,2521,3265,1029 EWSR1,NRAS,NF1,SF3B1,STK11,KRAS,FUS,HRAS,CDKN2A gastrointestinal_tract_(site_indeterminate) gastrointestinal_tract_(site_indeterminate) 0.0100111269876803 -4.6040581058105 26 9 0.00347893312717433 2587 17385 2778,4893,7128,6794,3845,4221,6774,4089,1029 GNAS,NRAS,TNFAIP3,STK11,KRAS,MEN1,STAT3,SMAD4,CDKN2A soft_tissue-fibrous_tissue_and_uncertain_origin-gastrointestinal_stromal_tumour-spindle soft_tissue-fibrous_tissue_and_uncertain_origin-gastrointestinal_stromal_tumour-spindle 0.0100111269876803 -4.6040581058105 26 9 0.00347893312717433 2587 17385 2261,5925,4893,4763,5728,3845,3265,5605,1029 FGFR3,RB1,NRAS,NF1,PTEN,KRAS,HRAS,MAP2K2,CDKN2A upper_aerodigestive_tract-head_neck-carcinoma upper_aerodigestive_tract-head_neck-carcinoma 0.0108111098900811 -4.52718098006854 22 8 0.00309238500193274 2587 17385 3845,4893,58508,4763,23451,4089,1029,5781 KRAS,NRAS,KMT2C,NF1,SF3B1,SMAD4,CDKN2A,PTPN11 skin-carcinoma-basal_cell_carcinoma skin-carcinoma-basal_cell_carcinoma 0.0108111098900811 -4.52718098006854 22 8 0.00309238500193274 2587 17385 2261,4893,3845,4853,3020,6774,3265,1029 FGFR3,NRAS,KRAS,NOTCH2,H3F3A,STAT3,HRAS,CDKN2A haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-peripheral_T_cell_lymphoma_unspecified haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-peripheral_T_cell_lymphoma_unspecified 0.0108111098900811 -4.52718098006854 22 8 0.00309238500193274 2587 17385 5925,3845,387,1788,4893,5728,3265,1029 RB1,KRAS,RHOA,DNMT3A,NRAS,PTEN,HRAS,CDKN2A soft_tissue-fibrous_tissue_and_uncertain_origin-sarcoma soft_tissue-fibrous_tissue_and_uncertain_origin-sarcoma 0.0108111098900811 -4.52718098006854 22 8 0.00309238500193274 2587 17385 4893,5728,23451,221895,2120,3845,3265,27436 NRAS,PTEN,SF3B1,JAZF1,ETV6,KRAS,HRAS,EML4 soft_tissue-fibrous_tissue_and_uncertain_origin-malignant_melanoma_of_soft_parts-clear_cell_sarcoma soft_tissue-fibrous_tissue_and_uncertain_origin-malignant_melanoma_of_soft_parts-clear_cell_sarcoma 0.0108111098900811 -4.52718098006854 22 8 0.00309238500193274 2587 17385 2130,4893,5728,8312,2120,3845,3265,1029 EWSR1,NRAS,PTEN,AXIN1,ETV6,KRAS,HRAS,CDKN2A malignant_melanoma_of_soft_parts-clear_cell_sarcoma malignant_melanoma_of_soft_parts-clear_cell_sarcoma 0.0108111098900811 -4.52718098006854 22 8 0.00309238500193274 2587 17385 2130,4893,5728,8312,2120,3845,3265,1029 EWSR1,NRAS,PTEN,AXIN1,ETV6,KRAS,HRAS,CDKN2A adrenal_cortical_hyperplasia adrenal_cortical_hyperplasia 0.0110576753855861 -4.50463048711438 14 6 0.00231928875144956 2587 17385 2778,3845,476,4893,4221,3265 GNAS,KRAS,ATP1A1,NRAS,MEN1,HRAS penis penis 0.0110576753855861 -4.50463048711438 14 6 0.00231928875144956 2587 17385 3845,6794,4893,5728,3265,1029 KRAS,STK11,NRAS,PTEN,HRAS,CDKN2A pheochromocytoma pheochromocytoma 0.0111596074657731 -4.49545449596539 326 64 0.0247390800154619 2587 17385 391,55119,4149,25957,261734,55596,79142,4763,54148,288,6597,51427,440275,284273,6389,51439,2783,23165,1031,2261,5925,5728,5887,55968,5781,55802,9646,4676,139322,54764,6774,55328,7743,5796,10194,53942,4893,10801,5538,7428,3845,3784,830,58508,4221,4350,55628,2778,79026,2339,79728,54487,5634,6794,5476,26100,80709,90850,19,7013,4089,3265,1029,5214 RHOG,PRPF38B,MAX,PNISR,NPHP4,ZCCHC8,PHF23,NF1,MRPL39,ANK3,SMARCA4,ZNF107,EIF2AK4,ZADH2,SDHA,FAM8A1,GNB2,NUP205,CDKN2C,FGFR3,RB1,PTEN,RAD23B,NSFL1C,PTPN11,DCP1A,CTR9,NAP1L4,APOOL,ZRANB1,STAT3,RNLS,ZNF189,PTPRK,TSHZ1,CNTN5,NRAS,SEPT9,PPT1,VHL,KRAS,KCNQ1,CAPZA2,KMT2C,MEN1,MPG,ZNF407,GNAS,AHNAK,FNTA,PALB2,DGCR8,PRPS2,STK11,CTSA,WIPI2,AKNA,ZNF598,ABCA1,TERF1,SMAD4,HRAS,CDKN2A,PFKP dysplasia dysplasia 0.011278849469726 -4.48482603547903 18 7 0.00270583687669115 2587 17385 2778,3845,4893,5728,23451,3265,1029 GNAS,KRAS,NRAS,PTEN,SF3B1,HRAS,CDKN2A soft_tissue-blood_vessel-haemangioma soft_tissue-blood_vessel-haemangioma 0.011278849469726 -4.48482603547903 18 7 0.00270583687669115 2587 17385 7248,3845,2130,4893,7249,5728,3265 TSC1,KRAS,EWSR1,NRAS,TSC2,PTEN,HRAS salivary_gland-carcinoma-acinic_cell_carcinoma salivary_gland-carcinoma-acinic_cell_carcinoma 0.011278849469726 -4.48482603547903 18 7 0.00270583687669115 2587 17385 3845,6794,4893,5728,3265,4089,2120 KRAS,STK11,NRAS,PTEN,HRAS,SMAD4,ETV6 salivary_duct_carcinoma salivary_duct_carcinoma 0.011278849469726 -4.48482603547903 18 7 0.00270583687669115 2587 17385 3845,6794,4893,5728,3265,4089,1029 KRAS,STK11,NRAS,PTEN,HRAS,SMAD4,CDKN2A autonomic_ganglia-para_aortic-paraganglioma-benign autonomic_ganglia-para_aortic-paraganglioma-benign 0.0116490684975438 -4.45252905945956 31 10 0.00386548125241593 2587 17385 2987,2581,11021,4853,26100,58508,51657,5635,6389,1105 GUK1,GALC,RAB35,NOTCH2,WIPI2,KMT2C,STYXL1,PRPSAP1,SDHA,CHD1 sternum sternum 0.0116490684975438 -4.45252905945956 31 10 0.00386548125241593 2587 17385 2778,5925,79026,2130,23204,3020,1029,23165,11103,3945 GNAS,RB1,AHNAK,EWSR1,ARL6IP1,H3F3A,CDKN2A,NUP205,KRR1,LDHB para_aortic para_aortic 0.0116490684975438 -4.45252905945956 31 10 0.00386548125241593 2587 17385 2987,2581,11021,4853,26100,58508,51657,5635,6389,1105 GUK1,GALC,RAB35,NOTCH2,WIPI2,KMT2C,STYXL1,PRPSAP1,SDHA,CHD1 pituitary-carcinoma-ACTH pituitary-carcinoma-ACTH 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS pancreas-carcinoma-large_cell_neuroendocrine_carcinoma pancreas-carcinoma-large_cell_neuroendocrine_carcinoma 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 5925,3845,1029 RB1,KRAS,CDKN2A endometrium-other-endometrial_polyp endometrium-other-endometrial_polyp 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS fibroxanthoma fibroxanthoma 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-malignant_melanoma-amelanotic skin-malignant_melanoma-amelanotic 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 4893,5728,1029 NRAS,PTEN,CDKN2A large_cell_undifferentiated_carcinoma large_cell_undifferentiated_carcinoma 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS stomach-carcinoma-small_cell_adenocarcinoma stomach-carcinoma-small_cell_adenocarcinoma 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 3845,23451,1029 KRAS,SF3B1,CDKN2A large_intestine-colon-other-ulcerative_colitis large_intestine-colon-other-ulcerative_colitis 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS endometrial_polyp endometrial_polyp 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS small_cell_adenocarcinoma small_cell_adenocarcinoma 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 3845,23451,1029 KRAS,SF3B1,CDKN2A skin-upper_arm-carcinoma-basal_cell_carcinoma skin-upper_arm-carcinoma-basal_cell_carcinoma 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-abdomen-benign_melanocytic_nevus-junctional skin-abdomen-benign_melanocytic_nevus-junctional 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS adrenal_gland-extraadrenal-pheochromocytoma adrenal_gland-extraadrenal-pheochromocytoma 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 2778,1031,5728 GNAS,CDKN2C,PTEN haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-plasmacytoma haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-plasmacytoma 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 3845,4893,7428 KRAS,NRAS,VHL juvenile_polyp juvenile_polyp 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 3845,5728,4089 KRAS,PTEN,SMAD4 metacarpus metacarpus 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 5925,2130,1029 RB1,EWSR1,CDKN2A pancreas-carcinoma-small_cell_carcinoma pancreas-carcinoma-small_cell_carcinoma 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 5925,3845,1029 RB1,KRAS,CDKN2A haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-T_cell_leukaemia_not_otherwise_specified haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-T_cell_leukaemia_not_otherwise_specified 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 1031,6774,1029 CDKN2C,STAT3,CDKN2A autonomic_ganglia-thoraco-abdomen-paraganglioma autonomic_ganglia-thoraco-abdomen-paraganglioma 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-forearm-carcinoma-basal_cell_carcinoma skin-forearm-carcinoma-basal_cell_carcinoma 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-buttock-malignant_melanoma-superficial_spreading skin-buttock-malignant_melanoma-superficial_spreading 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS salivary_gland-parotid-carcinoma-adenocarcinoma salivary_gland-parotid-carcinoma-adenocarcinoma 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS pituitary-carcinoma pituitary-carcinoma 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-lower_leg-malignant_melanoma-nodular skin-lower_leg-malignant_melanoma-nodular 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS T_cell_leukaemia_not_otherwise_specified T_cell_leukaemia_not_otherwise_specified 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 1031,6774,1029 CDKN2C,STAT3,CDKN2A amelanotic amelanotic 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 4893,5728,1029 NRAS,PTEN,CDKN2A thoraco-abdomen thoraco-abdomen 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS salivary_gland-parotid-carcinoma-large_cell_undifferentiated_carcinoma salivary_gland-parotid-carcinoma-large_cell_undifferentiated_carcinoma 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS central_nervous_system-other-neoplasm central_nervous_system-other-neoplasm 0.0116992062361546 -4.44823428254358 4 3 0.00115964437572478 2587 17385 4893,5728,1029 NRAS,PTEN,CDKN2A skin-neck-other-seborrhoeic_keratosis skin-neck-other-seborrhoeic_keratosis 0.0117429860996249 -4.44449914431573 7 4 0.00154619250096637 2587 17385 2261,5728,3265,5781 FGFR3,PTEN,HRAS,PTPN11 salivary_gland-pterygopalatine_fossa-carcinoma-adenoid_cystic_carcinoma salivary_gland-pterygopalatine_fossa-carcinoma-adenoid_cystic_carcinoma 0.0117429860996249 -4.44449914431573 7 4 0.00154619250096637 2587 17385 3845,4893,5728,3265 KRAS,NRAS,PTEN,HRAS Barrett_oesophagus Barrett_oesophagus 0.0117429860996249 -4.44449914431573 7 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A skin-other-nevus_sebaceous skin-other-nevus_sebaceous 0.0117429860996249 -4.44449914431573 7 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS dysplastic dysplastic 0.0117429860996249 -4.44449914431573 7 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A skin-face-malignant_melanoma-nodular skin-face-malignant_melanoma-nodular 0.0117429860996249 -4.44449914431573 7 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A skin-face-adnexal_tumour-malignant_adnexal_tumour skin-face-adnexal_tumour-malignant_adnexal_tumour 0.0117429860996249 -4.44449914431573 7 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-forearm-carcinoma-squamous_cell_carcinoma skin-forearm-carcinoma-squamous_cell_carcinoma 0.0117429860996249 -4.44449914431573 7 4 0.00154619250096637 2587 17385 3845,4853,4893,3265 KRAS,NOTCH2,NRAS,HRAS pterygopalatine_fossa pterygopalatine_fossa 0.0117429860996249 -4.44449914431573 7 4 0.00154619250096637 2587 17385 3845,4893,5728,3265 KRAS,NRAS,PTEN,HRAS nevus_sebaceous nevus_sebaceous 0.0117429860996249 -4.44449914431573 7 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-benign_melanocytic_nevus-compound skin-benign_melanocytic_nevus-compound 0.0117429860996249 -4.44449914431573 7 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-anaplastic_large_cell_lymphoma haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-anaplastic_large_cell_lymphoma 0.0117429860996249 -4.44449914431573 7 4 0.00154619250096637 2587 17385 387,10342,6774,471 RHOA,TFG,STAT3,ATIC endometrium-hyperplasia-atypical endometrium-hyperplasia-atypical 0.0117429860996249 -4.44449914431573 7 4 0.00154619250096637 2587 17385 3845,4893,5728,3265 KRAS,NRAS,PTEN,HRAS salivary_gland-paranasal_sinus-carcinoma-adenoid_cystic_carcinoma salivary_gland-paranasal_sinus-carcinoma-adenoid_cystic_carcinoma 0.0117429860996249 -4.44449914431573 7 4 0.00154619250096637 2587 17385 3845,4893,5728,3265 KRAS,NRAS,PTEN,HRAS ulcerative_colitis ulcerative_colitis 0.0117429860996249 -4.44449914431573 7 4 0.00154619250096637 2587 17385 3845,4893,3265,4089 KRAS,NRAS,HRAS,SMAD4 endometrium-carcinoma-squamous_cell_carcinoma endometrium-carcinoma-squamous_cell_carcinoma 0.0117429860996249 -4.44449914431573 7 4 0.00154619250096637 2587 17385 3845,4893,5728,3265 KRAS,NRAS,PTEN,HRAS haematopoietic_and_lymphoid_tissue-thyroid-lymphoid_neoplasm-MALT_lymphoma haematopoietic_and_lymphoid_tissue-thyroid-lymphoid_neoplasm-MALT_lymphoma 0.0117429860996249 -4.44449914431573 7 4 0.00154619250096637 2587 17385 3845,4893,7128,3265 KRAS,NRAS,TNFAIP3,HRAS skin-shoulder-other-seborrhoeic_keratosis skin-shoulder-other-seborrhoeic_keratosis 0.0117429860996249 -4.44449914431573 7 4 0.00154619250096637 2587 17385 2261,5728,3265,5781 FGFR3,PTEN,HRAS,PTPN11 oesophagus-other-Barrett_oesophagus oesophagus-other-Barrett_oesophagus 0.0117429860996249 -4.44449914431573 7 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A skin-chest-other-seborrhoeic_keratosis skin-chest-other-seborrhoeic_keratosis 0.0117429860996249 -4.44449914431573 7 4 0.00154619250096637 2587 17385 2261,5728,3265,5781 FGFR3,PTEN,HRAS,PTPN11 anaplastic_large_cell_lymphoma anaplastic_large_cell_lymphoma 0.0117921594756856 -4.44032041956915 45 13 0.0050251256281407 2587 17385 2261,5925,387,4893,5728,7428,471,6794,3845,10342,6774,3265,1029 FGFR3,RB1,RHOA,NRAS,PTEN,VHL,ATIC,STK11,KRAS,TFG,STAT3,HRAS,CDKN2A carcinoma carcinoma 0.0128596832679142 -4.35365818972059 17358 2587 1 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,ZNF720,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,ERV3-1,PDXP,SMC3,C4orf3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,FAM72D,RHOG,EXOC3,STARD7,C5orf30,VTI1A,INO80E,SLC35B2,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,ZNF226,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,KANSL2,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,C14orf132,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,RYBP,VPS13B,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,MYO9A,BTBD10,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,TMX3,CDCA8,GTF3A,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,WBP1L,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,NUP188,TXN,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,CISD2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,FAM72C,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,NPLOC4,CNOT3,WDR48,SPAG5,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,OSTF1,FBXL7,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,SLC25A36,JAKMIP1,CCNK,DNAJC8,ELP5,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,FAM83G,IPO4,UBL3,PIGM,NAT9,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,CCDC71L,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,C12orf75,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,SERF1B,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,FBRS,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,SARNP,IVNS1ABP,MON1B,RMI2,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,HNRNPM,LYPLA2,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,LY75,C4orf46,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,SP3,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,ABRACL,SEC11A,PDK2,ATP6V0B,TNFAIP8,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,CLPTM1,SLC39A9,RPL29,RPL35,BTG2,DNAJC9,FRAT2,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,MAFK,PSMD3,NDUFA11,CEP55,ZNF436,DNAJC17,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,SMAP1,GOLIM4,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,TMA7,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,SPCS3,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,TFG,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,COPG2,JMY,NDUFAF6,FKBP1A,SLC31A1,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,FTL,DDX28,ZNF84,SIGMAR1,PIP4K2C,FAM133B,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,CAST,SUZ12,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,GOLGA8A,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,STRIP1,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,GNA12,FBXO21,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,BYSL,VPS29,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,UBE2Z,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,C22orf46,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,SCYL3,TMEM14C,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ANKRD39,ZNF275,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,MOB1A,TIPARP,LRRC59,ANKRD9,MGAT5,RHBDD2,BAK1,ZNF559,RHOBTB3,GABPA,NUTF2,WBP1,GINS4,ARF4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,SMNDC1,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,CD59,TFAP4,RNFT1,MEGF8,RIMS3,EFTUD2,FBXO7,MRPL21,CPSF4,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,TMEM159,ZNF830,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,PTTG1,ANK3,TPX2,TBC1D13,DAZAP2,STMN1,GLRX3,C19orf48,CBWD5,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,SZRD1,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,CRNKL1,E2F3,CIRBP,RPL38,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,DMWD,SNRPG,CENPBD1,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,PMVK,IFT27,RRP36,NEIL2,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,ITGB8,CBWD2,COQ4,ARF5,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,GPS2,DBI,MRFAP1L1,SSNA1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,CELSR2,SEPT9,RBX1,APH1A,RAD51AP1,ZBED5,CKAP2L,PSMG1,UBE2V1,IL12RB1,EAF2,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,ALG3,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,FAM53C,DNAJB2,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,RAB6A,DNAJB1,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,IRF5,NMT2,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,FAM122A,SIL1,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,OIP5,NRF1,WDR44,PIN1,PPME1,EFCAB11,RPAP1,CABLES2,TOP1MT,LMAN1,AHCYL1,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,KIAA0040,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,NADSYN1,UNK,CMAS,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,CSRP1,HMGN5,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,USP20,TMEM219,RBPJ,MAX,PDCD6IP,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRSF10,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,PRIM1,MAP3K4,HHEX,RPS14,LUC7L3,MAP4,MRPL27,BTF3,PTPDC1,CCDC59,NMD3,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,C16orf87,VAV2,PRKAA1,GSPT2,DLGAP4,TATDN3,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,DAPK1,TPST1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,WDR1,EMB,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,SEC31A,CAT,DERL1,HSPBP1,MTHFD2,CEBPG,ARAP1,FAM83D,USP32,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,NUDT19,DECR1,RALB,SIAH1,LPIN2,ADCY9,SOCS6,MRPS27,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,OAF,VDAC2,EDF1,ERC1,EML4,AMZ2,ANKZF1,ZNF282,RAD51C,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,LMBR1,FTSJ1,RWDD4,NCLN,BEND3,EYA2,DYNC1LI2,B4GALT5,SLC41A1,MANBA,TKT,FAM76A,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FUT8,FJX1,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,OAZ2,NDUFS5,WDR91,HIGD2A,GPR89B,ZBED3,RORB,POLA2,ZNF76,MTX3,COPA,UQCR10,HMGXB3,PHRF1,ABCB10,COMMD5,MAP1LC3B,DST,SIVA1,RAB35,GPATCH1,TCEA1,DRAM2,DEAF1,TRAPPC13,SNRNP200,NCK1,LAP3,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,ACBD4,CAB39,STK11,CLU,CHEK2,ZSWIM3,TSTD2,MRPL13,CHPT1,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,NACA,UBXN1,C19orf25,EPN1,PCSK7,RPL15,THRAP3,TTF1,QSOX2,NUP205,PRPF18,CHKA,DTL,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,APOL2,N4BP2L2,SNX27,CHMP2A,CORO7,FEZ2,PMS2,UCK2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,FAM72B,PON2,HNRNPR,HPS5,STAT6,MAPK1,BRD9,TMEM33,PDF,NAT14,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,MYO9B,GFM2,SPPL2A,FASTKD3,FGFR3,MZT2A,PPIG,ZDHHC13,TMEM99,H2AFY,ATG13,NDUFS8,ERI3,FBL,FRMD8,SLC35A1,MICAL3,TGFB1,B3GALT6,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,ARL17A,CDK11A,MTMR3,MEGF9,ACAT1,CENPT,PLOD3,RAB3IL1,ZSWIM6,RAB14,ADD1,MRPS15,KDM4A,XIAP,DHX8,GLUD1,ANKRD23,PABPC4,CALM2,CDK5,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,MLST8,PLK3,ZNF672,MRPL43,HSDL1,TOPORS,MCL1,SMC2,PPFIA3,ICMT,SLC50A1,STOML2,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,ATP6V0C,ST3GAL2,FBXL3,TFDP2,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,UBE2QL1,NAGPA,TIMM8B,ETV3,TSPYL4,TSPAN31,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,DUSP3,SLAIN1,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,ANKIB1,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,NUP107,ANKRD13C,MAVS,CEP63,TMEM136,RBM15,ATF2,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,NUSAP1,NDUFA7,DNAJA1,TAZ,C19orf54,TAF2,SEC61A1,WDR7,RPLP1,CBLN2,RBMS1,FUS,GEN1,LRP8,COIL,LRCH1,GALK1,ZNF786,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,AKT1S1,KRI1,FBXO3,ERH,GATC,NDUFB4,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF862,ZNF180,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,SEC16A,KCMF1,SSR1,LIN9,PCNA,ZNF639,TRMU,PIK3R2,ETV6,PPCDC,TXLNA,FAM86C1,MYBL1,MRPL32,CCAR1,ABCC5,PBXIP1,BAZ2A,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SEPT1,SOCS4,QRSL1,PIEZO1,OSGEPL1,GLCCI1,NUDT11,NAA60,GEMIN7,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,MED8,VMP1,PPIL2,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,ABCC1,PREB,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,LY6E,ARPC1A,ZNF174,PSMC4,GOLGA4,SYNCRIP,PALB2,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,SUMO2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,MINPP1,METTL9,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,SCAP,ZNF700,PLEKHG4B,TIMM17A,TOMM6,FAU,LTA4H,AP2S1,USP53,INTS2,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,AP3S1,CSNK1A1,RMI1,TFRC,PTPN2,STARD9,IRF4,GSTK1,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,KPNA4,CDKN2AIPNL,FBXO41,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,YTHDF3,NHLRC3,IKBIP,EIF1B,ELMOD2,KIFC1,DBNDD1,CYB5RL,PARPBP,RNASEK,CDC25B,PRADC1,DNMT1,NOL12,ORAI2,USO1,AKT2,NOL8,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,PSMD8,EIF2D,ITGB1,PTPN7,UQCRH,RRS1,ARRB2,RTN3,ZNF598,SVIP,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,NDUFA4,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,MORC3,TERF2,KCTD20,SEPT8,DCTD,PKM,TOMM40,PATL1,ADSS,SERTAD2,SERF2,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,YY1,PPP6R2,PPP6R3,MAP3K5,RNF14,CDK2,ZC3HAV1,SYS1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PAIP2,PHC2,CRKL,MOAP1,TERF2IP,CYHR1,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CCT2,CDKN2AIP,MKLN1,HMGN4,LYRM1,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,R3HCC1L,C1orf112,MRI1,TCF3,BRAP,AGPAT3,MYNN,SDF2L1,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,PIP5K1C,RBM17,MAT2B,PTEN,CENPJ,TAGLN2,OSTC,CREB1,PACS2,NCOA2,SMC4,RNASEH2C,NEK7,NET1,PARP4,TBRG4,ANAPC2,RPL27A,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,ST13,TMEM184B,DNAJC24,ZNF107,SLC29A1,KIF2C,AGFG1,SIRT2,FKBP2,USP48,SNRPD3,UBQLN2,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,JOSD1,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,BANF1,BUD31,ZNF335,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,PSMA1,TMEM241,SEPT7,NAP1L1,NSMF,ODF2,EXOC4,KIAA1328,NUP62,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKRD28,ANKLE1,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,TMEM41A,DAP3,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL hip hip 0.0130737502418554 -4.33714885739648 27 9 0.00347893312717433 2587 17385 2778,2261,2130,4893,3020,4763,3265,8313,5781 GNAS,FGFR3,EWSR1,NRAS,H3F3A,NF1,HRAS,AXIN2,PTPN11 skull skull 0.0130737502418554 -4.33714885739648 27 9 0.00347893312717433 2587 17385 2778,5925,3845,2130,4893,3020,5728,3265,1029 GNAS,RB1,KRAS,EWSR1,NRAS,H3F3A,PTEN,HRAS,CDKN2A schwannoma schwannoma 0.0130737502418554 -4.33714885739648 27 9 0.00347893312717433 2587 17385 2130,4763,5728,2120,6794,3845,2521,3265,1029 EWSR1,NF1,PTEN,ETV6,STK11,KRAS,FUS,HRAS,CDKN2A central_nervous_system-brain-glioma-oligoastrocytoma_Grade_III central_nervous_system-brain-glioma-oligoastrocytoma_Grade_III 0.0133717476146213 -4.31461118477072 118 27 0.010436799381523 2587 17385 23649,1209,55870,4893,1465,7428,23152,23451,54148,129285,22879,3845,221656,2778,1031,2261,5728,7586,84166,23545,57178,3020,27107,19,3265,1029,8880 POLA2,CLPTM1,ASH1L,NRAS,CSRP1,VHL,CIC,SF3B1,MRPL39,PPP1R21,MON1B,KRAS,KDM1B,GNAS,CDKN2C,FGFR3,PTEN,ZKSCAN1,NLRC5,ATP6V0A2,ZMIZ1,H3F3A,ZBTB11,ABCA1,HRAS,CDKN2A,FUBP1 skin-malignant_melanoma skin-malignant_melanoma 0.0138901325750866 -4.27657657761877 16216 2439 0.942790877464244 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,SMAD1,ZNF75A,ANXA11,SLC25A33,ZNF720,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,ERV3-1,PDXP,SMC3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,FAM72D,EXOC3,RHOG,STARD7,VTI1A,C5orf30,SLC35B2,INO80E,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,ZNF226,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,ANXA5,LTN1,KANSL2,UBE3B,NAP1L4,ZNF710,ST8SIA2,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,RYBP,VPS13B,PTPN18,MIOS,MBLAC2,SNRPB,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,NCKAP1,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,CHMP4B,XRCC3,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,CDCA8,TMX3,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,WBP1L,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,NR2F2,PGAM1,HIPK3,IFI16,NUP188,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,CISD2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,NPLOC4,CNOT3,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,OSTF1,FBXL7,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,CCNK,DNAJC8,ELP5,AXIN2,CITED2,JMJD4,KAT2A,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,COMMD4,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,DUS3L,ARNTL,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,RMI2,MON1B,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,MFSD12,LDHB,PPP3CA,POLK,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,COX15,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,SP3,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,TBPL1,PRMT7,KCTD7,CYLD,UGP2,COPE,ZADH2,GGPS1,RAD23A,ATP6V0B,PDK2,STRBP,DUS4L,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,RPS6KC1,UBE2C,PPCS,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,SIGMAR1,PIP4K2C,FAM133B,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,CAST,SUZ12,RAC1,GPR89A,OLA1,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,ATP13A1,MAPRE2,RFC3,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,GOLGA8A,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,STRIP1,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,TSR2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,VPS29,BYSL,S100PBP,MIB2,IER2,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,UBE2Z,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,KIFAP3,BCL2,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,SRSF3,MBD6,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,CDKN2C,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,CD59,RNFT1,RIMS3,MEGF8,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,GLRX3,STMN1,C19orf48,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,SZRD1,CGGBP1,CPNE1,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,COQ4,ITGB8,ARF5,ARHGEF1,GTF2H2,FBXL19,TTPAL,UTP20,MAGT1,GPS2,DBI,SSNA1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,CELSR2,SEPT9,RBX1,APH1A,RAD51AP1,ZBED5,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,LUC7L,LSG1,NECAP2,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,NMT2,IRF5,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,OIP5,NRF1,WDR44,PPME1,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,UNK,CMAS,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,CBFB,RFC2,RAB2B,PRIM1,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,ANKH,C16orf87,VAV2,PRKAA1,GSPT2,TATDN3,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,TPST1,DAPK1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,DERL1,MTHFD2,HSPBP1,CEBPG,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,BCL2L1,DECR1,RALB,SIAH1,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,OAF,VDAC2,EDF1,ERC1,AMZ2,ANKZF1,RAD51C,ZNF282,DSN1,DDOST,HINT1,DGCR8,SAFB,RWDD4,FTSJ1,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,B4GALT5,SLC41A1,FAM76A,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FJX1,FUT8,PTPN11,MRPL54,FEM1B,RPL19,CNN2,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,OAZ2,NDUFS5,WDR91,GPR89B,RORB,POLA2,ZNF76,MTX3,COPA,UQCR10,PHRF1,ABCB10,COMMD5,MAP1LC3B,DST,RAB35,SIVA1,GPATCH1,TCEA1,DRAM2,DEAF1,TRAPPC13,SNRNP200,LAP3,NCK1,VHL,SREK1,ARHGDIB,PITPNB,BRWD1,PPM1G,SH3GLB2,BAZ1B,CAB39,ACBD4,STK11,CLU,CHEK2,ZSWIM3,TSTD2,MRPL13,CHPT1,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,NACA,UBXN1,RPL15,PCSK7,EPN1,THRAP3,QSOX2,TTF1,NUP205,PRPF18,CHKA,DTL,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,RPL6,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,APOL2,N4BP2L2,SNX27,CORO7,FEZ2,UCK2,PMS2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,PON2,HNRNPR,HPS5,STAT6,MAPK1,BRD9,TMEM33,NAT14,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,MYO9B,GFM2,SPPL2A,FASTKD3,FGFR3,PPIG,ZDHHC13,TMEM99,H2AFY,ATG13,NDUFS8,ERI3,FBL,FRMD8,SLC35A1,MICAL3,TGFB1,B3GALT6,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,CDK11A,MTMR3,MEGF9,CENPT,PLOD3,RAB3IL1,RAB14,ADD1,MRPS15,KDM4A,XIAP,DHX8,GLUD1,PABPC4,CALM2,CDK5,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,MLST8,PLK3,ZNF672,MRPL43,HSDL1,TOPORS,MCL1,SMC2,PPFIA3,ICMT,SLC50A1,STOML2,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,ATP6V0C,ST3GAL2,FBXL3,TFDP2,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,NAGPA,ETV3,TSPYL4,DHX29,TEX10,MAN1B1,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,DUSP3,SLAIN1,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,PRKACA,SAFB2,ANKIB1,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,NUP107,ANKRD13C,MAVS,CEP63,RBM15,ATF2,DCTN1,SHOC2,MAP4K4,WBP2,ATP6V0A1,NUSAP1,DNAJA1,TAZ,C19orf54,TAF2,SEC61A1,WDR7,CBLN2,FUS,GEN1,LRP8,COIL,LRCH1,GALK1,ZNF786,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,AKT1S1,KRI1,FBXO3,ERH,GATC,NDUFB4,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF862,ZNF180,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,SEC16A,SSR1,LIN9,PCNA,ZNF639,TRMU,PIK3R2,ETV6,TXLNA,PPCDC,FAM86C1,MYBL1,MRPL32,CCAR1,ABCC5,PBXIP1,BAZ2A,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SEPT1,SOCS4,QRSL1,OSGEPL1,GLCCI1,NUDT11,NAA60,GEMIN7,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,RB1,VASP,MED8,VMP1,PPIL2,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,ABCC1,PREB,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,LY6E,ARPC1A,ZNF174,PSMC4,GOLGA4,PALB2,SYNCRIP,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,SUMO2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,METTL9,MINPP1,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,ZNF700,SCAP,PLEKHG4B,TIMM17A,LTA4H,AP2S1,USP53,INTS2,CTDP1,CDT1,ARID5A,SUMF1,GGA2,AP3S1,CSNK1A1,RMI1,TFRC,PTPN2,IRF4,GSTK1,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CHCHD6,BSDC1,KPNA4,FBXO41,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,ZNF496,TMEM109,TAP1,YTHDF3,NHLRC3,IKBIP,ELMOD2,KIFC1,DBNDD1,CYB5RL,PARPBP,CDC25B,PRADC1,DNMT1,NOL12,ORAI2,USO1,AKT2,NOL8,GNG7,AURKB,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,EIF2D,ITGB1,PTPN7,UQCRH,RRS1,ARRB2,RTN3,ZNF598,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,NDUFA4,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,MORC3,TERF2,KCTD20,SEPT8,DCTD,PKM,TOMM40,PATL1,ADSS,SERTAD2,ZFP92,ERGIC3,ACLY,LPCAT4,VCPIP1,YY1,PPP6R3,PPP6R2,MAP3K5,RNF14,CDK2,ZC3HAV1,SYS1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PAIP2,PHC2,CRKL,TERF2IP,MOAP1,CYHR1,ZNF75D,SHC1,UCHL5,NAA35,CCT2,CDKN2AIP,MKLN1,HMGN4,LYRM1,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,R3HCC1L,C1orf112,TCF3,MRI1,BRAP,AGPAT3,MYNN,SDF2L1,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,PIP5K1C,RBM17,MAT2B,PTEN,CENPJ,TAGLN2,PACS2,NCOA2,SMC4,RNASEH2C,NEK7,NET1,PARP4,TBRG4,ANAPC2,RPL27A,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,ST13,TMEM184B,DNAJC24,ZNF107,SLC29A1,KIF2C,AGFG1,SIRT2,FKBP2,USP48,UBQLN2,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,BANF1,ZNF335,BUD31,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,SEPT7,NAP1L1,NSMF,ODF2,EXOC4,KIAA1328,NUP62,PITPNA,PTDSS1,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKRD28,ANKLE1,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,TMEM41A,DAP3,ZNF317,GADD45B,AKNA,REEP4,CBX4,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL NS-carcinoma NS-carcinoma 0.0142528774008775 -4.25079646978256 46 13 0.0050251256281407 2587 17385 4893,998,10783,5728,23451,8312,9448,3845,11200,672,1017,5605,3265 NRAS,CDC42,NEK6,PTEN,SF3B1,AXIN1,MAP4K4,KRAS,CHEK2,BRCA1,CDK2,MAP2K2,HRAS peritoneum-mesothelioma peritoneum-mesothelioma 0.0142528774008775 -4.25079646978256 46 13 0.0050251256281407 2587 17385 2778,2261,5925,4893,5728,7428,5781,6794,3845,672,4089,3265,1029 GNAS,FGFR3,RB1,NRAS,PTEN,VHL,PTPN11,STK11,KRAS,BRCA1,SMAD4,HRAS,CDKN2A small_intestine small_intestine 0.0144321692675521 -4.23829558710314 254 51 0.0197139543873212 2587 17385 10808,375790,23451,9778,5552,54930,84133,4853,25864,7920,1031,22852,2261,4723,81671,4931,4436,5781,23047,9181,27097,57553,1639,83696,4893,7128,5436,7428,23560,51340,143,3845,4221,23463,23499,1665,2035,2778,51382,79980,996,332,23473,10128,6794,4086,4089,80221,11236,3265,1029 HSPH1,AGRN,SF3B1,KIAA0232,SRGN,HAUS4,ZNRF3,NOTCH2,ABHD14A,ABHD16A,CDKN2C,ANKRD26,FGFR3,NDUFV1,VMP1,NVL,MSH2,PTPN11,PDS5B,ARHGEF2,TAF5L,MICAL3,DCTN1,TRAPPC9,NRAS,TNFAIP3,POLR2G,VHL,GTPBP4,CRNKL1,PARP4,KRAS,MEN1,ICMT,MACF1,DHX15,EPB41,GNAS,ATP6V1D,DSN1,CDC27,BIRC5,CAPN7,LRPPRC,STK11,SMAD1,SMAD4,ACSF2,RNF139,HRAS,CDKN2A central_nervous_system-brain-glioma-ependymoma central_nervous_system-brain-glioma-ependymoma 0.0144567224896933 -4.23659574840669 23 8 0.00309238500193274 2587 17385 4763,5728,7428,23152,5781,3020,1029,8880 NF1,PTEN,VHL,CIC,PTPN11,H3F3A,CDKN2A,FUBP1 haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_leukaemia_of_ambiguous_lineage haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_leukaemia_of_ambiguous_lineage 0.0146733133406385 -4.22172485407181 61 16 0.00618477000386548 2587 17385 1031,5108,2130,1788,4893,3716,5728,23451,5781,3845,4853,8289,6774,3265,1029,84295 CDKN2C,PCM1,EWSR1,DNMT3A,NRAS,JAK1,PTEN,SF3B1,PTPN11,KRAS,NOTCH2,ARID1A,STAT3,HRAS,CDKN2A,PHF6 acute_leukaemia_of_ambiguous_lineage acute_leukaemia_of_ambiguous_lineage 0.0146733133406385 -4.22172485407181 61 16 0.00618477000386548 2587 17385 1031,5108,2130,1788,4893,3716,5728,23451,5781,3845,4853,8289,6774,3265,1029,84295 CDKN2C,PCM1,EWSR1,DNMT3A,NRAS,JAK1,PTEN,SF3B1,PTPN11,KRAS,NOTCH2,ARID1A,STAT3,HRAS,CDKN2A,PHF6 B_cell_lymphoma_unspecified B_cell_lymphoma_unspecified 0.0147349863988476 -4.21753058584363 32 10 0.00386548125241593 2587 17385 1031,4893,5728,23451,471,3845,4853,6774,3265,1029 CDKN2C,NRAS,PTEN,SF3B1,ATIC,KRAS,NOTCH2,STAT3,HRAS,CDKN2A benign benign 0.0150284684925937 -4.19780897710943 272 54 0.020873598763046 2587 17385 4149,25957,261734,55596,4763,54148,288,6597,51427,440275,4853,284273,6389,51439,1105,2783,23165,11021,5887,55802,9646,4676,139322,54764,6774,55328,7743,5796,53942,4893,10801,2987,5538,2581,7428,3845,830,58508,4350,5635,55628,51657,79026,2339,79728,5476,26100,80709,90850,19,7013,3265,1029,5214 MAX,PNISR,NPHP4,ZCCHC8,NF1,MRPL39,ANK3,SMARCA4,ZNF107,EIF2AK4,NOTCH2,ZADH2,SDHA,FAM8A1,CHD1,GNB2,NUP205,RAB35,RAD23B,DCP1A,CTR9,NAP1L4,APOOL,ZRANB1,STAT3,RNLS,ZNF189,PTPRK,CNTN5,NRAS,SEPT9,GUK1,PPT1,GALC,VHL,KRAS,CAPZA2,KMT2C,MPG,PRPSAP1,ZNF407,STYXL1,AHNAK,FNTA,PALB2,CTSA,WIPI2,AKNA,ZNF598,ABCA1,TERF1,HRAS,CDKN2A,PFKP haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-follicular_lymphoma haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-follicular_lymphoma 0.015076571852095 -4.19461327300881 220 45 0.0173946656358717 2587 17385 79142,116496,2683,135293,10308,4853,57492,54467,65992,65095,7812,5925,92912,9775,10075,5728,596,2771,10194,5450,4893,7128,22936,7832,4288,3845,8289,5339,84303,355,9203,79735,58517,2874,6778,4065,92714,7517,1870,440279,19,10098,3265,1029,8745 PHF23,FAM129A,B4GALT1,PM20D2,ZNF267,NOTCH2,ARID1B,ANKIB1,DDRGK1,KRI1,CSDE1,RB1,UBE2Q2,EIF4A3,HUWE1,PTEN,BCL2,GNAI2,TSHZ1,POU2AF1,NRAS,TNFAIP3,ELL2,BTG2,MKI67,KRAS,ARID1A,PLEC,CHCHD6,FAS,ZMYM3,TBC1D17,RBM25,GPS2,STAT6,LY75,ARRDC1,XRCC3,E2F2,UNC13C,ABCA1,TSPAN5,HRAS,CDKN2A,ADAM23 adrenal_gland-adrenal_gland-adrenal_cortical_hyperplasia adrenal_gland-adrenal_gland-adrenal_cortical_hyperplasia 0.0153370418969216 -4.17748433756254 11 5 0.00193274062620796 2587 17385 2778,3845,4893,4221,3265 GNAS,KRAS,NRAS,MEN1,HRAS skin-back-benign_melanocytic_nevus skin-back-benign_melanocytic_nevus 0.0153370418969216 -4.17748433756254 11 5 0.00193274062620796 2587 17385 3845,6794,4893,3265,1029 KRAS,STK11,NRAS,HRAS,CDKN2A well_differentiated well_differentiated 0.0153370418969216 -4.17748433756254 11 5 0.00193274062620796 2587 17385 3845,2521,2130,4893,3265 KRAS,FUS,EWSR1,NRAS,HRAS soft_tissue-fat-liposarcoma-well_differentiated soft_tissue-fat-liposarcoma-well_differentiated 0.0153370418969216 -4.17748433756254 11 5 0.00193274062620796 2587 17385 3845,2521,2130,4893,3265 KRAS,FUS,EWSR1,NRAS,HRAS small_intestine-ileum-carcinoid-endocrine_tumour small_intestine-ileum-carcinoid-endocrine_tumour 0.0153370418969216 -4.17748433756254 11 5 0.00193274062620796 2587 17385 3845,4893,4221,3265,4089 KRAS,NRAS,MEN1,HRAS,SMAD4 central_nervous_system-spinal_cord-glioma-astrocytoma_Grade_I central_nervous_system-spinal_cord-glioma-astrocytoma_Grade_I 0.0153370418969216 -4.17748433756254 11 5 0.00193274062620796 2587 17385 3845,4893,5728,3265,1029 KRAS,NRAS,PTEN,HRAS,CDKN2A soft_tissue-fibrous_tissue_and_uncertain_origin-sarcoma-spindle soft_tissue-fibrous_tissue_and_uncertain_origin-sarcoma-spindle 0.0153370418969216 -4.17748433756254 11 5 0.00193274062620796 2587 17385 3845,2521,2130,5728,1029 KRAS,FUS,EWSR1,PTEN,CDKN2A congenital congenital 0.0153370418969216 -4.17748433756254 11 5 0.00193274062620796 2587 17385 2261,3845,4893,3265,1029 FGFR3,KRAS,NRAS,HRAS,CDKN2A seborrhoeic_keratosis seborrhoeic_keratosis 0.0153370418969216 -4.17748433756254 11 5 0.00193274062620796 2587 17385 2261,5728,3265,1029,5781 FGFR3,PTEN,HRAS,CDKN2A,PTPN11 upper_aerodigestive_tract-mouth-other-dysplasia upper_aerodigestive_tract-mouth-other-dysplasia 0.0153370418969216 -4.17748433756254 11 5 0.00193274062620796 2587 17385 3845,4893,23451,3265,1029 KRAS,NRAS,SF3B1,HRAS,CDKN2A kidney-other-oncocytoma kidney-other-oncocytoma 0.0153370418969216 -4.17748433756254 11 5 0.00193274062620796 2587 17385 2261,3845,4893,7428,3265 FGFR3,KRAS,NRAS,VHL,HRAS central_nervous_system-cerebellum-glioma-astrocytoma_Grade_IV central_nervous_system-cerebellum-glioma-astrocytoma_Grade_IV 0.0153370418969216 -4.17748433756254 11 5 0.00193274062620796 2587 17385 3845,3020,3265,2956,4436 KRAS,H3F3A,HRAS,MSH6,MSH2 haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-B_cell_lymphoma_unspecified haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-B_cell_lymphoma_unspecified 0.0153370418969216 -4.17748433756254 11 5 0.00193274062620796 2587 17385 3845,4893,5728,3265,1029 KRAS,NRAS,PTEN,HRAS,CDKN2A retromolar retromolar 0.0153370418969216 -4.17748433756254 11 5 0.00193274062620796 2587 17385 3845,4893,5728,3265,1029 KRAS,NRAS,PTEN,HRAS,CDKN2A central_nervous_system-temporal_lobe-glioma-astrocytoma_Grade_III central_nervous_system-temporal_lobe-glioma-astrocytoma_Grade_III 0.0153370418969216 -4.17748433756254 11 5 0.00193274062620796 2587 17385 3845,4763,1029,2956,4436 KRAS,NF1,CDKN2A,MSH6,MSH2 skin-foot-malignant_melanoma-nodular skin-foot-malignant_melanoma-nodular 0.0153370418969216 -4.17748433756254 11 5 0.00193274062620796 2587 17385 3845,4893,5728,3265,1029 KRAS,NRAS,PTEN,HRAS,CDKN2A oncocytoma oncocytoma 0.0153370418969216 -4.17748433756254 11 5 0.00193274062620796 2587 17385 2261,3845,4893,7428,3265 FGFR3,KRAS,NRAS,VHL,HRAS central_nervous_system-cerebellum-glioma-astrocytoma_Grade_III central_nervous_system-cerebellum-glioma-astrocytoma_Grade_III 0.0153370418969216 -4.17748433756254 11 5 0.00193274062620796 2587 17385 3845,3020,1029,2956,4436 KRAS,H3F3A,CDKN2A,MSH6,MSH2 bone-extraskeletal-chondrosarcoma-myxoid bone-extraskeletal-chondrosarcoma-myxoid 0.0153370418969216 -4.17748433756254 11 5 0.00193274062620796 2587 17385 6938,2521,2130,10342,5728 TCF12,FUS,EWSR1,TFG,PTEN skin-back-malignant_melanoma-superficial_spreading skin-back-malignant_melanoma-superficial_spreading 0.0153370418969216 -4.17748433756254 11 5 0.00193274062620796 2587 17385 3845,6794,4893,3265,1029 KRAS,STK11,NRAS,HRAS,CDKN2A salivary_gland-carcinoma-adenocarcinoma salivary_gland-carcinoma-adenocarcinoma 0.0156056917774761 -4.16011957374045 19 7 0.00270583687669115 2587 17385 3845,6794,4893,5728,3265,4089,2120 KRAS,STK11,NRAS,PTEN,HRAS,SMAD4,ETV6 malignant_adnexal_tumour malignant_adnexal_tumour 0.0156056917774761 -4.16011957374045 19 7 0.00270583687669115 2587 17385 2261,3845,1540,4893,5728,3265,1029 FGFR3,KRAS,CYLD,NRAS,PTEN,HRAS,CDKN2A small_intestine-ileum-carcinoma-adenocarcinoma small_intestine-ileum-carcinoma-adenocarcinoma 0.0156056917774761 -4.16011957374045 19 7 0.00270583687669115 2587 17385 2778,3845,6794,4893,4089,1029,5781 GNAS,KRAS,STK11,NRAS,SMAD4,CDKN2A,PTPN11 ureter ureter 0.0161450825942321 -4.12613975900721 15 6 0.00231928875144956 2587 17385 2261,3845,4893,23451,3265,1029 FGFR3,KRAS,NRAS,SF3B1,HRAS,CDKN2A large_intestine-colon-adenoma-villous large_intestine-colon-adenoma-villous 0.0161450825942321 -4.12613975900721 15 6 0.00231928875144956 2587 17385 2778,3845,6794,4893,5728,4089 GNAS,KRAS,STK11,NRAS,PTEN,SMAD4 lipoma lipoma 0.0161450825942321 -4.12613975900721 15 6 0.00231928875144956 2587 17385 2778,5925,2521,2130,4221,1029 GNAS,RB1,FUS,EWSR1,MEN1,CDKN2A haemangioendothelioma haemangioendothelioma 0.0161450825942321 -4.12613975900721 15 6 0.00231928875144956 2587 17385 7248,3845,2521,4893,7249,5728 TSC1,KRAS,FUS,NRAS,TSC2,PTEN large_intestine-adenoma-tubulovillous large_intestine-adenoma-tubulovillous 0.0161450825942321 -4.12613975900721 15 6 0.00231928875144956 2587 17385 2778,3845,6794,4893,5728,4089 GNAS,KRAS,STK11,NRAS,PTEN,SMAD4 thymus-thymic_carcinoma thymus-thymic_carcinoma 0.0161450825942321 -4.12613975900721 15 6 0.00231928875144956 2587 17385 3845,4893,4221,5728,3265,1029 KRAS,NRAS,MEN1,PTEN,HRAS,CDKN2A large_intestine-adenoma-tubular large_intestine-adenoma-tubular 0.0161450825942321 -4.12613975900721 15 6 0.00231928875144956 2587 17385 2778,3845,6794,4893,5728,4089 GNAS,KRAS,STK11,NRAS,PTEN,SMAD4 large_intestine-colon-adenoma-tubulovillous large_intestine-colon-adenoma-tubulovillous 0.0161450825942321 -4.12613975900721 15 6 0.00231928875144956 2587 17385 2778,3845,6794,4893,5728,4089 GNAS,KRAS,STK11,NRAS,PTEN,SMAD4 soft_tissue-fibrous_tissue_and_uncertain_origin-synovial_sarcoma-biphasic soft_tissue-fibrous_tissue_and_uncertain_origin-synovial_sarcoma-biphasic 0.0161450825942321 -4.12613975900721 15 6 0.00231928875144956 2587 17385 5925,26039,2130,4763,5728,2120 RB1,SS18L1,EWSR1,NF1,PTEN,ETV6 soft_tissue-blood_vessel-haemangioendothelioma-epithelioid soft_tissue-blood_vessel-haemangioendothelioma-epithelioid 0.0161450825942321 -4.12613975900721 15 6 0.00231928875144956 2587 17385 7248,3845,2521,4893,7249,5728 TSC1,KRAS,FUS,NRAS,TSC2,PTEN villous villous 0.0161450825942321 -4.12613975900721 15 6 0.00231928875144956 2587 17385 2778,3845,6794,4893,5728,4089 GNAS,KRAS,STK11,NRAS,PTEN,SMAD4 large_intestine-rectum-adenoma-villous large_intestine-rectum-adenoma-villous 0.0161450825942321 -4.12613975900721 15 6 0.00231928875144956 2587 17385 2778,3845,6794,4893,5728,4089 GNAS,KRAS,STK11,NRAS,PTEN,SMAD4 tubulovillous tubulovillous 0.0161450825942321 -4.12613975900721 15 6 0.00231928875144956 2587 17385 2778,3845,6794,4893,5728,4089 GNAS,KRAS,STK11,NRAS,PTEN,SMAD4 kidney-carcinoma-papillary_renal_cell_carcinoma kidney-carcinoma-papillary_renal_cell_carcinoma 0.0164176493203573 -4.10939834474591 6518 1019 0.393892539621183 2587 17385 65986,118,7249,64960,9682,89845,9091,26051,200539,5936,10838,8761,26263,29904,1020,7391,10783,84081,55172,5887,6429,79572,51102,8907,9972,57600,11319,79102,4249,8514,64223,9736,1263,578,284001,11070,4893,79813,83693,4170,389072,10592,30968,91107,79026,58526,55717,115509,3984,8312,399687,8473,11101,6041,84851,4086,54480,7627,1870,83752,311,27250,55916,6749,59269,65005,9703,79142,389,7204,1660,64781,7155,6522,23423,84133,440275,3693,5073,79577,4000,2799,966,54606,9126,4174,1954,9783,9343,25793,284695,50628,9961,22870,5261,51631,51386,55109,221937,79171,7916,9821,10771,54505,55253,54881,23560,4605,54887,9139,9782,23,388,389257,51109,5792,10916,56986,114885,57544,79080,9124,1845,84193,4190,57146,91603,22902,10611,11236,80221,11222,7756,11336,84079,21,25886,23304,288,9557,22974,4627,54662,347734,5566,55758,10539,153396,8027,85021,54467,351,57189,7920,151188,23683,23059,55147,26233,25909,7586,2926,57533,79876,55752,51434,25897,54982,23171,23144,252839,1639,113,22875,8904,79956,5441,9448,51340,10921,1871,5209,51203,92344,85461,4144,64599,56834,10521,55751,54927,3796,6873,5830,8881,112936,28996,1762,10531,27107,203068,23143,8975,136051,51643,91404,83605,22906,55102,64395,9354,51447,2113,88745,56902,140809,824,26273,84878,120,51117,79723,283459,10075,4710,339324,55802,51512,79833,89910,8128,53373,4670,126321,6709,10726,79183,5170,6780,7128,2581,51426,23313,57380,23593,55173,84298,5140,8301,27340,9467,643641,7733,9817,51,5597,23473,5371,10128,4065,60386,3148,23179,975,84875,7533,29945,23557,23505,51202,375790,60313,81559,84919,116496,29907,56922,1457,9919,80230,55215,10444,11103,55120,200424,27,9231,23225,221294,26173,3572,5296,7516,26155,200081,55199,4603,79892,140459,55749,10057,157680,11140,5347,4234,1952,57326,11176,10635,9874,222484,7430,150468,990,4041,7335,55193,672,55840,54443,5869,27005,55341,6009,10133,79735,23219,1107,4669,92714,60,9780,7596,23272,55768,55190,25913,103910,8650,163050,64795,22928,84240,55355,1063,85409,203054,8621,10787,139818,6018,55252,55316,57492,9684,64759,6945,116150,9738,23648,23303,23204,8914,191,5935,27245,9794,84064,4363,83696,4835,8861,262,157922,84135,3845,27102,8491,388561,10277,79091,1982,25852,51657,3663,5704,2803,5108,2590,79728,5634,55625,54496,4649,440279,8802,196528,56949,55659,526,5093,4067,6135,7409,51249,7812,5164,533,25888,11062,27154,54521,90141,81928,116447,10768,147949,134359,83891,51780,1209,55334,6159,1182,330,163131,143471,7832,10450,57404,65010,9107,9631,4773,63931,8667,6426,57794,54431,51069,476,3416,8449,153478,1198,22937,90592,11329,10922,80818,55192,8648,283377,2197,63027,4089,56288,7705,127002,57508,10463,55907,51362,27333,51018,9903,81620,10865,55143,54495,79677,285362,9324,1452,80010,28969,55681,4189,7037,8916,373156,4723,84912,64794,79019,23595,818,6048,55328,29890,91746,79657,53942,55197,6643,9044,29081,7156,23365,50640,26240,3029,8539,55108,51663,9416,782,3840,11196,332,9342,7030,55247,56987,10857,2734,10868,124446,5311,7026,26750,10114,112483,23511,7295,10015,4712,94107,29801,6890,10713,8454,5361,54187,7329,6574,3833,8853,25926,79007,606495,51257,1836,23228,988,8615,79065,208,55872,54888,4288,11218,51809,9212,55572,292,84932,84444,4216,55608,54502,146909,3703,6208,7174,51747,5714,1939,3688,55526,23212,90850,64393,51068,3066,23586,114825,5479,5965,51759,54923,63922,3133,23708,5562,9744,10237,4853,4125,7633,23042,374291,4849,133746,10615,55249,6242,6184,9731,23016,55144,1612,8460,5833,64976,2771,79888,54882,221061,8542,1936,7014,9648,5558,10280,9948,6229,79169,222658,26003,5393,8289,5339,10452,5315,5605,8175,8165,55361,2058,28231,27153,10797,2801,4905,5859,1633,47,9063,81610,84669,55198,116985,80124,23523,55627,4217,9701,55291,9604,1017,91768,29959,11165,1029,9595,112858,1788,4287,9322,84614,9816,23451,5894,6195,7389,9778,23276,598,9673,6389,1399,80308,6464,9110,9663,115,7267,7159,9716,389677,80895,51755,57130,23476,220323,26502,7417,8452,26610,7884,8721,9088,23431,11232,23085,10155,90957,11198,55139,7716,3094,3716,79980,54487,6294,84264,6772,6400,56926,54758,22954,7518,10721,8899,121268,9612,338692,8502,4719,254428,55732,29086,84245,79872,8315,8604,55892,79048,10363,2309,7905,8766,54497,3105,57458,152789,55186,84991,5728,23587,1384,9055,5781,116541,6143,64708,58505,10370,23241,10499,2956,64236,55734,79836,2648,55667,140609,57418,6132,143,5877,158,55690,9790,3784,23252,55227,153642,1316,60558,23499,2011,4542,55238,9654,4236,53407,1655,8446,29062,284403,254065,6878,9700,1642,192286,79711,644815,705,26151,7629,221150,261734,1314,3182,29855,4763,90379,29796,57661,54890,7841,3267,2030,11004,84196,1432,51076,6621,7844,10992,78991,91752,667,998,23336,9775,63892,10572,57721,54680,55094,231,9278,6102,7268,5926,128338,10498,6733,92609,84248,51520,80006,55775,81603,54819,51056,7428,987,140890,58508,9262,51099,10036,7343,25929,54623,51668,54014,55699,9031,6794,55568,1191,11200,163786,158427,8816,8992,823,10723,4659,9777,9159,23389,135293,51593,8559,23165,55646,4775,84246,63925,27034,9690,6558,9114,55728,1456,7743,8804,23152,10147,55074,6128,79896,989,1613,55843,55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papillary_renal_cell_carcinoma papillary_renal_cell_carcinoma 0.0164176493203573 -4.10939834474591 6518 1019 0.393892539621183 2587 17385 65986,118,7249,64960,9682,89845,9091,26051,200539,5936,10838,8761,26263,29904,1020,7391,10783,84081,55172,5887,6429,79572,51102,8907,9972,57600,11319,79102,4249,8514,64223,9736,1263,578,284001,11070,4893,79813,83693,4170,389072,10592,30968,91107,79026,58526,55717,115509,3984,8312,399687,8473,11101,6041,84851,4086,54480,7627,1870,83752,311,27250,55916,6749,59269,65005,9703,79142,389,7204,1660,64781,7155,6522,23423,84133,440275,3693,5073,79577,4000,2799,966,54606,9126,4174,1954,9783,9343,25793,284695,50628,9961,22870,5261,51631,51386,55109,221937,79171,7916,9821,10771,54505,55253,54881,23560,4605,54887,9139,9782,23,388,389257,51109,5792,10916,56986,114885,57544,79080,9124,1845,84193,4190,57146,91603,22902,10611,11236,80221,11222,7756,11336,84079,21,25886,23304,288,9557,22974,4627,54662,347734,5566,55758,10539,153396,8027,85021,54467,351,57189,7920,151188,23683,23059,55147,26233,25909,7586,2926,57533,79876,55752,51434,25897,54982,23171,23144,252839,1639,113,22875,8904,79956,5441,9448,51340,10921,1871,5209,51203,92344,85461,4144,64599,56834,10521,55751,54927,3796,6873,5830,8881,112936,28996,1762,10531,27107,203068,23143,8975,136051,51643,91404,83605,22906,55102,64395,9354,51447,2113,88745,56902,140809,824,26273,84878,120,51117,79723,283459,10075,4710,339324,55802,51512,79833,89910,8128,53373,4670,126321,6709,10726,79183,5170,6780,7128,2581,51426,23313,57380,23593,55173,84298,5140,8301,27340,9467,643641,7733,9817,51,5597,23473,5371,10128,4065,60386,3148,23179,975,84875,7533,29945,23557,23505,51202,375790,60313,81559,84919,116496,29907,56922,1457,9919,80230,55215,10444,11103,55120,200424,27,9231,23225,221294,26173,3572,5296,7516,26155,200081,55199,4603,79892,140459,55749,10057,157680,11140,5347,4234,1952,57326,11176,10635,9874,222484,7430,150468,990,4041,7335,55193,672,55840,54443,5869,27005,55341,6009,10133,79735,23219,1107,4669,92714,60,9780,7596,23272,55768,55190,25913,103910,8650,163050,64795,22928,84240,55355,1063,85409,203054,8621,10787,139818,6018,55252,55316,57492,9684,64759,6945,116150,9738,23648,23303,23204,8914,191,5935,27245,9794,84064,4363,83696,4835,8861,262,157922,84135,3845,27102,8491,388561,10277,79091,1982,25852,51657,3663,5704,2803,5108,2590,79728,5634,55625,54496,4649,440279,8802,196528,56949,55659,526,5093,4067,6135,7409,51249,7812,5164,533,25888,11062,27154,54521,90141,81928,116447,10768,147949,134359,83891,51780,1209,55334,6159,1182,330,163131,143471,7832,10450,57404,65010,9107,9631,4773,63931,8667,6426,57794,54431,51069,476,3416,8449,153478,1198,22937,90592,11329,10922,80818,55192,8648,283377,2197,63027,4089,56288,7705,127002,57508,10463,55907,51362,27333,51018,9903,81620,10865,55143,54495,79677,285362,9324,1452,80010,28969,55681,4189,7037,8916,373156,4723,84912,64794,79019,23595,818,6048,55328,29890,91746,79657,53942,55197,6643,9044,29081,7156,23365,50640,26240,3029,8539,55108,51663,9416,782,3840,11196,332,9342,7030,55247,56987,10857,2734,10868,124446,5311,7026,26750,10114,112483,23511,7295,10015,4712,94107,29801,6890,10713,8454,5361,54187,7329,6574,3833,8853,25926,79007,606495,51257,1836,23228,988,8615,79065,208,55872,54888,4288,11218,51809,9212,55572,292,84932,84444,4216,55608,54502,146909,3703,6208,7174,51747,5714,1939,3688,55526,23212,90850,64393,51068,3066,23586,114825,5479,5965,51759,54923,63922,3133,23708,5562,9744,10237,4853,4125,7633,23042,374291,4849,133746,10615,55249,6242,6184,9731,23016,55144,1612,8460,5833,64976,2771,79888,54882,221061,8542,1936,7014,9648,5558,10280,9948,6229,79169,222658,26003,5393,8289,5339,10452,5315,5605,8175,8165,55361,2058,28231,27153,10797,2801,4905,5859,1633,47,9063,81610,84669,55198,116985,80124,23523,55627,4217,9701,55291,9604,1017,91768,29959,11165,1029,9595,112858,1788,4287,9322,84614,9816,23451,5894,6195,7389,9778,23276,598,9673,6389,1399,80308,6464,9110,9663,115,7267,7159,9716,389677,80895,51755,57130,23476,220323,26502,7417,8452,26610,7884,8721,9088,23431,11232,23085,10155,90957,11198,55139,7716,3094,3716,79980,54487,6294,84264,6772,6400,56926,54758,22954,7518,10721,8899,121268,9612,338692,8502,4719,254428,55732,29086,84245,79872,8315,8604,55892,79048,10363,2309,7905,8766,54497,3105,57458,152789,55186,84991,5728,23587,1384,9055,5781,116541,6143,64708,58505,10370,23241,10499,2956,64236,55734,79836,2648,55667,140609,57418,6132,143,5877,158,55690,9790,3784,23252,55227,153642,1316,60558,23499,2011,4542,55238,9654,4236,53407,1655,8446,29062,284403,254065,6878,9700,1642,192286,79711,644815,705,26151,7629,221150,261734,1314,3182,29855,4763,90379,29796,57661,54890,7841,3267,2030,11004,84196,1432,51076,6621,7844,10992,78991,91752,667,998,23336,9775,63892,10572,57721,54680,55094,231,9278,6102,7268,5926,128338,10498,6733,92609,84248,51520,80006,55775,81603,54819,51056,7428,987,140890,58508,9262,51099,10036,7343,25929,54623,51668,54014,55699,9031,6794,55568,1191,11200,163786,158427,8816,8992,823,10723,4659,9777,9159,23389,135293,51593,8559,23165,55646,4775,84246,63925,27034,9690,6558,9114,55728,1456,7743,8804,23152,10147,55074,6128,79896,989,1613,55843,55832,84930,7248,4673,4957,60412,6566,79672,57536,23636,64776,10140,79034,10443,22850,4152,10163,55870,10989,54737,55093,221092,5395,6597,83549,1120,4998,11344,1105,4084,8078,3181,54700,126549,2193,55486,10130,2149,54989,57147,1477,51132,5450,5229,6404,64320,6310,163590,4967,23705,84811,64224,553115,2671,8666,5445,90407,57693,6778,11234,7289,4616,81611,84336,2620,80709,5594,19,84306,8535,9371,55204,10045,2138,257218,57410,25875,5074,4650,23142,84340,5305,10227,5996,51020,26271,83706,3799,79072,2261,2618,9360,9776,55761,65003,2091,79033,83786,4644,57553,6576,84243,51105,9894,1455,55827,6868,51571,55269,259266,57708,27032,9382,124997,55628,5595,221496,3106,9373,9844,84078,114785,80152,57178,3420,9581,7013,57688 ZBTB10,ADD1,TSC2,MRPS15,KDM4A,ABCC10,PIGQ,PPP1R16B,ANKRD23,RBM4,ZNF275,PABPC4,FBXO22,EEF2K,CDK5,USF1,NEK6,NSRP1,DNAAF2,RAD23B,SRSF4,ATP13A3,MECR,AP1M1,NUP153,FNIP2,ECD,RNF26,MGAT5,KCNAB2,MLST8,USP34,PLK3,BAK1,CCDC57,TMEM115,NRAS,EHMT1,HSDL1,MCL1,PLEKHM3,SMC2,STOML2,TRIM47,AHNAK,MID1IP1,WDR11,ZNF689,LIMK1,AXIN1,MYO18A,OGT,ATE1,RNASEL,TRIM52,SMAD1,CHPF2,ZNF75A,E2F2,LONP2,ANXA11,PDCD4,NXT2,SSRP1,HIVEP3,MRPL9,KIAA0100,PHF23,RHOC,TRIO,DHX9,CERK,TOP2B,SLC4A2,TMED3,ZNRF3,EIF2AK4,ITGB5,PARN,CDC73,LMNA,GNS,CD59,DDX56,SMC3,MCM5,MEGF8,RIMS3,EFTUD2,FBXO7,ZNF326,GEMIN4,MVP,PPP6R1,PHKG2,LUC7L2,EIF3L,AGGF1,FOXK1,RBM42,PRRC2A,RB1CC1,ZMYND11,DHX29,TYW1,TEX10,GTPBP4,MYBL2,UHRF1BP1,CBFA2T2,MATR3,ABCF1,RHOB,LRRC14B,RDH11,PTPRF,MAGED2,DTWD1,OSBPL11,TXNDC16,CCDC86,PDLIM1,DUSP3,SETD3,MDH1,TMEM159,ZNF830,RUFY3,PDLIM5,RNF139,ACSF2,MRPL3,ZNF207,EXOC3,ANKRD27,ABCA3,POC1A,UBR2,ANK3,CHD1L,TPX2,MYH9,TBC1D13,SLC35B2,PRKACA,RCOR3,GLRX3,TMEM161B,STAM,REPS1,ANKIB1,APP,KIAA1147,ABHD16A,ARL6IP6,PRKD3,CLUAP1,RBM23,FBXL6,AHCTF1,ZKSCAN1,GRSF1,TBC1D14,UBA5,SEPT11,ANAPC7,RNF19A,CLN6,GPD1L,ZC3H3,TMEM9,DCTN1,ADCY7,ENPP4,CPNE1,ERMP1,POLR2L,MAP4K4,CRNKL1,RNPS1,E2F3,PFKFB3,NUSAP1,GORAB,TANC1,MAT2A,GIGYF1,GPR137,DDX17,TMEM184C,CHCHD3,KIF2A,TAF2,PEX5,CDC16,VPS26B,HIPK2,DMWD,PITRM1,ZBTB11,TUBB,LRCH1,USP13,ZNF786,TMBIM4,SESTD1,CCM2,TRAK1,ATG2B,GMCL1,UBE4A,IP6K2,ETS1,RRP36,PNO1,SRXN1,CAPN2,FBXO3,ZBTB45,ADD3,COQ4,SUV39H2,GATC,HUWE1,NDUFB4,ZNF260,DCP1A,GTSE1,GEMIN6,UBE3B,ST8SIA2,TPCN1,HNRNPM,MFSD12,SPTAN1,NUDC,TTPAL,PDPK1,STAU1,TNFAIP3,GALC,POLK,KIAA0930,MRS2,HEBP2,MRPS10,LLPH,PDE3B,PICALM,UTP20,SH3BP5,ZNF862,ZNF180,KEAP1,ACOX1,MAPK6,CAPN7,PML,LRPPRC,LY75,SLC25A19,HMGB2,RGL1,CD81,PARP10,YWHAH,ANAPC4,SNAPIN,TMEM131,DDX47,AGRN,GPBP1L1,TRIM11,PPP1R15B,FAM129A,SNX15,MCCC1,CSNK2A1,SEC16A,RUFY1,FANCI,ZER1,KRR1,FANCL,TET3,ABL2,DLG5,NUP210,NT5DC1,INTS1,IL6ST,PIK3R2,XRCC2,NOC2L,TXLNA,FAM86C1,MYBL1,MCMBP,ASB6,CCAR1,ABCC5,VPS13B,CDC37,PLK1,METTL1,CELSR2,PBXIP1,BAZ2A,RAD51AP1,TLK1,LNX2,EZR,CKAP2L,CDC6,LRP5,UBE2V1,PBRM1,BRCA1,EAF2,ANLN,RAB5B,USP21,LSG1,RHEB,OPTN,TBC1D17,FBXO28,CHD3,NAGLU,ARRDC1,ACTB,PIEZO1,ZNF45,FAM208A,NGLY1,NUDT11,POT1,MYL12B,NUMB,ZNF564,RMND5A,SEPHS2,ZCCHC9,HJURP,CENPF,NKD2,ADCK5,CDK13,NCKAP1,DOCK11,RLF,ASXL2,RSAD1,ARID1B,LRRC14,TNS3,MLX,NUS1,CCP110,SSBP3,KIF13B,ARL6IP1,TIMELESS,AHCY,RBM3,AHDC1,MAML1,HDHD2,ABCC1,TRAPPC9,NQO2,LDB1,AMD1,CAMSAP1,UTP15,KRAS,EIF2AK1,MAP4K3,ZNF761,UBE4B,METTL22,EIF4G2,ARMC8,STYXL1,IRF5,PSMC4,GOLGA4,PCM1,GALNT2,PALB2,PRPS2,ZDHHC7,PRMT7,MYO9A,UNC13C,SUCLG1,ARID2,XAB2,ZNF416,ATP6V1B2,PCBP1,LYN,RPL11,VAV1,TMEM69,CSDE1,PDK2,ATP6V0B,ZNF473,DUS4L,BRPF3,WDR44,EFCAB11,CABLES2,TOP1MT,AHCYL1,ZNF583,POC5,SNX25,KDM3B,CLPTM1,SLC39A9,RPL29,CLCN3,BIRC3,ZNF780B,PSMA8,BTG2,PPIE,CYP20A1,SLC26A6,MTMR6,NUP155,NFATC2,MRPS14,EIF3H,SRSF1,SUGP1,DNAJC10,MRPL2,ATP1A1,IDE,DHX16,PLEKHG4B,CLK3,SCAP,ZNF700,STK38,FASTK,ZNF436,DNAJC17,NCOA1,SPRYD4,FAU,SLC22A23,SMAD4,PARD3,ZNF146,ATXN7L2,INTS2,SLC30A9,CMAS,CDC40,GOLIM4,RRP15,KLHL21,CDT1,ARID5A,CDCA8,TMX3,SMC6,SUMF1,HMGN3,CSNK1A1,RMI1,BZW2,SCYL2,DNAJB9,TFRC,HERC3,GSTK1,NDUFV1,SLC35B4,DDX31,CENPM,ORC3,CAMK2G,RNF5,RNLS,RBM15B,YTHDC1,RPAP3,CNTN5,RPRD1A,SNX2,BTAF1,METTL5,TOP3A,ARHGEF12,PNPLA8,FAM50B,HAGH,API5,BSDC1,ZFR,DDX23,CACNB1,KPNA4,SEC23IP,BIRC5,SNAP29,TFE3,NEIL3,BBX,PGRMC1,GLG1,USP20,TMEM219,PKD2,NR2F2,RPS6KC1,HIPK3,SAT2,NUP188,TXN,PDCD6IP,NDUFB6,TMEM203,ZDHHC8,TAP1,USP39,CUL1,PLXNA1,NANS,UBE2I,SLC20A1,KIFC1,ASAP2,NOL11,DBNDD1,CYB5RL,MARCH2,SLC26A2,PLCL2,CDC5L,USO1,ATG9A,AKT2,PBK,NSUN2,MKI67,DDX20,GALNT7,AURKB,FOXRED1,SLC25A5,RAB2B,DOT1L,MAP3K4,ANKRD10,RBM47,KIF18B,STT3A,RPS14,TPP2,LUC7L3,PSMD8,EIF2D,ITGB1,DHTKD1,RRS1,ZNF598,ZMAT3,NMD3,HDAC2,DDX58,PWWP2A,PPIB,RECQL,C9orf78,LIME1,CHTF18,HLA-E,GSPT2,PRKAA1,ACAP1,SLC35B1,NOTCH2,MAN2B1,ZNF79,PDXDC1,NDUFS7,CNOT3,JMY,SPAG5,YY1AP1,RTKN,RPN1,CEP104,EXOSC7,LRRC8D,DAPK1,TPST1,PCYT2,MRPL40,GNAI2,LPCAT1,ANKHD1,FAM171A1,APOL1,EEF1D,TERF2,GCC2,PRIM2,SIGMAR1,WDR1,RPS24,C1orf35,KCTD20,GORASP2,EXOSC9,ARID1A,PLEC,TOMM40,PKM,MAP2K2,SF3A2,AKAP1,PI4K2A,EPRS,SLCO4A1,ZNF777,MTHFD2,GOLGA2,NSF,QARS,DCK,ACLY,PIAS2,FAM83D,USP32,APPL2,ARAP1,VCPIP1,CABIN1,SMPD4,MAP3K5,PPP6R2,PPP6R3,RNF14,CDK2,CABLES1,NRBP1,NUDT3,CDKN2A,CYTIP,TP53RK,DNMT3A,ATXN3,TRIP10,ZBTB37,URB2,SF3B1,RAF1,RPS6KA1,UROD,KIAA0232,KLHL18,BCL2L1,SLC25A44,SDHA,CRKL,FLAD1,SHC1,MTMR4,LPIN2,ADCY9,TTC3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,ATP13A1,BRD4,OAF,NARF,VDAC2,CUL3,ELP4,SLBP,EDF1,PKMYT1,AP4E1,POLG2,ERC1,TRIM28,DHX57,SUPT16H,ANKZF1,VEZF1,HINT1,JAK1,DSN1,DGCR8,SAFB,HAGHL,STAT1,SEL1L,NCLN,KLHDC4,TRIM32,XRCC4,POLQ,PRPF4B,RHEBL1,NCOR2,ANKRD13D,PKP4,NDUFS1,SLC41A1,C1orf112,BABAM1,MRI1,CBLL1,BRAP,SLC25A12,MYNN,SECISBP2,HMG20A,FOXO3,REEP5,RAB11A,HEATR5B,HLA-A,TMCC3,JAKMIP1,SLC25A36,RBM17,PTEN,ELP5,CRAT,PRC1,PTPN11,MRPL54,RPL19,COPS7B,OSTC,CITED2,PACS2,NCOA2,MSH6,PDLIM2,ZFP64,LONRF3,KAT2A,DENND4C,NEK7,WDR18,RPL8,PARP4,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,LRRC1,ARSK,KLF6,GUF1,MACF1,MARK2,MYO1F,SLC38A7,TTLL4,MFAP1,STX18,DDX5,DUSP11,WDR91,WDR62,BRWD3,TAF6,ESPL1,DDB1,HIGD2A,IPO4,FAM83G,BYSL,NAT9,ZNF76,SKA3,NPHP4,COPA,HNRNPAB,UBN1,NF1,DCAF15,UQCR10,PHRF1,ALKBH5,MOGS,AGFG1,SLC29A1,KIF2C,USP48,MAPK14,CUTC,SNAPC4,RNF103,SF3B2,PCYOX1L,ZNF804A,DST,CDC42,SYNM,EIF4A3,THADA,SIVA1,METTL14,ZNHIT6,GPATCH1,AKR1B1,ZBTB22,RP2,TTC4,ARID4A,DRAM2,CARM1,SRPK2,TIMM50,FYTTD1,LARS,TRAPPC13,TDP1,TRIM8,ZCCHC10,LAP3,VHL,LRBA,SREK1,KMT2C,STK17B,ABHD5,CHAF1A,UBTF,GEMIN5,PAF1,HSPB11,BRWD1,IARS2,BAZ1B,STK11,GALNT10,CLU,CHEK2,SASS6,TSTD2,DCAF5,ATP6V0E1,CAPN1,SLC12A7,PPP1R12A,TM9SF4,PCSK7,MED13L,PM20D2,SRRT,PRPF18,NUP205,LYAR,NFATC3,MED10,ZNF335,ACAD8,UBE3C,SLC12A2,ATP6V0D1,N4BP2,CSNK1G3,ZNF189,CREG1,CIC,SUGP2,OXR1,RPL6,THNSL1,SEPT7,DAPK3,ARHGAP15,CAND1,MASTL,TSC1,NAP1L1,ODF2,EXOC4,SLC16A1,FN3KRP,KIAA1328,NUP62,C11orf1,TOB1,C7orf26,N4BP2L2,ADNP2,MBD1,WASF2,ASH1L,IMMT,MPHOSPH8,WDYHV1,HNRNPUL2,PMS2,SMARCA4,UCK1,CHKB,ORC1,TWF2,CHD1,MXD1,USP5,HNRNPA2B1,RRN3,ANKLE1,FARSA,PARL,PDIA6,F2R,ZNF770,SCYL3,CSTF1,RLIM,POU2AF1,PGGT1B,SELPLG,RNF25,ATXN1,TOR1AIP2,OGDH,CADM1,BUD13,HERPUD2,PEF1,GFER,EIF3G,PON2,TMEM41A,ZNF317,STAT6,HPS5,TULP3,GADD45B,ANP32E,TMEM101,GAS2,AKNA,MAPK1,ABCA1,PDCD2L,CBX4,KIF3B,GOLPH3L,SH2D3A,EYA1,SHPRH,SCYL1,LETMD1,PAWR,MYO9B,DCUN1D4,GFM2,PIP4K2A,MFSD10,RGS1,HDDC2,FBXO5,FERMT3,KIF5B,FASTKD3,FGFR3,GART,PPIG,ATG13,TTC17,MRPL11,FBL,ERI3,FRMD8,MYO5A,MICAL3,SLC25A1,ZDHHC18,PHF20L1,TELO2,CSNK1G2,DCAF6,ADAM17,FAM49B,PSPC1,ASPM,MIER1,ATP2C1,COG1,WDR81,ZNF407,MAPK3,LEMD2,HLA-B,PLAA,ELMO1,KBTBD7,MBD6,CENPT,ZMIZ1,IDH3B,PREPL,TERF1,ZSWIM6 thyroid-carcinoma-Hurthle_cell_carcinoma thyroid-carcinoma-Hurthle_cell_carcinoma 0.0165334777235342 -4.10236800067922 204 42 0.0162350212601469 2587 17385 9592,80331,2130,4125,57492,3895,9231,2261,27154,5728,11108,4436,10342,23144,4363,27339,147807,4893,7428,10276,4288,3845,672,4221,168455,8087,3029,23085,56981,4216,2778,25929,643641,5108,8030,10607,10980,11065,4089,3265,2139,6602 IER2,DNAJC5,EWSR1,MAN2B1,ARID1B,KTN1,DLG5,FGFR3,BRPF3,PTEN,PRDM4,MSH2,TFG,ZC3H3,ABCC1,PRPF19,ZNF524,NRAS,VHL,NET1,MKI67,KRAS,BRCA1,MEN1,CCDC71L,FXR1,HAGH,ERC1,PRDM11,MAP3K4,GNAS,GEMIN5,ZNF862,PCM1,CCDC6,TBL3,COPS6,UBE2C,SMAD4,HRAS,EYA2,SMARCD1 Hurthle_cell_carcinoma Hurthle_cell_carcinoma 0.0165334777235342 -4.10236800067922 204 42 0.0162350212601469 2587 17385 9592,80331,2130,4125,57492,3895,9231,2261,27154,5728,11108,4436,10342,23144,4363,27339,147807,4893,7428,10276,4288,3845,672,4221,168455,8087,3029,23085,56981,4216,2778,25929,643641,5108,8030,10607,10980,11065,4089,3265,2139,6602 IER2,DNAJC5,EWSR1,MAN2B1,ARID1B,KTN1,DLG5,FGFR3,BRPF3,PTEN,PRDM4,MSH2,TFG,ZC3H3,ABCC1,PRPF19,ZNF524,NRAS,VHL,NET1,MKI67,KRAS,BRCA1,MEN1,CCDC71L,FXR1,HAGH,ERC1,PRDM11,MAP3K4,GNAS,GEMIN5,ZNF862,PCM1,CCDC6,TBL3,COPS6,UBE2C,SMAD4,HRAS,EYA2,SMARCD1 fat fat 0.0165879918816007 -4.09907622601211 120 27 0.010436799381523 2587 17385 6938,2130,4893,4763,23451,10020,79073,9790,3845,4221,4953,23042,4216,2778,5925,8853,5728,2120,57122,6794,2521,138639,9794,3265,1029,55749,644815 TCF12,EWSR1,NRAS,NF1,SF3B1,GNE,TMEM109,BMS1,KRAS,MEN1,ODC1,PDXDC1,MAP3K4,GNAS,RB1,ASAP2,PTEN,ETV6,NUP107,STK11,FUS,PTPDC1,MAML1,HRAS,CDKN2A,CCAR1,FAM83G cervix-carcinoma cervix-carcinoma 0.0166503421230232 -4.09532451483747 42 12 0.00463857750289911 2587 17385 1031,2261,5925,4893,4763,5728,7428,23451,6794,3845,3265,1029 CDKN2C,FGFR3,RB1,NRAS,NF1,PTEN,VHL,SF3B1,STK11,KRAS,HRAS,CDKN2A lung lung 0.0172564709603366 -4.05956807771228 16793 2517 0.972941631233089 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,ZNF720,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,ERV3-1,PDXP,SMC3,C4orf3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,FAM72D,EXOC3,RHOG,STARD7,C5orf30,VTI1A,SLC35B2,INO80E,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,CORO1C,NSMCE2,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,ANXA5,LTN1,KANSL2,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,C14orf132,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,PTPN18,MIOS,MBLAC2,SNRPB,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,LRSAM1,HDHD2,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,MYO9A,BTBD10,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,CHMP4B,XRCC3,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,CDCA8,TMX3,GTF3A,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,NUP188,TXN,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,TAF5L,CISD2,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,NPLOC4,CNOT3,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,OSTF1,FBXL7,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,CCNK,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,CCDC71L,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,SARNP,IVNS1ABP,MON1B,RMI2,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,HNRNPM,LYPLA2,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,LY75,C4orf46,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,SP3,METTL1,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,ZADH2,GGPS1,RPAIN,RAD23A,PDK2,ATP6V0B,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,CLPTM1,SLC39A9,RPL29,BTG2,DNAJC9,FRAT2,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,MAFK,PSMD3,NDUFA11,CEP55,ZNF436,DNAJC17,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,SMAP1,GOLIM4,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,TMA7,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,COPG2,JMY,FKBP1A,SLC31A1,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,FTL,DDX28,ZNF84,SIGMAR1,PIP4K2C,FAM133B,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,CAST,SUZ12,RAC1,GPR89A,OLA1,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,HSPA4,MRPL55,JAK1,TBL3,GOLGA8A,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,TSR2,ECH1,PRDX1,PLD3,NUCB1,GNA12,FBXO21,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,VPS29,BYSL,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,UBE2Z,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,CXXC4,UBTF,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,C22orf46,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,SRSF3,MBD6,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,PDCD4,SMNDC1,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,CD59,RNFT1,RIMS3,MEGF8,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,GLRX3,STMN1,C19orf48,REPS1,CBWD5,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,CGGBP1,CPNE1,SEC61B,FAM118B,GOPC,E2F3,CIRBP,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,CENPBD1,DMWD,USP13,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,GPS2,DBI,SSNA1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,TET3,FANCL,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,ZBED5,CKAP2L,PSMG1,UBE2V1,IL12RB1,EAF2,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,FAM53C,DNAJB2,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,RAB6A,DNAJB1,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,IRF5,NMT2,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,FAM122A,SIL1,DTD1,UNC13C,BCCIP,SART1,TRAF7,TOR1AIP1,ZNF416,LAGE3,ZFYVE21,TM9SF3,RRAGC,ZNF121,OIP5,NRF1,WDR44,PIN1,PPME1,EFCAB11,RPAP1,CABLES2,TOP1MT,LMAN1,AHCYL1,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,NADSYN1,UNK,CMAS,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,CSRP1,HMGN5,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,USP20,TMEM219,RBPJ,MAX,PDCD6IP,GXYLT1,LUZP1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,PRIM1,MAP3K4,HHEX,RPS14,LUC7L3,MAP4,MRPL27,BTF3,PTPDC1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1,NDUFB9,JOSD1,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,BUD31,ZNF335,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,SEPT7,NAP1L1,NSMF,ODF2,EXOC4,KIAA1328,NUP62,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKRD28,ANKLE1,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,DAP3,TMEM41A,ZNF317,GADD45B,AKNA,REEP4,CBX4,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL thyroid-adenoma-nodule-goitre thyroid-adenoma-nodule-goitre 0.0172720655996194 -4.05866478774422 57 15 0.00579822187862389 2587 17385 2778,2261,5925,4893,8030,5728,7428,5781,6794,3845,4221,10342,4089,3265,1029 GNAS,FGFR3,RB1,NRAS,CCDC6,PTEN,VHL,PTPN11,STK11,KRAS,MEN1,TFG,SMAD4,HRAS,CDKN2A phyllodes_tumour phyllodes_tumour 0.0189188419690754 -3.9675969239401 24 8 0.00309238500193274 2587 17385 2261,5925,4893,672,4221,4089,3265,1029 FGFR3,RB1,NRAS,BRCA1,MEN1,SMAD4,HRAS,CDKN2A breast-other-phyllodes_tumour breast-other-phyllodes_tumour 0.0189188419690754 -3.9675969239401 24 8 0.00309238500193274 2587 17385 2261,5925,4893,672,4221,4089,3265,1029 FGFR3,RB1,NRAS,BRCA1,MEN1,SMAD4,HRAS,CDKN2A skin-carcinoma skin-carcinoma 0.0194393582039371 -3.94045549469559 38 11 0.00425202937765752 2587 17385 2778,4893,998,10783,23451,9448,3845,11200,1017,5605,3265 GNAS,NRAS,CDC42,NEK6,SF3B1,MAP4K4,KRAS,CHEK2,CDK2,MAP2K2,HRAS soft_tissue-nerve_sheath-malignant_peripheral_nerve_sheath_tumour soft_tissue-nerve_sheath-malignant_peripheral_nerve_sheath_tumour 0.0194393582039371 -3.94045549469559 38 11 0.00425202937765752 2587 17385 2261,5925,2130,4893,4763,5728,2120,3845,2521,3265,1029 FGFR3,RB1,EWSR1,NRAS,NF1,PTEN,ETV6,KRAS,FUS,HRAS,CDKN2A vertebrae vertebrae 0.0194424772002659 -3.94029506007089 68 17 0.00657131812910707 2587 17385 2778,5925,4899,2130,4893,5728,7284,26003,3845,84336,994,22954,3020,79033,1982,3265,1029 GNAS,RB1,NRF1,EWSR1,NRAS,PTEN,TUFM,GORASP2,KRAS,TMEM101,CDC25B,TRIM32,H3F3A,ERI3,EIF4G2,HRAS,CDKN2A skin skin 0.0196248179229191 -3.93096029316975 16759 2512 0.971008890606881 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,ZNF720,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,ERV3-1,PDXP,SMC3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,FAM72D,RHOG,EXOC3,STARD7,C5orf30,VTI1A,INO80E,SLC35B2,RCOR3,LCLAT1,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,ZNF226,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,CORO1C,NSMCE2,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,KANSL2,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,RYBP,VPS13B,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,MYO9A,BTBD10,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,MCM10,C19orf53,KLHL21,PDAP1,CDCA8,TMX3,GTF3A,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,WBP1L,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,TXN,NUP188,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,CISD2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,CNOT3,NPLOC4,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,OSTF1,FBXL7,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,CDKN2A,NUDT3,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,CCNK,DNAJC8,ELP5,AXIN2,CITED2,JMJD4,KAT2A,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,COMMD4,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,PIGM,NAT9,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,RMI2,MON1B,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,HNRNPM,LYPLA2,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,SP3,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,COPE,ZADH2,GGPS1,RAD23A,ABRACL,PDK2,ATP6V0B,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,CLPTM1,SLC39A9,RPL29,RPL35,BTG2,DNAJC9,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,MAFK,PSMD3,NDUFA11,CEP55,ZNF436,DNAJC17,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,SMAP1,GOLIM4,RRP15,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,SIGMAR1,PIP4K2C,FAM133B,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,CAST,SUZ12,RAC1,GPR89A,OLA1,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,MAPRE2,RFC3,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,GOLGA8A,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,STRIP1,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,TSR2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,VPS29,BYSL,S100PBP,MIB2,IER2,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,UBE2Z,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,CXXC4,UBTF,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,KIFAP3,BCL2,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,C22orf46,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,SMNDC1,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,CD59,RNFT1,MEGF8,RIMS3,FBXO7,EFTUD2,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,GLRX3,STMN1,C19orf48,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,SZRD1,CGGBP1,CPNE1,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,CENPBD1,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,COQ4,ITGB8,ARF5,ARHGEF1,GTF2H2,FBXL19,TTPAL,UTP20,MAGT1,GPS2,DBI,SSNA1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,TET3,FANCL,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,RPP25,CELSR2,SEPT9,RBX1,APH1A,RAD51AP1,ZBED5,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,FAM53C,DNAJB2,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,RAB6A,DNAJB1,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,IRF5,NMT2,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,FAM122A,SIL1,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,ZFYVE21,TM9SF3,RRAGC,ZNF121,OIP5,NRF1,WDR44,PIN1,PPME1,EFCAB11,RPAP1,CABLES2,TOP1MT,LMAN1,AHCYL1,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,NADSYN1,CMAS,UNK,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,CSRP1,HMGN5,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,USP20,TMEM219,RBPJ,MAX,PDCD6IP,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,CBFB,RFC2,RAB2B,PRIM1,MAP3K4,HHEX,RPS14,LUC7L3,MAP4,MRPL27,BTF3,PTPDC1,CCDC59,NMD3,PTOV1,C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P1,DPM1,FOPNL,SLC16A7,WDR82,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,BANF1,ZNF335,BUD31,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,PSMA1,SEPT7,NAP1L1,NSMF,ODF2,EXOC4,KIAA1328,NUP62,PITPNA,NAA20,PTDSS1,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKRD28,ANKLE1,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,DAP3,TMEM41A,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL nerve_sheath nerve_sheath 0.0203296493366104 -3.89567490005875 48 13 0.0050251256281407 2587 17385 2778,2261,5925,2130,4893,4763,5728,2120,6794,3845,2521,3265,1029 GNAS,FGFR3,RB1,EWSR1,NRAS,NF1,PTEN,ETV6,STK11,KRAS,FUS,HRAS,CDKN2A papillary_adenocarcinoma papillary_adenocarcinoma 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 3845,4893,3265,2956 KRAS,NRAS,HRAS,MSH6 ovary-germ_cell_tumour ovary-germ_cell_tumour 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A central_nervous_system-posterior_fossa-glioma-astrocytoma_Grade_III central_nervous_system-posterior_fossa-glioma-astrocytoma_Grade_III 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 3020,1029,2956,4436 H3F3A,CDKN2A,MSH6,MSH2 bone-tibia-osteosarcoma bone-tibia-osteosarcoma 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 5925,3020,23451,1029 RB1,H3F3A,SF3B1,CDKN2A salivary_gland-parotid-adenoma-pleomorphic salivary_gland-parotid-adenoma-pleomorphic 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A upper_aerodigestive_tract-trachea-carcinoma-adenoid_cystic_carcinoma upper_aerodigestive_tract-trachea-carcinoma-adenoid_cystic_carcinoma 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 3845,4893,5728,3265 KRAS,NRAS,PTEN,HRAS vulva-other-lichen_sclerosus vulva-other-lichen_sclerosus 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A testis-germ_cell_tumour-yolk_sac_tumour testis-germ_cell_tumour-yolk_sac_tumour 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A placenta-choriocarcinoma placenta-choriocarcinoma 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 3845,4893,23451,3265 KRAS,NRAS,SF3B1,HRAS testis-sex_cord-stromal_tumour-Leydig_cell_tumour testis-sex_cord-stromal_tumour-Leydig_cell_tumour 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 2778,3845,4893,3265 GNAS,KRAS,NRAS,HRAS endometrium-carcinoma-small_cell_carcinoma endometrium-carcinoma-small_cell_carcinoma 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 3845,4893,5728,3265 KRAS,NRAS,PTEN,HRAS endometrium-carcinoma-mucinous_carcinoma endometrium-carcinoma-mucinous_carcinoma 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A bone-sarcoma bone-sarcoma 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 3845,4893,23451,3265 KRAS,NRAS,SF3B1,HRAS penis-carcinoma penis-carcinoma 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 3845,4893,5728,3265 KRAS,NRAS,PTEN,HRAS stomach-carcinoma-papillary_adenocarcinoma stomach-carcinoma-papillary_adenocarcinoma 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 3845,4893,3265,2956 KRAS,NRAS,HRAS,MSH6 salivary_gland-parotid-carcinoma-mucoepidermoid_carcinoma salivary_gland-parotid-carcinoma-mucoepidermoid_carcinoma 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 3845,2130,3265,1029 KRAS,EWSR1,HRAS,CDKN2A Leydig_cell_tumour Leydig_cell_tumour 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 2778,3845,4893,3265 GNAS,KRAS,NRAS,HRAS cervix-in_situ_neoplasm-cervical_intraepithelial_neoplasia_Grade_I cervix-in_situ_neoplasm-cervical_intraepithelial_neoplasia_Grade_I 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 2261,4893,3265,1029 FGFR3,NRAS,HRAS,CDKN2A cervical_intraepithelial_neoplasia_Grade_I cervical_intraepithelial_neoplasia_Grade_I 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 2261,4893,3265,1029 FGFR3,NRAS,HRAS,CDKN2A paranasal_sinus paranasal_sinus 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 3845,4893,5728,3265 KRAS,NRAS,PTEN,HRAS lichen_sclerosus lichen_sclerosus 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A eye-malignant_melanoma eye-malignant_melanoma 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 2130,4893,5728,1029 EWSR1,NRAS,PTEN,CDKN2A autonomic_ganglia-extraadrenal-paraganglioma autonomic_ganglia-extraadrenal-paraganglioma 0.0207417746577412 -3.87560551293005 8 4 0.00154619250096637 2587 17385 3845,4149,4221,7428 KRAS,MAX,MEN1,VHL fibroma-thecoma-fibrothecoma fibroma-thecoma-fibrothecoma 0.0209900286207005 -3.86370778161072 20 7 0.00270583687669115 2587 17385 2778,3845,6794,672,4893,3265,1029 GNAS,KRAS,STK11,BRCA1,NRAS,HRAS,CDKN2A ovary-sex_cord-stromal_tumour-fibroma-thecoma-fibrothecoma ovary-sex_cord-stromal_tumour-fibroma-thecoma-fibrothecoma 0.0209900286207005 -3.86370778161072 20 7 0.00270583687669115 2587 17385 2778,3845,6794,672,4893,3265,1029 GNAS,KRAS,STK11,BRCA1,NRAS,HRAS,CDKN2A MALT_lymphoma MALT_lymphoma 0.0209900286207005 -3.86370778161072 20 7 0.00270583687669115 2587 17385 3845,4853,1788,4893,7128,3265,1029 KRAS,NOTCH2,DNMT3A,NRAS,TNFAIP3,HRAS,CDKN2A skin-malignant_melanoma-nodular skin-malignant_melanoma-nodular 0.0211970240623372 -3.85389448157564 29 9 0.00347893312717433 2587 17385 2261,4893,5728,23451,5879,3845,4221,3265,1029 FGFR3,NRAS,PTEN,SF3B1,RAC1,KRAS,MEN1,HRAS,CDKN2A parietooccipital parietooccipital 0.0226422902987701 -3.78793586915719 16 6 0.00231928875144956 2587 17385 1031,3020,4763,5728,2956,4436 CDKN2C,H3F3A,NF1,PTEN,MSH6,MSH2 serrated_polyp serrated_polyp 0.0226422902987701 -3.78793586915719 16 6 0.00231928875144956 2587 17385 2778,3845,6794,4893,5728,4089 GNAS,KRAS,STK11,NRAS,PTEN,SMAD4 large_intestine-colon-serrated_polyp-serrated_adenoma large_intestine-colon-serrated_polyp-serrated_adenoma 0.0226422902987701 -3.78793586915719 16 6 0.00231928875144956 2587 17385 2778,3845,6794,4893,5728,4089 GNAS,KRAS,STK11,NRAS,PTEN,SMAD4 normal normal 0.0226422902987701 -3.78793586915719 16 6 0.00231928875144956 2587 17385 2778,2261,3845,4893,3265,1029 GNAS,FGFR3,KRAS,NRAS,HRAS,CDKN2A serrated_adenoma serrated_adenoma 0.0226422902987701 -3.78793586915719 16 6 0.00231928875144956 2587 17385 2778,3845,6794,4893,5728,4089 GNAS,KRAS,STK11,NRAS,PTEN,SMAD4 tubular tubular 0.0226422902987701 -3.78793586915719 16 6 0.00231928875144956 2587 17385 2778,3845,6794,4893,5728,4089 GNAS,KRAS,STK11,NRAS,PTEN,SMAD4 embryonal_carcinoma embryonal_carcinoma 0.0226422902987701 -3.78793586915719 16 6 0.00231928875144956 2587 17385 6597,3845,4893,23451,3265,1029 SMARCA4,KRAS,NRAS,SF3B1,HRAS,CDKN2A haematopoietic_and_lymphoid_tissue-skin-lymphoid_neoplasm-anaplastic_large_cell_lymphoma haematopoietic_and_lymphoid_tissue-skin-lymphoid_neoplasm-anaplastic_large_cell_lymphoma 0.0226710935858459 -3.78666457628582 34 10 0.00386548125241593 2587 17385 2261,5925,4893,5728,7428,6794,3845,6774,3265,1029 FGFR3,RB1,NRAS,PTEN,VHL,STK11,KRAS,STAT3,HRAS,CDKN2A ovary-carcinoma-mucinous_carcinoma ovary-carcinoma-mucinous_carcinoma 0.0227472575496774 -3.78331068811851 458 84 0.0324700425202938 2587 17385 112858,1788,7249,4763,6195,5894,1457,6597,5566,11344,4067,1432,29904,1020,27,5164,23683,10783,57147,51755,6733,5347,1263,4893,23476,208,55872,9874,9448,9088,672,9212,9262,10155,4216,3716,1198,11329,28996,3984,10922,6794,6041,11200,5594,4089,8899,57410,7204,5562,8621,203054,440275,1452,55681,2261,5925,5728,1612,5261,818,1456,2956,5170,1455,140609,27102,8491,3845,8289,2011,5605,1613,5595,84930,2778,5597,4217,1017,26750,10114,3265,29959,1029 TP53RK,DNMT3A,TSC2,NF1,RPS6KA1,RAF1,CSNK2A1,SMARCA4,PRKACA,TWF2,LYN,MAPK14,EEF2K,CDK5,ABL2,PDK2,PRKD3,NEK6,SCYL3,CDK12,SRPK2,PLK1,PLK3,NRAS,BRD4,AKT2,PBK,TLK1,MAP4K4,PKMYT1,BRCA1,AURKB,STK17B,TRIM28,MAP3K4,JAK1,CLK3,STK38,HIPK2,LIMK1,FASTK,STK11,RNASEL,CHEK2,MAPK1,SMAD4,PRPF4B,SCYL1,TRIO,PRKAA1,CDK13,ADCK5,EIF2AK4,CSNK1A1,SCYL2,FGFR3,RB1,PTEN,DAPK1,PHKG2,CAMK2G,CSNK1G3,MSH6,PDPK1,CSNK1G2,NEK7,EIF2AK1,MAP4K3,KRAS,ARID1A,MARK2,MAP2K2,DAPK3,MAPK3,MASTL,GNAS,MAPK6,MAP3K5,CDK2,RPS6KC1,HIPK3,HRAS,NRBP1,CDKN2A adrenal_gland-adrenal_gland-adrenal_cortical_adenoma adrenal_gland-adrenal_gland-adrenal_cortical_adenoma 0.0231205230728823 -3.76703461117427 12 5 0.00193274062620796 2587 17385 2778,3845,4893,4221,3265 GNAS,KRAS,NRAS,MEN1,HRAS soft_tissue-fibrous_tissue_and_uncertain_origin-desmoid_tumour-fibromatosis soft_tissue-fibrous_tissue_and_uncertain_origin-desmoid_tumour-fibromatosis 0.0231205230728823 -3.76703461117427 12 5 0.00193274062620796 2587 17385 5925,3845,2521,1029,2120 RB1,KRAS,FUS,CDKN2A,ETV6 skin-face-carcinoma-basal_cell_carcinoma skin-face-carcinoma-basal_cell_carcinoma 0.0231205230728823 -3.76703461117427 12 5 0.00193274062620796 2587 17385 2261,3845,1540,4893,3265 FGFR3,KRAS,CYLD,NRAS,HRAS skin-abdomen-malignant_melanoma-nodular skin-abdomen-malignant_melanoma-nodular 0.0231205230728823 -3.76703461117427 12 5 0.00193274062620796 2587 17385 3845,4893,5728,3265,1029 KRAS,NRAS,PTEN,HRAS,CDKN2A trachea trachea 0.0231205230728823 -3.76703461117427 12 5 0.00193274062620796 2587 17385 3845,4893,5728,3265,1029 KRAS,NRAS,PTEN,HRAS,CDKN2A haematopoietic_and_lymphoid_tissue-mediastinum-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma haematopoietic_and_lymphoid_tissue-mediastinum-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma 0.0231205230728823 -3.76703461117427 12 5 0.00193274062620796 2587 17385 1031,3845,7128,6774,1029 CDKN2C,KRAS,TNFAIP3,STAT3,CDKN2A central_nervous_system-fourth_ventricle-glioma-astrocytoma_Grade_I central_nervous_system-fourth_ventricle-glioma-astrocytoma_Grade_I 0.0231205230728823 -3.76703461117427 12 5 0.00193274062620796 2587 17385 3845,4893,3265,5781,1185 KRAS,NRAS,HRAS,PTPN11,CLCN6 desmoid_tumour-fibromatosis desmoid_tumour-fibromatosis 0.0231205230728823 -3.76703461117427 12 5 0.00193274062620796 2587 17385 5925,3845,2521,1029,2120 RB1,KRAS,FUS,CDKN2A,ETV6 malignant_peripheral_nerve_sheath_tumour malignant_peripheral_nerve_sheath_tumour 0.0235359933397928 -3.74922439810267 39 11 0.00425202937765752 2587 17385 2261,5925,2130,4893,4763,5728,2120,3845,2521,3265,1029 FGFR3,RB1,EWSR1,NRAS,NF1,PTEN,ETV6,KRAS,FUS,HRAS,CDKN2A dysplasia-carcinoma_in_situ dysplasia-carcinoma_in_situ 0.0242825110557645 -3.71799889739027 25 8 0.00309238500193274 2587 17385 2778,2261,3845,4893,5728,27436,3265,6929 GNAS,FGFR3,KRAS,NRAS,PTEN,EML4,HRAS,TCF3 ganglioglioma ganglioglioma 0.0242825110557645 -3.71799889739027 25 8 0.00309238500193274 2587 17385 7248,7249,4763,5728,2120,3845,3020,1029 TSC1,TSC2,NF1,PTEN,ETV6,KRAS,H3F3A,CDKN2A synovial_sarcoma synovial_sarcoma 0.0245575208565264 -3.70673712312206 91 21 0.00811751063007344 2587 17385 8910,2130,4893,9320,4763,23451,3845,26003,4967,3784,90957,5925,54431,5728,2120,6794,26039,2521,7188,3265,1029 SGCE,EWSR1,NRAS,TRIP12,NF1,SF3B1,KRAS,GORASP2,OGDH,KCNQ1,DHX57,RB1,DNAJC10,PTEN,ETV6,STK11,SS18L1,FUS,TRAF5,HRAS,CDKN2A mucinous_carcinoma mucinous_carcinoma 0.0250805614243342 -3.68566217812768 460 84 0.0324700425202938 2587 17385 112858,1788,7249,4763,6195,5894,1457,6597,5566,11344,4067,1432,29904,1020,27,5164,23683,10783,57147,51755,6733,5347,1263,4893,23476,208,55872,9874,9448,9088,672,9212,9262,10155,4216,3716,1198,11329,28996,3984,10922,6794,6041,11200,5594,4089,8899,57410,7204,5562,8621,203054,440275,1452,55681,2261,5925,5728,1612,5261,818,1456,2956,5170,1455,140609,27102,8491,3845,8289,2011,5605,1613,5595,84930,2778,5597,4217,1017,26750,10114,3265,29959,1029 TP53RK,DNMT3A,TSC2,NF1,RPS6KA1,RAF1,CSNK2A1,SMARCA4,PRKACA,TWF2,LYN,MAPK14,EEF2K,CDK5,ABL2,PDK2,PRKD3,NEK6,SCYL3,CDK12,SRPK2,PLK1,PLK3,NRAS,BRD4,AKT2,PBK,TLK1,MAP4K4,PKMYT1,BRCA1,AURKB,STK17B,TRIM28,MAP3K4,JAK1,CLK3,STK38,HIPK2,LIMK1,FASTK,STK11,RNASEL,CHEK2,MAPK1,SMAD4,PRPF4B,SCYL1,TRIO,PRKAA1,CDK13,ADCK5,EIF2AK4,CSNK1A1,SCYL2,FGFR3,RB1,PTEN,DAPK1,PHKG2,CAMK2G,CSNK1G3,MSH6,PDPK1,CSNK1G2,NEK7,EIF2AK1,MAP4K3,KRAS,ARID1A,MARK2,MAP2K2,DAPK3,MAPK3,MASTL,GNAS,MAPK6,MAP3K5,CDK2,RPS6KC1,HIPK3,HRAS,NRBP1,CDKN2A acute_lymphoblastic_leukaemia_therapy_related acute_lymphoblastic_leukaemia_therapy_related 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS salivary_gland-tongue-carcinoma-cribriform_adenocarcinoma salivary_gland-tongue-carcinoma-cribriform_adenocarcinoma 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS bone-femur-other-giant_cell_tumour bone-femur-other-giant_cell_tumour 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 2130,3020,3265 EWSR1,H3F3A,HRAS salivary_gland-lymph_node-carcinoma-adenoid_cystic_carcinoma salivary_gland-lymph_node-carcinoma-adenoid_cystic_carcinoma 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS thyroid-carcinoma-mixed_papillary_and_follicular_carcinoma thyroid-carcinoma-mixed_papillary_and_follicular_carcinoma 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS stomach-other-dysplasia stomach-other-dysplasia 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 2778,3845,3265 GNAS,KRAS,HRAS salivary_gland-sphenoid_sinus-carcinoma-adenoid_cystic_carcinoma salivary_gland-sphenoid_sinus-carcinoma-adenoid_cystic_carcinoma 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS buccal buccal 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS ear_canal ear_canal 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS haematopoietic_and_lymphoid_tissue-thyroid-lymphoid_neoplasm-follicular_lymphoma haematopoietic_and_lymphoid_tissue-thyroid-lymphoid_neoplasm-follicular_lymphoma 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS cemento-ossifying_fibroma cemento-ossifying_fibroma 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 2778,2521,79577 GNAS,FUS,CDC73 skin-lower_leg-malignant_melanoma-superficial_spreading skin-lower_leg-malignant_melanoma-superficial_spreading 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS mixed_papillary_and_follicular_carcinoma mixed_papillary_and_follicular_carcinoma 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS kidney-other-angiomyolipoma kidney-other-angiomyolipoma 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 7248,7249,7428 TSC1,TSC2,VHL sphenoid_sinus sphenoid_sinus 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS thyroid-other-Graves_disease thyroid-other-Graves_disease 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 2778,4893,8030 GNAS,NRAS,CCDC6 urinary_tract-bladder-carcinoma-undifferentiated_carcinoma urinary_tract-bladder-carcinoma-undifferentiated_carcinoma 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS plasmacytoma plasmacytoma 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,7428 KRAS,NRAS,VHL cribriform_adenocarcinoma cribriform_adenocarcinoma 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-ear-malignant_melanoma-spitzoid skin-ear-malignant_melanoma-spitzoid 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 4893,3265,1029 NRAS,HRAS,CDKN2A salivary_gland-mouth_floor-carcinoma-cribriform_adenocarcinoma salivary_gland-mouth_floor-carcinoma-cribriform_adenocarcinoma 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS salivary_gland-ear_canal-carcinoma-adenoid_cystic_carcinoma salivary_gland-ear_canal-carcinoma-adenoid_cystic_carcinoma 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS salivary_gland-buccal-carcinoma-adenoid_cystic_carcinoma salivary_gland-buccal-carcinoma-adenoid_cystic_carcinoma 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS lung-bronchus-carcinoma-adenoid_cystic_carcinoma lung-bronchus-carcinoma-adenoid_cystic_carcinoma 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS vagina-carcinoma-adenoid_cystic_carcinoma vagina-carcinoma-adenoid_cystic_carcinoma 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-acute_lymphoblastic_leukaemia_therapy_related haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-acute_lymphoblastic_leukaemia_therapy_related 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS angiomyolipoma angiomyolipoma 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 7248,7249,7428 TSC1,TSC2,VHL haematopoietic_and_lymphoid_tissue-thyroid-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma haematopoietic_and_lymphoid_tissue-thyroid-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS endometrium-hyperplasia-complex-atypical endometrium-hyperplasia-complex-atypical 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,5728,1029 KRAS,PTEN,CDKN2A skin-forearm-other-seborrhoeic_keratosis skin-forearm-other-seborrhoeic_keratosis 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 2261,3265,5781 FGFR3,HRAS,PTPN11 haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-monoclonal_gammopathy_of_undetermined_significance haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-monoclonal_gammopathy_of_undetermined_significance 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 2261,3845,4893 FGFR3,KRAS,NRAS skin-hip-other-seborrhoeic_keratosis skin-hip-other-seborrhoeic_keratosis 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 2261,3265,5781 FGFR3,HRAS,PTPN11 tectum tectum 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3020,5728,1029 H3F3A,PTEN,CDKN2A skin-back-other-atypical_Spitzoid_tumour skin-back-other-atypical_Spitzoid_tumour 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 4893,3265,1029 NRAS,HRAS,CDKN2A Graves_disease Graves_disease 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 2778,4893,8030 GNAS,NRAS,CCDC6 sublingual sublingual 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS lung-carcinoma-lymphoepithelioma_like_carcinoma lung-carcinoma-lymphoepithelioma_like_carcinoma 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3799,3845,27436 KIF5B,KRAS,EML4 complex-atypical complex-atypical 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,5728,1029 KRAS,PTEN,CDKN2A cervical_intraepithelial_neoplasia_Grade_II cervical_intraepithelial_neoplasia_Grade_II 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 4893,3265,1029 NRAS,HRAS,CDKN2A intraepithelial_neoplasia intraepithelial_neoplasia 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 2778,3845,1029 GNAS,KRAS,CDKN2A large_cell_neuroendocrine_carcinoma large_cell_neuroendocrine_carcinoma 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 5925,3845,1029 RB1,KRAS,CDKN2A monoclonal_gammopathy_of_undetermined_significance monoclonal_gammopathy_of_undetermined_significance 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 2261,3845,4893 FGFR3,KRAS,NRAS haematopoietic_and_lymphoid_tissue-extranodal-lymphoid_neoplasm-marginal_zone_lymphoma haematopoietic_and_lymphoid_tissue-extranodal-lymphoid_neoplasm-marginal_zone_lymphoma 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 330,23451,1029 BIRC3,SF3B1,CDKN2A biliary_tract-gallbladder-carcinoma-undifferentiated_carcinoma biliary_tract-gallbladder-carcinoma-undifferentiated_carcinoma 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 3845,4893,23451 KRAS,NRAS,SF3B1 cervix-in_situ_neoplasm-cervical_intraepithelial_neoplasia_Grade_II cervix-in_situ_neoplasm-cervical_intraepithelial_neoplasia_Grade_II 0.0260141550754122 -3.64911446312932 5 3 0.00115964437572478 2587 17385 4893,3265,1029 NRAS,HRAS,CDKN2A skin-malignant_melanoma-acral_lentiginous skin-malignant_melanoma-acral_lentiginous 0.0263912595397845 -3.63472240168676 30 9 0.00347893312717433 2587 17385 2261,5925,4893,5728,23451,3845,4221,3265,1029 FGFR3,RB1,NRAS,PTEN,SF3B1,KRAS,MEN1,HRAS,CDKN2A ovary-carcinoma-carcinosarcoma-malignant_mesodermal_mixed_tumour ovary-carcinoma-carcinosarcoma-malignant_mesodermal_mixed_tumour 0.0263912595397845 -3.63472240168676 30 9 0.00347893312717433 2587 17385 5925,3845,672,4893,4763,5728,4089,1029,4436 RB1,KRAS,BRCA1,NRAS,NF1,PTEN,SMAD4,CDKN2A,MSH2 salivary_gland-carcinoma-mucoepidermoid_carcinoma salivary_gland-carcinoma-mucoepidermoid_carcinoma 0.0275391150598321 -3.5921479191016 21 7 0.00270583687669115 2587 17385 3845,6794,4893,5728,3265,4089,1029 KRAS,STK11,NRAS,PTEN,HRAS,SMAD4,CDKN2A oligodendroglioma oligodendroglioma 0.0275391150598321 -3.5921479191016 21 7 0.00270583687669115 2587 17385 1031,3845,4853,5728,23152,1029,8880 CDKN2C,KRAS,NOTCH2,PTEN,CIC,CDKN2A,FUBP1 testis-germ_cell_tumour testis-germ_cell_tumour 0.0275391150598321 -3.5921479191016 21 7 0.00270583687669115 2587 17385 126549,3845,4893,143471,3265,7516,10036 ANKLE1,KRAS,NRAS,PSMA8,HRAS,XRCC2,CHAF1A Merkel_cell_carcinoma Merkel_cell_carcinoma 0.0275391150598321 -3.5921479191016 21 7 0.00270583687669115 2587 17385 5925,3845,4893,5728,3265,8312,1029 RB1,KRAS,NRAS,PTEN,HRAS,AXIN1,CDKN2A vulva-carcinoma-squamous_cell_carcinoma vulva-carcinoma-squamous_cell_carcinoma 0.0275391150598321 -3.5921479191016 21 7 0.00270583687669115 2587 17385 2261,3845,4893,5728,23451,3265,1029 FGFR3,KRAS,NRAS,PTEN,SF3B1,HRAS,CDKN2A liposarcoma liposarcoma 0.0276633461608081 -3.58764698534046 114 25 0.00966370313103981 2587 17385 6938,2130,4893,4763,23451,10020,79073,9790,3845,4953,23042,4216,2778,5925,8853,5728,57122,6794,2521,138639,9794,3265,1029,644815,55749 TCF12,EWSR1,NRAS,NF1,SF3B1,GNE,TMEM109,BMS1,KRAS,ODC1,PDXDC1,MAP3K4,GNAS,RB1,ASAP2,PTEN,NUP107,STK11,FUS,PTPDC1,MAML1,HRAS,CDKN2A,FAM83G,CCAR1 central_nervous_system-brainstem-glioma-astrocytoma_Grade_III central_nervous_system-brainstem-glioma-astrocytoma_Grade_III 0.0276633461608081 -3.58764698534046 114 25 0.00966370313103981 2587 17385 10194,56342,4149,51643,55234,3845,4209,672,85461,27005,9203,10036,200424,1031,23640,55038,5728,64327,55094,8407,3020,8703,1029,4363,51132 TSHZ1,PPAN,MAX,TMBIM4,SMU1,KRAS,MEF2D,BRCA1,TANC1,USP21,ZMYM3,CHAF1A,TET3,CDKN2C,HSPBP1,CDCA4,PTEN,LMBR1,GPATCH1,TAGLN2,H3F3A,B4GALT3,CDKN2A,ABCC1,RLIM thyroid-chronic_thyroiditis thyroid-chronic_thyroiditis 0.0281609384236388 -3.56981942354447 50 13 0.0050251256281407 2587 17385 2778,2261,5925,4893,8030,5728,7428,5781,6794,3845,4089,3265,1029 GNAS,FGFR3,RB1,NRAS,CCDC6,PTEN,VHL,PTPN11,STK11,KRAS,SMAD4,HRAS,CDKN2A chronic_thyroiditis chronic_thyroiditis 0.0281609384236388 -3.56981942354447 50 13 0.0050251256281407 2587 17385 2778,2261,5925,4893,8030,5728,7428,5781,6794,3845,4089,3265,1029 GNAS,FGFR3,RB1,NRAS,CCDC6,PTEN,VHL,PTPN11,STK11,KRAS,SMAD4,HRAS,CDKN2A alveolar_soft_part_sarcoma alveolar_soft_part_sarcoma 0.028362586206012 -3.5626843894445 45 12 0.00463857750289911 2587 17385 2778,2261,5925,4893,5728,7428,5781,3845,6794,3265,4089,1029 GNAS,FGFR3,RB1,NRAS,PTEN,VHL,PTPN11,KRAS,STK11,HRAS,SMAD4,CDKN2A soft_tissue-fibrous_tissue_and_uncertain_origin-alveolar_soft_part_sarcoma soft_tissue-fibrous_tissue_and_uncertain_origin-alveolar_soft_part_sarcoma 0.028362586206012 -3.5626843894445 45 12 0.00463857750289911 2587 17385 2778,2261,5925,4893,5728,7428,5781,6794,3845,4089,3265,1029 GNAS,FGFR3,RB1,NRAS,PTEN,VHL,PTPN11,STK11,KRAS,SMAD4,HRAS,CDKN2A angioimmunoblastic_T_cell_lymphoma angioimmunoblastic_T_cell_lymphoma 0.0303100639980909 -3.49627547646329 271 52 0.0201005025125628 2587 17385 1788,196528,4763,23451,84939,54148,257218,23512,6597,10664,4853,2113,57492,1105,667,3662,5925,1520,27154,10075,5728,51564,2120,5781,23047,29117,7267,596,6774,50809,4893,387,23476,1952,7128,6867,7832,4288,3845,8289,58508,84295,355,9203,2778,3716,6778,60,11200,5594,1029,56288 DNMT3A,ARID2,NF1,SF3B1,MUM1,MRPL39,SHPRH,SUZ12,SMARCA4,CTCF,NOTCH2,ETS1,ARID1B,CHD1,DST,IRF4,RB1,CTSS,BRPF3,HUWE1,PTEN,HDAC7,ETV6,PTPN11,PDS5B,BRD7,TTC3,BCL2,STAT3,HP1BP3,NRAS,RHOA,BRD4,CELSR2,TNFAIP3,TACC1,BTG2,MKI67,KRAS,ARID1A,KMT2C,PHF6,FAS,ZMYM3,GNAS,JAK1,STAT6,ACTB,CHEK2,MAPK1,CDKN2A,PARD3 skin-ear-carcinoma-squamous_cell_carcinoma skin-ear-carcinoma-squamous_cell_carcinoma 0.0303190140546118 -3.49598023672443 513 92 0.0355624275222265 2587 17385 10163,375790,64841,4763,10007,116496,84919,56954,23155,5361,9667,51728,1105,55215,29904,91752,25909,5300,5887,25976,9736,80228,2067,8910,54819,4893,7428,9631,163590,4041,58508,221656,8661,25788,79026,5830,1107,5933,148022,56926,27107,25913,1783,7705,8650,59269,55191,8502,1063,83605,9744,55143,1660,4853,8702,23042,65992,60314,2261,4723,5728,1384,5261,2956,50809,55734,55109,54505,55269,57380,84135,9452,26003,3845,79896,5339,10277,23252,23154,84930,8897,5792,2590,23264,51586,60412,3614,23523,4217,3265,2653,1029 WASF2,AGRN,GNPNAT1,NF1,GNPDA1,FAM129A,PPP1R15B,NIT2,CLCC1,PLXNA1,SAFB2,POLR3K,CHD1,FANCI,EEF2K,ZNF804A,AHCTF1,PIN1,RAD23B,TIPARP,USP34,ORAI2,ERCC1,SGCE,ZCCHC10,NRAS,VHL,NUP155,TOR1AIP2,LRP5,KMT2C,KDM1B,EIF3A,RAD54B,AHNAK,PEX5,CHD3,RBL1,TICAM1,NCLN,ZBTB11,POT1,DYNC1LI2,ZNF146,NUMB,HIVEP3,NADSYN1,PKP4,CENPF,CCM2,ACAP1,CDCA8,DHX9,NOTCH2,B4GALT4,PDXDC1,DDRGK1,C12orf10,FGFR3,NDUFV1,PTEN,CRAT,PHKG2,MSH6,HP1BP3,ZFP64,AGGF1,DHX29,PSPC1,MRS2,UTP15,ITM2A,GORASP2,KRAS,THNSL1,PLEC,UBE4B,OTUD3,NCDN,MASTL,MTMR3,PTPRF,GALNT2,ZC3H7B,MED15,EXOC4,IMPDH1,CABIN1,MAP3K5,HRAS,GCSH,CDKN2A lung-carcinoma-acinar_adenocarcinoma lung-carcinoma-acinar_adenocarcinoma 0.0306253484204754 -3.48592723318685 26 8 0.00309238500193274 2587 17385 3799,3845,2261,6794,4893,5728,27436,4089 KIF5B,KRAS,FGFR3,STK11,NRAS,PTEN,EML4,SMAD4 salivary_gland-carcinoma-salivary_duct_carcinoma salivary_gland-carcinoma-salivary_duct_carcinoma 0.0306884504933001 -3.48386890060196 17 6 0.00231928875144956 2587 17385 3845,6794,4893,5728,3265,4089 KRAS,STK11,NRAS,PTEN,HRAS,SMAD4 thymic_carcinoma thymic_carcinoma 0.0306884504933001 -3.48386890060196 17 6 0.00231928875144956 2587 17385 3845,4893,4221,5728,3265,1029 KRAS,NRAS,MEN1,PTEN,HRAS,CDKN2A salivary_gland-carcinoma-myoepithelial_carcinoma salivary_gland-carcinoma-myoepithelial_carcinoma 0.0306884504933001 -3.48386890060196 17 6 0.00231928875144956 2587 17385 3845,6794,4893,5728,3265,4089 KRAS,STK11,NRAS,PTEN,HRAS,SMAD4 central_nervous_system-temporal_lobe-glioma-astrocytoma_Grade_II central_nervous_system-temporal_lobe-glioma-astrocytoma_Grade_II 0.0306884504933001 -3.48386890060196 17 6 0.00231928875144956 2587 17385 3845,3020,10523,5728,7428,1029 KRAS,H3F3A,CHERP,PTEN,VHL,CDKN2A myoepithelial_carcinoma myoepithelial_carcinoma 0.0306884504933001 -3.48386890060196 17 6 0.00231928875144956 2587 17385 3845,6794,4893,5728,3265,4089 KRAS,STK11,NRAS,PTEN,HRAS,SMAD4 hypothalamus hypothalamus 0.0306884504933001 -3.48386890060196 17 6 0.00231928875144956 2587 17385 3845,4893,3020,3265,1029,1185 KRAS,NRAS,H3F3A,HRAS,CDKN2A,CLCN6 prostate prostate 0.0309060894132808 -3.4768020461029 14295 2161 0.835330498647082 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,ZNF720,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,ERV3-1,SMC3,C4orf3,GEMIN4,NUP85,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,FAM72D,EXOC3,C5orf30,VTI1A,RCOR3,LCLAT1,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,MEF2D,TMEM147,TANC1,MAT2A,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,PPP1R3B,GOLM1,HUWE1,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,SND1,RUFY1,TRIM65,ZER1,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,RYBP,PTPN18,MIOS,MBLAC2,CDC6,UTP3,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,STYXL1,APPL1,BBS12,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,MYO9A,BTBD10,CCNB2,USP7,GLT8D1,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,LYN,BCAP31,VAV1,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,KLHL21,PDAP1,TMX3,CDCA8,GTF3A,SLC12A9,TUBGCP2,HOMER1,WBP1L,POLR1B,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,PDCD6,ATP6V1D,L3MBTL3,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,HIPK3,IFI16,TXN,NUP188,PNISR,PRKCSH,USP39,UBE2I,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,TAF5L,CISD2,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,RRM1,ACAP1,B4GALT1,FAM136A,SUPT7L,TMEM165,NPLOC4,CNOT3,WDR48,SPAG5,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,MSH2,PIGG,FBXL7,OSTF1,MRPL40,SYTL3,FAM171A1,APOL1,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,TP53BP2,AQR,RBM12B,ILKAP,CDK12,BRD4,NARF,LRRC8A,ELP4,PKMYT1,ASB13,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,CCNK,DNAJC8,ELP5,AXIN2,CITED2,JMJD4,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,MYO1F,CBX3,TMEM127,PPP1R11,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,FAM83G,UBL3,NAT9,LYRM4,GPR132,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,LYAR,FAM89B,TRAFD1,SUGP2,EIF2A,SYVN1,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,CS,CLTB,CSTF1,POU2AF1,UBQLN4,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,C12orf75,STAT3,MYO5A,TXNL1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,CNTROB,PPP1R16B,MIS12,GSDMB,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,DDX56,EIF2S2,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,MPG,MATR3,CYB5A,NCDN,SETD3,TEX30,CNOT6,NDE1,EGLN1,ANKRD27,PPP1R37,ABCA3,SARNP,IVNS1ABP,MON1B,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,TTLL12,TPCN1,TMX1,HNRNPM,LDHB,PPP3CA,NUDT8,POLK,JTB,MTMR12,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,LY75,RGL1,PSAP,WDR76,IGBP1,FAF1,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,HARS,ESYT1,ANLN,RHEB,DPYSL3,TBC1D17,TIMM13,TONSL,NAGLU,ACTB,ZNF45,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,COPE,ZADH2,GGPS1,RPAIN,RAD23A,ATP6V0B,PDK2,STRBP,DUS4L,SAP30L,SLC39A9,CLPTM1,RPL29,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,CEP55,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,TMA7,SS18L1,CENPM,PTGES3,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,FAM126A,RPS6KC1,UBE2C,PPCS,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,POLR3K,ASAP2,SNUPN,CNPY4,PLCL2,TFG,SEH1L,ATG9A,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,HSPH1,LIME1,MAPRE1,CHTF18,KIF23,SLC35B1,NOTCH2,PMF1,FKBP1A,NDUFAF6,SLC31A1,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,DDX28,ZNF84,FAM133B,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,QARS,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,CAST,SUZ12,RPS6KA1,RAC1,GPR89A,OLA1,GNB2,FLAD1,APLP2,KDM2A,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,GAR1,POLG2,DHX57,NSA2,HSPA4,JAK1,TBL3,SEL1L,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,PKP4,BABAM1,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,UBE2M,ZFP64,DENND4C,RPL8,ILF3,LRRC1,RHOT1,MARK2,ECH1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,HNRNPH3,TFDP1,STX18,KHSRP,ASNA1,CPEB2,SSSCA1,VPS29,BYSL,S100PBP,MIB2,NOP2,UBN1,DCAF15,NF1,ALKBH5,MOGS,UBE2Z,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,KIFAP3,BCL2,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,MBD1,WASF2,MMACHC,TOMM20,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,CCDC50,AKAP8,PARL,RPN2,CHTOP,F2R,FAM3A,SCYL3,ABI1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BUD13,NDUFB1,PEF1,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,CDS2,EYA1,CDK2AP2,MRPS26,KLF13,RGS1,HDDC2,MAN1A1,FBXO5,GART,TANK,PELO,BRD7,MRPL11,SAMD4B,ZDHHC18,WDR81,MEN1,ZNF407,MFN2,ZRANB2,SRSF3,MBD6,IDH3B,TATDN1,TSC2,LACTB2,ZNF275,ANKRD39,CDKN2C,USF1,NAPG,AP1M1,MECR,UPRT,CRY2,ECD,RNF26,TIPARP,RHBDD2,MGAT5,BAK1,RHOBTB3,ZNF559,GABPA,WBP1,ARF4,KRIT1,AHNAK,RAD18,RNASEL,CHPF2,OAZ1,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,HAUS2,COPB2,CD59,TFAP4,RIMS3,MEGF8,EFTUD2,MRPL21,LUC7L2,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,GLRX3,REPS1,CBWD5,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,CPNE1,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,RNF38,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,IFT27,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,ITGB8,ARF5,ARHGEF1,FBXL19,GTF2H2,UTP20,MAGT1,GPS2,CD81,TMEM131,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,SLC44A1,MTPN,ASB6,PLK1,CELSR2,SEPT9,RBX1,APH1A,ZBED5,CKAP2L,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,AGPAT2,CHD3,ZNF367,PRPF4,KPNA2,BEND6,CLN3,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,NMT2,IRF5,HAUS8,MBIP,ZDHHC7,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,TM9SF3,ZFYVE21,RRAGC,ZNF121,OIP5,NRF1,WDR44,PPME1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,CTSS,ORC3,RNLS,YTHDC1,ACP2,CSRP1,METTL5,TUFM,RANGAP1,PNPLA8,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,GXYLT1,LUZP1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,ZNF200,SLC26A2,SRP72,KLF10,LACTB,CBFB,RFC2,RAB2B,PRIM1,LUC7L3,MAP4,MRPL27,PTPDC1,NMD3,CCDC59,PTOV1,DNAJC5,SCOC,POLR2K,ANKH,PRKAA1,VAV2,C16orf87,TATDN3,DLGAP4,PXMP2,PSEN1,ZNF79,PDXDC1,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,CYC1,SOCS5,FDFT1,PIGT,EMB,ZNF574,EXOSC9,ARID1A,PTTG1IP,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,PI4K2A,CAT,DERL1,HSPBP1,MTHFD2,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,RAB11B,SLC39A13,POMP,BCL2L1,NUDT19,DECR1,RALB,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,RNASEH2A,ANKLE2,CDC123,OAF,VDAC2,ERC1,ANKZF1,RAD51C,ZNF282,DSN1,HINT1,DGCR8,SAFB,RWDD4,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,B4GALT5,SLC41A1,FAM76A,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,FUT8,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,RFXANK,FBXO9,GUF1,ZHX1,OAZ2,NDUFS5,WDR91,HIGD2A,POLA2,ZNF76,MTX3,COPA,UQCR10,PHRF1,HMGXB3,ABCB10,DST,RAB35,SIVA1,GPATCH1,TCEA1,DRAM2,DEAF1,SNRNP200,LAP3,NCK1,VHL,SREK1,ARHGDIB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,STK11,CLU,CHEK2,ZSWIM3,TSTD2,MRPL13,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,NACA,UBXN1,C19orf25,PCSK7,EPN1,THRAP3,QSOX2,TTF1,NUP205,PRPF18,CHKA,DTL,MED10,ZRANB1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,VKORC1,SLTM,EVC2,SLC16A1,EHD4,CHMP2A,CORO7,FEZ2,UCK2,PMS2,UCK1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,FAM72B,PON2,HNRNPR,STAT6,HPS5,MAPK1,BRD9,PDF,TMEM33,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,MYO9B,GFM2,SPPL2A,FASTKD3,FGFR3,MZT2A,PPIG,H2AFY,ATG13,ERI3,FBL,SLC35A1,FRMD8,MICAL3,TGFB1,TIMMDC1,HELB,PSPC1,SCFD2,NDRG3,CDK11A,MEGF9,ACAT1,CENPT,PLOD3,RAB3IL1,ZSWIM6,RAB14,ADD1,KDM4A,MRPS15,XIAP,DHX8,GLUD1,ANKRD23,PABPC4,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,PLK3,MCL1,PPFIA3,SMC2,ICMT,SLC50A1,STOML2,ZNF689,LIMK1,PRDX5,ATE1,MLYCD,ST3GAL2,ATP6V0C,FBXL3,E2F2,AAAS,PFKP,DDX42,SSRP1,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,UBE2QL1,ETV3,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,SLAIN1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,STAM,ANKIB1,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,NUP107,ANKRD13C,MAVS,CEP63,TMEM136,ATF2,RBM15,DCTN1,SHOC2,PSRC1,MAP4K4,ATP6V0A1,NUSAP1,NDUFA7,DNAJA1,TAF2,C19orf54,SEC61A1,RPLP1,WDR7,CBLN2,FUS,LRP8,COIL,LRCH1,GALK1,ZNF786,SESTD1,TRAK1,AKT1S1,KRI1,FBXO3,GATC,NDUFB4,PPP1R8,PRDM4,GTSE1,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,RPA1,ZNF180,ZNF862,KEAP1,POLE,TATDN2,CAPN7,LRPPRC,PML,USF2,ANAPC4,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,SEC16A,SSR1,LIN9,PCNA,TRMU,ETV6,PIK3R2,PPCDC,TXLNA,MYBL1,CCAR1,MRPL32,ABCC5,BAZ2A,PBXIP1,TLK1,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SOCS4,QRSL1,PIEZO1,GLCCI1,NUDT11,NAA60,GEMIN7,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,RB1,VASP,MED8,VMP1,PPIL2,TIMELESS,AHDC1,ALDH18A1,TMEM8A,ABCC1,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,ARPC1A,ZNF174,PSMC4,GOLGA4,SYNCRIP,PALB2,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,SUMO2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,MINPP1,METTL9,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,ZNF700,SCAP,PLEKHG4B,TIMM17A,LTA4H,USP53,INTS2,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,CSNK1A1,AP3S1,PTPN2,IRF4,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,CDKN2AIPNL,FBXO41,KPNA4,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,ZNF496,TAP1,YTHDF3,NHLRC3,IKBIP,ELMOD2,KIFC1,DBNDD1,PARPBP,CDC25B,DNMT1,NOL12,ORAI2,USO1,AKT2,NOL8,GNG7,AURKB,SLC25A5,ZFAND5,STT3A,TMED10,EIF2D,ITGB1,PTPN7,UQCRH,ARRB2,RTN3,ZNF598,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,TERF2,MORC3,KCTD20,SEPT8,DCTD,PKM,PATL1,ADSS,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,PPP6R3,MAP3K5,PPP6R2,YY1,CDK2,RNF14,ZC3HAV1,SYS1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PAIP2,PHC2,CRKL,TERF2IP,MOAP1,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CDKN2AIP,CCT2,MKLN1,LYRM1,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,C1orf112,TCF3,MRI1,BRAP,AGPAT3,MYNN,SDF2L1,SPR,RAB11A,REEP5,FOXO3,MAD2L2,RBM17,MAT2B,PTEN,CENPJ,TAGLN2,OSTC,CREB1,NCOA2,PACS2,SMC4,NEK7,NET1,PARP4,TBRG4,ANAPC2,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,ST13,TMEM184B,DNAJC24,ZNF107,SLC29A1,KIF2C,AGFG1,SIRT2,USP48,SNRPD3,UBQLN2,CUTC,EDC3,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,JOSD1,NDUFB9,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,MED13L,TIA1,MEF2A,EPHX2,RHBDD1,NFATC3,BANF1,BUD31,ZNF335,YBX1,KNTC1,UBE3C,ACAD8,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,SEPT7,NAP1L1,EXOC4,NUP62,PITPNA,KIAA1328,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,IMMT,ASH1L,CHERP,WDYHV1,IRF3,PAIP1,ANKRD28,FARSA,ANKLE1,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,RAD54B,TMEM41A,DAP3,ZNF317,AKNA,CBX4,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,CTNNBL1,YIF1B,TTC17,GINS1,CSNK1G2,TELO2,HMGN1,ADAM17,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,PLAA,ATAD2,ZNF330,OSBPL8,KBTBD7,PREPL haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-Langerhans_cell_histiocytosis haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-Langerhans_cell_histiocytosis 0.0311460696369895 -3.469067217087 61 15 0.00579822187862389 2587 17385 2778,2261,5925,2130,4893,5728,7428,5781,535,6794,3845,3265,4089,84549,1029 GNAS,FGFR3,RB1,EWSR1,NRAS,PTEN,VHL,PTPN11,ATP6V0A1,STK11,KRAS,HRAS,SMAD4,MAK16,CDKN2A Langerhans_cell_histiocytosis Langerhans_cell_histiocytosis 0.0311460696369895 -3.469067217087 61 15 0.00579822187862389 2587 17385 2778,2261,5925,2130,4893,5728,7428,5781,535,6794,3845,3265,4089,84549,1029 GNAS,FGFR3,RB1,EWSR1,NRAS,PTEN,VHL,PTPN11,ATP6V0A1,STK11,KRAS,HRAS,SMAD4,MAK16,CDKN2A large_cell_carcinoma large_cell_carcinoma 0.0312274316972989 -3.46645834938787 862 148 0.0572091225357557 2587 17385 4149,1457,1432,29904,1031,1020,27,23225,25926,10783,606495,26173,3572,60490,10342,6733,988,5347,1263,8910,4893,208,7428,55872,987,9874,9212,9262,4216,79026,1107,3984,6794,6041,11200,9777,51035,5562,7204,3831,8621,203054,440275,5925,9731,471,1612,54882,9114,5261,1456,10147,23168,8491,27102,3845,5339,8289,5605,1613,84930,2778,2803,29095,5859,55198,5476,4217,1017,57107,29959,11222,1029,11336,1788,112858,196528,5894,23512,6195,23451,22974,6597,347734,5566,4067,11344,7812,1666,23683,5164,9928,26015,57117,51755,57147,23476,57120,9448,9088,84811,10155,27436,55751,3716,1198,10922,28996,11329,6400,5594,4089,8899,55161,51018,57410,6929,4650,1452,23509,55681,168374,3799,2261,4710,5728,10075,818,5170,1455,55734,7128,259266,140609,29081,3939,2011,8189,5595,9817,8030,5597,528,8985,57178,26750,3265,10114 MAX,CSNK2A1,MAPK14,EEF2K,CDKN2C,CDK5,ABL2,NUP210,NOL11,NEK6,CYB5RL,INTS1,IL6ST,PPCDC,TFG,SRPK2,CDC5L,PLK1,PLK3,SGCE,NRAS,AKT2,VHL,PBK,LRBA,TLK1,AURKB,STK17B,MAP3K4,AHNAK,CHD3,LIMK1,STK11,RNASEL,CHEK2,TM9SF4,UBXN1,PRKAA1,TRIO,KLC1,CDK13,ADCK5,EIF2AK4,RB1,CEP104,ATIC,DAPK1,ANKHD1,ATP6V0D1,PHKG2,CSNK1G3,SUGP2,RTF1,MAP4K3,EIF2AK1,KRAS,PLEC,ARID1A,MAP2K2,DAPK3,MASTL,GNAS,GOLGA4,ORMDL2,QARS,APPL2,CTSA,MAP3K5,CDK2,PDSS2,NRBP1,MRPL3,CDKN2A,EXOC3,DNMT3A,TP53RK,ARID2,RAF1,SUZ12,RPS6KA1,SF3B1,TPX2,SMARCA4,SLC35B2,PRKACA,LYN,TWF2,CSDE1,DECR1,PRKD3,PDK2,KIF14,RPAP1,INTS12,CDK12,SCYL3,BRD4,GOPC,MAP4K4,PKMYT1,BUD13,TRIM28,EML4,TMEM184C,JAK1,CLK3,FASTK,HIPK2,STK38,SEL1L,MAPK1,SMAD4,PRPF4B,TMEM33,RRP15,SCYL1,TCF3,MYO9B,CSNK1A1,POFUT1,SCYL2,ZNF92,KIF5B,FGFR3,NDUFB4,PTEN,HUWE1,CAMK2G,PDPK1,CSNK1G2,ZFP64,TNFAIP3,ASPM,NEK7,METTL5,LDHA,MARK2,SYMPK,MAPK3,KEAP1,CCDC6,MAPK6,ATP6V1C1,PLOD3,ZMIZ1,RPS6KC1,HRAS,HIPK3 lung-carcinoma-large_cell_carcinoma lung-carcinoma-large_cell_carcinoma 0.0312274316972989 -3.46645834938787 862 148 0.0572091225357557 2587 17385 4149,1457,1432,29904,1031,1020,27,23225,25926,10783,606495,26173,3572,60490,10342,6733,988,5347,1263,8910,4893,208,7428,55872,987,9874,9212,9262,4216,79026,1107,3984,6794,6041,11200,9777,51035,5562,7204,3831,8621,203054,440275,5925,9731,471,1612,54882,9114,5261,1456,10147,23168,8491,27102,3845,5339,8289,5605,1613,84930,2778,2803,29095,5859,55198,5476,4217,1017,57107,29959,11222,1029,11336,1788,112858,196528,5894,23512,6195,23451,22974,6597,347734,5566,4067,11344,7812,1666,23683,5164,9928,26015,57117,51755,57147,23476,57120,9448,9088,84811,10155,27436,55751,3716,1198,10922,28996,11329,6400,5594,4089,8899,55161,51018,57410,6929,4650,1452,23509,55681,168374,3799,2261,4710,5728,10075,818,5170,1455,55734,7128,259266,140609,29081,3939,2011,8189,5595,9817,8030,5597,528,8985,57178,26750,3265,10114 MAX,CSNK2A1,MAPK14,EEF2K,CDKN2C,CDK5,ABL2,NUP210,NOL11,NEK6,CYB5RL,INTS1,IL6ST,PPCDC,TFG,SRPK2,CDC5L,PLK1,PLK3,SGCE,NRAS,AKT2,VHL,PBK,LRBA,TLK1,AURKB,STK17B,MAP3K4,AHNAK,CHD3,LIMK1,STK11,RNASEL,CHEK2,TM9SF4,UBXN1,PRKAA1,TRIO,KLC1,CDK13,ADCK5,EIF2AK4,RB1,CEP104,ATIC,DAPK1,ANKHD1,ATP6V0D1,PHKG2,CSNK1G3,SUGP2,RTF1,MAP4K3,EIF2AK1,KRAS,PLEC,ARID1A,MAP2K2,DAPK3,MASTL,GNAS,GOLGA4,ORMDL2,QARS,APPL2,CTSA,MAP3K5,CDK2,PDSS2,NRBP1,MRPL3,CDKN2A,EXOC3,DNMT3A,TP53RK,ARID2,RAF1,SUZ12,RPS6KA1,SF3B1,TPX2,SMARCA4,SLC35B2,PRKACA,LYN,TWF2,CSDE1,DECR1,PRKD3,PDK2,KIF14,RPAP1,INTS12,CDK12,SCYL3,BRD4,GOPC,MAP4K4,PKMYT1,BUD13,TRIM28,EML4,TMEM184C,JAK1,CLK3,FASTK,HIPK2,STK38,SEL1L,MAPK1,SMAD4,PRPF4B,TMEM33,RRP15,SCYL1,TCF3,MYO9B,CSNK1A1,POFUT1,SCYL2,ZNF92,KIF5B,FGFR3,NDUFB4,PTEN,HUWE1,CAMK2G,PDPK1,CSNK1G2,ZFP64,TNFAIP3,ASPM,NEK7,METTL5,LDHA,MARK2,SYMPK,MAPK3,KEAP1,CCDC6,MAPK6,ATP6V1C1,PLOD3,ZMIZ1,RPS6KC1,HRAS,HIPK3 lung-carcinoma-small_cell_carcinoma lung-carcinoma-small_cell_carcinoma 0.0327342576622053 -3.4193331145356 10147 1553 0.600309238500193 2587 17385 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ZBTB10,TSC2,ABCC10,LACTB2,CCNL2,RBM4,ZNF275,FBXO22,EEF2K,CDKN2C,USF1,RAD23B,ATP13A3,AP1M1,DNM2,UPRT,CRY2,RNF26,TIPARP,MGAT5,USP34,BAK1,CCDC57,ERCC1,ZNF559,RHOBTB3,NRAS,GABPA,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,ARF4,KRIT1,AHNAK,SMAD2,MID1IP1,RAD18,OGT,RNASEL,SMAD1,SMNDC1,PDCD4,SLC25A33,NXT2,HIVEP3,CLSPN,KIAA0100,SEC61G,RHOC,MUM1,TRIO,DHX9,RAB23,EIF2AK4,PDCD7,APH1B,CDC73,ATG4A,TMEM179B,TFAP4,ERV3-1,PDXP,C4orf3,RNFT1,RIMS3,MEGF8,FBXO7,EFTUD2,GEMIN4,MRPL21,MVP,NUP85,PABPC1,PHKG2,LUC7L2,SRSF11,AGGF1,FOXK1,RBM42,GTPBP4,ITM2A,USP10,BCLAF1,ELK1,EIF4H,MAGED2,KPNA1,TXNDC16,ETS2,WIPI2,MRPL3,ALS2,EXOC3,RHOG,KARS,TRIM41,PTTG1,ANK3,C5orf30,TPX2,LCLAT1,RCOR3,REPS1,RBM23,FBXL6,ZNF420,AHCTF1,MTA1,UBA5,GMEB1,NSFL1C,CLCN6,INTS12,ZC3H3,RPRD1B,ARL5A,CGGBP1,SNX8,ERMP1,GOPC,IDH3A,CRNKL1,CIRBP,E2F3,PFKFB3,GORAB,MEF2D,TANC1,RAB1A,GIGYF1,TMEM184C,KIF2A,PPP2CA,LSM6,CORO1C,NSMCE2,CAMKMT,RNF38,CENPBD1,PPP5C,USP13,ZNF445,SRSF6,CCM2,FLOT1,BTN3A1,ATG2B,IP6K2,WDR5,PMVK,IFT27,SLC25A43,NEIL2,PPP1R3B,RPA2,PSMD2,PDCD10,CLIC4,ITGB8,HUWE1,ARF5,ARHGEF1,ANXA5,LTN1,UBE3B,NAP1L4,ST8SIA2,FBXL19,GTF2H2,SPTAN1,STAU1,DDX24,TACC1,MRS2,LDHA,HEBP2,RAB3IP,PICALM,UTP20,MAGT1,FAM3C,DBI,AEN,CD81,PARP10,YWHAH,TMEM131,WDR13,TRIM11,FAM129A,SNX15,RUFY1,TRIM65,FANCI,PAPOLA,ZER1,PRNP,FANCL,RAB8A,NUP210,NT5DC1,INTS1,IL6ST,SLC44A1,MTPN,ASB6,TACC3,VPS13B,PLK1,PTPN18,SEPT9,CELSR2,RBX1,APH1A,SNRPB,RAD51AP1,CKAP2L,CDC6,UBE2V1,UTP3,PBRM1,USP21,TRIM4,FBXO28,CHD3,E2F4,BCL7C,ADAM9,KPNA2,DVL1,CLN3,FAM208A,NGLY1,POT1,NUMB,CCDC137,FUBP1,RMND5A,PARP12,HJURP,FAM53C,DNAJB2,CENPF,NKD2,LAMTOR3,COX4I1,ADCK5,CDK13,RAB6A,DNAJB1,NCKAP1,ARID1B,TNS3,C1GALT1,CCP110,KIF13B,MBD2,ZNF746,XPA,ARL6IP1,CTR9,RBM3,GLE1,LRSAM1,HDHD2,ABHD2,DCAF8,NSDHL,ACSL3,LDB1,CAMSAP1,MAP4K3,METTL22,ICAM2,ARMC8,STYXL1,IRF5,NMT2,HAUS8,RXRB,SDHB,MBIP,PCM1,GALNT2,TMEM168,ORMDL2,COX7A2L,NLRC5,ZDHHC7,SIL1,RUVBL2,BTBD10,MYO9A,CCNB2,UNC13C,USP7,SART1,TRAF7,ARID2,TMX4,TOR1AIP1,LAGE3,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,MRPL50,NRF1,PSMA6,ZNF473,BRPF3,WDR44,PIN1,TARDBP,CABLES2,TOP1MT,STRAP,SPSB3,PRPF19,SNX25,KDM3B,ARHGAP17,CLCN3,BIRC3,RAB7A,NUP155,DCLRE1C,CHMP2B,EIF3H,RHBDF2,IDE,DHX16,RBL1,STK38,UBXN2B,FASTK,UHRF2,AP1S1,XRCC3,H3F3A,SLC22A23,SMAD4,RAD51D,PARD3,BCL2L12,SLC30A9,NADSYN1,MCM10,KLHL21,HMGN3,ARF1,NCAPG,SCYL2,TUBGCP2,DNAJB9,FZD6,HERC3,HOMER1,CTSS,POLR1B,ORC3,RNF5,RNLS,PPAN,RHOA,HMGN5,BTAF1,ABCF2,TUFM,TOP3A,ARHGEF12,PCGF1,ZFR,DDX23,RAB18,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,BBX,E2F1,USP20,IMPDH1,RBPJ,NR2F2,PGAM1,HIPK3,NUP188,MAX,PNISR,PDCD6IP,GXYLT1,LUZP1,PRKCSH,ADAM10,TSC22D3,CXXC1,AP3M2,USP39,CUL1,GYG1,UBE2I,PARK7,MYEF2,SLC25A37,ASPHD2,ANKRD26,PA2G4,NOL11,RAB4A,SUCLG2,SMARCE1,CDC5L,SRP72,OSBP2,KLF10,NSUN2,LACTB,USP22,RFC2,CBFB,RAB2B,EIF3A,ZMYM3,IWS1,DOT1L,MAP3K4,ANKRD10,HHEX,WAS,KIF18B,TPP2,LUC7L3,C1orf109,BTF3,PTPDC1,ZMAT3,NMD3,B4GALT2,PTOV1,PRPF38B,RECQL,C9orf78,COX5B,DNAJC5,EWSR1,GSPT2,PRKAA1,VAV2,ANKH,RRM1,DLGAP4,B4GALT1,CYCS,PRPF39,SUPT7L,PSEN1,ZNF79,CNOT3,YY1AP1,SPAG5,C12orf10,FAM192A,RPN1,CEP104,LHX8,KLHL5,ZNRF2,LRRC8D,PPP4R1,MSH2,DAPK1,FBXL7,CYC1,FAM171A1,SYTL3,APOL1,FDFT1,SOCS5,GCC2,PIGT,PRIM2,ELL2,EMB,RDH10,ZNF574,MFNG,C1orf35,GORASP2,ARID1A,ADRB2,MAP2K2,CCT8,MTR,TWISTNB,PHF6,AKAP1,PI4K2A,HMGN2,XRCC5,DERL1,CAT,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,FAM83D,USP32,ARAP1,CEBPG,CABIN1,SMPD4,GPI,CDKN2A,CYTIP,TP53RK,ATXN3,REPS2,RAB11B,RAF1,KIAA0232,BCL2L1,EPM2A,NUDT19,DECR1,CCNA2,SIAH1,RALB,MTMR4,LPIN2,ADCY9,SOCS6,MRPS27,TTC3,TP53BP2,RNASEH2A,AQR,ILKAP,CDK12,SAP30,ANKLE2,BRD4,CDC123,DRAP1,NARF,LRRC8A,ELP4,PKMYT1,ASB13,ERC1,EML4,TRIM28,SUPT16H,RAD51C,CHMP4A,HINT1,DDOST,DGCR8,SAFB,LMBR1,FTSJ1,RWDD4,NCLN,BEND3,XRCC4,EYA2,DYNC1LI2,ADAM23,PRPF4B,NDUFS1,DEPDC1,SLC41A1,MECP2,MANBA,TKT,CBLL1,SECISBP2,POFUT1,HMG20A,HEATR5B,WWP2,JAKMIP1,EBP,RFWD3,AXIN2,PTPN11,MRPL54,MSH6,JMJD4,KAT2A,LONRF3,TMEM126B,RFXANK,RABIF,ADSL,FBXO9,PACS1,BMS1,KCNQ1,ARSK,KIF11,KLF6,MACF1,FADD,MYO1F,CBX3,INF2,ZHX1,PPP1R11,DDX5,DUSP11,WDR62,WDR91,TAF6,ESPL1,DDB1,DEF6,GPR89B,IPO4,FAM83G,POLA2,RORB,PIGM,ZNF76,MTX3,COPA,PTP4A3,UBE2Q1,ABCB10,MRPL19,SF3B2,DST,CDC42,RAB35,JAZF1,GPATCH1,TCEA1,SLC35C2,SRPK2,WDR41,LARS,DEAF1,SNRNP200,CCDC138,NCK1,LAP3,VHL,LRBA,PITPNB,KMT2C,PRPSAP1,ASF1B,MAN2A2,BRWD1,PPM1G,SH3GLB2,MIA2,ACBD4,CAB39,BAZ1B,STK11,CHEK2,CLU,ZSWIM3,MRPL13,CHPT1,DCAF5,UBE2D3,PPP1R2,PPP1R12A,ZCCHC8,NACA,UBXN1,PCSK7,THRAP3,RGS2,PRPF18,NUP205,ZRANB1,MCPH1,SLC12A2,CSNK1G3,TRAFD1,GBA,SYVN1,VKORC1,SLTM,DAPK3,ARHGAP15,EVC2,MASTL,UAP1,KLHL15,NFIL3,SIAH2,FN3KRP,SLC16A1,YWHAZ,EHD4,TOB1,TSEN15,N4BP2L2,ADNP2,TCF12,SNX27,PRKAB1,CORO7,MDH2,PMS2,SMARCA4,ORC1,CLCC1,EXT2,MXD1,USP5,IARS,KIF14,PPP6C,CS,CLTB,DNAL4,EBAG9,CSTF1,POU2AF1,RNF25,METTL2A,PCGF6,ATXN1,GLO1,OGDH,BICD2,TOLLIP,FANCE,PDHX,DUS3L,HNRNPR,HPS5,STAT6,ANP32E,FKBP5,CCDC125,BRD9,MAPK1,ABCA1,TMEM33,DNAJC2,TRIP12,SHPRH,RAE1,SCYL1,NUP54,VPS45,CHIC2,PAWR,MXD4,MYO9B,DCUN1D4,PIP4K2A,GFM2,XPR1,KIF5B,FASTKD3,FGFR3,PPIG,RRBP1,H2AFY,ARHGEF2,ATG13,LDLRAD3,ERI3,STAT3,FRMD8,AMPD2,TGFB1,B3GALT6,DCAF6,FAM49B,PSPC1,HELB,MIER1,ATP2C1,SCFD2,RFFL,COG1,RCOR1,NDRG3,TFEB,MTMR3,UPF1,ELMO1,ZC3H7B,DTX4,CENPT,ZMIZ1,PLOD3,TERF1,HRAS,RAB3IL1,RAB14,FGFR1OP,ADD1,MRPS15,KDM4A,PIGQ,XIAP,AGPAT1,DHX8,GLUD1,CNTROB,PPP1R16B,MIS12,PABPC4,CDK5,PSMD1,NEK6,RABGAP1L,SRSF4,PDS5B,NUP153,SENP1,PCBP2,MLST8,PLK3,PLEKHM3,TOPORS,MCL1,SMC2,PPFIA3,ICMT,TRIM47,PWWP2B,WDR11,AXIN1,LIMK1,ZNF689,ATE1,FBXL3,TFDP2,E2F2,PFKP,DDX42,SSRP1,CERK,TOP2B,SLC4A2,EZH1,ZNRF3,ITGB5,LMNA,MCTS1,RAVER2,DDX56,SLC38A5,INPP5A,INTS7,MCM5,PHF14,ZNF326,FOXN2,ETV3,RB1CC1,TSPYL4,C16orf72,PRRC2A,ZMYND11,DHX29,MAN1B1,TEX10,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,RHOB,LRRC14B,PTPRF,DTWD1,OSBPL11,DUSP3,SLAIN1,MDH1,CNOT6,NDE1,HEXA,RNF139,SNX14,EGLN1,ZNF207,ZNF296,ABCA3,TRERF1,UBR2,CHD1L,WDTC1,TMEM97,MYH9,NUF2,NIPA2,PRKACA,TCF19,APP,ANKIB1,KTN1,RAB21,PRKD3,SP100,UTP18,DUT,ZCCHC2,NUP107,ANKRD13C,ANAPC7,RNF19A,CEP63,RBM15,ATF2,GCC1,ADCY7,SHOC2,MAP4K4,RNPS1,ATP6V0A1,DNAJA1,TAZ,FKBP3,DDX17,GPR137,TAF2,CDC16,HIPK2,WDR7,CBLN2,MBOAT1,TICAM1,FUS,PDXK,ZBTB11,GEN1,LRP8,LRCH1,GALK1,SESTD1,SIKE1,GMCL1,JMJD6,UBE4A,ETS1,IL21R,ZNF92,KRI1,FBXO3,CAPN2,ERH,SUV39H2,NDUFB4,PPP1R8,GEMIN6,TPCN1,IMPA2,HNRNPM,LDHB,PDPK1,PPP3CA,TK1,TNFAIP3,POLK,GALC,ZNF512,MTMR12,PDE3B,DDX39A,RPA1,ZNF180,KIF18A,KEAP1,POLE,CCDC6,WNT5B,TATDN2,PITX1,MAPK6,CAPN7,LRPPRC,PML,LY75,HMGB2,RGL1,PSAP,WDR76,IGBP1,ANAPC4,FAF1,SNAPIN,COX15,DDX47,AGRN,THOC1,PPP1R15B,MCCC1,CSNK2A1,EBNA1BP2,S1PR2,SEC16A,GIT2,BIRC2,SSR1,LIN9,ABL2,PCNA,ZNF639,PIK3R2,ETV6,XRCC2,MYBL1,MRPL32,CCAR1,CDC37,PTPRK,SP3,BAZ2A,TLK1,GMFB,LNX2,LRP5,BRCA1,ANLN,PRKRA,STX16,RAB5B,RHEB,OPTN,TONSL,NRM,SOCS4,QRSL1,ACTB,GLCCI1,NUDT11,GEMIN7,RACGAP1,PPP3CB,DOCK11,RLF,CRLF3,RAPGEF6,LRRC14,RB1,NUS1,VASP,MED8,VMP1,PPIL2,SLC27A4,AFF1,AHDC1,MAML1,TMEM8A,ABCC1,PREB,CYTH1,TRAPPC9,AACS,RTF1,EIF2AK1,KRAS,UBE4B,ARPC1A,ZNF174,GOLGA4,PALB2,SYNCRIP,CDC27,PRPS2,PRMT7,NIPA1,CYLD,FOXM1,XAB2,SUMO2,DUSP22,COMMD8,RPL11,RAD23A,CSDE1,PDK2,MDM2,STRBP,PDCD2,CORO1A,MINPP1,METTL9,SAP30L,DVL2,POC5,PSMA8,BTG2,CYP20A1,SLC26A6,DNAJC9,MTMR6,NFATC2,PRPF3,ARL5B,RPSA,USP36,SRSF1,MRPL2,DNAJC10,ATP1A1,PLEKHG4B,CLK3,ZNF700,PSMD3,MAFK,CEP55,DNAJC17,NCOA1,LTA4H,USP53,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,INTS2,CTDP1,GOLIM4,SMAP1,RRP15,GNE,CDT1,ARID5A,SMC6,NKRF,CSNK1A1,TFRC,PTPN2,IRF4,ABCD1,SS18L1,DDX31,CAMK2G,RPAP3,CNTN5,MLEC,SNX2,ZNF202,PPWD1,FAM50B,CHCHD6,NEU1,KPNA4,FBXO41,BIRC5,TFE3,GLG1,PGRMC1,FAM126A,RPS6KC1,UBE2C,ZNF496,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,IKBIP,SLC20A1,ASAP2,CDC25B,TFG,PLCL2,DNMT1,SEH1L,ORAI2,AKT2,PBK,NOL8,GNG7,MKI67,DDX20,AMDHD2,AURKB,GALNT7,SLC17A5,CCNF,SLC25A5,ZFAND5,RBM47,STT3A,PTER,WDR4,EIF2D,ITGB1,PTPN7,RRS1,TRAF5,ARRB2,ZNF598,HDAC2,DDX58,WSB2,PPIB,MUT,CHTF18,KIF23,NOTCH2,MAN2B1,METTL3,JMY,CFLAR,NDUFS4,FKBP1A,RNF121,MEX3C,SNX18,HDAC7,ATIC,CTPS1,PCYT2,PIKFYVE,RNF135,GNAI2,ANKHD1,EEF1D,TERF2,MORC3,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,KCTD20,DCTD,PLEC,RIT1,KDM3A,FAS,ADSS,EPRS,ZNF777,TMEM54,ZFP92,QARS,ERGIC3,ACLY,PPP3R1,LPCAT4,VCPIP1,YY1,PPP6R3,PPP6R2,MAP3K5,RNF14,CDK2,CABLES1,NRBP1,ZC3HAV1,DNMT3A,TRIP10,ZBTB37,URB2,SUZ12,RPS6KA1,SF3B1,MAGED1,RAC1,OLA1,ADPGK,AP1B1,SDHA,GNB2,PHC2,FLAD1,CRKL,TERF2IP,APLP2,ZNF75D,SHC1,KDM2A,UCHL5,TNPO2,CDKN1B,CCT2,MAPRE2,RFC3,ATP13A1,MKLN1,HMGN4,ERF,CUL3,KIAA1586,GALK2,CDC23,GAR1,POLG2,DHX57,HSPA4,JAK1,PPP2R5A,MRPL55,ACYP1,TBL3,H2AFX,SEL1L,STAT1,KLHDC4,TRIM32,B4GALT3,PDCD11,RHEBL1,POLQ,OTUD5,NCOR2,SCAMP3,C1orf112,TCF3,BRAP,BLM,FOXO3,RAB11A,MAD2L2,TMCC3,GTF2F1,PIP5K1C,MAT2B,PTEN,CRAT,AHSA1,CENPJ,PRC1,UPF2,COPS7B,CNOT6L,CREB1,UBE2M,NCOA2,SMC4,TSHZ1,NET1,NEK7,DENND1B,DENND4C,ILF3,PARP4,TBRG4,ANAPC2,RHOT1,MARK2,TSR2,PRDX1,PLD3,FBXO21,GNA12,PFDN4,TTLL4,PRDX3,SLC38A7,MFAP1,TFDP1,KHSRP,BRWD3,ESYT2,MIB2,IER2,UBE2E2,SKA3,PLXNC1,ST13,DCAF15,NF1,FLYWCH2,ZNF107,AGFG1,SIRT2,KIF2C,FKBP2,USP48,UBQLN2,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,UBLCP1,ZNF804A,RAP1A,EIF4A3,THADA,PPP1R12C,SRI,KIF22,JOSD1,RP2,OGG1,ARID4A,TRIM14,COPS8,FYTTD1,TRIM8,SLC16A7,RRM2,WDR82,SLC25A22,SOX4,STK17B,UBTF,CXXC4,PAF1,GEMIN5,UEVLD,PQBP1,ATXN2L,IARS2,GALNT10,COPS6,STARD3NL,SLC12A7,PIGN,TM9SF4,CIB1,MED13L,TIA1,MEF2A,XPO7,EPHX2,RHBDD1,NFATC3,ZNF449,ZNF335,KIFAP3,BCL2,KNTC1,UBE3C,N4BP2,ALDH9A1,ZNF189,TSTA3,CIC,OXR1,SEPT7,CAND1,GNAS,TSC1,RBM25,ODF2,EXOC4,PITPNA,NUP62,NANP,RBBP4,MZT2B,PTDSS1,C7orf26,SMARCD1,WASF2,MBD1,TMEM106C,ASH1L,GNPNAT1,WDYHV1,HNRNPUL2,PLAGL2,TWF2,CHD1,CCDC50,SAR1A,AKAP8,APOOL,CHTOP,FAM3A,PDIA6,SCYL3,ABI1,MOSPD1,RLIM,ZNF500,NLN,WIPF1,TOR1AIP2,PEF1,BTBD1,RAD54B,DAP3,TMEM41A,TAB2,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,AKNA,SMURF1,TSPAN5,PPP2R2D,CBX4,KIF3B,CDS2,MAGEH1,SH2D3A,CASP6,EYA1,TOR3A,DBF4,LETMD1,RGS1,HDDC2,MAN1A1,FBXO5,GART,CTNNBL1,TANK,BRD7,YIF1B,TTC17,MRPL11,GINS1,TELO2,CSNK1G2,ADAM17,HMGN1,NASP,ASPM,PRKAR1B,WDR81,MEN1,ZNF407,SYMPK,MFN2,MAPK3,ATAD2,ZNF330,COX8A,KBTBD7,ZRANB2,SRSF3,MBD6,TATDN1,PREPL,IDH3B pancreas-ampulla_of_Vater-carcinoma pancreas-ampulla_of_Vater-carcinoma 0.0329996399217871 -3.41125862903618 9 4 0.00154619250096637 2587 17385 3845,6794,4893,3265 KRAS,STK11,NRAS,HRAS breast-extramammary-carcinoma_in_situ-ductal_carcinoma_in_situ breast-extramammary-carcinoma_in_situ-ductal_carcinoma_in_situ 0.0329996399217871 -3.41125862903618 9 4 0.00154619250096637 2587 17385 3845,1788,4893,3265 KRAS,DNMT3A,NRAS,HRAS frontotemporal frontotemporal 0.0329996399217871 -3.41125862903618 9 4 0.00154619250096637 2587 17385 1031,3020,5728,1029 CDKN2C,H3F3A,PTEN,CDKN2A acute_leukaemia_of_ambiguous_lineage_associated_with_MDS acute_leukaemia_of_ambiguous_lineage_associated_with_MDS 0.0329996399217871 -3.41125862903618 9 4 0.00154619250096637 2587 17385 3845,4893,3265,5781 KRAS,NRAS,HRAS,PTPN11 skin-mucosal-malignant_melanoma-nodular skin-mucosal-malignant_melanoma-nodular 0.0329996399217871 -3.41125862903618 9 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A prostate-carcinoma-small_cell_carcinoma prostate-carcinoma-small_cell_carcinoma 0.0329996399217871 -3.41125862903618 9 4 0.00154619250096637 2587 17385 5925,3845,4893,3265 RB1,KRAS,NRAS,HRAS skin-other-seborrhoeic_keratosis skin-other-seborrhoeic_keratosis 0.0329996399217871 -3.41125862903618 9 4 0.00154619250096637 2587 17385 2261,3265,1029,5781 FGFR3,HRAS,CDKN2A,PTPN11 central_nervous_system-frontal_lobe-glioma-oligodendroglioma_Grade_III central_nervous_system-frontal_lobe-glioma-oligodendroglioma_Grade_III 0.0329996399217871 -3.41125862903618 9 4 0.00154619250096637 2587 17385 1031,1029,2956,4436 CDKN2C,CDKN2A,MSH6,MSH2 skin-chest-malignant_melanoma-superficial_spreading skin-chest-malignant_melanoma-superficial_spreading 0.0329996399217871 -3.41125862903618 9 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A central_nervous_system-frontal_lobe-glioma-astrocytoma_Grade_II central_nervous_system-frontal_lobe-glioma-astrocytoma_Grade_II 0.0329996399217871 -3.41125862903618 9 4 0.00154619250096637 2587 17385 3845,3020,5728,1029 KRAS,H3F3A,PTEN,CDKN2A peritoneum-mesothelioma-epithelial peritoneum-mesothelioma-epithelial 0.0329996399217871 -3.41125862903618 9 4 0.00154619250096637 2587 17385 3845,2130,5728,1029 KRAS,EWSR1,PTEN,CDKN2A haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_leukaemia_of_ambiguous_lineage_associated_with_MDS haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_leukaemia_of_ambiguous_lineage_associated_with_MDS 0.0329996399217871 -3.41125862903618 9 4 0.00154619250096637 2587 17385 3845,4893,3265,5781 KRAS,NRAS,HRAS,PTPN11 skin-benign_melanocytic_nevus-congenital skin-benign_melanocytic_nevus-congenital 0.0329996399217871 -3.41125862903618 9 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS extramammary extramammary 0.0329996399217871 -3.41125862903618 9 4 0.00154619250096637 2587 17385 3845,1788,4893,3265 KRAS,DNMT3A,NRAS,HRAS anus anus 0.0330605567528819 -3.40941434605103 13 5 0.00193274062620796 2587 17385 3845,2130,4893,3265,1029 KRAS,EWSR1,NRAS,HRAS,CDKN2A skin-scalp-malignant_melanoma-nodular skin-scalp-malignant_melanoma-nodular 0.0330605567528819 -3.40941434605103 13 5 0.00193274062620796 2587 17385 3845,4893,5728,3265,1029 KRAS,NRAS,PTEN,HRAS,CDKN2A skin-back-carcinoma-basal_cell_carcinoma skin-back-carcinoma-basal_cell_carcinoma 0.0330605567528819 -3.40941434605103 13 5 0.00193274062620796 2587 17385 2261,3845,1540,4893,3265 FGFR3,KRAS,CYLD,NRAS,HRAS giant_cell_tumour giant_cell_tumour 0.0330605567528819 -3.40941434605103 13 5 0.00193274062620796 2587 17385 2521,2130,3020,3265,5781 FUS,EWSR1,H3F3A,HRAS,PTPN11 ovary-adenoma-mucinous ovary-adenoma-mucinous 0.0330605567528819 -3.40941434605103 13 5 0.00193274062620796 2587 17385 2778,3845,672,4893,1029 GNAS,KRAS,BRCA1,NRAS,CDKN2A Brenner_tumour Brenner_tumour 0.0330605567528819 -3.40941434605103 13 5 0.00193274062620796 2587 17385 2261,3845,672,1540,1029 FGFR3,KRAS,BRCA1,CYLD,CDKN2A radius radius 0.0330605567528819 -3.40941434605103 13 5 0.00193274062620796 2587 17385 2778,3845,2130,3020,1029 GNAS,KRAS,EWSR1,H3F3A,CDKN2A carcinosarcoma-malignant_mesodermal_mixed_tumour carcinosarcoma-malignant_mesodermal_mixed_tumour 0.0333089477781915 -3.40192921604187 36 10 0.00386548125241593 2587 17385 5925,4893,4763,5728,23451,4436,3845,672,4089,1029 RB1,NRAS,NF1,PTEN,SF3B1,MSH2,KRAS,BRCA1,SMAD4,CDKN2A haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-angioimmunoblastic_T_cell_lymphoma haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-angioimmunoblastic_T_cell_lymphoma 0.0341158299137507 -3.377993782065 267 51 0.0197139543873212 2587 17385 1788,196528,4763,23451,84939,54148,257218,23512,6597,10664,4853,2113,57492,1105,667,3662,5925,1520,27154,10075,5728,51564,2120,5781,23047,29117,7267,596,6774,50809,4893,387,23476,1952,7128,6867,7832,4288,3845,8289,84295,355,9203,2778,3716,6778,60,11200,5594,1029,56288 DNMT3A,ARID2,NF1,SF3B1,MUM1,MRPL39,SHPRH,SUZ12,SMARCA4,CTCF,NOTCH2,ETS1,ARID1B,CHD1,DST,IRF4,RB1,CTSS,BRPF3,HUWE1,PTEN,HDAC7,ETV6,PTPN11,PDS5B,BRD7,TTC3,BCL2,STAT3,HP1BP3,NRAS,RHOA,BRD4,CELSR2,TNFAIP3,TACC1,BTG2,MKI67,KRAS,ARID1A,PHF6,FAS,ZMYM3,GNAS,JAK1,STAT6,ACTB,CHEK2,MAPK1,CDKN2A,PARD3 lung-carcinoid-endocrine_tumour lung-carcinoid-endocrine_tumour 0.0350302382356637 -3.35154364089197 504 90 0.0347893312717433 2587 17385 4149,112858,25957,23451,6195,5894,11316,1457,6597,5566,11344,4067,1432,29904,1020,27,5164,23683,10783,9110,3572,57147,51755,6733,5347,1263,4893,23476,208,7428,55872,9874,9448,9088,9212,27436,9262,10155,4216,3716,1198,9825,11329,28996,10922,3984,6794,6041,11200,5594,8899,57410,7204,6929,5562,8621,79048,203054,440275,1452,55681,2261,5728,1612,54764,5261,94120,818,1456,5170,1455,140609,27102,8491,3845,4221,2011,5605,1613,5595,84930,5597,129450,1655,4217,1017,26750,10114,3265,29959 MAX,TP53RK,PNISR,SF3B1,RPS6KA1,RAF1,COPE,CSNK2A1,SMARCA4,PRKACA,TWF2,LYN,MAPK14,EEF2K,CDK5,ABL2,PDK2,PRKD3,NEK6,MTMR4,IL6ST,SCYL3,CDK12,SRPK2,PLK1,PLK3,NRAS,BRD4,AKT2,VHL,PBK,TLK1,MAP4K4,PKMYT1,AURKB,EML4,STK17B,TRIM28,MAP3K4,JAK1,CLK3,SPATA2,STK38,HIPK2,FASTK,LIMK1,STK11,RNASEL,CHEK2,MAPK1,PRPF4B,SCYL1,TRIO,TCF3,PRKAA1,CDK13,SECISBP2,ADCK5,EIF2AK4,CSNK1A1,SCYL2,FGFR3,PTEN,DAPK1,ZRANB1,PHKG2,SYTL3,CAMK2G,CSNK1G3,PDPK1,CSNK1G2,NEK7,EIF2AK1,MAP4K3,KRAS,MEN1,MARK2,MAP2K2,DAPK3,MAPK3,MASTL,MAPK6,TYW5,DDX5,MAP3K5,CDK2,RPS6KC1,HIPK3,HRAS,NRBP1 adrenal_gland-adrenal_gland-pheochromocytoma-benign adrenal_gland-adrenal_gland-pheochromocytoma-benign 0.0350382736337472 -3.35131428257096 226 44 0.0170081175106301 2587 17385 4149,25957,261734,55596,4763,54148,288,6597,51427,440275,284273,51439,2783,23165,5887,55802,9646,4676,139322,54764,6774,55328,7743,5796,53942,4893,10801,5538,7428,3845,830,4350,55628,79026,2339,79728,5476,26100,80709,90850,19,3265,7013,5214 MAX,PNISR,NPHP4,ZCCHC8,NF1,MRPL39,ANK3,SMARCA4,ZNF107,EIF2AK4,ZADH2,FAM8A1,GNB2,NUP205,RAD23B,DCP1A,CTR9,NAP1L4,APOOL,ZRANB1,STAT3,RNLS,ZNF189,PTPRK,CNTN5,NRAS,SEPT9,PPT1,VHL,KRAS,CAPZA2,MPG,ZNF407,AHNAK,FNTA,PALB2,CTSA,WIPI2,AKNA,ZNF598,ABCA1,HRAS,TERF1,PFKP small_cell_carcinoma small_cell_carcinoma 0.0351509349485025 -3.34810406225979 10152 1553 0.600309238500193 2587 17385 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ZBTB10,TSC2,ABCC10,LACTB2,CCNL2,RBM4,ZNF275,FBXO22,EEF2K,CDKN2C,USF1,RAD23B,ATP13A3,AP1M1,DNM2,UPRT,CRY2,RNF26,TIPARP,MGAT5,USP34,BAK1,CCDC57,ERCC1,ZNF559,RHOBTB3,NRAS,GABPA,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,ARF4,KRIT1,AHNAK,SMAD2,MID1IP1,RAD18,OGT,RNASEL,SMAD1,SMNDC1,PDCD4,SLC25A33,NXT2,HIVEP3,CLSPN,KIAA0100,SEC61G,RHOC,MUM1,TRIO,DHX9,RAB23,EIF2AK4,PDCD7,APH1B,CDC73,ATG4A,TMEM179B,TFAP4,ERV3-1,PDXP,C4orf3,RNFT1,RIMS3,MEGF8,FBXO7,EFTUD2,GEMIN4,MRPL21,MVP,NUP85,PABPC1,PHKG2,LUC7L2,SRSF11,AGGF1,FOXK1,RBM42,GTPBP4,ITM2A,USP10,BCLAF1,ELK1,EIF4H,MAGED2,KPNA1,TXNDC16,ETS2,WIPI2,MRPL3,ALS2,EXOC3,RHOG,KARS,TRIM41,PTTG1,ANK3,C5orf30,TPX2,LCLAT1,RCOR3,REPS1,RBM23,FBXL6,ZNF420,AHCTF1,MTA1,UBA5,GMEB1,NSFL1C,CLCN6,INTS12,ZC3H3,RPRD1B,ARL5A,CGGBP1,SNX8,ERMP1,GOPC,IDH3A,CRNKL1,CIRBP,E2F3,PFKFB3,GORAB,MEF2D,TANC1,RAB1A,GIGYF1,TMEM184C,KIF2A,PPP2CA,LSM6,CORO1C,NSMCE2,CAMKMT,RNF38,CENPBD1,PPP5C,USP13,ZNF445,SRSF6,CCM2,FLOT1,BTN3A1,ATG2B,IP6K2,WDR5,PMVK,IFT27,SLC25A43,NEIL2,PPP1R3B,RPA2,PSMD2,PDCD10,CLIC4,ITGB8,HUWE1,ARF5,ARHGEF1,ANXA5,LTN1,UBE3B,NAP1L4,ST8SIA2,FBXL19,GTF2H2,SPTAN1,STAU1,DDX24,TACC1,MRS2,LDHA,HEBP2,RAB3IP,PICALM,UTP20,MAGT1,FAM3C,DBI,AEN,CD81,PARP10,YWHAH,TMEM131,WDR13,TRIM11,FAM129A,SNX15,RUFY1,TRIM65,FANCI,PAPOLA,ZER1,PRNP,FANCL,RAB8A,NUP210,NT5DC1,INTS1,IL6ST,SLC44A1,MTPN,ASB6,TACC3,VPS13B,PLK1,PTPN18,SEPT9,CELSR2,RBX1,APH1A,SNRPB,RAD51AP1,CKAP2L,CDC6,UBE2V1,UTP3,PBRM1,USP21,TRIM4,FBXO28,CHD3,E2F4,BCL7C,ADAM9,KPNA2,DVL1,CLN3,FAM208A,NGLY1,POT1,NUMB,CCDC137,FUBP1,RMND5A,PARP12,HJURP,FAM53C,DNAJB2,CENPF,NKD2,LAMTOR3,COX4I1,ADCK5,CDK13,RAB6A,DNAJB1,NCKAP1,ARID1B,TNS3,C1GALT1,CCP110,KIF13B,MBD2,ZNF746,XPA,ARL6IP1,CTR9,RBM3,GLE1,LRSAM1,HDHD2,ABHD2,DCAF8,NSDHL,ACSL3,LDB1,CAMSAP1,MAP4K3,METTL22,ICAM2,ARMC8,STYXL1,IRF5,NMT2,HAUS8,RXRB,SDHB,MBIP,PCM1,GALNT2,TMEM168,ORMDL2,COX7A2L,NLRC5,ZDHHC7,SIL1,RUVBL2,BTBD10,MYO9A,CCNB2,UNC13C,USP7,SART1,TRAF7,ARID2,TMX4,TOR1AIP1,LAGE3,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,MRPL50,NRF1,PSMA6,ZNF473,BRPF3,WDR44,PIN1,TARDBP,CABLES2,TOP1MT,STRAP,SPSB3,PRPF19,SNX25,KDM3B,ARHGAP17,CLCN3,BIRC3,RAB7A,NUP155,DCLRE1C,CHMP2B,EIF3H,RHBDF2,IDE,DHX16,RBL1,STK38,UBXN2B,FASTK,UHRF2,AP1S1,XRCC3,H3F3A,SLC22A23,SMAD4,RAD51D,PARD3,BCL2L12,SLC30A9,NADSYN1,MCM10,KLHL21,HMGN3,ARF1,NCAPG,SCYL2,TUBGCP2,DNAJB9,FZD6,HERC3,HOMER1,CTSS,POLR1B,ORC3,RNF5,RNLS,PPAN,RHOA,HMGN5,BTAF1,ABCF2,TUFM,TOP3A,ARHGEF12,PCGF1,ZFR,DDX23,RAB18,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,BBX,E2F1,USP20,IMPDH1,RBPJ,NR2F2,PGAM1,HIPK3,NUP188,MAX,PNISR,PDCD6IP,GXYLT1,LUZP1,PRKCSH,ADAM10,TSC22D3,CXXC1,AP3M2,USP39,CUL1,GYG1,UBE2I,PARK7,MYEF2,SLC25A37,ASPHD2,ANKRD26,PA2G4,NOL11,RAB4A,SUCLG2,SMARCE1,CDC5L,SRP72,OSBP2,KLF10,NSUN2,LACTB,USP22,RFC2,CBFB,RAB2B,EIF3A,ZMYM3,IWS1,DOT1L,MAP3K4,ANKRD10,HHEX,WAS,KIF18B,TPP2,LUC7L3,C1orf109,BTF3,PTPDC1,ZMAT3,NMD3,B4GALT2,PTOV1,PRPF38B,RECQL,C9orf78,COX5B,DNAJC5,EWSR1,GSPT2,PRKAA1,VAV2,ANKH,RRM1,DLGAP4,B4GALT1,CYCS,PRPF39,SUPT7L,PSEN1,ZNF79,CNOT3,YY1AP1,SPAG5,C12orf10,FAM192A,RPN1,CEP104,LHX8,KLHL5,ZNRF2,LRRC8D,PPP4R1,MSH2,DAPK1,FBXL7,CYC1,FAM171A1,SYTL3,APOL1,FDFT1,SOCS5,GCC2,PIGT,PRIM2,ELL2,EMB,RDH10,ZNF574,MFNG,C1orf35,GORASP2,ARID1A,ADRB2,MAP2K2,CCT8,MTR,TWISTNB,PHF6,AKAP1,PI4K2A,HMGN2,XRCC5,DERL1,CAT,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,FAM83D,USP32,ARAP1,CEBPG,CABIN1,SMPD4,GPI,CDKN2A,CYTIP,TP53RK,ATXN3,REPS2,RAB11B,RAF1,KIAA0232,BCL2L1,EPM2A,NUDT19,DECR1,CCNA2,SIAH1,RALB,MTMR4,LPIN2,ADCY9,SOCS6,MRPS27,TTC3,TP53BP2,RNASEH2A,AQR,ILKAP,CDK12,SAP30,ANKLE2,BRD4,CDC123,DRAP1,NARF,LRRC8A,ELP4,PKMYT1,ASB13,ERC1,EML4,TRIM28,SUPT16H,RAD51C,CHMP4A,HINT1,DDOST,DGCR8,SAFB,LMBR1,FTSJ1,RWDD4,NCLN,BEND3,XRCC4,EYA2,DYNC1LI2,ADAM23,PRPF4B,NDUFS1,DEPDC1,SLC41A1,MECP2,MANBA,TKT,CBLL1,SECISBP2,POFUT1,HMG20A,HEATR5B,WWP2,JAKMIP1,EBP,RFWD3,AXIN2,PTPN11,MRPL54,MSH6,JMJD4,KAT2A,LONRF3,TMEM126B,RFXANK,RABIF,ADSL,FBXO9,PACS1,BMS1,KCNQ1,ARSK,KIF11,KLF6,MACF1,FADD,MYO1F,CBX3,INF2,ZHX1,PPP1R11,DDX5,DUSP11,WDR62,WDR91,TAF6,ESPL1,DDB1,DEF6,GPR89B,IPO4,FAM83G,POLA2,RORB,PIGM,ZNF76,MTX3,COPA,PTP4A3,UBE2Q1,ABCB10,MRPL19,SF3B2,DST,CDC42,RAB35,JAZF1,GPATCH1,TCEA1,SLC35C2,SRPK2,WDR41,LARS,DEAF1,SNRNP200,CCDC138,NCK1,LAP3,VHL,LRBA,PITPNB,KMT2C,PRPSAP1,ASF1B,MAN2A2,BRWD1,PPM1G,SH3GLB2,MIA2,ACBD4,CAB39,BAZ1B,STK11,CHEK2,CLU,ZSWIM3,MRPL13,CHPT1,DCAF5,UBE2D3,PPP1R2,PPP1R12A,ZCCHC8,NACA,UBXN1,PCSK7,THRAP3,RGS2,PRPF18,NUP205,ZRANB1,MCPH1,SLC12A2,CSNK1G3,TRAFD1,GBA,SYVN1,VKORC1,SLTM,DAPK3,ARHGAP15,EVC2,MASTL,UAP1,KLHL15,NFIL3,SIAH2,FN3KRP,SLC16A1,YWHAZ,EHD4,TOB1,TSEN15,N4BP2L2,ADNP2,TCF12,SNX27,PRKAB1,CORO7,MDH2,PMS2,SMARCA4,ORC1,CLCC1,EXT2,MXD1,USP5,IARS,KIF14,PPP6C,CS,CLTB,DNAL4,EBAG9,CSTF1,POU2AF1,RNF25,METTL2A,PCGF6,ATXN1,GLO1,OGDH,BICD2,TOLLIP,FANCE,PDHX,DUS3L,HNRNPR,HPS5,STAT6,ANP32E,FKBP5,CCDC125,BRD9,MAPK1,ABCA1,TMEM33,DNAJC2,TRIP12,SHPRH,RAE1,SCYL1,NUP54,VPS45,CHIC2,PAWR,MXD4,MYO9B,DCUN1D4,PIP4K2A,GFM2,XPR1,KIF5B,FASTKD3,FGFR3,PPIG,RRBP1,H2AFY,ARHGEF2,ATG13,LDLRAD3,ERI3,STAT3,FRMD8,AMPD2,TGFB1,B3GALT6,DCAF6,FAM49B,PSPC1,HELB,MIER1,ATP2C1,SCFD2,RFFL,COG1,RCOR1,NDRG3,TFEB,MTMR3,UPF1,ELMO1,ZC3H7B,DTX4,CENPT,ZMIZ1,PLOD3,TERF1,HRAS,RAB3IL1,RAB14,FGFR1OP,ADD1,MRPS15,KDM4A,PIGQ,XIAP,AGPAT1,DHX8,GLUD1,CNTROB,PPP1R16B,MIS12,PABPC4,CDK5,PSMD1,NEK6,RABGAP1L,SRSF4,PDS5B,NUP153,SENP1,PCBP2,MLST8,PLK3,PLEKHM3,TOPORS,MCL1,SMC2,PPFIA3,ICMT,TRIM47,PWWP2B,WDR11,AXIN1,LIMK1,ZNF689,ATE1,FBXL3,TFDP2,E2F2,PFKP,DDX42,SSRP1,CERK,TOP2B,SLC4A2,EZH1,ZNRF3,ITGB5,LMNA,MCTS1,RAVER2,DDX56,SLC38A5,INPP5A,INTS7,MCM5,PHF14,ZNF326,FOXN2,ETV3,RB1CC1,TSPYL4,C16orf72,PRRC2A,ZMYND11,DHX29,MAN1B1,TEX10,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,RHOB,LRRC14B,PTPRF,DTWD1,OSBPL11,DUSP3,SLAIN1,MDH1,CNOT6,NDE1,HEXA,RNF139,SNX14,EGLN1,ZNF207,ZNF296,ABCA3,TRERF1,UBR2,CHD1L,WDTC1,TMEM97,MYH9,NUF2,NIPA2,PRKACA,TCF19,APP,ANKIB1,KTN1,RAB21,PRKD3,SP100,UTP18,DUT,ZCCHC2,NUP107,ANKRD13C,ANAPC7,RNF19A,CEP63,RBM15,ATF2,GCC1,ADCY7,SHOC2,MAP4K4,RNPS1,ATP6V0A1,DNAJA1,TAZ,FKBP3,DDX17,GPR137,TAF2,CDC16,HIPK2,WDR7,CBLN2,MBOAT1,TICAM1,FUS,PDXK,ZBTB11,GEN1,LRP8,LRCH1,GALK1,SESTD1,SIKE1,GMCL1,JMJD6,UBE4A,ETS1,IL21R,ZNF92,KRI1,FBXO3,CAPN2,ERH,SUV39H2,NDUFB4,PPP1R8,GEMIN6,TPCN1,IMPA2,HNRNPM,LDHB,PDPK1,PPP3CA,TK1,TNFAIP3,POLK,GALC,ZNF512,MTMR12,PDE3B,DDX39A,RPA1,ZNF180,KIF18A,KEAP1,POLE,CCDC6,WNT5B,TATDN2,PITX1,MAPK6,CAPN7,LRPPRC,PML,LY75,HMGB2,RGL1,PSAP,WDR76,IGBP1,ANAPC4,FAF1,SNAPIN,COX15,DDX47,AGRN,THOC1,PPP1R15B,MCCC1,CSNK2A1,EBNA1BP2,S1PR2,SEC16A,GIT2,BIRC2,SSR1,LIN9,ABL2,PCNA,ZNF639,PIK3R2,ETV6,XRCC2,MYBL1,MRPL32,CCAR1,CDC37,PTPRK,SP3,BAZ2A,TLK1,GMFB,LNX2,LRP5,BRCA1,ANLN,PRKRA,STX16,RAB5B,RHEB,OPTN,TONSL,NRM,SOCS4,QRSL1,ACTB,GLCCI1,NUDT11,GEMIN7,RACGAP1,PPP3CB,DOCK11,RLF,CRLF3,RAPGEF6,LRRC14,RB1,NUS1,VASP,MED8,VMP1,PPIL2,SLC27A4,AFF1,AHDC1,MAML1,TMEM8A,ABCC1,PREB,CYTH1,TRAPPC9,AACS,RTF1,EIF2AK1,KRAS,UBE4B,ARPC1A,ZNF174,GOLGA4,PALB2,SYNCRIP,CDC27,PRPS2,PRMT7,NIPA1,CYLD,FOXM1,XAB2,SUMO2,DUSP22,COMMD8,RPL11,RAD23A,CSDE1,PDK2,MDM2,STRBP,PDCD2,CORO1A,MINPP1,METTL9,SAP30L,DVL2,POC5,PSMA8,BTG2,CYP20A1,SLC26A6,DNAJC9,MTMR6,NFATC2,PRPF3,ARL5B,RPSA,USP36,SRSF1,MRPL2,DNAJC10,ATP1A1,PLEKHG4B,CLK3,ZNF700,PSMD3,MAFK,CEP55,DNAJC17,NCOA1,LTA4H,USP53,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,INTS2,CTDP1,GOLIM4,SMAP1,RRP15,GNE,CDT1,ARID5A,SMC6,NKRF,CSNK1A1,TFRC,PTPN2,IRF4,ABCD1,SS18L1,DDX31,CAMK2G,RPAP3,CNTN5,MLEC,SNX2,ZNF202,PPWD1,FAM50B,CHCHD6,NEU1,KPNA4,FBXO41,BIRC5,TFE3,GLG1,PGRMC1,FAM126A,RPS6KC1,UBE2C,ZNF496,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,IKBIP,SLC20A1,ASAP2,CDC25B,TFG,PLCL2,DNMT1,SEH1L,ORAI2,AKT2,PBK,NOL8,GNG7,MKI67,DDX20,AMDHD2,AURKB,GALNT7,SLC17A5,CCNF,SLC25A5,ZFAND5,RBM47,STT3A,PTER,WDR4,EIF2D,ITGB1,PTPN7,RRS1,TRAF5,ARRB2,ZNF598,HDAC2,DDX58,WSB2,PPIB,MUT,CHTF18,KIF23,NOTCH2,MAN2B1,METTL3,JMY,CFLAR,NDUFS4,FKBP1A,RNF121,MEX3C,SNX18,HDAC7,ATIC,CTPS1,PCYT2,PIKFYVE,RNF135,GNAI2,ANKHD1,EEF1D,TERF2,MORC3,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,KCTD20,DCTD,PLEC,RIT1,KDM3A,FAS,ADSS,EPRS,ZNF777,TMEM54,ZFP92,QARS,ERGIC3,ACLY,PPP3R1,LPCAT4,VCPIP1,YY1,PPP6R3,PPP6R2,MAP3K5,RNF14,CDK2,CABLES1,NRBP1,ZC3HAV1,DNMT3A,TRIP10,ZBTB37,URB2,SUZ12,RPS6KA1,SF3B1,MAGED1,RAC1,OLA1,ADPGK,AP1B1,SDHA,GNB2,PHC2,FLAD1,CRKL,TERF2IP,APLP2,ZNF75D,SHC1,KDM2A,UCHL5,TNPO2,CDKN1B,CCT2,MAPRE2,RFC3,ATP13A1,MKLN1,HMGN4,ERF,CUL3,KIAA1586,GALK2,CDC23,GAR1,POLG2,DHX57,HSPA4,JAK1,PPP2R5A,MRPL55,ACYP1,TBL3,H2AFX,SEL1L,STAT1,KLHDC4,TRIM32,B4GALT3,PDCD11,RHEBL1,POLQ,OTUD5,NCOR2,SCAMP3,C1orf112,TCF3,BRAP,BLM,FOXO3,RAB11A,MAD2L2,TMCC3,GTF2F1,PIP5K1C,MAT2B,PTEN,CRAT,AHSA1,CENPJ,PRC1,UPF2,COPS7B,CNOT6L,CREB1,UBE2M,NCOA2,SMC4,TSHZ1,NET1,NEK7,DENND1B,DENND4C,ILF3,PARP4,TBRG4,ANAPC2,RHOT1,MARK2,TSR2,PRDX1,PLD3,FBXO21,GNA12,PFDN4,TTLL4,PRDX3,SLC38A7,MFAP1,TFDP1,KHSRP,BRWD3,ESYT2,MIB2,IER2,UBE2E2,SKA3,PLXNC1,ST13,DCAF15,NF1,FLYWCH2,ZNF107,AGFG1,SIRT2,KIF2C,FKBP2,USP48,UBQLN2,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,UBLCP1,ZNF804A,RAP1A,EIF4A3,THADA,PPP1R12C,SRI,KIF22,JOSD1,RP2,OGG1,ARID4A,TRIM14,COPS8,FYTTD1,TRIM8,SLC16A7,RRM2,WDR82,SLC25A22,SOX4,STK17B,UBTF,CXXC4,PAF1,GEMIN5,UEVLD,PQBP1,ATXN2L,IARS2,GALNT10,COPS6,STARD3NL,SLC12A7,PIGN,TM9SF4,CIB1,MED13L,TIA1,MEF2A,XPO7,EPHX2,RHBDD1,NFATC3,ZNF449,ZNF335,KIFAP3,BCL2,KNTC1,UBE3C,N4BP2,ALDH9A1,ZNF189,TSTA3,CIC,OXR1,SEPT7,CAND1,GNAS,TSC1,RBM25,ODF2,EXOC4,PITPNA,NUP62,NANP,RBBP4,MZT2B,PTDSS1,C7orf26,SMARCD1,WASF2,MBD1,TMEM106C,ASH1L,GNPNAT1,WDYHV1,HNRNPUL2,PLAGL2,TWF2,CHD1,CCDC50,SAR1A,AKAP8,APOOL,CHTOP,FAM3A,PDIA6,SCYL3,ABI1,MOSPD1,RLIM,ZNF500,NLN,WIPF1,TOR1AIP2,PEF1,BTBD1,RAD54B,DAP3,TMEM41A,TAB2,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,AKNA,SMURF1,TSPAN5,PPP2R2D,CBX4,KIF3B,CDS2,MAGEH1,SH2D3A,CASP6,EYA1,TOR3A,DBF4,LETMD1,RGS1,HDDC2,MAN1A1,FBXO5,GART,CTNNBL1,TANK,BRD7,YIF1B,TTC17,MRPL11,GINS1,TELO2,CSNK1G2,ADAM17,HMGN1,NASP,ASPM,PRKAR1B,WDR81,MEN1,ZNF407,SYMPK,MFN2,MAPK3,ATAD2,ZNF330,COX8A,KBTBD7,ZRANB2,SRSF3,MBD6,TATDN1,PREPL,IDH3B bronchus bronchus 0.0353455174733522 -3.34258369882833 22 7 0.00270583687669115 2587 17385 2261,3845,6794,4893,5728,3265,4089 FGFR3,KRAS,STK11,NRAS,PTEN,HRAS,SMAD4 skin-arm-carcinoma-squamous_cell_carcinoma skin-arm-carcinoma-squamous_cell_carcinoma 0.0353455174733522 -3.34258369882833 22 7 0.00270583687669115 2587 17385 2261,3845,4853,4893,7428,3265,1029 FGFR3,KRAS,NOTCH2,NRAS,VHL,HRAS,CDKN2A skin-lower_leg-carcinoma-squamous_cell_carcinoma skin-lower_leg-carcinoma-squamous_cell_carcinoma 0.0353455174733522 -3.34258369882833 22 7 0.00270583687669115 2587 17385 2261,3845,4853,4893,7428,3265,1029 FGFR3,KRAS,NOTCH2,NRAS,VHL,HRAS,CDKN2A soft_tissue-fibrous_tissue_and_uncertain_origin-synovial_sarcoma soft_tissue-fibrous_tissue_and_uncertain_origin-synovial_sarcoma 0.0359856568994996 -3.32463483937449 89 20 0.00773096250483185 2587 17385 8910,2130,4893,9320,4763,23451,26003,3845,4967,3784,90957,5925,54431,5728,2120,6794,2521,7188,3265,1029 SGCE,EWSR1,NRAS,TRIP12,NF1,SF3B1,GORASP2,KRAS,OGDH,KCNQ1,DHX57,RB1,DNAJC10,PTEN,ETV6,STK11,FUS,TRAF5,HRAS,CDKN2A other other 0.0361738406726166 -3.31941905472888 15297 2304 0.890606880556629 2587 17385 51696,65986,89845,3074,81669,26263,29904,51078,5887,79572,1785,117246,9736,284001,2067,4893,79813,56992,11169,54531,11083,57403,4087,58526,6233,399687,4358,9377,4086,311,84275,124411,23480,26088,84939,51622,7204,51715,79734,54930,440275,83464,5073,79577,140465,115201,374395,2086,9126,401152,50628,9961,79902,22870,26986,387338,5464,3475,55109,221937,79171,23560,55700,54948,2002,7458,51109,3836,2114,129450,26100,22902,10611,80221,391,11336,143187,283899,347734,55758,253558,8895,57189,55147,147923,25909,25771,57533,55968,55752,23171,23144,26225,79031,29886,79956,3419,5433,4209,10430,79807,85461,4144,112936,286053,23603,79823,5536,10531,203068,51397,353274,22927,83605,10211,11119,55102,51280,84878,10075,80218,308,26046,89910,4676,374655,8128,6709,6780,255758,57062,6867,57380,3939,23593,84298,56967,117177,23548,8301,9467,6573,51,10447,64782,84875,7533,116496,81559,64848,29907,29937,27044,80230,201292,10444,5621,11103,4218,23225,221294,26155,1983,10460,157680,23429,26469,54468,6628,153364,990,55193,4953,27005,9697,23219,92714,8754,1855,8650,163050,148304,348180,64761,1063,8649,51142,10787,57226,55316,64759,10923,126432,23303,8932,7507,191,5935,2733,90678,84064,84284,50814,262,157922,79091,3384,51657,26060,6257,6390,5108,2590,64418,84166,84280,4649,9133,7874,55830,6181,8802,196528,56255,6513,526,5093,4067,7409,51249,54534,5687,25888,55900,27154,23435,55973,10106,27339,10105,51780,84057,1182,330,7879,651746,10450,25978,7416,8667,199953,51031,3416,8449,115426,7517,128866,56288,83596,28974,9903,11333,54495,55143,2971,56996,10844,4189,9456,54838,84172,29890,56342,387,55197,9044,7156,23365,84759,9416,22931,7726,10016,51382,84456,83541,55247,1486,56987,3614,6883,7026,10114,3428,7295,23511,3015,25957,5589,10713,7329,51312,57168,5867,6434,27097,493856,168850,988,147807,8910,23762,54888,23326,1207,8661,9203,84444,55677,55608,7454,146909,7174,64393,8704,55119,5965,51759,2130,6240,9744,2683,84908,9913,55858,4849,55666,10615,57599,6242,9731,23016,51088,55144,4436,54872,23194,26578,94120,221061,8542,9648,5558,22936,157506,4242,26003,830,154,10694,4548,84295,28231,79573,2801,27316,51586,9063,55198,142891,11165,1029,118472,4287,5894,9778,79074,51293,7957,890,9110,25798,7159,9716,389677,80895,51755,8819,23476,10589,26502,56262,26610,83451,9088,79754,10155,11198,27335,29082,55871,22926,8899,8745,4719,4204,79048,10363,11060,55186,152789,8812,22826,23587,8313,10370,65094,2648,5877,158,55690,9790,3784,23252,153642,23499,3832,1316,64744,8772,51100,4542,11335,55654,6992,1655,284403,6878,9700,1642,50619,644815,79711,5412,93183,26151,57128,29933,55585,11156,55299,9801,79943,10992,78991,998,23336,2806,221895,3032,84154,51006,26505,10498,6733,55255,51520,54819,165055,987,51259,25870,58508,11054,5635,55723,6167,4122,56478,51388,23350,4253,10795,27183,8992,5504,135293,63929,5997,55646,23625,5438,10906,10147,2629,83939,84447,168455,1613,55843,84930,6675,4783,79672,7534,5476,28978,116461,22850,6938,5564,4191,6597,4998,54700,165324,3376,9928,51013,1431,1212,10126,1477,5450,56893,29107,5229,6404,55234,6310,2739,4967,23299,23705,55741,64224,54472,2178,53615,8050,6203,84964,6836,56931,406,81611,2289,84336,202243,19,84306,2730,8480,10540,53371,26511,5074,10608,23142,5305,9213,83706,3799,27252,9632,6238,9181,8125,143458,387882,6774,4644,57185,9352,55827,51571,55254,117584,9382,23186,3275,7942,221496,728492,5976,9844,23264,23220,57178,7013,3265,54520,11116,51014,9091,116840,26051,55876,283237,23047,9972,29843,27315,11070,389072,84259,170394,91107,55717,8312,56006,84851,83752,4729,79142,64781,6522,2145,3693,4000,28985,54606,8894,92745,3344,79587,7916,29035,9821,10771,9489,4605,54887,4350,9782,1528,23154,84193,93081,375743,57472,54820,54583,7756,84079,284352,21,84324,10625,22879,56954,83540,10308,6941,153396,3895,351,23683,23059,488,51096,2926,54877,25897,143684,54982,252839,79571,254225,113,9550,10921,157313,56834,10521,54927,5830,8881,28996,154141,148022,8566,27107,309,51643,64395,9354,50615,2113,7485,168374,56902,824,120,79723,23170,81542,4670,126321,3945,5530,254552,51426,2014,54545,7784,5140,81930,8030,81029,5597,201725,4065,60386,23179,5660,79968,3476,11124,23557,1355,375790,9984,10007,60313,84919,1457,9815,329,64756,9231,27,7516,118813,79892,5796,11140,4234,3035,2764,23344,54443,5869,6009,1809,79735,55038,4796,11270,4669,60,7596,83590,10664,427,139818,51379,9684,116150,10999,29969,9794,9267,4835,84135,27102,1982,51304,64598,150771,996,8773,9519,54496,154881,4698,1540,7360,11316,54985,284273,9453,84268,5886,533,5164,55342,11062,64981,5134,79685,55334,1209,23234,9107,4773,221656,221079,57602,133957,51069,476,5709,55165,126328,55192,80818,8648,51629,51530,127002,51362,27333,51018,1611,10020,79677,23647,55922,28969,56897,51372,26039,79019,10728,818,9761,7753,23398,89941,4758,7165,51125,57045,2734,10857,84668,26750,11065,79717,4712,440026,29801,5361,891,6574,170622,25864,51728,8853,10073,245812,23228,10342,81929,79065,55872,4288,11218,51005,26503,51809,899,55572,54502,9317,10785,55526,7188,3066,114825,10808,54923,22919,63922,84890,9493,10237,4853,112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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,WDHD1,MIER2,DIDO1,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,MPV17,COX5A,SMAD1,ANXA11,SLC25A33,ZNF720,SEC61G,GGA1,MUM1,CCZ1,TRIO,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,ERV3-1,SMC3,C4orf3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,RHOG,EXOC3,VTI1A,INO80E,SLC35B2,RCOR3,LCLAT1,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,IDH3A,POLR2D,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,GOLM1,ZBTB45,HUWE1,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,SPTAN1,STAU1,TCTEX1D2,DDX24,TACC1,MRS2,LDHA,HEBP2,LLPH,C14orf132,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,FAM129A,TRIM11,YTHDC2,SNX15,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,RYBP,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,PBRM1,ODC1,USP21,TRAM2,FBXO28,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,C1orf74,CTU2,PARP12,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,METTL22,ICAM2,STYXL1,APPL1,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,C19orf53,KLHL21,PDAP1,TMX3,CDCA8,GTF3A,SLC12A9,TUBGCP2,DNAJB9,HOMER1,WBP1L,POLR1B,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,HIPK3,IFI16,TXN,NUP188,H2AFZ,PNISR,PRKCSH,USP39,UBE2I,SLC25A37,ASPHD2,RAB4A,TRA2B,TAF5L,CISD2,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,RRM1,ACAP1,B4GALT1,FAM136A,SUPT7L,TMEM165,CNOT3,NPLOC4,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,MSH2,PIGG,FBXL7,OSTF1,SYTL3,FAM171A1,APOL1,GCC2,PRIM2,ELL2,RDH10,MFNG,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,PRPF4B,ADAM23,NDUFS1,MECP2,SECISBP2,HMG20A,WWP2,SLC25A36,JAKMIP1,CCNK,DNAJC8,ELP5,AXIN2,CITED2,JMJD4,KAT2A,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,PPP1R11,DDX5,WDR62,TAF6,ESPL1,DDB1,DEF6,FAM83G,IPO4,UBL3,PIGM,NAT9,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,CCDC71L,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,C12orf75,STAT3,MYO5A,NIPAL3,TXNL1,DCAF6,FAM49B,TMEM39A,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,SERF1B,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,CNTROB,PPP1R16B,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,MPG,MATR3,CYB5A,NCDN,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,SARNP,IVNS1ABP,MON1B,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,ZCCHC2,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,RNPS1,CDCA2,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TMX1,HNRNPM,MFSD12,LDHB,PPP3CA,NUDT8,POLK,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,LRRC14,NUS1,SLC27A4,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,ATP6V0B,PDK2,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,DNAJC9,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,PSMD3,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ATXN7L2,CDC40,GOLIM4,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,BZW2,WRNIP1,TMA7,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,ASAP2,SNUPN,CNPY4,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,DDX28,PIP4K2C,FAM133B,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,CAST,SUZ12,RPS6KA1,RAC1,GPR89A,OLA1,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,GAR1,PSMB9,POLG2,DHX57,NSA2,HSPA4,MRPL55,JAK1,GOLGA8A,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNPY3,UBE2M,IFT46,TSHZ1,ZFP64,STRIP1,DENND4C,WDR18,ILF3,LRRC1,RHOT1,MARK2,TSR2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,TFDP1,STX18,KHSRP,ASNA1,SSSCA1,VPS29,BYSL,S100PBP,MIB2,PTMS,NOP2,UBN1,DCAF15,NF1,ALKBH5,UBE2Z,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,ABHD5,UBTF,CXXC4,PAF1,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,ZFP90,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,F2R,FAM3A,TMEM14C,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,CDS2,MAGEH1,EYA1,MRPS26,LETMD1,KLF13,RGS1,HDDC2,MAN1A1,FBXO5,GART,TANK,PELO,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,MBD6,SRSF3,IDH3B,TATDN1,ATP6V1C1,TSC2,LACTB2,CMTM6,ZNF275,ANKRD39,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,PDCD4,SMNDC1,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,CD59,RIMS3,MEGF8,EFTUD2,FBXO7,MRPL21,LUC7L2,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,TRIM41,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,GLRX3,STMN1,REPS1,CBWD5,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,CPNE1,SEC61B,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,PMVK,IFT27,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,TET3,FANCL,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,CELSR2,SEPT9,RBX1,APH1A,CKAP2L,PSMG1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,RBM38,NMT2,IRF5,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,SIL1,DTD1,UNC13C,SART1,TRAF7,NDUFAF2,TOR1AIP1,LAGE3,TM9SF3,ZFYVE21,RRAGC,OIP5,NRF1,WDR44,PPME1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,POLR2G,KIAA0040,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SLC22A23,H3F3A,CHID1,SMAD4,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,GXYLT1,LUZP1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,CBFB,RFC2,RAB2B,PRIM1,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,BTF3,PTPDC1,NMD3,PTOV1,DNAJC5,SCOC,DHPS,POLR2K,ANKH,VAV2,PRKAA1,C16orf87,GSPT2,TATDN3,DLGAP4,PXMP2,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,DERL1,HSPBP1,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,RAB11B,UROD,SLC39A13,BCL2L1,NUDT19,DECR1,RALB,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,RNASEH2A,ANKLE2,CDC123,OAF,VDAC2,EDF1,EML4,ERC1,AMZ2,ANKZF1,RAD51C,ZNF282,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,RWDD4,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,B4GALT5,SLC41A1,FAM76A,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FJX1,FUT8,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,OAZ2,NDUFS5,WDR91,POLA2,ZNF76,MTX3,COPA,UQCR10,PHRF1,HMGXB3,ABCB10,COMMD5,MAP1LC3B,DST,RAB35,SIVA1,GPATCH1,TCEA1,DEAF1,SNRNP200,LAP3,NCK1,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,BAZ1B,ACBD4,STK11,CLU,CHEK2,ZSWIM3,TSTD2,MRPL13,CHPT1,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,PCSK7,EPN1,THRAP3,QSOX2,TTF1,NUP205,PRPF18,CHKA,DTL,MED10,ZRANB1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,APOL2,N4BP2L2,CHMP2A,CORO7,FEZ2,UCK2,PMS2,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,NVL,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,PON2,HNRNPR,STAT6,HPS5,MAPK1,BRD9,TMEM33,NAT14,DNAJC2,TRIP12,SCYL1,VPS45,MYO9B,GFM2,SPPL2A,FASTKD3,FGFR3,MZT2A,PPIG,ZDHHC13,TMEM99,H2AFY,NDUFS8,ATG13,ERI3,FBL,SLC35A1,FRMD8,MICAL3,TGFB1,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,SCFD2,NDRG3,CDK11A,MEGF9,ACAT1,CENPT,PLOD3,RAB3IL1,ZSWIM6,RAB14,ADD1,KDM4A,MRPS15,XIAP,DHX8,GLUD1,ANKRD23,PABPC4,CDK5,CALM2,PSMD1,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,PLK3,ZNF672,MRPL43,MCL1,PPFIA3,SMC2,ICMT,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,ST3GAL2,ATP6V0C,FBXL3,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,UBE2QL1,NAGPA,TSPYL4,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,DUSP3,HEXA,RNF139,SNX14,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,ANKIB1,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,NUP107,ANKRD13C,MAVS,CEP63,ATF2,RBM15,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,NUSAP1,NDUFA7,DNAJA1,TAF2,C19orf54,SEC61A1,WDR7,CBLN2,FUS,LRP8,COIL,LRCH1,GALK1,ZNF786,RPS2,SESTD1,TRAK1,SIKE1,AKT1S1,KRI1,FBXO3,ERH,GATC,NDUFB4,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,IMPA2,NUDC,PDPK1,TK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF862,ZNF180,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,SEC16A,SSR1,LIN9,PCNA,ZNF639,TRMU,ETV6,PIK3R2,TXLNA,PPCDC,FAM86C1,MYBL1,CCAR1,MRPL32,ABCC5,BAZ2A,PBXIP1,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SEPT1,SOCS4,QRSL1,PIEZO1,OSGEPL1,GLCCI1,NUDT11,NAA60,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,VMP1,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,PREB,ABCC1,TRAPPC9,AACS,MEMO1,KRAS,UBE4B,NFATC2IP,LY6E,ARPC1A,ZNF174,PSMC4,GOLGA4,PALB2,SYNCRIP,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,SUMO2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,METTL9,MINPP1,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,ZNF700,SCAP,TIMM17A,TOMM6,LTA4H,AP2S1,USP53,INTS2,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,CSNK1A1,AP3S1,RMI1,TFRC,PTPN2,IRF4,STARD9,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,FBXO41,KPNA4,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,YTHDF3,NHLRC3,IKBIP,ELMOD2,KIFC1,DBNDD1,CYB5RL,PARPBP,CDC25B,PRADC1,DNMT1,NOL12,ORAI2,AKT2,NOL8,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,PSMD8,EIF2D,ITGB1,UQCRH,RRS1,ARRB2,RTN3,ZNF598,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,NDUFA4,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,MORC3,TERF2,KCTD20,SEPT8,DCTD,PKM,TOMM40,PATL1,ADSS,SERF2,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,PPP6R2,MAP3K5,YY1,CDK2,RNF14,ZC3HAV1,SYS1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PAIP2,PHC2,CRKL,TERF2IP,CYHR1,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CCT2,MKLN1,LYRM1,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,C1orf112,TCF3,MRI1,BRAP,AGPAT3,MYNN,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,RBM17,MAT2B,PTEN,CENPJ,OSTC,CREB1,NCOA2,PACS2,SMC4,NEK7,NET1,PARP4,TBRG4,ANAPC2,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,TMEM184B,ST13,DNAJC24,ZNF107,SLC29A1,KIF2C,AGFG1,SIRT2,USP48,SNRPD3,UBQLN2,FKBP2,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,JOSD1,NDUFB9,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,PSMC1,SLC12A7,TBC1D12,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,BANF1,ZNF335,BUD31,YBX1,KNTC1,UBE3C,ACAD8,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,SEPT7,NAP1L1,ODF2,EXOC4,NUP62,PITPNA,KIAA1328,NAA20,PTDSS1,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,IRF3,CHKB,TWF2,PAIP1,ANKRD28,FARSA,ANKLE1,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,TMEM41A,DAP3,ZNF317,GADD45B,AKNA,REEP4,CBX4,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,SAC3D1,CTNNBL1,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,HMGN1,ADAM17,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,PLAA,ATAD2,ZNF330,OSBPL8,KBTBD7,PREPL atypical atypical 0.037640455144525 -3.27967587229436 518 92 0.0355624275222265 2587 17385 112858,6195,5894,23451,1457,6597,5566,4067,1432,11344,29904,1020,27,1031,23683,5164,488,10783,57147,51755,6733,5347,1263,79956,4893,23476,208,55872,9874,9448,7884,9088,9212,9262,10155,4216,3716,10236,1198,10922,3984,11329,28996,6794,11200,6041,5594,4089,55844,8899,2130,7204,5562,57410,8621,203054,440275,1452,55681,5925,2261,10075,5728,9343,1612,5261,818,1456,5170,1455,7128,140609,8491,27102,3845,8289,4221,2011,5605,1613,5595,84930,10935,5597,4217,254065,26750,1017,29959,3265,10114,1029 TP53RK,RPS6KA1,RAF1,SF3B1,CSNK2A1,SMARCA4,PRKACA,LYN,MAPK14,TWF2,EEF2K,CDK5,ABL2,CDKN2C,PRKD3,PDK2,ATP2A2,NEK6,SCYL3,CDK12,SRPK2,PLK1,PLK3,ERMP1,NRAS,BRD4,AKT2,PBK,TLK1,MAP4K4,SLBP,PKMYT1,AURKB,STK17B,TRIM28,MAP3K4,JAK1,HNRNPR,CLK3,FASTK,LIMK1,STK38,HIPK2,STK11,CHEK2,RNASEL,MAPK1,SMAD4,PPP2R2D,PRPF4B,EWSR1,TRIO,PRKAA1,SCYL1,CDK13,ADCK5,EIF2AK4,CSNK1A1,SCYL2,RB1,FGFR3,HUWE1,PTEN,EFTUD2,DAPK1,PHKG2,CAMK2G,CSNK1G3,PDPK1,CSNK1G2,TNFAIP3,NEK7,MAP4K3,EIF2AK1,KRAS,ARID1A,MEN1,MARK2,MAP2K2,DAPK3,MAPK3,MASTL,PRDX3,MAPK6,MAP3K5,BRWD3,RPS6KC1,CDK2,NRBP1,HRAS,HIPK3,CDKN2A breast-carcinoma-luminal_NS_carcinoma breast-carcinoma-luminal_NS_carcinoma 0.0379896637509462 -3.27044116281029 52 13 0.0050251256281407 2587 17385 2261,5925,21,9817,4893,5728,9744,3845,672,348654,3265,1029,2956 FGFR3,RB1,ABCA3,KEAP1,NRAS,PTEN,ACAP1,KRAS,BRCA1,GEN1,HRAS,CDKN2A,MSH6 luminal_NS_carcinoma luminal_NS_carcinoma 0.0379896637509462 -3.27044116281029 52 13 0.0050251256281407 2587 17385 2261,5925,21,9817,4893,5728,9744,3845,672,348654,3265,1029,2956 FGFR3,RB1,ABCA3,KEAP1,NRAS,PTEN,ACAP1,KRAS,BRCA1,GEN1,HRAS,CDKN2A,MSH6 ovary-carcinoma-adenocarcinoma ovary-carcinoma-adenocarcinoma 0.0379910006901513 -3.27040597124636 192 38 0.0146888287591805 2587 17385 9320,4763,23451,53371,23389,440275,4853,56897,1031,23225,5728,10598,4436,9716,6774,79366,79607,51426,7428,55700,3845,8289,23085,2778,79026,79735,23640,54502,3716,6294,10868,6794,29062,4649,4089,3265,8086,1029 TRIP12,NF1,SF3B1,NUP54,MED13L,EIF2AK4,NOTCH2,WRNIP1,CDKN2C,NUP210,PTEN,AHSA1,MSH2,AQR,STAT3,HMGN5,FAM118B,POLK,VHL,MAP7D1,KRAS,ARID1A,ERC1,GNAS,AHNAK,TBC1D17,HSPBP1,RBM47,JAK1,SAFB,USP20,STK11,WDR91,MYO9A,SMAD4,HRAS,AAAS,CDKN2A acinar_adenocarcinoma acinar_adenocarcinoma 0.0380154950215532 -3.2697614386437 27 8 0.00309238500193274 2587 17385 3799,2261,3845,6794,4893,5728,27436,4089 KIF5B,FGFR3,KRAS,STK11,NRAS,PTEN,EML4,SMAD4 neoplasm neoplasm 0.0383798796048265 -3.2602219253323 15237 2295 0.887127947429455 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,WDHD1,MIER2,DIDO1,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,MPV17,COX5A,SMAD1,ANXA11,SLC25A33,ZNF720,SEC61G,GGA1,MUM1,CCZ1,TRIO,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,ERV3-1,SMC3,C4orf3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,RHOG,EXOC3,VTI1A,INO80E,SLC35B2,RCOR3,LCLAT1,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,IDH3A,POLR2D,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,GOLM1,ZBTB45,HUWE1,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,SPTAN1,STAU1,TCTEX1D2,DDX24,TACC1,MRS2,LDHA,HEBP2,LLPH,C14orf132,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,FAM129A,TRIM11,YTHDC2,SNX15,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,RYBP,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,PBRM1,ODC1,USP21,TRAM2,FBXO28,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,C1orf74,CTU2,PARP12,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,METTL22,ICAM2,STYXL1,APPL1,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,C19orf53,KLHL21,PDAP1,TMX3,CDCA8,GTF3A,SLC12A9,TUBGCP2,DNAJB9,HOMER1,WBP1L,POLR1B,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,HIPK3,IFI16,TXN,NUP188,H2AFZ,PNISR,PRKCSH,USP39,UBE2I,SLC25A37,ASPHD2,RAB4A,TRA2B,TAF5L,CISD2,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,RRM1,ACAP1,B4GALT1,FAM136A,SUPT7L,TMEM165,CNOT3,NPLOC4,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,MSH2,PIGG,FBXL7,OSTF1,SYTL3,FAM171A1,APOL1,GCC2,PRIM2,ELL2,RDH10,MFNG,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,PRPF4B,ADAM23,NDUFS1,MECP2,SECISBP2,HMG20A,WWP2,SLC25A36,JAKMIP1,CCNK,DNAJC8,ELP5,AXIN2,CITED2,JMJD4,KAT2A,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,PPP1R11,DDX5,WDR62,TAF6,ESPL1,DDB1,DEF6,FAM83G,IPO4,UBL3,PIGM,NAT9,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,CCDC71L,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,C12orf75,STAT3,MYO5A,NIPAL3,TXNL1,DCAF6,FAM49B,TMEM39A,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,SERF1B,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,PIGQ,CNTROB,PPP1R16B,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,MPG,MATR3,CYB5A,NCDN,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,SARNP,IVNS1ABP,MON1B,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,ZCCHC2,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,RNPS1,CDCA2,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TMX1,HNRNPM,MFSD12,LDHB,PPP3CA,NUDT8,POLK,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,LRRC14,NUS1,SLC27A4,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,ATP6V0B,PDK2,STRBP,DUS4L,PDCD2,SAP30L,SLC39A9,CLPTM1,DNAJC9,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,PSMD3,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ATXN7L2,CDC40,GOLIM4,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,BZW2,WRNIP1,TMA7,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,ASAP2,SNUPN,CNPY4,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,DDX28,PIP4K2C,FAM133B,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,CAST,SUZ12,RPS6KA1,RAC1,GPR89A,OLA1,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,GAR1,PSMB9,POLG2,DHX57,NSA2,HSPA4,JAK1,GOLGA8A,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNPY3,UBE2M,IFT46,TSHZ1,ZFP64,STRIP1,DENND4C,WDR18,ILF3,LRRC1,RHOT1,MARK2,TSR2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,TFDP1,STX18,KHSRP,ASNA1,SSSCA1,VPS29,BYSL,S100PBP,MIB2,PTMS,NOP2,UBN1,DCAF15,NF1,ALKBH5,UBE2Z,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,ABHD5,UBTF,CXXC4,PAF1,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,ZFP90,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,F2R,FAM3A,TMEM14C,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,CDS2,MAGEH1,EYA1,MRPS26,LETMD1,KLF13,RGS1,HDDC2,MAN1A1,FBXO5,GART,TANK,PELO,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,MBD6,SRSF3,IDH3B,TATDN1,ATP6V1C1,TSC2,LACTB2,CMTM6,ZNF275,ANKRD39,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,ECD,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,PDCD4,SMNDC1,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,CD59,RIMS3,MEGF8,EFTUD2,FBXO7,MRPL21,LUC7L2,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,TRIM41,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,GLRX3,STMN1,REPS1,CBWD5,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,CPNE1,SEC61B,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,PMVK,IFT27,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,TET3,FANCL,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,CELSR2,SEPT9,RBX1,APH1A,CKAP2L,PSMG1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,RBM38,NMT2,IRF5,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,SIL1,DTD1,UNC13C,SART1,TRAF7,NDUFAF2,TOR1AIP1,LAGE3,TM9SF3,ZFYVE21,RRAGC,OIP5,NRF1,WDR44,PPME1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,POLR2G,KIAA0040,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SLC22A23,H3F3A,CHID1,SMAD4,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,GXYLT1,LUZP1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,NOL11,FIZ1,ZNF200,SLC26A2,SRP72,KLF10,LACTB,CBFB,RFC2,RAB2B,PRIM1,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,BTF3,PTPDC1,NMD3,PTOV1,DNAJC5,SCOC,DHPS,POLR2K,ANKH,VAV2,PRKAA1,C16orf87,TATDN3,DLGAP4,PXMP2,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,DERL1,HSPBP1,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,RAB11B,UROD,SLC39A13,BCL2L1,NUDT19,DECR1,RALB,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,RNASEH2A,ANKLE2,CDC123,OAF,VDAC2,EDF1,ERC1,AMZ2,ANKZF1,RAD51C,ZNF282,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,RWDD4,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,B4GALT5,SLC41A1,FAM76A,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FJX1,FUT8,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,OAZ2,NDUFS5,WDR91,POLA2,ZNF76,MTX3,COPA,UQCR10,PHRF1,HMGXB3,ABCB10,MAP1LC3B,DST,RAB35,SIVA1,GPATCH1,TCEA1,DEAF1,SNRNP200,LAP3,NCK1,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,BAZ1B,ACBD4,STK11,CLU,CHEK2,ZSWIM3,TSTD2,MRPL13,CHPT1,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,PCSK7,EPN1,THRAP3,QSOX2,TTF1,NUP205,PRPF18,CHKA,DTL,MED10,ZRANB1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,NUDT4,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,APOL2,N4BP2L2,CHMP2A,CORO7,FEZ2,UCK2,PMS2,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,NVL,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,PON2,HNRNPR,STAT6,HPS5,MAPK1,BRD9,TMEM33,NAT14,DNAJC2,TRIP12,SCYL1,VPS45,MYO9B,GFM2,SPPL2A,FASTKD3,FGFR3,MZT2A,PPIG,ZDHHC13,TMEM99,H2AFY,NDUFS8,ATG13,ERI3,FBL,SLC35A1,FRMD8,MICAL3,TGFB1,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,SCFD2,NDRG3,CDK11A,MEGF9,ACAT1,CENPT,PLOD3,RAB3IL1,ZSWIM6,RAB14,ADD1,KDM4A,MRPS15,XIAP,DHX8,GLUD1,ANKRD23,PABPC4,CDK5,CALM2,PSMD1,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,PLK3,ZNF672,MRPL43,MCL1,PPFIA3,SMC2,ICMT,LIMK1,ZNF689,PRDX5,ATE1,MLYCD,ST3GAL2,ATP6V0C,FBXL3,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,UBE2QL1,NAGPA,TSPYL4,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,DUSP3,HEXA,RNF139,SNX14,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,ANKIB1,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,NUP107,ANKRD13C,MAVS,CEP63,ATF2,RBM15,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,NUSAP1,NDUFA7,DNAJA1,TAF2,C19orf54,SEC61A1,WDR7,CBLN2,FUS,LRP8,COIL,LRCH1,GALK1,ZNF786,RPS2,SESTD1,TRAK1,SIKE1,AKT1S1,KRI1,FBXO3,ERH,GATC,NDUFB4,PPP1R8,PRDM4,GTSE1,GEMIN6,DCP1A,SGCB,IMPA2,NUDC,PDPK1,TK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF862,ZNF180,KEAP1,POLE,TATDN2,PITX1,CAPN7,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDC42SE2,S1PR2,CDIPT,SEC16A,SSR1,LIN9,PCNA,ZNF639,TRMU,ETV6,PIK3R2,TXLNA,PPCDC,FAM86C1,MYBL1,CCAR1,MRPL32,ABCC5,PBXIP1,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SEPT1,SOCS4,QRSL1,PIEZO1,OSGEPL1,GLCCI1,NUDT11,NAA60,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,VMP1,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,PREB,ABCC1,TRAPPC9,AACS,MEMO1,KRAS,UBE4B,NFATC2IP,LY6E,ARPC1A,ZNF174,PSMC4,GOLGA4,PALB2,SYNCRIP,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,SUMO2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,METTL9,MINPP1,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,ZNF700,SCAP,TIMM17A,TOMM6,LTA4H,AP2S1,USP53,INTS2,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,CSNK1A1,AP3S1,RMI1,TFRC,PTPN2,IRF4,STARD9,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,FBXO41,KPNA4,BIRC5,TFE3,SNAP29,CDCA7L,PKD2,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,YTHDF3,NHLRC3,IKBIP,ELMOD2,KIFC1,DBNDD1,CYB5RL,PARPBP,CDC25B,PRADC1,DNMT1,NOL12,ORAI2,AKT2,NOL8,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,PSMD8,EIF2D,ITGB1,UQCRH,RRS1,ARRB2,RTN3,ZNF598,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,NDUFA4,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,MORC3,TERF2,KCTD20,SEPT8,DCTD,PKM,TOMM40,PATL1,ADSS,SERF2,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,PPP6R2,MAP3K5,YY1,CDK2,RNF14,ZC3HAV1,SYS1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PAIP2,PHC2,CRKL,TERF2IP,CYHR1,ZNF75D,SHC1,UCHL5,NAA35,TMBIM1,CCT2,MKLN1,LYRM1,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,ACYP1,STAT1,PPA2,TRIM32,RHEBL1,C1orf112,TCF3,MRI1,BRAP,AGPAT3,MYNN,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,RBM17,MAT2B,PTEN,CENPJ,OSTC,CREB1,NCOA2,PACS2,SMC4,NEK7,NET1,PARP4,TBRG4,ANAPC2,YIF1A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,TMEM184B,ST13,DNAJC24,ZNF107,SLC29A1,KIF2C,AGFG1,SIRT2,USP48,SNRPD3,UBQLN2,FKBP2,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,JOSD1,NDUFB9,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,PSMC1,SLC12A7,TBC1D12,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,BANF1,ZNF335,BUD31,YBX1,KNTC1,UBE3C,ACAD8,ZNF189,KDELR1,TSTA3,CIC,OXR1,SEPT7,NAP1L1,ODF2,EXOC4,NUP62,PITPNA,KIAA1328,NAA20,PTDSS1,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,IRF3,CHKB,TWF2,PAIP1,ANKRD28,FARSA,ANKLE1,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,TMEM41A,DAP3,ZNF317,GADD45B,AKNA,REEP4,CBX4,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,SAC3D1,CTNNBL1,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,HMGN1,ADAM17,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,PLAA,ATAD2,ZNF330,OSBPL8,KBTBD7,PREPL buttock buttock 0.0388712261405617 -3.24750098996511 68 16 0.00618477000386548 2587 17385 3799,8897,114825,5925,4893,55596,9107,3845,4853,23085,3265,4000,4644,1029,3105,1639 KIF5B,MTMR3,PWWP2A,RB1,NRAS,ZCCHC8,MTMR6,KRAS,NOTCH2,ERC1,HRAS,LMNA,MYO5A,CDKN2A,HLA-A,DCTN1 haematopoietic_and_lymphoid_tissue-pharynx-haematopoietic_neoplasm-blastic_plasmacytoid_dendritic_cell_neoplasm haematopoietic_and_lymphoid_tissue-pharynx-haematopoietic_neoplasm-blastic_plasmacytoid_dendritic_cell_neoplasm 0.0389154977275316 -3.24636270853228 47 12 0.00463857750289911 2587 17385 2778,2261,5925,4893,5728,7428,5781,3845,6794,3265,4089,1029 GNAS,FGFR3,RB1,NRAS,PTEN,VHL,PTPN11,KRAS,STK11,HRAS,SMAD4,CDKN2A ovary-low_malignant_potential_(borderline)_tumour-serous ovary-low_malignant_potential_(borderline)_tumour-serous 0.0393432221933318 -3.23543156308833 32 9 0.00347893312717433 2587 17385 2261,5925,5728,57120,3845,672,4089,3265,1029 FGFR3,RB1,PTEN,GOPC,KRAS,BRCA1,SMAD4,HRAS,CDKN2A central_nervous_system-third_ventricle-glioma-astrocytoma_Grade_I central_nervous_system-third_ventricle-glioma-astrocytoma_Grade_I 0.0397587956495741 -3.2249241881562 37 10 0.00386548125241593 2587 17385 2778,2261,4893,5728,5781,1185,3845,3265,5605,1029 GNAS,FGFR3,NRAS,PTEN,PTPN11,CLCN6,KRAS,HRAS,MAP2K2,CDKN2A ovary-low_malignant_potential_(borderline)_tumour-mucinous ovary-low_malignant_potential_(borderline)_tumour-mucinous 0.0397587956495741 -3.2249241881562 37 10 0.00386548125241593 2587 17385 2778,2261,4893,5728,23451,3845,672,8289,4089,1029 GNAS,FGFR3,NRAS,PTEN,SF3B1,KRAS,BRCA1,ARID1A,SMAD4,CDKN2A adrenal_gland-adrenal_gland-adrenal_cortical_adenoma-aldosterone_producing adrenal_gland-adrenal_gland-adrenal_cortical_adenoma-aldosterone_producing 0.0400208871485637 -3.21835378244197 90 20 0.00773096250483185 2587 17385 55095,1788,4893,79836,3845,84447,23398,4650,4221,2778,9231,476,114882,51586,129450,5781,7528,10531,3265,10057 SAMD4B,DNMT3A,NRAS,LONRF3,KRAS,SYVN1,PPWD1,MYO9B,MEN1,GNAS,DLG5,ATP1A1,OSBPL8,MED15,TYW5,PTPN11,YY1,PITRM1,HRAS,ABCC5 endometrium-carcinoma-clear_cell_carcinoma endometrium-carcinoma-clear_cell_carcinoma 0.040393251003586 -3.20909256233685 18 6 0.00231928875144956 2587 17385 3845,8289,4893,5728,3265,1029 KRAS,ARID1A,NRAS,PTEN,HRAS,CDKN2A haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-marginal_zone_lymphoma haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-marginal_zone_lymphoma 0.040393251003586 -3.20909256233685 18 6 0.00231928875144956 2587 17385 1031,4853,330,7128,6774,1029 CDKN2C,NOTCH2,BIRC3,TNFAIP3,STAT3,CDKN2A haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-anaplastic_large_cell_lymphoma haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-anaplastic_large_cell_lymphoma 0.040393251003586 -3.20909256233685 18 6 0.00231928875144956 2587 17385 3845,4893,10342,6774,471,1029 KRAS,NRAS,TFG,STAT3,ATIC,CDKN2A ex-pleomorphic_adenoma_carcinoma ex-pleomorphic_adenoma_carcinoma 0.040393251003586 -3.20909256233685 18 6 0.00231928875144956 2587 17385 3845,6794,4893,5728,3265,4089 KRAS,STK11,NRAS,PTEN,HRAS,SMAD4 salivary_gland-carcinoma-ex-pleomorphic_adenoma_carcinoma salivary_gland-carcinoma-ex-pleomorphic_adenoma_carcinoma 0.040393251003586 -3.20909256233685 18 6 0.00231928875144956 2587 17385 3845,6794,4893,5728,3265,4089 KRAS,STK11,NRAS,PTEN,HRAS,SMAD4 stomach stomach 0.0428769779118816 -3.14942024250454 16028 2407 0.930421337456513 2587 17385 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,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,CYLD,UGP2,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,ATP6V0B,PDK2,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,DNAJC9,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,PGRMC1,GLG1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,ASAP2,SNUPN,CNPY4,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SNX18,CTPS1,ATP6V0A2,PIKFYVE,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,FAM133B,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,CAST,SUZ12,RPS6KA1,RAC1,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,CDKN1B,TNPO2,TALDO1,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,GAR1,PSMB9,POLG2,DHX57,NSA2,HSPA4,MRPL55,JAK1,GOLGA8A,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TSHZ1,ZFP64,STRIP1,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,TSR2,ECH1,PRDX1,PLD3,NUCB1,GNA12,FBXO21,C1orf131,PRDX3,PFDN4,HNRNPH3,TFDP1,STX18,KHSRP,ASNA1,CPEB2,VPS29,BYSL,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,UBE2Z,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,METTL14,IMPAD1,ZNHIT6,RCSD1,PHTF1,SRI,KIF22,ZBTB22,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,CXXC4,UBTF,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,KIFAP3,BCL2,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,GNAS,TSC1,RBM25,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,MRPL42,EYA1,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,ZRANB2,SRSF3,MBD6,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,NUTF2,ARF4,GINS4,KRIT1,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,PDCD4,SMNDC1,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,HAUS2,COPB2,TFAP4,CD59,RNFT1,MEGF8,RIMS3,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,GLRX3,STMN1,C19orf48,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,SZRD1,CGGBP1,CPNE1,SEC61B,FAM118B,GOPC,E2F3,RPL38,CRNKL1,PFKFB3,GORAB,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,RNF38,SNRPG,CENPBD1,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,TTPAL,UTP20,MAGT1,GPS2,DBI,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,SLC44A1,MTPN,ASB6,PLK1,RPP25,CELSR2,SEPT9,RBX1,APH1A,RAD51AP1,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,LUC7L,LSG1,NECAP2,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,NMT2,IRF5,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,NRF1,WDR44,PPME1,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,UNK,CMAS,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,GXYLT1,LUZP1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRSF10,SRP72,KLF10,LACTB,RFC2,RAB2B,PRIM1,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,DNAJC5,DHPS,POLR2K,ANKH,PRKAA1,VAV2,GSPT2,TATDN3,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,DERL1,MTHFD2,HSPBP1,CEBPG,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,N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B,SYMPK,TARS,SNRPA,MAPK3,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL haematopoietic_and_lymphoid_tissue-skin-lymphoid_neoplasm-mycosis_fungoides-Sezary_syndrome haematopoietic_and_lymphoid_tissue-skin-lymphoid_neoplasm-mycosis_fungoides-Sezary_syndrome 0.0437217549823305 -3.12990947507207 53 13 0.0050251256281407 2587 17385 2261,5925,4893,3716,5229,5728,7428,23451,6794,3845,6774,3265,1029 FGFR3,RB1,NRAS,JAK1,PGGT1B,PTEN,VHL,SF3B1,STK11,KRAS,STAT3,HRAS,CDKN2A mycosis_fungoides-Sezary_syndrome mycosis_fungoides-Sezary_syndrome 0.0437217549823305 -3.12990947507207 53 13 0.0050251256281407 2587 17385 2261,5925,4893,3716,5229,5728,7428,23451,6794,3845,6774,3265,1029 FGFR3,RB1,NRAS,JAK1,PGGT1B,PTEN,VHL,SF3B1,STK11,KRAS,STAT3,HRAS,CDKN2A inflammatory_myofibroblastic_tumour inflammatory_myofibroblastic_tumour 0.0444843652793701 -3.11261749358164 23 7 0.00270583687669115 2587 17385 22872,3845,2521,10342,471,2120,1639 SEC31A,KRAS,FUS,TFG,ATIC,ETV6,DCTN1 soft_tissue-fibrous_tissue_and_uncertain_origin-inflammatory_myofibroblastic_tumour soft_tissue-fibrous_tissue_and_uncertain_origin-inflammatory_myofibroblastic_tumour 0.0444843652793701 -3.11261749358164 23 7 0.00270583687669115 2587 17385 22872,3845,2521,10342,471,2120,1639 SEC31A,KRAS,FUS,TFG,ATIC,ETV6,DCTN1 biliary_tract-gallbladder-other-adenoma biliary_tract-gallbladder-other-adenoma 0.0444843652793701 -3.11261749358164 23 7 0.00270583687669115 2587 17385 2778,2261,3845,4893,5728,27436,3265 GNAS,FGFR3,KRAS,NRAS,PTEN,EML4,HRAS biliary_tract-gallbladder-other-dysplasia-carcinoma_in_situ biliary_tract-gallbladder-other-dysplasia-carcinoma_in_situ 0.0444843652793701 -3.11261749358164 23 7 0.00270583687669115 2587 17385 2778,2261,3845,4893,5728,27436,3265 GNAS,FGFR3,KRAS,NRAS,PTEN,EML4,HRAS ovary-carcinoma-mixed_carcinoma ovary-carcinoma-mixed_carcinoma 0.0444843652793701 -3.11261749358164 23 7 0.00270583687669115 2587 17385 3845,672,1788,5728,4089,1029,4436 KRAS,BRCA1,DNMT3A,PTEN,SMAD4,CDKN2A,MSH2 pancreas-other-dysplasia-in_situ_neoplasm pancreas-other-dysplasia-in_situ_neoplasm 0.0451107805249254 -3.09863402500868 48 12 0.00463857750289911 2587 17385 2778,2261,5925,4893,5728,7428,5781,6794,3845,4089,3265,1029 GNAS,FGFR3,RB1,NRAS,PTEN,VHL,PTPN11,STK11,KRAS,SMAD4,HRAS,CDKN2A central_nervous_system-frontal_lobe-glioma-astrocytoma_Grade_IV central_nervous_system-frontal_lobe-glioma-astrocytoma_Grade_IV 0.0451107805249254 -3.09863402500868 48 12 0.00463857750289911 2587 17385 4218,4763,5728,4436,1027,3845,23344,6949,3020,63931,2956,1029 RAB8A,NF1,PTEN,MSH2,CDKN1B,KRAS,ESYT1,TCOF1,H3F3A,MRPS14,MSH6,CDKN2A dysplasia-in_situ_neoplasm dysplasia-in_situ_neoplasm 0.0451107805249254 -3.09863402500868 48 12 0.00463857750289911 2587 17385 2778,2261,5925,4893,5728,7428,5781,6794,3845,4089,3265,1029 GNAS,FGFR3,RB1,NRAS,PTEN,VHL,PTPN11,STK11,KRAS,SMAD4,HRAS,CDKN2A central_nervous_system-temporal_lobe-glioma-astrocytoma_Grade_IV central_nervous_system-temporal_lobe-glioma-astrocytoma_Grade_IV 0.0451107805249254 -3.09863402500868 48 12 0.00463857750289911 2587 17385 22875,79026,4763,5728,55269,4436,3845,3020,55628,8816,1029,2956 ENPP4,AHNAK,NF1,PTEN,PSPC1,MSH2,KRAS,H3F3A,ZNF407,DCAF5,CDKN2A,MSH6 conventional conventional 0.0452843797355667 -3.09479312415602 14 5 0.00193274062620796 2587 17385 3845,2130,4893,3265,1029 KRAS,EWSR1,NRAS,HRAS,CDKN2A soft_tissue-small_round_cell_tumour soft_tissue-small_round_cell_tumour 0.0452843797355667 -3.09479312415602 14 5 0.00193274062620796 2587 17385 2261,3845,2521,2130,23152 FGFR3,KRAS,FUS,EWSR1,CIC large_intestine-rectum-adenoma-tubulovillous large_intestine-rectum-adenoma-tubulovillous 0.0452843797355667 -3.09479312415602 14 5 0.00193274062620796 2587 17385 3845,6794,4893,5728,4089 KRAS,STK11,NRAS,PTEN,SMAD4 small_round_cell_tumour small_round_cell_tumour 0.0452843797355667 -3.09479312415602 14 5 0.00193274062620796 2587 17385 2261,3845,2521,2130,23152 FGFR3,KRAS,FUS,EWSR1,CIC soft_tissue-blood_vessel-haemangioma-epithelioid soft_tissue-blood_vessel-haemangioma-epithelioid 0.0452843797355667 -3.09479312415602 14 5 0.00193274062620796 2587 17385 7248,3845,4893,7249,5728 TSC1,KRAS,NRAS,TSC2,PTEN in_situ_neoplasm in_situ_neoplasm 0.0452843797355667 -3.09479312415602 14 5 0.00193274062620796 2587 17385 2261,4893,5728,3265,1029 FGFR3,NRAS,PTEN,HRAS,CDKN2A large_intestine-rectum-adenoma-tubular large_intestine-rectum-adenoma-tubular 0.0452843797355667 -3.09479312415602 14 5 0.00193274062620796 2587 17385 3845,6794,4893,5728,4089 KRAS,STK11,NRAS,PTEN,SMAD4 spitzoid spitzoid 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 4893,3265,1029 NRAS,HRAS,CDKN2A lung-right_upper_lobe-carcinoma-bronchioloalveolar_adenocarcinoma lung-right_upper_lobe-carcinoma-bronchioloalveolar_adenocarcinoma 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 3799,3845,27436 KIF5B,KRAS,EML4 soft_tissue-fibrous_tissue_and_uncertain_origin-nodular_fasciitis soft_tissue-fibrous_tissue_and_uncertain_origin-nodular_fasciitis 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 2778,2521,2120 GNAS,FUS,ETV6 skin-penis-carcinoma-squamous_cell_carcinoma skin-penis-carcinoma-squamous_cell_carcinoma 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 6794,3265,1029 STK11,HRAS,CDKN2A skin-buttock-benign_melanocytic_nevus-blue skin-buttock-benign_melanocytic_nevus-blue 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-upper_leg-benign_melanocytic_nevus skin-upper_leg-benign_melanocytic_nevus 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-lower_leg-benign_melanocytic_nevus skin-lower_leg-benign_melanocytic_nevus 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS ischium ischium 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 2130,3020,1029 EWSR1,H3F3A,CDKN2A skin-upper_leg-carcinoma-Merkel_cell_carcinoma skin-upper_leg-carcinoma-Merkel_cell_carcinoma 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 5925,3845,4893 RB1,KRAS,NRAS salivary_gland-maxillary_sinus-carcinoma-adenoid_cystic_carcinoma salivary_gland-maxillary_sinus-carcinoma-adenoid_cystic_carcinoma 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS stomach-other-hamartoma stomach-other-hamartoma 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 2778,3845,6794 GNAS,KRAS,STK11 bone-femur-chondrosarcoma-dedifferentiated bone-femur-chondrosarcoma-dedifferentiated 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 5925,3265,1029 RB1,HRAS,CDKN2A lymphoepithelioma_like_carcinoma lymphoepithelioma_like_carcinoma 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 3799,3845,27436 KIF5B,KRAS,EML4 skin-upper_arm-benign_melanocytic_nevus-blue skin-upper_arm-benign_melanocytic_nevus-blue 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-shoulder-benign_melanocytic_nevus skin-shoulder-benign_melanocytic_nevus 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-face-other-seborrhoeic_keratosis skin-face-other-seborrhoeic_keratosis 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 2261,3265,5781 FGFR3,HRAS,PTPN11 spindle_cell spindle_cell 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 2778,5925,2521 GNAS,RB1,FUS central_nervous_system-pineal_gland-glioma-astrocytoma_Grade_I central_nervous_system-pineal_gland-glioma-astrocytoma_Grade_I 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS bone-extraskeletal-chondrosarcoma bone-extraskeletal-chondrosarcoma 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 5925,2521,1029 RB1,FUS,CDKN2A skin-upper_arm-benign_melanocytic_nevus skin-upper_arm-benign_melanocytic_nevus 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-face-carcinoma-Merkel_cell_carcinoma skin-face-carcinoma-Merkel_cell_carcinoma 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 5925,3845,4893 RB1,KRAS,NRAS nodular_fasciitis nodular_fasciitis 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 2778,2521,2120 GNAS,FUS,ETV6 skin-leg-other-atypical_Spitzoid_tumour skin-leg-other-atypical_Spitzoid_tumour 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 4893,3265,1029 NRAS,HRAS,CDKN2A salivary_gland-pharynx-carcinoma-adenoid_cystic_carcinoma salivary_gland-pharynx-carcinoma-adenoid_cystic_carcinoma 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-forearm-malignant_melanoma-superficial_spreading skin-forearm-malignant_melanoma-superficial_spreading 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-upper_leg-benign_melanocytic_nevus-blue skin-upper_leg-benign_melanocytic_nevus-blue 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS clavicle clavicle 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 5925,2521,1029 RB1,FUS,CDKN2A skin-chest-benign_melanocytic_nevus skin-chest-benign_melanocytic_nevus 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS maxillary_sinus maxillary_sinus 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS large_intestine-appendix-carcinoma-adenocarcinoma large_intestine-appendix-carcinoma-adenocarcinoma 0.0463252389868095 -3.07206834790746 6 3 0.00115964437572478 2587 17385 2778,3845,4089 GNAS,KRAS,SMAD4 mandible mandible 0.0465098848366055 -3.06809041184884 28 8 0.00309238500193274 2587 17385 2778,3845,2521,2130,4893,79577,3265,1029 GNAS,KRAS,FUS,EWSR1,NRAS,CDC73,HRAS,CDKN2A lip lip 0.0465098848366055 -3.06809041184884 28 8 0.00309238500193274 2587 17385 2261,4893,5728,7428,3845,4853,3265,1029 FGFR3,NRAS,PTEN,VHL,KRAS,NOTCH2,HRAS,CDKN2A central_nervous_system-occipital_lobe-glioma-astrocytoma_Grade_IV central_nervous_system-occipital_lobe-glioma-astrocytoma_Grade_IV 0.0465098848366055 -3.06809041184884 28 8 0.00309238500193274 2587 17385 27102,23762,3020,4763,5728,1029,2956,4436 EIF2AK1,OSBP2,H3F3A,NF1,PTEN,CDKN2A,MSH6,MSH2 genital_tract-extragonadal-germ_cell_tumour-mixed genital_tract-extragonadal-germ_cell_tumour-mixed 0.0465098848366055 -3.06809041184884 28 8 0.00309238500193274 2587 17385 23523,3845,4893,22992,4763,5728,3265,8745 CABIN1,KRAS,NRAS,KDM2A,NF1,PTEN,HRAS,ADAM23 mucinous mucinous 0.0470157375952089 -3.05727289086805 38 10 0.00386548125241593 2587 17385 2778,2261,4893,5728,23451,3845,672,8289,4089,1029 GNAS,FGFR3,NRAS,PTEN,SF3B1,KRAS,BRCA1,ARID1A,SMAD4,CDKN2A cutaneous_T_cell_lymphoma cutaneous_T_cell_lymphoma 0.0472003654213524 -3.05335364444279 33 9 0.00347893312717433 2587 17385 2261,5925,4893,5728,7428,6794,3845,3265,1029 FGFR3,RB1,NRAS,PTEN,VHL,STK11,KRAS,HRAS,CDKN2A haematopoietic_and_lymphoid_tissue-skin-lymphoid_neoplasm-cutaneous_T_cell_lymphoma haematopoietic_and_lymphoid_tissue-skin-lymphoid_neoplasm-cutaneous_T_cell_lymphoma 0.0472003654213524 -3.05335364444279 33 9 0.00347893312717433 2587 17385 2261,5925,4893,5728,7428,6794,3845,3265,1029 FGFR3,RB1,NRAS,PTEN,VHL,STK11,KRAS,HRAS,CDKN2A clear_cell_papillary_renal_cell_carcinoma clear_cell_papillary_renal_cell_carcinoma 0.0486531793592227 -3.02303812080564 10 4 0.00154619250096637 2587 17385 3845,4893,5728,7428 KRAS,NRAS,PTEN,VHL central_nervous_system-frontal_lobe-glioma-astrocytoma_Grade_III central_nervous_system-frontal_lobe-glioma-astrocytoma_Grade_III 0.0486531793592227 -3.02303812080564 10 4 0.00154619250096637 2587 17385 3845,3020,5728,1029 KRAS,H3F3A,PTEN,CDKN2A upper_aerodigestive_tract-sinonasal_and_nasal_cavity-carcinoma-adenocarcinoma upper_aerodigestive_tract-sinonasal_and_nasal_cavity-carcinoma-adenocarcinoma 0.0486531793592227 -3.02303812080564 10 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A kidney-carcinoma-clear_cell_papillary_renal_cell_carcinoma kidney-carcinoma-clear_cell_papillary_renal_cell_carcinoma 0.0486531793592227 -3.02303812080564 10 4 0.00154619250096637 2587 17385 3845,4893,5728,7428 KRAS,NRAS,PTEN,VHL bone-chondrosarcoma-dedifferentiated bone-chondrosarcoma-dedifferentiated 0.0486531793592227 -3.02303812080564 10 4 0.00154619250096637 2587 17385 2778,2130,4893,1029 GNAS,EWSR1,NRAS,CDKN2A genital_tract-extragonadal-germ_cell_tumour-non_seminoma genital_tract-extragonadal-germ_cell_tumour-non_seminoma 0.0486531793592227 -3.02303812080564 10 4 0.00154619250096637 2587 17385 3845,4893,4763,5728 KRAS,NRAS,NF1,PTEN elbow elbow 0.0486531793592227 -3.02303812080564 10 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A central_nervous_system-parietooccipital-glioma-oligodendroglioma_Grade_II central_nervous_system-parietooccipital-glioma-oligodendroglioma_Grade_II 0.0486531793592227 -3.02303812080564 10 4 0.00154619250096637 2587 17385 1031,3020,4763,5728 CDKN2C,H3F3A,NF1,PTEN epithelioid_sarcoma epithelioid_sarcoma 0.0486531793592227 -3.02303812080564 10 4 0.00154619250096637 2587 17385 3845,2130,4893,3265 KRAS,EWSR1,NRAS,HRAS stomach-carcinoid-endocrine_tumour stomach-carcinoid-endocrine_tumour 0.0486531793592227 -3.02303812080564 10 4 0.00154619250096637 2587 17385 3845,4221,5728,1029 KRAS,MEN1,PTEN,CDKN2A soft_tissue-fibrous_tissue_and_uncertain_origin-epithelioid_sarcoma soft_tissue-fibrous_tissue_and_uncertain_origin-epithelioid_sarcoma 0.0486531793592227 -3.02303812080564 10 4 0.00154619250096637 2587 17385 3845,2130,4893,3265 KRAS,EWSR1,NRAS,HRAS skin-back-malignant_melanoma-nodular skin-back-malignant_melanoma-nodular 0.0486531793592227 -3.02303812080564 10 4 0.00154619250096637 2587 17385 3845,4893,3265,1029 KRAS,NRAS,HRAS,CDKN2A large_intestine-left-carcinoma-adenocarcinoma large_intestine-left-carcinoma-adenocarcinoma 0.0486531793592227 -3.02303812080564 10 4 0.00154619250096637 2587 17385 3845,6794,1029,4436 KRAS,STK11,CDKN2A,MSH2 aldosterone_producing aldosterone_producing 0.0490649357015058 -3.01461063980032 92 20 0.00773096250483185 2587 17385 55095,1788,4893,79836,3845,84447,23398,4650,4221,2778,9231,476,114882,51586,129450,5781,7528,10531,3265,10057 SAMD4B,DNMT3A,NRAS,LONRF3,KRAS,SYVN1,PPWD1,MYO9B,MEN1,GNAS,DLG5,ATP1A1,OSBPL8,MED15,TYW5,PTPN11,YY1,PITRM1,HRAS,ABCC5 ovary ovary 0.0507481472424859 -2.98088016926388 15237 2293 0.886354851178972 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ANXA11,SLC25A33,ZNF720,GGA1,MUM1,CCZ1,TRIO,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,PDXP,SMC3,C4orf3,GEMIN4,MVP,NUP85,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,EXOC3,VTI1A,SLC35B2,INO80E,RCOR3,LCLAT1,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,IDH3A,POLR2D,HTATIP2,MEF2D,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,HUWE1,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,MED22,SPTAN1,STAU1,TCTEX1D2,DDX24,TACC1,MRS2,LDHA,HEBP2,LLPH,C14orf132,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,NENF,SND1,RUFY1,TRIM65,ZER1,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,TACC3,RYBP,VPS13B,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,MYO9A,BTBD10,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,GLOD4,IDE,DHX16,UHRF2,CHMP4B,XRCC3,PARD3,BCL2L12,MCM10,C19orf53,KLHL21,PDAP1,TMX3,CDCA8,SLC12A9,TUBGCP2,HOMER1,WBP1L,POLR1B,RBM15B,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,HIPK3,IFI16,NUP188,TXN,H2AFZ,PNISR,PRKCSH,USP39,UBE2I,SLC25A37,ASPHD2,RAB4A,TRA2B,TAF5L,CISD2,ZNF800,CDC5L,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,RRM1,ACAP1,B4GALT1,CYCS,SUPT7L,TMEM165,CNOT3,NPLOC4,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,MSH2,PIGG,FBXL7,OSTF1,SYTL3,FAM171A1,APOL1,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,CDKN2A,NUDT3,ZNF511,ATXN3,RAF1,KIAA0232,CD320,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,PRPF4B,ADAM23,NDUFS1,MECP2,SECISBP2,HMG20A,WWP2,SLC25A36,JAKMIP1,CCNK,DNAJC8,AXIN2,JMJD4,KAT2A,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,PPP1R11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,FAM83G,IPO4,UBL3,PIGM,NAT9,LYRM4,GPR132,UBE2Q1,BRIX1,MRPL19,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,CCDC71L,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,CS,CLTB,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,C12orf75,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,SERF1B,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,TMED7,AGPAT1,CNTROB,PPP1R16B,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,LONP2,NDUFV2,CERK,SLC4A2,EZH1,ITGB5,LMNA,FBRS,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,PGS1,MYBL2,UHRF1BP1,MPG,MATR3,CYB5A,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,SARNP,IVNS1ABP,MON1B,RMI2,TMEM97,NIT2,NUF2,ZNF267,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,ZCCHC2,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,MFSD12,LDHB,PPP3CA,POLK,EMP3,MTMR12,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,SP3,METTL1,HARS,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,CDCA4,TONSL,NAGLU,ACTB,ZNF45,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,COPE,GGPS1,RPAIN,RAD23A,SEC11A,ATP6V0B,PDK2,TNFAIP8,STRBP,DUS4L,SLC39A9,CLPTM1,RPL35,BTG2,DNAJC9,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,CEP55,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,BZW2,WRNIP1,TMA7,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,SPCS3,RPS6KC1,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,SLC20A1,COMMD6,ABHD14A,ASAP2,SNUPN,CNPY4,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,MAPRE1,KIF23,SLC35B1,NOTCH2,PMF1,FKBP1A,SLC31A1,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,DDX28,ZNF84,PIP4K2C,FAM133B,RIT1,PLEC,KDM3A,FAS,EPRS,ZNF777,QARS,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,TRIP10,SF3B1,CAST,SUZ12,RPS6KA1,RAC1,GPR89A,OLA1,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,ATP13A1,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,GAR1,PSMB9,POLG2,DHX57,NSA2,HSPA4,JAK1,TBL3,SEL1L,KLHDC4,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNPY3,UBE2M,IFT46,TSHZ1,ZFP64,STRIP1,DENND4C,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,TSR2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,TFDP1,STX18,ASNA1,SSSCA1,VPS29,BYSL,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,UBE2Z,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,ZBTB22,NFU1,OGG1,TRIM14,COPS8,FYTTD1,TRIM8,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,KIFAP3,BCL2,N4BP2,HP1BP3,VOPP1,THNSL1,CAND1,GNAS,TSC1,RBM25,ZFP90,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,CCDC50,AKAP8,PARL,RPN2,CHTOP,F2R,FAM3A,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,CDS2,MAGEH1,MRPL42,EYA1,MRPS26,LETMD1,KLF13,RGS1,HDDC2,MAN1A1,FBXO5,GART,TANK,PELO,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,MBD6,SRSF3,IDH3B,TATDN1,ATP6V1C1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,NAPG,USF1,MECR,AP1M1,UPRT,ECD,RNF26,TIPARP,LRRC59,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,PDCD4,SMNDC1,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,CD59,RIMS3,MEGF8,FBXO7,EFTUD2,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,TRIM41,KARS,NQO1,POC1A,ANK3,TPX2,TBC1D13,GLRX3,STMN1,C19orf48,REPS1,CBWD5,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,CPNE1,SEC61B,FAM118B,GOPC,E2F3,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,LSM6,RNF38,SNRPG,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,PMVK,IFT27,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,GPS2,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,CELSR2,SEPT9,RBX1,APH1A,CKAP2L,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,FAM208A,NGLY1,POT1,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,MAP4K3,RBM38,NMT2,IRF5,HAUS8,MBIP,ORMDL2,COX7A2L,SIL1,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,OIP5,NRF1,WDR44,PPME1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,PRIM1,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,BTF3,PTPDC1,NMD3,PTOV1,DNAJC5,SCOC,ANKH,C16orf87,VAV2,PRKAA1,GSPT2,TATDN3,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,DERL1,HSPBP1,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,BCL2L1,NUDT19,DECR1,RALB,SIAH1,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,RNASEH2A,ANKLE2,CDC123,VDAC2,EDF1,EML4,ERC1,ANKZF1,RAD51C,ZNF282,DSN1,DDOST,HINT1,SAFB,FTSJ1,RWDD4,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,B4GALT5,SLC41A1,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FJX1,FUT8,BTF3L4,PTPN11,MRPL54,FEM1B,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,NDUFS5,WDR91,RORB,POLA2,ZNF76,MTX3,COPA,UQCR10,PHRF1,HMGXB3,ABCB10,COMMD5,MAP1LC3B,DST,RAB35,SIVA1,GPATCH1,TCEA1,DRAM2,DEAF1,SNRNP200,LAP3,NCK1,VHL,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,BAZ1B,ACBD4,STK11,CL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skin-lower_leg-other-keratoacanthoma skin-lower_leg-other-keratoacanthoma 0.0518336629556694 -2.95971547677781 19 6 0.00231928875144956 2587 17385 2261,3845,4893,7428,3265,1029 FGFR3,KRAS,NRAS,VHL,HRAS,CDKN2A skin-lip-other-keratoacanthoma skin-lip-other-keratoacanthoma 0.0518336629556694 -2.95971547677781 19 6 0.00231928875144956 2587 17385 2261,3845,4893,7428,3265,1029 FGFR3,KRAS,NRAS,VHL,HRAS,CDKN2A skin-leg-carcinoma-squamous_cell_carcinoma skin-leg-carcinoma-squamous_cell_carcinoma 0.0518336629556694 -2.95971547677781 19 6 0.00231928875144956 2587 17385 2261,3845,4893,7428,3265,1029 FGFR3,KRAS,NRAS,VHL,HRAS,CDKN2A skin-chest-carcinoma-squamous_cell_carcinoma skin-chest-carcinoma-squamous_cell_carcinoma 0.0518336629556694 -2.95971547677781 19 6 0.00231928875144956 2587 17385 2261,3845,4893,7428,3265,1029 FGFR3,KRAS,NRAS,VHL,HRAS,CDKN2A skin-chest-other-keratoacanthoma skin-chest-other-keratoacanthoma 0.0518336629556694 -2.95971547677781 19 6 0.00231928875144956 2587 17385 2261,3845,4893,7428,3265,1029 FGFR3,KRAS,NRAS,VHL,HRAS,CDKN2A skin-back-other-keratoacanthoma skin-back-other-keratoacanthoma 0.0518336629556694 -2.95971547677781 19 6 0.00231928875144956 2587 17385 2261,3845,4893,7428,3265,1029 FGFR3,KRAS,NRAS,VHL,HRAS,CDKN2A bone-sacrum-chordoma bone-sacrum-chordoma 0.0518336629556694 -2.95971547677781 19 6 0.00231928875144956 2587 17385 3845,4893,3020,5728,3265,1029 KRAS,NRAS,H3F3A,PTEN,HRAS,CDKN2A skin-upper_leg-other-keratoacanthoma skin-upper_leg-other-keratoacanthoma 0.0518336629556694 -2.95971547677781 19 6 0.00231928875144956 2587 17385 2261,3845,4893,7428,3265,1029 FGFR3,KRAS,NRAS,VHL,HRAS,CDKN2A skin-arm-other-keratoacanthoma skin-arm-other-keratoacanthoma 0.0518336629556694 -2.95971547677781 19 6 0.00231928875144956 2587 17385 2261,3845,4893,7428,3265,1029 FGFR3,KRAS,NRAS,VHL,HRAS,CDKN2A skin-face-other-keratoacanthoma skin-face-other-keratoacanthoma 0.0518336629556694 -2.95971547677781 19 6 0.00231928875144956 2587 17385 2261,3845,4893,7428,3265,1029 FGFR3,KRAS,NRAS,VHL,HRAS,CDKN2A skin-genital-carcinoma-squamous_cell_carcinoma skin-genital-carcinoma-squamous_cell_carcinoma 0.0518336629556694 -2.95971547677781 19 6 0.00231928875144956 2587 17385 2261,3845,4893,7428,3265,1029 FGFR3,KRAS,NRAS,VHL,HRAS,CDKN2A genital genital 0.0518336629556694 -2.95971547677781 19 6 0.00231928875144956 2587 17385 2261,3845,4893,7428,3265,1029 FGFR3,KRAS,NRAS,VHL,HRAS,CDKN2A skin-upper_arm-carcinoma-squamous_cell_carcinoma skin-upper_arm-carcinoma-squamous_cell_carcinoma 0.0518336629556694 -2.95971547677781 19 6 0.00231928875144956 2587 17385 2261,3845,4893,7428,3265,1029 FGFR3,KRAS,NRAS,VHL,HRAS,CDKN2A ampulla_of_Vater ampulla_of_Vater 0.0519541801316645 -2.95739310015687 49 12 0.00463857750289911 2587 17385 2778,4893,29927,4436,6794,3845,4221,4089,3265,8027,1029,2956 GNAS,NRAS,SEC61A1,MSH2,STK11,KRAS,MEN1,SMAD4,HRAS,STAM,CDKN2A,MSH6 small_intestine-carcinoid-endocrine_tumour small_intestine-carcinoid-endocrine_tumour 0.0522191861542664 -2.9523053007758 179 35 0.0135291843834557 2587 17385 10808,375790,9778,5552,54930,25864,7920,22852,4723,81671,4931,23047,9181,27097,1639,4893,83696,5436,7428,143,51340,23560,3845,4221,23463,23499,1665,2035,51382,996,332,23473,10128,4086,11236 HSPH1,AGRN,KIAA0232,SRGN,HAUS4,ABHD14A,ABHD16A,ANKRD26,NDUFV1,VMP1,NVL,PDS5B,ARHGEF2,TAF5L,DCTN1,NRAS,TRAPPC9,POLR2G,VHL,PARP4,CRNKL1,GTPBP4,KRAS,MEN1,ICMT,MACF1,DHX15,EPB41,ATP6V1D,CDC27,BIRC5,CAPN7,LRPPRC,SMAD1,RNF139 haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-B_cell_lymphoma_unspecified haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-B_cell_lymphoma_unspecified 0.0550113454663358 -2.9002158338166 24 7 0.00270583687669115 2587 17385 1031,4853,6774,5728,23451,471,1029 CDKN2C,NOTCH2,STAT3,PTEN,SF3B1,ATIC,CDKN2A neuroendocrine_carcinoma neuroendocrine_carcinoma 0.0550113454663358 -2.9002158338166 24 7 0.00270583687669115 2587 17385 6597,2261,3845,2130,4893,3265,1029 SMARCA4,FGFR3,KRAS,EWSR1,NRAS,HRAS,CDKN2A granular_cell_tumour granular_cell_tumour 0.0551894043746474 -2.89698429385844 71 16 0.00618477000386548 2587 17385 22875,84079,4839,9777,29924,4221,219988,1665,3696,22937,28996,10898,2091,389677,5926,10057 ENPP4,ANKRD27,NOP2,TM9SF4,EPN1,MEN1,PATL1,DHX15,ITGB8,SCAP,HIPK2,CPSF4,FBL,RBM12B,ARID4A,ABCC5 soft_tissue-fibrous_tissue_and_uncertain_origin-granular_cell_tumour soft_tissue-fibrous_tissue_and_uncertain_origin-granular_cell_tumour 0.0551894043746474 -2.89698429385844 71 16 0.00618477000386548 2587 17385 22875,84079,4839,9777,29924,4221,219988,1665,3696,22937,28996,10898,2091,389677,5926,10057 ENPP4,ANKRD27,NOP2,TM9SF4,EPN1,MEN1,PATL1,DHX15,ITGB8,SCAP,HIPK2,CPSF4,FBL,RBM12B,ARID4A,ABCC5 parotid parotid 0.0559850385917882 -2.8826707919465 584 101 0.0390413606494008 2587 17385 11116,23451,6195,5894,1457,5566,56940,1432,8895,91752,1020,27,1399,5164,10073,5296,2120,6917,10342,80895,57147,6733,6731,4893,208,57120,55872,9874,9448,5209,2585,9212,6659,8575,5635,4216,3716,1198,11329,28996,10922,8312,6794,11200,8566,5594,5214,22928,2130,4666,10020,7204,10926,64781,8621,51447,139818,10654,1452,2309,55186,2962,23396,2261,5925,5728,1612,5781,89910,9735,200576,5832,2771,818,1456,55109,2987,9821,140609,79837,8491,27102,3845,55227,8289,5605,1613,5595,5108,8030,1633,5597,79672,23636,142891,4217,10611,1017,26750,3265,1029 FGFR1OP,SF3B1,RPS6KA1,RAF1,CSNK2A1,PRKACA,DUSP22,MAPK14,CPNE3,ZNF804A,CDK5,ABL2,CRKL,PDK2,SNUPN,PIK3R2,ETV6,TCEA1,TFG,ILKAP,SCYL3,SRPK2,SRP72,NRAS,AKT2,GOPC,PBK,TLK1,MAP4K4,PFKFB3,GALK2,AURKB,SOX4,PRKRA,PRPSAP1,MAP3K4,JAK1,CLK3,STK38,HIPK2,FASTK,AXIN1,STK11,CHEK2,PDXK,MAPK1,PFKP,SEPHS2,EWSR1,NACA,GNE,TRIO,DBF4,CERK,CDK13,IP6K2,DOCK11,PMVK,CSNK1A1,FOXO3,SLC25A36,GTF2F1,PIP5K1C,FGFR3,RB1,PTEN,DAPK1,PTPN11,UBE3B,KNTC1,PIKFYVE,ALDH18A1,GNAI2,CAMK2G,CSNK1G3,AGGF1,GUK1,RB1CC1,NEK7,PIP4K2C,MAP4K3,EIF2AK1,KRAS,LRRC1,ARID1A,MAP2K2,DAPK3,MAPK3,PCM1,CCDC6,DCK,MAPK6,FN3KRP,NUP62,SAMD8,MAP3K5,PDLIM5,CDK2,RPS6KC1,HRAS,CDKN2A occipital_lobe occipital_lobe 0.0560309032817465 -2.88185189614017 34 9 0.00347893312717433 2587 17385 23762,4763,5728,4436,27102,3845,3020,2956,1029 OSBP2,NF1,PTEN,MSH2,EIF2AK1,KRAS,H3F3A,MSH6,CDKN2A serous serous 0.0560309032817465 -2.88185189614017 34 9 0.00347893312717433 2587 17385 2261,5925,5728,57120,3845,672,4089,3265,1029 FGFR3,RB1,PTEN,GOPC,KRAS,BRCA1,SMAD4,HRAS,CDKN2A stomach-carcinoma stomach-carcinoma 0.0561506324368952 -2.87971733451481 441 78 0.0301507537688442 2587 17385 112858,5894,5879,1457,5566,11344,4067,1432,29904,1020,27,5164,23683,10783,5296,57147,4968,51755,6733,5347,1263,23476,208,55872,9874,9448,9088,9212,9262,10155,4216,3716,1198,11329,28996,3984,10922,6794,6041,11200,5594,8899,57410,7204,8621,203054,51447,440275,1452,5305,55681,23396,2261,5728,1612,200576,5261,818,1456,2956,5170,1455,140609,79837,27102,8491,3845,2011,728642,1613,5595,84930,5597,4217,26750,1017,29959,10114 TP53RK,RAF1,RAC1,CSNK2A1,PRKACA,TWF2,LYN,MAPK14,EEF2K,CDK5,ABL2,PDK2,PRKD3,NEK6,PIK3R2,SCYL3,OGG1,CDK12,SRPK2,PLK1,PLK3,BRD4,AKT2,PBK,TLK1,MAP4K4,PKMYT1,AURKB,STK17B,TRIM28,MAP3K4,JAK1,CLK3,STK38,HIPK2,LIMK1,FASTK,STK11,RNASEL,CHEK2,MAPK1,PRPF4B,SCYL1,TRIO,CDK13,ADCK5,IP6K2,EIF2AK4,CSNK1A1,PIP4K2A,SCYL2,PIP5K1C,FGFR3,PTEN,DAPK1,PIKFYVE,PHKG2,CAMK2G,CSNK1G3,MSH6,PDPK1,CSNK1G2,NEK7,PIP4K2C,EIF2AK1,MAP4K3,KRAS,MARK2,CDK11A,DAPK3,MAPK3,MASTL,MAPK6,MAP3K5,RPS6KC1,CDK2,NRBP1,HIPK3 acute_leukaemic_transformation_of_polycythaemia_vera acute_leukaemic_transformation_of_polycythaemia_vera 0.0561528794193242 -2.87967731826968 29 8 0.00309238500193274 2587 17385 1788,4893,5728,23451,5781,3845,3265,84295 DNMT3A,NRAS,PTEN,SF3B1,PTPN11,KRAS,HRAS,PHF6 haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_leukaemic_transformation_of_polycythaemia_vera haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_leukaemic_transformation_of_polycythaemia_vera 0.0561528794193242 -2.87967731826968 29 8 0.00309238500193274 2587 17385 1788,4893,5728,23451,5781,3845,3265,84295 DNMT3A,NRAS,PTEN,SF3B1,PTPN11,KRAS,HRAS,PHF6 lung-carcinoma-bronchioloalveolar_adenocarcinoma lung-carcinoma-bronchioloalveolar_adenocarcinoma 0.0572704566567791 -2.85997037885613 786 133 0.0514109006571318 2587 17385 4763,1457,891,9294,1432,29904,22852,1020,27,5036,10783,63892,5926,6733,5347,1263,4893,208,7428,123811,55872,9874,672,9212,9262,4216,3984,8473,9274,55526,6794,6041,11200,140831,3066,5562,56172,7204,3831,8621,203054,440275,10787,4853,57492,5925,4775,1612,829,63925,26578,5261,1456,54505,8491,27102,3845,5605,1613,84930,10492,5634,54820,4217,10611,1017,29959,1029,112858,196528,5894,6195,23451,9557,83549,1120,4067,11344,5566,8027,23683,5164,54521,51755,57147,51703,23476,7879,9448,3301,9088,79801,10155,27436,3716,1198,10922,28996,11329,79726,6772,5594,4089,8899,51018,80829,57410,6929,79677,1452,10844,55681,3799,2261,5728,818,5170,1455,51105,140609,23313,50640,2011,5595,64423,9817,5597,3516,7533,26750,254065,3265,10114 NF1,CSNK2A1,CCNB1,S1PR2,MAPK14,EEF2K,ANKRD26,CDK5,ABL2,PA2G4,NEK6,THADA,ARID4A,SRPK2,PLK1,PLK3,NRAS,AKT2,VHL,FOPNL,PBK,TLK1,BRCA1,AURKB,STK17B,MAP3K4,LIMK1,OGT,BCL7C,DHTKD1,STK11,RNASEL,CHEK2,ZSWIM3,HDAC2,PRKAA1,ANKH,TRIO,KLC1,CDK13,ADCK5,EIF2AK4,NCKAP1,NOTCH2,ARID1B,RB1,NFATC3,DAPK1,CAPZA1,ZNF335,OSTF1,PHKG2,CSNK1G3,DHX29,MAP4K3,EIF2AK1,KRAS,MAP2K2,DAPK3,MASTL,SYNCRIP,PRPS2,NDE1,MAP3K5,PDLIM5,CDK2,NRBP1,CDKN2A,TP53RK,ARID2,RAF1,RPS6KA1,SF3B1,CHD1L,UCK1,CHKB,LYN,TWF2,PRKACA,STAM,PRKD3,PDK2,WDR44,CDK12,SCYL3,ACSL5,BRD4,RAB7A,MAP4K4,DNAJA1,PKMYT1,SHCBP1,TRIM28,EML4,JAK1,CLK3,FASTK,HIPK2,STK38,WDR59,STAT1,MAPK1,SMAD4,PRPF4B,RRP15,ZFP91,SCYL1,TCF3,SMC6,CSNK1A1,TUBGCP2,SCYL2,KIF5B,FGFR3,PTEN,CAMK2G,PDPK1,CSNK1G2,PHF20L1,NEK7,KIAA0930,PNPLA8,MARK2,MAPK3,INF2,KEAP1,MAPK6,RBPJ,YWHAH,RPS6KC1,BRWD3,HRAS,HIPK3 bronchioloalveolar_adenocarcinoma bronchioloalveolar_adenocarcinoma 0.0572704566567791 -2.85997037885613 786 133 0.0514109006571318 2587 17385 4763,1457,891,9294,1432,29904,22852,1020,27,5036,10783,63892,5926,6733,5347,1263,4893,208,7428,123811,55872,9874,672,9212,9262,4216,3984,8473,9274,55526,6794,6041,11200,140831,3066,5562,56172,7204,3831,8621,203054,440275,10787,4853,57492,5925,4775,1612,829,63925,26578,5261,1456,54505,8491,27102,3845,5605,1613,84930,10492,5634,54820,4217,10611,1017,29959,1029,112858,196528,5894,6195,23451,9557,83549,1120,4067,11344,5566,8027,23683,5164,54521,51755,57147,51703,23476,7879,9448,3301,9088,79801,10155,27436,3716,1198,10922,28996,11329,79726,6772,5594,4089,8899,51018,80829,57410,6929,79677,1452,10844,55681,3799,2261,5728,818,5170,1455,51105,140609,23313,50640,2011,5595,64423,9817,5597,3516,7533,26750,254065,3265,10114 NF1,CSNK2A1,CCNB1,S1PR2,MAPK14,EEF2K,ANKRD26,CDK5,ABL2,PA2G4,NEK6,THADA,ARID4A,SRPK2,PLK1,PLK3,NRAS,AKT2,VHL,FOPNL,PBK,TLK1,BRCA1,AURKB,STK17B,MAP3K4,LIMK1,OGT,BCL7C,DHTKD1,STK11,RNASEL,CHEK2,ZSWIM3,HDAC2,PRKAA1,ANKH,TRIO,KLC1,CDK13,ADCK5,EIF2AK4,NCKAP1,NOTCH2,ARID1B,RB1,NFATC3,DAPK1,CAPZA1,ZNF335,OSTF1,PHKG2,CSNK1G3,DHX29,MAP4K3,EIF2AK1,KRAS,MAP2K2,DAPK3,MASTL,SYNCRIP,PRPS2,NDE1,MAP3K5,PDLIM5,CDK2,NRBP1,CDKN2A,TP53RK,ARID2,RAF1,RPS6KA1,SF3B1,CHD1L,UCK1,CHKB,LYN,TWF2,PRKACA,STAM,PRKD3,PDK2,WDR44,CDK12,SCYL3,ACSL5,BRD4,RAB7A,MAP4K4,DNAJA1,PKMYT1,SHCBP1,TRIM28,EML4,JAK1,CLK3,FASTK,HIPK2,STK38,WDR59,STAT1,MAPK1,SMAD4,PRPF4B,RRP15,ZFP91,SCYL1,TCF3,SMC6,CSNK1A1,TUBGCP2,SCYL2,KIF5B,FGFR3,PTEN,CAMK2G,PDPK1,CSNK1G2,PHF20L1,NEK7,KIAA0930,PNPLA8,MARK2,MAPK3,INF2,KEAP1,MAPK6,RBPJ,YWHAH,RPS6KC1,BRWD3,HRAS,HIPK3 temporal_lobe temporal_lobe 0.0577430716407339 -2.85175190836642 105 22 0.00850405875531504 2587 17385 22875,4893,10523,4763,7428,55269,3845,4221,6901,55628,5605,2778,1031,2261,79026,5728,4436,200576,3020,8816,2956,1029 ENPP4,NRAS,CHERP,NF1,VHL,PSPC1,KRAS,MEN1,TAZ,ZNF407,MAP2K2,GNAS,CDKN2C,FGFR3,AHNAK,PTEN,MSH2,PIKFYVE,H3F3A,DCAF5,MSH6,CDKN2A skin-elbow-malignant_melanoma-spitzoid skin-elbow-malignant_melanoma-spitzoid 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS skin-back-benign_melanocytic_nevus-junctional skin-back-benign_melanocytic_nevus-junctional 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A skin-upper_arm-malignant_melanoma-lentigo_maligna skin-upper_arm-malignant_melanoma-lentigo_maligna 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS biliary_tract-gallbladder-other-hyperplasia biliary_tract-gallbladder-other-hyperplasia 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,4089 KRAS,SMAD4 lung-left_lower_lobe-carcinoma-large_cell_carcinoma lung-left_lower_lobe-carcinoma-large_cell_carcinoma 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,27436 KRAS,EML4 skin-trunk-other-seborrhoeic_keratosis skin-trunk-other-seborrhoeic_keratosis 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 2261,3265 FGFR3,HRAS skin-upper_arm-malignant_melanoma-spitzoid skin-upper_arm-malignant_melanoma-spitzoid 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS skin-arm-malignant_melanoma-lentigo_maligna skin-arm-malignant_melanoma-lentigo_maligna 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS oesophagus-lower_third-other-metaplasia oesophagus-lower_third-other-metaplasia 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,23451 KRAS,SF3B1 soft_tissue-fibrous_tissue_and_uncertain_origin-congenital_(infantile)_fibrosarcoma soft_tissue-fibrous_tissue_and_uncertain_origin-congenital_(infantile)_fibrosarcoma 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 2521,2120 FUS,ETV6 skin-neck-malignant_melanoma-lentigo_maligna skin-neck-malignant_melanoma-lentigo_maligna 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS skin-buttock-benign_melanocytic_nevus-intradermal skin-buttock-benign_melanocytic_nevus-intradermal 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A gastrointestinal_tract_(site_indeterminate)-other-juvenile_polyp gastrointestinal_tract_(site_indeterminate)-other-juvenile_polyp 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,4089 KRAS,SMAD4 skin-flank-benign_melanocytic_nevus-junctional skin-flank-benign_melanocytic_nevus-junctional 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A skin-face-adnexal_tumour-other skin-face-adnexal_tumour-other 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS skin-forearm-malignant_melanoma-spitzoid skin-forearm-malignant_melanoma-spitzoid 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS skin-elbow-benign_melanocytic_nevus skin-elbow-benign_melanocytic_nevus 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS skin-face-malignant_melanoma-spitzoid skin-face-malignant_melanoma-spitzoid 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS large_intestine-rectum-other-ulcerative_colitis large_intestine-rectum-other-ulcerative_colitis 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,4089 KRAS,SMAD4 skin-leg-benign_melanocytic_nevus-junctional skin-leg-benign_melanocytic_nevus-junctional 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A skin-upper_leg-benign_melanocytic_nevus-dysplastic skin-upper_leg-benign_melanocytic_nevus-dysplastic 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A stomach-other-metaplasia stomach-other-metaplasia 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,5728 KRAS,PTEN skin-upper_back-malignant_melanoma-superficial_spreading skin-upper_back-malignant_melanoma-superficial_spreading 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS bone-humerus-malignant_fibrous_histiocytoma-pleomorphic_sarcoma bone-humerus-malignant_fibrous_histiocytoma-pleomorphic_sarcoma 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 5925,1029 RB1,CDKN2A skin-breast-benign_melanocytic_nevus-compound skin-breast-benign_melanocytic_nevus-compound 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A skin-neck-benign_melanocytic_nevus skin-neck-benign_melanocytic_nevus 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS bone-pelvis-malignant_fibrous_histiocytoma-pleomorphic_sarcoma bone-pelvis-malignant_fibrous_histiocytoma-pleomorphic_sarcoma 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 5925,1029 RB1,CDKN2A bone-humerus-other-giant_cell_tumour bone-humerus-other-giant_cell_tumour 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 2130,3020 EWSR1,H3F3A skin-foot-malignant_melanoma-spitzoid skin-foot-malignant_melanoma-spitzoid 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS skin-back-benign_melanocytic_nevus-dysplastic skin-back-benign_melanocytic_nevus-dysplastic 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A gastrointestinal_tract_(site_indeterminate)-carcinoid-endocrine_tumour-gastrinoma gastrointestinal_tract_(site_indeterminate)-carcinoid-endocrine_tumour-gastrinoma 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,4221 KRAS,MEN1 skin-upper_leg-benign_melanocytic_nevus-compound skin-upper_leg-benign_melanocytic_nevus-compound 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A skin-intermittently_sun_exposed_site-malignant_melanoma skin-intermittently_sun_exposed_site-malignant_melanoma 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS large_intestine-caecum-adenoma-villous large_intestine-caecum-adenoma-villous 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 2778,3845 GNAS,KRAS female_genital_tract_(site_indeterminate) female_genital_tract_(site_indeterminate) 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,6794 KRAS,STK11 buccal_mucosa buccal_mucosa 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 23451,3265 SF3B1,HRAS skin-lower_extremity-malignant_melanoma-superficial_spreading skin-lower_extremity-malignant_melanoma-superficial_spreading 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A central_nervous_system-frontotemporal-glioma-oligodendroglioma_Grade_III central_nervous_system-frontotemporal-glioma-oligodendroglioma_Grade_III 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 1031,1029 CDKN2C,CDKN2A genital_tract-germ_cell_tumour-seminoma genital_tract-germ_cell_tumour-seminoma 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 6597,4893 SMARCA4,NRAS pancreaticobiliary_malunion pancreaticobiliary_malunion 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,4089 KRAS,SMAD4 skin-upper_back-benign_melanocytic_nevus skin-upper_back-benign_melanocytic_nevus 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS congenital_(infantile)_fibrosarcoma congenital_(infantile)_fibrosarcoma 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 2521,2120 FUS,ETV6 liver-other-normal liver-other-normal 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,1029 KRAS,CDKN2A bone-tibia-osteosarcoma-fibroblastic bone-tibia-osteosarcoma-fibroblastic 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,1029 KRAS,CDKN2A skin-arm-malignant_melanoma-spitzoid skin-arm-malignant_melanoma-spitzoid 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS skin-upper_back-malignant_melanoma-lentigo_maligna skin-upper_back-malignant_melanoma-lentigo_maligna 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS skin-neck-malignant_melanoma-spitzoid skin-neck-malignant_melanoma-spitzoid 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS bone-fibula-other-giant_cell_tumour bone-fibula-other-giant_cell_tumour 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 2130,3020 EWSR1,H3F3A skin-leg-other-seborrhoeic_keratosis skin-leg-other-seborrhoeic_keratosis 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 2261,3265 FGFR3,HRAS vulva-in_situ_neoplasm-vulvar_intraepithelial_neoplasia_Grade_III vulva-in_situ_neoplasm-vulvar_intraepithelial_neoplasia_Grade_III 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 5728,1029 PTEN,CDKN2A central_nervous_system-tectum-glioma-astrocytoma_Grade_I central_nervous_system-tectum-glioma-astrocytoma_Grade_I 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 5728,1029 PTEN,CDKN2A large_intestine-colon-other-juvenile_polyp large_intestine-colon-other-juvenile_polyp 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 5728,4089 PTEN,SMAD4 skin-intermittently_sun_exposed_site-malignant_melanoma-superficial_spreading skin-intermittently_sun_exposed_site-malignant_melanoma-superficial_spreading 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS skin-genital-malignant_melanoma-nodular skin-genital-malignant_melanoma-nodular 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A skin-back-benign_melanocytic_nevus-lentiginous_nevus skin-back-benign_melanocytic_nevus-lentiginous_nevus 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS salivary_gland-face-carcinoma-adenoid_cystic_carcinoma salivary_gland-face-carcinoma-adenoid_cystic_carcinoma 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,3265 KRAS,HRAS skin-lower_back-benign_melanocytic_nevus skin-lower_back-benign_melanocytic_nevus 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS skin-buttock-malignant_melanoma-spitzoid skin-buttock-malignant_melanoma-spitzoid 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS soft_tissue-fat-liposarcoma-mixed soft_tissue-fat-liposarcoma-mixed 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 2521,2130 FUS,EWSR1 skin-shoulder-benign_melanocytic_nevus-compound skin-shoulder-benign_melanocytic_nevus-compound 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A salivary_gland-buccal_mucosa-carcinoma-mucoepidermoid_carcinoma salivary_gland-buccal_mucosa-carcinoma-mucoepidermoid_carcinoma 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 23451,3265 SF3B1,HRAS bone-clavicle-malignant_fibrous_histiocytoma-pleomorphic_sarcoma bone-clavicle-malignant_fibrous_histiocytoma-pleomorphic_sarcoma 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 5925,1029 RB1,CDKN2A biliary_tract-gallbladder-other-pancreaticobiliary_malunion biliary_tract-gallbladder-other-pancreaticobiliary_malunion 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,4089 KRAS,SMAD4 skin-elbow-malignant_melanoma skin-elbow-malignant_melanoma 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS metatarsus metatarsus 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 2778,2130 GNAS,EWSR1 vulvar_intraepithelial_neoplasia_Grade_III vulvar_intraepithelial_neoplasia_Grade_III 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 5728,1029 PTEN,CDKN2A skin-upper_extremity-malignant_melanoma-nodular skin-upper_extremity-malignant_melanoma-nodular 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A skin-buttock-benign_melanocytic_nevus-junctional skin-buttock-benign_melanocytic_nevus-junctional 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A skin-back-malignant_melanoma-spitzoid skin-back-malignant_melanoma-spitzoid 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS central_nervous_system-spinal_cord-glioma-ependymoma_Grade_III-IV central_nervous_system-spinal_cord-glioma-ependymoma_Grade_III-IV 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4221,5728 MEN1,PTEN bone-tibia-malignant_fibrous_histiocytoma-pleomorphic_sarcoma bone-tibia-malignant_fibrous_histiocytoma-pleomorphic_sarcoma 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 5925,1029 RB1,CDKN2A skin-acral-malignant_melanoma-nodular skin-acral-malignant_melanoma-nodular 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A skin-breast-benign_melanocytic_nevus-intradermal skin-breast-benign_melanocytic_nevus-intradermal 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A intermittently_sun_exposed_site intermittently_sun_exposed_site 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS skin-elbow-malignant_melanoma-superficial_spreading skin-elbow-malignant_melanoma-superficial_spreading 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS central_nervous_system-spinal_cord-glioma-ependymoma_Grade_II central_nervous_system-spinal_cord-glioma-ependymoma_Grade_II 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4221,5728 MEN1,PTEN skin-buttock-benign_melanocytic_nevus-dysplastic skin-buttock-benign_melanocytic_nevus-dysplastic 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A peritoneum-carcinoma peritoneum-carcinoma 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,5728 KRAS,PTEN lung-right_upper_lobe-carcinoma-pleomorphic_carcinoma lung-right_upper_lobe-carcinoma-pleomorphic_carcinoma 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,27436 KRAS,EML4 lung-right_upper_lobe-carcinoma-mixed_adenosquamous_carcinoma lung-right_upper_lobe-carcinoma-mixed_adenosquamous_carcinoma 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,27436 KRAS,EML4 skin-upper_leg-malignant_melanoma-spitzoid skin-upper_leg-malignant_melanoma-spitzoid 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS skin-abdomen-benign_melanocytic_nevus-compound skin-abdomen-benign_melanocytic_nevus-compound 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A ovary-carcinoma-squamous_cell_carcinoma ovary-carcinoma-squamous_cell_carcinoma 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,672 KRAS,BRCA1 telangiectatic telangiectatic 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 5925,1029 RB1,CDKN2A skin-back-benign_melanocytic_nevus-compound skin-back-benign_melanocytic_nevus-compound 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A skin-leg-malignant_melanoma-spitzoid skin-leg-malignant_melanoma-spitzoid 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS central_nervous_system-cerebral_cortex-glioma central_nervous_system-cerebral_cortex-glioma 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 2956,4436 MSH6,MSH2 skin-ankle-malignant_melanoma-spitzoid skin-ankle-malignant_melanoma-spitzoid 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS bone-femur-malignant_fibrous_histiocytoma-pleomorphic_sarcoma bone-femur-malignant_fibrous_histiocytoma-pleomorphic_sarcoma 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 5925,1029 RB1,CDKN2A skin-lower_back-malignant_melanoma-superficial_spreading skin-lower_back-malignant_melanoma-superficial_spreading 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS skin-hand-benign_melanocytic_nevus-Spitz skin-hand-benign_melanocytic_nevus-Spitz 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS liver-carcinoma-adenocarcinoma liver-carcinoma-adenocarcinoma 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,23451 KRAS,SF3B1 genital_tract-extragonadal-germ_cell_tumour-choriocarcinoma genital_tract-extragonadal-germ_cell_tumour-choriocarcinoma 0.0598245690554625 -2.81633884863258 3 2 0.000773096250483185 2587 17385 3845,1029 KRAS,CDKN2A large_intestine-colon-adenoma-tubular large_intestine-colon-adenoma-tubular 0.0598540283035375 -2.81584654258421 15 5 0.00193274062620796 2587 17385 3845,6794,4893,5728,4089 KRAS,STK11,NRAS,PTEN,SMAD4 choriocarcinoma choriocarcinoma 0.0598540283035375 -2.81584654258421 15 5 0.00193274062620796 2587 17385 3845,4893,23451,3265,1029 KRAS,NRAS,SF3B1,HRAS,CDKN2A right right 0.0598540283035375 -2.81584654258421 15 5 0.00193274062620796 2587 17385 3845,4893,3265,1029,4436 KRAS,NRAS,HRAS,CDKN2A,MSH2 fibrolamellar_carcinoma fibrolamellar_carcinoma 0.0598540283035375 -2.81584654258421 15 5 0.00193274062620796 2587 17385 2778,3845,8289,4893,8312 GNAS,KRAS,ARID1A,NRAS,AXIN1 ovary-germ_cell_tumour-yolk_sac_tumour ovary-germ_cell_tumour-yolk_sac_tumour 0.0598540283035375 -2.81584654258421 15 5 0.00193274062620796 2587 17385 3845,1788,4893,4089,1029 KRAS,DNMT3A,NRAS,SMAD4,CDKN2A monophasic monophasic 0.0598540283035375 -2.81584654258421 15 5 0.00193274062620796 2587 17385 5925,2130,4763,5728,2120 RB1,EWSR1,NF1,PTEN,ETV6 central_nervous_system-brain-other-ganglioglioma central_nervous_system-brain-other-ganglioglioma 0.0598540283035375 -2.81584654258421 15 5 0.00193274062620796 2587 17385 7248,3020,7249,5728,1029 TSC1,H3F3A,TSC2,PTEN,CDKN2A soft_tissue-fibrous_tissue_and_uncertain_origin-synovial_sarcoma-monophasic soft_tissue-fibrous_tissue_and_uncertain_origin-synovial_sarcoma-monophasic 0.0598540283035375 -2.81584654258421 15 5 0.00193274062620796 2587 17385 5925,2130,4763,5728,2120 RB1,EWSR1,NF1,PTEN,ETV6 liver-carcinoma-fibrolamellar_carcinoma liver-carcinoma-fibrolamellar_carcinoma 0.0598540283035375 -2.81584654258421 15 5 0.00193274062620796 2587 17385 2778,3845,8289,4893,8312 GNAS,KRAS,ARID1A,NRAS,AXIN1 testis-germ_cell_tumour-embryonal_carcinoma testis-germ_cell_tumour-embryonal_carcinoma 0.0598540283035375 -2.81584654258421 15 5 0.00193274062620796 2587 17385 3845,4893,23451,3265,1029 KRAS,NRAS,SF3B1,HRAS,CDKN2A lung-carcinoid-endocrine_tumour-atypical lung-carcinoid-endocrine_tumour-atypical 0.0601656523295715 -2.81065364880771 511 89 0.0344027831465017 2587 17385 112858,23451,6195,5894,1457,6597,5566,11344,4067,1432,29904,1020,27,5164,23683,488,10783,57147,51755,6733,5347,1263,4893,23476,79956,208,55872,9874,9448,7884,9088,9212,9262,10155,4216,3716,10236,1198,11329,28996,3984,10922,6794,6041,11200,5594,55844,4089,8899,57410,7204,5562,8621,203054,440275,1452,55681,2261,5925,5728,10075,9343,1612,5261,818,1456,5170,1455,7128,140609,27102,8491,3845,8289,4221,2011,5605,1613,5595,84930,10935,5597,4217,254065,1017,26750,10114,3265,29959 TP53RK,SF3B1,RPS6KA1,RAF1,CSNK2A1,SMARCA4,PRKACA,TWF2,LYN,MAPK14,EEF2K,CDK5,ABL2,PDK2,PRKD3,ATP2A2,NEK6,SCYL3,CDK12,SRPK2,PLK1,PLK3,NRAS,BRD4,ERMP1,AKT2,PBK,TLK1,MAP4K4,SLBP,PKMYT1,AURKB,STK17B,TRIM28,MAP3K4,JAK1,HNRNPR,CLK3,STK38,HIPK2,LIMK1,FASTK,STK11,RNASEL,CHEK2,MAPK1,PPP2R2D,SMAD4,PRPF4B,SCYL1,TRIO,PRKAA1,CDK13,ADCK5,EIF2AK4,CSNK1A1,SCYL2,FGFR3,RB1,PTEN,HUWE1,EFTUD2,DAPK1,PHKG2,CAMK2G,CSNK1G3,PDPK1,CSNK1G2,TNFAIP3,NEK7,EIF2AK1,MAP4K3,KRAS,ARID1A,MEN1,MARK2,MAP2K2,DAPK3,MAPK3,MASTL,PRDX3,MAPK6,MAP3K5,BRWD3,CDK2,RPS6KC1,HIPK3,HRAS,NRBP1 soft_tissue-fat-liposarcoma-myxoid-round_cell soft_tissue-fat-liposarcoma-myxoid-round_cell 0.0613623700890007 -2.79095849670755 100 21 0.00811751063007344 2587 17385 6938,2130,4893,4763,10020,79073,9790,3845,4953,23042,4216,2778,5925,8853,5728,138639,2521,9794,3265,644815,55749 TCF12,EWSR1,NRAS,NF1,GNE,TMEM109,BMS1,KRAS,ODC1,PDXDC1,MAP3K4,GNAS,RB1,ASAP2,PTEN,PTPDC1,FUS,MAML1,HRAS,FAM83G,CCAR1 myxoid-round_cell myxoid-round_cell 0.0613623700890007 -2.79095849670755 100 21 0.00811751063007344 2587 17385 6938,2130,4893,4763,10020,79073,9790,3845,4953,23042,4216,2778,5925,8853,5728,138639,2521,9794,3265,644815,55749 TCF12,EWSR1,NRAS,NF1,GNE,TMEM109,BMS1,KRAS,ODC1,PDXDC1,MAP3K4,GNAS,RB1,ASAP2,PTEN,PTPDC1,FUS,MAML1,HRAS,FAM83G,CCAR1 ovary-carcinoma ovary-carcinoma 0.0630659700479003 -2.76357395684558 948 158 0.0610746037881716 2587 17385 5412,7249,4763,1457,5361,1432,6574,6621,7844,29904,11103,1031,667,1020,27,998,10783,51078,26505,10498,6733,5347,1263,4893,208,7428,55872,9874,4288,51809,11083,9212,672,58508,899,9262,30968,4216,56478,3984,8312,55526,6794,6041,11200,10980,8650,59269,5562,7204,8621,203054,440275,6018,23165,9684,5925,92912,112574,23759,4436,1612,63925,5261,1456,4363,55794,3845,8491,27102,10277,9527,5605,1613,84930,2778,7248,55198,4217,1017,29959,1029,1788,112858,55809,5894,6195,23451,288,79038,6597,5566,4067,11344,23683,5164,9110,1185,51755,57147,23476,143471,9448,23299,9088,85461,10155,8881,3716,23118,1198,10922,28996,11329,3020,5594,10098,4089,8899,9612,257218,4126,4204,57410,83605,1452,80010,55681,79072,2261,120,5728,5781,818,29890,6709,7040,5170,1455,6868,140609,259266,29081,8625,29882,23499,2011,5595,10016,5597,26112,84668,9581,26750,3265,10114,54865,79711 UBL3,TSC2,NF1,CSNK2A1,PLXNA1,MAPK14,SLC20A1,SNAPC4,RNF103,EEF2K,KRR1,CDKN2C,DST,CDK5,ABL2,CDC42,NEK6,THAP4,CNNM3,CARM1,SRPK2,PLK1,PLK3,NRAS,AKT2,VHL,PBK,TLK1,MKI67,GALNT7,DIDO1,AURKB,BRCA1,KMT2C,CCNF,STK17B,STOML2,MAP3K4,EIF4ENIF1,LIMK1,AXIN1,DHTKD1,STK11,RNASEL,CHEK2,COPS6,NUMB,HIVEP3,PRKAA1,TRIO,CDK13,ADCK5,EIF2AK4,RLF,NUP205,LRRC14,RB1,UBE2Q2,SNX18,PPIL2,MSH2,DAPK1,ZNF335,PHKG2,CSNK1G3,ABCC1,DDX28,KRAS,MAP4K3,EIF2AK1,UBE4B,GOSR1,MAP2K2,DAPK3,MASTL,GNAS,TSC1,APPL2,MAP3K5,CDK2,NRBP1,CDKN2A,DNMT3A,TP53RK,TRERF1,RAF1,RPS6KA1,SF3B1,ANK3,ZFYVE21,SMARCA4,PRKACA,LYN,TWF2,PRKD3,PDK2,MTMR4,CLCN6,CDK12,SCYL3,BRD4,PSMA8,MAP4K4,BICD2,PKMYT1,TANC1,TRIM28,CDC16,JAK1,TAB2,CLK3,FASTK,HIPK2,STK38,H3F3A,MAPK1,TSPAN5,SMAD4,PRPF4B,NCOR2,SHPRH,MANBA,MECP2,SCYL1,CCM2,CSNK1A1,RMI1,SCYL2,FASTKD3,FGFR3,ADD3,PTEN,PTPN11,CAMK2G,RBM15B,SPTAN1,TGFB1,PDPK1,CSNK1G2,ADAM17,NEK7,ASPM,METTL5,RFXANK,ANAPC2,MACF1,MARK2,MAPK3,PDCD6,MAPK6,CCDC69,FAM126A,PREPL,RPS6KC1,HRAS,HIPK3,GPATCH4,IPO4 skin-carcinoma-Merkel_cell_carcinoma skin-carcinoma-Merkel_cell_carcinoma 0.0650523633861804 -2.73256274284379 20 6 0.00231928875144956 2587 17385 3845,4893,5728,3265,8312,1029 KRAS,NRAS,PTEN,HRAS,AXIN1,CDKN2A bone-vertebrae-chordoma bone-vertebrae-chordoma 0.0650523633861804 -2.73256274284379 20 6 0.00231928875144956 2587 17385 3845,4893,3020,5728,3265,1029 KRAS,NRAS,H3F3A,PTEN,HRAS,CDKN2A central_nervous_system-brain-glioma-oligodendroglioma central_nervous_system-brain-glioma-oligodendroglioma 0.0650523633861804 -2.73256274284379 20 6 0.00231928875144956 2587 17385 1031,4853,5728,23152,1029,8880 CDKN2C,NOTCH2,PTEN,CIC,CDKN2A,FUBP1 lung-bronchus-carcinoid-endocrine_tumour-typical lung-bronchus-carcinoid-endocrine_tumour-typical 0.0650523633861804 -2.73256274284379 20 6 0.00231928875144956 2587 17385 2261,3845,6794,4893,5728,4089 FGFR3,KRAS,STK11,NRAS,PTEN,SMAD4 lung-middle_lobe-carcinoid-endocrine_tumour-typical lung-middle_lobe-carcinoid-endocrine_tumour-typical 0.0650523633861804 -2.73256274284379 20 6 0.00231928875144956 2587 17385 2261,3845,6794,4893,5728,4089 FGFR3,KRAS,STK11,NRAS,PTEN,SMAD4 keratoacanthoma keratoacanthoma 0.0650523633861804 -2.73256274284379 20 6 0.00231928875144956 2587 17385 2261,3845,4893,7428,3265,1029 FGFR3,KRAS,NRAS,VHL,HRAS,CDKN2A skin-other-keratoacanthoma skin-other-keratoacanthoma 0.0650523633861804 -2.73256274284379 20 6 0.00231928875144956 2587 17385 2261,3845,4893,7428,3265,1029 FGFR3,KRAS,NRAS,VHL,HRAS,CDKN2A lower_lobe lower_lobe 0.0650523633861804 -2.73256274284379 20 6 0.00231928875144956 2587 17385 2261,3845,6794,4893,5728,4089 FGFR3,KRAS,STK11,NRAS,PTEN,SMAD4 lung-middle_lobe-carcinoid-endocrine_tumour-atypical lung-middle_lobe-carcinoid-endocrine_tumour-atypical 0.0650523633861804 -2.73256274284379 20 6 0.00231928875144956 2587 17385 2261,3845,6794,4893,5728,4089 FGFR3,KRAS,STK11,NRAS,PTEN,SMAD4 upper_lobe upper_lobe 0.0650523633861804 -2.73256274284379 20 6 0.00231928875144956 2587 17385 2261,3845,6794,4893,5728,4089 FGFR3,KRAS,STK11,NRAS,PTEN,SMAD4 skin-breast-malignant_melanoma skin-breast-malignant_melanoma 0.0650523633861804 -2.73256274284379 20 6 0.00231928875144956 2587 17385 203054,4893,200185,79801,4763,1029 ADCK5,NRAS,KRTCAP2,SHCBP1,NF1,CDKN2A lung-bronchus-carcinoid-endocrine_tumour-atypical lung-bronchus-carcinoid-endocrine_tumour-atypical 0.0650523633861804 -2.73256274284379 20 6 0.00231928875144956 2587 17385 2261,3845,6794,4893,5728,4089 FGFR3,KRAS,STK11,NRAS,PTEN,SMAD4 lung-upper_lobe-carcinoid-endocrine_tumour-typical lung-upper_lobe-carcinoid-endocrine_tumour-typical 0.0650523633861804 -2.73256274284379 20 6 0.00231928875144956 2587 17385 2261,3845,6794,4893,5728,4089 FGFR3,KRAS,STK11,NRAS,PTEN,SMAD4 lung-lower_lobe-carcinoid-endocrine_tumour-typical lung-lower_lobe-carcinoid-endocrine_tumour-typical 0.0650523633861804 -2.73256274284379 20 6 0.00231928875144956 2587 17385 2261,3845,6794,4893,5728,4089 FGFR3,KRAS,STK11,NRAS,PTEN,SMAD4 salivary_gland-mouth_roof-carcinoma-adenoid_cystic_carcinoma salivary_gland-mouth_roof-carcinoma-adenoid_cystic_carcinoma 0.0650523633861804 -2.73256274284379 20 6 0.00231928875144956 2587 17385 10808,3845,1836,4893,5728,3265 HSPH1,KRAS,SLC26A2,NRAS,PTEN,HRAS blastic_plasmacytoid_dendritic_cell_neoplasm blastic_plasmacytoid_dendritic_cell_neoplasm 0.065080752429626 -2.73212643508741 67 15 0.00579822187862389 2587 17385 2778,2261,5925,1788,4893,5728,7428,23451,2120,5781,6794,3845,4089,3265,1029 GNAS,FGFR3,RB1,DNMT3A,NRAS,PTEN,VHL,SF3B1,ETV6,PTPN11,STK11,KRAS,SMAD4,HRAS,CDKN2A acute_leukaemic_transformation_of_chronic_myelomonocytic_leukaemia acute_leukaemic_transformation_of_chronic_myelomonocytic_leukaemia 0.0658627910860189 -2.72018162385477 35 9 0.00347893312717433 2587 17385 1788,4893,3716,4763,23451,5781,6794,3845,3265 DNMT3A,NRAS,JAK1,NF1,SF3B1,PTPN11,STK11,KRAS,HRAS haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_leukaemic_transformation_of_chronic_myelomonocytic_leukaemia haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_leukaemic_transformation_of_chronic_myelomonocytic_leukaemia 0.0658627910860189 -2.72018162385477 35 9 0.00347893312717433 2587 17385 1788,4893,3716,4763,23451,5781,6794,3845,3265 DNMT3A,NRAS,JAK1,NF1,SF3B1,PTPN11,STK11,KRAS,HRAS central_nervous_system-frontal_lobe-glioma-astrocytoma_Grade_I central_nervous_system-frontal_lobe-glioma-astrocytoma_Grade_I 0.0669752866457453 -2.70343158366894 30 8 0.00309238500193274 2587 17385 2778,2261,3845,4893,5728,5605,3265,1029 GNAS,FGFR3,KRAS,NRAS,PTEN,MAP2K2,HRAS,CDKN2A central_nervous_system-brain-glioma-oligodendroglioma_Grade_III central_nervous_system-brain-glioma-oligodendroglioma_Grade_III 0.0676663844203372 -2.69316575974518 255 47 0.0181677618863549 2587 17385 59269,7874,23232,23511,10015,91942,4763,288,85409,22839,6522,5361,4853,9919,1031,2261,5925,10075,5728,2926,4436,117246,2956,5094,4893,5558,23152,222484,3845,117177,672,85461,23499,4953,2778,27340,79026,2803,24140,3516,80709,3020,3265,3066,1029,57679,8880 HIVEP3,USP7,TBC1D12,NUP188,PDCD6IP,NDUFAF2,NF1,ANK3,NKD2,DLGAP4,SLC4A2,PLXNA1,NOTCH2,SEC16A,CDKN2C,FGFR3,RB1,HUWE1,PTEN,GRSF1,MSH2,FTSJ3,MSH6,PCBP2,NRAS,PRIM2,CIC,LNX2,KRAS,RAB3IP,BRCA1,TANC1,MACF1,ODC1,GNAS,UTP20,AHNAK,GOLGA4,FTSJ1,RBPJ,AKNA,H3F3A,HRAS,HDAC2,CDKN2A,ALS2,FUBP1 skin-neck-carcinoma-basal_cell_carcinoma skin-neck-carcinoma-basal_cell_carcinoma 0.0676909721924379 -2.69280245814139 11 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-scalp-carcinoma-basal_cell_carcinoma skin-scalp-carcinoma-basal_cell_carcinoma 0.0676909721924379 -2.69280245814139 11 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS placenta placenta 0.0676909721924379 -2.69280245814139 11 4 0.00154619250096637 2587 17385 3845,4893,23451,3265 KRAS,NRAS,SF3B1,HRAS pleomorphic_carcinoma pleomorphic_carcinoma 0.0676909721924379 -2.69280245814139 11 4 0.00154619250096637 2587 17385 3799,2261,3845,27436 KIF5B,FGFR3,KRAS,EML4 central_nervous_system-posterior_fossa-glioma-astrocytoma_Grade_I central_nervous_system-posterior_fossa-glioma-astrocytoma_Grade_I 0.0676909721924379 -2.69280245814139 11 4 0.00154619250096637 2587 17385 3845,4893,1029,5781 KRAS,NRAS,CDKN2A,PTPN11 mixed mixed 0.0702409301046773 -2.65582408793376 148 29 0.0112098956320062 2587 17385 21,2130,1788,4893,4678,4763,7428,23451,92797,143,6597,3845,80153,5925,22992,23336,5728,10075,57117,23523,6794,25897,2521,11319,4089,3265,1029,8535,8745 ABCA3,EWSR1,DNMT3A,NRAS,NASP,NF1,VHL,SF3B1,HELB,PARP4,SMARCA4,KRAS,EDC3,RB1,KDM2A,SYNM,PTEN,HUWE1,INTS12,CABIN1,STK11,RNF19A,FUS,ECD,SMAD4,HRAS,CDKN2A,CBX4,ADAM23 pancreas-ampulla_of_Vater-carcinoma-ductal_carcinoma pancreas-ampulla_of_Vater-carcinoma-ductal_carcinoma 0.0708543215070188 -2.64712931954653 46 11 0.00425202937765752 2587 17385 2778,4893,29927,4436,6794,3845,4089,3265,8027,2956,1029 GNAS,NRAS,SEC61A1,MSH2,STK11,KRAS,SMAD4,HRAS,STAM,MSH6,CDKN2A pancreas-ampulla_of_Vater-other-adenoma pancreas-ampulla_of_Vater-other-adenoma 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS central_nervous_system-frontal_lobe-glioma-oligoastrocytoma_Grade_II central_nervous_system-frontal_lobe-glioma-oligoastrocytoma_Grade_II 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 1031,5728,7428 CDKN2C,PTEN,VHL central_nervous_system-primitive_neuroectodermal_tumour-medulloblastoma central_nervous_system-primitive_neuroectodermal_tumour-medulloblastoma 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 2130,3020,1029 EWSR1,H3F3A,CDKN2A spindle_epithelial_tumour_with_thymus_like_differentiation spindle_epithelial_tumour_with_thymus_like_differentiation 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS central_nervous_system-hypothalamus-glioma-astrocytoma_Grade_II central_nervous_system-hypothalamus-glioma-astrocytoma_Grade_II 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 3845,3020,1029 KRAS,H3F3A,CDKN2A skin-lower_back-benign_melanocytic_nevus-congenital skin-lower_back-benign_melanocytic_nevus-congenital 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 4893,3265,1029 NRAS,HRAS,CDKN2A endometrium-carcinoma-mixed_serous_and_endometrioid_carcinoma endometrium-carcinoma-mixed_serous_and_endometrioid_carcinoma 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 3845,5728,1029 KRAS,PTEN,CDKN2A stomach-carcinoma-mixed_adenosquamous_carcinoma stomach-carcinoma-mixed_adenosquamous_carcinoma 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 3845,5728,1029 KRAS,PTEN,CDKN2A bone-tibia-osteosarcoma-osteoblastic bone-tibia-osteosarcoma-osteoblastic 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 5925,3845,1029 RB1,KRAS,CDKN2A haemangioblastoma haemangioblastoma 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 5728,7428,1029 PTEN,VHL,CDKN2A skin-benign_melanocytic_nevus-intradermal skin-benign_melanocytic_nevus-intradermal 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 2261,4893,1029 FGFR3,NRAS,CDKN2A blue blue 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS Askins_tumour Askins_tumour 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 2521,2130,1029 FUS,EWSR1,CDKN2A nasal_cavity nasal_cavity 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS large_intestine-anus-carcinoma-squamous_cell_carcinoma large_intestine-anus-carcinoma-squamous_cell_carcinoma 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS salivary_gland-nasal_cavity-carcinoma-adenoid_cystic_carcinoma salivary_gland-nasal_cavity-carcinoma-adenoid_cystic_carcinoma 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS thymus-thyroid-other-spindle_epithelial_tumour_with_thymus_like_differentiation thymus-thyroid-other-spindle_epithelial_tumour_with_thymus_like_differentiation 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS central_nervous_system-occipital_lobe-glioma-astrocytoma_Grade_II central_nervous_system-occipital_lobe-glioma-astrocytoma_Grade_II 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 3845,5728,1029 KRAS,PTEN,CDKN2A small_intestine-duodenum-adenoma small_intestine-duodenum-adenoma 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS salivary_gland-lip-carcinoma-adenoid_cystic_carcinoma salivary_gland-lip-carcinoma-adenoid_cystic_carcinoma 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 3845,5728,3265 KRAS,PTEN,HRAS upper_aerodigestive_tract-head_neck upper_aerodigestive_tract-head_neck 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS mixed_serous_and_endometrioid_carcinoma mixed_serous_and_endometrioid_carcinoma 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 3845,5728,1029 KRAS,PTEN,CDKN2A skin-arm-benign_melanocytic_nevus skin-arm-benign_melanocytic_nevus 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS bone-femur-osteosarcoma bone-femur-osteosarcoma 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 2778,3020,1029 GNAS,H3F3A,CDKN2A bone-extraskeletal-Askins_tumour bone-extraskeletal-Askins_tumour 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 2521,2130,1029 FUS,EWSR1,CDKN2A small_intestine-other-hamartoma small_intestine-other-hamartoma 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 2778,3845,6794 GNAS,KRAS,STK11 soft_tissue-blood_vessel-haemangioblastoma soft_tissue-blood_vessel-haemangioblastoma 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 5728,7428,1029 PTEN,VHL,CDKN2A genital_tract-extragonadal-choriocarcinoma genital_tract-extragonadal-choriocarcinoma 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS bone-femur-osteosarcoma-osteoblastic bone-femur-osteosarcoma-osteoblastic 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 5925,3845,1029 RB1,KRAS,CDKN2A haematopoietic_and_lymphoid_tissue-skin-lymphoid_neoplasm-peripheral_T_cell_lymphoma_unspecified haematopoietic_and_lymphoid_tissue-skin-lymphoid_neoplasm-peripheral_T_cell_lymphoma_unspecified 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 387,1788,6774 RHOA,DNMT3A,STAT3 adenoma-hyperplasia_NS adenoma-hyperplasia_NS 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 2778,4221,79577 GNAS,MEN1,CDC73 bone-scapula-chordoma bone-scapula-chordoma 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 4893,5728,1029 NRAS,PTEN,CDKN2A bone-osteosarcoma-osteoblastic bone-osteosarcoma-osteoblastic 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 5925,3845,1029 RB1,KRAS,CDKN2A bone-extraskeletal-chordoma bone-extraskeletal-chordoma 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 4893,5728,1029 NRAS,PTEN,CDKN2A parathyroid-adenoma-hyperplasia_NS parathyroid-adenoma-hyperplasia_NS 0.0722619286533368 -2.62745786314918 7 3 0.00115964437572478 2587 17385 2778,4221,79577 GNAS,MEN1,CDC73 polycythaemia_vera polycythaemia_vera 0.0731311613466441 -2.61550071924772 373 66 0.0255121762659451 2587 17385 6723,21,1788,9682,4763,23451,23304,9557,9919,80230,9815,1105,80153,667,27,1666,10073,6672,23336,51078,3572,7267,54989,1072,4893,7428,55035,6241,85461,55341,57602,2035,25929,3716,9031,11200,65980,10313,2139,51530,22927,1063,79048,55922,57599,5771,5925,84878,5728,284695,5781,9181,26019,6774,4670,51426,259266,84450,3845,54545,84295,5108,114885,996,3265,1029 SRM,ABCA3,DNMT3A,KDM4A,NF1,SF3B1,UBR2,CHD1L,SEC16A,RUFY1,GIT2,CHD1,EDC3,DST,ABL2,DECR1,SNUPN,SP100,SYNM,THAP4,IL6ST,TTC3,ZNF770,CFL1,NRAS,VHL,NOL8,RRM2,TANC1,LSG1,USP36,EPB41,GEMIN5,JAK1,BAZ1B,CHEK2,BRD9,RTN3,EYA2,ZC3HC1,HABP4,CENPF,SECISBP2,NKRF,WDR48,PTPN2,RB1,ZBTB45,PTEN,ZNF326,PTPN11,ARHGEF2,UPF2,STAT3,HNRNPM,POLK,ASPM,ZNF512,KRAS,MTMR12,PHF6,PCM1,OSBPL11,CDC27,HRAS,CDKN2A haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-polycythaemia_vera haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-polycythaemia_vera 0.0731311613466441 -2.61550071924772 373 66 0.0255121762659451 2587 17385 6723,21,1788,9682,4763,23451,23304,9557,9919,80230,9815,1105,80153,667,27,1666,10073,6672,23336,51078,3572,7267,54989,1072,4893,7428,55035,6241,85461,55341,57602,2035,25929,3716,9031,11200,65980,10313,2139,51530,22927,1063,79048,55922,57599,5771,5925,84878,5728,284695,5781,9181,26019,6774,4670,51426,259266,84450,3845,54545,84295,5108,114885,996,3265,1029 SRM,ABCA3,DNMT3A,KDM4A,NF1,SF3B1,UBR2,CHD1L,SEC16A,RUFY1,GIT2,CHD1,EDC3,DST,ABL2,DECR1,SNUPN,SP100,SYNM,THAP4,IL6ST,TTC3,ZNF770,CFL1,NRAS,VHL,NOL8,RRM2,TANC1,LSG1,USP36,EPB41,GEMIN5,JAK1,BAZ1B,CHEK2,BRD9,RTN3,EYA2,ZC3HC1,HABP4,CENPF,SECISBP2,NKRF,WDR48,PTPN2,RB1,ZBTB45,PTEN,ZNF326,PTPN11,ARHGEF2,UPF2,STAT3,HNRNPM,POLK,ASPM,ZNF512,KRAS,MTMR12,PHF6,PCM1,OSBPL11,CDC27,HRAS,CDKN2A bone-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour bone-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour 0.074331811735145 -2.59921626633042 6176 952 0.367993815229996 2587 17385 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C1,SLC12A2,N4BP2,CSNK1G3,ZNF189,TSTA3,GBA,SYVN1,SLTM,ARHGAP15,EVC2,MASTL,GNAS,TSC1,RBM25,KLHL15,ODF2,NFIL3,EXOC4,KIAA1328,ZFP90,NANP,SNRNP70,RBBP4,EHD4,C11orf1,PDSS2,PTDSS1,C7orf26,ADNP2,TMEM106C,TCF12,WASF2,MMACHC,PRKAB1,ASH1L,IMMT,CORO7,CHERP,MDH2,SMARCA4,UCK1,CLCC1,EXT2,CHD1,USP5,SAP130,IARS,CD3EAP,AKAP8,RPN2,APOOL,FAM3A,SCYL3,HTRA2,EBAG9,CSTF1,RLIM,UBQLN4,NXT1,ZNF500,PGGT1B,SELPLG,PCGF6,SMU1,METTL2A,ATXN1,WIPF1,BOLA1,CADM1,BICD2,AZI2,HERPUD2,TOLLIP,MBD3,RAD54B,PON2,ZNF317,TAB2,HPS5,TULP3,GADD45B,ANP32E,SCARB1,TMEM101,CCDC125,USP11,MAPK1,REEP4,ABCA1,TMEM33,PDF,CDS2,TRIP12,SH2D3A,CASP6,RAE1,SHPRH,DCTN2,LETMD1,MXD4,MYO9B,MFSD10,KIF5B,FGFR3,GART,SEC24C,RRBP1,TANK,PELO,ARHGEF2,BRD7,YIF1B,LDLRAD3,FBL,MYO5A,MICAL3,SLC25A1,NIPAL3,SAMD4B,GTF3C6,PHF20L1,TELO2,DCAF6,ADAM17,HMGN1,NASP,HELB,ASPM,ATP2C1,WDR81,MEN1,ZNF407,CDK11A,SYMPK,TARS,MAPK3,UPF1,ATAD2,ELMO1,MEGF9,ACAT1,ZMIZ1,ATP6V1C1,TERF1,HRAS,RAB3IL1 eye-uveal_tract-malignant_melanoma-epithelioid eye-uveal_tract-malignant_melanoma-epithelioid 0.0767684546716279 -2.56696146967112 16 5 0.00193274062620796 2587 17385 4893,79728,23451,4089,1029 NRAS,PALB2,SF3B1,SMAD4,CDKN2A haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm 0.0767684546716279 -2.56696146967112 16 5 0.00193274062620796 2587 17385 3845,4893,5728,3265,1029 KRAS,NRAS,PTEN,HRAS,CDKN2A kidney-Wilms_tumour kidney-Wilms_tumour 0.0770042851424959 -2.56389420747568 549 94 0.0363355237727097 2587 17385 112858,23451,6195,57661,5894,1457,6597,5566,11344,4067,1432,6621,7844,29904,1020,27,5164,23683,10783,2120,57147,51755,6733,5347,1263,4893,23476,208,7428,55872,9874,9448,3185,9088,9212,292,9262,10155,4216,80319,54623,3716,1198,11329,28996,10922,8312,3984,6794,6041,11200,5594,8899,10723,2130,5562,57410,7204,8621,6522,203054,4853,440275,1176,1452,55681,133746,2261,5925,5728,1612,5261,818,1456,5170,1455,5558,140609,27102,8491,3845,8289,2011,5605,1613,5595,84930,5597,4217,1017,26750,10114,3265,29959 TP53RK,SF3B1,RPS6KA1,PHRF1,RAF1,CSNK2A1,SMARCA4,PRKACA,TWF2,LYN,MAPK14,SNAPC4,RNF103,EEF2K,CDK5,ABL2,PDK2,PRKD3,NEK6,ETV6,SCYL3,CDK12,SRPK2,PLK1,PLK3,NRAS,BRD4,AKT2,VHL,PBK,TLK1,MAP4K4,HNRNPF,PKMYT1,AURKB,SLC25A5,STK17B,TRIM28,MAP3K4,CXXC4,PAF1,JAK1,CLK3,STK38,HIPK2,FASTK,AXIN1,LIMK1,STK11,RNASEL,CHEK2,MAPK1,PRPF4B,SLC12A7,EWSR1,PRKAA1,SCYL1,TRIO,CDK13,SLC4A2,ADCK5,NOTCH2,EIF2AK4,AP3S1,CSNK1A1,SCYL2,JMY,FGFR3,RB1,PTEN,DAPK1,PHKG2,CAMK2G,CSNK1G3,PDPK1,CSNK1G2,PRIM2,NEK7,EIF2AK1,MAP4K3,KRAS,ARID1A,MARK2,MAP2K2,DAPK3,MAPK3,MASTL,MAPK6,MAP3K5,CDK2,RPS6KC1,HIPK3,HRAS,NRBP1 prostate-carcinoma-adenocarcinoma prostate-carcinoma-adenocarcinoma 0.0781119281541532 -2.5496125045519 12749 1927 0.744878237340549 2587 17385 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HECA,ZBTB10,TSC2,ABCC10,HEXB,TGOLN2,CCNL2,ANKRD39,ZNF275,FBXO22,EEF2K,CDKN2C,NAPG,THAP4,RAD23B,ATP13A3,MECR,AP1M1,DNM2,UPRT,CRY2,RNF26,TIPARP,MGAT5,USP34,CCDC57,ERCC1,ZNF559,RHOBTB3,NRAS,GABPA,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,RAB22A,ARF4,KRIT1,AHNAK,SMAD2,MID1IP1,RAD18,RPS27A,MYO18A,OGT,MPV17,COX5A,RNASEL,SMAD1,ZNF75A,OAZ1,ANXA11,SLC25A33,ZNF720,NXT2,HIVEP3,CLSPN,KIAA0100,GGA1,RHOC,MUM1,CCZ1,TRIO,CUTA,DHX9,RAB23,KCTD17,EIF2AK4,APH1B,PARN,CDC73,HAUS2,MYL6B,COPB2,ATG4A,TFAP4,CD59,ERV3-1,SMC3,C4orf3,MEGF8,RIMS3,EFTUD2,GEMIN4,MRPL21,NUP85,PABPC1,PPA1,LUC7L2,EIF3L,IFRD1,AGGF1,FOXK1,RBM42,MTA2,TYW1,GTPBP4,SSR2,USP10,MAP7D1,MRPL16,MTX1,EIF4H,SFXN5,RDH11,MAGED2,FNTA,KPNA1,TXNDC16,PDLIM1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,MRPL3,ALS2,FAM72D,EXOC3,KARS,TRIM41,NQO1,POC1A,PTTG1,ANK3,VTI1A,TPX2,TBC1D13,DAZAP2,RCOR3,LCLAT1,GLRX3,CBWD5,CPNE3,REPS1,KIAA1147,RBM23,FBXL6,ZNF420,AHCTF1,TBC1D22A,SH3BP1,MTA1,TBC1D14,UBA5,NSFL1C,CLCN6,SEPT11,INTS12,GPD1L,ZC3H3,RPRD1B,ARL5A,PDCL3,SNX8,CPNE1,ERMP1,FAM118B,GOPC,IDH3A,CRNKL1,RPL38,CIRBP,POLR2D,E2F3,PFKFB3,GORAB,MEF2D,TANC1,RAB1A,GIGYF1,TMEM184C,PPP2CA,NSMCE2,CORO1C,CAMKMT,RNF38,DMWD,PPP5C,PITRM1,TUBB,USP13,COMMD10,MZT1,ZFP91,HABP4,TRMT6,CCM2,BTN3A1,ATG2B,IP6K2,WDR5,IFT27,NEIL2,PPP1R3B,GOLM1,RPA2,PSMD2,PDCD10,CLIC4,ITGB8,CBWD2,HUWE1,ARF5,ARHGEF1,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,GTF2H2,RPL22L1,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,RAB3IP,TTC33,PICALM,UTP20,SH3BP5,SLC19A1,MAGT1,GPS2,ACOX1,FAM3C,AEN,CD81,PARP10,YWHAH,GPATCH4,TMEM131,TRIM11,FAM129A,YTHDC2,SNX15,SND1,RUFY1,TRIM65,FANCI,PAPOLA,ZER1,CREM,FANCL,TET3,NUP210,GLIS2,NT5DC1,INTS1,IL6ST,SLC44A1,NOC2L,EIF5,MTPN,ASB6,TACC3,VPS13B,RYBP,PLK1,SEPT9,CELSR2,MIOS,RBX1,MBLAC2,CDC6,UBE2V1,UTP3,EAF2,KRTCAP2,LUC7L,LSG1,NECAP2,TRIM4,TRAM2,FBXO28,AGPAT2,CHD3,ZNF367,BCL7C,ARRDC1,ADAM9,KPNA2,PRPF4,DVL1,CLN3,BEND6,FAM208A,NGLY1,POT1,MYL12B,NUMB,CCDC137,ZNF564,RMND5A,CTU2,PARP12,ZCCHC9,HJURP,FAM53C,DNAJB2,CENPF,NKD2,LAMTOR3,SDC2,KLC1,CHCHD2,COX4I1,CDK13,RAB6A,NCKAP1,RSAD1,ARID1B,TNS3,UBE2Q2,CCP110,RINL,KIF13B,MBD2,ZNF746,XPA,ARL6IP1,CTR9,AHCY,GLE1,MRPL48,LRSAM1,HDHD2,NIPSNAP1,NTPCR,ABHD2,DCAF8,NSDHL,ACSL3,LDB1,AMD1,CAMSAP1,MAP4K3,ZNF761,STYXL1,APPL1,IRF5,NMT2,BBS12,HAUS8,RXRB,SDHB,PCM1,GALNT2,NLRC5,FAM122A,SIL1,DTD1,MYO9A,BTBD10,CCNB2,UNC13C,USP7,SART1,GLT8D1,TRAF7,SUCLG1,ARID2,NDUFAF2,TMX4,TOR1AIP1,SLC2A1,ZNF416,ZFYVE21,TM9SF3,RRAGC,ATP6V1B2,LYN,ZNF121,VAV1,OIP5,MRPL50,NRF1,PSMA6,ZNF473,ZNF302,BRPF3,WDR44,PPME1,EFCAB11,RPAP1,TARDBP,BCAP29,CABLES2,TOP1MT,LMAN1,STRAP,CTDSP2,ZNF583,SPSB3,PRPF19,SNX25,PPIF,KDM3B,MND1,CLCN3,BIRC3,POLR2G,ZNF780B,PPT1,RAB7A,ANKRD33B,PPIE,NUP155,DCLRE1C,CHMP2B,VDAC1,MRPS14,EIF3H,RHBDF2,TMEM201,GLOD4,SUGP1,IDE,DHX16,RBL1,STK38,UBXN2B,UHRF2,AP1S1,XRCC3,CHMP4B,SPRYD4,H3F3A,SLC22A23,CHID1,SMAD4,PARD3,SLC30A9,NADSYN1,CMAS,KLHL21,TMX3,CDCA8,HMGN3,SLC12A9,NCAPG,SCYL2,TUBGCP2,FZD6,HERC3,HOMER1,CTSS,WBP1L,POLR1B,ORC3,RNLS,RBM15B,YTHDC1,ACP2,RHOA,RPRD1A,CSRP1,BTAF1,METTL5,TOP3A,ARHGEF12,RANGAP1,PNPLA8,API5,ZFR,DDX23,RAB18,CACNB1,PDCD6,ATP6V1D,SEC23IP,L3MBTL3,NEIL3,CTBS,BBX,USP20,IMPDH1,TAF12,NR2F2,HIPK3,IFI16,NUP188,TXN,PNISR,PDCD6IP,LUZP1,GXYLT1,PRKCSH,ADAM10,TSC22D3,CXXC1,CUL1,USP39,NANS,GYG1,OAT,UBE2I,MYEF2,ASPHD2,ANKRD26,ZNF428,NOL11,RAB4A,TRA2B,SUCLG2,TAF5L,CISD2,SLC26A2,ZNF800,CDC5L,SRP72,OSBP2,KLF10,NSUN2,LACTB,USP22,RFC2,RAB2B,CLNS1A,EIF3A,PRIM1,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,LUC7L3,MAP4,C1orf109,MRPL27,PTPDC1,CCDC59,ZMAT3,NMD3,B4GALT2,PTOV1,PRPF38B,RECQL,C9orf78,DNAJC5,EWSR1,SCOC,VAV2,C16orf87,PRKAA1,ANKH,RRM1,DLGAP4,ACAP1,TATDN3,B4GALT1,PXMP2,ZNF79,PSEN1,TMEM165,PDXDC1,NPLOC4,CNOT3,YY1AP1,WDR48,SPAG5,RTKN,C12orf10,FAM192A,RPN1,CEP104,EXOSC7,LHX8,KLHL5,ARPC5,ZNRF2,LRRC8D,MSH2,DAPK1,PIGG,TPST1,FBXL7,OSTF1,CYC1,MRPL40,FAM171A1,APOL1,FDFT1,SOCS5,GCC2,PIGT,PRIM2,ELL2,EMB,RDH10,MFNG,ZNF574,GORASP2,EXOSC9,ARID1A,CAPZA2,ADRB2,FXR1,PTTG1IP,GOSR1,MAP2K2,CCT8,MTR,TWISTNB,PHF6,AKAP1,PI4K2A,XRCC5,DERL1,CAT,PFDN5,SLCO4A1,HSPBP1,MTHFD2,TTC13,GOLGA2,RBMX,MED15,USP32,FAM83D,APPL2,ARAP1,CABIN1,SAMD8,SMPD4,GPI,CDKN2A,NUDT3,CYTIP,ATXN3,RAB11B,RAF1,KIAA0232,POMP,BCL2L1,CD320,EPM2A,NUDT19,DECR1,MTMR4,ADCY9,MRPS27,TTC3,TP53BP2,RNASEH2A,AQR,RBM12B,ILKAP,CDK12,ANKLE2,BRD4,CDC123,OAF,NARF,LRRC8A,ELP4,ASB13,ERC1,TRIM28,SUPT16H,EIF3K,ZNF282,CHMP4A,HINT1,DSN1,DGCR8,SAFB,LMBR1,RWDD4,CBWD1,ATF6,NCLN,BEND3,XRCC4,EYA2,DYNC1LI2,ADAM23,NDUFS1,DEPDC1,B4GALT5,SLC41A1,MECP2,MANBA,TKT,FAM76A,ARGLU1,SECISBP2,LANCL1,POFUT1,HMG20A,FAM8A1,HEATR5B,HLA-A,WWP2,JAKMIP1,EBP,RFWD3,CCNK,DNAJC8,ELP5,FUT8,AXIN2,PTPN11,BTF3L4,MRPL54,FEM1B,RPL19,CNN2,CITED2,NDUFA3,MTX2,MSH6,JMJD4,KAT2A,RFXANK,RABIF,ADSL,FBXO9,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,COMMD4,GUF1,SMAP2,MYO1F,CBX3,ZHX1,OAZ2,NDUFS5,WDR62,WDR91,TAF6,ESPL1,DDB1,DEF6,HIGD2A,FAM83G,UBL3,NAT9,LYRM4,GPR132,COPA,UQCR10,HMGXB3,PHRF1,PTP4A3,ABCB10,BRIX1,MRPL19,SF3B2,PCYOX1L,DST,CDC42,SYNM,GOT2,RAB35,JAZF1,HADHB,RPF2,GPATCH1,SLC35C2,CNNM3,DRAM2,CARM1,WDR41,LARS,DEAF1,ZCCHC10,SNRNP200,CCDC138,LAP3,VHL,LRBA,TMEM216,SUMF2,ARHGDIB,KMT2C,OGFR,ASF1B,RPL37,MAN2A2,EIF4ENIF1,BRWD1,NIP7,U2SURP,PPM1G,SH3GLB2,MIA2,CRCP,BAZ1B,STK11,CHEK2,CLU,VPS4A,ZSWIM3,MRPL13,TSTD2,ATP6V0E1,DCAF5,UBE2D3,NSMCE4A,PPP1R2,PPP1R12A,ZCCHC8,UBXN1,NACA,C19orf25,PCSK7,EPN1,THRAP3,PM20D2,XPNPEP3,TTF1,QSOX2,PRPF18,NUP205,CHKA,LYAR,DTL,MED10,FAM89B,ZRANB1,SLC12A2,ATP6V0D1,CSNK1G3,TRAFD1,CREG1,NUDT4,SUGP2,EIF2A,SYVN1,SLTM,ARHGAP15,EVC2,MASTL,UAP1,NFIL3,FN3KRP,SLC16A1,YWHAZ,CTSA,EHD4,TSEN15,ADNP2,TCF12,CHMP2A,PRKAB1,FEZ2,CORO7,MDH2,UCK2,PMS2,SMARCA4,EXT2,MXD1,USP5,SAP130,HNRNPA2B1,RRN3,UBXN2A,IARS,NVL,CD3EAP,KIF14,CS,CYB5R1,CLTB,ZNF770,EBAG9,POU2AF1,UBQLN4,PGGT1B,SELPLG,SMU1,PCGF6,ATXN1,GLO1,OGDH,FAM72B,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,MBD3,PDHX,RPS9,PON2,SURF4,DUS3L,HNRNPR,STAT6,HPS5,ARNTL,FKBP5,CCDC125,BRD9,MAPK1,ABCA1,TMEM33,PDF,DNAJC2,GCLM,TRIP12,SHPRH,RAE1,SCYL1,DCTN2,NUP54,VPS45,PAWR,MYO9B,MXD4,DCUN1D4,PIP4K2A,GFM2,XPR1,FERMT3,SPPL2A,KIF5B,FASTKD3,FGFR3,MZT2A,KLHL20,SEC24C,PPIG,RRBP1,H2AFY,ARHGEF2,ANP32A,ATG13,LDLRAD3,FBL,ERI3,C12orf75,STAT3,SLC35A1,FRMD8,MYO5A,MICAL3,TGFB1,TXNL1,DCAF6,FAM49B,TIMMDC1,TMEM39A,PSPC1,HELB,SCFD2,RFFL,COG1,RCOR1,PRMT2,NDRG3,CDK11A,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ACAT1,MEGF9,CENPT,ZMIZ1,PLOD3,HRAS,RAB3IL1,ZSWIM6,CCDC93,RAB14,TMED7,ADD1,MRPS15,KDM4A,PIGQ,DHX8,GLUD1,CNTROB,PPP1R16B,PABPC4,PSMD1,GSDMB,NEK6,NSRP1,RABGAP1L,SRSF4,PDS5B,FNIP2,NUP153,PCBP2,KCNAB2,PLK3,PGAP2,PLEKHM3,MCL1,SMC2,DCUN1D5,PPFIA3,ICMT,SLC50A1,PLEKHF2,STOML2,PWWP2B,WDR11,AXIN1,LIMK1,ZNF689,MLYCD,ATE1,ATP6V0C,ST3GAL2,SMG9,TRIM52,FBXL3,E2F2,LONP2,PFKP,AAAS,SSRP1,DDX42,NDUFV2,PHF23,MRPS2,STRN4,CERK,TOP2B,SLC4A2,TMED3,EZH1,ITGB5,LMNA,RAVER2,GNS,DDX56,EIF2S2,INPP5A,INTS7,MCM5,PHF14,ZNF326,FOXN2,UBE2QL1,CARS2,ETV3,PRRC2A,C16orf72,RB1CC1,PGS1,DHX29,MAN1B1,TEX10,RPS10,MYBL2,UHRF1BP1,CBFA2T2,MPG,MATR3,CYB5A,NCDN,RHOB,LRRC14B,PTPRF,DTWD1,SCARB2,OSBPL11,CCDC86,SETD3,TEX30,CNOT6,NDE1,HEXA,SNX14,RNF139,EGLN1,ANKRD27,PPP1R37,ZNF296,ABCA3,SARNP,TRERF1,IVNS1ABP,UBR2,ACTR3,CHD1L,WDTC1,MON1B,TMEM97,MYH9,CREBL2,NIPA2,NIT2,NUF2,PRKACA,TCF19,SAFB2,TMEM161B,APP,ANKIB1,STAM,ARL6IP6,RAB21,PRKD3,CLUAP1,ATP2A2,SP100,ZKSCAN1,UTP18,GRSF1,ZCCHC2,DDA1,NUP107,ANKRD13C,ANAPC7,RNF19A,CEP63,MAVS,FAM76B,TMEM136,CLN6,ATF2,GCC1,RNF169,DCTN1,ADCY7,ATP6V1G1,ENPP4,PSRC1,MAP4K4,RNPS1,CDCA2,NUSAP1,DNAJA1,NDUFA7,FKBP3,GPR137,DDX17,CHCHD3,CDC16,SEC61A1,HIPK2,WDR7,RPLP1,CBLN2,MBOAT1,TICAM1,FUS,PDXK,ZBTB11,COIL,LRP8,LRCH1,ZNF786,GALK1,ANXA6,TMBIM4,SESTD1,TRAK1,GMCL1,AKT1S1,UBE4A,WRB,ZNF92,PNO1,KRI1,CAPN2,FBXO3,ADD3,GATC,NDUFB4,PPP1R8,PRDM4,GTSE1,DCP1A,TTLL12,TPCN1,S100A6,TMX1,IMPA2,HNRNPM,NUDC,PDPK1,PPP3CA,TK1,TNFAIP3,POLK,GALC,ZNF512,KIAA0930,MRPS10,MTMR12,PDE3B,RPA1,ZNF862,ZNF180,KIF18A,KEAP1,POLE,CCDC6,TATDN2,CAPN7,PML,LRPPRC,LY75,RGL1,PSAP,WDR76,IGBP1,FAF1,ANAPC4,COX15,DDX47,THOC1,AGRN,GPBP1L1,PPP1R15B,MCCC1,CSNK2A1,CDC42SE2,S1PR2,CDIPT,SEC16A,GIT2,BIRC2,ATPAF1,SSR1,LIN9,DLG5,ABL2,PCNA,TRMU,PIK3R2,XRCC2,ETV6,TXLNA,PPCDC,ZFYVE27,MYBL1,MCMBP,MRPL32,CCAR1,PTPRK,CDC37,ABCC5,PBXIP1,HARS,BAZ2A,TLK1,LNX2,EZR,LRP5,BRCA1,ESYT1,PRKRA,ANLN,STX16,RHEB,DPYSL3,EPB41,OPTN,TONSL,NAGLU,ACTB,PIEZO1,ZNF45,GLCCI1,NAA60,GEMIN7,SEPHS2,LZTR1,CTCF,ASAH1,RACGAP1,PPP3CB,B4GALT4,DOCK11,RLF,CRLF3,RAPGEF6,LRRC14,RB1,NUS1,VASP,MED8,VMP1,PPIL2,TIMELESS,SLC27A4,AHDC1,MDFIC,MAML1,TMEM8A,ALDH18A1,TRAPPC9,AACS,MEMO1,UTP15,EIF2AK1,KRAS,NFATC2IP,UBE4B,EIF4G2,ZDHHC3,ZNF174,PSMC4,MOSPD3,GOLGA4,ITPRIPL1,CDC27,SYNCRIP,PALB2,PRPS2,PRMT7,NIPA1,RNF114,TIGD2,KCTD7,NDUFA5,CYLD,UGP2,FOXM1,XAB2,MRPL39,SUMO2,ZADH2,GGPS1,DUSP22,COMMD8,RPL11,CSDE1,ATP6V0B,PDK2,MDM2,STRBP,CORO1A,METTL9,MINPP1,SAP30L,DVL2,POC5,GM2A,SLC39A9,CLPTM1,PSMA8,COQ10B,CPOX,TIGD5,CYP20A1,SLC26A6,MTMR6,NFATC2,PRPF3,KDM1B,TXNL4A,ARL5B,RPSA,USP36,CCDC127,SRSF1,DNAJC10,MRPL2,ATP1A1,PLEKHG4B,CLK3,SCAP,ZNF700,TIMM17A,CEP55,NCOA1,LTA4H,USP53,SLC25A39,ZC3HC1,ZNF146,INTS2,CTDP1,MIF4GD,CDC40,GOLIM4,RRP15,DAP,CDT1,ARID5A,SMC6,SUMF1,AP3S1,BZW2,WRNIP1,PTPN2,NDUFV1,SLC1A4,CWC27,TMA7,SLC35B4,ABCD1,DDX31,CENPM,PTGES3,RPAP3,CNTN5,MLEC,ZNF202,ZMYM5,CCDC34,PPWD1,FAM50B,RHOT2,CHCHD6,NEU1,TPD52L2,KPNA4,CDKN2AIPNL,GOLGA7,BIRC5,TWSG1,SNAP29,TFE3,CDCA7L,GLG1,FAM126A,PKD2,ACADM,CHMP7,RPS6KC1,SAT2,ZNF496,PPCS,TMEM41B,ZDHHC8,TAP1,YTHDF3,NHLRC3,PLXNA1,CCNB1,IKBIP,COMMD6,ELMOD2,POLR3K,KIFC1,ASAP2,SNUPN,DBNDD1,PARPBP,CNPY4,CDC25B,PLCL2,DNMT1,SEH1L,NOL12,ORAI2,ATG9A,AKT2,NOL8,GNG7,MKI67,AMDHD2,SLC17A5,GALNT7,AURKB,CCNF,ZFAND5,SLC25A5,RBM47,STT3A,TMED10,PTER,WDR4,EIF2D,ITGB1,PTPN7,DHTKD1,UQCRH,TRAF5,ARRB2,RTN3,ZNF598,DDX58,WSB2,PPIB,HSPH1,LIME1,MAPRE1,MUT,HLA-E,KIF23,SLC35B1,NOTCH2,PMF1,MAN2B1,METTL3,NDUFS4,CFLAR,FKBP1A,NDUFAF6,RNF121,SNX18,BDH1,CTPS1,ATP6V0A2,PCYT2,PIKFYVE,RNF135,GNAI2,LPCAT1,ANKHD1,EEF1D,TERF2,MORC3,PHF10,DDX28,KCTD20,SEPT8,DCTD,FAM133B,RIT1,PLEC,PKM,KDM3A,SF3A2,PATL1,ADSS,EPRS,ZNF777,ZFP92,NSF,QARS,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,TCOF1,YY1,PPP6R3,MAP3K5,PPP6R2,CDK2,CABLES1,NRBP1,ZC3HAV1,DNMT3A,RWDD1,TRIP10,ZBTB37,URB2,SF3B1,SUZ12,RPS6KA1,MAGED1,RAC1,GPR89A,EIF3D,OLA1,KLHL18,ADPGK,AP1B1,SDHA,GNB2,PAIP2,PHC2,FLAD1,CRKL,TERF2IP,MOAP1,APLP2,ZNF75D,SHC1,KDM2A,UCHL5,CDKN1B,TALDO1,NAA35,TMBIM1,GPX4,CCT2,ATP13A1,RFC3,MAPRE2,MKLN1,CUL3,SLBP,KIAA1586,GALK2,CDC23,AP4E1,H2AFV,SHCBP1,GAR1,POLG2,DHX57,PRDM11,NSA2,VEZF1,HSPA4,PPP2R5A,JAK1,ACYP1,TBL3,PPA2,SEL1L,STAT1,KLHDC4,TRIM32,B4GALT3,PDCD11,ATMIN,POLQ,RHEBL1,POU3F2,OTUD5,NCOR2,PKP4,BABAM1,TCF3,MRI1,BRAP,SLC25A12,MYNN,AGPAT3,SDF2L1,BLM,SPR,FOXO3,REEP5,RAB11A,MAD2L2,TMCC3,GTF2F1,MAT2B,RBM17,PTEN,RPL17,AHSA1,CENPJ,PRC1,UPF2,COPS7B,SLC38A10,TAGLN2,OSTC,CNOT6L,PACS2,NCOA2,SMC4,ZFP64,DENND4C,NET1,NEK7,RPL8,PARP4,ILF3,TBRG4,ANAPC2,LRRC1,RHOT1,MARK2,ECH1,PLD3,NUCB1,GNA12,FBXO21,SGSH,HGS,C1orf131,PRDX3,TTLL4,HNRNPH3,MFAP1,TFDP1,STX18,KHSRP,CCDC69,ASNA1,BRWD3,SSSCA1,BYSL,S100PBP,ESYT2,MIB2,UBE2E2,NPHP4,TMEM184B,ST13,NOP2,HNRNPAB,PLXNC1,UBN1,DCAF15,NF1,ALKBH5,MOGS,DNAJC24,ZNF107,UBE2Z,TAF6L,AGFG1,SIRT2,SLC29A1,KIF2C,USP48,SNRPD3,UBQLN2,BECN1,MAPK14,CUTC,SNAPC4,RNF103,EDC3,BCAT2,MBD4,ZNF804A,RAP1A,THADA,AP3S2,METTL14,DPYSL2,ATG3,IMPAD1,ZNHIT6,RCSD1,PHTF1,SRI,PPP1R12C,AKR1B1,KIF22,NDUFB9,JOSD1,ZBTB22,RP2,NFU1,TTC4,TECR,OGG1,ARID4A,TRIM14,FGFR1OP2,TIMM50,FYTTD1,TDP1,TRIM8,DPM1,FOPNL,SLC16A7,SLC25A22,STK17B,DHX15,ABHD5,CHAF1A,UBTF,CXXC4,GEMIN5,PAF1,UEVLD,SPATA2,IARS2,ATXN2L,GALNT10,COPS6,SASS6,STARD3NL,SLC12A7,RPS15,TBC1D12,PIGN,TM9SF4,AGTRAP,TIA1,MED13L,MEF2A,XPO7,EPHX2,SRRT,RHBDD1,NFATC3,ZNF449,BUD31,ZNF335,CAPZA1,GLTP,YBX1,KIFAP3,BCL2,KNTC1,ACAD8,UBE3C,N4BP2,KDELR1,HP1BP3,VOPP1,TSTA3,CIC,OXR1,SEPT7,ISG15,CAND1,GNAS,TSC1,NAP1L1,RBM25,EXOC4,KIAA1328,PITPNA,ZFP90,NANP,NAA20,RBBP4,PDSS2,MZT2B,PTDSS1,C7orf26,ZBTB24,MBD1,WASF2,MMACHC,TOMM20,ASH1L,IMMT,MPHOSPH8,CHERP,WDYHV1,IRF3,CHD1,MEAF6,PAIP1,ANKRD28,ANKLE1,CCDC50,AKAP8,PARL,RPN2,APOOL,CHTOP,PDIA6,F2R,FAM3A,SCYL3,ABI1,RLIM,ACSL5,FAM172A,ZNF500,PSMB7,NLN,WIPF1,TOR1AIP2,BUD13,AZI2,NDUFB1,BTBD1,RAD54B,DAP3,TMEM41A,ZNF317,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,AKNA,SMURF1,TSPAN5,CBX4,KIF3B,CDS2,GOLPH3L,SH2D3A,CASP6,EYA1,TOR3A,CDK2AP2,SRGN,MRPS26,DBF4,KLF13,RGS1,HDDC2,MAN1A1,FBXO5,GART,CTNNBL1,TANK,PELO,BRD7,YIF1B,TTC17,SAMD4B,GINS1,ZDHHC18,TELO2,ADAM17,NASP,ASPM,PPP1R21,PRKAR1B,WDR81,MEN1,ZNF407,SYMPK,TARS,SNRPA,MFN2,HSPA1B,HLA-B,ATAD2,PLAA,OSBPL8,KBTBD7,ZRANB2,MBD6,PREPL,TATDN1 lymphoid_neoplasm lymphoid_neoplasm 0.079183543806789 -2.53598678196837 12607 1906 0.736760726710475 2587 17385 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HECA,ZBTB10,TSC2,RBM4,CMTM6,ANKRD39,FBXO22,EEF2K,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,ATP13A3,MECR,AP1M1,DNM2,UPRT,TIPARP,LRRC59,ANKRD9,MGAT5,FTSJ3,USP34,CCDC57,ERCC1,RHOBTB3,NRAS,GABPA,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,WBP1,DIDO1,GINS4,KRIT1,BOLA3,AHNAK,SMAD2,RAD18,RPS27A,MYO18A,OGT,MPV17,COX5A,RNASEL,SMAD1,CHPF2,ZNF75A,ANXA11,SMNDC1,PDCD4,SLC25A33,ZNF720,NXT2,HIVEP3,CLSPN,KIAA0100,GGA1,CCZ1,MUM1,TRIO,DHX9,RAB23,EIF2AK4,PSMD9,APH1B,PARN,HAUS2,CDC73,COPB2,ATG4A,TFAP4,PDXP,SMC3,C4orf3,MEGF8,RIMS3,EFTUD2,FBXO7,MVP,NUP85,PABPC1,PHKG2,NSUN4,PPP6R1,PPA1,LUC7L2,EIF3L,IFRD1,AGGF1,FOXK1,MTA2,TYW1,GTPBP4,USP10,MAP7D1,MRPL16,ELK1,EIF4H,SFXN5,RDH11,MAGED2,FNTA,KPNA1,TXNDC16,PDLIM1,ETS2,TYW5,WIPI2,PDLIM5,ACSF2,MRPL3,ALS2,FAM72A,RHOG,EXOC3,KARS,TRIM41,NQO1,POC1A,ANK3,VTI1A,SLC35B2,INO80E,GLRX3,LCLAT1,CPNE3,REPS1,KIAA1147,ABHD16A,RBM23,AHCTF1,ZNF420,SH3BP1,TBC1D22A,MTA1,TBC1D14,UBA5,GMEB1,CLCN6,SEPT11,INTS12,ZNF226,GPD1L,ZC3H3,RPRD1B,CGGBP1,PDCL3,SNX8,GOPC,CRNKL1,RPL38,E2F3,HTATIP2,PFKFB3,MEF2D,RAB1A,TANC1,MAT2A,GIGYF1,TMEM184C,PPP2CA,VPS26B,LSM6,CORO1C,NSMCE2,CAMKMT,RNF38,DMWD,PPP5C,PITRM1,TUBB,USP13,COMMD10,MZT1,ZNF445,ZFP91,CCM2,HABP4,FLOT1,BTN3A1,ATG2B,PMVK,SLC25A43,NEIL2,GOLM1,RPA2,ZBTB45,PSMD2,PDCD10,CLIC4,ITGB8,HUWE1,ARHGEF1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ST8SIA2,ZNF710,GTF2H2,FBXL19,SPTAN1,TTPAL,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,C14orf132,LLPH,RAB3IP,PICALM,TTC33,UTP20,SH3BP5,SLC19A1,GPS2,ACOX1,FAM3C,PARP10,GPATCH4,TMEM131,WDR13,FAM129A,TRIM11,YTHDC2,SNX15,ENSA,NENF,SND1,PAPOLA,ZER1,PRNP,KRR1,CREM,TET3,FANCL,RAB8A,NUP210,NT5DC1,IL6ST,INTS1,SLC44A1,NOC2L,EIF5,MTPN,TACC3,VPS13B,RYBP,PLK1,PTPN18,SEPT9,CELSR2,MIOS,RBX1,SNRPB,PSMG1,CKAP2L,CDC6,PBRM1,EAF2,ODC1,USP21,LSG1,NECAP2,ALG3,TRIM4,TRAM2,FBXO28,AGPAT2,CHD3,ZNF367,E2F4,ARRDC1,ADAM9,PRPF4,BEND6,FAM208A,NGLY1,POT1,NUMB,CCDC137,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,DNAJB2,FAM53C,CENPF,NKD2,SDC2,LAMTOR3,KLC1,CHCHD2,ADCK5,CDK13,RAB6A,NCKAP1,ARID1B,C1GALT1,TNS3,MLX,UBE2Q2,CCP110,MBD2,SSBP3,KIF13B,ZNF746,CTR9,AHCY,GLE1,MRPL48,LRSAM1,HDHD2,NIPSNAP1,NTPCR,ABHD2,DCAF8,NSDHL,LDB1,AMD1,CAMSAP1,MAP4K3,ZNF761,METTL22,ICAM2,STYXL1,APPL1,RBM38,IRF5,NMT2,BBS12,SDHB,MBIP,PCM1,GALNT2,ORMDL2,TMEM168,COX7A2L,NLRC5,ZDHHC7,SIL1,DTD1,BTBD10,MYO9A,UNC13C,USP7,SART1,TRAF7,SUCLG1,ARID2,NDUFAF2,TOR1AIP1,TMX4,SLC2A1,ZNF416,TM9SF3,RRAGC,ATP6V1B2,LYN,PCBP1,ZNF121,OIP5,VAV1,MRPL50,NRF1,ZNF473,BRPF3,ZNF302,WDR44,PPME1,EFCAB11,RPAP1,TARDBP,BCAP29,CABLES2,TOP1MT,LMAN1,AHCYL1,STRAP,SPSB3,ZNF583,PRPF19,SNX25,PPIF,KDM3B,MND1,CLCN3,BIRC3,POLR2G,RAB7A,ANKRD33B,PPIE,NUP155,DCLRE1C,CHMP2B,VDAC1,MRPS14,RHBDF2,TMEM201,EIF3H,GLOD4,SUGP1,IDE,DHX16,RBL1,UBXN2B,FASTK,STK38,UHRF2,XRCC3,CHMP4B,H3F3A,SLC22A23,CHID1,SMAD4,PARD3,BCL2L12,SLC30A9,NADSYN1,UNK,CMAS,KLHL21,PDAP1,TMX3,CDCA8,HMGN3,ARF1,SLC12A9,NCAPG,SCYL2,TUBGCP2,FZD6,HERC3,HOMER1,CTSS,POLR1B,ORC3,RNLS,RBM15B,YTHDC1,ACP2,RHOA,RPRD1A,CSRP1,BTAF1,METTL5,TOP3A,RANGAP1,ARHGEF12,PNPLA8,PCGF1,ZFR,DDX23,RAB18,SEC23IP,TRIM26,PDCD6,ATP6V1D,L3MBTL3,NEIL3,CTBS,BBX,E2F1,IMPDH1,USP20,TMEM219,TAF12,NR2F2,HIPK3,IFI16,TXN,NUP188,MAX,PDCD6IP,PNISR,LUZP1,GXYLT1,ADAM10,PRKCSH,TSC22D3,CXXC1,CUL1,USP39,GYG1,OAT,MYEF2,SLC25A37,ASPHD2,ANKRD26,NOL11,RAB4A,TRA2B,CISD2,SLC26A2,MARCH2,ZNF800,CDC5L,SRP72,ZNF524,KLF10,OSBP2,NSUN2,LACTB,USP22,RFC2,RAB2B,CLNS1A,EIF3A,PRIM1,ZMYM3,IWS1,MAP3K4,ANKRD10,WAS,KIF18B,TPP2,LUC7L3,MRPL27,MAP4,BTF3,PTPDC1,CCDC59,ZMAT3,NMD3,PRPF38B,RECQL,COX5B,EWSR1,SCOC,ANKH,PRKAA1,RRM1,DLGAP4,TATDN3,B4GALT1,PXMP2,ZNF79,TMEM165,PSEN1,PDXDC1,NDUFS7,YY1AP1,WDR48,SPAG5,CNOT3,NPLOC4,RTKN,C12orf10,RPN1,CEP104,LHX8,EXOSC7,KLHL5,LRRC8D,ZNRF2,MSH2,TPST1,DAPK1,PIGG,FBXL7,OSTF1,MRPL40,PIK3IP1,CYC1,SYTL3,FAM171A1,APOL1,FDFT1,GCC2,PRIM2,PIGT,ELL2,EMB,RDH10,MFNG,RPS24,EXOSC9,ARID1A,C9orf40,PTTG1IP,FXR1,GOSR1,MTR,MAP2K2,CCT8,PHF6,HMGN2,AKAP1,PI4K2A,XRCC5,DERL1,SEC31A,CAT,SLCO4A1,HSPBP1,TTC13,GOLGA2,RBMX,MED15,PIAS2,FAM83D,USP32,APPL2,ARAP1,CABIN1,SMPD4,GPI,CDKN2A,NUDT3,CYTIP,ATXN3,TP53RK,REPS2,RAB11B,RAF1,KIAA0232,POMP,C2orf49,CD320,EPM2A,DECR1,CCNA2,MTMR4,RALB,ADCY9,LPIN2,MRPS27,BRI3,TTC3,RNASEH2A,AQR,TP53BP2,RBM12B,CDK12,ILKAP,CFL1,SAP30,ANKLE2,BRD4,CDC123,DRAP1,LRRC8A,ELP4,EDF1,PKMYT1,ASB13,ERC1,EML4,TRIM28,SUPT16H,AMZ2,EIF3K,ANKZF1,ZNF282,DSN1,DGCR8,SAFB,HAGHL,LMBR1,CBWD1,ATF6,BEND3,XRCC4,EYA2,DYNC1LI2,ADAM23,PRPF4B,NDUFS1,DEPDC1,SLC41A1,B4GALT5,MANBA,MECP2,TKT,CBLL1,ARGLU1,SECISBP2,LANCL1,HMG20A,FAM8A1,HEATR5B,HLA-A,WWP2,JAKMIP1,SLC25A36,RFWD3,DNAJC8,FUT8,PTPN11,AXIN2,RPL19,CNN2,CITED2,MTX2,MSH6,PDLIM2,JMJD4,LONRF3,FBXO9,PACS1,BMS1,KCNQ1,ARSK,MACF1,GUF1,KLF6,KIF11,FADD,SMAP2,MYO1F,CBX3,TMEM127,ZHX1,DUSP11,DDX5,WDR62,WDR91,TAF6,ESPL1,DEF6,IPO4,FAM83G,DDB1,UBL3,POLA2,NAT9,LYRM4,COPA,PHRF1,HMGXB3,PTP4A3,UBE2Q1,ABCB10,SF3B2,PCYOX1L,DST,SYNM,GOT2,RAB35,JAZF1,HADHB,GPATCH1,TCEA1,SLC35C2,CNNM3,DRAM2,CARM1,SRPK2,WDR41,DEAF1,LARS,SNRNP200,ZCCHC10,CCDC138,NCK1,LAP3,VHL,LRBA,TMEM216,SREK1,ARHGDIB,SUMF2,PITPNB,KMT2C,OGFR,ASF1B,RPL37,MAN2A2,HSPB11,EIF4ENIF1,BRWD1,U2SURP,PPM1G,MIA2,BAZ1B,STK11,CHEK2,CLU,VPS4A,ZSWIM3,MRPL13,CHPT1,TSTD2,DCAF5,ATP6V0E1,CAPN1,UBE2D3,PPP1R2,PPP1R12A,ZCCHC8,NACA,UBXN1,PM20D2,THRAP3,XPNPEP3,QSOX2,TTF1,NUP205,PRPF18,CHKA,LYAR,DTL,FAM89B,ZRANB1,SLC12A2,CSNK1G3,POLR2I,TRAFD1,NUDT4,SUGP2,SYVN1,EIF2A,VKORC1,SLTM,DAPK3,ARHGAP15,MASTL,EVC2,UAP1,SIAH2,SLC16A1,FN3KRP,YWHAZ,CTSA,EHD4,SNRNP70,C11orf1,TOB1,N4BP2L2,ADNP2,TCF12,CHMP2A,CORO7,FEZ2,MDH2,PMS2,UCK2,SMARCA4,UCK1,ORC1,EXT2,MXD1,USP5,SAP130,RRN3,UBXN2A,IARS,NVL,KIF14,CS,CLTB,DNAL4,EBAG9,CSTF1,POU2AF1,UBQLN4,PGGT1B,SELPLG,RNF25,PCGF6,ATXN1,BICD2,OGDH,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,RPS9,PDHX,PON2,DUS3L,HNRNPR,STAT6,HPS5,ARNTL,ANP32E,FKBP5,CCDC125,MAPK1,PDCD2L,ABCA1,TMEM33,PDF,DNAJC2,TRIP12,SHPRH,RAE1,SCYL1,DCTN2,NUP54,VPS45,CHIC2,PAWR,MXD4,MYO9B,DCUN1D4,PIP4K2A,GFM2,XPR1,FERMT3,SPPL2A,KIF5B,FASTKD3,FGFR3,KLHL20,SEC24C,PPIG,RRBP1,H2AFY,ARHGEF2,ANP32A,ATG13,LDLRAD3,FBL,ERI3,STAT3,C12orf75,SLC35A1,FRMD8,MICAL3,MYO5A,NIPAL3,TGFB1,ELOVL5,PHF20L1,HEMK1,FAM49B,TMEM39A,HELB,PSPC1,ATP2C1,SCFD2,COG1,RFFL,RCOR1,PRMT2,NDRG3,CDK11A,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,ACAT1,MEGF9,ZMIZ1,PLOD3,HRAS,RAB3IL1,ZSWIM6,CCDC93,RAB14,ADD1,KDM4A,PIGQ,XIAP,DHX8,GLUD1,CNTROB,PPP1R16B,CDK5,CALM2,PSMD1,NEK6,NSRP1,RABGAP1L,TTC9C,SRSF4,PDS5B,NUP153,FNIP2,KCNAB2,PCBP2,MLST8,PGAP2,PLK3,ZNF672,TMEM115,MCL1,PLEKHM3,PPFIA3,SMC2,DCUN1D5,ICMT,STOML2,BRMS1,TRIM47,PWWP2B,WDR11,ZNF689,AXIN1,LIMK1,ATE1,ST3GAL2,SMG9,E2F2,LONP2,AAAS,PFKP,SSRP1,NDUFV2,MRPL9,PHF23,STRN4,CERK,TOP2B,SLC4A2,EZH1,ZNRF3,ITGB5,LMNA,MCTS1,RAVER2,DDRGK1,GNS,DDX56,EIF2S2,SLC38A5,INTS7,INPP5A,MCM5,PHF14,ZNF326,CARS2,UBE2QL1,RB1CC1,PRRC2A,DHX29,PGS1,MAN1B1,TEX10,MYBL2,RPS10,UHRF1BP1,CBFA2T2,ABCF1,MATR3,RHOB,CYB5A,NCDN,LRRC14B,PTPRF,SCARB2,OSBPL11,CCDC86,DUSP3,SETD3,CNOT6,NDE1,HEXA,SNX14,RNF139,EGLN1,ZNF207,ANKRD27,PPP1R37,ZNF296,ABCA3,SARNP,TRERF1,IVNS1ABP,UBR2,CHD1L,ACTR3,TMEM97,WDTC1,MYH9,NIT2,NIPA2,ZNF267,SAFB2,PRKACA,STAM,APP,TMEM161B,ANKIB1,ARL6IP6,CLUAP1,PRKD3,RAB21,ATP2A2,SP100,UTP18,GRSF1,ZCCHC2,NUP107,ANKRD13C,RNF19A,FAM76B,CEP63,MAVS,ATF2,CLN6,GCC1,TMEM9,RNF169,DCTN1,ATP6V1G1,ADCY7,ENPP4,SHOC2,MAP4K4,RNPS1,WBP2,ATP6V0A1,CDCA2,NUSAP1,FKBP3,DDX17,TAF2,CHCHD3,PEX5,CDC16,SEC61A1,HIPK2,WDR7,RPLP1,MBOAT1,TICAM1,PDXK,FUS,ZBTB11,LRP8,LRCH1,GALK1,ZNF786,RPS2,TMBIM4,ANXA6,SESTD1,TRAK1,JMJD6,SIKE1,UBE4A,AKT1S1,ETS1,ZNF92,KRI1,FBXO3,CAPN2,ADD3,PPP1R8,DCP1A,GTSE1,TTLL12,SGCB,TPCN1,HNRNPM,TMX1,IMPA2,NUDC,PDPK1,PPP3CA,GUK1,TNFAIP3,GALC,POLK,ZNF512,KIAA0930,MTMR12,ZP3,DDX39A,PDE3B,RPA1,ZNF862,KIF18A,KEAP1,POLE,CCDC6,TATDN2,PITX1,MAPK6,CAPN7,LRPPRC,PML,LY75,C4orf46,SLC25A19,HMGB2,RGL1,PSAP,WDR76,IGBP1,USF2,ANAPC4,FAF1,DDX47,AGRN,THOC1,GNPDA1,PPP1R15B,MCCC1,CSNK2A1,CDC42SE2,CDIPT,S1PR2,SEC16A,GIT2,BIRC2,ATPAF1,SSR1,LIN9,ABL2,DLG5,TRMU,ETV6,PIK3R2,PPCDC,ZFYVE27,FAM86C1,MCMBP,MYBL1,MRPL32,CCAR1,ABCC5,PTPRK,CDC37,METTL1,HARS,BAZ2A,TLK1,MRPL12,GMFB,EZR,LNX2,LRP5,BRCA1,ESYT1,ANLN,STX16,RAB5B,RHEB,DPYSL3,SEPT1,TBC1D17,CDCA4,TONSL,NRM,NAGLU,QRSL1,ACTB,PIEZO1,ZNF45,GLCCI1,NAA60,GEMIN7,LZTR1,CTCF,RACGAP1,PPP3CB,B4GALT4,DOCK11,RLF,ASXL2,CRLF3,RAPGEF6,RB1,VASP,NUS1,VMP1,PPIL2,SLC27A4,TIMELESS,MDFIC,AHDC1,MAML1,TMEM8A,ABCC1,CYTH1,TRAPPC9,AACS,NQO2,MEMO1,KRAS,EIF2AK1,UBE4B,NFATC2IP,ARPC1A,EIF4G2,ZDHHC3,PSMC4,GOLGA4,ITPRIPL1,SYNCRIP,CDC27,PRPS2,TBPL1,PRMT7,NIPA1,RNF114,KCTD7,NDUFA5,CYLD,UGP2,FOXM1,MRPL39,SUMO2,COPE,HCFC1R1,GGPS1,DUSP22,COMMD8,CSDE1,PDK2,MDM2,STRBP,CORO1A,MINPP1,METTL9,SAP30L,POC5,CLPTM1,SLC39A9,PSMA8,COQ10B,BTG2,CPOX,CYP20A1,SLC26A6,MTMR6,NFATC2,PRPF3,KDM1B,ARL5B,TXNL4A,USP36,SRSF1,DNAJC10,ATP1A1,CLK3,SCAP,ZNF700,PLEKHG4B,PSMD3,TIMM17A,CEP55,ZNF436,DNAJC17,NCOA1,LTA4H,AP2S1,USP53,ZC3HC1,ZNF146,ATXN7L2,INTS2,CTDP1,GOLIM4,CDC40,MIF4GD,RRP15,DAP,CDT1,GNE,ARID5A,SMC6,ARFIP2,SUMF1,CHAC2,GGA2,CSNK1A1,RMI1,BZW2,TFRC,WRNIP1,PTPN2,IRF4,STARD9,NDUFV1,SLC1A4,CWC27,SLC35B4,ABCD1,DDX31,PTGES3,CAMK2G,RPAP3,MLEC,CNTN5,SNX2,ZMYM5,PPWD1,RHOT2,CHCHD6,TPD52L2,KPNA4,FBXO41,GOLGA7,TFE3,CDCA7L,GLG1,PGRMC1,FAM126A,PKD2,ACADM,RPS6KC1,CHMP7,SAT2,GCSH,ZNF496,PPCS,TMEM41B,TAP1,YTHDF3,PLXNA1,NHLRC3,CCNB1,IKBIP,COMMD6,SLC20A1,ELMOD2,ABHD14A,KIFC1,SNUPN,ASAP2,CYB5RL,PARPBP,CDC25B,TFG,PLCL2,PRADC1,DNMT1,SEH1L,NOL12,ORAI2,USO1,ATG9A,AKT2,PBK,NOL8,MKI67,DDX20,GALNT7,AMDHD2,AURKB,CCNF,MCFD2,SLC25A5,FOXRED1,MAK16,RBM47,STT3A,TMED10,WDR4,EIF2D,ITGB1,DHTKD1,UQCRH,ARRB2,TRAF5,RTN3,ZNF598,HDAC2,SVIP,DDX58,WSB2,PWWP2A,PPIB,HSPH1,MAPRE1,MUT,HLA-E,KIF23,MAN2B1,SLC35B1,NOTCH2,METTL3,COPG2,JMY,CFLAR,NDUFS4,SLC31A1,RNF121,SNX18,KLF16,HDAC7,ATIC,BDH1,ATP6V0A2,PCYT2,RNF135,PIKFYVE,GNAI2,LPCAT1,EEF1D,MORC3,TERF2,DDX28,PIP4K2C,SEPT8,KCTD20,PLEC,RIT1,TOMM40,KDM3A,PATL1,SF3A2,FAS,ADSS,EPRS,SERTAD2,TMEM54,NSF,ZFP92,QARS,DCK,ERGIC3,ACLY,LPCAT4,YY1,MAP3K5,PPP6R2,PPP6R3,RNF14,CDK2,NRBP1,CABLES1,ZC3HAV1,DNMT3A,CKLF,TRIP10,RPS6KA1,SF3B1,SUZ12,CAST,URB2,EIF3D,GPR89A,RAC1,MAGED1,OLA1,KLHL18,ADPGK,AP1B1,SDHA,GNB2,TERF2IP,MOAP1,PHC2,CRKL,FLAD1,CYHR1,APLP2,ZNF75D,SHC1,KDM2A,UCHL5,TNPO2,CDKN1B,TALDO1,NAA35,CCT2,CDKN2AIP,ATP13A1,MAPRE2,RFC3,MKLN1,ERF,CUL3,SLBP,KIAA1586,GALK2,POLG2,SHCBP1,AP4E1,DHX57,PRDM11,VEZF1,HSPA4,JAK1,PPP2R5A,MRPL55,TBL3,STAT1,SEL1L,PPA2,TRIM32,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,C1orf112,MRI1,TCF3,BABAM1,SLC25A12,BRAP,AGPAT3,MYNN,BLM,SPR,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,GTF2F1,TMCC3,RBM17,PTEN,CRAT,AHSA1,PRC1,UPF2,SLC38A10,COPS7B,CNOT6L,CREB1,IFT46,PACS2,NCOA2,SMC4,TSHZ1,ZFP64,DENND1B,NEK7,DENND4C,WDR18,PARP4,ILF3,RPL8,TBRG4,ANAPC2,LRRC1,RHOT1,TSR2,MARK2,ECH1,YIF1A,FBXO21,GNA12,PLD3,SGSH,C1orf131,HGS,TTLL4,SLC38A7,PRDX3,HNRNPH3,MFAP1,STX18,TFDP1,CCDC69,ASNA1,BRWD3,CPEB2,BYSL,ESYT2,MIB2,NPHP4,UBE2E2,SKA3,PLXNC1,TMEM184B,ST13,NOP2,UBN1,NF1,DCAF15,FLYWCH2,MOGS,ALKBH5,DNAJC24,ZNF107,KIF2C,TAF6L,SIRT2,SNRPD3,USP48,MAPK14,SNAPC4,CUTC,RNF103,EDC3,BCAT2,UBLCP1,MBD4,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,METTL14,ATG3,ZNHIT6,IMPAD1,DPYSL2,RCSD1,PHTF1,PPP1R12C,AKR1B1,KIF22,ZBTB22,JOSD1,RP2,NFU1,TTC4,TECR,ARID4A,TRIM14,FGFR1OP2,TIMM50,COPS8,FYTTD1,TDP1,TRIM8,DPM1,FOPNL,SLC16A7,SOX4,STK17B,DHX15,CHAF1A,ABHD5,PAF1,GEMIN5,UBTF,CXXC4,UEVLD,ATXN2L,IARS2,GALNT10,COPS6,SASS6,STARD3NL,SLC12A7,TBC1D12,RPS15,PIGN,UFC1,TIA1,MED13L,MEF2A,EPHX2,PITHD1,SRRT,RHBDD1,NFATC3,ZNF449,CAPZA1,ZNF335,BUD31,KIFAP3,BCL2,GLTP,YBX1,KNTC1,ACAD8,UBE3C,N4BP2,ZNF189,HP1BP3,ALDH9A1,VOPP1,CIC,OXR1,THNSL1,SEPT7,CAND1,GNAS,TSC1,NAP1L1,RBM25,CDCA5,EXOC4,NUP62,KIAA1328,ZFP90,PITPNA,RBBP4,NAA20,PTDSS1,MZT2B,PDSS2,ZBTB24,WASF2,TMEM106C,MBD1,MMACHC,IMMT,ASH1L,IFI27L1,MPHOSPH8,GNPNAT1,CHERP,WDYHV1,HNRNPUL2,PLAGL2,CHKB,IRF3,TWF2,CHD1,MEAF6,PAIP1,FARSA,ANKLE1,CCDC50,SAR1A,AKAP8,PARL,RPN2,SCAMP4,APOOL,CHTOP,F2R,PDIA6,ABI1,SCYL3,TMEM14C,RLIM,MOSPD1,ACSL5,FAM172A,ZNF500,PSMB7,NLN,WIPF1,TOR1AIP2,NDUFB1,BUD13,PEF1,BTBD1,RAD54B,DAP3,TAB2,TULP3,GADD45B,WDR59,SCARB1,GAS2,USP11,AKNA,SMURF1,REEP4,TSPAN5,CBX4,KIF3B,CDS2,MAGEH1,GOLPH3L,CASP6,EYA1,SRGN,MRPS26,DBF4,LETMD1,KLF13,MFSD10,HDDC2,RGS1,MAN1A1,FBXO5,GART,CTNNBL1,PELO,TANK,BRD7,YIF1B,TTC17,SLC25A1,SAMD4B,GINS1,ZDHHC18,CSNK1G2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,MEN1,ZNF407,SYMPK,SNRPA,TARS,MAPK3,MFN2,HLA-B,ATAD2,PLAA,OSBPL8,KBTBD7,ZRANB2,SRSF3,MBD6,ATP6V1C1,TATDN1,IDH3B,PREPL fallopian_tube-carcinoma-serous_carcinoma fallopian_tube-carcinoma-serous_carcinoma 0.0794727509678736 -2.5323410711969 103 21 0.00811751063007344 2587 17385 6731,51105,23152,259266,22993,1659,9452,3845,672,79091,9416,5925,79026,29028,55835,11329,115426,1855,9735,4217,55728 SRP72,PHF20L1,CIC,ASPM,HMGXB3,DHX8,ITM2A,KRAS,BRCA1,METTL22,DDX23,RB1,AHNAK,ATAD2,CENPJ,STK38,UHRF2,DVL1,KNTC1,MAP3K5,N4BP2 Wilms_tumour Wilms_tumour 0.0797398577811979 -2.52898572056202 550 94 0.0363355237727097 2587 17385 112858,23451,6195,57661,5894,1457,6597,5566,11344,4067,1432,6621,7844,29904,1020,27,5164,23683,10783,2120,57147,51755,6733,5347,1263,4893,23476,208,7428,55872,9874,9448,3185,9088,9212,292,9262,10155,4216,80319,54623,3716,1198,11329,28996,10922,8312,3984,6794,6041,11200,5594,8899,10723,2130,5562,57410,7204,8621,6522,203054,4853,440275,1176,1452,55681,133746,2261,5925,5728,1612,5261,818,1456,5170,1455,5558,140609,27102,8491,3845,8289,2011,5605,1613,5595,84930,5597,4217,1017,26750,10114,3265,29959 TP53RK,SF3B1,RPS6KA1,PHRF1,RAF1,CSNK2A1,SMARCA4,PRKACA,TWF2,LYN,MAPK14,SNAPC4,RNF103,EEF2K,CDK5,ABL2,PDK2,PRKD3,NEK6,ETV6,SCYL3,CDK12,SRPK2,PLK1,PLK3,NRAS,BRD4,AKT2,VHL,PBK,TLK1,MAP4K4,HNRNPF,PKMYT1,AURKB,SLC25A5,STK17B,TRIM28,MAP3K4,CXXC4,PAF1,JAK1,CLK3,STK38,HIPK2,FASTK,AXIN1,LIMK1,STK11,RNASEL,CHEK2,MAPK1,PRPF4B,SLC12A7,EWSR1,PRKAA1,SCYL1,TRIO,CDK13,SLC4A2,ADCK5,NOTCH2,EIF2AK4,AP3S1,CSNK1A1,SCYL2,JMY,FGFR3,RB1,PTEN,DAPK1,PHKG2,CAMK2G,CSNK1G3,PDPK1,CSNK1G2,PRIM2,NEK7,EIF2AK1,MAP4K3,KRAS,ARID1A,MARK2,MAP2K2,DAPK3,MAPK3,MASTL,MAPK6,MAP3K5,CDK2,RPS6KC1,HIPK3,HRAS,NRBP1 soft_tissue-blood_vessel-glomus_tumour soft_tissue-blood_vessel-glomus_tumour 0.0803484316980301 -2.52138270537081 26 7 0.00270583687669115 2587 17385 2261,3845,4893,4763,5605,3265,5781 FGFR3,KRAS,NRAS,NF1,MAP2K2,HRAS,PTPN11 adenosquamous_carcinoma adenosquamous_carcinoma 0.0803484316980301 -2.52138270537081 26 7 0.00270583687669115 2587 17385 2261,3845,4893,5605,3265,1029,5781 FGFR3,KRAS,NRAS,MAP2K2,HRAS,CDKN2A,PTPN11 glomus_tumour glomus_tumour 0.0803484316980301 -2.52138270537081 26 7 0.00270583687669115 2587 17385 2261,3845,4893,4763,5605,3265,5781 FGFR3,KRAS,NRAS,NF1,MAP2K2,HRAS,PTPN11 mixed_carcinoma mixed_carcinoma 0.0803484316980301 -2.52138270537081 26 7 0.00270583687669115 2587 17385 3845,672,1788,5728,4089,1029,4436 KRAS,BRCA1,DNMT3A,PTEN,SMAD4,CDKN2A,MSH2 biliary_tract-gallbladder-carcinoma-adenosquamous_carcinoma biliary_tract-gallbladder-carcinoma-adenosquamous_carcinoma 0.0803484316980301 -2.52138270537081 26 7 0.00270583687669115 2587 17385 2261,3845,4893,5605,3265,1029,5781 FGFR3,KRAS,NRAS,MAP2K2,HRAS,CDKN2A,PTPN11 atypical_teratoid-rhabdoid_tumour atypical_teratoid-rhabdoid_tumour 0.0812923599117139 -2.50970324086987 216 40 0.0154619250096637 2587 17385 9612,63967,4763,257218,7204,22906,79677,6597,83549,4853,9919,2261,5925,120,55342,5728,23648,5781,4436,284695,2956,4893,1952,7428,339175,157922,389072,3845,672,4221,58508,9203,2778,3984,6794,3020,5928,4089,3265,1029 NCOR2,CLSPN,NF1,SHPRH,TRIO,TRAK1,SMC6,SMARCA4,UCK1,NOTCH2,SEC16A,FGFR3,RB1,ADD3,STRBP,PTEN,SSBP3,PTPN11,MSH2,ZNF326,MSH6,NRAS,CELSR2,VHL,METTL2A,CAMSAP1,PLEKHM3,KRAS,BRCA1,MEN1,KMT2C,ZMYM3,GNAS,LIMK1,STK11,H3F3A,RBBP4,SMAD4,HRAS,CDKN2A central_nervous_system-brain-atypical_teratoid-rhabdoid_tumour central_nervous_system-brain-atypical_teratoid-rhabdoid_tumour 0.0812923599117139 -2.50970324086987 216 40 0.0154619250096637 2587 17385 9612,63967,4763,257218,7204,22906,79677,6597,83549,4853,9919,2261,5925,120,55342,5728,23648,4436,5781,284695,2956,4893,1952,7428,157922,339175,389072,3845,672,4221,58508,9203,2778,3984,6794,5928,3020,4089,3265,1029 NCOR2,CLSPN,NF1,SHPRH,TRIO,TRAK1,SMC6,SMARCA4,UCK1,NOTCH2,SEC16A,FGFR3,RB1,ADD3,STRBP,PTEN,SSBP3,MSH2,PTPN11,ZNF326,MSH6,NRAS,CELSR2,VHL,CAMSAP1,METTL2A,PLEKHM3,KRAS,BRCA1,MEN1,KMT2C,ZMYM3,GNAS,LIMK1,STK11,RBBP4,H3F3A,SMAD4,HRAS,CDKN2A haematopoietic_and_lymphoid_tissue-skin-haematopoietic_neoplasm-blastic_plasmacytoid_dendritic_cell_neoplasm haematopoietic_and_lymphoid_tissue-skin-haematopoietic_neoplasm-blastic_plasmacytoid_dendritic_cell_neoplasm 0.0814050565150342 -2.50831788855365 58 13 0.0050251256281407 2587 17385 2778,2261,5925,4893,5728,7428,23451,5781,6794,3845,4089,3265,1029 GNAS,FGFR3,RB1,NRAS,PTEN,VHL,SF3B1,PTPN11,STK11,KRAS,SMAD4,HRAS,CDKN2A meninges-meningioma meninges-meningioma 0.0843289649314998 -2.47302987949558 333 59 0.022806339389254 2587 17385 1788,84231,4763,23451,9778,6513,79073,2145,4853,10992,140809,7409,1031,2799,126549,2261,120,11235,54521,5728,5781,6143,7267,9735,81928,1265,5926,10057,4893,79065,56992,990,3845,672,11083,4209,4350,3029,292,5605,4542,11198,2778,7343,79139,7248,23646,5976,5525,11244,5709,22926,84280,4649,3020,254065,3265,1029,8745 DNMT3A,TRAF7,NF1,SF3B1,KIAA0232,SLC2A1,TMEM109,EZH1,NOTCH2,SF3B2,SRXN1,VAV1,CDKN2C,GNS,ANKLE1,FGFR3,ADD3,PDCD10,WDR44,PTEN,PTPN11,RPL19,TTC3,KNTC1,CABLES2,CNN2,ARID4A,ABCC5,NRAS,ATG9A,KIF15,CDC6,KRAS,BRCA1,DIDO1,MEF2D,MPG,HAGH,SLC25A5,MAP2K2,MYO1F,SUPT16H,GNAS,UBTF,DERL1,TSC1,PLD3,UPF1,PPP2R5A,ZHX1,PSMD3,ATF6,BTBD10,MYO9A,H3F3A,BRWD3,HRAS,CDKN2A,ADAM23 fallopian_tube fallopian_tube 0.0886019466921728 -2.42360144991752 116 23 0.00889060688055663 2587 17385 6731,51105,4893,23152,259266,22993,1659,9452,3845,672,79091,9416,5925,79026,29028,5728,55835,11329,115426,1855,9735,4217,55728 SRP72,PHF20L1,NRAS,CIC,ASPM,HMGXB3,DHX8,ITM2A,KRAS,BRCA1,METTL22,DDX23,RB1,AHNAK,ATAD2,PTEN,CENPJ,STK38,UHRF2,DVL1,KNTC1,MAP3K5,N4BP2 clear_cell clear_cell 0.0899761967524291 -2.40821012416158 12 4 0.00154619250096637 2587 17385 4893,3020,5728,1029 NRAS,H3F3A,PTEN,CDKN2A left left 0.0899761967524291 -2.40821012416158 12 4 0.00154619250096637 2587 17385 3845,6794,1029,4436 KRAS,STK11,CDKN2A,MSH2 skin-benign_melanocytic_nevus skin-benign_melanocytic_nevus 0.0899761967524291 -2.40821012416158 12 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS central_nervous_system-brain-primitive_neuroectodermal_tumour-medulloblastoma-classic central_nervous_system-brain-primitive_neuroectodermal_tumour-medulloblastoma-classic 0.0899761967524291 -2.40821012416158 12 4 0.00154619250096637 2587 17385 3845,4893,3265,8312 KRAS,NRAS,HRAS,AXIN1 haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-angioimmunoblastic_T_cell_lymphoma haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-angioimmunoblastic_T_cell_lymphoma 0.0899761967524291 -2.40821012416158 12 4 0.00154619250096637 2587 17385 387,1788,58508,1029 RHOA,DNMT3A,KMT2C,CDKN2A oligodendroglioma_Grade_III oligodendroglioma_Grade_III 0.0909877379638978 -2.39703052919404 310 55 0.0212601468882876 2587 17385 59269,7874,23232,23511,64761,10015,91942,4763,288,85409,22839,6522,23423,5361,4853,9919,8678,1031,2261,5925,4931,10075,5728,2926,4436,51006,117246,2956,5094,4893,5558,23152,222484,3845,117177,672,85461,4953,79801,23499,2778,27340,79026,2803,3716,24140,3516,80709,3020,19,3265,3066,57679,1029,8880 HIVEP3,USP7,TBC1D12,NUP188,PARP12,PDCD6IP,NDUFAF2,NF1,ANK3,NKD2,DLGAP4,SLC4A2,TMED3,PLXNA1,NOTCH2,SEC16A,BECN1,CDKN2C,FGFR3,RB1,NVL,HUWE1,PTEN,GRSF1,MSH2,SLC35C2,FTSJ3,MSH6,PCBP2,NRAS,PRIM2,CIC,LNX2,KRAS,RAB3IP,BRCA1,TANC1,ODC1,SHCBP1,MACF1,GNAS,UTP20,AHNAK,GOLGA4,JAK1,FTSJ1,RBPJ,AKNA,H3F3A,ABCA1,HRAS,HDAC2,ALS2,CDKN2A,FUBP1 central_nervous_system-thalamus-glioma-astrocytoma_Grade_IV central_nervous_system-thalamus-glioma-astrocytoma_Grade_IV 0.0919785542186953 -2.38619983542513 99 20 0.00773096250483185 2587 17385 9371,4763,4650,58508,51657,23085,57492,329,1912,5925,5728,4436,3020,2956,1029,57679,53635,4363,127002,8899 KIF3B,NF1,MYO9B,KMT2C,STYXL1,ERC1,ARID1B,BIRC2,PHC2,RB1,PTEN,MSH2,H3F3A,MSH6,CDKN2A,ALS2,PTOV1,ABCC1,ATXN7L2,PRPF4B urinary_tract-bladder-carcinoma-adenocarcinoma urinary_tract-bladder-carcinoma-adenocarcinoma 0.0922106151557947 -2.38368002320516 32 8 0.00309238500193274 2587 17385 2261,4893,208,5781,3845,3265,27436,5605 FGFR3,NRAS,AKT2,PTPN11,KRAS,HRAS,EML4,MAP2K2 acute_leukaemic_transformation_of_primary_myelofibrosis acute_leukaemic_transformation_of_primary_myelofibrosis 0.0922106151557947 -2.38368002320516 32 8 0.00309238500193274 2587 17385 1788,4893,4763,5728,23451,3845,3265,84295 DNMT3A,NRAS,NF1,PTEN,SF3B1,KRAS,HRAS,PHF6 haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_leukaemic_transformation_of_primary_myelofibrosis haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_leukaemic_transformation_of_primary_myelofibrosis 0.0922106151557947 -2.38368002320516 32 8 0.00309238500193274 2587 17385 1788,4893,4763,5728,23451,3845,3265,84295 DNMT3A,NRAS,NF1,PTEN,SF3B1,KRAS,HRAS,PHF6 Kaposi_sarcoma Kaposi_sarcoma 0.0951649595323229 -2.35214347707946 27 7 0.00270583687669115 2587 17385 2261,7248,3845,4893,7249,5728,3265 FGFR3,TSC1,KRAS,NRAS,TSC2,PTEN,HRAS soft_tissue-blood_vessel-Kaposi_sarcoma soft_tissue-blood_vessel-Kaposi_sarcoma 0.0951649595323229 -2.35214347707946 27 7 0.00270583687669115 2587 17385 2261,7248,3845,4893,7249,5728,3265 FGFR3,TSC1,KRAS,NRAS,TSC2,PTEN,HRAS thymus-thymoma thymus-thymoma 0.0959684564124553 -2.34373572054514 17 5 0.00193274062620796 2587 17385 3845,4893,5728,3265,1029 KRAS,NRAS,PTEN,HRAS,CDKN2A thymoma thymoma 0.0959684564124553 -2.34373572054514 17 5 0.00193274062620796 2587 17385 3845,4893,5728,3265,1029 KRAS,NRAS,PTEN,HRAS,CDKN2A eye eye 0.0965354553198843 -2.3378449254754 619 104 0.0402010050251256 2587 17385 21,9185,196528,4763,23451,23155,10308,387921,50804,2783,80153,25926,23336,54680,26155,7752,118813,57117,26015,25897,11319,23171,23141,51780,4893,54468,51056,7428,4170,672,58508,5869,5698,84549,1665,30968,7343,55608,54014,4669,148022,6794,1762,3020,56994,4089,8535,124411,5965,2584,2130,9703,7410,26511,5827,4697,10237,10314,4125,23042,6242,2962,2261,5925,431707,51320,5728,10075,9632,4436,5781,124565,89910,10370,26986,1936,2956,81552,83696,7128,4678,65985,92797,143,3845,5339,4221,3275,1982,23499,55843,2778,159,28231,51382,5426,79728,27316,5476,23636,80221,3265,1029,29945 ABCA3,REPS2,ARID2,NF1,SF3B1,CLCC1,ZNF267,NHLRC3,MYEF2,GNB2,EDC3,NOL11,SYNM,ZNHIT6,NOC2L,ZNF200,ZFYVE27,INTS12,RPAP1,RNF19A,ECD,GPD1L,ANKLE2,KDM3B,NRAS,MIOS,LAP3,VHL,MCL1,BRCA1,KMT2C,RAB5B,PSMB9,MAK16,DHX15,STOML2,UBTF,ANKRD10,BRWD1,NAGLU,TICAM1,STK11,DMWD,H3F3A,CHPT1,SMAD4,CBX4,ZNF720,RECQL,GALK1,EWSR1,KIAA0100,VAV2,CHIC2,PXMP2,NDUFA4,SLC35B1,LANCL1,MAN2B1,PDXDC1,RTKN,GTF2F1,FGFR3,RB1,LHX8,MEX3C,PTEN,HUWE1,SEC24C,MSH2,PTPN11,SLC38A10,UBE3B,CITED2,PABPC1,EEF1D,MSH6,VOPP1,TRAPPC9,TNFAIP3,NASP,AACS,HELB,PARP4,KRAS,PLEC,MEN1,PRMT2,EIF4G2,MACF1,ARHGAP15,GNAS,ADSS,SLCO4A1,ATP6V1D,POLE,PALB2,RBMX,CTSA,NUP62,ACSF2,HRAS,CDKN2A,ANAPC4 thymus thymus 0.0968247171811592 -2.33485297451345 22 6 0.00231928875144956 2587 17385 3845,4893,4221,5728,3265,1029 KRAS,NRAS,MEN1,PTEN,HRAS,CDKN2A bone-skull-chordoma bone-skull-chordoma 0.0968247171811592 -2.33485297451345 22 6 0.00231928875144956 2587 17385 3845,4893,3020,5728,3265,1029 KRAS,NRAS,H3F3A,PTEN,HRAS,CDKN2A central_nervous_system-brainstem-glioma-astrocytoma_Grade_I central_nervous_system-brainstem-glioma-astrocytoma_Grade_I 0.101495703835474 -2.28773880814019 38 9 0.00347893312717433 2587 17385 2778,2261,4893,5781,1185,3845,5605,3265,1029 GNAS,FGFR3,NRAS,PTPN11,CLCN6,KRAS,MAP2K2,HRAS,CDKN2A mediastinum mediastinum 0.101495703835474 -2.28773880814019 38 9 0.00347893312717433 2587 17385 1031,2261,4893,7128,5781,3845,6774,3265,1029 CDKN2C,FGFR3,NRAS,TNFAIP3,PTPN11,KRAS,STAT3,HRAS,CDKN2A myelodysplastic-myeloproliferative_neoplasm-unclassifiable myelodysplastic-myeloproliferative_neoplasm-unclassifiable 0.101825123734379 -2.2844984102814 112 22 0.00850405875531504 2587 17385 387,1788,4893,4763,23451,3845,58508,9262,84295,2778,5925,5108,5728,28996,2120,5781,1027,6774,1786,3265,1029,6733 RHOA,DNMT3A,NRAS,NF1,SF3B1,KRAS,KMT2C,STK17B,PHF6,GNAS,RB1,PCM1,PTEN,HIPK2,ETV6,PTPN11,CDKN1B,STAT3,DNMT1,HRAS,CDKN2A,SRPK2 haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-myelodysplastic-myeloproliferative_neoplasm-unclassifiable haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-myelodysplastic-myeloproliferative_neoplasm-unclassifiable 0.101825123734379 -2.2844984102814 112 22 0.00850405875531504 2587 17385 387,1788,4893,4763,23451,3845,58508,9262,84295,2778,5925,5108,5728,28996,2120,5781,1027,6774,1786,3265,1029,6733 RHOA,DNMT3A,NRAS,NF1,SF3B1,KRAS,KMT2C,STK17B,PHF6,GNAS,RB1,PCM1,PTEN,HIPK2,ETV6,PTPN11,CDKN1B,STAT3,DNMT1,HRAS,CDKN2A,SRPK2 yolk_sac_tumour yolk_sac_tumour 0.102977901660931 -2.27324086075225 83 17 0.00657131812910707 2587 17385 56478,1788,4893,22992,4763,5728,23303,7156,6597,9972,3845,7528,3265,51304,4089,1029,6733 EIF4ENIF1,DNMT3A,NRAS,KDM2A,NF1,PTEN,KIF13B,TOP3A,SMARCA4,NUP153,KRAS,YY1,HRAS,ZDHHC3,SMAD4,CDKN2A,SRPK2 skin-vulva-malignant_melanoma-nodular skin-vulva-malignant_melanoma-nodular 0.103174021054789 -2.27133819159021 8 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-mucosal-malignant_melanoma-desmoplastic skin-mucosal-malignant_melanoma-desmoplastic 0.103174021054789 -2.27133819159021 8 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS desmoplastic_infantile_ganglioglioma desmoplastic_infantile_ganglioglioma 0.103174021054789 -2.27133819159021 8 3 0.00115964437572478 2587 17385 3845,3020,84669 KRAS,H3F3A,USP32 lung-carcinoma-giant_cell_carcinoma lung-carcinoma-giant_cell_carcinoma 0.103174021054789 -2.27133819159021 8 3 0.00115964437572478 2587 17385 5925,3845,23451 RB1,KRAS,SF3B1 central_nervous_system-parietal_lobe-glioma-astrocytoma_Grade_II central_nervous_system-parietal_lobe-glioma-astrocytoma_Grade_II 0.103174021054789 -2.27133819159021 8 3 0.00115964437572478 2587 17385 3845,3020,1029 KRAS,H3F3A,CDKN2A cranium cranium 0.103174021054789 -2.27133819159021 8 3 0.00115964437572478 2587 17385 2130,5728,1029 EWSR1,PTEN,CDKN2A bone-chondrosarcoma-conventional bone-chondrosarcoma-conventional 0.103174021054789 -2.27133819159021 8 3 0.00115964437572478 2587 17385 2130,4893,1029 EWSR1,NRAS,CDKN2A melanocytic_neoplasm melanocytic_neoplasm 0.103174021054789 -2.27133819159021 8 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS central_nervous_system-parietooccipital-glioma-astrocytoma_Grade_IV central_nervous_system-parietooccipital-glioma-astrocytoma_Grade_IV 0.103174021054789 -2.27133819159021 8 3 0.00115964437572478 2587 17385 3020,2956,4436 H3F3A,MSH6,MSH2 giant_cell_carcinoma giant_cell_carcinoma 0.103174021054789 -2.27133819159021 8 3 0.00115964437572478 2587 17385 5925,3845,23451 RB1,KRAS,SF3B1 central_nervous_system-cerebral_cortex-glioma-astrocytoma_Grade_IV central_nervous_system-cerebral_cortex-glioma-astrocytoma_Grade_IV 0.103174021054789 -2.27133819159021 8 3 0.00115964437572478 2587 17385 3020,2956,4436 H3F3A,MSH6,MSH2 skin-vulva-malignant_melanoma-superficial_spreading skin-vulva-malignant_melanoma-superficial_spreading 0.103174021054789 -2.27133819159021 8 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS meninges-melanocytic_neoplasm meninges-melanocytic_neoplasm 0.103174021054789 -2.27133819159021 8 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS haematopoietic_and_lymphoid_tissue-other-normal haematopoietic_and_lymphoid_tissue-other-normal 0.103174021054789 -2.27133819159021 8 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-vulva-malignant_melanoma-mucosal_lentiginous skin-vulva-malignant_melanoma-mucosal_lentiginous 0.103174021054789 -2.27133819159021 8 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS central_nervous_system-basal_ganglia-glioma-astrocytoma_Grade_IV central_nervous_system-basal_ganglia-glioma-astrocytoma_Grade_IV 0.103174021054789 -2.27133819159021 8 3 0.00115964437572478 2587 17385 3845,3020,1029 KRAS,H3F3A,CDKN2A meninges-malignant_melanoma meninges-malignant_melanoma 0.103174021054789 -2.27133819159021 8 3 0.00115964437572478 2587 17385 4893,3265,1029 NRAS,HRAS,CDKN2A urinary_tract-bladder-other-neoplasm urinary_tract-bladder-other-neoplasm 0.103174021054789 -2.27133819159021 8 3 0.00115964437572478 2587 17385 3845,5728,3265 KRAS,PTEN,HRAS skin-mucosal-malignant_melanoma-superficial_spreading skin-mucosal-malignant_melanoma-superficial_spreading 0.103174021054789 -2.27133819159021 8 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS lung-other-dysplasia-carcinoma_in_situ lung-other-dysplasia-carcinoma_in_situ 0.103174021054789 -2.27133819159021 8 3 0.00115964437572478 2587 17385 3845,27436,6929 KRAS,EML4,TCF3 urinary_tract-bladder-carcinoma-squamous_cell_carcinoma urinary_tract-bladder-carcinoma-squamous_cell_carcinoma 0.106613895067984 -2.23854142801524 33 8 0.00309238500193274 2587 17385 2261,4893,208,5781,3845,3265,5605,1029 FGFR3,NRAS,AKT2,PTPN11,KRAS,HRAS,MAP2K2,CDKN2A central_nervous_system-temporal_lobe-glioma-oligoastrocytoma_Grade_II central_nervous_system-temporal_lobe-glioma-oligoastrocytoma_Grade_II 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 1031,5728 CDKN2C,PTEN haematopoietic_and_lymphoid_tissue-adrenal_gland-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma haematopoietic_and_lymphoid_tissue-adrenal_gland-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,5728 KRAS,PTEN skin-shoulder-in_situ_epithelial_neoplasm-Bowen_disease skin-shoulder-in_situ_epithelial_neoplasm-Bowen_disease 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS fibrous_dysplasia fibrous_dysplasia 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 2778,79577 GNAS,CDC73 pituitary-adenoma-FSH pituitary-adenoma-FSH 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 4221,1029 MEN1,CDKN2A large_intestine-colon-carcinoma-neuroendocrine_carcinoma large_intestine-colon-carcinoma-neuroendocrine_carcinoma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 6597,3845 SMARCA4,KRAS salivary_gland-mouth-carcinoma-adenoid_cystic_carcinoma salivary_gland-mouth-carcinoma-adenoid_cystic_carcinoma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 10163,831 WASF2,CAST central_nervous_system-frontotemporal-glioma-astrocytoma_Grade_IV central_nervous_system-frontotemporal-glioma-astrocytoma_Grade_IV 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3020,1029 H3F3A,CDKN2A small_intestine-duodenum-adenoma-pyloric_gland small_intestine-duodenum-adenoma-pyloric_gland 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 2778,3845 GNAS,KRAS salivary_gland-tongue-carcinoma-mucoepidermoid_carcinoma salivary_gland-tongue-carcinoma-mucoepidermoid_carcinoma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3265,1029 HRAS,CDKN2A soft_tissue-fibrous_tissue_and_uncertain_origin-fibroma soft_tissue-fibrous_tissue_and_uncertain_origin-fibroma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 7248,7249 TSC1,TSC2 skin-ear-benign_melanocytic_nevus-Spitz skin-ear-benign_melanocytic_nevus-Spitz 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS large_intestine-caecum-adenoma-tubular large_intestine-caecum-adenoma-tubular 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS skin-malignant_melanoma-vertical_growth_phase skin-malignant_melanoma-vertical_growth_phase 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A oesophagus-other-intraepithelial_neoplasia oesophagus-other-intraepithelial_neoplasia 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,1029 KRAS,CDKN2A oesophagus-other-dysplasia oesophagus-other-dysplasia 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,1029 KRAS,CDKN2A skin-ankle-other-atypical_Spitzoid_tumour skin-ankle-other-atypical_Spitzoid_tumour 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3265,1029 HRAS,CDKN2A skin-flank-benign_melanocytic_nevus-intradermal skin-flank-benign_melanocytic_nevus-intradermal 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A skin-back-benign_melanocytic_nevus-intradermal skin-back-benign_melanocytic_nevus-intradermal 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A central_nervous_system-spinal_cord-other-ganglioglioma central_nervous_system-spinal_cord-other-ganglioglioma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,2120 KRAS,ETV6 upper_aerodigestive_tract-head_neck-other-dysplasia upper_aerodigestive_tract-head_neck-other-dysplasia 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 5728,1029 PTEN,CDKN2A endometrium-hyperplasia-complex endometrium-hyperplasia-complex 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,5728 KRAS,PTEN middle_cerebellar_peduncle middle_cerebellar_peduncle 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,2120 KRAS,ETV6 skin-ovary-malignant_melanoma skin-ovary-malignant_melanoma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 4893,5728 NRAS,PTEN small_intestine-duodenum-other-hamartoma small_intestine-duodenum-other-hamartoma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 2778,3845 GNAS,KRAS bone-humerus-osteosarcoma bone-humerus-osteosarcoma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3020,1029 H3F3A,CDKN2A skin-lower_extremity-malignant_melanoma-nodular skin-lower_extremity-malignant_melanoma-nodular 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A large_intestine-other-hamartoma large_intestine-other-hamartoma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,6794 KRAS,STK11 bone-femur-osteosarcoma-fibroblastic bone-femur-osteosarcoma-fibroblastic 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 5925,3845 RB1,KRAS skin-arm-benign_melanocytic_nevus-compound skin-arm-benign_melanocytic_nevus-compound 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A skin-ear-other-atypical_Spitzoid_tumour skin-ear-other-atypical_Spitzoid_tumour 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3265,1029 HRAS,CDKN2A endometrium-carcinoma-undifferentiated_carcinoma endometrium-carcinoma-undifferentiated_carcinoma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,5728 KRAS,PTEN anorectal anorectal 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 1540,4893 CYLD,NRAS central_nervous_system-medulla-other-ganglioglioma central_nervous_system-medulla-other-ganglioglioma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,2120 KRAS,ETV6 skin-leg-benign_melanocytic_nevus-compound skin-leg-benign_melanocytic_nevus-compound 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A follicular_lesion-atypia_of_undetermined_significance follicular_lesion-atypia_of_undetermined_significance 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,8030 KRAS,CCDC6 small_intestine-duodenum-adenoma-intestinal small_intestine-duodenum-adenoma-intestinal 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 2778,3845 GNAS,KRAS central_nervous_system-midbrain-other-ganglioglioma central_nervous_system-midbrain-other-ganglioglioma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,2120 KRAS,ETV6 skin-face-benign_melanocytic_nevus-dysplastic skin-face-benign_melanocytic_nevus-dysplastic 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A skin-upper_arm-benign_melanocytic_nevus-intradermal skin-upper_arm-benign_melanocytic_nevus-intradermal 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A lung-right_lower_lobe-carcinoma-acinar_adenocarcinoma lung-right_lower_lobe-carcinoma-acinar_adenocarcinoma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,27436 KRAS,EML4 urinary_tract-bladder-other-normal urinary_tract-bladder-other-normal 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 2261,3265 FGFR3,HRAS soft_tissue-fibrous_tissue_and_uncertain_origin-juvenile_angiofibroma soft_tissue-fibrous_tissue_and_uncertain_origin-juvenile_angiofibroma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,3265 KRAS,HRAS talus talus 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 2778,3020 GNAS,H3F3A salivary_gland-retromolar-carcinoma-polymorphous_low_grade_adenocarcinoma salivary_gland-retromolar-carcinoma-polymorphous_low_grade_adenocarcinoma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS fibroma fibroma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 7248,7249 TSC1,TSC2 skin-back-carcinoma-Merkel_cell_carcinoma skin-back-carcinoma-Merkel_cell_carcinoma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS FSH FSH 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 4221,1029 MEN1,CDKN2A mesoblastic_nephroma mesoblastic_nephroma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 8312,2120 AXIN1,ETV6 biliary_tract-bile_duct-other-adenoma biliary_tract-bile_duct-other-adenoma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS skin-shoulder-benign_melanocytic_nevus-intradermal skin-shoulder-benign_melanocytic_nevus-intradermal 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A large_intestine-appendix-adenoma large_intestine-appendix-adenoma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,672 KRAS,BRCA1 haematopoietic_and_lymphoid_tissue-skin-lymphoid_neoplasm-marginal_zone_lymphoma haematopoietic_and_lymphoid_tissue-skin-lymphoid_neoplasm-marginal_zone_lymphoma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 7128,1029 TNFAIP3,CDKN2A salivary_gland-mouth_roof-carcinoma-polymorphous_low_grade_adenocarcinoma salivary_gland-mouth_roof-carcinoma-polymorphous_low_grade_adenocarcinoma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS skin-knee-other-atypical_Spitzoid_tumour skin-knee-other-atypical_Spitzoid_tumour 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3265,1029 HRAS,CDKN2A skin-shoulder-other-atypical_Spitzoid_tumour skin-shoulder-other-atypical_Spitzoid_tumour 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS gastrointestinal_tract_(site_indeterminate)-other-hamartoma gastrointestinal_tract_(site_indeterminate)-other-hamartoma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,6794 KRAS,STK11 skin-adnexal_tumour-sebaceous_carcinoma skin-adnexal_tumour-sebaceous_carcinoma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,4436 KRAS,MSH2 skin-malignant_melanoma-spitzoid skin-malignant_melanoma-spitzoid 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS skin-scalp-malignant_melanoma-spitzoid skin-scalp-malignant_melanoma-spitzoid 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS large_intestine-colon-other-hamartoma large_intestine-colon-other-hamartoma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 2778,3845 GNAS,KRAS Bartholin_gland Bartholin_gland 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,672 KRAS,BRCA1 skin-elbow-other-atypical_Spitzoid_tumour skin-elbow-other-atypical_Spitzoid_tumour 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS skin-neck-benign_melanocytic_nevus-compound skin-neck-benign_melanocytic_nevus-compound 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A intestinal intestinal 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 2778,3845 GNAS,KRAS juvenile_angiofibroma juvenile_angiofibroma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,3265 KRAS,HRAS lung-left_upper_lobe-carcinoma-small_cell_carcinoma lung-left_upper_lobe-carcinoma-small_cell_carcinoma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,27436 KRAS,EML4 skin-neck-benign_melanocytic_nevus-Spitz skin-neck-benign_melanocytic_nevus-Spitz 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS thyroid-carcinoma-squamous_cell_carcinoma thyroid-carcinoma-squamous_cell_carcinoma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,5879 KRAS,RAC1 complex complex 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,5728 KRAS,PTEN bone-humerus-chondrosarcoma-dedifferentiated bone-humerus-chondrosarcoma-dedifferentiated 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 5925,1029 RB1,CDKN2A salivary_gland-submandibular-carcinoma-mucoepidermoid_carcinoma salivary_gland-submandibular-carcinoma-mucoepidermoid_carcinoma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 2130,3265 EWSR1,HRAS thyroid-other-follicular_lesion-atypia_of_undetermined_significance thyroid-other-follicular_lesion-atypia_of_undetermined_significance 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,8030 KRAS,CCDC6 vertical_growth_phase vertical_growth_phase 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A kidney-other-mesoblastic_nephroma kidney-other-mesoblastic_nephroma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 8312,2120 AXIN1,ETV6 pyloric_gland pyloric_gland 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 2778,3845 GNAS,KRAS skin-forearm-other-atypical_Spitzoid_tumour skin-forearm-other-atypical_Spitzoid_tumour 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3265,1029 HRAS,CDKN2A central_nervous_system-middle_cerebellar_peduncle-other-ganglioglioma central_nervous_system-middle_cerebellar_peduncle-other-ganglioglioma 0.107949931873241 -2.22608775311702 4 2 0.000773096250483185 2587 17385 3845,2120 KRAS,ETV6 haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_leukaemic_transformation_of_myeloproliferative_neoplasm haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_leukaemic_transformation_of_myeloproliferative_neoplasm 0.108829538262654 -2.21797249002272 44 10 0.00386548125241593 2587 17385 1788,4893,3716,4763,5728,23451,5781,3845,3265,84295 DNMT3A,NRAS,JAK1,NF1,PTEN,SF3B1,PTPN11,KRAS,HRAS,PHF6 acute_leukaemic_transformation_of_myeloproliferative_neoplasm acute_leukaemic_transformation_of_myeloproliferative_neoplasm 0.108829538262654 -2.21797249002272 44 10 0.00386548125241593 2587 17385 1788,4893,3716,4763,5728,23451,5781,3845,3265,84295 DNMT3A,NRAS,JAK1,NF1,PTEN,SF3B1,PTPN11,KRAS,HRAS,PHF6 salivary_gland-parotid-carcinoma-adenoid_cystic_carcinoma salivary_gland-parotid-carcinoma-adenoid_cystic_carcinoma 0.109790456140878 -2.20918167407724 566 95 0.0367220718979513 2587 17385 11116,23451,6195,5894,1457,5566,56940,1432,8895,91752,1020,27,1399,5164,10073,5296,6917,10342,80895,57147,6733,6731,4893,208,57120,55872,9874,9448,5209,2585,9212,6659,8575,5635,4216,3716,1198,11329,28996,10922,8312,6794,11200,8566,5594,5214,22928,4666,10020,7204,10926,64781,8621,51447,139818,10654,1452,2309,2962,23396,2261,5925,5728,1612,5781,89910,9735,200576,5832,2771,818,1456,55109,2987,9821,140609,79837,27102,8491,3845,8289,5605,1613,5595,5108,8030,1633,5597,79672,23636,4217,10611,1017,26750,3265 FGFR1OP,SF3B1,RPS6KA1,RAF1,CSNK2A1,PRKACA,DUSP22,MAPK14,CPNE3,ZNF804A,CDK5,ABL2,CRKL,PDK2,SNUPN,PIK3R2,TCEA1,TFG,ILKAP,SCYL3,SRPK2,SRP72,NRAS,AKT2,GOPC,PBK,TLK1,MAP4K4,PFKFB3,GALK2,AURKB,SOX4,PRKRA,PRPSAP1,MAP3K4,JAK1,CLK3,STK38,HIPK2,FASTK,AXIN1,STK11,CHEK2,PDXK,MAPK1,PFKP,SEPHS2,NACA,GNE,TRIO,DBF4,CERK,CDK13,IP6K2,DOCK11,PMVK,CSNK1A1,FOXO3,GTF2F1,PIP5K1C,FGFR3,RB1,PTEN,DAPK1,PTPN11,UBE3B,KNTC1,PIKFYVE,ALDH18A1,GNAI2,CAMK2G,CSNK1G3,AGGF1,GUK1,RB1CC1,NEK7,PIP4K2C,EIF2AK1,MAP4K3,KRAS,ARID1A,MAP2K2,DAPK3,MAPK3,PCM1,CCDC6,DCK,MAPK6,FN3KRP,NUP62,MAP3K5,PDLIM5,CDK2,RPS6KC1,HRAS astrocytoma_Grade_I astrocytoma_Grade_I 0.111163757638833 -2.19675087080338 143 27 0.010436799381523 2587 17385 55884,142678,4893,7249,4763,23152,3845,79754,5605,25788,84444,2778,2261,7248,4087,25771,5728,54877,1185,5781,57536,3020,3265,1029,56288,64223,8880 WSB2,MIB2,NRAS,TSC2,NF1,CIC,KRAS,ASB13,MAP2K2,RAD54B,DOT1L,GNAS,FGFR3,TSC1,SMAD2,TBC1D22A,PTEN,ZCCHC2,CLCN6,PTPN11,KIAA1328,H3F3A,HRAS,CDKN2A,PARD3,MLST8,FUBP1 non_functioning non_functioning 0.11474853060902 -2.16501223527363 241 43 0.0166215693853885 2587 17385 10045,91404,84133,50804,25901,1031,5925,5728,9632,26046,55094,9735,10576,9648,4893,118460,10801,11176,7428,84450,129285,535,3845,4221,55741,8666,10694,23548,1809,2778,27335,4924,476,29028,54014,1633,8312,11200,4217,30844,4089,3265,1029 SH2D3A,SESTD1,ZNRF3,MYEF2,CCDC28A,CDKN2C,RB1,PTEN,SEC24C,LTN1,GPATCH1,KNTC1,CCT2,GCC2,NRAS,EXOSC6,SEPT9,BAZ2A,VHL,ZNF512,PPP1R21,ATP6V0A1,KRAS,MEN1,EDEM2,EIF3G,CCT8,TTC33,DPYSL3,GNAS,EIF3K,NUCB1,ATP1A1,ATAD2,BRWD1,DCK,AXIN1,CHEK2,MAP3K5,EHD4,SMAD4,HRAS,CDKN2A skin-vulva-malignant_melanoma skin-vulva-malignant_melanoma 0.11527203675317 -2.16046040711289 13 4 0.00154619250096637 2587 17385 3845,26503,4893,3265 KRAS,SLC17A5,NRAS,HRAS intraventricular intraventricular 0.11527203675317 -2.16046040711289 13 4 0.00154619250096637 2587 17385 3845,3020,4763,1029 KRAS,H3F3A,NF1,CDKN2A central_nervous_system-cerebellum-other-ganglioglioma central_nervous_system-cerebellum-other-ganglioglioma 0.11527203675317 -2.16046040711289 13 4 0.00154619250096637 2587 17385 3845,3020,4763,2120 KRAS,H3F3A,NF1,ETV6 sarcomatous-fibrous sarcomatous-fibrous 0.11527203675317 -2.16046040711289 13 4 0.00154619250096637 2587 17385 3845,4893,5728,1029 KRAS,NRAS,PTEN,CDKN2A central_nervous_system-hypothalamus-glioma-astrocytoma_Grade_I central_nervous_system-hypothalamus-glioma-astrocytoma_Grade_I 0.11527203675317 -2.16046040711289 13 4 0.00154619250096637 2587 17385 3845,4893,3265,1185 KRAS,NRAS,HRAS,CLCN6 skin-shoulder-malignant_melanoma-nodular skin-shoulder-malignant_melanoma-nodular 0.11527203675317 -2.16046040711289 13 4 0.00154619250096637 2587 17385 3845,4893,5728,3265 KRAS,NRAS,PTEN,HRAS haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-Hodgkin_lymphoma haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-Hodgkin_lymphoma 0.11527203675317 -2.16046040711289 13 4 0.00154619250096637 2587 17385 1031,7128,6774,1029 CDKN2C,TNFAIP3,STAT3,CDKN2A chest_wall chest_wall 0.11527203675317 -2.16046040711289 13 4 0.00154619250096637 2587 17385 3845,2130,7428,1029 KRAS,EWSR1,VHL,CDKN2A mouth_roof mouth_roof 0.11529778255937 -2.16023708381427 23 6 0.00231928875144956 2587 17385 10808,3845,1836,4893,5728,3265 HSPH1,KRAS,SLC26A2,NRAS,PTEN,HRAS skin-face-malignant_melanoma-lentigo_maligna skin-face-malignant_melanoma-lentigo_maligna 0.11529778255937 -2.16023708381427 23 6 0.00231928875144956 2587 17385 2261,3845,6794,4893,3265,1029 FGFR3,KRAS,STK11,NRAS,HRAS,CDKN2A diencephalon diencephalon 0.117343535415386 -2.14264944626909 18 5 0.00193274062620796 2587 17385 3845,4893,3020,3265,5781 KRAS,NRAS,H3F3A,HRAS,PTPN11 haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-blastic_plasmacytoid_dendritic_cell_neoplasm haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-blastic_plasmacytoid_dendritic_cell_neoplasm 0.122177892540247 -2.10227716072048 34 8 0.00309238500193274 2587 17385 1788,4893,23451,2120,5781,3845,3265,1029 DNMT3A,NRAS,SF3B1,ETV6,PTPN11,KRAS,HRAS,CDKN2A third_ventricle third_ventricle 0.122242520805217 -2.10174833200612 45 10 0.00386548125241593 2587 17385 2778,2261,4893,5728,5781,1185,3845,3265,5605,1029 GNAS,FGFR3,NRAS,PTEN,PTPN11,CLCN6,KRAS,HRAS,MAP2K2,CDKN2A bone-vertebrae-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour bone-vertebrae-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour 0.122242520805217 -2.10174833200612 45 10 0.00386548125241593 2587 17385 4899,2130,7284,26003,994,22954,84336,79033,1982,1029 NRF1,EWSR1,TUFM,GORASP2,CDC25B,TRIM32,TMEM101,ERI3,EIF4G2,CDKN2A autonomic_ganglia-adrenal_gland-neuroblastoma autonomic_ganglia-adrenal_gland-neuroblastoma 0.128956639054692 -2.04827906248425 29 7 0.00270583687669115 2587 17385 2261,3845,2130,4893,5728,3265,5781 FGFR3,KRAS,EWSR1,NRAS,PTEN,HRAS,PTPN11 acute_leukaemic_transformation_of_essential_thrombocythaemia acute_leukaemic_transformation_of_essential_thrombocythaemia 0.128956639054692 -2.04827906248425 29 7 0.00270583687669115 2587 17385 3845,1788,4893,5728,23451,3265,84295 KRAS,DNMT3A,NRAS,PTEN,SF3B1,HRAS,PHF6 haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_leukaemic_transformation_of_essential_thrombocythaemia haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_leukaemic_transformation_of_essential_thrombocythaemia 0.128956639054692 -2.04827906248425 29 7 0.00270583687669115 2587 17385 3845,1788,4893,5728,23451,3265,84295 KRAS,DNMT3A,NRAS,PTEN,SF3B1,HRAS,PHF6 kidney-carcinoma-chromophobe_renal_cell_carcinoma kidney-carcinoma-chromophobe_renal_cell_carcinoma 0.131086659505938 -2.03189665154475 432 73 0.0282180131426363 2587 17385 112858,6195,5894,1457,5566,11344,4067,1432,29904,1020,27,5164,23683,10783,51755,57147,6733,5347,1263,23476,208,7428,55872,9448,9874,9088,9212,9262,10155,4216,3716,1198,11329,28996,3984,10922,6794,6041,11200,5594,8899,57410,7204,5562,8621,203054,440275,1452,55681,2261,5728,1612,5261,1456,818,5170,1455,140609,3845,27102,8491,2011,5605,1613,5595,84930,5597,4217,26750,1017,29959,10114,1029 TP53RK,RPS6KA1,RAF1,CSNK2A1,PRKACA,TWF2,LYN,MAPK14,EEF2K,CDK5,ABL2,PDK2,PRKD3,NEK6,CDK12,SCYL3,SRPK2,PLK1,PLK3,BRD4,AKT2,VHL,PBK,MAP4K4,TLK1,PKMYT1,AURKB,STK17B,TRIM28,MAP3K4,JAK1,CLK3,STK38,HIPK2,LIMK1,FASTK,STK11,RNASEL,CHEK2,MAPK1,PRPF4B,SCYL1,TRIO,PRKAA1,CDK13,ADCK5,EIF2AK4,CSNK1A1,SCYL2,FGFR3,PTEN,DAPK1,PHKG2,CSNK1G3,CAMK2G,PDPK1,CSNK1G2,NEK7,KRAS,EIF2AK1,MAP4K3,MARK2,MAP2K2,DAPK3,MAPK3,MASTL,MAPK6,MAP3K5,RPS6KC1,CDK2,NRBP1,HIPK3,CDKN2A chromophobe_renal_cell_carcinoma chromophobe_renal_cell_carcinoma 0.131086659505938 -2.03189665154475 432 73 0.0282180131426363 2587 17385 112858,6195,5894,1457,5566,11344,4067,1432,29904,1020,27,5164,23683,10783,51755,57147,6733,5347,1263,23476,208,7428,55872,9448,9874,9088,9212,9262,10155,4216,3716,1198,11329,28996,3984,10922,6794,6041,11200,5594,8899,57410,7204,5562,8621,203054,440275,1452,55681,2261,5728,1612,5261,1456,818,5170,1455,140609,3845,27102,8491,2011,5605,1613,5595,84930,5597,4217,26750,1017,29959,10114,1029 TP53RK,RPS6KA1,RAF1,CSNK2A1,PRKACA,TWF2,LYN,MAPK14,EEF2K,CDK5,ABL2,PDK2,PRKD3,NEK6,CDK12,SCYL3,SRPK2,PLK1,PLK3,BRD4,AKT2,VHL,PBK,MAP4K4,TLK1,PKMYT1,AURKB,STK17B,TRIM28,MAP3K4,JAK1,CLK3,STK38,HIPK2,LIMK1,FASTK,STK11,RNASEL,CHEK2,MAPK1,PRPF4B,SCYL1,TRIO,PRKAA1,CDK13,ADCK5,EIF2AK4,CSNK1A1,SCYL2,FGFR3,PTEN,DAPK1,PHKG2,CSNK1G3,CAMK2G,PDPK1,CSNK1G2,NEK7,KRAS,EIF2AK1,MAP4K3,MARK2,MAP2K2,DAPK3,MAPK3,MASTL,MAPK6,MAP3K5,RPS6KC1,CDK2,NRBP1,HIPK3,CDKN2A haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-blast_phase_chronic_myeloid_leukaemia haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-blast_phase_chronic_myeloid_leukaemia 0.135064893686379 -2.00199992206687 63 13 0.0050251256281407 2587 17385 1031,4149,1788,4893,23451,2120,5879,3845,51657,4089,1029,2956,84295 CDKN2C,MAX,DNMT3A,NRAS,SF3B1,ETV6,RAC1,KRAS,STYXL1,SMAD4,CDKN2A,MSH6,PHF6 blast_phase_chronic_myeloid_leukaemia blast_phase_chronic_myeloid_leukaemia 0.135064893686379 -2.00199992206687 63 13 0.0050251256281407 2587 17385 1031,4149,1788,4893,23451,2120,5879,3845,51657,4089,1029,2956,84295 CDKN2C,MAX,DNMT3A,NRAS,SF3B1,ETV6,RAC1,KRAS,STYXL1,SMAD4,CDKN2A,MSH6,PHF6 soft_tissue-fibrous_tissue_and_uncertain_origin-endometrial_stromal_sarcoma soft_tissue-fibrous_tissue_and_uncertain_origin-endometrial_stromal_sarcoma 0.135393261591398 -1.99957168642332 24 6 0.00231928875144956 2587 17385 3845,5728,221895,23264,64769,1029 KRAS,PTEN,JAZF1,ZC3H7B,MEAF6,CDKN2A atypical_ductal_hyperplasia atypical_ductal_hyperplasia 0.135393261591398 -1.99957168642332 24 6 0.00231928875144956 2587 17385 2261,3845,4893,5728,3265,5781 FGFR3,KRAS,NRAS,PTEN,HRAS,PTPN11 breast-hyperplasia-atypical_ductal_hyperplasia breast-hyperplasia-atypical_ductal_hyperplasia 0.135393261591398 -1.99957168642332 24 6 0.00231928875144956 2587 17385 2261,3845,4893,5728,3265,5781 FGFR3,KRAS,NRAS,PTEN,HRAS,PTPN11 endometrial_stromal_sarcoma endometrial_stromal_sarcoma 0.135393261591398 -1.99957168642332 24 6 0.00231928875144956 2587 17385 3845,5728,221895,23264,64769,1029 KRAS,PTEN,JAZF1,ZC3H7B,MEAF6,CDKN2A vulva vulva 0.136517020606747 -1.99130597904094 46 10 0.00386548125241593 2587 17385 1031,2261,4893,5728,23451,3845,26503,672,3265,1029 CDKN2C,FGFR3,NRAS,PTEN,SF3B1,KRAS,SLC17A5,BRCA1,HRAS,CDKN2A ovary-low_malignant_potential_(borderline)_tumour-Brenner_tumour ovary-low_malignant_potential_(borderline)_tumour-Brenner_tumour 0.13826121161884 -1.97861054516738 9 3 0.00115964437572478 2587 17385 2261,3845,1029 FGFR3,KRAS,CDKN2A bone-chondrosarcoma-mesenchymal bone-chondrosarcoma-mesenchymal 0.13826121161884 -1.97861054516738 9 3 0.00115964437572478 2587 17385 2130,4893,1029 EWSR1,NRAS,CDKN2A bone-scapula-chondrosarcoma-central bone-scapula-chondrosarcoma-central 0.13826121161884 -1.97861054516738 9 3 0.00115964437572478 2587 17385 5925,9213,1029 RB1,XPR1,CDKN2A skin-lower_leg-carcinoma-basal_cell_carcinoma skin-lower_leg-carcinoma-basal_cell_carcinoma 0.13826121161884 -1.97861054516738 9 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS basal_ganglia basal_ganglia 0.13826121161884 -1.97861054516738 9 3 0.00115964437572478 2587 17385 3845,3020,1029 KRAS,H3F3A,CDKN2A skin-upper_leg-malignant_melanoma-superficial_spreading skin-upper_leg-malignant_melanoma-superficial_spreading 0.13826121161884 -1.97861054516738 9 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-axilla-carcinoma-basal_cell_carcinoma skin-axilla-carcinoma-basal_cell_carcinoma 0.13826121161884 -1.97861054516738 9 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS NS-carcinoid-endocrine_tumour NS-carcinoid-endocrine_tumour 0.13826121161884 -1.97861054516738 9 3 0.00115964437572478 2587 17385 3845,4893,4221 KRAS,NRAS,MEN1 ovary-carcinoma-Brenner_tumour ovary-carcinoma-Brenner_tumour 0.13826121161884 -1.97861054516738 9 3 0.00115964437572478 2587 17385 3845,672,1540 KRAS,BRCA1,CYLD mucosal_lentiginous mucosal_lentiginous 0.13826121161884 -1.97861054516738 9 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-mucosal-malignant_melanoma-mucosal_lentiginous skin-mucosal-malignant_melanoma-mucosal_lentiginous 0.13826121161884 -1.97861054516738 9 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS central_nervous_system-brain-other-neoplasm central_nervous_system-brain-other-neoplasm 0.13826121161884 -1.97861054516738 9 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS juvenile_myelomonocytic_leukaemia juvenile_myelomonocytic_leukaemia 0.138863848525368 -1.97426133289367 35 8 0.00309238500193274 2587 17385 5925,1788,4893,4763,23451,5781,3845,3265 RB1,DNMT3A,NRAS,NF1,SF3B1,PTPN11,KRAS,HRAS haematopoietic_and_lymphoid_tissue-skin-lymphoid_neoplasm-follicular_lymphoma haematopoietic_and_lymphoid_tissue-skin-lymphoid_neoplasm-follicular_lymphoma 0.138863848525368 -1.97426133289367 35 8 0.00309238500193274 2587 17385 84243,6778,64121,1659,146198,10611,79651,1029 ZDHHC18,STAT6,RRAGC,DHX8,ZFP90,PDLIM5,RHBDF2,CDKN2A genital_tract-extragonadal-germ_cell_tumour-teratoma genital_tract-extragonadal-germ_cell_tumour-teratoma 0.138863848525368 -1.97426133289367 35 8 0.00309238500193274 2587 17385 3845,4893,25896,4763,5728,3265,1029,1660 KRAS,NRAS,INTS7,NF1,PTEN,HRAS,CDKN2A,DHX9 haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-juvenile_myelomonocytic_leukaemia haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-juvenile_myelomonocytic_leukaemia 0.138863848525368 -1.97426133289367 35 8 0.00309238500193274 2587 17385 5925,1788,4893,4763,23451,5781,3845,3265 RB1,DNMT3A,NRAS,NF1,SF3B1,PTPN11,KRAS,HRAS papilloma papilloma 0.138863848525368 -1.97426133289367 35 8 0.00309238500193274 2587 17385 2778,2261,3845,6794,4893,5728,3265,1029 GNAS,FGFR3,KRAS,STK11,NRAS,PTEN,HRAS,CDKN2A NS-carcinoma-adenocarcinoma NS-carcinoma-adenocarcinoma 0.140739918439383 -1.9608416419566 19 5 0.00193274062620796 2587 17385 2261,3845,4893,23451,3265 FGFR3,KRAS,NRAS,SF3B1,HRAS supratentorial supratentorial 0.140739918439383 -1.9608416419566 19 5 0.00193274062620796 2587 17385 3845,3020,5728,3265,1029 KRAS,H3F3A,PTEN,HRAS,CDKN2A soft_tissue-fibrous_tissue_and_uncertain_origin-solitary_fibrous_tumour soft_tissue-fibrous_tissue_and_uncertain_origin-solitary_fibrous_tumour 0.140739918439383 -1.9608416419566 19 5 0.00193274062620796 2587 17385 3845,2521,4893,3265,1029 KRAS,FUS,NRAS,HRAS,CDKN2A breast-carcinoma-adenoid_cystic_carcinoma breast-carcinoma-adenoid_cystic_carcinoma 0.140739918439383 -1.9608416419566 19 5 0.00193274062620796 2587 17385 2261,3845,4893,5728,3265 FGFR3,KRAS,NRAS,PTEN,HRAS skin-sole-malignant_melanoma-nodular skin-sole-malignant_melanoma-nodular 0.140739918439383 -1.9608416419566 19 5 0.00193274062620796 2587 17385 2261,3845,4893,3265,1029 FGFR3,KRAS,NRAS,HRAS,CDKN2A skin-scalp-malignant_melanoma-superficial_spreading skin-scalp-malignant_melanoma-superficial_spreading 0.140739918439383 -1.9608416419566 19 5 0.00193274062620796 2587 17385 2261,3845,4893,3265,1029 FGFR3,KRAS,NRAS,HRAS,CDKN2A liver liver 0.141125760478735 -1.95810386783783 16606 2482 0.959412446849633 2587 17385 51696,65986,89845,3074,10618,81669,26263,29904,51078,5887,79572,1785,30834,117246,9736,284001,2067,4893,79813,56992,3185,11169,54531,11083,57403,4087,58526,6233,399687,8473,4358,9377,4086,7627,311,84275,124411,23480,26088,84939,51622,7204,51596,51715,79734,54930,440275,83464,5073,79577,140465,115201,374395,2086,57026,9126,401152,50628,9961,79902,22870,26986,387338,5464,3475,55109,221937,79171,23560,55700,54948,2002,7458,51109,10916,3836,2114,129450,26100,22902,10611,80221,11336,391,56910,90355,143187,347734,283899,253558,55758,8895,57189,55147,147923,25909,25771,57533,10691,55968,55752,7769,23171,23144,26225,79031,29886,79956,23741,3419,5433,4209,10430,79807,85461,4144,112936,286053,23603,79823,5536,10531,203068,51397,353274,22927,83605,10211,11119,55102,84836,79660,51280,84878,10075,339324,80218,308,26046,89910,4676,374655,8128,200916,6709,6780,57062,255758,6867,57380,3939,23593,84298,117177,23548,8301,9467,6573,51,10447,64782,84875,7533,168451,54865,116496,81559,64848,29907,9939,29937,27044,80230,201292,10444,5621,11103,4218,23225,221294,26155,1983,10460,157680,23429,26469,54468,6628,153364,990,57050,55193,4953,27005,9697,23219,9274,92714,8754,1855,8650,163050,148304,348180,64761,84240,1063,8649,51142,10787,57226,55316,64759,10923,126432,23648,23303,8932,7507,191,5935,2733,51642,90678,84064,84284,50814,262,157922,388561,79091,3384,51657,26060,166379,157567,6257,6390,5108,2590,64418,84166,84280,4649,9133,7874,55830,6181,8802,196528,56255,6513,526,5093,4067,10134,7409,51249,54534,5687,25888,55900,27154,23435,55973,10106,27339,10105,51780,84057,1182,330,7879,651746,10450,25978,7416,8667,199953,51031,3416,8449,115426,7517,128866,56288,83596,28974,9903,11333,54495,55143,2971,375,56996,10844,4189,9456,54838,84172,6048,29890,56342,387,55197,9044,7156,23365,84759,9416,22931,782,7726,10016,51382,84456,83541,55247,1486,56987,3614,6883,7026,5223,10114,3428,23511,7295,3015,25957,94107,5589,10713,7329,51312,57168,126299,5867,6434,8801,493856,168850,988,147807,8910,23762,54888,23326,1207,8661,9203,84444,55677,55608,7454,146909,7174,54955,64393,8704,55119,5965,51759,2130,10912,6240,9744,2683,54205,9913,55858,4849,55666,57599,10615,6242,9731,23016,51088,55144,4436,54872,23194,26578,64976,84629,94120,221061,8542,1984,9648,5558,22936,157506,4242,6229,26003,830,154,10694,4548,84295,5204,28231,79573,2801,27316,51586,9063,55198,142891,11165,1029,118472,4287,5894,9778,79074,51293,7957,890,9110,25798,7159,9716,389677,80895,51755,8819,23476,10589,26502,56262,26610,83451,9088,79754,27230,10155,11198,27335,29082,55871,22926,7518,8899,8745,4719,55635,4204,79048,10363,11060,55186,152789,8812,22826,8313,10370,65094,353322,2648,55863,5877,158,55690,9790,3784,23252,153642,23499,3832,54939,1316,64744,8772,51100,4542,11335,55654,6992,8446,1655,284403,6878,9700,1642,50619,644815,79711,5412,26151,93183,57128,29933,55585,11156,55299,9801,79943,10992,78991,998,23336,2806,221895,3032,84154,51006,26505,10498,6733,55255,51520,54819,165055,987,51259,25870,58508,11054,5635,55723,6167,4122,56478,51388,23350,4253,10795,27183,8992,5504,135293,63929,5997,55646,5438,10906,10147,2629,83939,84447,1613,55843,84930,6675,79672,7534,5476,28978,10140,116461,22850,6938,5564,4191,6597,4998,54700,165324,3376,10849,9928,51013,1431,1212,10126,1477,5450,56893,84842,5229,6404,55234,6310,2739,4967,23299,23705,55741,64224,54472,2178,53615,8050,6203,84964,6836,56931,406,81611,2289,84336,202243,19,84306,2730,8480,10540,53371,26511,5074,10608,23142,5305,9213,83706,3799,27252,9632,6238,9181,8125,143458,387882,6774,4644,57185,9352,51105,55827,51571,55254,27032,117584,9382,23186,3275,7942,221496,728492,5976,9844,23264,23220,57178,7013,3265,54520,51014,9091,10554,116840,26051,79003,55876,283237,23047,9972,27315,11070,389072,84259,79666,25855,170394,91107,55717,8312,56006,84851,83752,4729,79142,64781,6522,2145,3693,4000,54606,8894,92745,3344,79587,7916,29035,9821,10771,9489,4605,54887,6430,4350,9782,1528,23154,5439,84193,93081,375743,57472,54820,54583,7756,84079,284352,21,84324,10625,116028,22879,27346,56954,83540,10308,6941,153396,351,23683,23059,488,51096,2926,1854,54877,51434,25897,143684,54982,252839,79571,254225,113,9550,22875,10921,157313,2287,56834,10521,54927,5830,8881,28996,154141,148022,8566,27107,309,51643,64395,9354,2113,7485,168374,56902,824,120,79723,23170,53373,81542,11313,4670,126321,3945,5530,254552,51426,10899,2014,54545,7784,5140,81930,8030,5597,4065,60386,23179,5660,79968,3476,11124,23557,1355,375790,9984,10007,60313,84919,1457,10969,9815,329,64756,9231,27,7516,118813,79892,5796,11140,4234,118460,3035,2764,23344,54443,5869,6009,1809,79735,26517,55038,4796,11270,4669,60,7596,83590,10664,427,139818,51379,55252,9684,116150,10999,29969,9794,9267,4835,84135,27102,1982,51304,64598,150771,996,8773,9519,54496,154881,4698,1540,7360,8655,11316,284273,9453,84268,5886,5164,533,55342,11062,5134,79685,55334,1209,6159,11224,7832,23234,9107,23401,4773,221656,221079,57602,133957,51069,476,1198,5709,7975,55165,126328,55192,80818,8648,51629,51530,127002,51362,27333,60682,51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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,ZNF720,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,ERV3-1,PDXP,SMC3,C4orf3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,EXOC3,RHOG,STARD7,C5orf30,VTI1A,SLC35B2,INO80E,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,ZNF226,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,RYBP,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,C19orf53,KLHL21,PDAP1,TMX3,CDCA8,GTF3A,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,WBP1L,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,NUP188,TXN,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,CISD2,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,SUPT7L,TMEM165,CNOT3,NPLOC4,WDR48,SPAG5,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,MSH2,PIGG,FBXL7,OSTF1,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,PRPF4B,ADAM23,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,SLC25A36,JAKMIP1,CCNK,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,COMMD4,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,DDB1,DEF6,FAM83G,IPO4,UBL3,NAT9,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,C12orf75,STAT3,MYO5A,NIPAL3,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,SERF1B,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,SARNP,IVNS1ABP,RMI2,MON1B,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,MAPK6,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,ZADH2,GGPS1,RPAIN,RAD23A,PDK2,ATP6V0B,STRBP,DUS4L,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,CHAC2,BZW2,WRNIP1,TMA7,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,ASAP2,SNUPN,CNPY4,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,NDUFAF6,FKBP1A,SLC31A1,SNX18,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,FAM133B,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,CAST,SUZ12,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,GOLGA8A,SEL1L,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,STRIP1,DENND4C,DENND1B,WDR18,ILF3,LRRC1,RHOT1,MARK2,TSR2,ECH1,PRDX1,PLD3,NUCB1,GNA12,FBXO21,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,BYSL,VPS29,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,UBE2Z,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,METTL14,IMPAD1,ZNHIT6,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,CAND1,C22orf46,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,SCYL3,TMEM14C,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,SRSF3,MBD6,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,MOB1A,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,SMNDC1,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,CD59,TFAP4,RNFT1,RIMS3,MEGF8,EFTUD2,FBXO7,CPSF4,MRPL21,LUC7L2,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,GLRX3,STMN1,REPS1,CBWD5,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,SZRD1,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,GTF2H2,FBXL19,TTPAL,UTP20,MAGT1,GPS2,DBI,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,TET3,FANCL,GLIS2,IL6ST,INTS1,SLC44A1,MTPN,ASB6,PLK1,RPP25,CELSR2,SEPT9,RBX1,APH1A,RAD51AP1,ZBED5,CKAP2L,PSMG1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,C1orf122,TRIM4,ALG3,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,NMT2,IRF5,HAUS8,MBIP,ORMDL2,COX7A2L,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,ZFYVE21,TM9SF3,RRAGC,ZNF121,OIP5,NRF1,WDR44,PPME1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,UNK,CMAS,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,GXYLT1,LUZP1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRSF10,SRP72,KLF10,LACTB,RFC2,RAB2B,PRIM1,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,VAV2,C16orf87,PRKAA1,GSPT2,TATDN3,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,DAP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NF335,BUD31,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,SEPT7,NAP1L1,NSMF,ODF2,EXOC4,KIAA1328,NUP62,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKLE1,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,DAP3,TMEM41A,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-NK-T_cell_lymphoma haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-NK-T_cell_lymphoma 0.1432649644544 -1.9430594649382 221 39 0.0150753768844221 2587 17385 79585,63967,4853,1105,9276,10992,6184,7626,55144,10270,25798,7268,6774,23515,10726,4893,387,9044,57486,150468,535,3845,672,55741,64599,55139,5445,3106,3716,27316,9797,4669,60412,23636,79968,23272,29959,79711,163050 CORO7,CLSPN,NOTCH2,CHD1,COPB2,SF3B2,RPN1,ZNF75D,LRRC8D,AKAP8,BRI3,TTC4,STAT3,MORC3,NUDC,NRAS,RHOA,BTAF1,NLN,CKAP2L,ATP6V0A1,KRAS,BRCA1,EDEM2,GIGYF1,ANKZF1,PON2,HLA-B,JAK1,RBMX,TATDN2,NAGLU,EXOC4,NUP62,WDR76,FAM208A,NRBP1,IPO4,ZNF564 autonomic_ganglia-paraganglioma autonomic_ganglia-paraganglioma 0.143267099562683 -1.94304456183624 14 4 0.00154619250096637 2587 17385 4149,4221,7428,1029 MAX,MEN1,VHL,CDKN2A chondroid chondroid 0.143267099562683 -1.94304456183624 14 4 0.00154619250096637 2587 17385 3845,4893,5728,1029 KRAS,NRAS,PTEN,CDKN2A bone-vertebrae-chordoma-chondroid bone-vertebrae-chordoma-chondroid 0.143267099562683 -1.94304456183624 14 4 0.00154619250096637 2587 17385 3845,4893,5728,1029 KRAS,NRAS,PTEN,CDKN2A adrenal_gland-adrenal_gland-adrenal_cortical_adenoma-virilizing_syndrome_producing adrenal_gland-adrenal_gland-adrenal_cortical_adenoma-virilizing_syndrome_producing 0.143267099562683 -1.94304456183624 14 4 0.00154619250096637 2587 17385 3845,7408,4893,3265 KRAS,VASP,NRAS,HRAS stomach-adenocarcinoma stomach-adenocarcinoma 0.14433948265321 -1.93558723556773 4188 645 0.249323540780827 2587 17385 51552,118,89845,81669,51239,5707,51078,9910,5887,79572,9972,79102,25976,122416,4249,9736,2067,4893,79813,56992,389072,11083,889,25855,91107,79026,4087,55717,6041,26224,83752,27250,5214,59269,26088,7204,1660,6522,2145,440275,79577,9276,115201,9126,3632,9343,3344,219927,9961,51631,79587,51386,3475,79171,7916,54505,54881,11253,23560,54948,7458,23,23154,5792,56986,84193,129450,57472,54820,57679,90933,21,55809,23304,10096,288,23038,27346,4627,83540,9667,153396,351,55147,26233,147923,25909,488,25771,79876,57122,80254,57506,1386,1639,113,8036,79956,79607,3419,51340,10553,2287,10521,6873,5830,112936,23335,152006,147381,154141,148022,8566,27107,7804,8161,8975,51643,80829,55102,64395,9354,203427,56902,51280,5708,120,3696,150472,11108,4676,23170,374655,6443,4670,10726,5530,7128,57380,117177,10212,5140,8301,6573,5597,23473,1622,10128,4065,7392,11124,54865,375790,10007,60313,81559,116496,27044,9815,10914,1390,286826,9231,27,23225,221294,3572,23446,2120,26155,1983,10057,5796,11140,157680,5347,1952,222484,990,4041,672,55193,54443,8675,4953,55692,6009,79735,1107,3838,1855,221336,23272,148304,8216,1063,8621,57492,9684,64759,126432,8932,23759,7507,8914,9646,9794,5832,4363,83696,50717,2181,8861,262,8491,23168,27102,3845,51657,93323,6390,2803,64418,9519,54496,4649,84280,7874,1540,56949,56255,26092,6513,526,4067,7409,7812,4899,5687,4193,55342,27154,54521,26015,55973,81928,10768,3998,2760,51780,55114,330,57404,9107,9631,8667,6426,57794,3416,8449,5933,22937,11329,137886,10440,5709,10922,54532,4089,56288,51530,127002,55191,27333,10020,10865,55143,9324,375,28969,4189,84705,8916,4723,10283,84912,64794,84172,23595,79657,1465,9044,7753,10061,7284,7156,23365,5905,50640,89941,84303,4758,51663,3840,51382,84456,1869,6883,26750,10114,23511,25957,10015,79717,3015,7798,102,1831,79073,8454,6574,50804,22852,10073,8853,25926,23228,1786,988,6731,55872,4288,11218,9212,26503,84932,8661,55677,3703,7174,51747,3688,5778,7188,10313,53635,23586,5965,9744,9493,2683,5663,55858,56339,10615,57599,55249,60314,6184,9731,23016,112574,4436,1612,23545,5833,200576,2771,79888,54882,221061,94120,8542,7014,23515,9648,7637,133418,26003,8289,5339,754,8087,8175,4548,10694,221830,847,27153,2801,79573,4905,47,1054,55198,80124,23523,55627,4217,29959,112858,9322,23451,9500,9673,6389,80308,334,5899,9306,23107,7267,51755,80895,1072,23141,10576,23476,4289,2077,8872,8452,23431,23085,90957,7716,3308,5525,3716,6294,201965,22926,22954,8703,2139,1783,8745,10721,4126,199870,83461,79872,8604,55892,641,51439,2309,54497,25901,11060,84991,5728,2530,9055,8313,124565,26019,8407,9040,23241,2956,10051,65094,55734,10276,55667,143,9790,29882,55690,55288,60558,23499,2011,8772,64744,4542,9146,9654,1655,8446,29062,284403,254065,6878,9700,79711,50619,1642,7629,221150,7325,3182,25829,1314,29855,4763,54890,51427,2030,84196,29978,1432,6621,587,667,91752,998,2806,1808,10745,84154,55094,231,9278,4968,5926,10498,6733,51520,54819,987,5635,25929,7343,11273,4253,55699,55568,158427,28998,56994,163786,5700,83930,9777,23389,7072,2053,169714,51593,23165,8559,1119,55646,203523,63925,4904,9690,6558,1456,50809,8804,10147,79811,84930,55832,132884,2778,7248,6675,26012,9841,22850,6938,27243,55870,4191,5395,11344,1105,10605,4084,8078,3376,9928,54989,10006,57147,5450,56893,83989,26048,5229,6404,84108,55234,57486,51027,163590,4967,653820,64224,8050,53339,25788,5445,7818,7289,11234,6778,406,79726,81611,2289,2620,202243,9320,28977,257218,64949,25875,23142,84340,5305,9213,83706,79072,2261,653784,6238,9555,55761,79033,4644,9352,7040,6868,51571,259266,92797,55269,27032,117584,3275,57446,6897,7942,29028,9844,114882,23264,83940,9581,8985 RAB14,ADD1,ABCC10,CCNL2,ANKRD39,PSMD1,THAP4,RABGAP1L,RAD23B,ATP13A3,NUP153,RNF26,TIPARP,ANKRD9,MGAT5,USP34,ERCC1,NRAS,EHMT1,KIF15,PLEKHM3,DIDO1,KRIT1,BRMS1,TRIM47,AHNAK,SMAD2,WDR11,RNASEL,FBXL3,LONP2,PDCD4,PFKP,HIVEP3,GGA1,TRIO,DHX9,SLC4A2,EZH1,EIF2AK4,CDC73,COPB2,ATG4A,SMC3,INPP5A,EFTUD2,FOXN2,MRPL21,MVP,LUC7L2,CARS2,EIF3L,IFRD1,RBM42,PRRC2A,DHX29,TEX10,MAN1B1,GTPBP4,MRPL16,EIF4H,ABCF1,NCDN,PTPRF,DTWD1,SETD3,TYW5,CNOT6,NDE1,ALS2,TRIM41,ABCA3,TRERF1,UBR2,ACTR3,ANK3,WDTC1,TMEM97,MYH9,NUF2,SAFB2,TMEM161B,APP,RBM23,FBXL6,ZNF420,AHCTF1,ATP2A2,TBC1D22A,UBA5,NUP107,CEP63,MAVS,ATF2,DCTN1,ADCY7,SHOC2,ERMP1,FAM118B,IDH3A,CRNKL1,HTATIP2,FKBP3,DDX17,TAF2,PEX5,VPS26B,WDR7,RNF38,CBLN2,MBOAT1,TICAM1,PDXK,ZBTB11,LRP8,COIL,USP13,TMBIM4,ZFP91,ATG2B,GMCL1,UBE4A,SLC25A43,PNO1,GOLM1,PSMD2,ADD3,ITGB8,CBWD2,PRDM4,NAP1L4,TTLL12,ZNF710,SGCB,HNRNPM,NUDC,PPP3CA,TNFAIP3,MRS2,RAB3IP,DDX39A,PDE3B,PICALM,SLC19A1,MAPK6,CAPN7,DBI,LRPPRC,LY75,USF2,FAF1,GPATCH4,AGRN,GNPDA1,GPBP1L1,TRIM11,FAM129A,SND1,GIT2,PAPOLA,CREM,LIN9,DLG5,ABL2,NUP210,NT5DC1,IL6ST,SLC44A1,ETV6,NOC2L,EIF5,ABCC5,PTPRK,CDC37,VPS13B,PLK1,CELSR2,LNX2,CDC6,LRP5,BRCA1,PBRM1,ANLN,STX16,ODC1,LUC7L,RHEB,TBC1D17,CHD3,KPNA2,DVL1,BEND6,FAM208A,C1orf74,LZTR1,CENPF,CDK13,ARID1B,LRRC14,TNS3,RINL,MBD2,PPIL2,XPA,TIMELESS,CTR9,MAML1,ALDH18A1,ABCC1,TRAPPC9,DCAF8,ACSL3,LDB1,AMD1,MAP4K3,RTF1,EIF2AK1,KRAS,STYXL1,HAUS8,SDHB,GOLGA4,TMEM168,TBPL1,PRMT7,MYO9A,BTBD10,USP7,CYLD,XAB2,TMX4,TOR1AIP1,SLC2A1,ATP6V1B2,LYN,VAV1,CSDE1,NRF1,PSMA6,MDM2,STRBP,BRPF3,WDR44,RPAP1,BCAP29,CABLES2,AHCYL1,LMAN1,GM2A,KDM3B,ARHGAP17,BIRC3,CYP20A1,MTMR6,NUP155,EIF3H,SRSF1,SUGP1,IDE,DHX16,RBL1,SCAP,STK38,UBXN2B,TIMM17A,PSMD3,FASTK,USP53,SMAD4,PARD3,ZC3HC1,ATXN7L2,NADSYN1,GOLIM4,GNE,ARID5A,CDCA8,HMGN3,ARF1,BZW2,DNAJB9,GTPBP3,HERC3,NDUFV1,CWC27,SLC35B4,DDX31,POLR1B,ORC3,RPAP3,CSRP1,BTAF1,ZNF202,ABCF2,TUFM,TOP3A,ARHGEF12,RANGAP1,PNPLA8,RHOT2,CHCHD6,NEU1,ZFR,KPNA4,ATP6V1D,L3MBTL3,E2F1,TAF12,RPS6KC1,HIPK3,NUP188,PNISR,PDCD6IP,PPCS,H2AFZ,LUZP1,ADAM10,TSC22D3,TMEM109,CUL1,SLC20A1,MYEF2,ANKRD26,SNUPN,ASAP2,NOL11,PLCL2,DNMT1,CDC5L,SRP72,PBK,MKI67,DDX20,AURKB,SLC17A5,RAB2B,EIF3A,IWS1,STT3A,TPP2,LUC7L3,ITGB1,PTPN7,TRAF5,RTN3,PTOV1,DDX58,RECQL,ACAP1,KIF23,B4GALT1,PSEN1,TMEM165,METTL3,SPAG5,WDR48,YY1AP1,C12orf10,RPN1,CEP104,EXOSC7,SNX18,MSH2,DAPK1,ATP6V0A2,PCYT2,PIKFYVE,GNAI2,LPCAT1,ANKHD1,FAM171A1,SYTL3,APOL1,TERF2,MORC3,GCC2,ZNF84,EMB,GORASP2,ARID1A,PLEC,PTTG1IP,FXR1,SF3A2,MTR,CCT8,TWISTNB,CAT,ZNF777,GOLGA2,TTC13,NSF,ACLY,CEBPG,APPL2,VCPIP1,CABIN1,SMPD4,MAP3K5,NRBP1,TP53RK,TRIP10,SF3B1,MAGED1,SLC25A44,SDHA,FLAD1,APLP2,RALB,SOCS6,MRPS27,TTC3,CDK12,ILKAP,CFL1,ANKLE2,CCT2,BRD4,MKLN1,ERF,CDC123,CUL3,AP4E1,ERC1,DHX57,VEZF1,HSPA4,PPP2R5A,JAK1,SAFB,RWDD4,ATF6,TRIM32,B4GALT3,EYA2,DYNC1LI2,ADAM23,POLQ,MANBA,FAM76A,CDCA3,CBLL1,SLC25A12,MYNN,BLM,FAM8A1,FOXO3,HEATR5B,CCDC28A,WWP2,RBM17,PTEN,FUT8,PRC1,AXIN2,SLC38A10,UPF2,TAGLN2,UBE2M,PACS2,MSH6,SMC4,JMJD4,ZFP64,NET1,DENND4C,PARP4,BMS1,ANAPC2,PACS1,RHOT1,GUF1,MACF1,MARK2,FADD,SMAP2,MYO1F,HGS,TTLL4,DDX5,DUSP11,WDR91,WDR62,BRWD3,TAF6,ESPL1,IPO4,DEF6,DDB1,ZNF76,SKA3,UBE2E2,HNRNPAB,TMEM184B,COPA,UBN1,NF1,ALKBH5,ZNF107,SLC29A1,USP48,UBQLN2,MAPK14,SNAPC4,BCAT2,DST,ZNF804A,CDC42,GOT2,DPYSL2,PHTF1,RPF2,GPATCH1,AKR1B1,ZBTB22,OGG1,ARID4A,CARM1,SRPK2,LARS,ZCCHC10,LRBA,PRPSAP1,GEMIN5,UBTF,ATXN2L,MIA2,IARS2,GALNT10,TSTD2,MRPL13,CHPT1,SASS6,PSMC1,STARD3NL,TM9SF4,MED13L,TIA1,EPHX2,QSOX2,SRRT,NUP205,PRPF18,CHKA,LYAR,ZNF449,ZNF335,YBX1,UBE3C,SLC12A2,CSNK1G3,HP1BP3,CREG1,SUGP2,SLTM,MASTL,CAND1,EVC2,GNAS,TSC1,UAP1,NSMF,ZBTB24,ADNP2,TCF12,CHMP2A,ASH1L,MDH2,PMS2,TWF2,CHD1,PAIP1,MXD1,USP5,IARS,KIF14,ZNF770,ABI1,SCYL3,POU2AF1,UBQLN4,FAM172A,ZNF500,PGGT1B,SELPLG,PCGF6,SMU1,NLN,BOLA1,TOR1AIP2,OGDH,FAM72B,HERPUD2,PDHX,BTBD1,RAD54B,PON2,DAP3,TULP3,HPS5,STAT6,ARNTL,WDR59,ANP32E,FKBP5,GAS2,CCDC125,TRIP12,MRPL42,SHPRH,MRPS26,LETMD1,DCUN1D4,GFM2,PIP4K2A,XPR1,FERMT3,FASTKD3,FGFR3,MZT2A,RRBP1,H2AFY,TTC17,ERI3,MYO5A,TXNL1,TGFB1,ADAM17,FAM49B,ASPM,HELB,PSPC1,ATP2C1,RFFL,PRMT2,NDRG3,TARS,TFEB,ATAD2,ELMO1,OSBPL8,ZC3H7B,TATDN1,PREPL,PLOD3 haematopoietic_and_lymphoid_tissue-spleen-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma haematopoietic_and_lymphoid_tissue-spleen-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma 0.147701435876887 -1.9125623679153 64 13 0.0050251256281407 2587 17385 5925,4893,7128,2874,8030,6778,10270,4288,3845,596,57492,3265,65992 RB1,NRAS,TNFAIP3,GPS2,CCDC6,STAT6,AKAP8,MKI67,KRAS,BCL2,ARID1B,HRAS,DDRGK1 central_nervous_system-temporal_lobe-glioma-astrocytoma_Grade_I central_nervous_system-temporal_lobe-glioma-astrocytoma_Grade_I 0.147820528911278 -1.91175638355523 30 7 0.00270583687669115 2587 17385 2778,2261,3845,4893,5728,5605,1029 GNAS,FGFR3,KRAS,NRAS,PTEN,MAP2K2,CDKN2A non_seminoma non_seminoma 0.148268282616964 -1.90873192582792 493 82 0.0316969462698106 2587 17385 112858,4763,6195,5894,1457,526,5566,11344,4067,1432,29904,1020,27,5164,23683,10783,57147,51755,6733,5347,1263,4893,23476,208,55872,55035,9874,9448,9088,9212,84811,9262,10155,4216,3716,1198,11329,28996,3984,10922,6794,6041,11200,22984,5594,8899,57410,7204,5562,8621,203054,440275,1452,55681,2261,5728,1612,5261,818,1456,79657,5170,1455,140609,27102,8491,3845,23499,2011,5605,1613,55108,5595,84930,79139,996,5597,4217,26750,1017,10114,29959 TP53RK,NF1,RPS6KA1,RAF1,CSNK2A1,ATP6V1B2,PRKACA,TWF2,LYN,MAPK14,EEF2K,CDK5,ABL2,PDK2,PRKD3,NEK6,SCYL3,CDK12,SRPK2,PLK1,PLK3,NRAS,BRD4,AKT2,PBK,NOL8,TLK1,MAP4K4,PKMYT1,AURKB,BUD13,STK17B,TRIM28,MAP3K4,JAK1,CLK3,STK38,HIPK2,LIMK1,FASTK,STK11,RNASEL,CHEK2,PDCD11,MAPK1,PRPF4B,SCYL1,TRIO,PRKAA1,CDK13,ADCK5,EIF2AK4,CSNK1A1,SCYL2,FGFR3,PTEN,DAPK1,PHKG2,CAMK2G,CSNK1G3,RPAP3,PDPK1,CSNK1G2,NEK7,EIF2AK1,MAP4K3,KRAS,MACF1,MARK2,MAP2K2,DAPK3,BSDC1,MAPK3,MASTL,DERL1,CDC27,MAPK6,MAP3K5,RPS6KC1,CDK2,HIPK3,NRBP1 spindle spindle 0.151879069607756 -1.88467066947509 392 66 0.0255121762659451 2587 17385 196528,4763,23451,10308,387921,2783,54680,7752,118813,26015,23171,23141,51780,4893,54468,4170,5698,5869,84549,1665,55608,54014,4669,148022,2521,56994,4089,124411,2584,2130,9703,7410,4697,10314,10237,4125,23042,6242,5925,2261,51320,5728,9632,124565,89910,10370,26986,81552,83696,65985,3845,5339,3275,23499,1982,5605,55843,159,28231,51382,23636,5476,80221,3265,1029,29945 ARID2,NF1,SF3B1,ZNF267,NHLRC3,GNB2,ZNHIT6,ZNF200,ZFYVE27,RPAP1,GPD1L,ANKLE2,KDM3B,NRAS,MIOS,MCL1,PSMB9,RAB5B,MAK16,DHX15,ANKRD10,BRWD1,NAGLU,TICAM1,FUS,CHPT1,SMAD4,ZNF720,GALK1,EWSR1,KIAA0100,VAV2,NDUFA4,LANCL1,SLC35B1,MAN2B1,PDXDC1,RTKN,RB1,FGFR3,MEX3C,PTEN,SEC24C,SLC38A10,UBE3B,CITED2,PABPC1,VOPP1,TRAPPC9,AACS,KRAS,PLEC,PRMT2,MACF1,EIF4G2,MAP2K2,ARHGAP15,ADSS,SLCO4A1,ATP6V1D,NUP62,CTSA,ACSF2,HRAS,CDKN2A,ANAPC4 breast-carcinoma_in_situ-ductal_carcinoma_in_situ breast-carcinoma_in_situ-ductal_carcinoma_in_situ 0.153613353406624 -1.87331652580626 94 18 0.00695786625434867 2587 17385 1788,4893,3845,4853,4221,1452,4067,5605,2778,27,2261,3716,5728,8312,5781,26750,3265,8899 DNMT3A,NRAS,KRAS,NOTCH2,MEN1,CSNK1A1,LYN,MAP2K2,GNAS,ABL2,FGFR3,JAK1,PTEN,AXIN1,PTPN11,RPS6KC1,HRAS,PRPF4B carcinoma_in_situ carcinoma_in_situ 0.153613353406624 -1.87331652580626 94 18 0.00695786625434867 2587 17385 1788,4893,3845,4853,4221,1452,4067,5605,2778,27,2261,3716,5728,8312,5781,26750,3265,8899 DNMT3A,NRAS,KRAS,NOTCH2,MEN1,CSNK1A1,LYN,MAP2K2,GNAS,ABL2,FGFR3,JAK1,PTEN,AXIN1,PTPN11,RPS6KC1,HRAS,PRPF4B ductal_carcinoma_in_situ ductal_carcinoma_in_situ 0.153613353406624 -1.87331652580626 94 18 0.00695786625434867 2587 17385 1788,4893,3845,4853,4221,1452,4067,5605,2778,27,2261,3716,5728,8312,5781,26750,3265,8899 DNMT3A,NRAS,KRAS,NOTCH2,MEN1,CSNK1A1,LYN,MAP2K2,GNAS,ABL2,FGFR3,JAK1,PTEN,AXIN1,PTPN11,RPS6KC1,HRAS,PRPF4B NK-T_cell_lymphoma NK-T_cell_lymphoma 0.155334114109167 -1.86217690708337 229 40 0.0154619250096637 2587 17385 79585,63967,23451,4853,1105,9276,10992,6184,7626,55144,10270,25798,7268,6774,23515,10726,4893,387,9044,57486,150468,535,3845,672,55741,64599,55139,5445,3106,3716,27316,9797,4669,60412,23636,79968,23272,29959,79711,163050 CORO7,CLSPN,SF3B1,NOTCH2,CHD1,COPB2,SF3B2,RPN1,ZNF75D,LRRC8D,AKAP8,BRI3,TTC4,STAT3,MORC3,NUDC,NRAS,RHOA,BTAF1,NLN,CKAP2L,ATP6V0A1,KRAS,BRCA1,EDEM2,GIGYF1,ANKZF1,PON2,HLA-B,JAK1,RBMX,TATDN2,NAGLU,EXOC4,NUP62,WDR76,FAM208A,NRBP1,IPO4,ZNF564 central_nervous_system-thalamus-glioma-astrocytoma_Grade_I central_nervous_system-thalamus-glioma-astrocytoma_Grade_I 0.15662092748629 -1.85392686778766 36 8 0.00309238500193274 2587 17385 2778,2261,4893,5781,1185,3845,5605,3265 GNAS,FGFR3,NRAS,PTPN11,CLCN6,KRAS,MAP2K2,HRAS submandibular submandibular 0.15662092748629 -1.85392686778766 36 8 0.00309238500193274 2587 17385 7343,3845,2130,4893,5728,3265,1029,375743 UBTF,KRAS,EWSR1,NRAS,PTEN,HRAS,CDKN2A,PTAR1 biliary_tract-gallbladder-carcinoma-squamous_cell_carcinoma biliary_tract-gallbladder-carcinoma-squamous_cell_carcinoma 0.157003308070974 -1.85148840334005 25 6 0.00231928875144956 2587 17385 2261,3845,4893,5605,3265,5781 FGFR3,KRAS,NRAS,MAP2K2,HRAS,PTPN11 bone-sternum-chondrosarcoma bone-sternum-chondrosarcoma 0.157003308070974 -1.85148840334005 25 6 0.00231928875144956 2587 17385 79026,3020,23165,23204,3945,11103 AHNAK,H3F3A,NUP205,ARL6IP1,LDHB,KRR1 uveal_tract uveal_tract 0.159658095350012 -1.83472065424807 598 98 0.0378817162736761 2587 17385 21,9185,196528,4763,23451,23155,10308,387921,50804,2783,80153,25926,23336,54680,26155,7752,118813,57117,26015,25897,11319,23171,23141,51780,4893,54468,51056,7428,4170,672,58508,5869,5698,84549,1665,7343,55608,54014,4669,148022,6794,56994,4089,8535,124411,5965,2584,9703,7410,26511,5827,4697,10237,10314,4125,23042,6242,2962,2261,5925,51320,5728,10075,9632,4436,5781,124565,89910,10370,26986,1936,2956,81552,83696,4678,65985,92797,143,3845,5339,4221,3275,1982,23499,55843,2778,159,28231,51382,5426,79728,27316,5476,23636,80221,3265,29945,1029 ABCA3,REPS2,ARID2,NF1,SF3B1,CLCC1,ZNF267,NHLRC3,MYEF2,GNB2,EDC3,NOL11,SYNM,ZNHIT6,NOC2L,ZNF200,ZFYVE27,INTS12,RPAP1,RNF19A,ECD,GPD1L,ANKLE2,KDM3B,NRAS,MIOS,LAP3,VHL,MCL1,BRCA1,KMT2C,RAB5B,PSMB9,MAK16,DHX15,UBTF,ANKRD10,BRWD1,NAGLU,TICAM1,STK11,CHPT1,SMAD4,CBX4,ZNF720,RECQL,GALK1,KIAA0100,VAV2,CHIC2,PXMP2,NDUFA4,SLC35B1,LANCL1,MAN2B1,PDXDC1,RTKN,GTF2F1,FGFR3,RB1,MEX3C,PTEN,HUWE1,SEC24C,MSH2,PTPN11,SLC38A10,UBE3B,CITED2,PABPC1,EEF1D,MSH6,VOPP1,TRAPPC9,NASP,AACS,HELB,PARP4,KRAS,PLEC,MEN1,PRMT2,EIF4G2,MACF1,ARHGAP15,GNAS,ADSS,SLCO4A1,ATP6V1D,POLE,PALB2,RBMX,CTSA,NUP62,ACSF2,HRAS,ANAPC4,CDKN2A maxilla maxilla 0.160942887575101 -1.82670571248959 65 13 0.0050251256281407 2587 17385 2778,4893,5728,4253,3845,64224,3265,79577,58490,84296,1029,9416,8975 GNAS,NRAS,PTEN,MIA2,KRAS,HERPUD2,HRAS,CDC73,RPRD1B,GINS4,CDKN2A,DDX23,USP13 testis-germ_cell_tumour-choriocarcinoma testis-germ_cell_tumour-choriocarcinoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS bone-osteosarcoma-chondroblastic bone-osteosarcoma-chondroblastic 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 5925,1029 RB1,CDKN2A central_nervous_system-glioma-astrocytoma_Grade_IV central_nervous_system-glioma-astrocytoma_Grade_IV 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3020,1029 H3F3A,CDKN2A gastrointestinal_tract_(site_indeterminate)-carcinoma-adenocarcinoma gastrointestinal_tract_(site_indeterminate)-carcinoma-adenocarcinoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS follicular_dendritic_cell_sarcoma follicular_dendritic_cell_sarcoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-primary_effusion_lymphoma haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-primary_effusion_lymphoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 5728,1029 PTEN,CDKN2A ovary-sex_cord-stromal_tumour-gynandroblastoma ovary-sex_cord-stromal_tumour-gynandroblastoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 2778,4893 GNAS,NRAS large_intestine-colon-other-dysplasia large_intestine-colon-other-dysplasia 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,1029 KRAS,CDKN2A pneumocytoma_(sclerosing_haemangioma) pneumocytoma_(sclerosing_haemangioma) 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,6794 KRAS,STK11 hyalinizing_trabecular_tumour hyalinizing_trabecular_tumour 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 4893,8030 NRAS,CCDC6 Peutz-Jeghers_polyp Peutz-Jeghers_polyp 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,6794 KRAS,STK11 haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-B_cell_lymphoma_unclassifiable_with_features_intermediate_between_DLBCL_and_Burkitt_lymphoma haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-B_cell_lymphoma_unclassifiable_with_features_intermediate_between_DLBCL_and_Burkitt_lymphoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 387,6774 RHOA,STAT3 sebaceous_carcinoma sebaceous_carcinoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,4436 KRAS,MSH2 polymorphous_low_grade_adenocarcinoma polymorphous_low_grade_adenocarcinoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS lipoblastoma lipoblastoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 2521,2120 FUS,ETV6 central_nervous_system-parietal_lobe-glioma-astrocytoma_Grade_III central_nervous_system-parietal_lobe-glioma-astrocytoma_Grade_III 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3020,1029 H3F3A,CDKN2A central_nervous_system-brainstem-other-ganglioglioma central_nervous_system-brainstem-other-ganglioglioma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,2120 KRAS,ETV6 astroblastoma_Grade_III astroblastoma_Grade_III 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 5728,1029 PTEN,CDKN2A central_nervous_system-supratentorial-glioma-astrocytoma_Grade_III central_nervous_system-supratentorial-glioma-astrocytoma_Grade_III 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3020,1029 H3F3A,CDKN2A endometrium-other-adenomyoma endometrium-other-adenomyoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS central_nervous_system-pineal_gland-primitive_neuroectodermal_tumour-medulloblastoma-pineoblastoma central_nervous_system-pineal_gland-primitive_neuroectodermal_tumour-medulloblastoma-pineoblastoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 2130,1029 EWSR1,CDKN2A soft_tissue-blood_vessel-haemangioma-cavernous soft_tissue-blood_vessel-haemangioma-cavernous 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 2130,4436 EWSR1,MSH2 lung-left_upper_lobe-carcinoma-acinar_adenocarcinoma lung-left_upper_lobe-carcinoma-acinar_adenocarcinoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,27436 KRAS,EML4 skin-forearm-benign_melanocytic_nevus skin-forearm-benign_melanocytic_nevus 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS lung-other-pneumocytoma_(sclerosing_haemangioma) lung-other-pneumocytoma_(sclerosing_haemangioma) 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,6794 KRAS,STK11 skin-forearm-benign_melanocytic_nevus-Spitz skin-forearm-benign_melanocytic_nevus-Spitz 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS skin-scalp-benign_melanocytic_nevus skin-scalp-benign_melanocytic_nevus 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS skin-buttock-benign_melanocytic_nevus-melanocytic_tumour skin-buttock-benign_melanocytic_nevus-melanocytic_tumour 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS skin-arm-benign_melanocytic_nevus-blue skin-arm-benign_melanocytic_nevus-blue 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS myoepithelioma myoepithelioma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 2521,2130 FUS,EWSR1 ovary-adenoma-adenofibroma ovary-adenoma-adenofibroma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,672 KRAS,BRCA1 adenofibroma adenofibroma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,672 KRAS,BRCA1 B_cell_lymphoma_unclassifiable_with_features_intermediate_between_DLBCL_and_Burkitt_lymphoma B_cell_lymphoma_unclassifiable_with_features_intermediate_between_DLBCL_and_Burkitt_lymphoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 387,6774 RHOA,STAT3 large_intestine-adenoma-villous large_intestine-adenoma-villous 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 2778,3845 GNAS,KRAS central_nervous_system-pineal_gland-glioma-astrocytoma_Grade_III central_nervous_system-pineal_gland-glioma-astrocytoma_Grade_III 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 2956,4436 MSH6,MSH2 large_intestine-rectum-other-hamartoma large_intestine-rectum-other-hamartoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 2778,3845 GNAS,KRAS haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-follicular_dendritic_cell_sarcoma haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-follicular_dendritic_cell_sarcoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS skin-foot-benign_melanocytic_nevus-melanocytic_tumour skin-foot-benign_melanocytic_nevus-melanocytic_tumour 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS bone-tibia-osteosarcoma-chondroblastic bone-tibia-osteosarcoma-chondroblastic 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 5925,1029 RB1,CDKN2A primary_effusion_lymphoma primary_effusion_lymphoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 5728,1029 PTEN,CDKN2A gynandroblastoma gynandroblastoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 2778,4893 GNAS,NRAS lung-right_upper_lobe-carcinoma-acinar_adenocarcinoma lung-right_upper_lobe-carcinoma-acinar_adenocarcinoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,27436 KRAS,EML4 central_nervous_system-cerebral_cortex-glioma-oligodendroglioma_Grade_III central_nervous_system-cerebral_cortex-glioma-oligodendroglioma_Grade_III 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3020,5728 H3F3A,PTEN autonomic_ganglia-abdomen-paraganglioma-malignant autonomic_ganglia-abdomen-paraganglioma-malignant 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 7428,1029 VHL,CDKN2A thyroid-adenoma-nodule-goitre-hyalinizing_trabecular_tumour thyroid-adenoma-nodule-goitre-hyalinizing_trabecular_tumour 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 4893,8030 NRAS,CCDC6 cerebral_hemisphere cerebral_hemisphere 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3020,1029 H3F3A,CDKN2A frontal frontal 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,3265 KRAS,HRAS dermatofibroma dermatofibroma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 2521,2130 FUS,EWSR1 skin-face-benign_melanocytic_nevus-melanocytic_tumour skin-face-benign_melanocytic_nevus-melanocytic_tumour 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS bone-humerus-osteosarcoma-osteoblastic bone-humerus-osteosarcoma-osteoblastic 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 5925,1029 RB1,CDKN2A skin-arm-other-seborrhoeic_keratosis skin-arm-other-seborrhoeic_keratosis 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 2261,3265 FGFR3,HRAS skin-foot-other-atypical_Spitzoid_tumour skin-foot-other-atypical_Spitzoid_tumour 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3265,1029 HRAS,CDKN2A bone-tibia-other-giant_cell_tumour bone-tibia-other-giant_cell_tumour 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 2130,3020 EWSR1,H3F3A pineoblastoma pineoblastoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 2130,1029 EWSR1,CDKN2A skin-face-benign_melanocytic_nevus skin-face-benign_melanocytic_nevus 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS mixed_serous_and_clear_cell_carcinoma mixed_serous_and_clear_cell_carcinoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,1029 KRAS,CDKN2A central_nervous_system-supratentorial-glioma-astrocytoma_Grade_IV central_nervous_system-supratentorial-glioma-astrocytoma_Grade_IV 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3020,1029 H3F3A,CDKN2A soft_tissue-fat-lipoblastoma soft_tissue-fat-lipoblastoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 2521,2120 FUS,ETV6 skin-arm-carcinoma-Merkel_cell_carcinoma skin-arm-carcinoma-Merkel_cell_carcinoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS cavernous cavernous 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 2130,4436 EWSR1,MSH2 soft_tissue-fibrous_tissue_and_uncertain_origin-myoepithelioma soft_tissue-fibrous_tissue_and_uncertain_origin-myoepithelioma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 2521,2130 FUS,EWSR1 endometrium-carcinoma-mixed_serous_and_clear_cell_carcinoma endometrium-carcinoma-mixed_serous_and_clear_cell_carcinoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,1029 KRAS,CDKN2A adenomyoma adenomyoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS rhabdomyoma rhabdomyoma 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 7248,7249 TSC1,TSC2 bone-chondrosarcoma-peripheral bone-chondrosarcoma-peripheral 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 5925,1029 RB1,CDKN2A skin-lower_back-benign_melanocytic_nevus-blue skin-lower_back-benign_melanocytic_nevus-blue 0.162573783070913 -1.81662333059455 5 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS salivary_gland salivary_gland 0.166168423214674 -1.79475340730318 1157 184 0.071124855044453 2587 17385 11116,1457,1432,805,91752,1020,27,8853,10073,5296,2120,6917,1836,994,10342,4603,6733,5796,6731,147807,4893,3035,51056,208,55872,9874,23326,9212,672,58508,6659,8575,5635,84296,55723,4216,7343,25929,79026,8312,4253,60,6794,11200,138639,54480,7627,25913,5214,11325,22928,10808,2130,4666,7204,1660,64781,10664,8621,4853,139818,6018,57492,5925,1612,9735,200576,5832,2771,1456,55109,221937,9821,55253,79837,6746,3845,8491,27102,6016,8289,4350,5605,1613,84930,159,79139,7248,5108,1633,51614,375743,79672,142891,23636,4217,10611,1017,10140,57231,1029,22850,10163,1540,9322,5894,831,6195,23451,5566,56940,8895,8027,1912,1399,5164,6672,30000,25798,57147,58490,80895,51132,57120,9448,8452,5209,2585,64224,55741,85461,5698,3716,64770,1198,11329,10922,6294,28996,152006,8566,5594,19,4089,8975,57508,353274,10020,10926,51447,10654,1452,64151,2309,2962,55186,23396,84878,2261,3696,5728,5781,89910,6774,818,7128,2987,9044,140609,55227,5140,9416,5595,81930,84061,8030,9797,5597,5311,57178,26750,9700,3265,54865 FGFR1OP,CSNK2A1,MAPK14,CALM2,ZNF804A,CDK5,ABL2,ASAP2,SNUPN,PIK3R2,ETV6,TCEA1,SLC26A2,CDC25B,TFG,MYBL1,SRPK2,PTPRK,SRP72,ZNF524,NRAS,HARS,LAP3,AKT2,PBK,TLK1,USP22,AURKB,BRCA1,KMT2C,SOX4,PRKRA,PRPSAP1,GINS4,ASF1B,MAP3K4,UBTF,GEMIN5,AHNAK,AXIN1,MIA2,ACTB,STK11,CHEK2,PTPDC1,CHPF2,ZNF75A,POT1,PFKP,DDX42,SEPHS2,HSPH1,EWSR1,NACA,TRIO,DHX9,CERK,CTCF,CDK13,NOTCH2,DOCK11,RLF,ARID1B,RB1,DAPK1,KNTC1,PIKFYVE,ALDH18A1,GNAI2,CSNK1G3,AGGF1,FOXK1,RB1CC1,TYW1,PIP4K2C,SSR2,KRAS,MAP4K3,EIF2AK1,RIT1,ARID1A,MPG,MAP2K2,DAPK3,MASTL,ADSS,DERL1,TSC1,PCM1,DCK,ERGIC3,PTAR1,FN3KRP,SAMD8,NUP62,MAP3K5,PDLIM5,CDK2,TOB1,SNX14,CDKN2A,ADNP2,WASF2,CYLD,TRIP10,RAF1,CAST,RPS6KA1,SF3B1,PRKACA,DUSP22,CPNE3,STAM,PHC2,CRKL,PDK2,SP100,TNPO2,BRI3,SCYL3,RPRD1B,ILKAP,RLIM,GOPC,MAP4K4,CUL3,PFKFB3,GALK2,HERPUD2,EDEM2,TANC1,PSMB9,JAK1,CCDC14,CLK3,STK38,FASTK,SAFB,HIPK2,RNF38,PDXK,MAPK1,ABCA1,SMAD4,USP13,INTS2,ZNF445,GNE,DBF4,IP6K2,PMVK,CSNK1A1,NCAPG,FOXO3,GTF2F1,SLC25A36,PIP5K1C,ZBTB45,FGFR3,ITGB8,PTEN,PTPN11,UBE3B,STAT3,CAMK2G,TNFAIP3,GUK1,BTAF1,NEK7,LRRC1,PDE3B,DDX23,MAPK3,KIF18A,MAGT1,CCDC6,TATDN2,MAPK6,PKD2,ZMIZ1,RPS6KC1,ESPL1,HRAS,GPATCH4 parathyroid-carcinoma parathyroid-carcinoma 0.166438841905101 -1.79312735292392 306 52 0.0201005025125628 2587 17385 23649,2130,63922,57661,9919,79577,329,55215,1031,64759,5925,4775,57721,23545,26015,51434,64794,5833,9794,1983,51631,57553,157680,84284,9648,55602,4893,9761,2987,7753,55074,163590,3845,4221,23499,8539,6009,8661,10036,2778,847,3716,10492,7289,5307,8473,8237,254065,80346,19,3265,50619 POLA2,EWSR1,CHTF18,PHRF1,SEC16A,CDC73,BIRC2,FANCI,CDKN2C,TNS3,RB1,NFATC3,METTL14,ATP6V0A2,RPAP1,ANAPC7,DDX31,PCYT2,MAML1,EIF5,LUC7L2,MICAL3,VPS13B,NTPCR,GCC2,CDKN2AIP,NRAS,MLEC,GUK1,ZNF202,OXR1,TOR1AIP2,KRAS,MEN1,MACF1,API5,RHEB,EIF3A,CHAF1A,GNAS,CAT,JAK1,SYNCRIP,TULP3,PITX1,OGT,USP11,BRWD3,REEP4,ABCA1,HRAS,DEF6 bone-femur-chondrosarcoma bone-femur-chondrosarcoma 0.166611920488616 -1.79208800025677 433 72 0.0278314650173947 2587 17385 1788,2305,23304,4191,288,2029,4627,4998,63892,9110,26173,7267,10460,9736,57326,11176,51107,2551,56992,4170,10592,221656,90957,56834,2035,133957,5445,54502,153478,11329,56006,3020,409,25913,19,6749,4204,1063,63929,79577,10844,169714,4849,9276,5925,2618,431707,51564,23303,9646,2956,10051,79171,7128,9044,9948,54881,64763,55690,8087,55628,8189,4548,1613,2778,10897,7248,2803,64418,57178,57231,1029 DNMT3A,FOXM1,UBR2,MDH2,ANK3,ENSA,MYH9,ORC1,THADA,MTMR4,INTS1,TTC3,TACC3,USP34,PBXIP1,BAZ2A,APH1A,GABPA,KIF15,MCL1,SMC2,KDM1B,DHX57,GPR137,EPB41,CCDC127,PON2,RBM47,PLEKHG4B,STK38,SMG9,H3F3A,ARRB2,POT1,ABCA1,SSRP1,MECP2,CENPF,XPNPEP3,CDC73,TUBGCP2,QSOX2,CNOT3,COPB2,RB1,GART,LHX8,HDAC7,KIF13B,CTR9,MSH6,SMC4,RBM42,TNFAIP3,BTAF1,WDR1,TEX10,ZNF574,PACS1,FXR1,ZNF407,SYMPK,MTR,DAPK3,GNAS,YIF1A,TSC1,GOLGA4,TMEM168,ZMIZ1,SNX14,CDKN2A retroperitoneum retroperitoneum 0.167895001169468 -1.78441648800733 31 7 0.00270583687669115 2587 17385 2261,3845,4149,4893,4221,3265,5781 FGFR3,KRAS,MAX,NRAS,MEN1,HRAS,PTPN11 salivary_gland-mouth_floor-carcinoma-adenoid_cystic_carcinoma salivary_gland-mouth_floor-carcinoma-adenoid_cystic_carcinoma 0.167895001169468 -1.78441648800733 31 7 0.00270583687669115 2587 17385 3845,11200,4893,5728,57492,3265,152006 KRAS,CHEK2,NRAS,PTEN,ARID1B,HRAS,RNF38 genital_tract genital_tract 0.171428899801948 -1.76358667675183 169 30 0.0115964437572478 2587 17385 1788,4893,4763,440026,23451,7156,1660,6597,3845,51304,84295,2778,3181,56478,22992,5728,25896,23303,8312,122809,5781,23523,9972,6949,7528,3265,1029,6733,6709,8745 DNMT3A,NRAS,NF1,TMEM41B,SF3B1,TOP3A,DHX9,SMARCA4,KRAS,ZDHHC3,PHF6,GNAS,HNRNPA2B1,EIF4ENIF1,KDM2A,PTEN,INTS7,KIF13B,AXIN1,SOCS4,PTPN11,CABIN1,NUP153,TCOF1,YY1,HRAS,CDKN2A,SRPK2,SPTAN1,ADAM23 bone-rib-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour bone-rib-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour 0.173025564121467 -1.75431592591295 163 29 0.0112098956320062 2587 17385 136051,2130,53,55732,56949,29801,143,1660,10926,58508,27005,7270,4548,23165,79651,65095,847,55147,7716,22992,27297,114785,6949,10535,2091,10114,91768,1029,1856 ZNF786,EWSR1,ACP2,C1orf112,XAB2,ZDHHC8,PARP4,DHX9,DBF4,KMT2C,USP21,TTF1,MTR,NUP205,RHBDF2,KRI1,CAT,RBM23,VEZF1,KDM2A,CRCP,MBD6,TCOF1,RNASEH2A,FBL,HIPK3,CABLES1,CDKN2A,DVL2 osteosarcoma osteosarcoma 0.17320835737807 -1.75326003125771 219 38 0.0146888287591805 2587 17385 9804,2130,9682,90379,4763,23451,5879,1457,203427,79577,1031,26273,2261,5925,25888,25909,54521,55835,2530,7267,23241,8545,64236,4893,3845,8661,2778,8449,84456,9844,23417,201725,3020,254065,3265,4089,10114,1029 TOMM20,EWSR1,KDM4A,DCAF15,NF1,SF3B1,RAC1,CSNK2A1,SLC25A43,CDC73,CDKN2C,FBXO3,FGFR3,RB1,ZNF473,AHCTF1,WDR44,CENPJ,FUT8,TTC3,PACS2,CGGBP1,PDLIM2,NRAS,KRAS,EIF3A,GNAS,DHX16,L3MBTL3,ELMO1,MLYCD,C4orf46,H3F3A,BRWD3,HRAS,SMAD4,HIPK3,CDKN2A pituitary-adenoma pituitary-adenoma 0.173599125469561 -1.75100651438631 15 4 0.00154619250096637 2587 17385 2778,1031,4221,1029 GNAS,CDKN2C,MEN1,CDKN2A salivary_gland-parotid-carcinoma-acinic_cell_carcinoma salivary_gland-parotid-carcinoma-acinic_cell_carcinoma 0.173599125469561 -1.75100651438631 15 4 0.00154619250096637 2587 17385 142891,55227,1029,55186 SAMD8,LRRC1,CDKN2A,SLC25A36 soft_tissue-nerve_sheath-neurofibroma soft_tissue-nerve_sheath-neurofibroma 0.173599125469561 -1.75100651438631 15 4 0.00154619250096637 2587 17385 2521,4763,1029,2120 FUS,NF1,CDKN2A,ETV6 central_nervous_system-spinal_cord-glioma-ependymoma central_nervous_system-spinal_cord-glioma-ependymoma 0.174768979159918 -1.74429029626963 66 13 0.0050251256281407 2587 17385 667,51552,1520,5728,4174,79572,4288,389072,29882,6102,3693,9133,10057 DST,RAB14,CTSS,PTEN,MCM5,ATP13A3,MKI67,PLEKHM3,ANAPC2,RP2,ITGB5,CCNB2,ABCC5 skin-foot-malignant_melanoma-acral_lentiginous skin-foot-malignant_melanoma-acral_lentiginous 0.174768979159918 -1.74429029626963 66 13 0.0050251256281407 2587 17385 4893,5728,987,51072,5781,5311,3845,5361,26503,221061,3265,10534,1029 NRAS,PTEN,LRBA,MEMO1,PTPN11,PKD2,KRAS,PLXNA1,SLC17A5,FAM171A1,HRAS,SSSCA1,CDKN2A upper_aerodigestive_tract-sinonasal_and_nasal_cavity-carcinoma-squamous_cell_carcinoma upper_aerodigestive_tract-sinonasal_and_nasal_cavity-carcinoma-squamous_cell_carcinoma 0.175787093101123 -1.73848171450865 72 14 0.0054116737533823 2587 17385 27,27335,4893,79573,5728,23451,6794,3845,64151,3265,55215,1029,5094,50619 ABL2,EIF3K,NRAS,TTC13,PTEN,SF3B1,STK11,KRAS,NCAPG,HRAS,FANCI,CDKN2A,PCBP2,DEF6 upper_aerodigestive_tract-mouth-carcinoma-basal_cell_carcinoma upper_aerodigestive_tract-mouth-carcinoma-basal_cell_carcinoma 0.176664654014815 -1.73350195353794 10 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS skin-ear-carcinoma-basal_cell_carcinoma skin-ear-carcinoma-basal_cell_carcinoma 0.176664654014815 -1.73350195353794 10 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS mesenchymal mesenchymal 0.176664654014815 -1.73350195353794 10 3 0.00115964437572478 2587 17385 2130,4893,1029 EWSR1,NRAS,CDKN2A melanocytic_tumour melanocytic_tumour 0.176664654014815 -1.73350195353794 10 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS large_intestine-colon-carcinoid-endocrine_tumour large_intestine-colon-carcinoid-endocrine_tumour 0.176664654014815 -1.73350195353794 10 3 0.00115964437572478 2587 17385 3845,4221,4089 KRAS,MEN1,SMAD4 micropapillary_adenocarcinoma micropapillary_adenocarcinoma 0.176664654014815 -1.73350195353794 10 3 0.00115964437572478 2587 17385 3799,3845,27436 KIF5B,KRAS,EML4 lung-carcinoma-blastoma lung-carcinoma-blastoma 0.176664654014815 -1.73350195353794 10 3 0.00115964437572478 2587 17385 3845,4893,2120 KRAS,NRAS,ETV6 small_intestine-carcinoma-adenocarcinoma small_intestine-carcinoma-adenocarcinoma 0.176664654014815 -1.73350195353794 10 3 0.00115964437572478 2587 17385 3845,6794,4089 KRAS,STK11,SMAD4 lung-carcinoma-micropapillary_adenocarcinoma lung-carcinoma-micropapillary_adenocarcinoma 0.176664654014815 -1.73350195353794 10 3 0.00115964437572478 2587 17385 3799,3845,27436 KIF5B,KRAS,EML4 osteoblastic osteoblastic 0.176664654014815 -1.73350195353794 10 3 0.00115964437572478 2587 17385 5925,3845,1029 RB1,KRAS,CDKN2A lung-carcinoma-pleomorphic_carcinoma lung-carcinoma-pleomorphic_carcinoma 0.176664654014815 -1.73350195353794 10 3 0.00115964437572478 2587 17385 3799,2261,3845 KIF5B,FGFR3,KRAS skin-shoulder-carcinoma-basal_cell_carcinoma skin-shoulder-carcinoma-basal_cell_carcinoma 0.176664654014815 -1.73350195353794 10 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS ovary-adenoma-Brenner_tumour ovary-adenoma-Brenner_tumour 0.176664654014815 -1.73350195353794 10 3 0.00115964437572478 2587 17385 3845,672,1029 KRAS,BRCA1,CDKN2A large_intestine-right-carcinoma-adenocarcinoma large_intestine-right-carcinoma-adenocarcinoma 0.176664654014815 -1.73350195353794 10 3 0.00115964437572478 2587 17385 3845,1029,4436 KRAS,CDKN2A,MSH2 granulocytic_sarcoma granulocytic_sarcoma 0.179999770990298 -1.71479970036886 26 6 0.00231928875144956 2587 17385 3845,1788,4893,3716,3265,5781 KRAS,DNMT3A,NRAS,JAK1,HRAS,PTPN11 atypical_lobular_hyperplasia atypical_lobular_hyperplasia 0.179999770990298 -1.71479970036886 26 6 0.00231928875144956 2587 17385 2261,3845,4893,5605,3265,5781 FGFR3,KRAS,NRAS,MAP2K2,HRAS,PTPN11 breast-hyperplasia-atypical_lobular_hyperplasia breast-hyperplasia-atypical_lobular_hyperplasia 0.179999770990298 -1.71479970036886 26 6 0.00231928875144956 2587 17385 2261,3845,4893,5605,3265,5781 FGFR3,KRAS,NRAS,MAP2K2,HRAS,PTPN11 haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-granulocytic_sarcoma haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-granulocytic_sarcoma 0.179999770990298 -1.71479970036886 26 6 0.00231928875144956 2587 17385 3845,1788,4893,3716,3265,5781 KRAS,DNMT3A,NRAS,JAK1,HRAS,PTPN11 tongue tongue 0.180597721489722 -1.71148325441482 43 9 0.00347893312717433 2587 17385 5925,4893,5728,3845,60,58508,3265,25913,1029 RB1,NRAS,PTEN,KRAS,ACTB,KMT2C,HRAS,POT1,CDKN2A myelofibrosis myelofibrosis 0.181528829547963 -1.7063407974064 423 70 0.0270583687669115 2587 17385 4152,6938,284352,55830,1788,6181,4763,29796,23451,23512,64848,56922,9919,6621,55215,390916,3833,25888,23336,9110,115,57122,55094,4603,1786,168850,83891,51703,8615,4893,83989,7428,9448,65010,55840,1731,3716,399687,64327,57673,11200,80346,25913,85451,23389,4853,2145,3693,2113,5925,6184,5728,10075,8932,5781,27034,6774,84629,53942,3845,166379,84295,55832,9797,5476,6878,3265,9700,1029,1642 MBD1,TCF12,PPP1R37,GLT8D1,DNMT3A,RPLP2,NF1,UQCR10,SF3B1,SUZ12,YTHDC2,MCCC1,SEC16A,SNAPC4,FANCI,NUDT19,KIFC1,ZNF473,SYNM,MTMR4,ADCY9,NUP107,GPATCH1,MYBL1,DNMT1,ZNF800,SNX25,ACSL5,USO1,NRAS,FAM172A,VHL,MAP4K4,SLC26A6,EAF2,SEPT1,JAK1,MYO18A,LMBR1,BEND3,CHEK2,REEP4,POT1,UNK,MED13L,NOTCH2,EZH1,ITGB5,ETS1,RB1,RPN1,PTEN,HUWE1,MBD2,PTPN11,ACAD8,STAT3,TNRC18,CNTN5,KRAS,BBS12,PHF6,CAND1,TATDN2,CTSA,TAF6,HRAS,ESPL1,CDKN2A,DDB1 haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-myelofibrosis haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-myelofibrosis 0.181528829547963 -1.7063407974064 423 70 0.0270583687669115 2587 17385 4152,6938,284352,55830,1788,6181,4763,29796,23451,23512,64848,56922,9919,6621,55215,390916,3833,25888,23336,9110,115,57122,55094,4603,1786,168850,83891,51703,8615,4893,83989,7428,9448,65010,55840,1731,3716,399687,64327,57673,11200,80346,25913,85451,23389,4853,2145,3693,2113,5925,6184,5728,10075,8932,5781,27034,6774,84629,53942,3845,166379,84295,55832,9797,5476,6878,3265,9700,1029,1642 MBD1,TCF12,PPP1R37,GLT8D1,DNMT3A,RPLP2,NF1,UQCR10,SF3B1,SUZ12,YTHDC2,MCCC1,SEC16A,SNAPC4,FANCI,NUDT19,KIFC1,ZNF473,SYNM,MTMR4,ADCY9,NUP107,GPATCH1,MYBL1,DNMT1,ZNF800,SNX25,ACSL5,USO1,NRAS,FAM172A,VHL,MAP4K4,SLC26A6,EAF2,SEPT1,JAK1,MYO18A,LMBR1,BEND3,CHEK2,REEP4,POT1,UNK,MED13L,NOTCH2,EZH1,ITGB5,ETS1,RB1,RPN1,PTEN,HUWE1,MBD2,PTPN11,ACAD8,STAT3,TNRC18,CNTN5,KRAS,BBS12,PHF6,CAND1,TATDN2,CTSA,TAF6,HRAS,ESPL1,CDKN2A,DDB1 testis-germ_cell_tumour-non_seminoma testis-germ_cell_tumour-non_seminoma 0.186431192662781 -1.67969304811937 488 80 0.0309238500193274 2587 17385 112858,6195,5894,1457,526,5566,11344,4067,1432,29904,1020,27,5164,23683,10783,51755,57147,6733,5347,1263,4893,23476,208,55872,55035,9448,9874,9088,9212,84811,9262,10155,4216,3716,1198,11329,28996,3984,10922,6794,6041,11200,22984,5594,8899,57410,7204,5562,8621,203054,440275,1452,55681,2261,1612,5261,818,1456,79657,5170,1455,140609,27102,8491,3845,23499,2011,5605,1613,55108,5595,84930,79139,996,5597,4217,26750,1017,29959,10114 TP53RK,RPS6KA1,RAF1,CSNK2A1,ATP6V1B2,PRKACA,TWF2,LYN,MAPK14,EEF2K,CDK5,ABL2,PDK2,PRKD3,NEK6,CDK12,SCYL3,SRPK2,PLK1,PLK3,NRAS,BRD4,AKT2,PBK,NOL8,MAP4K4,TLK1,PKMYT1,AURKB,BUD13,STK17B,TRIM28,MAP3K4,JAK1,CLK3,STK38,HIPK2,LIMK1,FASTK,STK11,RNASEL,CHEK2,PDCD11,MAPK1,PRPF4B,SCYL1,TRIO,PRKAA1,CDK13,ADCK5,EIF2AK4,CSNK1A1,SCYL2,FGFR3,DAPK1,PHKG2,CAMK2G,CSNK1G3,RPAP3,PDPK1,CSNK1G2,NEK7,EIF2AK1,MAP4K3,KRAS,MACF1,MARK2,MAP2K2,DAPK3,BSDC1,MAPK3,MASTL,DERL1,CDC27,MAPK6,MAP3K5,RPS6KC1,CDK2,NRBP1,HIPK3 salivary_gland-maxilla-carcinoma-adenoid_cystic_carcinoma salivary_gland-maxilla-carcinoma-adenoid_cystic_carcinoma 0.186654013861225 -1.67849856910471 55 11 0.00425202937765752 2587 17385 4893,5728,4253,3845,64224,58490,3265,84296,1029,9416,8975 NRAS,PTEN,MIA2,KRAS,HERPUD2,RPRD1B,HRAS,GINS4,CDKN2A,DDX23,USP13 sacrum sacrum 0.18908662924777 -1.66555001312712 32 7 0.00270583687669115 2587 17385 3845,2130,4893,3020,5728,3265,1029 KRAS,EWSR1,NRAS,H3F3A,PTEN,HRAS,CDKN2A upper_aerodigestive_tract-head_neck-carcinoma-squamous_cell_carcinoma upper_aerodigestive_tract-head_neck-carcinoma-squamous_cell_carcinoma 0.189185144897174 -1.66502914078948 9495 1434 0.554310011596444 2587 17385 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OXN2,NAGPA,ETV3,RB1CC1,PRRC2A,ZMYND11,TSPAN31,DHX29,PGS1,MAN1B1,TEX10,MYBL2,UHRF1BP1,SRSF5,MPG,ABCF1,MATR3,RHOB,DTWD1,PTPRF,OSBPL11,DUSP3,MDH1,NDE1,RNF139,SNX14,EGLN1,ZNF296,TRERF1,IVNS1ABP,CHD1L,MON1B,MYH9,NUF2,ZNF267,PRKACA,SAFB2,TCF19,APP,STAM,KTN1,PRKD3,RAB21,SP100,DUT,ZCCHC2,NUP107,ANKRD13C,ANAPC7,RNF19A,FAM76B,CEP63,RBM15,TMEM9,RNF169,DCTN1,ADCY7,ENPP4,MAP4K4,DNAJA1,TAZ,FKBP3,DDX17,GPR137,C19orf54,TAF2,CDC16,HIPK2,WDR7,RPLP1,TICAM1,PDXK,FUS,ZBTB11,GEN1,COIL,LRCH1,ZNF786,RPS2,ANXA6,SESTD1,TRAK1,SIKE1,UBE4A,AKT1S1,ETS1,IL21R,KRI1,FBXO3,CAPN2,ERH,ADD3,SUV39H2,PPP1R8,GEMIN6,TTLL12,IMPA2,LDHB,PDPK1,PPP3CA,TK1,TNFAIP3,POLK,ZNF512,JTB,MRPS10,MTMR12,ZP3,PDE3B,DDX39A,RPA1,ZNF180,ZNF862,KIF18A,KEAP1,POLE,CCDC6,WNT5B,PITX1,MAPK6,CAPN7,PML,C4orf46,LY75,HMGB2,RGL1,WDR76,IGBP1,ANAPC4,FAF1,COX15,DDX47,AGRN,PPP1R15B,CSNK2A1,CDIPT,SEC16A,GIT2,BIRC2,DLG5,ABL2,PCNA,PIK3R2,ETV6,XRCC2,PPCDC,FAM86C1,MYBL1,CCAR1,PTPRK,ABCC5,SP3,BAZ2A,TLK1,GMFB,LNX2,LRP5,BRCA1,ANLN,PRKRA,RAB5B,RHEB,EPB41,OPTN,TBC1D17,TONSL,NAGLU,SOCS4,ACTB,PIEZO1,NUDT11,LZTR1,ASAH1,RACGAP1,PPP3CB,ASXL2,RAPGEF6,RB1,NUS1,VMP1,SLC27A4,AFF1,AHDC1,MAML1,TMEM8A,CYTH1,TRAPPC9,UTP15,EIF2AK1,KRAS,UBE4B,PSMC4,GOLGA4,PALB2,CDC27,PRPS2,NIPA1,CYLD,FOXM1,XAB2,SUMO2,DUSP22,RPL11,RAD23A,CSDE1,PDK2,ATP6V0B,MDM2,PDCD2,CORO1A,MINPP1,SAP30L,DVL2,GM2A,RPL29,BTG2,TIGD5,SLC26A6,CYP20A1,DNAJC9,NFATC2,KDM1B,ARL5B,USP36,RPSA,CCDC127,SRSF1,DNAJC10,SCAP,CLK3,PLEKHG4B,MAFK,DNAJC17,NCOA1,SLC25A39,USP53,ZNF146,ATXN7L2,INTS2,CTDP1,GOLIM4,RRP15,CDT1,ARID5A,SMC6,SUMF1,NKRF,GGA2,AP3S1,CSNK1A1,RMI1,TFRC,PTPN2,IRF4,NDUFV1,SLC1A4,ABCD1,SS18L1,DDX31,CAMK2G,CNTN5,SNX2,ZMYM5,CHCHD6,NEU1,KPNA4,FBXO41,BIRC5,TFE3,CDCA7L,PGRMC1,UBE2C,RPS6KC1,ZNF496,TAP1,YTHDF3,PLXNA1,CCNB1,IKBIP,SLC20A1,POLR3K,ELMOD2,C14orf119,CYB5RL,PARPBP,CDC25B,PLCL2,TFG,DNMT1,SEH1L,NOL12,ORAI2,USO1,ATG9A,AKT2,PBK,GNG7,MKI67,DDX20,AURKB,AMDHD2,CCNF,FOXRED1,SLC25A5,MAK16,RBM47,PTER,ITGB1,PTPN7,DHTKD1,TRAF5,RTN3,ZNF598,HDAC2,DDX58,HSPH1,LIME1,MUT,CHTF18,HLA-E,KIF23,NOTCH2,JMY,CFLAR,FKBP1A,RNF121,MEX3C,SNX18,HDAC7,ATIC,PIKFYVE,RNF135,GNAI2,LPCAT1,ANKHD1,EEF1D,TERF2,PHF10,DDX28,PIP4K2C,KCTD20,SEPT8,PLEC,RIT1,KDM3A,SF3A2,FAS,ADSS,EPRS,TMEM54,ZFP92,NSF,ACLY,PPP3R1,VCPIP1,TCOF1,YY1,PPP6R2,MAP3K5,RNF14,CDK2,CABLES1,NRBP1,DNMT3A,TRIP10,SUZ12,RPS6KA1,SF3B1,MAGED1,GPR89A,RAC1,KLHL18,ADPGK,AP1B1,SLC25A44,SDHA,GNB2,PHC2,CRKL,TERF2IP,APLP2,ZNF75D,SHC1,KDM2A,TNPO2,CDKN1B,NAA35,TMBIM1,CCT2,MAPRE2,RFC3,ATP13A1,HMGN4,ERF,CUL3,SLBP,CDC23,AP4E1,POLG2,DHX57,PRDM11,HSPA4,JAK1,PPP2R5A,ACYP1,GOLGA8A,TBL3,H2AFX,SEL1L,STAT1,KLHDC4,TRIM32,B4GALT3,PDCD11,ATMIN,RHEBL1,POLQ,OTUD5,NCOR2,ANKRD13D,PKP4,C1orf112,MRI1,TCF3,SLC25A12,AGPAT3,BLM,FOXO3,RAB11A,MAD2L2,TMCC3,PIP5K1C,PTEN,AHSA1,CENPJ,UPF2,COPS7B,SLC38A10,OSTC,CREB1,UBE2M,PACS2,NCOA2,SMC4,TSHZ1,NET1,NEK7,PARP4,ANAPC2,LRRC1,RHOT1,TSR2,MARK2,YIF1A,GNA12,FBXO21,PLD3,PFDN4,TTLL4,SLC38A7,MFAP1,TFDP1,KHSRP,BRWD3,CPEB2,BYSL,SSSCA1,ESYT2,MIB2,IER2,UBE2E2,SKA3,NPHP4,NOP2,ST13,TMEM184B,NF1,ZNF107,AGFG1,SIRT2,KIF2C,FKBP2,USP48,UBQLN2,BECN1,MAPK14,SNAPC4,RNF103,MBD4,ZNF804A,RAP1A,EIF4A3,THADA,METTL14,ATG3,PPP1R12C,RP2,TECR,OGG1,ARID4A,TRIM14,TIMM50,COPS8,FYTTD1,TRIM8,FOPNL,SLC16A7,RRM2,WDR82,SOX4,STK17B,GEMIN5,CXXC4,UEVLD,PQBP1,ATXN2L,COPS6,SASS6,SLC12A7,RPS15,PIGN,ZNF768,CIB1,MED13L,XPO7,EPHX2,SRRT,NFATC3,ZNF449,ZNF335,YBX1,BCL2,KNTC1,UBE3C,N4BP2,ALDH9A1,ZNF189,CIC,OXR1,CAND1,GNAS,TSC1,ODF2,EXOC4,KIAA1328,PITPNA,NUP62,NANP,RBBP4,PTDSS1,C7orf26,SMARCD1,WASF2,MBD1,ASH1L,MPHOSPH8,CHERP,HNRNPUL2,PLAGL2,IRF3,TWF2,CHD1,SAR1A,AKAP8,PARL,RPN2,APOOL,F2R,FAM3A,PDIA6,TMEM14C,SCYL3,ABI1,MOSPD1,RLIM,FAM172A,WIPF1,BUD13,PEF1,GFER,EIF3G,RAD54B,DAP3,TAB2,TULP3,WDR59,SCARB1,GAS2,AKNA,USP11,SMURF1,REEP4,PPP2R2D,CBX4,KIF3B,CDS2,MAGEH1,SH2D3A,CASP6,EYA1,DBF4,RGS1,MAN1A1,FBXO5,GART,CTNNBL1,TANK,BRD7,YIF1B,TTC17,MRPL11,PAQR6,SAMD4B,CSNK1G2,ADAM17,HMGN1,NASP,ASPM,PRKAR1B,WDR81,ZNF407,HSPA1B,MAPK3,HLA-B,COX8A,ZRANB2,SRSF3,IDH3B,ATP6V1C1 sinonasal_and_nasal_cavity sinonasal_and_nasal_cavity 0.189265505858374 -1.66460445681947 85 16 0.00618477000386548 2587 17385 2130,4893,23451,3845,64151,55215,27335,27,79573,5728,6794,6774,3265,5094,50619,1029 EWSR1,NRAS,SF3B1,KRAS,NCAPG,FANCI,EIF3K,ABL2,TTC13,PTEN,STK11,STAT3,HRAS,PCBP2,DEF6,CDKN2A medullomyoblastoma medullomyoblastoma 0.189451977354398 -1.66361970423023 495 81 0.031310398144569 2587 17385 23649,25974,9595,65986,79585,55809,1314,23451,23304,831,6890,6597,8454,2992,51728,8761,7844,79003,55017,667,4899,4931,57117,11151,1639,1477,157680,22875,51780,57130,79813,987,2788,55193,899,79801,8666,9203,55751,3308,4087,6400,8237,2139,5214,10721,59269,9320,79677,10664,9324,55681,4189,51514,203523,23648,9646,26019,84282,10194,53942,55109,11253,3609,3784,5339,989,55818,55628,55108,9792,10492,79573,8030,9844,27316,84166,4065,9406,4649,23505 POLA2,MMACHC,CYTIP,ZBTB10,CORO7,TRERF1,COPA,SF3B1,UBR2,CAST,TAP1,SMARCA4,CUL1,GYG1,POLR3K,PABPC4,RNF103,MIS12,C14orf119,DST,NRF1,NVL,INTS12,CORO1A,DCTN1,CSTF1,VPS13B,ENPP4,KDM3B,ATP13A1,EHMT1,LRBA,GNG7,PBRM1,CCNF,SHCBP1,EIF3G,ZMYM3,TMEM184C,HSPA4,SMAD2,SEL1L,USP11,EYA2,PFKP,POLQ,HIVEP3,TRIP12,SMC6,CTCF,HMGN3,SCYL2,DNAJB9,DTL,ZNF449,SSBP3,CTR9,UPF2,RNF135,TSHZ1,CNTN5,AGGF1,MAN1B1,ILF3,KCNQ1,PLEC,SEPT7,KDM3A,ZNF407,BSDC1,SERTAD2,SYNCRIP,TTC13,CCDC6,ELMO1,RBMX,NLRC5,LY75,ZRANB2,MYO9A,TMEM131 central_nervous_system-brain-primitive_neuroectodermal_tumour-medulloblastoma-medullomyoblastoma central_nervous_system-brain-primitive_neuroectodermal_tumour-medulloblastoma-medullomyoblastoma 0.189451977354398 -1.66361970423023 495 81 0.031310398144569 2587 17385 23649,25974,9595,65986,79585,55809,1314,23451,23304,831,6890,6597,8454,2992,51728,8761,7844,79003,55017,667,4899,4931,57117,11151,1639,1477,157680,22875,51780,57130,79813,987,2788,55193,899,79801,8666,9203,55751,3308,4087,6400,8237,2139,5214,10721,59269,9320,79677,10664,9324,55681,4189,51514,203523,23648,9646,26019,84282,10194,53942,55109,11253,3609,3784,5339,989,55818,55628,55108,9792,10492,79573,8030,9844,27316,84166,4065,9406,4649,23505 POLA2,MMACHC,CYTIP,ZBTB10,CORO7,TRERF1,COPA,SF3B1,UBR2,CAST,TAP1,SMARCA4,CUL1,GYG1,POLR3K,PABPC4,RNF103,MIS12,C14orf119,DST,NRF1,NVL,INTS12,CORO1A,DCTN1,CSTF1,VPS13B,ENPP4,KDM3B,ATP13A1,EHMT1,LRBA,GNG7,PBRM1,CCNF,SHCBP1,EIF3G,ZMYM3,TMEM184C,HSPA4,SMAD2,SEL1L,USP11,EYA2,PFKP,POLQ,HIVEP3,TRIP12,SMC6,CTCF,HMGN3,SCYL2,DNAJB9,DTL,ZNF449,SSBP3,CTR9,UPF2,RNF135,TSHZ1,CNTN5,AGGF1,MAN1B1,ILF3,KCNQ1,PLEC,SEPT7,KDM3A,ZNF407,BSDC1,SERTAD2,SYNCRIP,TTC13,CCDC6,ELMO1,RBMX,NLRC5,LY75,ZRANB2,MYO9A,TMEM131 posterior_fossa posterior_fossa 0.189575306370838 -1.6629689383034 79 15 0.00579822187862389 2587 17385 23511,4893,9320,81671,23451,4204,4436,5781,3845,9735,3020,4048,9782,1029,2956 NUP188,NRAS,TRIP12,VMP1,SF3B1,MECP2,MSH2,PTPN11,KRAS,KNTC1,H3F3A,LTA4H,MATR3,CDKN2A,MSH6 myelodysplastic_syndrome_therapy_related myelodysplastic_syndrome_therapy_related 0.192816428683133 -1.64601668942384 21 5 0.00193274062620796 2587 17385 3845,1788,4893,23451,5781 KRAS,DNMT3A,NRAS,SF3B1,PTPN11 haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-myelodysplastic_syndrome_therapy_related haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-myelodysplastic_syndrome_therapy_related 0.192816428683133 -1.64601668942384 21 5 0.00193274062620796 2587 17385 3845,1788,4893,23451,5781 KRAS,DNMT3A,NRAS,SF3B1,PTPN11 groin groin 0.192816428683133 -1.64601668942384 21 5 0.00193274062620796 2587 17385 3845,4893,6774,5728,3265 KRAS,NRAS,STAT3,PTEN,HRAS lung-carcinoid-endocrine_tumour-typical lung-carcinoid-endocrine_tumour-typical 0.194152731509995 -1.63911015383315 323 54 0.020873598763046 2587 17385 142678,136051,284352,9612,23511,9682,257218,2145,139818,10363,57492,9801,51439,65095,91752,667,2261,5925,25896,5728,55010,1431,55094,23170,54620,58490,223,4893,23020,10147,5695,56262,3845,8289,4221,899,10552,292,3416,5108,23640,29028,64418,996,84456,23015,6294,84166,9031,6794,7528,4089,3265,118472 MIB2,ZNF786,PPP1R37,NCOR2,NUP188,KDM4A,SHPRH,EZH1,DOCK11,HMG20A,ARID1B,MRPL19,FAM8A1,KRI1,ZNF804A,DST,FGFR3,RB1,INTS7,PTEN,PARPBP,CS,GPATCH1,TTLL12,FBXL19,RPRD1B,ALDH9A1,NRAS,SNRNP200,SUGP2,PSMB7,LRRC8A,KRAS,ARID1A,MEN1,CCNF,ARPC1A,SLC25A5,IDE,PCM1,HSPBP1,ATAD2,TMEM168,CDC27,L3MBTL3,GOLGA8A,SAFB,NLRC5,BAZ1B,STK11,YY1,SMAD4,HRAS,ZNF511 typical typical 0.194152731509995 -1.63911015383315 323 54 0.020873598763046 2587 17385 142678,136051,284352,9612,23511,9682,257218,2145,139818,10363,57492,9801,51439,65095,91752,667,2261,5925,25896,5728,55010,1431,55094,23170,54620,58490,223,4893,23020,10147,5695,56262,3845,8289,4221,899,10552,292,3416,5108,23640,29028,64418,996,84456,23015,6294,84166,9031,6794,7528,4089,3265,118472 MIB2,ZNF786,PPP1R37,NCOR2,NUP188,KDM4A,SHPRH,EZH1,DOCK11,HMG20A,ARID1B,MRPL19,FAM8A1,KRI1,ZNF804A,DST,FGFR3,RB1,INTS7,PTEN,PARPBP,CS,GPATCH1,TTLL12,FBXL19,RPRD1B,ALDH9A1,NRAS,SNRNP200,SUGP2,PSMB7,LRRC8A,KRAS,ARID1A,MEN1,CCNF,ARPC1A,SLC25A5,IDE,PCM1,HSPBP1,ATAD2,TMEM168,CDC27,L3MBTL3,GOLGA8A,SAFB,NLRC5,BAZ1B,STK11,YY1,SMAD4,HRAS,ZNF511 central_nervous_system-thalamus-glioma-astrocytoma_Grade_III central_nervous_system-thalamus-glioma-astrocytoma_Grade_III 0.1950918210987 -1.63428495381715 38 8 0.00309238500193274 2587 17385 4763,4627,3845,3020,58508,57226,9276,1029 NF1,MYH9,KRAS,H3F3A,KMT2C,LYRM2,COPB2,CDKN2A central_nervous_system-thalamus-glioma-oligodendroglioma_Grade_III central_nervous_system-thalamus-glioma-oligodendroglioma_Grade_III 0.1950918210987 -1.63428495381715 38 8 0.00309238500193274 2587 17385 23423,64761,51006,3020,3716,4931,79801,19 TMED3,PARP12,SLC35C2,H3F3A,JAK1,NVL,SHCBP1,ABCA1 autonomic_ganglia-retroperitoneum-neuroblastoma autonomic_ganglia-retroperitoneum-neuroblastoma 0.204238288542569 -1.58846788572283 27 6 0.00231928875144956 2587 17385 2261,3845,4149,4893,3265,5781 FGFR3,KRAS,MAX,NRAS,HRAS,PTPN11 pancreas-other-pancreatoblastoma pancreas-other-pancreatoblastoma 0.204238288542569 -1.58846788572283 27 6 0.00231928875144956 2587 17385 3845,79573,9320,196528,4089,54881 KRAS,TTC13,TRIP12,ARID2,SMAD4,TEX10 chordoma chordoma 0.204238288542569 -1.58846788572283 27 6 0.00231928875144956 2587 17385 3845,4893,3020,5728,3265,1029 KRAS,NRAS,H3F3A,PTEN,HRAS,CDKN2A pancreatoblastoma pancreatoblastoma 0.204238288542569 -1.58846788572283 27 6 0.00231928875144956 2587 17385 3845,79573,9320,196528,4089,54881 KRAS,TTC13,TRIP12,ARID2,SMAD4,TEX10 oligoastrocytoma_Grade_II oligoastrocytoma_Grade_II 0.205214686997317 -1.58369859418583 123 22 0.00850405875531504 2587 17385 53942,4893,4763,7428,23152,7389,222658,3845,9203,2778,1031,2261,55298,3836,5728,3020,3265,57553,1029,8880,22850,27339 CNTN5,NRAS,NF1,VHL,CIC,UROD,KCTD20,KRAS,ZMYM3,GNAS,CDKN2C,FGFR3,RNF121,KPNA1,PTEN,H3F3A,HRAS,MICAL3,CDKN2A,FUBP1,ADNP2,PRPF19 vagina vagina 0.205876015737881 -1.5804811567363 16 4 0.00154619250096637 2587 17385 3845,4893,5728,3265 KRAS,NRAS,PTEN,HRAS haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-precursor_T_cell_lymphoblastic_lymphoma haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-precursor_T_cell_lymphoblastic_lymphoma 0.205876015737881 -1.5804811567363 16 4 0.00154619250096637 2587 17385 3845,5108,4893,1029 KRAS,PCM1,NRAS,CDKN2A skin-leg-adnexal_tumour-malignant_adnexal_tumour skin-leg-adnexal_tumour-malignant_adnexal_tumour 0.205876015737881 -1.5804811567363 16 4 0.00154619250096637 2587 17385 3845,4893,5728,1029 KRAS,NRAS,PTEN,CDKN2A neurocristic_hamartoma neurocristic_hamartoma 0.205876015737881 -1.5804811567363 16 4 0.00154619250096637 2587 17385 3845,4893,5728,3265 KRAS,NRAS,PTEN,HRAS skin-other-neurocristic_hamartoma skin-other-neurocristic_hamartoma 0.205876015737881 -1.5804811567363 16 4 0.00154619250096637 2587 17385 3845,4893,5728,3265 KRAS,NRAS,PTEN,HRAS skin-adnexal_tumour-malignant_adnexal_tumour skin-adnexal_tumour-malignant_adnexal_tumour 0.205876015737881 -1.5804811567363 16 4 0.00154619250096637 2587 17385 3845,1540,4893,5728 KRAS,CYLD,NRAS,PTEN epithelial epithelial 0.209131728789106 -1.56479094427357 370 61 0.0235794356397371 2587 17385 59269,2130,29933,55809,196528,23304,64848,388272,331,8454,54930,84133,11344,4121,23243,667,126299,1520,4931,10075,5728,51078,9632,51102,3835,9735,389677,58490,4644,79031,10498,10113,157680,5170,11057,51107,55035,152579,6310,83451,3845,6016,3275,23548,388,5595,170394,91107,79026,5108,8473,124583,5311,11200,22984,27107,8816,57679,1029,644815,56829 HIVEP3,EWSR1,GPR132,TRERF1,ARID2,UBR2,YTHDC2,C16orf87,XIAP,CUL1,HAUS4,ZNRF3,TWF2,MAN1A1,ANKRD28,DST,ZNF428,CTSS,NVL,HUWE1,PTEN,THAP4,SEC24C,MECR,KIF22,KNTC1,RBM12B,RPRD1B,MYO5A,PDCL3,CARM1,PREB,VPS13B,PDPK1,ABHD2,APH1A,NOL8,SCFD2,ATXN1,ABHD11,KRAS,RIT1,PRMT2,TTC33,RHOB,MAPK3,PWWP2B,TRIM47,AHNAK,PCM1,OGT,CANT1,PKD2,CHEK2,PDCD11,ZBTB11,DCAF5,ALS2,CDKN2A,FAM83G,ZC3HAV1 solitary_fibrous_tumour solitary_fibrous_tumour 0.211290826906645 -1.55451976795442 33 7 0.00270583687669115 2587 17385 3845,2058,2521,4893,3265,7844,1029 KRAS,EPRS,FUS,NRAS,HRAS,RNF103,CDKN2A soft_tissue-fibrous_tissue_and_uncertain_origin-desmoplastic_small_round_cell_tumour soft_tissue-fibrous_tissue_and_uncertain_origin-desmoplastic_small_round_cell_tumour 0.211290826906645 -1.55451976795442 33 7 0.00270583687669115 2587 17385 2261,3845,2130,4893,3265,2120,5781 FGFR3,KRAS,EWSR1,NRAS,HRAS,ETV6,PTPN11 salivary_gland-submandibular-carcinoma-adenoid_cystic_carcinoma salivary_gland-submandibular-carcinoma-adenoid_cystic_carcinoma 0.211290826906645 -1.55451976795442 33 7 0.00270583687669115 2587 17385 7343,3845,4893,5728,3265,1029,375743 UBTF,KRAS,NRAS,PTEN,HRAS,CDKN2A,PTAR1 desmoplastic_small_round_cell_tumour desmoplastic_small_round_cell_tumour 0.211290826906645 -1.55451976795442 33 7 0.00270583687669115 2587 17385 2261,3845,2130,4893,3265,2120,5781 FGFR3,KRAS,EWSR1,NRAS,HRAS,ETV6,PTPN11 meningioma meningioma 0.212099453395703 -1.55069999452136 525 85 0.0328565906455354 2587 17385 1788,84231,4763,23451,9778,6513,79073,11004,10992,7409,1031,126549,54521,7267,81928,23144,4249,5926,10057,4893,79065,56992,51259,990,4209,11083,672,292,1665,11198,9203,7343,56852,5525,11234,5709,22926,2521,8237,3020,4089,8745,59269,2130,55635,26088,6522,4853,2145,4125,1452,140809,2799,2261,5925,120,11235,5728,5781,6143,1265,9735,94120,8508,26268,3845,4350,3029,5605,4542,2778,79139,7248,23646,81930,5976,11244,80311,34,4649,84280,28978,254065,3265,1029 DNMT3A,TRAF7,NF1,SF3B1,KIAA0232,SLC2A1,TMEM109,KIF2C,SF3B2,VAV1,CDKN2C,ANKLE1,WDR44,TTC3,CABLES2,ZC3H3,MGAT5,ARID4A,ABCC5,NRAS,ATG9A,KIF15,TMEM216,CDC6,MEF2D,DIDO1,BRCA1,SLC25A5,DHX15,SUPT16H,ZMYM3,UBTF,RAD18,PPP2R5A,HPS5,PSMD3,ATF6,FUS,USP11,H3F3A,SMAD4,ADAM23,HIVEP3,EWSR1,DEPDC1,GGA1,SLC4A2,NOTCH2,EZH1,MAN2B1,CSNK1A1,SRXN1,GNS,FGFR3,RB1,ADD3,PDCD10,PTEN,PTPN11,RPL19,CNN2,KNTC1,SYTL3,NIPSNAP1,FBXO9,KRAS,MPG,HAGH,MAP2K2,MYO1F,GNAS,DERL1,TSC1,PLD3,KIF18A,UPF1,ZHX1,KLHL15,ACADM,MYO9A,BTBD10,TMEM14A,BRWD3,HRAS,CDKN2A meninges meninges 0.212099453395703 -1.55069999452136 525 85 0.0328565906455354 2587 17385 1788,84231,4763,23451,9778,6513,79073,11004,10992,7409,1031,126549,54521,7267,81928,23144,4249,5926,10057,4893,79065,56992,51259,990,4209,11083,672,292,1665,11198,9203,7343,56852,5525,11234,5709,22926,2521,8237,3020,4089,8745,59269,2130,55635,26088,6522,4853,2145,4125,1452,140809,2799,2261,5925,120,11235,5728,5781,6143,1265,9735,94120,8508,26268,3845,4350,3029,5605,4542,2778,79139,7248,23646,81930,5976,11244,80311,34,4649,84280,28978,254065,3265,1029 DNMT3A,TRAF7,NF1,SF3B1,KIAA0232,SLC2A1,TMEM109,KIF2C,SF3B2,VAV1,CDKN2C,ANKLE1,WDR44,TTC3,CABLES2,ZC3H3,MGAT5,ARID4A,ABCC5,NRAS,ATG9A,KIF15,TMEM216,CDC6,MEF2D,DIDO1,BRCA1,SLC25A5,DHX15,SUPT16H,ZMYM3,UBTF,RAD18,PPP2R5A,HPS5,PSMD3,ATF6,FUS,USP11,H3F3A,SMAD4,ADAM23,HIVEP3,EWSR1,DEPDC1,GGA1,SLC4A2,NOTCH2,EZH1,MAN2B1,CSNK1A1,SRXN1,GNS,FGFR3,RB1,ADD3,PDCD10,PTEN,PTPN11,RPL19,CNN2,KNTC1,SYTL3,NIPSNAP1,FBXO9,KRAS,MPG,HAGH,MAP2K2,MYO1F,GNAS,DERL1,TSC1,PLD3,KIF18A,UPF1,ZHX1,KLHL15,ACADM,MYO9A,BTBD10,TMEM14A,BRWD3,HRAS,CDKN2A fourth_ventricle fourth_ventricle 0.215654676959117 -1.5340768683928 39 8 0.00309238500193274 2587 17385 2778,3845,4893,4221,3265,9276,5781,1185 GNAS,KRAS,NRAS,MEN1,HRAS,COPB2,PTPN11,CLCN6 bone-osteosarcoma bone-osteosarcoma 0.215836228926653 -1.53323535829016 218 37 0.0143022806339389 2587 17385 9804,2130,9682,90379,4763,23451,5879,1457,203427,1031,26273,2261,5925,25888,25909,54521,55835,2530,7267,23241,8545,64236,4893,3845,8661,2778,8449,84456,9844,23417,201725,3020,254065,3265,4089,10114,1029 TOMM20,EWSR1,KDM4A,DCAF15,NF1,SF3B1,RAC1,CSNK2A1,SLC25A43,CDKN2C,FBXO3,FGFR3,RB1,ZNF473,AHCTF1,WDR44,CENPJ,FUT8,TTC3,PACS2,CGGBP1,PDLIM2,NRAS,KRAS,EIF3A,GNAS,DHX16,L3MBTL3,ELMO1,MLYCD,C4orf46,H3F3A,BRWD3,HRAS,SMAD4,HIPK3,CDKN2A lung-carcinoma-signet_ring_cell_adenocarcinoma lung-carcinoma-signet_ring_cell_adenocarcinoma 0.217529784693063 -1.52541949671145 11 3 0.00115964437572478 2587 17385 3799,3845,27436 KIF5B,KRAS,EML4 frontoparietal frontoparietal 0.217529784693063 -1.52541949671145 11 3 0.00115964437572478 2587 17385 1031,3020,1029 CDKN2C,H3F3A,CDKN2A signet_ring_cell_adenocarcinoma signet_ring_cell_adenocarcinoma 0.217529784693063 -1.52541949671145 11 3 0.00115964437572478 2587 17385 3799,3845,27436 KIF5B,KRAS,EML4 metaplastic_carcinoma metaplastic_carcinoma 0.217529784693063 -1.52541949671145 11 3 0.00115964437572478 2587 17385 3845,3265,8312 KRAS,HRAS,AXIN1 Overgrowth_syndrome Overgrowth_syndrome 0.217529784693063 -1.52541949671145 11 3 0.00115964437572478 2587 17385 6310,7784,5728 ATXN1,ZP3,PTEN breast-carcinoma-metaplastic_carcinoma breast-carcinoma-metaplastic_carcinoma 0.217529784693063 -1.52541949671145 11 3 0.00115964437572478 2587 17385 3845,3265,8312 KRAS,HRAS,AXIN1 chiasm chiasm 0.217529784693063 -1.52541949671145 11 3 0.00115964437572478 2587 17385 3020,1029,1185 H3F3A,CDKN2A,CLCN6 skin-hand-malignant_melanoma-acral_lentiginous skin-hand-malignant_melanoma-acral_lentiginous 0.217529784693063 -1.52541949671145 11 3 0.00115964437572478 2587 17385 4893,3265,1029 NRAS,HRAS,CDKN2A soft_tissue-striated_muscle-Overgrowth_syndrome soft_tissue-striated_muscle-Overgrowth_syndrome 0.217529784693063 -1.52541949671145 11 3 0.00115964437572478 2587 17385 6310,7784,5728 ATXN1,ZP3,PTEN dysembryoplastic_neuroepithelial_tumour dysembryoplastic_neuroepithelial_tumour 0.217529784693063 -1.52541949671145 11 3 0.00115964437572478 2587 17385 3845,3020,5728 KRAS,H3F3A,PTEN pleura-mesothelioma-sarcomatous-fibrous pleura-mesothelioma-sarcomatous-fibrous 0.217529784693063 -1.52541949671145 11 3 0.00115964437572478 2587 17385 3845,4893,1029 KRAS,NRAS,CDKN2A genital_tract-extragonadal-germ_cell_tumour-yolk_sac_tumour genital_tract-extragonadal-germ_cell_tumour-yolk_sac_tumour 0.218580659876716 -1.52060017981276 75 14 0.0054116737533823 2587 17385 56478,4893,22992,4763,5728,23303,7156,9972,3845,7528,51304,3265,1029,6733 EIF4ENIF1,NRAS,KDM2A,NF1,PTEN,KIF13B,TOP3A,NUP153,KRAS,YY1,ZDHHC3,HRAS,CDKN2A,SRPK2 skin-sun_unexposed_site-malignant_melanoma skin-sun_unexposed_site-malignant_melanoma 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS large_intestine-serrated_polyp-hyperplastic_polyp large_intestine-serrated_polyp-hyperplastic_polyp 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 2778,3845 GNAS,KRAS central_nervous_system-temporal_lobe-glioma-oligodendroglioma_Grade_III central_nervous_system-temporal_lobe-glioma-oligodendroglioma_Grade_III 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 1031,3020 CDKN2C,H3F3A skin-upper_back-benign_melanocytic_nevus-melanocytic_tumour skin-upper_back-benign_melanocytic_nevus-melanocytic_tumour 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS skin-knee-benign_melanocytic_nevus-melanocytic_tumour skin-knee-benign_melanocytic_nevus-melanocytic_tumour 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS genital_tract-germ_cell_tumour-teratoma genital_tract-germ_cell_tumour-teratoma 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 6597,8312 SMARCA4,AXIN1 ganglioneuroma ganglioneuroma 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 4763,1029 NF1,CDKN2A kidney-carcinoma-collecting_duct_carcinoma kidney-carcinoma-collecting_duct_carcinoma 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 2261,7428 FGFR3,VHL melanocytoma melanocytoma 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS haematopoietic_and_lymphoid_tissue-central_nervous_system-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma haematopoietic_and_lymphoid_tissue-central_nervous_system-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 7128,1029 TNFAIP3,CDKN2A lateral_ventricle lateral_ventricle 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 3845,5728 KRAS,PTEN peritoneum-mesothelioma-sarcomatous-fibrous peritoneum-mesothelioma-sarcomatous-fibrous 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 3845,5728 KRAS,PTEN central_nervous_system-frontal_lobe-glioma-oligodendroglioma_Grade_II central_nervous_system-frontal_lobe-glioma-oligodendroglioma_Grade_II 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 1031,5728 CDKN2C,PTEN peritoneum-mesothelioma-biphasic peritoneum-mesothelioma-biphasic 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 3845,5728 KRAS,PTEN autonomic_ganglia-ganglioneuroma autonomic_ganglia-ganglioneuroma 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 4763,1029 NF1,CDKN2A psammomatous psammomatous 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 1031,1029 CDKN2C,CDKN2A skin-upper_arm-benign_melanocytic_nevus-Spitz skin-upper_arm-benign_melanocytic_nevus-Spitz 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS plexiform plexiform 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 4763,1029 NF1,CDKN2A meninges-meningioma-angiomatous meninges-meningioma-angiomatous 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 1031,1029 CDKN2C,CDKN2A pancreas-other-borderline_tumour pancreas-other-borderline_tumour 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 3845,4089 KRAS,SMAD4 angiomatous angiomatous 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 1031,1029 CDKN2C,CDKN2A meninges-meningioma-psammomatous meninges-meningioma-psammomatous 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 1031,1029 CDKN2C,CDKN2A central_nervous_system-glioma-astrocytoma_Grade_II central_nervous_system-glioma-astrocytoma_Grade_II 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 3845,1029 KRAS,CDKN2A skin-arm-benign_melanocytic_nevus-melanocytic_tumour skin-arm-benign_melanocytic_nevus-melanocytic_tumour 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS bone-fibula-osteosarcoma bone-fibula-osteosarcoma 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 3020,1029 H3F3A,CDKN2A meninges-melanocytoma meninges-melanocytoma 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS central_nervous_system-frontoparietal-glioma-oligodendroglioma_Grade_III central_nervous_system-frontoparietal-glioma-oligodendroglioma_Grade_III 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 1031,3020 CDKN2C,H3F3A breast-carcinoma-clear_cell_carcinoma breast-carcinoma-clear_cell_carcinoma 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 3845,3265 KRAS,HRAS central_nervous_system-frontal_lobe-glioma-oligoastrocytoma_Grade_III central_nervous_system-frontal_lobe-glioma-oligoastrocytoma_Grade_III 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 1031,5728 CDKN2C,PTEN bone-chondrosarcoma-clear_cell bone-chondrosarcoma-clear_cell 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A peritoneum-mesothelioma-papillary peritoneum-mesothelioma-papillary 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 3845,5728 KRAS,PTEN borderline_tumour borderline_tumour 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 3845,4089 KRAS,SMAD4 central_nervous_system-intraventricular-glioma-astrocytoma_Grade_III central_nervous_system-intraventricular-glioma-astrocytoma_Grade_III 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 3845,1029 KRAS,CDKN2A bone-cranium-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour bone-cranium-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 2130,1029 EWSR1,CDKN2A skin-scalp-benign_melanocytic_nevus-melanocytic_tumour skin-scalp-benign_melanocytic_nevus-melanocytic_tumour 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS skin-head_neck-malignant_melanoma skin-head_neck-malignant_melanoma 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A endometrium-carcinoma-mixed_endometrioid_and_clear_cell_carcinoma endometrium-carcinoma-mixed_endometrioid_and_clear_cell_carcinoma 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 3845,5728 KRAS,PTEN collecting_duct_carcinoma collecting_duct_carcinoma 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 2261,7428 FGFR3,VHL central_nervous_system-intraventricular-glioma-astrocytoma_Grade_II central_nervous_system-intraventricular-glioma-astrocytoma_Grade_II 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 3845,1029 KRAS,CDKN2A central_nervous_system-temporal_lobe-glioma-oligodendroglioma_Grade_II central_nervous_system-temporal_lobe-glioma-oligodendroglioma_Grade_II 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 1031,5728 CDKN2C,PTEN skin-ear-benign_melanocytic_nevus-blue skin-ear-benign_melanocytic_nevus-blue 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS soft_tissue-nerve_sheath-neurofibroma-plexiform soft_tissue-nerve_sheath-neurofibroma-plexiform 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 4763,1029 NF1,CDKN2A skin-back-benign_melanocytic_nevus-melanocytic_tumour skin-back-benign_melanocytic_nevus-melanocytic_tumour 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS chondroblastic chondroblastic 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 5925,1029 RB1,CDKN2A hyperplastic_polyp hyperplastic_polyp 0.220698055116303 -1.51095977809945 6 2 0.000773096250483185 2587 17385 2778,3845 GNAS,KRAS endometrium-carcinoma-carcinosarcoma-malignant_mesodermal_mixed_tumour endometrium-carcinoma-carcinosarcoma-malignant_mesodermal_mixed_tumour 0.221049285013577 -1.50936959321601 22 5 0.00193274062620796 2587 17385 3845,4893,5728,23451,4436 KRAS,NRAS,PTEN,SF3B1,MSH2 bone-scapula-chondrosarcoma bone-scapula-chondrosarcoma 0.221049285013577 -1.50936959321601 22 5 0.00193274062620796 2587 17385 2778,23232,3020,1029,9203 GNAS,TBC1D12,H3F3A,CDKN2A,ZMYM3 adenoid_cystic_carcinoma adenoid_cystic_carcinoma 0.221696398346619 -1.50644640810925 1140 179 0.0691921144182451 2587 17385 11116,1457,1432,805,91752,1020,27,8853,10073,5296,6917,1836,994,10342,4603,6733,5796,6731,147807,4893,3035,51056,208,55872,9874,23326,9212,672,58508,6659,8575,5635,84296,55723,4216,7343,25929,79026,8312,4253,60,6794,11200,138639,54480,7627,25913,5214,11325,22928,10808,4666,7204,1660,64781,10664,8621,4853,139818,6018,57492,5925,1612,9735,200576,5832,2771,1456,55109,221937,9821,55253,79837,6746,3845,8491,27102,6016,8289,4350,5605,1613,84930,159,79139,7248,5108,1633,51614,375743,79672,23636,4217,10611,1017,10140,57231,1029,22850,10163,1540,9322,5894,831,6195,23451,5566,56940,8895,8027,1912,1399,5164,6672,30000,25798,57147,58490,80895,51132,57120,9448,8452,5209,2585,64224,55741,85461,5698,3716,64770,1198,10922,6294,28996,11329,152006,8566,5594,19,4089,8975,57508,353274,10020,10926,51447,10654,1452,64151,2309,2962,23396,3799,84878,2261,3696,5728,5781,89910,6774,818,2987,9044,140609,5140,9416,5595,81930,84061,8030,9797,5597,5311,57178,26750,9700,3265,54865 FGFR1OP,CSNK2A1,MAPK14,CALM2,ZNF804A,CDK5,ABL2,ASAP2,SNUPN,PIK3R2,TCEA1,SLC26A2,CDC25B,TFG,MYBL1,SRPK2,PTPRK,SRP72,ZNF524,NRAS,HARS,LAP3,AKT2,PBK,TLK1,USP22,AURKB,BRCA1,KMT2C,SOX4,PRKRA,PRPSAP1,GINS4,ASF1B,MAP3K4,UBTF,GEMIN5,AHNAK,AXIN1,MIA2,ACTB,STK11,CHEK2,PTPDC1,CHPF2,ZNF75A,POT1,PFKP,DDX42,SEPHS2,HSPH1,NACA,TRIO,DHX9,CERK,CTCF,CDK13,NOTCH2,DOCK11,RLF,ARID1B,RB1,DAPK1,KNTC1,PIKFYVE,ALDH18A1,GNAI2,CSNK1G3,AGGF1,FOXK1,RB1CC1,TYW1,PIP4K2C,SSR2,KRAS,MAP4K3,EIF2AK1,RIT1,ARID1A,MPG,MAP2K2,DAPK3,MASTL,ADSS,DERL1,TSC1,PCM1,DCK,ERGIC3,PTAR1,FN3KRP,NUP62,MAP3K5,PDLIM5,CDK2,TOB1,SNX14,CDKN2A,ADNP2,WASF2,CYLD,TRIP10,RAF1,CAST,RPS6KA1,SF3B1,PRKACA,DUSP22,CPNE3,STAM,PHC2,CRKL,PDK2,SP100,TNPO2,BRI3,SCYL3,RPRD1B,ILKAP,RLIM,GOPC,MAP4K4,CUL3,PFKFB3,GALK2,HERPUD2,EDEM2,TANC1,PSMB9,JAK1,CCDC14,CLK3,FASTK,SAFB,HIPK2,STK38,RNF38,PDXK,MAPK1,ABCA1,SMAD4,USP13,INTS2,ZNF445,GNE,DBF4,IP6K2,PMVK,CSNK1A1,NCAPG,FOXO3,GTF2F1,PIP5K1C,KIF5B,ZBTB45,FGFR3,ITGB8,PTEN,PTPN11,UBE3B,STAT3,CAMK2G,GUK1,BTAF1,NEK7,PDE3B,DDX23,MAPK3,KIF18A,MAGT1,CCDC6,TATDN2,MAPK6,PKD2,ZMIZ1,RPS6KC1,ESPL1,HRAS,GPATCH4 thalamus thalamus 0.232035264269388 -1.46086591770568 290 48 0.0185543100115964 2587 17385 9371,64761,4763,11311,4627,23423,4650,9919,57226,57492,329,9276,1912,2261,5925,55298,9126,4931,5728,4436,5781,1185,51006,2956,4363,4893,222658,3845,7784,58508,51657,79801,23085,5605,9203,2778,3836,5108,3716,3020,19,3265,1029,57679,53635,8899,22850,127002 KIF3B,PARP12,NF1,VPS45,MYH9,TMED3,MYO9B,SEC16A,LYRM2,ARID1B,BIRC2,COPB2,PHC2,FGFR3,RB1,RNF121,SMC3,NVL,PTEN,MSH2,PTPN11,CLCN6,SLC35C2,MSH6,ABCC1,NRAS,KCTD20,KRAS,ZP3,KMT2C,STYXL1,SHCBP1,ERC1,MAP2K2,ZMYM3,GNAS,KPNA1,PCM1,JAK1,H3F3A,ABCA1,HRAS,CDKN2A,ALS2,PTOV1,PRPF4B,ADNP2,ATXN7L2 mouth_floor mouth_floor 0.234394180259415 -1.45075104983232 34 7 0.00270583687669115 2587 17385 3845,11200,4893,5728,57492,3265,152006 KRAS,CHEK2,NRAS,PTEN,ARID1B,HRAS,RNF38 central_nervous_system-parietal_lobe-glioma-astrocytoma_Grade_I central_nervous_system-parietal_lobe-glioma-astrocytoma_Grade_I 0.234394180259415 -1.45075104983232 34 7 0.00270583687669115 2587 17385 2778,2261,3845,4893,5728,5605,1185 GNAS,FGFR3,KRAS,NRAS,PTEN,MAP2K2,CLCN6 central_nervous_system-cerebellum-glioma-astrocytoma_Grade_I central_nervous_system-cerebellum-glioma-astrocytoma_Grade_I 0.236255526852821 -1.44284131879591 107 19 0.00734441437959026 2587 17385 55884,142678,4893,4763,3845,79754,25788,84444,4087,5728,25771,54877,1185,5781,57536,3265,56288,1029,64223 WSB2,MIB2,NRAS,NF1,KRAS,ASB13,RAD54B,DOT1L,SMAD2,PTEN,TBC1D22A,ZCCHC2,CLCN6,PTPN11,KIAA1328,HRAS,PARD3,CDKN2A,MLST8 thyroid-carcinoma-anaplastic_carcinoma thyroid-carcinoma-anaplastic_carcinoma 0.236973761922168 -1.43980585316488 875 138 0.0533436412833398 2587 17385 23511,7249,60313,89845,7841,10947,10554,5361,81669,9294,9919,8930,10444,1031,23225,3572,2120,11319,136319,157680,84248,10522,4893,1952,7430,4041,11083,79666,1809,91107,79026,4796,8312,4134,55568,6041,59269,2130,8216,7204,29888,29127,2053,7270,6242,55225,54606,203523,9343,9690,5832,79171,7916,54505,55700,3845,27102,388561,10277,26060,84930,55832,2778,10916,5108,2114,80124,26100,56829,1029,1788,4287,79585,55809,9230,23304,23451,288,5879,6597,10308,3895,27154,3376,54877,79016,115,7267,51706,23144,79685,51780,5209,4773,85461,27436,23085,6873,79980,90592,8703,65980,4089,203068,127002,55191,84245,8315,55922,168374,26271,373156,4723,5728,8313,5781,9555,26046,215,26019,57418,158,9238,4221,6117,9416,5976,81930,8030,9654,7030,38,64782,9406,3265,7013,705,1642 NUP188,TSC2,GPBP1L1,ABCC10,MOGS,AP3M2,AGPAT1,PLXNA1,CCNL2,S1PR2,SEC16A,MBD4,ZER1,CDKN2C,NUP210,IL6ST,ETV6,ECD,MTPN,VPS13B,FYTTD1,DEAF1,NRAS,CELSR2,EZR,LRP5,DIDO1,PLEKHF2,DPYSL3,TRIM47,AHNAK,TONSL,AXIN1,MAP4,GALNT10,RNASEL,HIVEP3,EWSR1,LZTR1,TRIO,STRN4,RACGAP1,EPHX2,TTF1,RTKN,RAVER2,DDX56,ZNF449,EFTUD2,UBE3C,ALDH18A1,RBM42,PRRC2A,DHX29,MAP7D1,KRAS,EIF2AK1,ZNF761,UBE4B,APPL1,MASTL,CAND1,GNAS,MAGED2,PCM1,ETS2,VCPIP1,WIPI2,ZC3HAV1,CDKN2A,DNMT3A,ATXN3,CORO7,TRERF1,RAB11B,UBR2,SF3B1,ANK3,RAC1,SMARCA4,ZNF267,KTN1,BRPF3,IARS,ZCCHC2,DDA1,ADCY9,TTC3,CYB5R1,ZC3H3,SAP30L,KDM3B,PFKFB3,NFATC2,TANC1,EML4,ERC1,TAF2,DSN1,ZNF700,B4GALT3,BRD9,SMAD4,TUBB,ATXN7L2,NADSYN1,MRI1,BRAP,NKRF,ZNF92,FBXO5,GSTK1,NDUFV1,PTEN,AXIN2,PTPN11,H2AFY,LTN1,ABCD1,UPF2,WDR18,ADSL,TBRG4,MEN1,RPA1,DDX23,UPF1,KIF18A,CCDC6,TTLL4,TFE3,ACAT1,AEN,ZRANB2,HRAS,TERF1,BYSL,DDB1 anaplastic_carcinoma anaplastic_carcinoma 0.236973761922168 -1.43980585316488 875 138 0.0533436412833398 2587 17385 23511,7249,60313,89845,7841,10554,10947,5361,81669,9294,9919,10444,8930,1031,23225,3572,2120,11319,136319,157680,84248,10522,4893,1952,7430,4041,11083,79666,1809,91107,79026,4796,8312,4134,6041,55568,59269,8216,2130,7204,29888,29127,2053,7270,55225,6242,54606,203523,9343,9690,5832,79171,7916,54505,55700,27102,3845,388561,10277,26060,55832,84930,2778,10916,5108,2114,80124,26100,1029,56829,4287,1788,79585,55809,9230,23304,23451,5879,288,6597,10308,3895,27154,3376,54877,115,79016,7267,51706,79685,23144,51780,5209,4773,85461,27436,23085,6873,79980,90592,8703,65980,4089,203068,127002,55191,84245,8315,55922,168374,26271,373156,4723,5728,5781,8313,26046,9555,215,26019,57418,9238,158,4221,6117,9416,5976,81930,8030,9654,7030,38,64782,9406,3265,7013,705,1642 NUP188,TSC2,GPBP1L1,ABCC10,MOGS,AGPAT1,AP3M2,PLXNA1,CCNL2,S1PR2,SEC16A,ZER1,MBD4,CDKN2C,NUP210,IL6ST,ETV6,ECD,MTPN,VPS13B,FYTTD1,DEAF1,NRAS,CELSR2,EZR,LRP5,DIDO1,PLEKHF2,DPYSL3,TRIM47,AHNAK,TONSL,AXIN1,MAP4,RNASEL,GALNT10,HIVEP3,LZTR1,EWSR1,TRIO,STRN4,RACGAP1,EPHX2,TTF1,RAVER2,RTKN,DDX56,ZNF449,EFTUD2,UBE3C,ALDH18A1,RBM42,PRRC2A,DHX29,MAP7D1,EIF2AK1,KRAS,ZNF761,UBE4B,APPL1,CAND1,MASTL,GNAS,MAGED2,PCM1,ETS2,VCPIP1,WIPI2,CDKN2A,ZC3HAV1,ATXN3,DNMT3A,CORO7,TRERF1,RAB11B,UBR2,SF3B1,RAC1,ANK3,SMARCA4,ZNF267,KTN1,BRPF3,IARS,ZCCHC2,ADCY9,DDA1,TTC3,CYB5R1,SAP30L,ZC3H3,KDM3B,PFKFB3,NFATC2,TANC1,EML4,ERC1,TAF2,DSN1,ZNF700,B4GALT3,BRD9,SMAD4,TUBB,ATXN7L2,NADSYN1,MRI1,BRAP,NKRF,ZNF92,FBXO5,GSTK1,NDUFV1,PTEN,PTPN11,AXIN2,LTN1,H2AFY,ABCD1,UPF2,WDR18,TBRG4,ADSL,MEN1,RPA1,DDX23,UPF1,KIF18A,CCDC6,TTLL4,TFE3,ACAT1,AEN,ZRANB2,HRAS,TERF1,BYSL,DDB1 lower_back lower_back 0.236989595679117 -1.43973903889876 40 8 0.00309238500193274 2587 17385 2261,4893,5728,5781,3845,26503,3265,1029 FGFR3,NRAS,PTEN,PTPN11,KRAS,SLC17A5,HRAS,CDKN2A central_nervous_system-brain-primitive_neuroectodermal_tumour-medulloblastoma-desmoplastic central_nervous_system-brain-primitive_neuroectodermal_tumour-medulloblastoma-desmoplastic 0.238303698938872 -1.43420937280373 52 10 0.00386548125241593 2587 17385 25929,4893,29801,8861,8570,6597,3845,3265,7013,8086 GEMIN5,NRAS,ZDHHC8,LDB1,KHSRP,SMARCA4,KRAS,HRAS,TERF1,AAAS pleura-mesothelioma-epithelial pleura-mesothelioma-epithelial 0.238837775180824 -1.43197072244963 368 60 0.0231928875144956 2587 17385 59269,2130,29933,55809,196528,23304,64848,388272,331,8454,54930,84133,11344,4121,23243,667,126299,1520,4931,10075,51078,9632,51102,3835,9735,389677,58490,4644,79031,10498,10113,157680,5170,11057,51107,55035,152579,6310,83451,3845,6016,3275,23548,388,5595,170394,91107,79026,5108,8473,124583,5311,11200,22984,27107,8816,57679,1029,56829,644815 HIVEP3,EWSR1,GPR132,TRERF1,ARID2,UBR2,YTHDC2,C16orf87,XIAP,CUL1,HAUS4,ZNRF3,TWF2,MAN1A1,ANKRD28,DST,ZNF428,CTSS,NVL,HUWE1,THAP4,SEC24C,MECR,KIF22,KNTC1,RBM12B,RPRD1B,MYO5A,PDCL3,CARM1,PREB,VPS13B,PDPK1,ABHD2,APH1A,NOL8,SCFD2,ATXN1,ABHD11,KRAS,RIT1,PRMT2,TTC33,RHOB,MAPK3,PWWP2B,TRIM47,AHNAK,PCM1,OGT,CANT1,PKD2,CHEK2,PDCD11,ZBTB11,DCAF5,ALS2,CDKN2A,ZC3HAV1,FAM83G haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-chronic_eosinophilic_leukaemia-hypereosinophilic_syndrome haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-chronic_eosinophilic_leukaemia-hypereosinophilic_syndrome 0.239693726306269 -1.42839331099125 17 4 0.00154619250096637 2587 17385 5108,4893,23451,2120 PCM1,NRAS,SF3B1,ETV6 extranodal extranodal 0.239693726306269 -1.42839331099125 17 4 0.00154619250096637 2587 17385 4853,330,23451,1029 NOTCH2,BIRC3,SF3B1,CDKN2A lower_extremity lower_extremity 0.239693726306269 -1.42839331099125 17 4 0.00154619250096637 2587 17385 3845,4893,5728,1029 KRAS,NRAS,PTEN,CDKN2A non_chronically_sun_exposed_site non_chronically_sun_exposed_site 0.239693726306269 -1.42839331099125 17 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS neurofibroma neurofibroma 0.239693726306269 -1.42839331099125 17 4 0.00154619250096637 2587 17385 2521,4763,1029,2120 FUS,NF1,CDKN2A,ETV6 upper_extremity upper_extremity 0.239693726306269 -1.42839331099125 17 4 0.00154619250096637 2587 17385 3845,4893,5728,1029 KRAS,NRAS,PTEN,CDKN2A NS-carcinoma-squamous_cell_carcinoma NS-carcinoma-squamous_cell_carcinoma 0.239693726306269 -1.42839331099125 17 4 0.00154619250096637 2587 17385 2778,3845,4893,5728 GNAS,KRAS,NRAS,PTEN breast-carcinoma-neuroendocrine_carcinoma breast-carcinoma-neuroendocrine_carcinoma 0.239693726306269 -1.42839331099125 17 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS verrucal_keratosis_BRAF_inhibitor_related verrucal_keratosis_BRAF_inhibitor_related 0.239693726306269 -1.42839331099125 17 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS central_nervous_system-diencephalon-glioma-astrocytoma_Grade_I central_nervous_system-diencephalon-glioma-astrocytoma_Grade_I 0.239693726306269 -1.42839331099125 17 4 0.00154619250096637 2587 17385 3845,4893,3265,5781 KRAS,NRAS,HRAS,PTPN11 chronic_eosinophilic_leukaemia-hypereosinophilic_syndrome chronic_eosinophilic_leukaemia-hypereosinophilic_syndrome 0.239693726306269 -1.42839331099125 17 4 0.00154619250096637 2587 17385 5108,4893,23451,2120 PCM1,NRAS,SF3B1,ETV6 skin-other-verrucal_keratosis_BRAF_inhibitor_related skin-other-verrucal_keratosis_BRAF_inhibitor_related 0.239693726306269 -1.42839331099125 17 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS squamous_cell_carcinoma_BRAF_inhibitor_related squamous_cell_carcinoma_BRAF_inhibitor_related 0.239693726306269 -1.42839331099125 17 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-carcinoma-squamous_cell_carcinoma_BRAF_inhibitor_related skin-carcinoma-squamous_cell_carcinoma_BRAF_inhibitor_related 0.239693726306269 -1.42839331099125 17 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS skin-non_chronically_sun_exposed_site-malignant_melanoma skin-non_chronically_sun_exposed_site-malignant_melanoma 0.239693726306269 -1.42839331099125 17 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS adrenal_gland-adrenal_gland-pheochromocytoma-malignant adrenal_gland-adrenal_gland-pheochromocytoma-malignant 0.253940132759731 -1.37065673754103 65 12 0.00463857750289911 2587 17385 391,10194,55119,4149,54487,79142,4763,7428,5634,55968,3784,58508 RHOG,TSHZ1,PRPF38B,MAX,DGCR8,PHF23,NF1,VHL,PRPS2,NSFL1C,KCNQ1,KMT2C bone-femur-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour bone-femur-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour 0.255974103406136 -1.36267899818923 650 103 0.039814456899884 2587 17385 93183,23511,10015,261734,1728,7249,6597,1659,81669,162,9919,54467,29904,8078,23225,3376,6464,57533,57122,1185,6434,8801,51257,10106,10460,9736,10920,27315,8904,55775,23558,6310,990,2739,2585,55193,23326,8675,79651,4216,54431,1731,79026,1198,9825,5709,55526,79777,148022,2521,1870,25913,90850,19,79760,59269,27333,2130,51018,257218,83605,81620,84245,22906,29888,54495,1660,80143,2309,65992,79072,6184,5708,51088,56259,5728,9343,8125,58986,9114,53373,55728,10559,4363,57062,22936,9044,7753,143,27102,83939,5339,55628,23,728642,5792,2590,150726,84166,10128,55291,116461,1029 PIGM,NUP188,PDCD6IP,NPHP4,NQO1,TSC2,SMARCA4,DHX8,CCNL2,AP1B1,SEC16A,ANKIB1,EEF2K,USP5,NUP210,IARS,SHC1,TBC1D14,NUP107,CLCN6,TRA2B,SUCLG2,MARCH2,CTDSP2,TACC3,USP34,COPS8,PGAP2,CPNE1,TDP1,WBP2,ATXN1,CDC6,GLO1,GALK2,PBRM1,USP22,STX16,RHBDF2,MAP3K4,DNAJC10,SEPT1,AHNAK,CLK3,SPATA2,PSMD3,DHTKD1,ACBD4,TICAM1,FUS,E2F2,POT1,ZNF598,ABCA1,GEMIN7,HIVEP3,GOLIM4,EWSR1,RRP15,SHPRH,CCM2,CDT1,MRI1,TRAK1,STRN4,TMX3,DHX9,SIKE1,FOXO3,DDRGK1,FASTKD3,RPN1,PSMD2,KLHL5,CTNNBL1,PTEN,EFTUD2,ANP32A,TMEM8A,ATP6V0D1,TPCN1,N4BP2,SLC35A1,ABCC1,DDX24,ELL2,BTAF1,ZNF202,PARP4,EIF2AK1,EIF2A,PLEC,ZNF407,ABCF1,CDK11A,PTPRF,GALNT2,FBXO41,NLRC5,LRPPRC,PPP6R3,TSEN15,CDKN2A scapula scapula 0.257133768407671 -1.35815882985913 140 24 0.00927715500579822 2587 17385 55884,23232,2130,55109,4893,309,9185,10061,6522,3845,9213,7844,9203,2778,2261,8427,7716,5925,112950,5728,5781,3020,3265,1029 WSB2,TBC1D12,EWSR1,AGGF1,NRAS,ANXA6,REPS2,ABCF2,SLC4A2,KRAS,XPR1,RNF103,ZMYM3,GNAS,FGFR3,ZNF282,VEZF1,RB1,MED8,PTEN,PTPN11,H3F3A,HRAS,CDKN2A breast-hyperplasia-columnar_cell_lesion breast-hyperplasia-columnar_cell_lesion 0.258276763193674 -1.35372354346256 35 7 0.00270583687669115 2587 17385 2778,2261,3845,4893,5605,3265,5781 GNAS,FGFR3,KRAS,NRAS,MAP2K2,HRAS,PTPN11 columnar_cell_lesion columnar_cell_lesion 0.258276763193674 -1.35372354346256 35 7 0.00270583687669115 2587 17385 2778,2261,3845,4893,5605,3265,5781 GNAS,FGFR3,KRAS,NRAS,MAP2K2,HRAS,PTPN11 ductal_epithelial_hyperplasia-hyperplasia_of_usual_type ductal_epithelial_hyperplasia-hyperplasia_of_usual_type 0.258276763193674 -1.35372354346256 35 7 0.00270583687669115 2587 17385 2778,2261,3845,4893,5728,3265,5781 GNAS,FGFR3,KRAS,NRAS,PTEN,HRAS,PTPN11 orbital orbital 0.258276763193674 -1.35372354346256 35 7 0.00270583687669115 2587 17385 6746,7248,4853,6774,9700,19,6294 SSR2,TSC1,NOTCH2,STAT3,ESPL1,ABCA1,SAFB breast-hyperplasia-ductal_epithelial_hyperplasia-hyperplasia_of_usual_type breast-hyperplasia-ductal_epithelial_hyperplasia-hyperplasia_of_usual_type 0.258276763193674 -1.35372354346256 35 7 0.00270583687669115 2587 17385 2778,2261,3845,4893,5728,3265,5781 GNAS,FGFR3,KRAS,NRAS,PTEN,HRAS,PTPN11 salivary_gland-orbital-carcinoma-adenoid_cystic_carcinoma salivary_gland-orbital-carcinoma-adenoid_cystic_carcinoma 0.258276763193674 -1.35372354346256 35 7 0.00270583687669115 2587 17385 6746,7248,4853,6774,9700,19,6294 SSR2,TSC1,NOTCH2,STAT3,ESPL1,ABCA1,SAFB central_nervous_system-third_ventricle-other-rosette-forming_glioneuronal_tumour central_nervous_system-third_ventricle-other-rosette-forming_glioneuronal_tumour 0.260047647338584 -1.34689040576193 12 3 0.00115964437572478 2587 17385 2778,3845,4893 GNAS,KRAS,NRAS perivascular_epithelioid_cell_tumour_(PEComa) perivascular_epithelioid_cell_tumour_(PEComa) 0.260047647338584 -1.34689040576193 12 3 0.00115964437572478 2587 17385 3845,4893,7249 KRAS,NRAS,TSC2 blastoma blastoma 0.260047647338584 -1.34689040576193 12 3 0.00115964437572478 2587 17385 3845,4893,2120 KRAS,NRAS,ETV6 central_nervous_system-cerebellum-other-rosette-forming_glioneuronal_tumour central_nervous_system-cerebellum-other-rosette-forming_glioneuronal_tumour 0.260047647338584 -1.34689040576193 12 3 0.00115964437572478 2587 17385 2778,3845,4893 GNAS,KRAS,NRAS soft_tissue-blood_vessel-perivascular_epithelioid_cell_tumour_(PEComa) soft_tissue-blood_vessel-perivascular_epithelioid_cell_tumour_(PEComa) 0.260047647338584 -1.34689040576193 12 3 0.00115964437572478 2587 17385 3845,4893,7249 KRAS,NRAS,TSC2 malignant malignant 0.262138435762554 -1.3388825339919 84 15 0.00579822187862389 2587 17385 391,10194,55119,2058,4149,54487,79142,4763,7428,5634,55968,3784,58508,7844,1029 RHOG,TSHZ1,PRPF38B,EPRS,MAX,DGCR8,PHF23,NF1,VHL,PRPS2,NSFL1C,KCNQ1,KMT2C,RNF103,CDKN2A extragonadal extragonadal 0.264752597652659 -1.32895948282955 166 28 0.0108233475067646 2587 17385 1788,4893,4763,440026,23451,7156,1660,3845,51304,84295,2778,3181,56478,22992,5728,25896,23303,122809,5781,23523,9972,6949,7528,3265,1029,6733,6709,8745 DNMT3A,NRAS,NF1,TMEM41B,SF3B1,TOP3A,DHX9,KRAS,ZDHHC3,PHF6,GNAS,HNRNPA2B1,EIF4ENIF1,KDM2A,PTEN,INTS7,KIF13B,SOCS4,PTPN11,CABIN1,NUP153,TCOF1,YY1,HRAS,CDKN2A,SRPK2,SPTAN1,ADAM23 lung-carcinoma-adenocarcinoma lung-carcinoma-adenocarcinoma 0.265658712789428 -1.32554282862029 15601 2331 0.901043679938152 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,MYO18A,OGT,MPV17,SMAD1,ZNF75A,ANXA11,SLC25A33,ZNF720,SEC61G,GGA1,MUM1,TRIO,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,ERV3-1,PDXP,SMC3,C4orf3,GEMIN4,MVP,NUP85,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,FAM72D,EXOC3,RHOG,STARD7,VTI1A,SLC35B2,LCLAT1,RCOR3,CPNE3,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,IDH3A,POLR2D,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,SPTAN1,STAU1,DDX24,TACC1,MRS2,LDHA,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,PTPN18,MIOS,MBLAC2,SNRPB,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,LRSAM1,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,CHMP4B,XRCC3,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,CDCA8,TMX3,GTF3A,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,NUP188,PNISR,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,SUCLG2,CISD2,TAF5L,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,CYCS,FAM136A,SUPT7L,CNOT3,NPLOC4,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,OSTF1,FBXL7,MRPL40,TNRC18,SYTL3,FAM171A1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,TP53BP2,AQR,RBM12B,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,CCNK,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,SUGP2,GBA,EIF2A,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,SETD3,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,RMI2,MON1B,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,LYPLA2,HNRNPM,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,LY75,SLC25A19,RGL1,PSAP,IGBP1,FAF1,SNAPIN,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,SP3,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,TBPL1,PRMT7,KCTD7,CYLD,UGP2,ZADH2,GGPS1,RPAIN,RAD23A,ATP6V0B,PDK2,STRBP,DUS4L,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,BTG2,DNAJC9,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,SS18L1,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,ZDHHC8,PLXNA1,CCNB1,SLC20A1,ABHD14A,C14orf119,ASAP2,SNUPN,CNPY4,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,JMY,FKBP1A,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,CABLES1,NRBP1,DNMT3A,TRIP10,SF3B1,CAST,SUZ12,RPS6KA1,RAC1,GPR89A,OLA1,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,KIAA1586,H2AFV,GAR1,PSMB9,POLG2,DHX57,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,TSR2,PRDX1,PLD3,NUCB1,GNA12,FBXO21,C1orf131,PFDN4,HNRNPH3,TFDP1,STX18,KHSRP,ASNA1,CPEB2,SSSCA1,BYSL,S100PBP,MIB2,IER2,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,MBD4,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,KIFAP3,BCL2,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,C22orf46,GNAS,TSC1,RBM25,ZFP90,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,CCDC50,AKAP8,PARL,RPN2,CHTOP,F2R,FAM3A,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,NLN,WIPF1,BOLA1,BUD13,PEF1,BTBD1,TAB2,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,EYA1,MRPS26,LETMD1,KLF13,RGS1,MAN1A1,FBXO5,GART,TANK,PELO,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,SRSF3,MBD6,IDH3B,TATDN1,ATP6V1C1,TSC2,LACTB2,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,ECD,RNF26,TIPARP,LRRC59,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,PDCD4,SMNDC1,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,HAUS2,COPB2,TFAP4,CD59,RNFT1,RIMS3,MEGF8,EFTUD2,FBXO7,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,GLRX3,STMN1,C19orf48,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,CGGBP1,CPNE1,FAM118B,GOPC,E2F3,CIRBP,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,CENPBD1,DMWD,USP13,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,NEIL2,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,COQ4,ITGB8,ARF5,ARHGEF1,GTF2H2,FBXL19,UTP20,MAGT1,GPS2,SSNA1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,POP7,SLC44A1,ASB6,PLK1,RPP25,CELSR2,SEPT9,RBX1,APH1A,RAD51AP1,ZBED5,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,ALG3,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,FAM208A,NGLY1,POT1,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,NMT2,IRF5,MBIP,COX7A2L,ZDHHC7,FAM122A,UNC13C,BCCIP,SART1,TRAF7,TOR1AIP1,ZNF416,LAGE3,ZFYVE21,TM9SF3,RRAGC,ZNF121,OIP5,NRF1,WDR44,PPME1,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,UNK,CMAS,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,GXYLT1,LUZP1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,PRIM1,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,POLR2K,ANKH,PRKAA1,VAV2,C16orf87,GSPT2,TATDN3,DLGAP4,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ZNRF2,TPST1,DAPK1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,DERL1,MTHFD2,HSPBP1,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,BCL2L1,NUDT19,DECR1,RALB,SIAH1,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,RNASEH2A,ANKLE2,CDC123,OAF,VDAC2,EML4,ERC1,AMZ2,ANKZF1,RAD51C,ZNF282,DSN1,HINT1,DGCR8,SAFB,HAGHL,FTSJ1,LMBR1,NCLN,BEND3,EYA2,MANBA,SLC41A1,B4GALT5,FAM76A,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,FJX1,FUT8,BTF3L4,PTPN11,FEM1B,RPL19,CNN2,MTX2,MSH6,LONRF3,RFXANK,FBXO9,GUF1,ZHX1,WDR91,GPR89B,RORB,POLA2,ZNF76,COPA,PHR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parathyroid-adenoma parathyroid-adenoma 0.270205647469154 -1.30857195260432 192 32 0.012369540007731 2587 17385 9637,4893,7249,6628,10589,22993,83693,57486,6241,8604,27102,3845,84908,4221,1176,3832,79577,1105,132884,2778,1031,2058,9126,9738,5597,7267,25913,54989,3265,81542,4670,1029 FEZ2,NRAS,TSC2,SNRPB,DRAP1,HMGXB3,HSDL1,NLN,RRM2,SLC25A12,EIF2AK1,KRAS,FAM136A,MEN1,AP3S1,KIF11,CDC73,CHD1,EVC2,GNAS,CDKN2C,EPRS,SMC3,CCP110,MAPK6,TTC3,POT1,ZNF770,HRAS,TMX1,HNRNPM,CDKN2A Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour 0.272203630847939 -1.30120484995609 7630 1150 0.444530344027831 2587 17385 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STRBP,PDCD2,CORO1A,MINPP1,METTL9,DVL2,CLPTM1,RPL35,MTMR6,TXNL4A,DNAJC10,ZNF700,SCAP,CLK3,PSMD3,CEP55,DNAJC17,ZNF436,NCOA1,FAU,USP53,ATXN7L2,INTS2,CTDP1,GOLIM4,RRP15,CDT1,ARID5A,NKRF,CHAC2,BZW2,DDX31,CAMK2G,RPAP3,CNTN5,SNX2,ZNF202,FAM50B,PPWD1,RHOT2,CHCHD6,BSDC1,NEU1,FBXO41,KPNA4,TWSG1,CDCA7L,GLG1,FAM126A,ACADM,GCSH,ZNF496,NDUFB6,ZDHHC8,TMEM109,PLXNA1,NHLRC3,CCNB1,SLC20A1,POLR3K,ELMOD2,ABHD14A,KIFC1,ASAP2,CDC25B,DNMT1,SEH1L,NOL12,USO1,ATG9A,PBK,NOL8,MKI67,AURKB,GALNT7,CCNF,MAK16,PTPN7,DHTKD1,RTN3,ZNF598,DDX58,WSB2,HSPH1,MUT,GMFG,CHTF18,KIF23,SLC35B1,NOTCH2,MAN2B1,JMY,NDUFS4,RNF121,BDH1,ATP6V0A2,PIKFYVE,LPCAT1,GNAI2,ANKHD1,TMED2,EEF1D,MORC3,TERF2,DDX28,PIP4K2C,PLEC,KDM3A,PATL1,EPRS,ZNF777,LPCAT4,TCOF1,PPP6R3,MAP3K5,CABLES1,ZC3HAV1,DNMT3A,TRIP10,RPS6KA1,SF3B1,URB2,RAC1,EIF3D,KLHL18,AP1B1,GNB2,SDHA,PHC2,FLAD1,CRKL,TERF2IP,APLP2,CYHR1,KDM2A,SHC1,TNPO2,NAA35,GPX4,CDKN2AIP,CCT2,ATP13A1,ERF,CUL3,SLBP,KIAA1586,GALK2,SHCBP1,H2AFV,DHX57,VEZF1,HSPA4,PPP2R5A,TBL3,SEL1L,PPA2,TRIM32,KLHDC4,ATMIN,POLQ,NCOR2,PKP4,ANKRD13D,C1orf112,MRI1,TCF3,CDCA3,SLC25A12,BRAP,AGPAT3,BLM,FOXO3,GTF2F1,TMCC3,RBM17,PTEN,CRAT,CENPJ,SLC38A10,UPF2,IFT46,NCOA2,PACS2,SMC4,TSHZ1,DENND1B,NEK7,NET1,DENND4C,ILF3,PARP4,ANAPC2,PRDX1,YIF1A,GNA12,PLD3,HGS,TTLL4,PRDX3,HNRNPH3,TFDP1,KHSRP,CCDC69,ASNA1,BRWD3,BYSL,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,NF1,ALKBH5,MOGS,UBE2Z,ZNF107,SLC29A1,SIRT2,TAF6L,USP48,MAPK14,SNAPC4,CUTC,RNF103,EDC3,ZNF804A,THADA,DPYSL2,PHTF1,SRI,TECR,ARID4A,TIMM50,COPS8,TDP1,TRIM8,SLC16A7,SLC25A22,STK17B,DHX15,CHAF1A,PAF1,SPATA2,ATXN2L,IARS2,GALNT10,PSMC1,STARD3NL,SLC12A7,RPS15,PIGN,MED13L,MEF2A,XPO7,SRRT,NFATC3,ZNF449,ZNF335,CAPZA1,BCL2,KIFAP3,KNTC1,UBE3C,N4BP2,ZNF189,TSTA3,CIC,GNAS,TSC1,NAP1L1,RBM25,ODF2,EXOC4,ZFP90,KIAA1328,RBBP4,NANP,PTDSS1,PDSS2,C7orf26,WASF2,TMEM106C,MMACHC,IMMT,ASH1L,IFI27L1,CHERP,TWF2,CHD1,ANKRD28,CCDC50,AKAP8,RPN2,APOOL,FAM3A,SCYL3,HTRA2,RLIM,ZNF500,WIPF1,BOLA1,AZI2,BUD13,RAD54B,DAP3,ZNF317,TAB2,TULP3,GADD45B,CANT1,SCARB1,AKNA,USP11,REEP4,MIF,CDS2,SH2D3A,CASP6,DBF4,LETMD1,MFSD10,GART,CTNNBL1,PELO,TANK,BRD7,YIF1B,SLC25A1,SAMD4B,TELO2,GTF3C6,HMGN1,ADAM17,NASP,ASPM,WDR81,MEN1,ZNF407,SYMPK,TARS,MAPK3,MFN2,ATAD2,ZNF330,MBD6,ATP6V1C1 NS-mesothelioma NS-mesothelioma 0.274650923700078 -1.29225435600937 18 4 0.00154619250096637 2587 17385 2261,3845,4893,3265 FGFR3,KRAS,NRAS,HRAS haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-NK-T_cell_lymphoma haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-NK-T_cell_lymphoma 0.280072505713171 -1.27270676035878 7 2 0.000773096250483185 2587 17385 3845,23451 KRAS,SF3B1 haematopoietic_and_lymphoid_tissue-small_intestine-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma haematopoietic_and_lymphoid_tissue-small_intestine-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma 0.280072505713171 -1.27270676035878 7 2 0.000773096250483185 2587 17385 4853,7128 NOTCH2,TNFAIP3 peritoneum-carcinoma-peritoneal_serous_surface_carcinoma peritoneum-carcinoma-peritoneal_serous_surface_carcinoma 0.280072505713171 -1.27270676035878 7 2 0.000773096250483185 2587 17385 3845,672 KRAS,BRCA1 central_nervous_system-spinal_cord-glioma-astrocytoma_Grade_III central_nervous_system-spinal_cord-glioma-astrocytoma_Grade_III 0.280072505713171 -1.27270676035878 7 2 0.000773096250483185 2587 17385 3020,1029 H3F3A,CDKN2A ovary-adenoma ovary-adenoma 0.280072505713171 -1.27270676035878 7 2 0.000773096250483185 2587 17385 3845,672 KRAS,BRCA1 skin-face-malignant_melanoma-acral_lentiginous skin-face-malignant_melanoma-acral_lentiginous 0.280072505713171 -1.27270676035878 7 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-MALT_lymphoma haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-MALT_lymphoma 0.280072505713171 -1.27270676035878 7 2 0.000773096250483185 2587 17385 4853,1788 NOTCH2,DNMT3A neuronal_tumour neuronal_tumour 0.280072505713171 -1.27270676035878 7 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS central_nervous_system-supratentorial-glioma-astrocytoma_Grade_II central_nervous_system-supratentorial-glioma-astrocytoma_Grade_II 0.280072505713171 -1.27270676035878 7 2 0.000773096250483185 2587 17385 3845,3265 KRAS,HRAS skin-upper_extremity-malignant_melanoma skin-upper_extremity-malignant_melanoma 0.280072505713171 -1.27270676035878 7 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A sun_unexposed_site sun_unexposed_site 0.280072505713171 -1.27270676035878 7 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS central_nervous_system-temporal_lobe-neuronal_tumour central_nervous_system-temporal_lobe-neuronal_tumour 0.280072505713171 -1.27270676035878 7 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS peritoneal_serous_surface_carcinoma peritoneal_serous_surface_carcinoma 0.280072505713171 -1.27270676035878 7 2 0.000773096250483185 2587 17385 3845,672 KRAS,BRCA1 skin-lower_extremity-malignant_melanoma skin-lower_extremity-malignant_melanoma 0.280072505713171 -1.27270676035878 7 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A Krukenberg_tumour Krukenberg_tumour 0.280072505713171 -1.27270676035878 7 2 0.000773096250483185 2587 17385 1788,4893 DNMT3A,NRAS pancreas-carcinoma-solid_pseudopapillary_carcinoma pancreas-carcinoma-solid_pseudopapillary_carcinoma 0.280696134153308 -1.27048256787406 24 5 0.00193274062620796 2587 17385 3845,2130,4089,8312,1029 KRAS,EWSR1,SMAD4,AXIN1,CDKN2A bone-humerus-chondrosarcoma-central bone-humerus-chondrosarcoma-central 0.280696134153308 -1.27048256787406 24 5 0.00193274062620796 2587 17385 26046,5925,25932,4221,1029 LTN1,RB1,CLIC4,MEN1,CDKN2A solid_pseudopapillary_carcinoma solid_pseudopapillary_carcinoma 0.280696134153308 -1.27048256787406 24 5 0.00193274062620796 2587 17385 3845,2130,4089,8312,1029 KRAS,EWSR1,SMAD4,AXIN1,CDKN2A cervix cervix 0.281777291842422 -1.26663826529672 12130 1818 0.702744491689215 2587 17385 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HECA,ZBTB10,TSC2,ABCC10,HEXB,TGOLN2,CCNL2,RBM4,ZNF275,FBXO22,RPL23A,EEF2K,CDKN2C,THAP4,DNAAF2,RAD23B,MECR,AP1M1,DNM2,CRY2,RNF26,LRRC59,ZNRD1,TIPARP,MGAT5,USP34,BAK1,CCDC57,ZNF559,RHOBTB3,NRAS,EHMT1,KIF15,WDHD1,MIER2,NUTF2,DIDO1,WBP1,RAB22A,ARF4,AHNAK,SMAD2,PDRG1,RPS27A,MYO18A,OGT,COX5A,RNASEL,SMAD1,OAZ1,ANXA11,SMNDC1,PDCD4,SLC25A33,ZNF720,NXT2,HIVEP3,CLSPN,KIAA0100,GGA1,MUM1,CCZ1,TRIO,CUTA,DHX9,RAB23,HAUS4,PDCD7,APH1B,PSMD9,PARN,CDC73,HAUS2,MYL6B,COPB2,ERV3-1,SMC3,C4orf3,MEGF8,EFTUD2,GEMIN4,MRPL21,CPSF4,MVP,NUP85,PPP6R1,NSUN4,LUC7L2,EIF3L,AGGF1,FOXK1,RBM42,MTA2,TYW1,GTPBP4,SSR2,ITM2A,USP10,MAP7D1,MTX1,ELK1,EIF4H,SFXN5,MAGED2,FNTA,KPNA1,TXNDC16,ETS2,TYW5,WIPI2,ZNF830,RUFY3,PDLIM5,ACSF2,MRPL3,ALS2,EXOC3,TRIM41,NQO1,POC1A,ANK3,STARD7,TPX2,TBC1D13,INO80E,SLC35B2,LCLAT1,STMN1,CBWD5,CPNE3,REPS1,RBM23,ZNF420,AHCTF1,TBC1D22A,SH3BP1,MTA1,TBC1D14,UBA5,GMEB1,NSFL1C,CLCN6,SEPT11,INTS12,GPD1L,ZC3H3,RPRD1B,SZRD1,SNX8,CPNE1,SEC61B,ERMP1,POLR2L,FAM118B,GOPC,IDH3A,CRNKL1,CIRBP,E2F3,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,GIGYF1,TMEM184C,KIF2A,LSM6,CCDC14,CORO1C,CAMKMT,DMWD,CENPBD1,PPP5C,PITRM1,TUBB,ZNF445,ZFP91,HABP4,TRMT6,CCM2,BTN3A1,ATG2B,ABHD14B,IP6K2,PMVK,ZBTB45,PSMD2,ITGB8,COQ4,CBWD2,HUWE1,ARF5,ARHGEF1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,ST8SIA2,MED22,SPTAN1,DDX24,TCTEX1D2,TACC1,MRS2,LLPH,RAB3IP,TTC33,PICALM,UTP20,SH3BP5,SLC19A1,MAGT1,GPS2,ACOX1,SSNA1,PARP10,YWHAH,THAP5,TMEM131,WDR13,TRIM11,FAM129A,YTHDC2,SNX15,RBM8A,NENF,SND1,RUFY1,TRIM65,FANCI,PAPOLA,ZER1,PRNP,CREM,FANCL,TET3,RAB8A,NUP210,GLIS2,NT5DC1,INTS1,IL6ST,SLC44A1,NOC2L,TACC3,VPS13B,PLK1,CELSR2,SEPT9,MIOS,RBX1,APH1A,SNRPB,RAD51AP1,ZBED5,PSMG1,CKAP2L,CDC6,IL12RB1,PBRM1,LUC7L,USP21,LSG1,C1orf122,AGPAT2,CHD3,ADAM9,ARRDC1,KPNA2,PRPF4,DVL1,DNAJC30,CLN3,BEND6,FAM208A,NGLY1,POT1,NUMB,ZNF564,C1orf74,CTU2,PARP12,HJURP,PHB2,DNAJB2,CENPF,NKD2,SDC2,KLC1,CHCHD2,COX4I1,ADCK5,CDK13,RAB6A,DNAJB1,NCKAP1,RSAD1,ARID1B,TNS3,MLX,UBE2Q2,CCP110,KIF13B,ZNF746,XPA,ARL6IP1,CTR9,AHCY,RBM3,GLE1,LRSAM1,NIPSNAP1,NTPCR,ABHD2,DCAF8,NSDHL,ACSL3,LDB1,AMD1,CAMSAP1,MAP4K3,ZNF761,ARMC8,STYXL1,IRF5,NMT2,BBS12,RXRB,RPL36,SDHB,PCM1,GALNT2,TMEM168,ORMDL2,COX7A2L,NLRC5,ZDHHC7,FAM122A,SIL1,DTD1,BTBD10,MYO9A,UNC13C,USP7,SART1,TRAF7,SUCLG1,ARID2,TMX4,TOR1AIP1,SLC2A1,ZNF416,TM9SF3,RRAGC,ATP6V1B2,PCBP1,LYN,BCAP31,ZNF121,VAV1,OIP5,NRF1,ZNF473,ZNF302,BRPF3,WDR44,PPME1,RPAP1,TARDBP,BCAP29,AHCYL1,LMAN1,STRAP,CTDSP2,ZNF583,PRPF19,SNX25,KDM3B,ARHGAP17,BIRC3,KIAA0040,ZNF780B,PPT1,RAB7A,NUP155,DCLRE1C,CHMP2B,VDAC1,MRPS14,EIF3H,RHBDF2,SUGP1,IDE,DHX16,RBL1,STK38,UBXN2B,FASTK,UHRF2,XRCC3,H3F3A,SLC22A23,CHID1,SMAD4,PARD3,BCL2L12,NADSYN1,UNK,PDAP1,TMX3,GTF3A,ARF1,SLC12A9,NCAPG,SCYL2,TUBGCP2,FZD6,HERC3,HOMER1,CTSS,POLR1B,ORC3,RNF5,YTHDC1,PPAN,ACP2,RHOA,HMGN5,BTAF1,METTL5,ABCF2,TOP3A,ARHGEF12,RANGAP1,PNPLA8,PCGF1,API5,ZFR,DDX23,CACNB1,TRIM26,SEC23IP,L3MBTL3,NEIL3,CTBS,BBX,E2F1,USP20,IMPDH1,RBPJ,NR2F2,PGAM1,IFI16,NUP188,MAX,PNISR,PDCD6IP,LUZP1,GXYLT1,TMEM203,PRKCSH,ADAM10,TSC22D3,CXXC1,CUL1,GYG1,UBE2I,MYEF2,SLC25A37,ASPHD2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,TRA2B,SUCLG2,SLC26A2,ZNF800,SRP72,OSBP2,KLF10,NSUN2,LACTB,USP22,RFC2,RAB2B,CLNS1A,EIF3A,PRIM1,ZMYM3,IWS1,DOT1L,MAP3K4,ANKRD10,WAS,TPP2,MAP4,MRPL27,BTF3,PTPDC1,CCDC59,NMD3,PTOV1,PRPF38B,RECQL,C9orf78,COX5B,DNAJC5,SCOC,DHPS,GSPT2,VAV2,ANKH,RRM1,DLGAP4,ACAP1,TATDN3,B4GALT1,PXMP2,FAM136A,SUPT7L,ZNF79,PSEN1,TMEM165,PDXDC1,VPS25,NDUFS7,NPLOC4,CNOT3,YY1AP1,WDR48,SPAG5,C12orf10,RPN1,CEP104,LHX8,KLHL5,ARPC5,ZNRF2,LRRC8D,MSH2,DAPK1,PIGG,TPST1,FBXL7,CYC1,TNRC18,FAM171A1,SYTL3,APOL1,FDFT1,SOCS5,EIF5A,GCC2,PRIM2,ELL2,WDR1,RDH10,ZNF574,MFNG,C1orf35,GORASP2,EXOSC9,ARID1A,ADRB2,CAPZA2,FXR1,PTTG1IP,CCT8,MTR,TWISTNB,AKAP1,PI4K2A,HMGN2,XRCC5,DERL1,CAT,PFDN5,SLCO4A1,MTHFD2,GOLGA2,RBMX,MED15,PIAS2,FAM83D,USP32,APPL2,ARAP1,CABIN1,SAMD8,SMPD4,GPI,NUDT3,CDKN2A,ZNF511,CYTIP,TP53RK,ATXN3,REPS2,RAB11B,RAF1,KIAA0232,BCL2L1,C2orf49,CD320,NUDT19,DECR1,CCNA2,MTMR4,LPIN2,ADCY9,SOCS6,MRPS27,TTC3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,ANKLE2,BRD4,CDC123,NARF,VDAC2,LRRC8A,ELP4,ABHD11,EDF1,PKMYT1,ASB13,ERC1,SERP1,TRIM28,SUPT16H,AMZ2,EIF3K,ANKZF1,RAD51C,HINT1,DDOST,DSN1,DGCR8,SAFB,CBWD1,NCLN,BEND3,EYA2,DYNC1LI2,ADAM23,PRPF4B,NDUFS1,SLC41A1,B4GALT5,MECP2,MANBA,TKT,CBLL1,ARGLU1,SECISBP2,LANCL1,POFUT1,HMG20A,HEATR5B,HLA-A,WWP2,JAKMIP1,SLC25A36,CCNK,DNAJC8,FUT8,FJX1,AXIN2,FEM1B,CNN2,MSH6,PDLIM2,JMJD4,ANKRD37,KAT2A,LONRF3,RABIF,ADSL,FBXO9,PACS1,BMS1,KCNQ1,OTUD3,KIF11,KLF6,COMMD4,GUF1,MACF1,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,ZHX1,OAZ2,DDX5,WDR62,WDR91,TAF6,ESPL1,PURA,DDB1,DEF6,FAM83G,IPO4,POLA2,PIGM,NAT9,ZNF76,GPR132,COPA,HMGXB3,PHRF1,UBE2Q1,PTP4A3,ABCB10,BRIX1,MRPL19,SF3B2,PCYOX1L,DST,CDC42,SYNM,GOT2,RAB35,JAZF1,GPATCH1,SLC35C2,CARM1,SRPK2,WDR41,LARS,SNRNP200,NCK1,LAP3,VHL,LRBA,SREK1,SUMF2,PITPNB,KMT2C,OGFR,PRPSAP1,MAN2A2,HSPB11,EIF4ENIF1,BRWD1,PPM1G,U2SURP,MIA2,CRCP,ACBD4,BAZ1B,ZNF268,STK11,CHEK2,VPS4A,ZSWIM3,CHPT1,TSTD2,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,UBXN1,NACA,EPN1,PCSK7,THRAP3,PM20D2,XPNPEP3,RGS2,TTF1,QSOX2,PRPF18,NUP205,CHKA,LYAR,DTL,MED10,ZRANB1,SLC12A2,ATP6V0D1,CSNK1G3,POLR2I,TRAFD1,SUGP2,RPL6,EIF2A,SYVN1,SLTM,DAPK3,EVC2,MASTL,UAP1,KLHL15,NFIL3,FN3KRP,YWHAZ,CTSA,SNRNP70,EHD4,TMEM14A,TSEN15,N4BP2L2,ADNP2,TCF12,CORO7,MDH2,PMS2,SMARCA4,UCK1,ORC1,CLCC1,SAP130,RRN3,UBXN2A,IARS,NVL,CD3EAP,KIF14,EXOSC1,CS,CYB5R1,CLTB,ZNF770,DNAL4,EBAG9,CSTF1,UBQLN4,PGGT1B,METTL2A,SMU1,PCGF6,ATXN1,OGDH,BICD2,CADM1,HERPUD2,EDEM2,MBD3,PDHX,RPS9,ALKBH6,PON2,SURF4,DUS3L,HNRNPR,STAT6,HPS5,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,BRD9,MAPK1,ABCA1,NAT14,DNAJC2,GCLM,TRIP12,SHPRH,RAE1,NUP54,VPS45,PAWR,MYO9B,DCUN1D4,PIP4K2A,GFM2,XPR1,SPPL2A,FERMT3,KIF5B,FASTKD3,FGFR3,KLHL20,SEC24C,PPIG,RRBP1,ZDHHC13,TMEM99,ARHGEF2,ATG13,LDLRAD3,ERI3,STAT3,SLC35A1,MYO5A,MICAL3,NIPAL3,ELOVL5,PHF20L1,DCAF6,HEMK1,FAM49B,TIMMDC1,TMEM39A,PSPC1,HELB,MIER1,ATP2C1,SCFD2,RFFL,COG1,RCOR1,PRMT2,NDRG3,CDK11A,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ACAT1,MEGF9,CENPT,ZMIZ1,PLOD3,TERF1,HRAS,RAB3IL1,ZSWIM6,CCDC93,RAB14,ADD1,MRPS15,KDM4A,PIGQ,XIAP,AGPAT1,DHX8,GLUD1,PPP1R16B,PABPC4,CALM2,NEK6,NSRP1,RABGAP1L,PDS5B,FNIP2,NUP153,KCNAB2,MLST8,PLK3,PGAP2,ZNF672,TMEM115,MRPL43,PLEKHM3,MCL1,SMC2,DCUN1D5,PPFIA3,BRMS1,TRIM47,WDR11,AXIN1,LIMK1,ZNF689,PRDX5,ATE1,ST3GAL2,TRIM52,FBXL3,E2F2,LONP2,PFKP,AAAS,SSRP1,DDX42,MRPL9,PHF23,STRN4,CERK,TOP2B,SLC4A2,ZNRF3,EZH1,ITGB5,LMNA,DDRGK1,GNS,EIF2S2,SLC38A5,INTS7,MCM5,ZNF326,UBE2QL1,CARS2,PRRC2A,RB1CC1,TSPYL4,C16orf72,ZMYND11,PGS1,TSPAN31,DHX29,MAN1B1,TEX10,RPS10,MYBL2,UHRF1BP1,CBFA2T2,ABCF1,MATR3,NCDN,RHOB,LRRC14B,PTPRF,DTWD1,SCARB2,OSBPL11,CCDC86,SETD3,TEX30,PTAR1,CNOT6,SLAIN1,NDE1,HEXA,SNX14,RNF139,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,TRERF1,UBR2,CHD1L,WDTC1,MON1B,MYH9,NIPA2,NUF2,ZNF267,PRKACA,TCF19,SAFB2,TMEM161B,ANKIB1,STAM,CLUAP1,PRKD3,ATP2A2,SP100,ZKSCAN1,GRSF1,ZCCHC2,NUP107,ANKRD13C,ANAPC7,RNF19A,CEP63,MAVS,FAM76B,ATF2,GCC1,DCTN1,ADCY7,ENPP4,SHOC2,PSRC1,MAP4K4,ATP6V0A1,CDCA2,NUSAP1,DNAJA1,GPR137,DDX17,C19orf54,CHCHD3,TAF2,PEX5,CDC16,HIPK2,WDR7,MBOAT1,TICAM1,FUS,PDXK,ZBTB11,COIL,LRP8,LRCH1,ZNF786,GALK1,RPS2,ANXA6,TMBIM4,GMCL1,JMJD6,AKT1S1,UBE4A,ETS1,ZNF92,PNO1,KRI1,CAPN2,FBXO3,ERH,ADD3,SUV39H2,GATC,PPP1R8,PRDM4,GEMIN6,GTSE1,DCP1A,TTLL12,SGCB,TPCN1,TMX1,IMPA2,MFSD12,NUDC,LDHB,PDPK1,PPP3CA,NUDT8,TNFAIP3,GUK1,POLK,GALC,ZNF512,KIAA0930,JTB,EMP3,DDX39A,RPA1,ZNF862,ZNF180,KIF18A,KEAP1,POLE,CCDC6,TATDN2,PITX1,MAPK6,PML,LRPPRC,LY75,C4orf46,HMGB2,RGL1,PSAP,WDR76,IGBP1,FAF1,ANAPC4,SRM,COX15,THOC1,AGRN,GPBP1L1,PPP1R15B,EBNA1BP2,SEC16A,GIT2,BIRC2,LIN9,DLG5,ABL2,PCNA,ZNF639,TRMU,PIK3R2,ETV6,PPCDC,TXLNA,ZFYVE27,MYBL1,CCAR1,PTPRK,CDC37,ABCC5,METTL1,PBXIP1,HARS,BAZ2A,TLK1,LNX2,EZR,LRP5,BRCA1,ESYT1,STX16,EPB41,DPYSL3,SEPT1,TBC1D17,CDCA4,TONSL,NAGLU,SOCS4,QRSL1,ACTB,PIEZO1,OSGEPL1,ZNF45,NAA60,GEMIN7,SEPHS2,LZTR1,CTCF,ASAH1,RACGAP1,PPP3CB,B4GALT4,DOCK11,RLF,ASXL2,CRLF3,RAPGEF6,RB1,VASP,VMP1,PPIL2,TIMELESS,SLC27A4,AHDC1,MAML1,TMEM8A,ALDH18A1,ABCC1,PREB,CYTH1,TRAPPC9,AACS,MEMO1,RTF1,EIF2AK1,KRAS,UBE4B,ARPC1A,ZNF174,GOLGA4,ITPRIPL1,CDC27,PALB2,SYNCRIP,SNAP23,PRPS2,TBPL1,PRMT7,RNF114,TIGD2,KCTD7,UGP2,FOXM1,XAB2,DYNLL1,COPE,RPAIN,RAD23A,RPL11,ABRACL,CSDE1,ATP6V0B,PDK2,MDM2,STRBP,MRPL34,PDCD2,CORO1A,METTL9,DVL2,POC5,GM2A,CLPTM1,RPL29,RPL35,PSMA8,CYP20A1,SLC26A6,MTMR6,NFATC2,PRPF3,KDM1B,TXNL4A,ARL5B,RPSA,USP36,SRSF1,DNAJC10,MRPL2,ATP1A1,CLK3,SCAP,ZNF700,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,USP53,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,INTS2,CTDP1,SMAP1,RRP15,GNE,ARID5A,SMC6,ARFIP2,SUMF1,NKRF,GGA2,AP3S1,RMI1,BZW2,TFRC,WRNIP1,PTPN2,NDUFV1,SLC1A4,TMA7,ABCD1,CENPM,PTGES3,RPAP3,CNTN5,MLEC,ZNF202,CCDC34,PPWD1,FAM50B,RHOT2,BSDC1,NEU1,TPD52L2,FBXO41,BIRC5,SNAP29,TFE3,CDCA7L,GLG1,PGRMC1,FAM126A,PKD2,ACADM,CHMP7,RPS6KC1,ZNF496,NDUFB6,TMEM41B,ZDHHC8,TAP1,NHLRC3,PLXNA1,IKBIP,SLC20A1,COMMD6,ELMOD2,KIFC1,SNUPN,DBNDD1,CYB5RL,PARPBP,CDC25B,PRADC1,PLCL2,DNMT1,NOL12,ORAI2,USO1,ATG9A,AKT2,NOL8,MKI67,DDX20,AMDHD2,AURKB,GALNT7,MCFD2,CCNF,ZFAND5,SLC25A5,MAK16,STT3A,PTER,WDR4,EIF2D,ITGB1,DHTKD1,RRS1,TRAF5,ARRB2,RTN3,ZNF598,SVIP,DDX58,PWWP2A,PPIB,HSPH1,LIME1,GMFG,MUT,CHTF18,HLA-E,ADO,KIF23,SLC35B1,NOTCH2,MAN2B1,METTL3,JMY,CFLAR,RNF121,MEX3C,SNX18,HDAC7,BDH1,ATP6V0A2,PCYT2,PIKFYVE,RNF135,GNAI2,LPCAT1,ANKHD1,EEF1D,MORC3,FTL,DDX28,SIGMAR1,PIP4K2C,KCTD20,DCTD,FAM133B,PLEC,RIT1,TOMM40,PKM,KDM3A,PATL1,FAS,EPRS,ZNF777,TMEM54,NSF,QARS,DCK,ACLY,LPCAT4,VCPIP1,TCOF1,YY1,PPP6R2,PPP6R3,MAP3K5,RNF14,CDK2,NRBP1,ZC3HAV1,DNMT3A,SYS1,TRIP10,ZBTB37,URB2,CAST,SUZ12,SF3B1,MAGED1,RAC1,EIF3D,OLA1,KLHL18,ADPGK,AP1B1,SLC25A44,SNN,SDHA,GNB2,PHC2,FLAD1,MOAP1,CYHR1,APLP2,ZNF75D,KDM2A,UCHL5,TNPO2,NAA35,TMBIM1,CCT2,CDKN2AIP,RFC3,ATP13A1,MKLN1,ERF,CUL3,KIAA1586,GALK2,CDC23,AP4E1,SHCBP1,GAR1,PSMB9,POLG2,DHX57,PRDM11,NSA2,HSPA4,PPP2R5A,JAK1,GOLGA8A,TBL3,STAT1,KLHDC4,TRIM32,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,R3HCC1L,C1orf112,TCF3,MRI1,CDCA3,BRAP,SLC25A12,MYNN,BLM,SPR,REEP5,TMCC3,GTF2F1,RBM17,PTEN,CRAT,CENPJ,PRC1,UPF2,SLC38A10,TAGLN2,CNOT6L,CNPY3,IFT46,PACS2,NCOA2,SMC4,TSHZ1,ZFP64,RNASEH2C,NET1,NEK7,DENND1B,DENND4C,WDR18,RPL8,PARP4,ANAPC2,LRRC1,RHOT1,RPL27A,TSR2,MARK2,ECH1,PRDX1,GNA12,FBXO21,NUCB1,HGS,C1orf131,SLC38A7,TTLL4,PFDN4,PRDX3,MFAP1,TFDP1,KHSRP,ASNA1,BRWD3,CPEB2,VPS29,BYSL,S100PBP,ESYT2,MIB2,IER2,NPHP4,ST13,PLXNC1,NOP2,UBN1,NF1,ALKBH5,MOGS,ZNF107,TAF6L,AGFG1,SIRT2,KIF2C,SLC29A1,FKBP2,USP48,SNRPD3,UBQLN2,BECN1,MAPK14,SNAPC4,RNF103,EDC3,BCAT2,MBD4,ZNF804A,RAP1A,EIF4A3,THADA,AP3S2,DPYSL2,ATG3,IMPAD1,ZNHIT6,RCSD1,PHTF1,SRI,AKR1B1,KIF22,JOSD1,ZBTB22,RP2,NFU1,TTC4,ARID4A,TRIM14,FGFR1OP2,TDP1,SLC16A7,RRM2,SLC25A22,STK17B,DHX15,CHAF1A,UBTF,GEMIN5,PAF1,UEVLD,PQBP1,IARS2,ATXN2L,GALNT10,SASS6,PSMC1,SLC12A7,PIGN,ZNF768,UFC1,MED13L,MEF2A,XPO7,EPHX2,SRRT,PITHD1,NFATC3,ZNF449,ZNF335,KIFAP3,KNTC1,ACAD8,UBE3C,N4BP2,KDELR1,HP1BP3,ALDH9A1,ZNF189,VOPP1,TSTA3,CIC,OXR1,THNSL1,SEPT7,ISG15,C22orf46,CAND1,GNAS,TSC1,NAP1L1,RBM25,NSMF,CDCA5,ODF2,EXOC4,PITPNA,ZFP90,NUP62,NANP,RBBP4,PDSS2,MZT2B,PTDSS1,C7orf26,ZBTB24,SMARCD1,WASF2,ASH1L,IMMT,GNPNAT1,MPHOSPH8,CHERP,HNRNPUL2,PLAGL2,CHKB,TWF2,CHD1,PAIP1,C2orf68,ANKRD28,ANKLE1,FARSA,CCDC50,SAR1A,AKAP8,PARL,APOOL,PDIA6,F2R,FAM3A,SCYL3,ABI1,RLIM,ACSL5,FAM172A,ZNF500,NLN,WIPF1,TOR1AIP2,AZI2,NDUFB1,BUD13,EIF3G,BTBD1,RAD54B,DAP3,ZNF317,TAB2,GADD45B,WDR59,CANT1,SCARB1,GAS2,USP11,AKNA,SMURF1,REEP4,PPP2R2D,TSPAN5,CBX4,KIF3B,CDS2,MAGEH1,GOLPH3L,SH2D3A,CASP6,EYA1,CDK2AP2,SRGN,DBF4,LETMD1,MFSD10,MAN1A1,FBXO5,GART,CTNNBL1,TANK,PELO,BRD7,TTC17,SLC25A1,SAMD4B,PAQR6,TELO2,CSNK1G2,GTF3C6,ADAM17,HMGN1,NASP,ASPM,PPP1R21,WDR81,MEN1,ZNF407,SYMPK,TARS,MFN2,HLA-B,ATAD2,ZNF330,OSBPL8,COX8A,KBTBD7,ZRANB2,SRSF3,MBD6,PREPL,IDH3B,TATDN1 adenosis adenosis 0.282804049210286 -1.26300102677974 30 6 0.00231928875144956 2587 17385 2778,2261,3845,4893,5728,3265 GNAS,FGFR3,KRAS,NRAS,PTEN,HRAS breast-other-adenosis breast-other-adenosis 0.282804049210286 -1.26300102677974 30 6 0.00231928875144956 2587 17385 2778,2261,3845,4893,5728,3265 GNAS,FGFR3,KRAS,NRAS,PTEN,HRAS lobular_carcinoma_in_situ lobular_carcinoma_in_situ 0.2828143787221 -1.26296450211469 36 7 0.00270583687669115 2587 17385 2778,2261,3845,4893,5605,3265,5781 GNAS,FGFR3,KRAS,NRAS,MAP2K2,HRAS,PTPN11 haematopoietic_and_lymphoid_tissue-stomach-lymphoid_neoplasm-mantle_cell_lymphoma haematopoietic_and_lymphoid_tissue-stomach-lymphoid_neoplasm-mantle_cell_lymphoma 0.2828143787221 -1.26296450211469 36 7 0.00270583687669115 2587 17385 6597,5925,162979,440275,330,58508,25913 SMARCA4,RB1,ZNF296,EIF2AK4,BIRC3,KMT2C,POT1 haematopoietic_and_lymphoid_tissue-abdomen-lymphoid_neoplasm-mantle_cell_lymphoma haematopoietic_and_lymphoid_tissue-abdomen-lymphoid_neoplasm-mantle_cell_lymphoma 0.2828143787221 -1.26296450211469 36 7 0.00270583687669115 2587 17385 6597,5925,162979,440275,330,58508,25913 SMARCA4,RB1,ZNF296,EIF2AK4,BIRC3,KMT2C,POT1 salivary_gland-tongue-carcinoma-adenoid_cystic_carcinoma salivary_gland-tongue-carcinoma-adenoid_cystic_carcinoma 0.2828143787221 -1.26296450211469 36 7 0.00270583687669115 2587 17385 60,3845,4893,58508,5728,25913,3265 ACTB,KRAS,NRAS,KMT2C,PTEN,POT1,HRAS breast-carcinoma_in_situ-lobular_carcinoma_in_situ breast-carcinoma_in_situ-lobular_carcinoma_in_situ 0.2828143787221 -1.26296450211469 36 7 0.00270583687669115 2587 17385 2778,2261,3845,4893,5605,3265,5781 GNAS,FGFR3,KRAS,NRAS,MAP2K2,HRAS,PTPN11 haematopoietic_and_lymphoid_tissue-pharynx-lymphoid_neoplasm-mantle_cell_lymphoma haematopoietic_and_lymphoid_tissue-pharynx-lymphoid_neoplasm-mantle_cell_lymphoma 0.2828143787221 -1.26296450211469 36 7 0.00270583687669115 2587 17385 6597,5925,162979,440275,330,58508,25913 SMARCA4,RB1,ZNF296,EIF2AK4,BIRC3,KMT2C,POT1 haematopoietic_and_lymphoid_tissue-tonsil-lymphoid_neoplasm-mantle_cell_lymphoma haematopoietic_and_lymphoid_tissue-tonsil-lymphoid_neoplasm-mantle_cell_lymphoma 0.2828143787221 -1.26296450211469 36 7 0.00270583687669115 2587 17385 6597,5925,162979,440275,330,58508,25913 SMARCA4,RB1,ZNF296,EIF2AK4,BIRC3,KMT2C,POT1 haematopoietic_and_lymphoid_tissue-axilla-lymphoid_neoplasm-mantle_cell_lymphoma haematopoietic_and_lymphoid_tissue-axilla-lymphoid_neoplasm-mantle_cell_lymphoma 0.2828143787221 -1.26296450211469 36 7 0.00270583687669115 2587 17385 6597,5925,162979,440275,330,58508,25913 SMARCA4,RB1,ZNF296,EIF2AK4,BIRC3,KMT2C,POT1 haematopoietic_and_lymphoid_tissue-spleen-lymphoid_neoplasm-mantle_cell_lymphoma haematopoietic_and_lymphoid_tissue-spleen-lymphoid_neoplasm-mantle_cell_lymphoma 0.2828143787221 -1.26296450211469 36 7 0.00270583687669115 2587 17385 6597,5925,162979,440275,330,58508,25913 SMARCA4,RB1,ZNF296,EIF2AK4,BIRC3,KMT2C,POT1 adrenal_cortical_adenoma adrenal_cortical_adenoma 0.291515149856263 -1.23266330247944 162 27 0.010436799381523 2587 17385 55095,10463,1788,4893,79836,63922,6597,3845,84447,23398,4650,4221,5566,2778,9231,476,7408,114882,129450,51586,5781,10116,7528,10531,3265,5926,10057 SAMD4B,SLC30A9,DNMT3A,NRAS,LONRF3,CHTF18,SMARCA4,KRAS,SYVN1,PPWD1,MYO9B,MEN1,PRKACA,GNAS,DLG5,ATP1A1,VASP,OSBPL8,TYW5,MED15,PTPN11,FEM1B,YY1,PITRM1,HRAS,ARID4A,ABCC5 lower_leg lower_leg 0.293740074806155 -1.22506000198853 175 29 0.0112098956320062 2587 17385 114825,80331,4893,196528,55596,102,22936,4763,6867,7428,5879,9107,3845,26503,4853,23085,4000,3105,3799,8897,2261,5728,5537,64782,3265,57679,4644,1029,1639 PWWP2A,DNAJC5,NRAS,ARID2,ZCCHC8,ADAM10,ELL2,NF1,TACC1,VHL,RAC1,MTMR6,KRAS,SLC17A5,NOTCH2,ERC1,LMNA,HLA-A,KIF5B,MTMR3,FGFR3,PTEN,PPP6C,AEN,HRAS,ALS2,MYO5A,CDKN2A,DCTN1 oesophagus-carcinoma-adenocarcinoma oesophagus-carcinoma-adenocarcinoma 0.293783111913187 -1.22491349846976 13493 2019 0.780440664862775 2587 17385 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HECA,ZBTB10,TSC2,ABCC10,HEXB,LACTB2,CCNL2,CMTM6,RBM4,ANKRD39,ZNF275,FBXO22,RPL23A,EEF2K,CDKN2C,NAPG,THAP4,RAD23B,ATP13A3,MECR,AP1M1,DNM2,UPRT,CRY2,LRRC59,TIPARP,MGAT5,RHBDD2,FTSJ3,USP34,BAK1,CCDC57,ERCC1,ZNF559,RHOBTB3,NRAS,GABPA,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,NUTF2,DIDO1,WBP1,RAB22A,KRIT1,BOLA3,AHNAK,SMAD2,MID1IP1,RAD18,MYO18A,MPV17,COX5A,RNASEL,SMAD1,CHPF2,ZNF75A,ANXA11,PDCD4,SLC25A33,ZNF720,HIVEP3,CLSPN,KIAA0100,SEC61G,GGA1,MUM1,CCZ1,TRIO,DHX9,RAB23,KCTD17,HAUS4,EIF2AK4,PDCD7,APH1B,PARN,CDC73,HAUS2,COPB2,ATG4A,TMEM179B,CD59,TFAP4,ERV3-1,PDXP,SMC3,MEGF8,RIMS3,EFTUD2,FBXO7,GEMIN4,CPSF4,MVP,NUP85,PABPC1,NSUN4,PPA1,LUC7L2,EIF3L,IFRD1,AGGF1,FOXK1,RBM42,TYW1,GTPBP4,SSR2,ITM2A,USP10,MAP7D1,MRPL16,MTX1,ELK1,EIF4H,SFXN5,RDH11,FNTA,KPNA1,TXNDC16,PDLIM1,ETS2,TYW5,WIPI2,TMEM159,RUFY3,PDLIM5,ACSF2,MRPL3,ALS2,FAM72A,FAM72D,EXOC3,KARS,TRIM41,NQO1,POC1A,ANK3,STARD7,C5orf30,VTI1A,TPX2,TBC1D13,INO80E,RCOR3,LCLAT1,GLRX3,CBWD5,CPNE3,REPS1,KIAA1147,RBM23,FBXL6,ZNF420,AHCTF1,TBC1D22A,SH3BP1,MTA1,TBC1D14,UBA5,GMEB1,NSFL1C,CLCN6,SEPT11,INTS12,GPD1L,ZC3H3,RPRD1B,PDCL3,SNX8,CPNE1,SEC61B,ERMP1,FAM118B,GOPC,IDH3A,CRNKL1,E2F3,PFKFB3,HTATIP2,GORAB,MEF2D,TMEM147,TANC1,RAB1A,MAT2A,GIGYF1,TMEM184C,KIF2A,PPP2CA,LSM6,CCDC14,NSMCE2,CORO1C,CAMKMT,RNF38,DMWD,SNRPG,PPP5C,PITRM1,TUBB,USP13,COMMD10,MZT1,ZNF445,ZFP91,HABP4,TRMT6,CCM2,FLOT1,BTN3A1,ATG2B,IP6K2,WDR5,IFT27,PMVK,SLC25A43,RRP36,NEIL2,SRXN1,GOLM1,RPA2,ZBTB45,PSMD2,PDCD10,CLIC4,ITGB8,COQ4,CBWD2,HUWE1,ARF5,ARHGEF1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,FBXL19,GTF2H2,RPL22L1,SPTAN1,TTPAL,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LLPH,C14orf132,RAB3IP,TTC33,PICALM,UTP20,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,CD81,PARP10,TMEM131,FAM129A,TRIM11,YTHDC2,SNX15,NENF,SND1,RUFY1,FANCI,PAPOLA,ZER1,KRR1,CREM,FANCL,TET3,RAB8A,NUP210,NT5DC1,INTS1,IL6ST,SLC44A1,NOC2L,EIF5,MTPN,ASB6,TACC3,VPS13B,RYBP,PLK1,PTPN18,SEPT9,CELSR2,MIOS,MBLAC2,SNRPB,CKAP2L,CDC6,IL12RB1,PBRM1,EAF2,ODC1,LUC7L,USP21,LSG1,C1orf122,TRIM4,ALG3,TRAM2,FBXO28,AGPAT2,CHD3,ZNF367,BCL7C,ARRDC1,ADAM9,KPNA2,PRPF4,DVL1,CLN3,BEND6,FAM208A,NGLY1,POT1,NUMB,ZNF564,RMND5A,PARP12,ZCCHC9,HJURP,FAM53C,CENPF,NKD2,SDC2,KLC1,COX4I1,ADCK5,CDK13,RAB6A,NCKAP1,LYRM2,RSAD1,ARID1B,TNS3,SUB1,C1GALT1,MLX,UBE2Q2,RINL,KIF13B,MBD2,ZNF746,XPA,ARL6IP1,CTR9,AHCY,GLE1,MRPL48,LRSAM1,HDHD2,NIPSNAP1,NTPCR,ABHD2,DCAF8,NSDHL,ACSL3,LDB1,AMD1,CAMSAP1,MAP4K3,ZNF761,METTL22,ICAM2,ARMC8,STYXL1,APPL1,RBM38,IRF5,NMT2,ANKRD46,HAUS8,SDHB,MBIP,PCM1,GALNT2,TMEM168,COX7A2L,NLRC5,ZDHHC7,SIL1,DTD1,BTBD10,MYO9A,CCNB2,UNC13C,USP7,SART1,GLT8D1,TRAF7,SUCLG1,ARID2,NDUFAF2,TMX4,TOR1AIP1,SLC2A1,ZNF416,TM9SF3,RRAGC,ATP6V1B2,PCBP1,LYN,ZNF121,VAV1,OIP5,MRPL50,TMEM69,NRF1,PSMA6,ZNF473,ZNF302,BRPF3,WDR44,PPME1,EFCAB11,RPAP1,BCAP29,CABLES2,TOP1MT,AHCYL1,LMAN1,CTDSP2,ZNF583,SPSB3,SNX25,KDM3B,ARHGAP17,MND1,CLCN3,BIRC3,ZNF780B,PPT1,RAB7A,ANKRD33B,PPIE,NUP155,DCLRE1C,CHMP2B,MRPS14,EIF3H,TMEM201,GLOD4,SUGP1,IDE,DHX16,RBL1,STK38,UBXN2B,FASTK,UHRF2,AP1S1,XRCC3,CHMP4B,SLC22A23,CHID1,SMAD4,RAD51D,PARD3,SLC30A9,NADSYN1,CMAS,C19orf53,KLHL21,PDAP1,TMX3,CDCA8,GTF3A,HMGN3,SLC12A9,NCAPG,SCYL2,TUBGCP2,DNAJB9,FZD6,GTPBP3,HERC3,HOMER1,CTSS,WBP1L,POLR1B,ORC3,RNF5,RNLS,YTHDC1,PPAN,ACP2,RHOA,RPRD1A,CSRP1,BTAF1,METTL5,ABCF2,TOP3A,ARHGEF12,RANGAP1,PNPLA8,PCGF1,API5,ZFR,DDX23,RAB18,TRIM26,ATP6V1D,SEC23IP,L3MBTL3,NEIL3,CTBS,BBX,USP20,IMPDH1,TMEM219,RBPJ,TAF12,NR2F2,PGAM1,HIPK3,IFI16,NUP188,TXN,MAX,PNISR,PDCD6IP,LUZP1,GXYLT1,PRKCSH,ADAM10,CXXC1,AP3M2,CUL1,USP39,NANS,GYG1,OAT,UBE2I,MYEF2,SLC25A37,ASPHD2,ANKRD26,ZNF428,PA2G4,NOL11,FIZ1,ZNF200,TRA2B,SUCLG2,SLC26A2,ZNF800,CDC5L,SRP72,SGCE,OSBP2,NSUN2,LACTB,USP22,RFC2,RAB2B,CLNS1A,EIF3A,PRIM1,ZMYM3,DOT1L,IWS1,MAP3K4,ANKRD10,WAS,KIF18B,RPS14,TPP2,LUC7L3,MAP4,PTPDC1,CCDC59,ZMAT3,NMD3,FAM72C,B4GALT2,PTOV1,RECQL,C9orf78,DNAJC5,EWSR1,SCOC,DHPS,VAV2,PRKAA1,C16orf87,ANKH,RRM1,DLGAP4,ACAP1,TATDN3,B4GALT1,PXMP2,SUPT7L,ZNF79,PSEN1,TMEM165,PDXDC1,NDUFS7,NPLOC4,CNOT3,YY1AP1,WDR48,SPAG5,RTKN,C12orf10,FAM192A,RPN1,CEP104,EXOSC7,LHX8,KLHL5,ZNRF2,MSH2,DAPK1,PIGG,TPST1,FBXL7,OSTF1,MRPL40,PIK3IP1,TNRC18,SYTL3,FAM171A1,APOL1,FDFT1,SOCS5,GCC2,PIGT,PRIM2,ELL2,WDR1,EMB,RDH10,MFNG,ZNF574,GORASP2,EXOSC9,ARID1A,CAPZA2,FXR1,PTTG1IP,GOSR1,MAP2K2,CCT8,MTR,PHF6,AKAP1,PI4K2A,XRCC5,DERL1,CAT,PFDN5,SLCO4A1,HSPBP1,TTC13,MED15,FAM83D,USP32,APPL2,ARAP1,CABIN1,SAMD8,SMPD4,GPI,NUDT3,CDKN2A,ZNF511,CYTIP,TP53RK,ATXN3,RAF1,UROD,KIAA0232,POMP,BCL2L1,C2orf49,EPM2A,CD320,NUDT19,DECR1,CCNA2,SIAH1,MTMR4,LPIN2,ADCY9,SOCS6,MRPS27,BRI3,TTC3,TP53BP2,RNASEH2A,AQR,RBM12B,ILKAP,CDK12,SAP30,ANKLE2,CDC123,OAF,DRAP1,NARF,VDAC2,LRRC8A,ELP4,PKMYT1,ASB13,ERC1,SERP1,TRIM28,SUPT16H,EIF3K,ANKZF1,ZNF282,RAD51C,DSN1,DGCR8,SAFB,HAGHL,LMBR1,CBWD1,ATF6,NCLN,BEND3,EYA2,DYNC1LI2,ADAM23,NDUFS1,SLC41A1,B4GALT5,MECP2,MANBA,TKT,CBLL1,ARGLU1,SECISBP2,LANCL1,POFUT1,HMG20A,FAM8A1,HEATR5B,WWP2,SLC25A36,JAKMIP1,RFWD3,DNAJC8,FUT8,FJX1,AXIN2,PTPN11,BTF3L4,MRPL54,FEM1B,RPL19,CNN2,MTX2,MSH6,PDLIM2,JMJD4,KAT2A,RFXANK,RABIF,ADSL,FBXO9,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,KLF6,COMMD4,GUF1,SMAP2,FADD,MYO1F,CBX3,TMEM127,RPL32,ZHX1,OAZ2,DDX5,NDUFS5,WDR62,WDR91,TAF6,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DH1,CTPS1,ATP6V0A2,PCYT2,PIKFYVE,RNF135,GNAI2,LPCAT1,ANKHD1,EEF1D,TMED2,MORC3,TERF2,DDX28,SIGMAR1,PIP4K2C,DCTD,FAM133B,RIT1,PLEC,PKM,KDM3A,SF3A2,PATL1,FAS,ADSS,EPRS,ZNF777,TMEM54,NSF,DCK,ERGIC3,ACLY,VCPIP1,TCOF1,YY1,MAP3K5,PPP6R2,RNF14,CDK2,CABLES1,NRBP1,ZC3HAV1,DNMT3A,RWDD1,TRIP10,URB2,SF3B1,CAST,SUZ12,RPS6KA1,MAGED1,GPR89A,EIF3D,OLA1,KLHL18,ADPGK,AP1B1,SLC25A44,SDHA,PHC2,FLAD1,CRKL,TERF2IP,CYHR1,APLP2,ZNF75D,SHC1,KDM2A,UCHL5,CDKN1B,TALDO1,NAA35,TMBIM1,CCT2,ATP13A1,RFC3,MAPRE2,MKLN1,HMGN4,ERF,CUL3,GALK2,CDC23,AP4E1,H2AFV,SHCBP1,POLG2,DHX57,PRDM11,NSA2,VEZF1,HSPA4,PPP2R5A,MRPL55,JAK1,ACYP1,TBL3,PPA2,SEL1L,STAT1,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,OTUD5,NCOR2,PKP4,SCAMP3,C1orf112,BABAM1,TCF3,MRI1,BRAP,SLC25A12,MYNN,AGPAT3,BLM,FOXO3,REEP5,RAB11A,CCDC28A,MAD2L2,TMCC3,GTF2F1,RBM17,PTEN,RPL17,CRAT,AHSA1,CENPJ,PRC1,UPF2,COPS7B,SLC38A10,TAGLN2,OSTC,CNOT6L,CNPY3,UBE2M,IFT46,PACS2,NCOA2,SMC4,TMEM160,TSHZ1,ZFP64,DENND4C,NET1,NEK7,RPL8,PARP4,ILF3,TBRG4,ANAPC2,LRRC1,RHOT1,MARK2,ECH1,YIF1A,NUCB1,GNA12,FBXO21,SGSH,C1orf131,SLC38A7,TTLL4,TFDP1,STX18,KHSRP,CCDC69,BRWD3,SSSCA1,BYSL,S100PBP,ESYT2,MIB2,PTMS,UBE2E2,SKA3,NPHP4,ST13,TMEM184B,PLXNC1,UBN1,DCAF15,NF1,ALKBH5,DNAJC24,ZNF107,UBE2Z,TAF6L,AGFG1,SIRT2,KIF2C,SLC29A1,FKBP2,USP48,BECN1,MAPK14,CUTC,SNAPC4,RNF103,EDC3,BCAT2,UBLCP1,MBD4,ZNF804A,RAP1A,EIF4A3,THADA,AP3S2,METTL14,DPYSL2,ATG3,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,PPP1R12C,AKR1B1,KIF22,NDUFB9,JOSD1,ZBTB22,RP2,NFU1,TTC4,TECR,ARID4A,TRIM14,FGFR1OP2,TIMM50,COPS8,FYTTD1,TDP1,TRIM8,DPM1,FOPNL,SLC16A7,SLC25A22,STK17B,DHX15,ABHD5,CHAF1A,CXXC4,UBTF,GEMIN5,PAF1,IARS2,ATXN2L,GALNT10,SASS6,PSMC1,STARD3NL,SLC12A7,TBC1D12,PIGN,TM9SF4,AGTRAP,ZNF768,UFC1,TIA1,MED13L,XPO7,EPHX2,SRRT,RHBDD1,NFATC3,ZNF449,BUD31,ZNF335,CAPZA1,GLTP,YBX1,BCL2,KIFAP3,KNTC1,ACAD8,UBE3C,N4BP2,HP1BP3,VOPP1,CIC,OXR1,SEPT7,CAND1,GNAS,TSC1,NAP1L1,RBM25,CDCA5,ODF2,EXOC4,KIAA1328,PITPNA,ZFP90,NUP62,NAA20,RBBP4,PDSS2,PTDSS1,ZBTB24,SMARCD1,TMEM106C,MBD1,WASF2,MMACHC,ASH1L,IMMT,IFI27L1,GNPNAT1,MPHOSPH8,CHERP,WDYHV1,HNRNPUL2,PLAGL2,CHKB,IRF3,TWF2,CHD1,MEAF6,PAIP1,C2orf68,ANKRD28,FARSA,CCDC50,AKAP8,PARL,RPN2,SCAMP4,APOOL,CHTOP,PDIA6,F2R,SCYL3,TMEM14C,ABI1,HTRA2,RLIM,ACSL5,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,TOR1AIP2,BUD13,NDUFB1,PEF1,GFER,EIF3G,BTBD1,RAD54B,DAP3,ZNF317,TULP3,WDR59,CANT1,SCARB1,GAS2,AKNA,SMURF1,REEP4,TSPAN5,CBX4,KIF3B,CDS2,GOLPH3L,SH2D3A,EYA1,TOR3A,CDK2AP2,SRGN,DBF4,KLF13,MFSD10,MAN1A1,SAC3D1,FBXO5,GART,CTNNBL1,TANK,BRD7,TTC17,SAMD4B,PAQR6,GINS1,ZDHHC18,GTF3C6,TELO2,CSNK1G2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,POLR3GL,WDR81,MEN1,ZNF407,SYMPK,TARS,SNRPA,MFN2,MAPK3,HLA-B,ATAD2,ZNF330,OSBPL8,KBTBD7,MBD6,SRSF3,PREPL,IDH3B,TATDN1,ATP6V1C1 parathyroid parathyroid 0.297727518495437 -1.21157657823064 487 77 0.0297642056436026 2587 17385 23649,9637,7249,57661,22993,9919,1105,329,55215,1031,57721,26015,7267,51434,1983,54989,157680,55602,4893,6628,10589,83693,57486,6241,163590,6009,8661,10036,3716,7289,8473,8237,80346,25913,19,2130,63922,8604,84908,1176,79577,5925,64759,4775,9126,9738,23545,64794,5833,9794,51631,81542,57553,4670,84284,9648,9761,2987,7753,55074,3845,27102,4221,23499,3832,8539,132884,2778,847,2058,10492,5307,5597,254065,3265,50619,1029 POLA2,FEZ2,TSC2,PHRF1,HMGXB3,SEC16A,CHD1,BIRC2,FANCI,CDKN2C,METTL14,RPAP1,TTC3,ANAPC7,EIF5,ZNF770,VPS13B,CDKN2AIP,NRAS,SNRPB,DRAP1,HSDL1,NLN,RRM2,TOR1AIP2,RHEB,EIF3A,CHAF1A,JAK1,TULP3,OGT,USP11,REEP4,POT1,ABCA1,EWSR1,CHTF18,SLC25A12,FAM136A,AP3S1,CDC73,RB1,TNS3,NFATC3,SMC3,CCP110,ATP6V0A2,DDX31,PCYT2,MAML1,LUC7L2,TMX1,MICAL3,HNRNPM,NTPCR,GCC2,MLEC,GUK1,ZNF202,OXR1,KRAS,EIF2AK1,MEN1,MACF1,KIF11,API5,EVC2,GNAS,CAT,EPRS,SYNCRIP,PITX1,MAPK6,BRWD3,HRAS,DEF6,CDKN2A skin-head_neck-carcinoma-Merkel_cell_carcinoma skin-head_neck-carcinoma-Merkel_cell_carcinoma 0.303480330516239 -1.19243847942547 13 3 0.00115964437572478 2587 17385 3845,4893,5728 KRAS,NRAS,PTEN skin-upper_extremity-carcinoma-Merkel_cell_carcinoma skin-upper_extremity-carcinoma-Merkel_cell_carcinoma 0.303480330516239 -1.19243847942547 13 3 0.00115964437572478 2587 17385 3845,4893,5728 KRAS,NRAS,PTEN skin-lower_extremity-carcinoma-Merkel_cell_carcinoma skin-lower_extremity-carcinoma-Merkel_cell_carcinoma 0.303480330516239 -1.19243847942547 13 3 0.00115964437572478 2587 17385 3845,4893,5728 KRAS,NRAS,PTEN bone-maxilla-other-ameloblastoma bone-maxilla-other-ameloblastoma 0.303480330516239 -1.19243847942547 13 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS ovary-carcinoma-transitional_cell_carcinoma ovary-carcinoma-transitional_cell_carcinoma 0.303480330516239 -1.19243847942547 13 3 0.00115964437572478 2587 17385 3845,672,1788 KRAS,BRCA1,DNMT3A haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-acute_lymphoblastic_leukaemia haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-acute_lymphoblastic_leukaemia 0.303634123387618 -1.19193184390171 2128 325 0.125628140703518 2587 17385 51552,23511,7249,9091,1831,5361,6574,25864,29904,1020,7391,10073,10783,23047,994,51257,25976,122416,1786,117246,64223,9736,1263,27315,4893,23762,208,55872,4288,11083,8541,9212,8661,4216,25855,115509,3984,55526,6041,5214,2130,63967,79142,5562,7204,29888,2683,9493,4125,2145,440275,4853,133746,4174,9343,1612,5261,3475,54881,79837,222658,23176,8289,5605,10694,9782,8175,388,84295,7520,2058,950,55627,4217,9701,1017,29959,80221,57679,1029,3735,162979,112858,1788,23451,6195,5894,23304,9500,288,8664,5879,347734,5566,23683,22992,6888,51755,79571,23476,2077,57120,9448,23558,535,9088,10155,4144,11198,6873,8427,5830,5525,29927,3716,112936,28996,6294,23335,64327,22954,8703,1783,8899,2584,9612,338692,353274,4719,6929,8315,9354,641,54497,152789,2962,65095,5728,9138,5781,64708,374655,53373,2956,6709,5170,79183,10194,7128,55667,140609,3609,55288,10212,3832,2011,8301,23646,6573,9817,2874,5597,23473,439,79968,9700,1642,79711,23649,7325,1314,4763,84919,7841,1457,10629,1432,9815,200424,27,4218,57721,11021,2120,23446,3032,3835,51006,10460,6733,5796,11140,5347,10920,10522,23020,1952,54468,123811,9874,2764,990,672,23344,58508,11054,27005,9262,1731,79735,54014,1107,6794,60,11200,140831,10980,8216,51035,10664,7072,3831,8621,203054,139818,55252,51593,23165,55646,5925,4775,23648,23625,9646,27245,58986,55728,1456,50809,8861,8491,27102,3845,1613,84930,5704,2778,58517,29095,10492,64418,113130,84166,54496,79672,10140,9841,22850,7874,27243,122509,221092,1120,3661,4067,11344,5093,1105,8078,2193,5164,152137,26015,11151,2149,57147,5436,4773,9631,221656,63931,56931,22937,23118,1198,10922,5709,10440,6778,11329,949,3020,5594,80346,66005,27333,57410,81620,23647,375,1452,64151,84340,55681,4121,56897,2261,53918,215,6774,818,1455,7156,9382,23365,89941,7942,5595,5976,10868,26750,10114,3265,112483,5866 RAB14,NUP188,TSC2,PIGQ,TSC22D3,PLXNA1,SLC20A1,ABHD14A,EEF2K,CDK5,USF1,SNUPN,NEK6,PDS5B,CDC25B,MARCH2,TIPARP,ANKRD9,DNMT1,FTSJ3,MLST8,USP34,PLK3,PGAP2,NRAS,OSBP2,AKT2,PBK,MKI67,DIDO1,PPFIA3,AURKB,EIF3A,MAP3K4,BRMS1,ZNF689,LIMK1,DHTKD1,RNASEL,PFKP,EWSR1,CLSPN,PHF23,PRKAA1,TRIO,STRN4,B4GALT1,KIF23,MAN2B1,EZH1,EIF2AK4,NOTCH2,JMY,MCM5,EFTUD2,DAPK1,PHKG2,IFRD1,TEX10,PIP4K2C,KCTD20,SEPT8,ARID1A,MAP2K2,CCT8,MATR3,SF3A2,RHOB,PHF6,XRCC5,EPRS,SCARB2,SMPD4,MAP3K5,PPP6R2,CDK2,NRBP1,ACSF2,ALS2,CDKN2A,KARS,ZNF296,TP53RK,DNMT3A,SF3B1,RPS6KA1,RAF1,UBR2,MAGED1,ANK3,EIF3D,RAC1,SLC35B2,PRKACA,PRKD3,KDM2A,TALDO1,CDK12,GCC1,BRD4,ERF,GOPC,MAP4K4,WBP2,ATP6V0A1,PKMYT1,TRIM28,MAT2A,SUPT16H,TAF2,ZNF282,PEX5,PPP2R5A,SEC61A1,JAK1,VPS26B,HIPK2,SAFB,WDR7,LMBR1,TRIM32,B4GALT3,DYNC1LI2,PRPF4B,GALK1,NCOR2,ANKRD13D,ZNF445,NDUFS1,TCF3,BRAP,UBE4A,BLM,HEATR5B,JAKMIP1,GTF2F1,KRI1,PTEN,ARHGEF1,PTPN11,COPS7B,ZNF710,TPCN1,MSH6,SPTAN1,PDPK1,TTPAL,TSHZ1,TNFAIP3,DENND4C,NEK7,ILF3,RHOT1,DDX39A,KIF11,MARK2,PICALM,PLD3,SLC19A1,KEAP1,GPS2,MAPK6,CAPN7,ASNA1,WDR76,ESPL1,DDB1,IPO4,POLA2,UBE2E2,COPA,NF1,PPP1R15B,MOGS,CSNK2A1,TAF6L,MAPK14,GIT2,TET3,ABL2,RAB8A,METTL14,RAB35,ETV6,SLC44A1,HADHB,KIF22,SLC35C2,TACC3,SRPK2,PTPRK,CDC37,PLK1,COPS8,DEAF1,SNRNP200,CELSR2,MIOS,FOPNL,TLK1,GMFB,CDC6,BRCA1,ESYT1,KMT2C,OGFR,USP21,STK17B,SEPT1,TBC1D17,BRWD1,CHD3,STK11,ACTB,CHEK2,ZSWIM3,COPS6,LZTR1,UBXN1,CTCF,TIA1,KLC1,CDK13,ADCK5,DOCK11,ASXL2,SRRT,NUP205,LYAR,RB1,NFATC3,SSBP3,FAM89B,CTR9,AHDC1,TMEM8A,N4BP2,CSNK1G3,HP1BP3,LDB1,MAP4K3,EIF2AK1,KRAS,DAPK3,MASTL,PSMC4,GNAS,RBM25,ORMDL2,SYNCRIP,TMEM168,CDCA5,NLRC5,PRMT7,FN3KRP,TOB1,ZBTB24,ADNP2,USP7,CHMP2A,IFI27L1,HNRNPUL2,CHKB,IRF3,LYN,TWF2,PCBP1,CHD1,USP5,FARSA,PDK2,CCDC50,RPAP1,CORO1A,F2R,SCYL3,POLR2G,NFATC2,NUP155,KDM1B,MRPS14,DUS3L,SCAP,TAB2,CLK3,FASTK,PSMD3,TIMM17A,STAT6,STK38,SCARB1,H3F3A,MAPK1,REEP4,CHID1,GOLIM4,SCYL1,CDT1,ARFIP2,ARF1,CSNK1A1,NCAPG,GFM2,SCYL2,MAN1A1,WRNIP1,FGFR3,PELO,ABCD1,STAT3,CAMK2G,CSNK1G2,TOP3A,COG1,ARHGEF12,RHOT2,TFEB,MAPK3,UPF1,USP20,RPS6KC1,HIPK3,HRAS,SAT2,RAB3IL1 cervix-carcinoma-squamous_cell_carcinoma cervix-carcinoma-squamous_cell_carcinoma 0.304282762123108 -1.18979787132388 12126 1816 0.701971395438732 2587 17385 51696,65986,7249,89845,3074,10618,81669,5936,10838,26263,6147,29904,51078,55172,5887,51102,8907,1785,1408,79102,55379,30834,25976,4249,9736,578,284001,84527,22836,4893,79813,56992,11169,54531,10204,11083,23559,57403,378,79026,4087,81572,6233,399687,8473,9377,6041,4086,4946,311,10285,27250,84275,124411,55916,59269,63967,9703,26088,84939,51622,7204,51596,1660,51715,54930,10081,83464,5715,5073,79577,55142,140465,9276,2086,9126,401152,1954,9343,50628,219927,10898,9961,79902,22870,387338,51631,51386,55109,221937,79171,9219,55253,23560,6746,9452,9100,55700,4580,2002,7458,94097,10916,2339,3836,57544,2114,129450,26100,91603,22902,10611,80221,11222,57679,11336,90933,1728,25886,288,56910,22974,54662,283899,347734,253558,3925,220869,8895,85021,55147,147923,25909,25771,23616,9112,57533,79876,10691,55968,1185,55752,57117,23171,23144,58490,26099,29886,8904,10952,79956,5441,79607,57120,3419,51340,1153,1871,4209,10430,79807,85461,4144,64599,55751,3796,11157,64770,23603,79823,1762,92806,5536,10531,203068,353274,80829,22927,51605,83605,11119,55102,84836,51447,10654,84878,5708,3696,51117,150472,10075,381,9138,339324,80218,308,26046,89910,8128,6837,6709,57062,255758,6867,57380,84298,117177,23548,8301,27340,9467,6573,84061,2874,51,8636,84875,7533,168451,23505,64743,81559,116496,64848,29907,9939,29937,27044,80230,201292,55215,10914,10444,5621,1390,55120,200424,4218,23225,84662,221294,26173,3572,23446,26155,10460,157680,5347,1952,10801,54468,9978,51107,6628,10635,58486,8624,150468,990,3594,55193,55692,27005,55341,127687,10555,1107,8754,92714,3838,9128,1855,84277,1201,221336,23272,55768,25913,8650,163050,148304,348180,64761,55355,11331,3300,1063,85409,6383,3831,51142,1327,203054,8621,5870,3337,10787,55316,57492,64759,6945,92912,9738,23303,155061,7507,23204,9646,191,5935,2733,90678,8508,84284,11057,50717,50814,2181,8861,262,157922,8491,388561,25852,51657,3663,9397,166379,6257,25873,6390,5108,2590,64418,29095,9167,84166,55625,116224,64374,92675,84280,4649,440279,7874,9092,84231,8802,196528,56255,26092,6513,55659,56889,64121,526,5093,4067,10134,7675,7409,11339,4899,25888,55900,27154,54521,51400,26015,23435,55973,10768,3998,11171,10106,147949,27339,83891,51780,55114,330,9674,163131,5538,7879,9631,64421,25978,7416,63931,8667,79651,57794,3416,8449,5933,11329,137886,10922,115426,7517,3020,63027,66005,4089,56288,83596,55191,85451,11333,54495,2971,375,56996,64151,55681,10844,8323,8916,9456,1520,84172,23595,6048,91746,56342,53,387,79366,9044,29081,10061,7156,23365,5905,50640,84759,8539,51663,9416,782,7726,11196,84456,55247,1486,56987,1869,10868,3614,3516,7026,5223,3428,23511,4149,25957,10015,7798,283464,94107,5589,102,1831,30827,8454,2992,7329,50804,51312,57168,22852,5036,25926,84922,7752,6434,8801,1836,168850,6731,23762,7071,54888,114294,23326,5982,84932,1207,8661,5557,9203,55677,84444,4216,55608,7454,7174,4134,51264,689,138639,29080,51068,53635,55119,5965,51759,1329,80331,60592,1725,23708,7410,56172,6240,22839,9744,128387,2683,5827,84908,9913,7633,5663,55858,23042,84313,374291,55666,4849,55249,57599,10615,60314,6184,9731,431707,51088,10092,223082,55144,4436,1612,54872,8460,23194,1537,84629,221061,94120,8542,2222,9655,1984,9648,5558,22936,9948,157506,64763,4242,79169,26003,5393,8289,154,830,8087,754,10694,4548,221830,8165,55361,3151,7520,79139,847,5204,28231,10797,2801,27316,51586,9063,81610,84669,55198,116985,23523,142891,55627,2821,11165,1029,118472,9595,112858,4287,9185,9230,5894,9778,598,79074,51293,390916,1666,890,9110,9663,115,9306,23107,7267,7159,9716,389677,80895,51755,23141,23476,8872,26502,7417,56262,26610,83451,8721,9088,79754,23085,27230,10155,11198,51321,27335,55139,5889,3094,1650,79980,54487,6294,55871,56926,57673,2139,1783,8745,8899,4719,254428,9334,4204,4126,7086,79872,55082,79048,10314,23509,10363,54497,3105,11060,152789,55186,8812,22826,2530,24147,8313,10116,1265,2956,64236,65094,353322,2648,79836,5877,158,26268,55690,9790,3784,23252,3832,1316,54939,60558,23499,64744,8772,51100,4542,11335,55654,11244,4947,1655,284403,29062,6878,9700,5813,1642,50619,644815,79711,23649,93183,26151,7629,29933,1314,22993,57661,55585,11156,23456,55299,9801,10992,78991,667,998,23336,2806,11021,221895,55094,51006,10498,6733,55255,51520,23020,4690,51056,987,140890,25870,23760,58508,11054,5635,4122,51668,56478,54014,5496,23350,4253,27297,79777,9031,10795,6794,11200,27183,140831,56994,158427,8816,823,7323,54780,4659,55596,51035,4666,29924,9159,9967,135293,63929,5997,7270,169714,8559,23165,1119,55646,51514,84246,54764,6558,9114,1456,5438,10906,10147,6128,83939,84447,79811,1613,132884,84930,6675,80311,4783,79672,7534,5476,6625,30844,28978,116461,10443,22850,6938,79585,4191,5395,6597,83549,4998,23155,79595,54700,165324,3376,4931,10849,9928,51013,1431,51706,1212,54989,10126,9166,1477,56893,5229,339175,55234,84108,6310,4967,23299,23705,64224,55741,53615,8050,6203,84964,5445,6836,56931,10236,6778,11234,406,81611,2289,84336,202243,65980,5594,19,57106,27000,2730,9320,257218,8480,53371,11311,5074,4650,23142,5305,84340,9213,84888,83706,3799,79072,2261,27252,9632,9360,6238,54503,147184,9181,9776,143458,79033,6774,10559,4644,57553,57185,60481,51105,55827,51409,51571,51300,55254,55269,92797,57708,27032,152579,117584,9382,23186,3275,57446,728642,221496,5976,9844,23264,23220,38,1955,80152,57178,8985,7013,3265,5866,57688,54520,51552,118,64960,9682,9091,331,10554,1659,2746,26051,8761,805,10783,84081,9910,23047,57600,9972,8514,64223,1263,27315,79894,11070,84545,389072,4170,10592,84259,8541,25855,91107,55717,8312,3984,115509,25824,11101,6483,84851,26224,1870,83752,5214,8086,6749,11325,65005,79142,29888,64781,7155,6522,84133,2145,3693,4000,65992,2799,8894,92745,25896,4174,284695,134111,79587,7916,9821,23270,29035,10771,9489,6302,54505,11253,54881,6204,4605,54887,9139,23,9782,23154,388,389257,5792,56986,950,114885,79080,84193,93081,375743,57472,122060,54820,3073,57231,11236,54583,7756,84079,284352,21,55809,23304,9557,23038,22879,4627,81614,83540,10308,5566,6941,9667,153396,54467,8027,23059,23683,488,6672,7586,2926,54877,57122,81573,51434,25897,80254,57506,143684,1386,79571,1639,113,22875,8036,84722,9448,535,157313,51203,3301,56834,10521,284325,54927,6873,5830,8881,28996,23335,154141,148022,2521,8566,27107,8161,7804,23143,136051,2584,6187,309,51643,64395,23210,84335,9354,2113,168374,56902,65095,824,26273,2079,120,79723,283459,5511,11108,79833,51512,55802,23170,6443,53373,81542,3613,126321,10726,3945,5170,5530,254552,7128,2987,51426,2581,84450,23313,10899,2014,10212,6117,643641,7733,81930,9817,5426,8030,9797,5307,5597,5371,10128,4065,201725,3148,23179,5660,79968,3476,11124,29945,6723,1355,9984,375790,60313,84919,10969,9919,9815,329,286826,9231,27,5111,51193,55687,5296,2120,60490,200081,118813,4603,55749,5796,11140,10057,4234,57326,3035,11176,9874,222484,7430,4041,672,23344,8675,2035,1809,1731,79735,55038,4796,4669,122809,55278,60,9780,64172,7596,79903,79760,22928,8216,10664,427,29127,5532,8702,139818,6018,55252,51379,51735,5925,7408,81671,23759,8914,10999,27245,9794,58986,5832,4363,10113,9267,83696,65985,51072,23168,27102,3845,10277,10552,7727,2803,150771,996,79728,10492,8773,5634,9519,54496,55905,166815,154881,7360,2305,56949,8655,11316,84268,5886,6135,58527,7812,533,5164,4193,55342,64981,5134,11151,51108,1856,134359,2760,1209,6159,11224,143471,57404,65010,9107,4773,9129,221656,10907,221079,3921,57602,6426,54431,51069,476,1198,22937,90592,55165,126328,55192,80818,8648,54532,51629,51530,7705,127002,57508,9150,60682,51018,10020,10865,79677,23647,285362,55922,23062,1176,80010,28969,7037,56897,5771,4723,6509,51372,215,79019,10728,79657,53942,9761,7753,91057,23398,26240,89941,55108,4758,7165,150726,332,9342,7030,55536,2734,10857,84668,5311,34,91782,26750,84838,4712,440026,29801,6890,387921,5361,121457,6574,170622,255520,3833,10073,79007,606495,55010,994,84279,23228,1786,79159,80228,8615,79065,208,55035,4288,11218,51005,9212,51809,90411,899,7763,292,84549,3703,9317,10785,1939,3688,55526,23212,7188,409,10313,90850,258010,23586,114825,5479,10808,54923,9535,4594,63922,3133,84890,9493,10237,4853,4125,56339,133746,8837,55298,51320,112574,51564,622,23545,5833,200576,84282,2771,79888,54882,1936,23515,2512,55794,10280,79837,222658,1635,257415,5339,6016,10452,5315,55818,219988,355,2058,27153,113452,4905,5859,1633,47,254531,80124,6949,7528,9701,55291,4217,9604,1017,29959,56829,1788,90196,9322,84614,9816,831,23512,23451,9500,5879,8664,29789,23276,83440,162,9673,8303,6389,2783,1912,80308,64112,50626,334,7626,22992,51377,30000,60560,64114,10576,55602,5983,57130,4289,2077,8452,57691,2585,8697,23431,79801,54433,5698,11232,90957,56981,10412,3308,5525,3716,23015,10607,6772,54758,22954,8703,22984,23300,10721,5454,55593,9612,338692,8502,10067,27291,55732,6929,84245,83461,8315,8604,55892,641,6697,7905,57458,2962,84991,5728,1384,55835,9055,26019,124565,8407,246175,10695,56912,23241,10499,10051,10194,55734,84153,10276,140609,163486,55667,57418,6132,143,29882,55227,55288,6157,90121,2011,1891,5052,2768,23014,4924,9146,128061,55238,9654,5203,10935,4236,7027,8570,439,254065,132864,51699,705,64766,57488,142678,9592,261734,6767,10154,4839,29855,4763,54890,7841,51427,10629,3267,22933,11004,2030,2286,84196,6634,29978,8678,1432,6621,7844,80153,587,8930,91752,5906,9775,63892,10239,1808,64422,54928,54680,92241,10745,6717,231,3835,9929,9278,6102,27247,7268,5926,9830,26127,55775,9194,6241,79751,9262,1665,10036,7343,25929,54623,55293,10084,55699,11273,55568,163786,5700,10723,23556,79724,51506,23389,4205,23039,2053,51593,57095,4775,203523,63925,22920,9735,27034,9690,55728,10945,50809,223,7743,81552,7264,23152,55074,79896,989,9636,79640,55832,2778,7248,4673,58517,26012,113130,4957,60412,5306,146198,23636,140838,5928,57107,80097,9791,79034,9841,6602,10163,55870,10989,64841,54737,10523,221092,5326,1120,11344,1105,10605,388969,23243,126549,2193,152137,56681,10270,55486,139322,10130,2149,60343,57147,10006,51132,51703,83989,26048,57486,7456,163590,64343,4707,84811,8666,53339,25788,7818,57693,23118,4616,79726,124583,949,2620,8237,80709,57154,80346,55844,10098,8535,9371,8760,28986,55204,10045,839,2138,10263,5552,10926,258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H5,MOGS,ZNF107,TAF6L,AGFG1,SIRT2,KIF2C,SLC29A1,FKBP2,USP48,SNRPD3,UBQLN2,BECN1,MAPK14,SNAPC4,RNF103,EDC3,BCAT2,MBD4,ZNF804A,RAP1A,EIF4A3,THADA,AP3S2,DPYSL2,ATG3,IMPAD1,ZNHIT6,RCSD1,PHTF1,SRI,AKR1B1,KIF22,JOSD1,ZBTB22,RP2,NFU1,TTC4,ARID4A,TRIM14,FGFR1OP2,TDP1,SLC16A7,RRM2,SLC25A22,STK17B,DHX15,CHAF1A,UBTF,GEMIN5,PAF1,UEVLD,PQBP1,IARS2,ATXN2L,GALNT10,SASS6,PSMC1,SLC12A7,PIGN,ZNF768,UFC1,MED13L,MEF2A,XPO7,EPHX2,SRRT,PITHD1,NFATC3,ZNF449,ZNF335,KIFAP3,KNTC1,ACAD8,UBE3C,N4BP2,KDELR1,HP1BP3,ALDH9A1,ZNF189,VOPP1,TSTA3,CIC,OXR1,THNSL1,SEPT7,ISG15,C22orf46,CAND1,GNAS,TSC1,NAP1L1,RBM25,NSMF,CDCA5,ODF2,EXOC4,PITPNA,ZFP90,NUP62,NANP,RBBP4,PDSS2,MZT2B,PTDSS1,C7orf26,ZBTB24,SMARCD1,WASF2,ASH1L,IMMT,GNPNAT1,MPHOSPH8,CHERP,HNRNPUL2,PLAGL2,CHKB,TWF2,CHD1,PAIP1,C2orf68,ANKRD28,ANKLE1,FARSA,CCDC50,SAR1A,AKAP8,PARL,APOOL,PDIA6,F2R,FAM3A,SCYL3,ABI1,RLIM,ACSL5,FAM172A,ZNF500,NLN,WIPF1,TOR1AIP2,AZI2,NDUFB1,BUD13,EIF3G,BTBD1,RAD54B,DAP3,ZNF317,TAB2,GADD45B,WDR59,CANT1,SCARB1,GAS2,USP11,AKNA,SMURF1,REEP4,PPP2R2D,TSPAN5,CBX4,KIF3B,CDS2,MAGEH1,GOLPH3L,SH2D3A,CASP6,EYA1,CDK2AP2,SRGN,DBF4,LETMD1,MFSD10,MAN1A1,FBXO5,GART,CTNNBL1,TANK,PELO,BRD7,TTC17,SLC25A1,SAMD4B,PAQR6,TELO2,CSNK1G2,GTF3C6,ADAM17,HMGN1,NASP,ASPM,PPP1R21,WDR81,MEN1,ZNF407,SYMPK,TARS,MFN2,HLA-B,ATAD2,ZNF330,OSBPL8,COX8A,KBTBD7,ZRANB2,SRSF3,MBD6,PREPL,IDH3B,TATDN1 central_nervous_system-thalamus-glioma-oligoastrocytoma_Grade_II central_nervous_system-thalamus-glioma-oligoastrocytoma_Grade_II 0.304692714031688 -1.18845150521701 43 8 0.00309238500193274 2587 17385 222658,55298,3836,3020,4763,1029,9203,22850 KCTD20,RNF121,KPNA1,H3F3A,NF1,CDKN2A,ZMYM3,ADNP2 adrenal_gland adrenal_gland 0.309859150654108 -1.17163743748111 2689 409 0.158098183223811 2587 17385 51696,4149,25957,7249,283464,89845,51728,50804,8761,55017,1031,22852,3833,25926,5887,23047,994,23228,25976,578,4893,79813,83693,56992,4288,11169,54531,11083,84549,9203,30968,79026,9317,5714,8312,7174,54955,5778,8473,7188,90850,4946,3066,311,5214,55119,2130,9703,60592,51116,79142,63922,7204,64781,6522,84133,2145,440275,55015,79577,55666,9126,112574,3632,1954,622,4436,1612,3344,200576,10898,54882,1984,51386,9648,157506,23560,64763,54887,5339,8289,830,4350,55818,10694,23,23154,5792,2339,10797,3836,57544,9124,2114,2801,1633,129450,51586,81610,1054,23523,57472,122060,26100,6949,7528,4217,1029,391,1788,23451,23304,288,8664,22974,4627,5566,6389,153396,2783,54386,55147,147923,25909,9112,57533,9663,23107,55968,7267,25897,9716,1386,51755,113,10576,79956,4289,8452,535,79807,54433,10155,64599,5515,27335,7716,1650,54487,148022,5536,10531,8161,1783,10721,8745,8502,55732,80829,91404,84335,51439,7485,54497,88745,25901,57458,55159,51280,79723,10075,5728,55835,5781,10116,55802,26046,4676,23170,54620,10499,126321,3945,10194,5530,2648,79836,84450,143,23593,29882,3784,23548,1891,4924,64423,6573,643641,5426,9654,5307,7027,5371,10128,4065,3148,439,79968,57488,261734,375790,4839,25829,4763,60313,81559,116496,51427,11004,329,6621,64756,10914,9231,23336,26173,55094,3835,1983,5926,5796,10057,55775,81603,118460,10801,1952,54468,11176,7428,987,9194,222484,79751,23344,58508,10036,1809,54014,4796,23350,11273,6794,11200,140831,158427,56994,25913,23232,55355,4659,55596,51307,29924,4205,10787,23039,139818,51735,23165,9684,64759,5925,7408,203523,81671,23303,9646,27245,2733,9735,54764,9114,7743,10906,23152,10147,6128,157922,27102,3845,84447,388561,79811,9397,2778,2803,150771,58517,64418,79728,5634,60412,92675,5476,146198,30844,440279,9791,9841,6602,56647,55870,10989,196528,2305,54148,7371,6597,284273,2132,7675,7409,25888,55342,55486,6185,55973,139322,51108,10130,51780,163131,5229,5538,651746,1371,9107,7456,9631,9129,55741,2178,8666,476,56931,8449,22937,5933,406,115426,8237,80709,3020,19,54532,4089,51530,10463,27000,10045,51018,257218,10926,2971,4650,64151,83706,56897,2261,1520,4723,2618,9632,10010,9181,29117,9776,215,2091,6774,4644,55328,57185,55095,79657,53942,79366,9044,92797,10061,27032,129285,9382,23398,4221,55628,4758,22931,29028,9844,114882,7030,84078,6428,80152,57178,7013,3265 HECA,MAX,PNISR,TSC2,GXYLT1,ABCC10,POLR3K,MYEF2,PABPC4,C14orf119,CDKN2C,ANKRD26,KIFC1,NOL11,RAD23B,PDS5B,CDC25B,PLCL2,TIPARP,BAK1,NRAS,EHMT1,HSDL1,KIF15,MKI67,WDHD1,MIER2,DIDO1,MAK16,ZMYM3,STOML2,AHNAK,PTER,PSMD8,AXIN1,TPP2,C1orf109,PTPN7,OGT,TRAF5,ZNF598,OAZ1,HDAC2,ANXA11,PFKP,PRPF38B,EWSR1,KIAA0100,SCOC,MRPS2,PHF23,CHTF18,TRIO,CERK,SLC4A2,ZNRF3,EZH1,EIF2AK4,PRPF39,CDC73,NPLOC4,SMC3,SNX18,INPP5A,MEGF8,BDH1,MSH2,DAPK1,FOXN2,PIKFYVE,CPSF4,ANKHD1,EIF5A,EIF3L,GCC2,RDH10,GTPBP4,ZNF574,UHRF1BP1,PLEC,ARID1A,CAPZA2,MPG,KDM3A,CCT8,ABCF1,NCDN,PTPRF,FNTA,MTHFD2,KPNA1,TXNDC16,PDLIM1,ETS2,GOLGA2,DCK,TYW5,MED15,FAM83D,CEBPG,CABIN1,CNOT6,SLAIN1,WIPI2,TCOF1,YY1,MAP3K5,CDKN2A,RHOG,DNMT3A,SF3B1,UBR2,ANK3,EIF3D,TPX2,MYH9,PRKACA,SDHA,TMEM161B,GNB2,TERF2IP,RBM23,ZNF420,AHCTF1,MTA1,TBC1D14,LPIN2,MRPS27,NSFL1C,TTC3,RNF19A,AQR,ATF2,CDK12,ADCY7,CCT2,ERMP1,MKLN1,CUL3,ATP6V0A1,GSTCD,GAR1,TRIM28,GIGYF1,PPP2CA,EIF3K,VEZF1,DDOST,DGCR8,TICAM1,PPP5C,PITRM1,COIL,DYNC1LI2,POLQ,ADAM23,PKP4,C1orf112,ZFP91,SESTD1,AKT1S1,FAM8A1,WRB,HEATR5B,RRP36,CCDC28A,TMCC3,RFWD3,GOLM1,SUV39H2,HUWE1,PTEN,CENPJ,PTPN11,FEM1B,DCP1A,LTN1,NAP1L4,TTLL12,FBXL19,NCOA2,MFSD12,LDHB,TSHZ1,PPP3CA,KAT2A,LONRF3,ZNF512,PARP4,HEBP2,ANAPC2,KCNQ1,TTC33,ECH1,NUCB1,INF2,SLC19A1,ZNF862,POLE,TTLL4,PITX1,TFDP1,PML,LRPPRC,LY75,HMGB2,ASNA1,WDR76,ESYT2,NPHP4,AGRN,NOP2,TMEM184B,NF1,GPBP1L1,TRIM11,FAM129A,ZNF107,KIF2C,BIRC2,SNAPC4,ATPAF1,PAPOLA,DLG5,SYNM,INTS1,GPATCH1,KIF22,EIF5,ARID4A,PTPRK,ABCC5,TDP1,TRIM8,EXOSC6,SEPT9,CELSR2,MIOS,BAZ2A,VHL,LRBA,SLC16A7,LNX2,SLC25A22,ESYT1,KMT2C,CHAF1A,DPYSL3,BRWD1,TONSL,U2SURP,ATXN2L,STK11,CHEK2,ZSWIM3,TSTD2,CHPT1,POT1,TBC1D12,HJURP,PPP1R12A,ZCCHC8,FAM53C,EPN1,MEF2A,NCKAP1,XPO7,DOCK11,RAPGEF6,NUP205,LRRC14,TNS3,RB1,VASP,ZNF449,VMP1,KIF13B,CTR9,AHDC1,GLE1,KNTC1,ZRANB1,ATP6V0D1,ZNF189,TRAFD1,CIC,SUGP2,RPL6,CAMSAP1,EIF2AK1,KRAS,SYVN1,ZNF761,SLTM,NMT2,GNAS,GOLGA4,ITPRIPL1,RBM25,TMEM168,PALB2,PRPS2,EXOC4,DTD1,CTSA,ZFP90,EHD4,UNC13C,PTDSS1,ZBTB24,SMARCD1,BCCIP,ASH1L,IMMT,ARID2,FOXM1,MRPL39,UCK2,SMARCA4,ZADH2,EXT2,ZNF121,VAV1,ZNF473,STRBP,PARL,RPN2,BCAP29,APOOL,METTL9,PDIA6,KDM3B,ZNF780B,PGGT1B,PPT1,ANKRD33B,CPOX,MTMR6,WIPF1,NUP155,PRPF3,EDEM2,FANCE,EIF3G,ATP1A1,DUS3L,DHX16,SCAP,RBL1,ARNTL,UHRF2,USP11,AKNA,H3F3A,ABCA1,USP53,SMAD4,ZC3HC1,SLC30A9,DNAJC2,SH2D3A,RRP15,SHPRH,DBF4,GTF3A,MYO9B,NCAPG,FERMT3,WRNIP1,FGFR3,CTSS,NDUFV1,GART,SEC24C,TANK,ARHGEF2,BRD7,ATG13,ABCD1,FBL,STAT3,MYO5A,RNLS,NIPAL3,SAMD4B,RPAP3,CNTN5,HMGN5,BTAF1,HELB,ABCF2,ATP2C1,PPP1R21,COG1,PPWD1,MEN1,ZNF407,NEU1,RAB18,ATAD2,ELMO1,OSBPL8,TFE3,KBTBD7,SRSF3,CENPT,ZMIZ1,TERF1,HRAS precursor_T_cell_lymphoblastic_lymphoma precursor_T_cell_lymphoblastic_lymphoma 0.31036052510505 -1.17002067303537 19 4 0.00154619250096637 2587 17385 3845,5108,4893,1029 KRAS,PCM1,NRAS,CDKN2A forearm forearm 0.315164338721603 -1.15466106597266 81 14 0.0054116737533823 2587 17385 2778,8897,2261,4893,7249,5879,5781,6597,9107,3845,4853,58508,3265,1029 GNAS,MTMR3,FGFR3,NRAS,TSC2,RAC1,PTPN11,SMARCA4,MTMR6,KRAS,NOTCH2,KMT2C,HRAS,CDKN2A virilizing_syndrome_producing virilizing_syndrome_producing 0.322905368784114 -1.13039597458588 327 52 0.0201005025125628 2587 17385 51696,23232,51018,10045,60592,116496,64781,10926,84335,2132,153396,54497,23165,57458,55147,147923,7408,81671,10075,622,1612,29117,55973,1386,54882,10499,10194,578,4893,23152,987,23560,4288,9107,3845,3784,23344,8289,388561,5792,643641,2803,23350,60412,1054,5778,122060,79968,5536,7188,3265,51530 HECA,TBC1D12,RRP15,SH2D3A,SCOC,FAM129A,CERK,DBF4,AKT1S1,EXT2,TMEM161B,HEATR5B,NUP205,TMCC3,RBM23,ZNF420,VASP,VMP1,HUWE1,BDH1,DAPK1,BRD7,BCAP29,ATF2,ANKHD1,NCOA2,TSHZ1,BAK1,NRAS,CIC,LRBA,GTPBP4,MKI67,MTMR6,KRAS,KCNQ1,ESYT1,ARID1A,ZNF761,PTPRF,ZNF862,GOLGA4,U2SURP,EXOC4,CEBPG,PTPN7,SLAIN1,WDR76,PPP5C,TRAF5,HRAS,ZC3HC1 upper_aerodigestive_tract-tonsil-carcinoma-squamous_cell_carcinoma upper_aerodigestive_tract-tonsil-carcinoma-squamous_cell_carcinoma 0.322969126322485 -1.13019854446885 50 9 0.00347893312717433 2587 17385 4893,5728,27316,3845,4853,7763,3265,7270,1029 NRAS,PTEN,RBMX,KRAS,NOTCH2,ZFAND5,HRAS,TTF1,CDKN2A oesophagus oesophagus 0.325072190215382 -1.12370799757859 15441 2305 0.890993428681871 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,RAB22A,SMAD2,MID1IP1,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,ZNF720,SEC61G,GGA1,MUM1,CCZ1,TRIO,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,ERV3-1,PDXP,SMC3,C4orf3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,FAM72D,EXOC3,STARD7,C5orf30,VTI1A,SLC35B2,INO80E,RCOR3,LCLAT1,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,GPD1L,ZC3H3,PDCL3,SNX8,ERMP1,EID1,IDH3A,HTATIP2,MEF2D,TMEM147,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,C14orf132,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,RYBP,PTPN18,MIOS,MBLAC2,SNRPB,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,PARP12,ZCCHC9,CENPF,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,SUB1,RINL,KIF13B,MBD2,XPA,AHCY,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,VAV1,MRPL50,TMEM69,PSMA6,ZNF473,ZNF302,BRPF3,BCAP29,CTDSP2,PRPF19,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,C19orf53,KLHL21,PDAP1,TMX3,CDCA8,GTF3A,SLC12A9,TUBGCP2,DNAJB9,HOMER1,WBP1L,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,NUP188,TXN,H2AFZ,PNISR,PRKCSH,USP39,UBE2I,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,TAF5L,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,FAM72C,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,NPLOC4,CNOT3,WDR48,SPAG5,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,MSH2,PIGG,FBXL7,OSTF1,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,GCC2,PRIM2,ELL2,RDH10,MFNG,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CD320,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,PRPF4B,ADAM23,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,SLC25A36,JAKMIP1,DNAJC8,AXIN2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,MYO1F,CBX3,TMEM127,INF2,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,FAM83G,IPO4,UBL3,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,SUMF2,KMT2C,OGFR,PRPSAP1,RPL37,MAN2A2,EIF4ENIF1,U2SURP,MIA2,ZNF268,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,CS,DNAL4,CSTF1,POU2AF1,UBQLN4,HPDL,PGGT1B,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,C12orf75,STAT3,MYO5A,NIPAL3,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,TMED7,PIGQ,CNTROB,PPP1R16B,GSDMB,PDS5B,NUP153,PGAP2,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,PGS1,MYBL2,UHRF1BP1,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,SARNP,IVNS1ABP,MON1B,NIT2,NUF2,ZNF267,TCF19,TMEM161B,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,LDHB,PPP3CA,POLK,JTB,EMP3,MTMR12,PDE3B,KIF18A,CCDC6,MAPK6,LY75,SLC25A19,RGL1,PSAP,WDR76,FAF1,SNAPIN,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,MCMBP,PTPRK,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,CDCA4,TONSL,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,COPE,HCFC1R1,GGPS1,RAD23A,PDK2,ATP6V0B,STRBP,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL35,BTG2,DNAJC9,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,FAM126A,RPS6KC1,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,ASAP2,SNUPN,CNPY4,PLCL2,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,HSPH1,LIME1,MAPRE1,CHTF18,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SNX18,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,FTL,PHF10,DDX28,SIGMAR1,PIP4K2C,FAM133B,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,CAST,SUZ12,RPS6KA1,RAC1,GPR89A,OLA1,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,H2AFV,GAR1,PSMB9,POLG2,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,ECH1,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,HNRNPH3,TFDP1,STX18,KHSRP,CPEB2,SSSCA1,BYSL,S100PBP,MIB2,PTMS,NOP2,UBN1,NF1,DCAF15,ALKBH5,MOGS,UBE2Z,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,SOX4,ABHD5,CXXC4,UBTF,PAF1,UEVLD,SPATA2,IARS2,ATXN2L,GALNT10,STARD3NL,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,ISG15,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,F2R,FAM3A,SCYL3,TMEM14C,ABI1,HTRA2,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,KLF13,RGS1,HDDC2,MAN1A1,FBXO5,GART,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,ZRANB2,MBD6,SRSF3,IDH3B,TATDN1,ATP6V1C1,TSC2,LACTB2,CMTM6,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,GINS4,KRIT1,BOLA3,AHNAK,RAD18,RNASEL,CHPF2,OAZ1,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,CD59,RNFT1,RIMS3,MEGF8,EFTUD2,FBXO7,CPSF4,LUC7L2,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,TPX2,TBC1D13,DAZAP2,GLRX3,STMN1,C19orf48,REPS1,CBWD5,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,CPNE1,SEC61B,FAM118B,GOPC,E2F3,CIRBP,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,PMVK,IFT27,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,GTF2H2,FBXL19,TTPAL,UTP20,MAGT1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,SLC44A1,MTPN,ASB6,PLK1,RPP25,SEPT9,CELSR2,RBX1,ZBED5,CKAP2L,PSMG1,EAF2,IL12RB1,LUC7L,LSG1,NECAP2,C1orf122,TRIM4,ALG3,AGPAT2,CHD3,ZNF367,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,NMT2,IRF5,HAUS8,MBIP,COX7A2L,ZDHHC7,SIL1,DTD1,UNC13C,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,ZFYVE21,TM9SF3,RRAGC,ZNF121,OIP5,NRF1,WDR44,PPME1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,GXYLT1,LUZP1,ADAM10,CXXC1,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,LACTB,RFC2,RAB2B,PRIM1,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,MRPL27,PTPDC1,NMD3,CCDC59,PTOV1,DNAJC5,SCOC,DHPS,ANKH,C16orf87,PRKAA1,VAV2,GSPT2,TATDN3,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,PI4K2A,CAT,DERL1,HSPBP1,CEBPG,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,NUDT19,DECR1,SIAH1,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,OAF,VDAC2,EDF1,EML4,ERC1,AMZ2,ANKZF1,RAD51C,ZNF282,DSN1,DDOST,DGCR8,SAFB,HAGHL,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,B4GALT5,SLC41A1,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,EBP,RFWD3,NDUFA2,FJX1,FUT8,BTF3L4,PTPN11,MRPL54,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,OAZ2,NDUFS5,WDR91,HIGD2A,POLA2,ZNF76,COPA,PHRF1,HMGXB3,ABCB10,MAP1LC3B,DST,RAB35,SIVA1,GPATC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mixed_small_cell_carcinoma-adenocarcinoma mixed_small_cell_carcinoma-adenocarcinoma 0.326272723444812 -1.12002167236516 88 15 0.00579822187862389 2587 17385 22852,5925,22936,27032,157506,4288,9744,200081,116224,9278,4125,27436,9262,5926,5996 ANKRD26,RB1,ELL2,ATP2C1,RDH10,MKI67,ACAP1,TXLNA,FAM122A,ZBTB22,MAN2B1,EML4,STK17B,ARID4A,RGS1 ovary-carcinoma-clear_cell_carcinoma ovary-carcinoma-clear_cell_carcinoma 0.329861250184907 -1.1090831669223 676 105 0.0405875531503672 2587 17385 112858,1788,7249,4763,89845,6195,5894,1457,6597,5566,11344,4067,1432,29904,1020,27,5164,23683,10783,2120,54776,57147,51755,6733,5347,1263,10576,4893,23476,208,7428,57120,55872,9874,9448,9088,672,9212,58508,9262,10155,4216,3716,4796,1198,11329,28996,10922,3984,527,6794,6041,11200,5594,4089,3066,8899,10723,5562,57410,7204,84245,23389,8621,203054,440275,1452,57492,28969,55681,2261,5925,5728,10010,4436,1612,6558,5261,818,2956,1456,5170,1455,140609,27102,8491,3845,8289,2011,5605,1613,5595,84930,2778,5597,9063,4217,7026,1017,26750,10114,3265,29959,1029,22850 TP53RK,DNMT3A,TSC2,NF1,ABCC10,RPS6KA1,RAF1,CSNK2A1,SMARCA4,PRKACA,TWF2,LYN,MAPK14,EEF2K,CDK5,ABL2,PDK2,PRKD3,NEK6,ETV6,PPP1R12C,SCYL3,CDK12,SRPK2,PLK1,PLK3,CCT2,NRAS,BRD4,AKT2,VHL,GOPC,PBK,TLK1,MAP4K4,PKMYT1,BRCA1,AURKB,KMT2C,STK17B,TRIM28,MAP3K4,JAK1,TONSL,CLK3,STK38,HIPK2,FASTK,LIMK1,ATP6V0C,STK11,RNASEL,CHEK2,MAPK1,SMAD4,HDAC2,PRPF4B,SLC12A7,PRKAA1,SCYL1,TRIO,MRI1,MED13L,CDK13,ADCK5,EIF2AK4,CSNK1A1,ARID1B,BZW2,SCYL2,FGFR3,RB1,PTEN,TANK,MSH2,DAPK1,SLC12A2,PHKG2,CAMK2G,MSH6,CSNK1G3,PDPK1,CSNK1G2,NEK7,EIF2AK1,MAP4K3,KRAS,ARID1A,MARK2,MAP2K2,DAPK3,MAPK3,MASTL,GNAS,MAPK6,PIAS2,MAP3K5,NR2F2,CDK2,RPS6KC1,HIPK3,HRAS,NRBP1,CDKN2A,ADNP2 urinary_tract-ureter-carcinoma-transitional_cell_carcinoma urinary_tract-ureter-carcinoma-transitional_cell_carcinoma 0.339038667268985 -1.08164111536598 8 2 0.000773096250483185 2587 17385 2261,23451 FGFR3,SF3B1 chronically_sun_exposed_site chronically_sun_exposed_site 0.339038667268985 -1.08164111536598 8 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-lymphoplasmacytic_lymphoma haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-lymphoplasmacytic_lymphoma 0.339038667268985 -1.08164111536598 8 2 0.000773096250483185 2587 17385 8289,1029 ARID1A,CDKN2A gastrointestinal_tract_(site_indeterminate)-carcinoma gastrointestinal_tract_(site_indeterminate)-carcinoma 0.339038667268985 -1.08164111536598 8 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS upper_aerodigestive_tract-sinonasal_and_nasal_cavity-carcinoma-neuroendocrine_carcinoma upper_aerodigestive_tract-sinonasal_and_nasal_cavity-carcinoma-neuroendocrine_carcinoma 0.339038667268985 -1.08164111536598 8 2 0.000773096250483185 2587 17385 3845,2130 KRAS,EWSR1 mixed_cell_carcinoma mixed_cell_carcinoma 0.339038667268985 -1.08164111536598 8 2 0.000773096250483185 2587 17385 3845,5728 KRAS,PTEN central_nervous_system-brain-other-central_neurocytoma central_nervous_system-brain-other-central_neurocytoma 0.339038667268985 -1.08164111536598 8 2 0.000773096250483185 2587 17385 5728,1029 PTEN,CDKN2A bone-skull-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour bone-skull-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour 0.339038667268985 -1.08164111536598 8 2 0.000773096250483185 2587 17385 2130,1029 EWSR1,CDKN2A central_nervous_system-intraventricular-glioma-astrocytoma_Grade_IV central_nervous_system-intraventricular-glioma-astrocytoma_Grade_IV 0.339038667268985 -1.08164111536598 8 2 0.000773096250483185 2587 17385 3020,4763 H3F3A,NF1 skin-chronically_sun_exposed_site-malignant_melanoma skin-chronically_sun_exposed_site-malignant_melanoma 0.339038667268985 -1.08164111536598 8 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS large_intestine-serrated_polyp-serrated_adenoma large_intestine-serrated_polyp-serrated_adenoma 0.339038667268985 -1.08164111536598 8 2 0.000773096250483185 2587 17385 2778,3845 GNAS,KRAS salivary_gland-adenoma-pleomorphic salivary_gland-adenoma-pleomorphic 0.339038667268985 -1.08164111536598 8 2 0.000773096250483185 2587 17385 3845,3265 KRAS,HRAS skin-acral-malignant_melanoma-acral_lentiginous skin-acral-malignant_melanoma-acral_lentiginous 0.339038667268985 -1.08164111536598 8 2 0.000773096250483185 2587 17385 4893,5728 NRAS,PTEN central_neurocytoma central_neurocytoma 0.339038667268985 -1.08164111536598 8 2 0.000773096250483185 2587 17385 5728,1029 PTEN,CDKN2A central_nervous_system-brain-other-dysembryoplastic_neuroepithelial_tumour central_nervous_system-brain-other-dysembryoplastic_neuroepithelial_tumour 0.339038667268985 -1.08164111536598 8 2 0.000773096250483185 2587 17385 3020,5728 H3F3A,PTEN skin-chest-malignant_melanoma-nodular skin-chest-malignant_melanoma-nodular 0.339038667268985 -1.08164111536598 8 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS endometrium-carcinoma-mixed_cell_carcinoma endometrium-carcinoma-mixed_cell_carcinoma 0.339038667268985 -1.08164111536598 8 2 0.000773096250483185 2587 17385 3845,5728 KRAS,PTEN ulna ulna 0.339038667268985 -1.08164111536598 8 2 0.000773096250483185 2587 17385 2130,3020 EWSR1,H3F3A biphasic biphasic 0.342895275764877 -1.07033019690512 89 15 0.00579822187862389 2587 17385 10412,5925,2130,84061,2801,4763,5728,23451,10785,2120,7156,26039,3845,9790,1029 NSA2,RB1,EWSR1,MAGT1,GOLGA2,NF1,PTEN,SF3B1,WDR4,ETV6,TOP3A,SS18L1,KRAS,BMS1,CDKN2A autonomic_ganglia-paraspinal-neuroblastoma autonomic_ganglia-paraspinal-neuroblastoma 0.342957333459643 -1.07014923179949 26 5 0.00193274062620796 2587 17385 3845,2261,4893,3265,5781 KRAS,FGFR3,NRAS,HRAS,PTPN11 paraspinal paraspinal 0.342957333459643 -1.07014923179949 26 5 0.00193274062620796 2587 17385 2261,3845,4893,3265,5781 FGFR3,KRAS,NRAS,HRAS,PTPN11 adrenal_cortical_neoplasm adrenal_cortical_neoplasm 0.342957333459643 -1.07014923179949 26 5 0.00193274062620796 2587 17385 2778,578,55147,23228,5536 GNAS,BAK1,RBM23,PLCL2,PPP5C autonomic_ganglia-mediastinum-neuroblastoma autonomic_ganglia-mediastinum-neuroblastoma 0.342957333459643 -1.07014923179949 26 5 0.00193274062620796 2587 17385 2261,3845,4893,3265,5781 FGFR3,KRAS,NRAS,HRAS,PTPN11 autonomic_ganglia-abdomen-neuroblastoma autonomic_ganglia-abdomen-neuroblastoma 0.342957333459643 -1.07014923179949 26 5 0.00193274062620796 2587 17385 2261,3845,4893,3265,5781 FGFR3,KRAS,NRAS,HRAS,PTPN11 femur femur 0.344983697316091 -1.06425811722355 1235 189 0.073057595670661 2587 17385 93183,23511,10015,261734,7249,2029,1659,81669,9919,10914,29904,91752,23225,63892,26173,6434,8801,51257,168850,10460,9736,10920,27315,55775,57326,11176,2551,51107,56992,4170,990,10592,23326,55193,899,8675,2035,4216,1731,79026,54502,9825,4134,79777,55526,56006,409,1870,25913,90850,79760,6749,59269,2130,8216,1063,1660,29888,63929,79577,169714,4849,9276,65992,6184,5925,431707,51088,25896,51564,23303,9343,9646,58986,9114,55728,4363,79171,5558,22936,9948,54881,64763,54887,3845,27102,5339,83939,8087,4548,23,1613,55843,2778,5792,7248,2803,2590,64418,84166,57536,55291,116461,57231,1029,1788,1728,2305,4191,23451,23304,288,6597,4627,4998,162,54467,8078,3376,6464,9110,57533,57122,90141,1185,7267,10106,8904,5695,23558,6310,9631,2739,2585,221656,79651,90957,56834,133957,5445,54431,1198,153478,11329,5709,55192,148022,2521,3020,19,27333,51018,4204,257218,84245,81620,83605,22906,54495,80143,10844,2309,57458,79072,5708,2618,56259,5728,8125,53373,10559,2956,10051,57062,7128,7753,9044,143,55690,55227,55628,8189,728642,10897,150726,114882,10128,57178,3265 PIGM,NUP188,PDCD6IP,NPHP4,TSC2,ENSA,DHX8,CCNL2,SEC16A,PAPOLA,EEF2K,ZNF804A,NUP210,THADA,INTS1,TRA2B,SUCLG2,MARCH2,ZNF800,TACC3,USP34,COPS8,PGAP2,TDP1,PBXIP1,BAZ2A,GABPA,APH1A,KIF15,MCL1,CDC6,SMC2,USP22,PBRM1,CCNF,STX16,EPB41,MAP3K4,SEPT1,AHNAK,RBM47,SPATA2,MAP4,ACBD4,DHTKD1,SMG9,ARRB2,E2F2,POT1,ZNF598,GEMIN7,SSRP1,HIVEP3,EWSR1,LZTR1,CENPF,DHX9,STRN4,XPNPEP3,CDC73,QSOX2,CNOT3,COPB2,DDRGK1,RPN1,RB1,LHX8,KLHL5,INTS7,HDAC7,KIF13B,EFTUD2,CTR9,TMEM8A,ATP6V0D1,N4BP2,ABCC1,RBM42,PRIM2,ELL2,WDR1,TEX10,ZNF574,UHRF1BP1,KRAS,EIF2AK1,PLEC,EIF2A,FXR1,MTR,ABCF1,DAPK3,ARHGAP15,GNAS,PTPRF,TSC1,GOLGA4,GALNT2,TMEM168,NLRC5,KIAA1328,PPP6R3,TSEN15,SNX14,CDKN2A,DNMT3A,NQO1,FOXM1,MDH2,SF3B1,UBR2,ANK3,SMARCA4,MYH9,ORC1,AP1B1,ANKIB1,USP5,IARS,SHC1,MTMR4,TBC1D14,NUP107,EFCAB11,CLCN6,TTC3,CTDSP2,CPNE1,PSMB7,WBP2,ATXN1,NUP155,GLO1,GALK2,KDM1B,RHBDF2,DHX57,GPR137,CCDC127,PON2,DNAJC10,CLK3,PLEKHG4B,STK38,PSMD3,DNAJC17,TICAM1,FUS,H3F3A,ABCA1,GOLIM4,RRP15,MECP2,SHPRH,MRI1,CDT1,CCM2,TRAK1,TMX3,SIKE1,TUBGCP2,FOXO3,TMCC3,FASTKD3,PSMD2,GART,CTNNBL1,PTEN,ANP32A,TPCN1,SLC35A1,MSH6,SMC4,DDX24,TNFAIP3,ZNF202,BTAF1,PARP4,PACS1,LRRC1,ZNF407,SYMPK,CDK11A,YIF1A,FBXO41,OSBPL8,LRPPRC,ZMIZ1,HRAS juvenile_xanthogranuloma juvenile_xanthogranuloma 0.34717484805894 -1.05792674104656 14 3 0.00115964437572478 2587 17385 3845,4893,5728 KRAS,NRAS,PTEN fallopian_tube-carcinoma-carcinosarcoma-malignant_mesodermal_mixed_tumour fallopian_tube-carcinoma-carcinosarcoma-malignant_mesodermal_mixed_tumour 0.34717484805894 -1.05792674104656 14 3 0.00115964437572478 2587 17385 3845,4893,5728 KRAS,NRAS,PTEN haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-juvenile_xanthogranuloma haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-juvenile_xanthogranuloma 0.34717484805894 -1.05792674104656 14 3 0.00115964437572478 2587 17385 3845,4893,5728 KRAS,NRAS,PTEN vagina-carcinoma-carcinosarcoma-malignant_mesodermal_mixed_tumour vagina-carcinoma-carcinosarcoma-malignant_mesodermal_mixed_tumour 0.34717484805894 -1.05792674104656 14 3 0.00115964437572478 2587 17385 3845,4893,5728 KRAS,NRAS,PTEN conjunctiva conjunctiva 0.34717484805894 -1.05792674104656 14 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS meninges-meningioma-haemangiopericytic meninges-meningioma-haemangiopericytic 0.352617552710676 -1.0423712294557 96 16 0.00618477000386548 2587 17385 2130,4893,55635,26088,4763,3845,11004,1665,9203,1031,2521,34,3265,4249,23144,1029 EWSR1,NRAS,DEPDC1,GGA1,NF1,KRAS,KIF2C,DHX15,ZMYM3,CDKN2C,FUS,ACADM,HRAS,MGAT5,ZC3H3,CDKN2A haemangiopericytic haemangiopericytic 0.352617552710676 -1.0423712294557 96 16 0.00618477000386548 2587 17385 2130,4893,55635,26088,4763,3845,11004,1665,9203,1031,2521,34,3265,4249,23144,1029 EWSR1,NRAS,DEPDC1,GGA1,NF1,KRAS,KIF2C,DHX15,ZMYM3,CDKN2C,FUS,ACADM,HRAS,MGAT5,ZC3H3,CDKN2A clear_cell_carcinoma clear_cell_carcinoma 0.354109169863884 -1.03815002394461 680 105 0.0405875531503672 2587 17385 112858,1788,7249,4763,89845,6195,5894,1457,6597,5566,11344,4067,1432,29904,1020,27,5164,23683,10783,2120,54776,57147,51755,6733,5347,1263,10576,4893,23476,208,7428,57120,55872,9874,9448,9088,672,9212,58508,9262,10155,4216,3716,4796,1198,11329,28996,10922,3984,527,6794,6041,11200,5594,4089,3066,8899,10723,5562,57410,7204,84245,23389,8621,203054,440275,1452,57492,28969,55681,2261,5925,5728,10010,4436,1612,6558,5261,818,2956,1456,5170,1455,140609,27102,8491,3845,8289,2011,5605,1613,5595,84930,2778,5597,9063,4217,7026,1017,26750,10114,3265,29959,1029,22850 TP53RK,DNMT3A,TSC2,NF1,ABCC10,RPS6KA1,RAF1,CSNK2A1,SMARCA4,PRKACA,TWF2,LYN,MAPK14,EEF2K,CDK5,ABL2,PDK2,PRKD3,NEK6,ETV6,PPP1R12C,SCYL3,CDK12,SRPK2,PLK1,PLK3,CCT2,NRAS,BRD4,AKT2,VHL,GOPC,PBK,TLK1,MAP4K4,PKMYT1,BRCA1,AURKB,KMT2C,STK17B,TRIM28,MAP3K4,JAK1,TONSL,CLK3,STK38,HIPK2,FASTK,LIMK1,ATP6V0C,STK11,RNASEL,CHEK2,MAPK1,SMAD4,HDAC2,PRPF4B,SLC12A7,PRKAA1,SCYL1,TRIO,MRI1,MED13L,CDK13,ADCK5,EIF2AK4,CSNK1A1,ARID1B,BZW2,SCYL2,FGFR3,RB1,PTEN,TANK,MSH2,DAPK1,SLC12A2,PHKG2,CAMK2G,MSH6,CSNK1G3,PDPK1,CSNK1G2,NEK7,EIF2AK1,MAP4K3,KRAS,ARID1A,MARK2,MAP2K2,DAPK3,MAPK3,MASTL,GNAS,MAPK6,PIAS2,MAP3K5,NR2F2,CDK2,RPS6KC1,HIPK3,HRAS,NRBP1,CDKN2A,ADNP2 back back 0.354637757991925 -1.036658410492 311 49 0.018940858136838 2587 17385 114825,51696,55870,1540,196528,55596,102,4763,55093,5879,23423,54497,4000,8761,3105,115201,3799,2261,3696,6672,4931,5728,5537,5781,5832,4644,90864,1639,4893,23762,6867,10280,7428,50717,262,6310,9107,3845,26503,23085,8897,2803,55699,3614,6794,9700,55844,3265,1029 PWWP2A,HECA,ASH1L,CYLD,ARID2,ZCCHC8,ADAM10,NF1,WDYHV1,RAC1,TMED3,HEATR5B,LMNA,PABPC4,HLA-A,ATG4A,KIF5B,FGFR3,ITGB8,SP100,NVL,PTEN,PPP6C,PTPN11,ALDH18A1,MYO5A,SPSB3,DCTN1,NRAS,OSBP2,TACC1,SIGMAR1,VHL,DCAF8,AMD1,ATXN1,MTMR6,KRAS,SLC17A5,ERC1,MTMR3,GOLGA4,IARS2,IMPDH1,STK11,ESPL1,PPP2R2D,HRAS,CDKN2A sole sole 0.361965565855998 -1.0162061936255 279 44 0.0170081175106301 2587 17385 338692,10045,9320,51643,4763,26092,9744,57492,11103,2261,23011,5728,9910,55973,6185,51257,221061,4893,259266,4835,23152,55253,11169,3845,9790,672,55193,58508,57544,114882,80311,1633,27316,10785,4669,55198,10128,148022,23523,23272,3265,54532,1029,10721 ANKRD13D,SH2D3A,TRIP12,TMBIM4,NF1,TOR1AIP1,ACAP1,ARID1B,KRR1,FGFR3,RAB21,PTEN,RABGAP1L,BCAP29,RPN2,MARCH2,FAM171A1,NRAS,ASPM,NQO2,CIC,TYW1,WDHD1,KRAS,BMS1,BRCA1,PBRM1,KMT2C,TXNDC16,OSBPL8,KLHL15,DCK,RBMX,WDR4,NAGLU,APPL2,LRPPRC,TICAM1,CABIN1,FAM208A,HRAS,USP53,CDKN2A,POLQ ependymoma ependymoma 0.363531074686763 -1.01189049821601 168 27 0.010436799381523 2587 17385 51552,4763,7428,23152,4204,4288,29882,389072,6901,3693,9276,667,55147,3106,1520,5728,4174,79572,5781,6102,200576,3020,9133,1029,51530,8880,10057 RAB14,NF1,VHL,CIC,MECP2,MKI67,ANAPC2,PLEKHM3,TAZ,ITGB5,COPB2,DST,RBM23,HLA-B,CTSS,PTEN,MCM5,ATP13A3,PTPN11,RP2,PIKFYVE,H3F3A,CCNB2,CDKN2A,ZC3HC1,FUBP1,ABCC5 chronic_myelomonocytic_leukaemia chronic_myelomonocytic_leukaemia 0.370361663624947 -0.99327528149925 149 24 0.00927715500579822 2587 17385 1788,4893,4763,23451,3845,58508,9262,84295,2778,1031,5925,5728,28996,2120,5781,4065,1027,6794,6774,1786,3265,51631,1029,6733 DNMT3A,NRAS,NF1,SF3B1,KRAS,KMT2C,STK17B,PHF6,GNAS,CDKN2C,RB1,PTEN,HIPK2,ETV6,PTPN11,LY75,CDKN1B,STK11,STAT3,DNMT1,HRAS,LUC7L2,CDKN2A,SRPK2 haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-chronic_myelomonocytic_leukaemia haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-chronic_myelomonocytic_leukaemia 0.370361663624947 -0.99327528149925 149 24 0.00927715500579822 2587 17385 1788,4893,4763,23451,3845,58508,9262,84295,2778,1031,5925,5728,28996,2120,5781,4065,1027,6794,6774,1786,3265,51631,1029,6733 DNMT3A,NRAS,NF1,SF3B1,KRAS,KMT2C,STK17B,PHF6,GNAS,CDKN2C,RB1,PTEN,HIPK2,ETV6,PTPN11,LY75,CDKN1B,STK11,STAT3,DNMT1,HRAS,LUC7L2,CDKN2A,SRPK2 genital_tract-extragonadal-germ_cell_tumour-seminoma genital_tract-extragonadal-germ_cell_tumour-seminoma 0.372232436093244 -0.988236791625214 65 11 0.00425202937765752 2587 17385 3181,4893,4763,5728,440026,122809,3845,6949,3265,1029,6709 HNRNPA2B1,NRAS,NF1,PTEN,TMEM41B,SOCS4,KRAS,TCOF1,HRAS,CDKN2A,SPTAN1 central_nervous_system-midbrain-glioma-astrocytoma_Grade_I central_nervous_system-midbrain-glioma-astrocytoma_Grade_I 0.374484389112669 -0.982205161506057 27 5 0.00193274062620796 2587 17385 2778,2261,3845,4893,5605 GNAS,FGFR3,KRAS,NRAS,MAP2K2 left_lower_lobe left_lower_lobe 0.375023923255281 -0.980765459699147 78 13 0.0050251256281407 2587 17385 4893,11234,9219,115,7752,9031,3845,89941,23085,27436,3265,1029,8545 NRAS,HPS5,MTA2,ADCY9,ZNF200,BAZ1B,KRAS,RHOT2,ERC1,EML4,HRAS,CDKN2A,CGGBP1 ilium ilium 0.376615654689019 -0.976530095144489 91 15 0.00579822187862389 2587 17385 2778,7248,5925,21,2130,9797,9138,829,8914,9646,440275,8541,3020,1029,90957 GNAS,TSC1,RB1,ABCA3,EWSR1,TATDN2,ARHGEF1,CAPZA1,TIMELESS,CTR9,EIF2AK4,PPFIA3,H3F3A,CDKN2A,DHX57 ear ear 0.379103428339437 -0.969946213136359 631 97 0.0374951681484345 2587 17385 10163,375790,64841,4763,10007,116496,84919,5879,56954,5361,23155,9667,51728,1105,55215,29904,91752,25909,5300,5887,25976,9736,5796,80228,8910,2067,54819,4893,7428,9631,4041,163590,26503,221656,58508,8661,25788,79026,5830,5933,1107,56926,148022,27107,25913,1783,8650,7705,59269,55191,8502,1063,83605,1660,9744,55143,4853,8702,23042,2309,65992,60314,2261,4723,5728,1384,5261,2956,50809,55109,55734,54505,55269,57380,84135,9452,3845,26003,10277,5339,8289,23252,79896,23154,84930,8897,5792,2590,23264,51586,60412,3614,23523,4217,3265,1029,2653 WASF2,AGRN,GNPNAT1,NF1,GNPDA1,FAM129A,PPP1R15B,RAC1,NIT2,PLXNA1,CLCC1,SAFB2,POLR3K,CHD1,FANCI,EEF2K,ZNF804A,AHCTF1,PIN1,RAD23B,TIPARP,USP34,PTPRK,ORAI2,SGCE,ERCC1,ZCCHC10,NRAS,VHL,NUP155,LRP5,TOR1AIP2,SLC17A5,KDM1B,KMT2C,EIF3A,RAD54B,AHNAK,PEX5,RBL1,CHD3,NCLN,TICAM1,ZBTB11,POT1,DYNC1LI2,NUMB,ZNF146,HIVEP3,NADSYN1,PKP4,CENPF,CCM2,DHX9,ACAP1,CDCA8,NOTCH2,B4GALT4,PDXDC1,FOXO3,DDRGK1,C12orf10,FGFR3,NDUFV1,PTEN,CRAT,PHKG2,MSH6,HP1BP3,AGGF1,ZFP64,DHX29,PSPC1,MRS2,UTP15,ITM2A,KRAS,GORASP2,UBE4B,PLEC,ARID1A,OTUD3,THNSL1,NCDN,MASTL,MTMR3,PTPRF,GALNT2,ZC3H7B,MED15,EXOC4,IMPDH1,CABIN1,MAP3K5,HRAS,CDKN2A,GCSH chronic_neutrophilic_leukaemia chronic_neutrophilic_leukaemia 0.38260942799464 -0.96074058036992 21 4 0.00154619250096637 2587 17385 3845,1788,4893,51631 KRAS,DNMT3A,NRAS,LUC7L2 haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-chronic_neutrophilic_leukaemia haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-chronic_neutrophilic_leukaemia 0.38260942799464 -0.96074058036992 21 4 0.00154619250096637 2587 17385 3845,1788,4893,51631 KRAS,DNMT3A,NRAS,LUC7L2 lung-right-carcinoma-adenocarcinoma lung-right-carcinoma-adenocarcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS cystadenofibroma cystadenofibroma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS skin-abdomen-benign_melanocytic_nevus-blue skin-abdomen-benign_melanocytic_nevus-blue 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS endometrium-other-benign_stromal_nodule endometrium-other-benign_stromal_nodule 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 221895 JAZF1 ovary-adenoma-cystadenofibroma ovary-adenoma-cystadenofibroma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS skin-face-benign_melanocytic_nevus-intradermal skin-face-benign_melanocytic_nevus-intradermal 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 4893 NRAS salivary_gland-mouth-carcinoma-mucoepidermoid_carcinoma salivary_gland-mouth-carcinoma-mucoepidermoid_carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2130 EWSR1 lung-left_lower_lobe-carcinoma-carcinosarcoma lung-left_lower_lobe-carcinoma-carcinosarcoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS skin-leg-lentigo skin-leg-lentigo 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2261 FGFR3 skin-hand-benign_melanocytic_nevus-blue skin-hand-benign_melanocytic_nevus-blue 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS lung-right_lower_lobe-other-hyperplasia lung-right_lower_lobe-other-hyperplasia 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS upper_aerodigestive_tract-sinonasal_and_nasal_cavity-carcinoma-mucoepidermoid_carcinoma upper_aerodigestive_tract-sinonasal_and_nasal_cavity-carcinoma-mucoepidermoid_carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS large_intestine-serrated_polyp-admixed_hyperplastic_polyp-adenoma large_intestine-serrated_polyp-admixed_hyperplastic_polyp-adenoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS skin-back-benign_melanocytic_nevus-blue skin-back-benign_melanocytic_nevus-blue 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS stomach-other-choriocarcinoma stomach-other-choriocarcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 23451 SF3B1 hypertrophic_scar hypertrophic_scar 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2120 ETV6 central_nervous_system-lateral_ventricle-glioma-astrocytoma_Grade_II central_nervous_system-lateral_ventricle-glioma-astrocytoma_Grade_II 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS chondromatosis chondromatosis 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3020 H3F3A skin-other-sarcoma skin-other-sarcoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS skin-trunk-benign_melanocytic_nevus skin-trunk-benign_melanocytic_nevus 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS large_intestine-rectum-carcinoma-neuroendocrine_carcinoma large_intestine-rectum-carcinoma-neuroendocrine_carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS pulmonary_sequestration pulmonary_sequestration 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS lung-left_lower_lobe-carcinoma-acinar_adenocarcinoma lung-left_lower_lobe-carcinoma-acinar_adenocarcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS central_nervous_system-medulla-glioma-oligoastrocytoma_Grade_II central_nervous_system-medulla-glioma-oligoastrocytoma_Grade_II 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3020 H3F3A skin-adnexal_tumour-trichoepithelioma skin-adnexal_tumour-trichoepithelioma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 1540 CYLD skin-scalp-other-atypical_Spitzoid_tumour skin-scalp-other-atypical_Spitzoid_tumour 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS genital_tract-germ_cell_tumour-non_seminoma genital_tract-germ_cell_tumour-non_seminoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 4893 NRAS skin-hand-other-atypical_Spitzoid_tumour skin-hand-other-atypical_Spitzoid_tumour 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS fallopian_tube-low_malignant_potential_(borderline)_tumour-serous fallopian_tube-low_malignant_potential_(borderline)_tumour-serous 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS sebaceous_adenoma sebaceous_adenoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS fibro-osseous_lesion_NOS fibro-osseous_lesion_NOS 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2778 GNAS bone-cemento-ossifying_fibroma bone-cemento-ossifying_fibroma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2778 GNAS bone-tibia-chondrosarcoma-dedifferentiated bone-tibia-chondrosarcoma-dedifferentiated 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS skin-anorectal-malignant_melanoma skin-anorectal-malignant_melanoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 4893 NRAS ovary-sex_cord-stromal_tumour-sclerosing_stromal_tumour ovary-sex_cord-stromal_tumour-sclerosing_stromal_tumour 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2778 GNAS bone-synovium-chondromatosis bone-synovium-chondromatosis 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3020 H3F3A lung-right_upper_lobe-other-hyperplasia lung-right_upper_lobe-other-hyperplasia 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS epithelial_predominant epithelial_predominant 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 1029 CDKN2A palmar_superficial_fibromatosis palmar_superficial_fibromatosis 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 5925 RB1 skin-upper_arm-carcinoma-Merkel_cell_carcinoma skin-upper_arm-carcinoma-Merkel_cell_carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 5925 RB1 soft_tissue-fibrous_tissue_and_uncertain_origin-palmar_superficial_fibromatosis soft_tissue-fibrous_tissue_and_uncertain_origin-palmar_superficial_fibromatosis 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 5925 RB1 Crohn_disease Crohn_disease 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS fibromyxoma fibromyxoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2778 GNAS skin-sun_exposed_site-carcinoma-squamous_cell_carcinoma skin-sun_exposed_site-carcinoma-squamous_cell_carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 1029 CDKN2A cuboidal cuboidal 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2130 EWSR1 skin-head_neck-other-atypical_Spitzoid_tumour skin-head_neck-other-atypical_Spitzoid_tumour 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS skin-elbow-malignant_melanoma-nodular skin-elbow-malignant_melanoma-nodular 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 1029 CDKN2A skin-benign_melanocytic_nevus-melanocytic_tumour skin-benign_melanocytic_nevus-melanocytic_tumour 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 4893 NRAS skin-shoulder-benign_melanocytic_nevus-blue skin-shoulder-benign_melanocytic_nevus-blue 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS synovium synovium 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3020 H3F3A patella patella 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3020 H3F3A bone-osteosarcoma-mixed bone-osteosarcoma-mixed 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 1029 CDKN2A skin-forearm-benign_melanocytic_nevus-blue skin-forearm-benign_melanocytic_nevus-blue 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS haematopoietic_and_lymphoid_tissue-lung-lymphoid_neoplasm-MALT_lymphoma haematopoietic_and_lymphoid_tissue-lung-lymphoid_neoplasm-MALT_lymphoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 7128 TNFAIP3 skin-knee-malignant_melanoma-superficial_spreading skin-knee-malignant_melanoma-superficial_spreading 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS bone-pelvis-chondrosarcoma-conventional bone-pelvis-chondrosarcoma-conventional 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS large_intestine-right-serrated_polyp-serrated_adenoma large_intestine-right-serrated_polyp-serrated_adenoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS bone-chest_wall-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour bone-chest_wall-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2130 EWSR1 skin-hand-lentigo skin-hand-lentigo 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2261 FGFR3 salivary_gland-mouth_floor-carcinoma-mucoepidermoid_carcinoma salivary_gland-mouth_floor-carcinoma-mucoepidermoid_carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS sclerosing_stromal_tumour sclerosing_stromal_tumour 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2778 GNAS large_intestine-left-serrated_polyp-serrated_adenoma large_intestine-left-serrated_polyp-serrated_adenoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS large_intestine-colon-serrated_polyp-serrated_fibroblastic_polyp-intramucosal_perineurioma large_intestine-colon-serrated_polyp-serrated_fibroblastic_polyp-intramucosal_perineurioma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS desmoplastic_fibroma desmoplastic_fibroma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2778 GNAS skin-groin-benign_melanocytic_nevus skin-groin-benign_melanocytic_nevus 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS large_intestine-rectum-adenoma-mixed_serrated_and_tubulovillous large_intestine-rectum-adenoma-mixed_serrated_and_tubulovillous 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS central_nervous_system-temporal_lobe-glioma-oligoastrocytoma_Grade_III central_nervous_system-temporal_lobe-glioma-oligoastrocytoma_Grade_III 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3020 H3F3A soft_tissue-fibrous_tissue_and_uncertain_origin-hypertrophic_scar soft_tissue-fibrous_tissue_and_uncertain_origin-hypertrophic_scar 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2120 ETV6 testis-other-carcinoma testis-other-carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 6597 SMARCA4 lung-other-congenital_pulmonary_malformation lung-other-congenital_pulmonary_malformation 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS bone-ilium-chondrosarcoma bone-ilium-chondrosarcoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3020 H3F3A skin-head_neck-adnexal_tumour-sebaceous_carcinoma skin-head_neck-adnexal_tumour-sebaceous_carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS bone-other-neoplasm bone-other-neoplasm 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS skin-abdomen-benign_melanocytic_nevus-intradermal skin-abdomen-benign_melanocytic_nevus-intradermal 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 4893 NRAS skin-leg-benign_melanocytic_nevus-blue skin-leg-benign_melanocytic_nevus-blue 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS central_nervous_system-frontal_lobe-other-desmoplastic_infantile_ganglioglioma central_nervous_system-frontal_lobe-other-desmoplastic_infantile_ganglioglioma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS serrated_fibroblastic_polyp-intramucosal_perineurioma serrated_fibroblastic_polyp-intramucosal_perineurioma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS lung-left_upper_lobe-carcinoma-micropapillary_adenocarcinoma lung-left_upper_lobe-carcinoma-micropapillary_adenocarcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS lung-other-pulmonary_sequestration lung-other-pulmonary_sequestration 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS paracentral paracentral 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS skin-trunk-lentigo skin-trunk-lentigo 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2261 FGFR3 kidney-other-adenoma kidney-other-adenoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 7428 VHL central_nervous_system-spinal_cord-primitive_neuroectodermal_tumour-medulloblastoma central_nervous_system-spinal_cord-primitive_neuroectodermal_tumour-medulloblastoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2130 EWSR1 small_intestine-jejunum-other-hamartoma small_intestine-jejunum-other-hamartoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS large_intestine-colon-serrated_polyp-admixed_hyperplastic_polyp-adenoma large_intestine-colon-serrated_polyp-admixed_hyperplastic_polyp-adenoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS haematopoietic_and_lymphoid_tissue-liver-lymphoid_neoplasm-peripheral_T_cell_lymphoma_unspecified haematopoietic_and_lymphoid_tissue-liver-lymphoid_neoplasm-peripheral_T_cell_lymphoma_unspecified 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS bone-femur-osteosarcoma-chondroblastic bone-femur-osteosarcoma-chondroblastic 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 5925 RB1 thymus-thymoma-epithelial_predominant thymus-thymoma-epithelial_predominant 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 1029 CDKN2A haematopoietic_and_lymphoid_tissue-sinonasal_and_nasal_cavity-lymphoid_neoplasm-B_cell_lymphoma_unspecified haematopoietic_and_lymphoid_tissue-sinonasal_and_nasal_cavity-lymphoid_neoplasm-B_cell_lymphoma_unspecified 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS lung-right_upper_lobe-carcinoma-carcinosarcoma lung-right_upper_lobe-carcinoma-carcinosarcoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS autonomic_ganglia-bladder-paraganglioma-malignant autonomic_ganglia-bladder-paraganglioma-malignant 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 7428 VHL oesophagus-carcinoma-mixed_carcinoma oesophagus-carcinoma-mixed_carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS skin-upper_back-carcinoma-squamous_cell_carcinoma skin-upper_back-carcinoma-squamous_cell_carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 4853 NOTCH2 haematopoietic_and_lymphoid_tissue-salivary_gland-lymphoid_neoplasm-MALT_lymphoma haematopoietic_and_lymphoid_tissue-salivary_gland-lymphoid_neoplasm-MALT_lymphoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 7128 TNFAIP3 lung-other-hyperplasia lung-other-hyperplasia 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS large_intestine-aberrant_crypt_foci large_intestine-aberrant_crypt_foci 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS adrenal_gland-adrenal_gland-adrenal_cortical_neoplasm-cortisol_producing adrenal_gland-adrenal_gland-adrenal_cortical_neoplasm-cortisol_producing 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2778 GNAS skin-forearm-lentigo skin-forearm-lentigo 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2261 FGFR3 lung-right_upper_lobe-carcinoma-blastoma lung-right_upper_lobe-carcinoma-blastoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS labia_major labia_major 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS small_intestine-duodenum-carcinoid-endocrine_tumour small_intestine-duodenum-carcinoid-endocrine_tumour 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 4221 MEN1 ovary-germ_cell_tumour-embryonal_carcinoma ovary-germ_cell_tumour-embryonal_carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS lung-right_upper_lobe-carcinoma-micropapillary_adenocarcinoma lung-right_upper_lobe-carcinoma-micropapillary_adenocarcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS central_nervous_system-frontotemporal-glioma-gliosarcoma central_nervous_system-frontotemporal-glioma-gliosarcoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 1029 CDKN2A skin-shoulder-benign_melanocytic_nevus-melanocytic_tumour skin-shoulder-benign_melanocytic_nevus-melanocytic_tumour 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 4893 NRAS bone-other-osteoblastoma bone-other-osteoblastoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2130 EWSR1 haematopoietic_and_lymphoid_tissue-central_nervous_system-lymphoid_neoplasm-B_cell_lymphoma_unspecified haematopoietic_and_lymphoid_tissue-central_nervous_system-lymphoid_neoplasm-B_cell_lymphoma_unspecified 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS salivary_gland-mandible-carcinoma-mucoepidermoid_carcinoma salivary_gland-mandible-carcinoma-mucoepidermoid_carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 1029 CDKN2A central_nervous_system-parietal_lobe-glioma-oligodendroglioma_Grade_II central_nervous_system-parietal_lobe-glioma-oligodendroglioma_Grade_II 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 5728 PTEN central_nervous_system-supratentorial-glioma-ependymoma central_nervous_system-supratentorial-glioma-ependymoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 1029 CDKN2A bone-cuboidal-other-giant_cell_tumour bone-cuboidal-other-giant_cell_tumour 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2130 EWSR1 large_intestine-colon-aberrant_crypt_foci large_intestine-colon-aberrant_crypt_foci 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS salivary_gland-parotid-carcinoma-mammary_analogue_secretory_carcinoma_of_salivary_glands salivary_gland-parotid-carcinoma-mammary_analogue_secretory_carcinoma_of_salivary_glands 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2120 ETV6 haematopoietic_and_lymphoid_tissue-skin-lymphoid_neoplasm-adult_T_cell_lymphoma-leukaemia haematopoietic_and_lymphoid_tissue-skin-lymphoid_neoplasm-adult_T_cell_lymphoma-leukaemia 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS central_nervous_system-occipital_lobe-other-ganglioglioma-dysembryoplastic_neuroepithelial_tumour central_nervous_system-occipital_lobe-other-ganglioglioma-dysembryoplastic_neuroepithelial_tumour 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS soft_tissue-nerve_sheath-malignant_peripheral_nerve_sheath_tumour-with_rhabdomyosarcomatous_differentiation soft_tissue-nerve_sheath-malignant_peripheral_nerve_sheath_tumour-with_rhabdomyosarcomatous_differentiation 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 1029 CDKN2A bone-osteochondroma bone-osteochondroma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2130 EWSR1 ovary-sex_cord-stromal_tumour-sex_cord_tumour_with_annular_tubules ovary-sex_cord-stromal_tumour-sex_cord_tumour_with_annular_tubules 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 6794 STK11 congenital_pulmonary_malformation congenital_pulmonary_malformation 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS skin-face-lentigo skin-face-lentigo 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2261 FGFR3 large_intestine-colon-adenoma-mixed_serrated_and_tubulovillous large_intestine-colon-adenoma-mixed_serrated_and_tubulovillous 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS hyperplastic hyperplastic 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS mixed_renal_cell_carcinoma mixed_renal_cell_carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 7428 VHL skin-neck-benign_melanocytic_nevus-intradermal skin-neck-benign_melanocytic_nevus-intradermal 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 4893 NRAS large_intestine-colon-other-Crohn_disease large_intestine-colon-other-Crohn_disease 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS bone-ischium-osteosarcoma-chondroblastic bone-ischium-osteosarcoma-chondroblastic 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 1029 CDKN2A osteochondroma osteochondroma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2130 EWSR1 sex_cord_tumour_with_annular_tubules sex_cord_tumour_with_annular_tubules 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 6794 STK11 mammary_analogue_secretory_carcinoma_of_salivary_glands mammary_analogue_secretory_carcinoma_of_salivary_glands 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2120 ETV6 central_nervous_system-paracentral-other-ganglioglioma central_nervous_system-paracentral-other-ganglioglioma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS bone-femur-other-chondroma bone-femur-other-chondroma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2778 GNAS bone-rib-chondrosarcoma-dedifferentiated bone-rib-chondrosarcoma-dedifferentiated 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS bone-fibrous_dysplasia bone-fibrous_dysplasia 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2778 GNAS small_intestine-ileum-other-dysplasia small_intestine-ileum-other-dysplasia 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS lung-left_lower_lobe-carcinoma-micropapillary_adenocarcinoma lung-left_lower_lobe-carcinoma-micropapillary_adenocarcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS with_rhabdomyosarcomatous_differentiation with_rhabdomyosarcomatous_differentiation 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 1029 CDKN2A osteoblastoma osteoblastoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2130 EWSR1 skin-forearm-malignant_melanoma-nodular skin-forearm-malignant_melanoma-nodular 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 1029 CDKN2A skin-ankle-benign_melanocytic_nevus skin-ankle-benign_melanocytic_nevus 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-T_cell_large_granular_lymphocytic_leukaemia haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-T_cell_large_granular_lymphocytic_leukaemia 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 1029 CDKN2A trichoepithelioma trichoepithelioma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 1540 CYLD serous_micropapillary_carcinoma serous_micropapillary_carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS lung-right_middle_lobe-carcinoma-large_cell_carcinoma lung-right_middle_lobe-carcinoma-large_cell_carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS skin-lentigo skin-lentigo 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2261 FGFR3 haematopoietic_and_lymphoid_tissue-spleen-lymphoid_neoplasm-adult_T_cell_lymphoma-leukaemia haematopoietic_and_lymphoid_tissue-spleen-lymphoid_neoplasm-adult_T_cell_lymphoma-leukaemia 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS benign_stromal_nodule benign_stromal_nodule 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 221895 JAZF1 lung-left_lower_lobe-carcinoma-small_cell_carcinoma lung-left_lower_lobe-carcinoma-small_cell_carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS parapharyngeal parapharyngeal 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS kidney-other-mixed_oncocytoma_and_chromophobe_renal_cell-carcinoma kidney-other-mixed_oncocytoma_and_chromophobe_renal_cell-carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 7428 VHL upper_aerodigestive_tract-larynx-carcinoma-small_cell_carcinoma upper_aerodigestive_tract-larynx-carcinoma-small_cell_carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS skin-head_neck-malignant_melanoma-lentigo_maligna skin-head_neck-malignant_melanoma-lentigo_maligna 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 4893 NRAS mixed_oncocytoma_and_chromophobe_renal_cell-carcinoma mixed_oncocytoma_and_chromophobe_renal_cell-carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 7428 VHL cemento-osseous_dysplasia cemento-osseous_dysplasia 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2778 GNAS urinary_tract-bladder-papilloma urinary_tract-bladder-papilloma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2261 FGFR3 haematopoietic_and_lymphoid_tissue-muscle-lymphoid_neoplasm-peripheral_T_cell_lymphoma_unspecified haematopoietic_and_lymphoid_tissue-muscle-lymphoid_neoplasm-peripheral_T_cell_lymphoma_unspecified 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS lung-left_lower_lobe-other-hyperplasia lung-left_lower_lobe-other-hyperplasia 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS salivary_gland-mouth_roof-carcinoma-mucoepidermoid_carcinoma salivary_gland-mouth_roof-carcinoma-mucoepidermoid_carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS NS-other-Krukenberg_tumour NS-other-Krukenberg_tumour 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 4893 NRAS bone-pelvis-chondrosarcoma-dedifferentiated bone-pelvis-chondrosarcoma-dedifferentiated 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS central_nervous_system-frontal_lobe-other-papillary_glioneuronal_tumour central_nervous_system-frontal_lobe-other-papillary_glioneuronal_tumour 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3020 H3F3A oligoastrocytoma_Grade_IV oligoastrocytoma_Grade_IV 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 5728 PTEN kidney-carcinoma-mixed_renal_cell_carcinoma kidney-carcinoma-mixed_renal_cell_carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 7428 VHL haematopoietic_and_lymphoid_tissue-adrenal_gland-lymphoid_neoplasm-peripheral_T_cell_lymphoma_unspecified haematopoietic_and_lymphoid_tissue-adrenal_gland-lymphoid_neoplasm-peripheral_T_cell_lymphoma_unspecified 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS skin-foot-benign_melanocytic_nevus-blue skin-foot-benign_melanocytic_nevus-blue 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS haematopoietic_and_lymphoid_tissue-small_intestine-lymphoid_neoplasm-peripheral_T_cell_lymphoma_unspecified haematopoietic_and_lymphoid_tissue-small_intestine-lymphoid_neoplasm-peripheral_T_cell_lymphoma_unspecified 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS mixed_serrated_and_tubulovillous mixed_serrated_and_tubulovillous 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS bone-femur-chondrosarcoma-conventional bone-femur-chondrosarcoma-conventional 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3265 HRAS lentigo lentigo 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2261 FGFR3 vulva-carcinoma vulva-carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 1031 CDKN2C ovary-carcinoma-serous_micropapillary_carcinoma ovary-carcinoma-serous_micropapillary_carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS large_intestine-aberrant_crypt_foci-hyperplastic large_intestine-aberrant_crypt_foci-hyperplastic 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS salivary_gland-parotid-carcinoma-salivary_duct_carcinoma salivary_gland-parotid-carcinoma-salivary_duct_carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 1029 CDKN2A skin-sun_exposed_site-in_situ_epithelial_neoplasm-actinic_keratosis skin-sun_exposed_site-in_situ_epithelial_neoplasm-actinic_keratosis 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 1029 CDKN2A central_nervous_system-parietal_lobe-glioma-gliosarcoma central_nervous_system-parietal_lobe-glioma-gliosarcoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 5728 PTEN bone-mandible-cemento-osseous_dysplasia bone-mandible-cemento-osseous_dysplasia 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 2778 GNAS lung-left_upper_lobe-other-hyperplasia lung-left_upper_lobe-other-hyperplasia 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 3845 KRAS lung-right_upper_lobe-carcinoma-non_small_cell_carcinoma lung-right_upper_lobe-carcinoma-non_small_cell_carcinoma 0.383302935848484 -0.95892964722375 3 1 0.000386548125241593 2587 17385 27436 EML4 foot foot 0.383585903145228 -0.958191685487451 150 24 0.00927715500579822 2587 17385 114825,4893,55596,102,987,51072,9107,3845,26503,5361,23085,4000,3105,3799,8897,5728,5781,5311,221061,3265,10534,1029,4644,1639 PWWP2A,NRAS,ZCCHC8,ADAM10,LRBA,MEMO1,MTMR6,KRAS,SLC17A5,PLXNA1,ERC1,LMNA,HLA-A,KIF5B,MTMR3,PTEN,PTPN11,PKD2,FAM171A1,HRAS,SSSCA1,CDKN2A,MYO5A,DCTN1 acute_lymphoblastic_T_cell_leukaemia acute_lymphoblastic_T_cell_leukaemia 0.388806392638231 -0.944673764560262 752 115 0.0444530344027831 2587 17385 391,7874,221150,1788,1540,118,9185,51192,4763,23451,23512,288,5395,23038,6597,51427,4998,1105,200424,79595,1031,4193,25771,2120,1785,11151,6917,10535,55749,157680,51703,57130,22836,4893,208,7428,10589,56262,4773,64421,4209,672,553115,4953,84549,1809,56981,57794,3716,10236,23350,6794,3020,10285,10721,338692,9903,22927,22906,10664,285362,4853,84133,55252,84340,55681,10227,4849,7023,5771,2261,64759,5925,5728,10075,2530,9678,4436,5781,51228,84172,143458,8128,6774,83786,2956,9648,53,7128,57380,6204,4605,9382,55700,3845,55288,51663,84295,6626,11335,950,6573,81930,10016,23640,6675,2801,27316,113130,84166,4065,3265,57679,1029,57688 RHOG,USP7,SKA3,DNMT3A,CYLD,ADD1,REPS2,CKLF,NF1,SF3B1,SUZ12,ANK3,PMS2,WDTC1,SMARCA4,ZNF107,ORC1,CHD1,TET3,SAP130,CDKN2C,MDM2,TBC1D22A,ETV6,DNM2,CORO1A,TCEA1,RNASEH2A,CCAR1,VPS13B,ACSL5,ATP13A1,RHOBTB3,NRAS,AKT2,VHL,DRAP1,LRRC8A,NFATC2,DCLRE1C,MEF2D,BRCA1,PEF1,ODC1,MAK16,DPYSL3,PRDM11,SUGP1,JAK1,HNRNPR,U2SURP,STK11,H3F3A,SMNDC1,POLQ,ANKRD13D,KLHL21,HABP4,TRAK1,CTCF,SUMF1,NOTCH2,ZNRF3,ASXL2,GFM2,SCYL2,MFSD10,CNOT3,TFAP4,PTPN2,FGFR3,TNS3,RB1,PTEN,HUWE1,FUT8,PHF14,MSH2,PTPN11,GLTP,POLR1B,LDLRAD3,ST8SIA2,STAT3,FRMD8,MSH6,GCC2,ACP2,TNFAIP3,MRS2,RPS10,MYBL2,COG1,MAP7D1,KRAS,RHOT1,ZFR,PHF6,SNRPA,CBX3,SCARB2,SLC19A1,KIF18A,PDCD6,HSPBP1,UAP1,GOLGA2,RBMX,CDCA5,NLRC5,LY75,HRAS,ALS2,CDKN2A,ZSWIM6 haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-acute_lymphoblastic_T_cell_leukaemia haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-acute_lymphoblastic_T_cell_leukaemia 0.388806392638231 -0.944673764560262 752 115 0.0444530344027831 2587 17385 391,7874,221150,1788,1540,118,9185,51192,4763,23451,23512,288,5395,23038,6597,51427,4998,1105,200424,79595,1031,4193,25771,2120,1785,11151,6917,10535,55749,157680,51703,57130,22836,4893,208,7428,10589,56262,4773,64421,4209,672,553115,4953,84549,1809,56981,57794,3716,10236,23350,6794,3020,10285,10721,338692,9903,22927,22906,10664,285362,4853,84133,55252,84340,55681,10227,4849,7023,5771,2261,64759,5925,5728,10075,2530,9678,4436,5781,51228,84172,143458,8128,6774,83786,2956,9648,53,7128,57380,6204,4605,9382,55700,3845,55288,51663,84295,6626,11335,950,6573,81930,10016,23640,6675,2801,27316,113130,84166,4065,3265,57679,1029,57688 RHOG,USP7,SKA3,DNMT3A,CYLD,ADD1,REPS2,CKLF,NF1,SF3B1,SUZ12,ANK3,PMS2,WDTC1,SMARCA4,ZNF107,ORC1,CHD1,TET3,SAP130,CDKN2C,MDM2,TBC1D22A,ETV6,DNM2,CORO1A,TCEA1,RNASEH2A,CCAR1,VPS13B,ACSL5,ATP13A1,RHOBTB3,NRAS,AKT2,VHL,DRAP1,LRRC8A,NFATC2,DCLRE1C,MEF2D,BRCA1,PEF1,ODC1,MAK16,DPYSL3,PRDM11,SUGP1,JAK1,HNRNPR,U2SURP,STK11,H3F3A,SMNDC1,POLQ,ANKRD13D,KLHL21,HABP4,TRAK1,CTCF,SUMF1,NOTCH2,ZNRF3,ASXL2,GFM2,SCYL2,MFSD10,CNOT3,TFAP4,PTPN2,FGFR3,TNS3,RB1,PTEN,HUWE1,FUT8,PHF14,MSH2,PTPN11,GLTP,POLR1B,LDLRAD3,ST8SIA2,STAT3,FRMD8,MSH6,GCC2,ACP2,TNFAIP3,MRS2,RPS10,MYBL2,COG1,MAP7D1,KRAS,RHOT1,ZFR,PHF6,SNRPA,CBX3,SCARB2,SLC19A1,KIF18A,PDCD6,HSPBP1,UAP1,GOLGA2,RBMX,CDCA5,NLRC5,LY75,HRAS,ALS2,CDKN2A,ZSWIM6 skin-groin-adnexal_tumour-malignant_adnexal_tumour skin-groin-adnexal_tumour-malignant_adnexal_tumour 0.390568778687951 -0.940151195408737 15 3 0.00115964437572478 2587 17385 3845,4893,5728 KRAS,NRAS,PTEN skin-chest-adnexal_tumour-malignant_adnexal_tumour skin-chest-adnexal_tumour-malignant_adnexal_tumour 0.390568778687951 -0.940151195408737 15 3 0.00115964437572478 2587 17385 3845,4893,5728 KRAS,NRAS,PTEN central_nervous_system-fourth_ventricle-other-rosette-forming_glioneuronal_tumour central_nervous_system-fourth_ventricle-other-rosette-forming_glioneuronal_tumour 0.390568778687951 -0.940151195408737 15 3 0.00115964437572478 2587 17385 2778,3845,4893 GNAS,KRAS,NRAS skin-shoulder-adnexal_tumour-malignant_adnexal_tumour skin-shoulder-adnexal_tumour-malignant_adnexal_tumour 0.390568778687951 -0.940151195408737 15 3 0.00115964437572478 2587 17385 3845,4893,5728 KRAS,NRAS,PTEN skin-foot-adnexal_tumour-malignant_adnexal_tumour skin-foot-adnexal_tumour-malignant_adnexal_tumour 0.390568778687951 -0.940151195408737 15 3 0.00115964437572478 2587 17385 3845,4893,5728 KRAS,NRAS,PTEN skin-axilla-adnexal_tumour-malignant_adnexal_tumour skin-axilla-adnexal_tumour-malignant_adnexal_tumour 0.390568778687951 -0.940151195408737 15 3 0.00115964437572478 2587 17385 3845,4893,5728 KRAS,NRAS,PTEN skin-ear-adnexal_tumour-malignant_adnexal_tumour skin-ear-adnexal_tumour-malignant_adnexal_tumour 0.390568778687951 -0.940151195408737 15 3 0.00115964437572478 2587 17385 3845,4893,5728 KRAS,NRAS,PTEN skin-hand-adnexal_tumour-malignant_adnexal_tumour skin-hand-adnexal_tumour-malignant_adnexal_tumour 0.390568778687951 -0.940151195408737 15 3 0.00115964437572478 2587 17385 3845,4893,5728 KRAS,NRAS,PTEN skin-adnexal_tumour-adenoid_cystic_carcinoma skin-adnexal_tumour-adenoid_cystic_carcinoma 0.390568778687951 -0.940151195408737 15 3 0.00115964437572478 2587 17385 3845,4893,5728 KRAS,NRAS,PTEN rosette-forming_glioneuronal_tumour rosette-forming_glioneuronal_tumour 0.390568778687951 -0.940151195408737 15 3 0.00115964437572478 2587 17385 2778,3845,4893 GNAS,KRAS,NRAS skin-lower_leg-adnexal_tumour-malignant_adnexal_tumour skin-lower_leg-adnexal_tumour-malignant_adnexal_tumour 0.390568778687951 -0.940151195408737 15 3 0.00115964437572478 2587 17385 3845,4893,5728 KRAS,NRAS,PTEN skin-vulva-adnexal_tumour-malignant_adnexal_tumour skin-vulva-adnexal_tumour-malignant_adnexal_tumour 0.390568778687951 -0.940151195408737 15 3 0.00115964437572478 2587 17385 3845,4893,5728 KRAS,NRAS,PTEN oligoastrocytoma_Grade_III oligoastrocytoma_Grade_III 0.392725790836997 -0.934643643881192 269 42 0.0162350212601469 2587 17385 23649,9092,55870,23451,54148,6929,22879,9919,1031,2261,55147,7586,5728,23545,1209,4893,1465,9821,7428,23152,129285,3845,124997,7784,221656,84930,2778,7726,5108,54502,84456,9797,23603,84166,57178,3020,27107,19,3265,56829,1029,8880 POLA2,SART1,ASH1L,SF3B1,MRPL39,TCF3,MON1B,SEC16A,CDKN2C,FGFR3,RBM23,ZKSCAN1,PTEN,ATP6V0A2,CLPTM1,NRAS,CSRP1,RB1CC1,VHL,CIC,PPP1R21,KRAS,WDR81,ZP3,KDM1B,MASTL,GNAS,TRIM26,PCM1,RBM47,L3MBTL3,TATDN2,CORO1C,NLRC5,ZMIZ1,H3F3A,ZBTB11,ABCA1,HRAS,ZC3HAV1,CDKN2A,FUBP1 skin-ear-benign_melanocytic_nevus-melanocytic_tumour skin-ear-benign_melanocytic_nevus-melanocytic_tumour 0.396403654589576 -0.925322257119821 9 2 0.000773096250483185 2587 17385 4893,3265 NRAS,HRAS ovary-sex_cord-stromal_tumour-Sertoli-Leydig_cell_tumour ovary-sex_cord-stromal_tumour-Sertoli-Leydig_cell_tumour 0.396403654589576 -0.925322257119821 9 2 0.000773096250483185 2587 17385 6794,1788 STK11,DNMT3A mixed_endometrioid_and_clear_cell_carcinoma mixed_endometrioid_and_clear_cell_carcinoma 0.396403654589576 -0.925322257119821 9 2 0.000773096250483185 2587 17385 3845,5728 KRAS,PTEN ovary-adenoma-serous ovary-adenoma-serous 0.396403654589576 -0.925322257119821 9 2 0.000773096250483185 2587 17385 3845,672 KRAS,BRCA1 haematopoietic_and_lymphoid_tissue-sinonasal_and_nasal_cavity-lymphoid_neoplasm-NK-T_cell_lymphoma haematopoietic_and_lymphoid_tissue-sinonasal_and_nasal_cavity-lymphoid_neoplasm-NK-T_cell_lymphoma 0.396403654589576 -0.925322257119821 9 2 0.000773096250483185 2587 17385 3845,4893 KRAS,NRAS bone-other-giant_cell_tumour bone-other-giant_cell_tumour 0.396403654589576 -0.925322257119821 9 2 0.000773096250483185 2587 17385 3020,5781 H3F3A,PTPN11 chondroma chondroma 0.396403654589576 -0.925322257119821 9 2 0.000773096250483185 2587 17385 2778,3020 GNAS,H3F3A bone-other-chondroblastoma bone-other-chondroblastoma 0.396403654589576 -0.925322257119821 9 2 0.000773096250483185 2587 17385 3020,4763 H3F3A,NF1 sun_exposed_site sun_exposed_site 0.396403654589576 -0.925322257119821 9 2 0.000773096250483185 2587 17385 4893,1029 NRAS,CDKN2A Sertoli-Leydig_cell_tumour Sertoli-Leydig_cell_tumour 0.396403654589576 -0.925322257119821 9 2 0.000773096250483185 2587 17385 6794,1788 STK11,DNMT3A thyroid-carcinoma-medullary_carcinoma thyroid-carcinoma-medullary_carcinoma 0.398638642230357 -0.919699931019311 296 46 0.0177812137611133 2587 17385 84079,23451,6597,23509,79595,1031,7812,2261,5925,23225,5728,9928,92241,5781,23595,9961,10342,4603,90678,57553,64223,65094,4893,51604,7428,259266,4288,152579,54948,3845,4221,27436,5595,889,2778,8030,55198,6794,23272,10140,19,4089,3265,1029,11325,8975 ANKRD27,SF3B1,SMARCA4,POFUT1,SAP130,CDKN2C,CSDE1,FGFR3,RB1,NUP210,PTEN,KIF14,RCSD1,PTPN11,ORC3,MVP,TFG,MYBL1,LRSAM1,MICAL3,MLST8,JMJD4,NRAS,PIGT,VHL,ASPM,MKI67,SCFD2,MRPL16,KRAS,MEN1,EML4,MAPK3,KRIT1,GNAS,CCDC6,APPL2,STK11,FAM208A,TOB1,ABCA1,SMAD4,HRAS,CDKN2A,DDX42,USP13 medullary_carcinoma medullary_carcinoma 0.398638642230357 -0.919699931019311 296 46 0.0177812137611133 2587 17385 84079,23451,6597,23509,79595,1031,7812,2261,5925,23225,5728,9928,92241,5781,23595,9961,10342,4603,90678,57553,64223,65094,4893,51604,7428,259266,4288,152579,54948,3845,4221,27436,5595,889,2778,8030,55198,6794,23272,10140,19,4089,3265,1029,11325,8975 ANKRD27,SF3B1,SMARCA4,POFUT1,SAP130,CDKN2C,CSDE1,FGFR3,RB1,NUP210,PTEN,KIF14,RCSD1,PTPN11,ORC3,MVP,TFG,MYBL1,LRSAM1,MICAL3,MLST8,JMJD4,NRAS,PIGT,VHL,ASPM,MKI67,SCFD2,MRPL16,KRAS,MEN1,EML4,MAPK3,KRIT1,GNAS,CCDC6,APPL2,STK11,FAM208A,TOB1,ABCA1,SMAD4,HRAS,CDKN2A,DDX42,USP13 eye-uveal_tract-malignant_melanoma-spindle eye-uveal_tract-malignant_melanoma-spindle 0.40101009002478 -0.91376868983557 369 57 0.0220332431387708 2587 17385 2584,9703,196528,23451,7410,4697,10237,4125,10308,387921,10314,23042,2783,6242,51320,9632,54680,7752,118813,26015,124565,89910,10370,23171,26986,23141,51780,81552,83696,4893,54468,65985,4170,5339,3275,1982,5869,23499,5698,84549,55843,1665,159,55608,28231,51382,54014,4669,148022,23636,5476,56994,80221,4089,1029,29945,124411 GALK1,KIAA0100,ARID2,SF3B1,VAV2,NDUFA4,SLC35B1,MAN2B1,ZNF267,NHLRC3,LANCL1,PDXDC1,GNB2,RTKN,MEX3C,SEC24C,ZNHIT6,ZNF200,ZFYVE27,RPAP1,SLC38A10,UBE3B,CITED2,GPD1L,PABPC1,ANKLE2,KDM3B,VOPP1,TRAPPC9,NRAS,MIOS,AACS,MCL1,PLEC,PRMT2,EIF4G2,RAB5B,MACF1,PSMB9,MAK16,ARHGAP15,DHX15,ADSS,ANKRD10,SLCO4A1,ATP6V1D,BRWD1,NAGLU,TICAM1,NUP62,CTSA,CHPT1,ACSF2,SMAD4,CDKN2A,ANAPC4,ZNF720 bone-tibia-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour bone-tibia-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour 0.401424757305016 -0.912735167130202 661 101 0.0390413606494008 2587 17385 7629,90933,65986,7249,2305,288,9557,50804,23243,667,334,55147,152137,55973,1983,23144,58490,1856,10057,1263,29886,1182,10801,23762,26048,6310,7456,55840,84811,55741,10907,79651,79735,1650,10607,25824,27068,5778,24140,92714,81611,949,63027,65980,59269,10723,6209,8760,6187,2130,5504,9320,10664,6138,8621,84836,55102,4650,641,3693,169714,55159,2261,1954,55835,23303,6238,622,11108,23204,9555,9181,51512,374655,54882,53373,4644,10194,3475,53942,7264,8625,64763,9382,5393,8491,23499,84303,8165,2058,8773,51,84166,60412,5371,8985,284403,6878,9700,1029,79711 ZNF76,TRIM41,ZBTB10,TSC2,FOXM1,ANK3,CHD1L,MYEF2,ANKRD28,DST,APLP2,RBM23,CCDC50,BCAP29,EIF5,ZC3H3,RPRD1B,DVL2,ABCC5,PLK3,SNX8,CLCN3,SEPT9,OSBP2,ZNF500,ATXN1,WIPF1,EAF2,BUD13,EDEM2,TXNL4A,RHBDF2,TBC1D17,DDOST,TBL3,PRDX5,PPA2,PTPN7,FTSJ1,ARRDC1,ANP32E,SCARB1,SLC22A23,BRD9,HIVEP3,SLC12A7,RPS15,CDS2,RPS2,EWSR1,PPP1R2,TRIP12,CTCF,RPL15,CDK13,ABHD14B,ATG2B,MYO9B,BLM,ITGB5,QSOX2,RFWD3,FGFR3,MEGF8,CENPJ,KIF13B,RRBP1,BDH1,PRDM4,ARL6IP1,H2AFY,ARHGEF2,GTSE1,ZNF710,ANKHD1,TPCN1,MYO5A,TSHZ1,IFRD1,CNTN5,TSTA3,RFXANK,ZNF574,COG1,EXOSC9,MAP4K3,MACF1,CHCHD6,AKAP1,EPRS,SNAP23,ACOX1,NLRC5,EXOC4,PML,PLOD3,WDR62,TAF6,ESPL1,CDKN2A,IPO4 cortisol_producing cortisol_producing 0.40265581217085 -0.909673146048166 73 12 0.00463857750289911 2587 17385 2778,10463,476,4893,63922,6597,10116,3845,4221,5566,3265,5926 GNAS,SLC30A9,ATP1A1,NRAS,CHTF18,SMARCA4,FEM1B,KRAS,MEN1,PRKACA,HRAS,ARID4A adrenal_gland-adrenal_gland-adrenal_cortical_adenoma-cortisol_producing adrenal_gland-adrenal_gland-adrenal_cortical_adenoma-cortisol_producing 0.40265581217085 -0.909673146048166 73 12 0.00463857750289911 2587 17385 2778,10463,476,4893,63922,6597,10116,3845,4221,5566,3265,5926 GNAS,SLC30A9,ATP1A1,NRAS,CHTF18,SMARCA4,FEM1B,KRAS,MEN1,PRKACA,HRAS,ARID4A skin-sole-malignant_melanoma-acral_lentiginous skin-sole-malignant_melanoma-acral_lentiginous 0.408826895772746 -0.894463450249146 264 41 0.0158484731349053 2587 17385 338692,10045,9320,51643,4763,26092,9744,57492,11103,23011,9910,55973,6185,51257,221061,4893,23152,4835,259266,55253,11169,9790,672,55193,58508,57544,27316,1633,114882,80311,10785,4669,10128,55198,148022,23523,23272,54532,3265,1029,10721 ANKRD13D,SH2D3A,TRIP12,TMBIM4,NF1,TOR1AIP1,ACAP1,ARID1B,KRR1,RAB21,RABGAP1L,BCAP29,RPN2,MARCH2,FAM171A1,NRAS,CIC,NQO2,ASPM,TYW1,WDHD1,BMS1,BRCA1,PBRM1,KMT2C,TXNDC16,RBMX,DCK,OSBPL8,KLHL15,WDR4,NAGLU,LRPPRC,APPL2,TICAM1,CABIN1,FAM208A,USP53,HRAS,CDKN2A,POLQ islet_cell islet_cell 0.410235310121567 -0.891024356791195 152 24 0.00927715500579822 2587 17385 80331,4893,4763,8664,535,3845,4221,2778,54623,2261,79026,5439,6509,5728,57045,9797,4134,6794,23523,9128,3476,3265,10114,1029 DNAJC5,NRAS,NF1,EIF3D,ATP6V0A1,KRAS,MEN1,GNAS,PAF1,FGFR3,AHNAK,POLR2J,SLC1A4,PTEN,TWSG1,TATDN2,MAP4,STK11,CABIN1,PRPF4,IGBP1,HRAS,HIPK3,CDKN2A pancreas-carcinoid-endocrine_tumour-islet_cell pancreas-carcinoid-endocrine_tumour-islet_cell 0.410235310121567 -0.891024356791195 152 24 0.00927715500579822 2587 17385 80331,4893,4763,8664,535,3845,4221,2778,54623,2261,79026,6509,5439,57045,5728,9797,4134,6794,9128,23523,3476,10114,3265,1029 DNAJC5,NRAS,NF1,EIF3D,ATP6V0A1,KRAS,MEN1,GNAS,PAF1,FGFR3,AHNAK,SLC1A4,POLR2J,TWSG1,PTEN,TATDN2,MAP4,STK11,PRPF4,CABIN1,IGBP1,HIPK3,HRAS,CDKN2A haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-myeloproliferative_neoplasm haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-myeloproliferative_neoplasm 0.412503348071863 -0.88551095670249 54 9 0.00347893312717433 2587 17385 2067,387,1788,4893,3716,4763,23451,3845,1029 ERCC1,RHOA,DNMT3A,NRAS,JAK1,NF1,SF3B1,KRAS,CDKN2A myeloproliferative_neoplasm myeloproliferative_neoplasm 0.412503348071863 -0.88551095670249 54 9 0.00347893312717433 2587 17385 2067,387,1788,4893,3716,4763,23451,3845,1029 ERCC1,RHOA,DNMT3A,NRAS,JAK1,NF1,SF3B1,KRAS,CDKN2A lung-carcinoma-mixed_small_cell_carcinoma-adenocarcinoma lung-carcinoma-mixed_small_cell_carcinoma-adenocarcinoma 0.420240241366052 -0.86692872798372 87 14 0.0054116737533823 2587 17385 22852,5925,22936,27032,157506,4288,9744,200081,116224,9278,4125,9262,5926,5996 ANKRD26,RB1,ELL2,ATP2C1,RDH10,MKI67,ACAP1,TXLNA,FAM122A,ZBTB22,MAN2B1,STK17B,ARID4A,RGS1 prostate-carcinoma prostate-carcinoma 0.424547588769239 -0.856731174050622 9227 1378 0.532663316582915 2587 17385 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KACA,SAFB2,APP,ANKIB1,STAM,KTN1,PRKD3,RAB21,ATP2A2,SP100,ZKSCAN1,GRSF1,ZCCHC2,DDA1,NUP107,ANKRD13C,RNF19A,CEP63,RBM15,ATF2,GCC1,TMEM9,RNF169,DCTN1,ADCY7,ENPP4,SHOC2,MAP4K4,ATP6V0A1,CDCA2,DDX17,CHCHD3,TAF2,PEX5,CDC16,SEC61A1,HIPK2,WDR7,FUS,COIL,LRP8,LRCH1,ZNF786,TMBIM4,SESTD1,GMCL1,UBE4A,ETS1,IL21R,WRB,KRI1,CAPN2,ADD3,GATC,PRDM4,GTSE1,DCP1A,TTLL12,SGCB,TPCN1,HNRNPM,IMPA2,LDHB,PDPK1,PPP3CA,NUDT8,GUK1,TNFAIP3,POLK,ZNF512,JTB,MRPS10,MTMR12,PDE3B,ZNF862,KIF18A,KEAP1,POLE,CCDC6,WNT5B,TATDN2,MAPK6,CAPN7,LRPPRC,PML,LY75,RGL1,PSAP,WDR76,ANAPC4,THOC1,GNPDA1,GPBP1L1,PPP1R15B,MCCC1,CSNK2A1,S1PR2,BIRC2,ATPAF1,SSR1,LIN9,DLG5,ABL2,PIK3R2,ETV6,XRCC2,ZFYVE27,MYBL1,CCAR1,CDC37,PTPRK,ABCC5,HARS,TLK1,EZR,LRP5,ESYT1,BRCA1,ANLN,RHEB,DPYSL3,TBC1D17,TIMM13,TONSL,SOCS4,QRSL1,ACTB,PIEZO1,GLCCI1,NUDT11,LZTR1,CTCF,PPP3CB,DOCK11,RLF,ASXL2,CRLF3,RAPGEF6,RB1,NUS1,VMP1,SLC27A4,TIMELESS,AHDC1,MDFIC,MAML1,TMEM8A,ALDH18A1,ABCC1,CYTH1,TRAPPC9,NQO2,MEMO1,RTF1,EIF2AK1,KRAS,ARPC1A,EIF4G2,ZDHHC3,ZNF174,PSMC4,MOSPD3,GOLGA4,ITPRIPL1,PALB2,CDC27,CYLD,UGP2,FOXM1,XAB2,DUSP22,RPAIN,COMMD8,RAD23A,CSDE1,PDK2,MDM2,STRBP,DUS4L,CORO1A,DVL2,POC5,GM2A,CLPTM1,RPL29,SLC26A6,MTMR6,NFATC2,KDM1B,ARL5B,USP36,RPSA,DNAJC10,ATP1A1,ZNF700,PLEKHG4B,TIMM17A,PSMD3,CEP55,NCOA1,SLC25A39,USP53,ZC3HC1,ATXN7L2,CTDP1,GOLIM4,SMAP1,RRP15,DAP,SMC6,ARFIP2,NKRF,SUMF1,CHAC2,CSNK1A1,WRNIP1,PTPN2,IRF4,SLC1A4,CWC27,SS18L1,DDX31,RPAP3,CNTN5,SNX2,ZNF202,FAM50B,PPWD1,RHOT2,CHCHD6,BSDC1,NEU1,KPNA4,FBXO41,BIRC5,TFE3,SNAP29,CDCA7L,GLG1,FAM126A,RPS6KC1,CHMP7,ZNF496,TMEM41B,ZDHHC8,YTHDF3,PLXNA1,NHLRC3,IKBIP,SLC20A1,KIFC1,ASAP2,SNUPN,CDC25B,TFG,PLCL2,DNMT1,NOL12,USO1,ATG9A,AKT2,MKI67,DDX20,AURKB,GALNT7,SLC17A5,AMDHD2,CCNF,FOXRED1,RBM47,ITGB1,PTPN7,DHTKD1,ARRB2,TRAF5,ZNF598,HDAC2,DDX58,WSB2,HSPH1,MUT,GMFG,CHTF18,KIF23,NOTCH2,MAN2B1,METTL3,FKBP1A,SLC31A1,MEX3C,HDAC7,ATIC,DAD1,ATP6V0A2,PCYT2,GNAI2,ANKHD1,TMED2,EEF1D,MORC3,PHF10,ZNF84,KCTD20,SEPT8,PLEC,RIT1,KDM3A,PATL1,FAS,ADSS,EPRS,QARS,ERGIC3,LPCAT4,VCPIP1,TCOF1,YY1,PPP6R3,MAP3K5,RNF14,CDK2,CABLES1,ZC3HAV1,DNMT3A,CKLF,SYS1,RWDD1,TRIP10,ZBTB37,CAST,SUZ12,SF3B1,URB2,RAC1,EIF3D,OLA1,KLHL18,SLC25A44,AP1B1,SDHA,PHC2,FLAD1,APLP2,ZNF75D,SHC1,KDM2A,UCHL5,CDKN1B,TALDO1,CCT2,MAPRE2,ATP13A1,MKLN1,ERF,LYRM1,CUL3,CDC23,SHCBP1,AP4E1,DHX57,PRDM11,JAK1,PPP2R5A,TBL3,STAT1,PPA2,KLHDC4,PDCD11,ATMIN,RHEBL1,POLQ,OTUD5,NCOR2,PKP4,BABAM1,TCF3,BRAP,BLM,REEP5,FOXO3,MAD2L2,RBM17,PTEN,CRAT,AHSA1,CENPJ,PRC1,UPF2,SLC38A10,CREB1,UBE2M,PACS2,NCOA2,SMC4,NET1,NEK7,DENND4C,ILF3,PARP4,TBRG4,LRRC1,MARK2,YIF1A,GNA12,SGSH,HGS,TTLL4,MFAP1,HNRNPH3,BRWD3,CPEB2,VPS29,ESYT2,MIB2,SKA3,NPHP4,UBE2E2,HNRNPAB,PLXNC1,UBN1,NF1,MOGS,TAF6L,USP48,MAPK14,BECN1,SNAPC4,CUTC,RNF103,MBD4,ZNF804A,RAP1A,THADA,METTL14,ZNHIT6,DPYSL2,RCSD1,PHTF1,PPP1R12C,AKR1B1,NDUFB9,JOSD1,ZBTB22,OGG1,TIMM50,COPS8,FYTTD1,TDP1,DPM1,FOPNL,SLC16A7,RRM2,SOX4,DHX15,PAF1,GEMIN5,UBTF,SPATA2,IARS2,GALNT10,COPS6,PSMC1,SLC12A7,TBC1D12,PIGN,AGTRAP,ZNF768,CIB1,MED13L,MEF2A,XPO7,SRRT,RHBDD1,NFATC3,ZNF449,BANF1,ZNF335,CAPZA1,BCL2,KIFAP3,KNTC1,UBE3C,N4BP2,ALDH9A1,ZNF189,HP1BP3,VOPP1,CIC,THNSL1,SEPT7,CAND1,GNAS,TSC1,CDCA5,EXOC4,KIAA1328,PITPNA,ZFP90,NUP62,NANP,RBBP4,NAA20,PDSS2,PTDSS1,C7orf26,MBD1,TOMM20,IMMT,ASH1L,MPHOSPH8,GNPNAT1,HNRNPUL2,CHD1,MEAF6,ANKLE1,FARSA,CCDC50,PARL,RPN2,APOOL,PDIA6,SCYL3,ABI1,RLIM,ACSL5,FAM172A,ZNF500,NLN,TOR1AIP2,AZI2,PEF1,BTBD1,RAD54B,DAP3,TULP3,CANT1,USP11,SMURF1,TSPAN5,CBX4,CDS2,GOLPH3L,CASP6,EYA1,TOR3A,DBF4,KLF13,MAN1A1,FBXO5,GART,TANK,BRD7,YIF1B,TTC17,MRPL11,GINS1,SAMD4B,TELO2,CSNK1G2,ADAM17,HMGN1,ASPM,PRKAR1B,WDR81,MEN1,ZNF407,SYMPK,TARS,SNRPA,MFN2,MAPK3,HLA-B,ATAD2,PLAA,ZNF330,SRSF3,MBD6,TATDN1,PREPL,IDH3B haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-acute_lymphoblastic_leukaemia haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-acute_lymphoblastic_leukaemia 0.428890389995147 -0.846553893876921 160 25 0.00966370313103981 2587 17385 4152,6938,4893,4763,5562,6929,4605,10664,3845,23705,6659,4067,55544,56981,65095,3662,5925,3716,5728,2120,284695,5781,823,1029,2956 MBD1,TCF12,NRAS,NF1,PRKAA1,TCF3,MYBL2,CTCF,KRAS,CADM1,SOX4,LYN,RBM38,PRDM11,KRI1,IRF4,RB1,JAK1,PTEN,ETV6,ZNF326,PTPN11,CAPN1,CDKN2A,MSH6 adrenal_gland-adrenal_gland-adrenal_cortical_neoplasm-virilizing_syndrome_producing adrenal_gland-adrenal_gland-adrenal_cortical_neoplasm-virilizing_syndrome_producing 0.433190185538416 -0.836578419840442 16 3 0.00115964437572478 2587 17385 578,55147,5536 BAK1,RBM23,PPP5C bone-mandible-other-ameloblastoma bone-mandible-other-ameloblastoma 0.433190185538416 -0.836578419840442 16 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS ameloblastoma ameloblastoma 0.433190185538416 -0.836578419840442 16 3 0.00115964437572478 2587 17385 3845,4893,3265 KRAS,NRAS,HRAS peripheral_T_cell_lymphoma_unspecified peripheral_T_cell_lymphoma_unspecified 0.43391206503953 -0.834913380527239 167 26 0.0100502512562814 2587 17385 387,1788,4893,157506,9493,3845,9212,23499,89941,200424,7409,1031,5925,7454,5728,1785,6772,231,7267,23636,64794,6774,94120,3265,1029,50809 RHOA,DNMT3A,NRAS,RDH10,KIF23,KRAS,AURKB,MACF1,RHOT2,TET3,VAV1,CDKN2C,RB1,WAS,PTEN,DNM2,STAT1,AKR1B1,TTC3,NUP62,DDX31,STAT3,SYTL3,HRAS,CDKN2A,HP1BP3 central_nervous_system-posterior_fossa-glioma-astrocytoma_Grade_IV central_nervous_system-posterior_fossa-glioma-astrocytoma_Grade_IV 0.435035640448831 -0.832327319183423 55 9 0.00347893312717433 2587 17385 23511,9320,81671,3845,9735,3020,4048,9782,1029 NUP188,TRIP12,VMP1,KRAS,KNTC1,H3F3A,LTA4H,MATR3,CDKN2A central_nervous_system-brainstem-primitive_neuroectodermal_tumour-medulloblastoma-WNT_subtype central_nervous_system-brainstem-primitive_neuroectodermal_tumour-medulloblastoma-WNT_subtype 0.435552089875882 -0.831140880483123 187 29 0.0112098956320062 2587 17385 6868,53942,79585,9320,60592,2138,23451,987,2788,11253,3609,79677,6597,10664,25870,79754,10552,4548,79003,11060,10492,9844,90592,84166,57536,9716,3428,5214,157680 ADAM17,CNTN5,CORO7,TRIP12,SCOC,EYA1,SF3B1,LRBA,GNG7,MAN1B1,ILF3,SMC6,SMARCA4,CTCF,SUMF2,ASB13,ARPC1A,MTR,MIS12,WWP2,SYNCRIP,ELMO1,ZNF700,NLRC5,KIAA1328,AQR,IFI16,PFKP,VPS13B haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-chronic_myeloid_leukaemia haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-chronic_myeloid_leukaemia 0.437496819059148 -0.826685843932848 320 49 0.018940858136838 2587 17385 7629,1788,23451,10020,5879,22879,10664,4849,1031,2261,5925,51136,10075,2806,5728,8932,5781,1503,26046,23170,23228,2956,126321,8904,51780,4893,23152,9219,55700,3845,6016,5869,90121,8661,84295,199953,5445,2803,114885,5108,9825,114882,2734,5928,4089,3265,1029,10443,121268 ZNF76,DNMT3A,SF3B1,GNE,RAC1,MON1B,CTCF,CNOT3,CDKN2C,FGFR3,RB1,RNFT1,HUWE1,GOT2,PTEN,MBD2,PTPN11,CTPS1,LTN1,TTLL12,PLCL2,MSH6,MFSD12,CPNE1,KDM3B,NRAS,CIC,MTA2,MAP7D1,KRAS,RIT1,RAB5B,TSR2,EIF3A,PHF6,TMEM201,PON2,GOLGA4,OSBPL11,PCM1,SPATA2,OSBPL8,GLG1,RBBP4,SMAD4,HRAS,CDKN2A,N4BP2L2,RHEBL1 chronic_myeloid_leukaemia chronic_myeloid_leukaemia 0.437496819059148 -0.826685843932848 320 49 0.018940858136838 2587 17385 7629,1788,23451,10020,5879,22879,10664,4849,1031,2261,5925,51136,10075,2806,5728,8932,5781,1503,26046,23170,23228,2956,126321,8904,51780,4893,23152,9219,55700,3845,6016,5869,90121,8661,84295,199953,5445,2803,114885,5108,9825,114882,2734,5928,4089,3265,1029,10443,121268 ZNF76,DNMT3A,SF3B1,GNE,RAC1,MON1B,CTCF,CNOT3,CDKN2C,FGFR3,RB1,RNFT1,HUWE1,GOT2,PTEN,MBD2,PTPN11,CTPS1,LTN1,TTLL12,PLCL2,MSH6,MFSD12,CPNE1,KDM3B,NRAS,CIC,MTA2,MAP7D1,KRAS,RIT1,RAB5B,TSR2,EIF3A,PHF6,TMEM201,PON2,GOLGA4,OSBPL11,PCM1,SPATA2,OSBPL8,GLG1,RBBP4,SMAD4,HRAS,CDKN2A,N4BP2L2,RHEBL1 extraskeletal extraskeletal 0.43749977085001 -0.82667909695601 927 140 0.054116737533823 2587 17385 261734,7249,7798,116496,81559,64848,51427,5361,9919,25864,10992,78991,8774,63892,9972,11319,10342,1786,4249,1263,79894,4893,1952,79813,4288,389072,23559,23326,8661,9203,4122,3087,9697,79026,8312,55699,55278,6794,26224,84277,5700,51068,2130,64689,51307,64781,84908,6018,57492,54606,5925,4174,1954,829,63925,200576,9690,3475,10906,23152,8861,64763,3845,9139,9782,23,7520,2058,57536,30844,10611,10140,1029,56829,6938,9092,9595,25974,55870,6181,283899,11344,80308,11339,7409,26015,11151,51108,139322,51755,113,51203,23299,56834,6873,7818,5830,7289,137886,22926,22954,2521,3020,66005,19,55191,257218,57410,84245,8315,55922,23210,9354,64151,28969,54497,2261,27252,56259,5728,5781,6837,91746,9894,79836,163486,92797,7784,55628,89941,5595,4542,5426,9654,56987,10128,4065,284403,254065,3265 NPHP4,TSC2,LUZP1,FAM129A,TRIM11,YTHDC2,ZNF107,PLXNA1,SEC16A,ABHD14A,SF3B2,PCYOX1L,NAPG,THADA,NUP153,ECD,TFG,DNMT1,MGAT5,PLK3,ZNF672,NRAS,CELSR2,EHMT1,MKI67,PLEKHM3,WBP1,USP22,EIF3A,ZMYM3,MAN2A2,HHEX,TRAM2,AHNAK,AXIN1,IARS2,QRSL1,STK11,FBXL3,DNAJC30,PSMC1,NMD3,EWSR1,GORASP1,FAM53C,CERK,FAM136A,RLF,ARID1B,DDX56,RB1,MCM5,MEGF8,CAPZA1,ZNF335,PIKFYVE,UBE3C,IFRD1,TRAFD1,CIC,LDB1,ZNF574,KRAS,CBFA2T2,MATR3,ABCF1,XRCC5,EPRS,KIAA1328,EHD4,PDLIM5,TOB1,CDKN2A,ZC3HAV1,TCF12,SART1,CYTIP,MMACHC,ASH1L,RPLP2,INO80E,TWF2,FLAD1,OIP5,VAV1,RPAP1,CORO1A,METTL9,APOOL,CDK12,ADCY7,NUSAP1,BICD2,GPR137,TAF2,DAP3,PEX5,TULP3,UBXN2B,ATF6,TRIM32,FUS,H3F3A,CHID1,ABCA1,NADSYN1,SHPRH,SCYL1,MRI1,BRAP,NKRF,JMJD6,UBE4A,NCAPG,BZW2,HEATR5B,FGFR3,KLHL20,CTNNBL1,PTEN,PTPN11,MED22,YTHDC1,TELO2,LONRF3,DENND1B,HELB,ZP3,ZNF407,RHOT2,MAPK3,MYO1F,POLE,TTLL4,BBX,LRPPRC,LY75,WDR62,BRWD3,HRAS WNT_subtype WNT_subtype 0.447739232278681 -0.803544286842646 188 29 0.0112098956320062 2587 17385 6868,53942,79585,9320,60592,2138,23451,987,2788,11253,3609,79677,6597,10664,25870,79754,10552,4548,79003,11060,10492,9844,90592,84166,57536,9716,3428,5214,157680 ADAM17,CNTN5,CORO7,TRIP12,SCOC,EYA1,SF3B1,LRBA,GNG7,MAN1B1,ILF3,SMC6,SMARCA4,CTCF,SUMF2,ASB13,ARPC1A,MTR,MIS12,WWP2,SYNCRIP,ELMO1,ZNF700,NLRC5,KIAA1328,AQR,IFI16,PFKP,VPS13B T_cell_large_granular_lymphocytic_leukaemia T_cell_large_granular_lymphocytic_leukaemia 0.448846897969552 -0.801073433865921 82 13 0.0050251256281407 2587 17385 9092,23451,54505,23512,9194,154141,22926,3845,23705,6774,23548,1029,56829 SART1,SF3B1,DHX29,SUZ12,SLC16A7,MBOAT1,ATF6,KRAS,CADM1,STAT3,TTC33,CDKN2A,ZC3HAV1 large_intestine-caecum-carcinoma-adenocarcinoma large_intestine-caecum-carcinoma-adenocarcinoma 0.450868728490242 -0.796579049496999 14652 2183 0.843834557402397 2587 17385 51696,65986,89845,3074,10618,81669,26263,29904,51078,5887,79572,1785,117246,9736,284001,2067,4893,79813,56992,3185,11169,54531,11083,4087,58526,399687,8473,4358,9377,4086,7627,311,124411,23480,26088,84939,51622,7204,51715,79734,54930,440275,83464,5073,79577,115201,374395,57026,9126,401152,50628,9961,79902,22870,26986,387338,5464,3475,55109,221937,79171,23560,55700,54948,2002,7458,51109,10916,3836,2114,129450,26100,22902,10611,80221,11336,56910,90355,143187,283899,55758,253558,8895,57189,55147,147923,25909,25771,57533,10691,55968,55752,7769,23171,23144,79031,29886,79956,23741,3419,10553,4209,10430,79807,85461,4144,112936,23603,286053,79823,5536,10531,203068,353274,6431,22927,83605,10211,11119,55102,84836,79660,51280,84878,10075,339324,308,26046,89910,4676,374655,8128,6837,6709,6780,255758,57062,6867,57380,3939,23593,84298,117177,23548,8301,9467,6573,51,84875,7533,54865,116496,81559,64848,29907,29937,27044,80230,10444,5621,11103,4218,23225,26155,1983,10460,23429,157680,26469,54468,153364,57050,55193,4953,27005,92714,8754,1855,8650,163050,8880,148304,348180,64761,84240,1063,8649,51142,10787,57226,55316,64759,126432,23648,23303,8932,7507,191,2733,84064,84284,262,157922,388561,79091,3384,51657,26060,166379,157567,6257,5108,2590,64418,84166,10856,84280,4649,9133,7874,55830,8802,196528,56255,526,5093,4067,7409,51249,54534,5687,25888,55900,27154,23435,55973,10106,27339,51780,84057,1182,330,10450,25978,7416,199953,51031,3416,8449,115426,7517,128866,56288,83596,55388,9903,11333,54495,55143,2971,56996,10844,9456,84172,6048,29890,387,55197,9044,7156,23365,9416,782,7726,10016,51382,84456,83541,55247,1486,56987,3614,6883,7026,5223,10114,3428,23511,25957,5589,10713,7329,51312,57168,126299,5867,8801,493856,168850,988,147807,8910,23762,54888,23326,1207,8661,9203,84444,55677,55608,7454,146909,7174,54955,64393,8704,55119,51759,2130,10912,6240,9744,2683,84908,9913,55666,4849,10615,6242,9731,23016,51088,55144,9989,4436,54872,23194,64976,84629,94120,221061,8542,1984,9648,5558,22936,4242,6229,26003,830,154,10694,4548,5204,28231,79573,2801,27316,51586,9063,55198,142891,11165,1029,118472,4287,5894,9778,79074,51293,890,9110,7159,9716,389677,80895,51755,23476,10589,26502,56262,26610,9088,79754,11198,27335,29082,55871,22926,7518,8745,8899,4719,55635,4204,79048,10363,11060,152789,55186,8812,22826,8313,10370,65094,353322,2648,158,55690,9790,3784,23252,23499,3832,54939,64744,8772,51100,4542,11335,64423,6992,8446,1655,284403,6878,9700,5813,1642,50619,644815,79711,5412,93183,26151,57128,29933,55585,11156,55299,9801,79943,10992,78991,998,23336,2806,3032,84154,51006,26505,10498,6733,55255,51520,165055,987,51259,25870,58508,11054,5635,55723,4122,56478,51388,23350,4253,10795,27183,5504,135293,63929,5997,55646,5438,10906,10147,2629,83939,84447,1613,55843,84930,6675,4783,79672,7534,5476,10140,116461,22850,6938,5564,4191,6597,4998,54700,3376,10849,9928,51013,1431,1212,10126,1477,5450,56893,29107,84842,5229,6404,55234,6310,2739,4967,23299,23705,55741,64224,54472,2178,53615,6203,84964,6836,56931,406,81611,2289,202243,19,84306,8480,10540,53371,10608,5305,9213,83706,3799,27252,9632,6238,9181,8125,143458,6774,4644,57185,271,9352,51105,55827,51571,55254,27032,117584,9382,23186,3275,7942,5976,9844,23264,23220,57178,7013,3265,54520,51014,9091,10554,116840,26051,79003,55876,283237,23047,9972,27315,11070,389072,79666,25855,170394,91107,55717,8312,56006,84851,83752,4729,79142,64781,6522,2145,3693,4000,54606,8894,92745,3344,79587,7916,29035,9821,10771,9489,4605,54887,4350,9782,23154,84193,93081,375743,57472,54820,54583,7756,84079,21,84324,10625,116028,22879,27346,83540,10308,6941,153396,3895,351,23683,23059,488,51096,2926,54877,51434,25897,143684,252839,79571,254225,113,22875,157313,56834,10521,54927,5830,8881,28996,154141,148022,8566,27107,309,51643,64395,9354,2113,7485,168374,56902,824,120,79723,23170,53373,81542,11313,4670,126321,3945,5530,254552,51426,10899,2014,54545,7784,5140,81930,8030,5597,4065,60386,23179,5660,79968,3476,11124,1355,375790,9984,60313,84919,1457,9815,329,64756,9231,27,118813,79892,5796,11140,6670,4234,3035,23344,54443,6009,79735,55038,4796,11270,4669,60,7596,83590,10664,427,139818,51379,55252,9684,116150,4299,29969,9794,9267,4835,84135,27102,1982,51304,64598,150771,996,8773,9519,54496,154881,4698,1540,7360,11316,54985,284273,9453,84268,5886,5164,533,55342,11062,64981,5134,55334,1209,11224,7832,23234,9107,4773,221656,221079,57602,133957,51069,476,1198,5709,7975,55165,55192,80818,8648,51629,51530,7705,127002,51362,27333,60682,51018,1611,10020,79677,23647,55922,494143,28969,56897,79019,10728,818,9761,7753,23398,26240,89941,4758,7165,51125,57045,10857,2734,84668,26750,4712,440026,29801,5361,891,6574,8853,10073,245812,23228,10342,79065,4288,11218,51005,51809,26503,899,55572,54502,9317,10785,55526,7188,3066,114825,10808,54923,63922,84890,9493,10237,4853,11243,133746,2280,112574,1503,23545,200576,84282,79888,1936,10959,55274,55794,7637,10280,79837,257415,5339,55818,8175,355,2058,27153,113452,5859,6949,91768,29959,1788,51389,51192,9322,23451,23512,831,6195,5879,29789,80308,334,22992,30000,1027,6888,2879,57130,5983,10982,2077,8452,7884,57691,94239,5698,11232,90957,10412,3308,128308,3716,23015,10607,6400,54758,22984,23300,10721,5454,55593,9612,338692,8502,10067,83461,8604,641,57458,2962,1384,9055,26019,124565,246175,10695,9040,56912,54958,10194,55734,55667,57418,6132,3609,55227,55288,2011,23646,4924,23014,2768,128061,5203,3189,7027,53407,8570,132864,10534,705,64766,142678,9592,5763,4839,29855,90379,4763,54890,7841,10629,8678,1432,6621,7844,587,8930,57721,54680,92241,10745,6717,3835,9278,27247,4968,9830,84248,81603,6241,6659,51099,7343,80319,54623,55293,9825,10084,55699,11273,55568,83930,6209,23556,57085,10519,23039,51593,203523,596,22920,55728,50809,81552,79896,55832,79640,2778,7248,58517,146198,5928,9841,6602,4152,10163,25974,64841,54737,221092,1105,64769,152137,10270,6185,26097,2149,60343,51522,57147,10006,27429,56180,51132,83989,26048,57486,7456,51027,84811,553115,8666,53339,23118,7289,79726,124583,949,2620,8237,57154,10098,55844,8760,28986,28977,2138,25875,51621,5996,51020,4121,26271,2618,10010,29117,55095,84243,112495,84265,124997,4221,55628,9927,9406,114785,3420,528,7249,51110,5936,51239,6147,1031,8774,7391,55172,8907,139596,1408,11319,79102,25976,55379,57414,4249,84527,22836,2551,23559,378,84296,889,79026,56852,81572,6041,54480,27250,55916,59269,9703,63967,1660,10081,5715,55142,9276,7023,51136,1954,9783,25793,9343,10898,219927,51631,51386,9219,55253,9100,9452,4580,94097,2339,9124,57544,91603,57146,11222,57679,90933,3735,25886,288,9232,22974,54662,9802,10539,84798,85021,7920,26233,23616,9112,79876,1185,57117,401466,58490,8545,8904,10952,5441,79607,57120,1871,51340,5209,92344,5861,64599,5515,64770,11157,92806,1762,8975,80829,51605,51447,11091,203427,10654,6118,5708,25932,11235,150472,51117,3696,381,9138,54620,79183,27340,84061,2874,1622,8636,23505,64743,55215,10914,55120,200424,84662,3572,26173,10248,23446,136319,140459,5347,1952,10801,51107,10635,58486,150468,55840,3594,200185,55692,55341,127687,89122,10195,10555,1107,195828,1874,9128,3838,221336,1201,84277,23272,55768,25913,103910,64795,55355,11331,3300,51307,85409,6383,3831,8621,203054,1327,3337,5870,57492,56913,9738,155061,23204,9646,8508,11057,50717,2181,8861,8491,25852,55544,9397,3663,93323,51562,29095,55625,64374,92675,440279,56647,9092,84231,26092,55659,8270,56889,79038,64121,7675,11339,4899,54521,26015,81928,3998,10768,116447,11171,90864,147949,83891,55114,5436,163131,9674,5538,9631,64421,79651,57794,5933,10922,137886,11329,1174,283377,63027,66005,4089,5892,10463,55907,85451,55191,64151,55681,8323,8916,84705,1520,23595,91746,53,79366,10061,7284,5905,50640,3029,8539,51663,11196,124446,10868,3516,10015,4149,7798,283464,102,30827,1831,10947,8454,2992,54187,4942,50804,22852,25926,84922,7752,1836,6731,7071,114294,865,5982,84932,5557,4216,3087,51747,4134,138639,51068,29080,53635,1329,60592,1725,56172,5562,7410,388272,23708,128387,22839,5663,7633,23042,84313,374291,55249,60314,80011,6184,10092,1612,113791,1537,9655,2222,51604,133418,9948,64763,79169,5393,8289,754,8087,9527,5605,221830,8165,7520,3151,55361,847,22872,79139,23640,1054,116985,84669,81610,23523,55627,2821,9595,112858,9185,9230,91252,390916,1666,5899,6477,115,9663,23107,9306,7267,10535,1072,23141,220323,7417,23085,51321,55139,8427,79980,1650,3094,54487,6294,84264,201965,64327,56926,57673,2139,4126,254428,9334,7086,79872,55082,10314,23509,51439,54497,3105,10682,55159,4695,2530,91408,5781,10116,6143,1265,4696,10651,2956,64236,79836,26268,60558,11244,4947,29062,51463,6096,7629,345778,1314,57661,22993,23456,28991,667,11021,10572,55094,128338,10522,23020,51056,4690,7428,140890,397,23760,54014,5496,56904,27297,9031,79777,6794,1191,11200,140831,158427,56994,28998,8816,823,54780,4659,55596,64689,51035,29924,9159,9967,169714,7270,23165,8559,1119,51514,84246,54764,79648,6558,9114,1456,6128,79001,79811,132884,80311,6478,6566,30844,6625,23780,10443,27243,79585,9637,7371,5395,83549,23155,2132,4084,8078,3181,79595,4931,5537,51706,54989,9166,64320,84108,5445,10236,11234,6778,65980,55161,57106,27000,9320,257218,57410,11311,4650,84340,84888,79072,2261,653784,9360,9555,4728,9776,79033,2091,83786,10559,57553,126792,7040,60481,51300,92797,55269,57708,152579,57446,728642,8897,1955,38,80152,8985,57688,118,9682,64960,331,1659,2746,200539,8761,1020,805,5707,10783,84081,9910,6429,8514,5094,64223,1263,79894,83693,84545,10210,8541,10592,55974,30968,115509,3984,25824,11101,23417,527,26224,1870,8086,5214,11325,6749,65005,51116,29888,7155,84133,23423,55225,2799,25896,3632,4174,9678,284695,51172,26521,2117,23270,54505,54881,11253,9139,23,389257,5792,950,114885,79080,1845,4190,122060,3073,11236,57231,55809,23304,9557,10096,23038,4627,81614,5566,9667,8027,54467,6672,7586,79016,57122,81573,57506,80254,1386,1639,8036,84722,9448,23558,535,3301,6901,6873,284325,29927,23335,147381,2521,348654,7804,8161,23143,2584,136051,6187,91404,22906,23210,80143,65095,2079,283459,4710,11108,51512,79833,55802,6443,3613,10726,5170,7083,7128,2581,84450,23313,55173,10212,6117,7733,64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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,SMAD2,MID1IP1,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,ZNF720,SEC61G,GGA1,MUM1,CCZ1,TRIO,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,ATG4A,TMEM179B,PDXP,SMC3,C4orf3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,EXOC3,STARD7,C5orf30,VTI1A,INO80E,RCOR3,LCLAT1,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,ZNF226,GPD1L,ZC3H3,PDCL3,SNX8,ERMP1,EID1,IDH3A,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,CORO1C,NSMCE2,CAMKMT,PPP5C,PITRM1,TUBB,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,MED22,SPTAN1,STAU1,TCTEX1D2,DDX24,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,PARP10,YWHAH,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,NENF,SND1,RUFY1,ZER1,PRNP,KRR1,RAB8A,NUP210,NOC2L,EIF5,TACC3,RYBP,VPS13B,PTPN18,MIOS,MBLAC2,UTP3,PBRM1,ODC1,USP21,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,GLE1,HDHD2,NTPCR,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,BTBD10,MYO9A,CCNB2,USP7,GLT8D1,SUCLG1,ARID2,TMX4,ATP6V1B2,PCBP1,LYN,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,KDM3B,MND1,CLCN3,BIRC3,PPIE,CHMP2B,VDAC1,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,MCM10,KLHL21,PDAP1,TMX3,CDCA8,GTF3A,SLC12A9,TUBGCP2,HOMER1,POLR1B,RNF5,RBM15B,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,DDX23,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,NUP188,PNISR,PRKCSH,USP39,UBE2I,SLC25A37,ASPHD2,ZNF428,RAB4A,SUCLG2,CISD2,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,FAM136A,SUPT7L,NPLOC4,CNOT3,SPAG5,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,MFNG,RPS24,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,CCNA2,MTMR4,TP53BP2,AQR,RBM12B,ILKAP,CDK12,BRD4,DRAP1,NARF,LRRC8A,ELP4,PKMYT1,ASB13,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,CCNK,DNAJC8,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,ADSL,PACS1,BMS1,KCNQ1,OTUD3,MACF1,KIF11,COMMD4,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,FAM83G,IPO4,UBL3,PIGM,NAT9,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,CCDC125,ABCA1,PDCD2L,RAE1,DCTN2,NUP54,MXD4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,PGAP2,TMEM115,PLEKHM3,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,MPG,MATR3,NCDN,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,ABCA3,SARNP,IVNS1ABP,RMI2,MON1B,TMEM97,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,ZCCHC2,ANAPC7,RNF19A,FAM76B,TMEM9,GCC1,RNF169,ADCY7,ENPP4,CDCA2,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,LYPLA2,HNRNPM,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,MAPK6,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,COX15,AGRN,THOC1,GPBP1L1,PPP1R15B,CSNK2A1,GIT2,BIRC2,ATPAF1,DLG5,ABL2,ZFYVE27,MCMBP,PTPRK,CDC37,SP3,METTL1,HARS,ESYT1,ANLN,RHEB,TBC1D17,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,PDK2,ATP6V0B,STRBP,DUS4L,MRPL34,PDCD2,SLC39A9,CLPTM1,RPL35,BTG2,DNAJC9,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,MAFK,CEP55,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,RPS6KC1,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,ASAP2,SNUPN,CNPY4,PLCL2,TFG,ATG9A,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SNX18,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,FAM133B,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,SUZ12,CAST,RPS6KA1,RAC1,OLA1,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,PSMB9,POLG2,DHX57,NSA2,HSPA4,MRPL55,JAK1,GOLGA8A,TBL3,SEL1L,KLHDC4,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,PRC1,UPF2,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PFDN4,HNRNPH3,TFDP1,STX18,KHSRP,CPEB2,SSSCA1,BYSL,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,ALKBH5,MOGS,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,METTL14,ZNHIT6,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,CAND1,C22orf46,GNAS,TSC1,RBM25,ZFP90,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,CCDC50,AKAP8,RPN2,CHTOP,F2R,FAM3A,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,NLN,WIPF1,BOLA1,BUD13,PEF1,EIF3G,BTBD1,TAB2,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,MRPL42,EYA1,LETMD1,KLF13,RGS1,HDDC2,MAN1A1,FBXO5,GART,TANK,BRD7,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,ZRANB2,MBD6,IDH3B,ATP6V1C1,TSC2,LACTB2,RBM4,ANKRD39,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,RHBDD2,MGAT5,ZNF559,RHOBTB3,GABPA,WBP1,ARF4,GINS4,KRIT1,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,RNFT1,MEGF8,RIMS3,FBXO7,EFTUD2,CPSF4,MRPL21,LUC7L2,EIF3L,MTA2,TYW1,USP10,ITM2A,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,TRIM41,KARS,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,GLRX3,C19orf48,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,PPP2CA,CCDC14,LSM6,CENPBD1,DMWD,USP13,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,PMVK,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,TTPAL,UTP20,MAGT1,GPS2,DBI,SSNA1,TMEM131,WDR13,FANCI,PAPOLA,FANCL,TET3,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,CELSR2,SEPT9,APH1A,RAD51AP1,ZBED5,CKAP2L,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,C1orf122,TRIM4,ALG3,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,NMT2,IRF5,HAUS8,MBIP,ORMDL2,ZDHHC7,SIL1,DTD1,UNC13C,BCCIP,SART1,TRAF7,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,OIP5,NRF1,WDR44,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,KIAA0040,PPT1,NUP155,DCLRE1C,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,CHID1,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,YTHDC1,ACP2,HMGN5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,TMEM219,USP20,RBPJ,PDCD6IP,MAX,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,NOL11,FIZ1,ZNF200,SLC26A2,SRP72,KLF10,LACTB,CBFB,RFC2,RAB2B,PRIM1,MAP3K4,HHEX,LUC7L3,MAP4,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,SCOC,DHPS,ANKH,PRKAA1,VAV2,C16orf87,GSPT2,TATDN3,DLGAP4,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,ARPC5,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,SEC31A,DERL1,HSPBP1,CEBPG,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,SLC39A13,NUDT19,DECR1,RALB,SIAH1,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,RNASEH2A,CFL1,ANKLE2,OAF,VDAC2,ERC1,AMZ2,ANKZF1,ZNF282,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,RWDD4,LMBR1,NCLN,BEND3,EYA2,MANBA,SLC41A1,B4GALT5,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FUT8,BTF3L4,PTPN11,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,FBXO9,GUF1,ZHX1,OAZ2,WDR91,GPR89B,RORB,ZNF76,MTX3,COPA,PHRF1,HMGXB3,ABCB10,COMMD5,DST,RAB35,SIVA1,GPATCH1,DRAM2,DEAF1,SNRNP200,LAP3,NCK1,VHL,SREK1,ARHGDIB,PITPNB,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,ACBD4,STK11,CLU,CHEK2,ZSWIM3,TSTD2,CHPT1,MRPL13,DCAF5,CAPN1,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,UBXN1,EPN1,PCSK7,THRAP3,QSOX2,TTF1,NUP205,PRPF18,CHKA,DTL,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,APOL2,N4BP2L2,CHMP2A,CORO7,FEZ2,UCK2,PMS2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,PON2,HNRNPR,HPS5,STAT6,BRD9,TMEM33,NAT14,DNAJC2,TRIP12,SHPRH,SCYL1,VPS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ovary-germ_cell_tumour-mixed ovary-germ_cell_tumour-mixed 0.451338404735131 -0.795537877752682 10 2 0.000773096250483185 2587 17385 1788,1029 DNMT3A,CDKN2A adrenal_cortical_carcinoma adrenal_cortical_carcinoma 0.457677226738664 -0.781591088429612 2311 346 0.133745651333591 2587 17385 51696,25957,7249,283464,89845,51728,50804,8761,55017,22852,3833,25926,23047,994,25976,4893,79813,83693,56992,4288,11169,54531,11083,84549,9203,30968,79026,9317,5714,8312,7174,54955,5778,8473,7188,4946,3066,311,9703,60592,51116,7204,64781,6522,84133,2145,55015,79577,55666,9126,112574,3632,1954,622,4436,1612,3344,200576,10898,54882,1984,51386,9648,157506,23560,64763,54887,5339,8289,55818,10694,23,23154,5792,10797,3836,57544,9124,2114,2801,1633,81610,1054,23523,57472,122060,6949,7528,4217,1029,1788,23451,23304,288,8664,22974,4627,153396,54386,147923,25909,9112,57533,9663,23107,7267,25897,9716,1386,51755,113,10576,79956,4289,8452,535,79807,54433,10155,64599,27335,5515,7716,1650,148022,8161,1783,10721,8745,8502,55732,80829,91404,84335,7485,54497,88745,25901,57458,55159,51280,79723,10075,5728,55835,26046,23170,54620,10499,126321,3945,10194,5530,2648,84450,143,23593,29882,3784,23548,1891,4924,64423,6573,643641,5426,9654,5307,7027,5371,10128,4065,439,3148,79968,57488,261734,375790,4839,25829,4763,60313,81559,116496,11004,329,6621,64756,10914,23336,26173,55094,3835,1983,55775,81603,118460,10801,1952,54468,11176,987,9194,222484,79751,23344,58508,10036,1809,54014,4796,23350,11273,6794,11200,140831,158427,56994,25913,23232,4659,55355,51307,29924,4205,10787,23039,139818,51735,23165,9684,5925,64759,203523,81671,23303,27245,2733,9735,9114,10906,23152,10147,6128,157922,27102,3845,388561,79811,9397,2778,2803,150771,58517,64418,60412,92675,146198,30844,440279,9791,9841,6602,56647,10989,55870,196528,2305,7371,6597,7675,2132,7409,25888,55342,55486,6185,55973,139322,51108,10130,51780,163131,5229,651746,1371,7456,9107,9631,9129,55741,2178,8666,56931,8449,22937,5933,406,115426,3020,8237,54532,51530,27000,10045,51018,257218,10926,2971,4650,64151,83706,56897,1520,4723,2618,9632,10010,9181,29117,9776,215,2091,4644,57185,79657,79366,9044,92797,10061,27032,129285,9382,23398,4221,55628,4758,22931,29028,9844,7030,84078,6428,80152,57178,3265 HECA,PNISR,TSC2,GXYLT1,ABCC10,POLR3K,MYEF2,PABPC4,C14orf119,ANKRD26,KIFC1,NOL11,PDS5B,CDC25B,TIPARP,NRAS,EHMT1,HSDL1,KIF15,MKI67,WDHD1,MIER2,DIDO1,MAK16,ZMYM3,STOML2,AHNAK,PTER,PSMD8,AXIN1,TPP2,C1orf109,PTPN7,OGT,TRAF5,OAZ1,HDAC2,ANXA11,KIAA0100,SCOC,MRPS2,TRIO,CERK,SLC4A2,ZNRF3,EZH1,PRPF39,CDC73,NPLOC4,SMC3,SNX18,INPP5A,MEGF8,BDH1,MSH2,DAPK1,FOXN2,PIKFYVE,CPSF4,ANKHD1,EIF5A,EIF3L,GCC2,RDH10,GTPBP4,ZNF574,UHRF1BP1,PLEC,ARID1A,KDM3A,CCT8,ABCF1,NCDN,PTPRF,MTHFD2,KPNA1,TXNDC16,PDLIM1,ETS2,GOLGA2,DCK,FAM83D,CEBPG,CABIN1,CNOT6,SLAIN1,TCOF1,YY1,MAP3K5,CDKN2A,DNMT3A,SF3B1,UBR2,ANK3,EIF3D,TPX2,MYH9,TMEM161B,TERF2IP,ZNF420,AHCTF1,MTA1,TBC1D14,LPIN2,MRPS27,TTC3,RNF19A,AQR,ATF2,CDK12,ADCY7,CCT2,ERMP1,MKLN1,CUL3,ATP6V0A1,GSTCD,GAR1,TRIM28,GIGYF1,EIF3K,PPP2CA,VEZF1,DDOST,TICAM1,COIL,DYNC1LI2,POLQ,ADAM23,PKP4,C1orf112,ZFP91,SESTD1,AKT1S1,WRB,HEATR5B,RRP36,CCDC28A,TMCC3,RFWD3,GOLM1,SUV39H2,HUWE1,PTEN,CENPJ,LTN1,TTLL12,FBXL19,NCOA2,MFSD12,LDHB,TSHZ1,PPP3CA,KAT2A,ZNF512,PARP4,HEBP2,ANAPC2,KCNQ1,TTC33,ECH1,NUCB1,INF2,SLC19A1,ZNF862,POLE,TTLL4,PITX1,TFDP1,PML,LRPPRC,LY75,ASNA1,HMGB2,WDR76,ESYT2,NPHP4,AGRN,NOP2,TMEM184B,NF1,GPBP1L1,TRIM11,FAM129A,KIF2C,BIRC2,SNAPC4,ATPAF1,PAPOLA,SYNM,INTS1,GPATCH1,KIF22,EIF5,TDP1,TRIM8,EXOSC6,SEPT9,CELSR2,MIOS,BAZ2A,LRBA,SLC16A7,LNX2,SLC25A22,ESYT1,KMT2C,CHAF1A,DPYSL3,BRWD1,TONSL,U2SURP,ATXN2L,STK11,CHEK2,ZSWIM3,TSTD2,CHPT1,POT1,TBC1D12,PPP1R12A,HJURP,FAM53C,EPN1,MEF2A,NCKAP1,XPO7,DOCK11,RAPGEF6,NUP205,LRRC14,RB1,TNS3,ZNF449,VMP1,KIF13B,AHDC1,GLE1,KNTC1,ATP6V0D1,TRAFD1,CIC,SUGP2,RPL6,CAMSAP1,EIF2AK1,KRAS,ZNF761,SLTM,NMT2,GNAS,GOLGA4,ITPRIPL1,RBM25,TMEM168,EXOC4,DTD1,ZFP90,EHD4,UNC13C,PTDSS1,ZBTB24,SMARCD1,BCCIP,IMMT,ASH1L,ARID2,FOXM1,UCK2,SMARCA4,ZNF121,EXT2,VAV1,ZNF473,STRBP,PARL,RPN2,BCAP29,APOOL,METTL9,PDIA6,KDM3B,ZNF780B,PGGT1B,ANKRD33B,CPOX,WIPF1,MTMR6,NUP155,PRPF3,EDEM2,FANCE,EIF3G,DUS3L,DHX16,SCAP,RBL1,ARNTL,UHRF2,H3F3A,USP11,USP53,ZC3HC1,DNAJC2,SH2D3A,RRP15,SHPRH,DBF4,GTF3A,MYO9B,NCAPG,FERMT3,WRNIP1,CTSS,NDUFV1,GART,SEC24C,TANK,ARHGEF2,BRD7,ATG13,ABCD1,FBL,MYO5A,NIPAL3,RPAP3,HMGN5,BTAF1,HELB,ABCF2,ATP2C1,PPP1R21,COG1,PPWD1,MEN1,ZNF407,NEU1,RAB18,ATAD2,ELMO1,TFE3,KBTBD7,SRSF3,CENPT,ZMIZ1,HRAS breast-other-papilloma breast-other-papilloma 0.468171658400854 -0.758920258861215 30 5 0.00193274062620796 2587 17385 2778,2261,3845,4893,3265 GNAS,FGFR3,KRAS,NRAS,HRAS bone-pelvis-chondrosarcoma-central bone-pelvis-chondrosarcoma-central 0.468171658400854 -0.758920258861215 30 5 0.00193274062620796 2587 17385 5925,23365,79896,1029,60412 RB1,ARHGEF12,THNSL1,CDKN2A,EXOC4 central_nervous_system-brainstem-glioma-astrocytoma_Grade_II central_nervous_system-brainstem-glioma-astrocytoma_Grade_II 0.468412699700384 -0.758405534687643 143 22 0.00850405875531504 2587 17385 4893,4763,5395,4288,3845,51439,889,84991,7733,6573,3716,83855,27316,8460,5781,29117,124565,7268,3020,3265,1029,23505 NRAS,NF1,PMS2,MKI67,KRAS,FAM8A1,KRIT1,RBM17,ZNF180,SLC19A1,JAK1,KLF16,RBMX,TPST1,PTPN11,BRD7,SLC38A10,TTC4,H3F3A,HRAS,CDKN2A,TMEM131 caecum caecum 0.469090763038454 -0.75695900465708 14664 2184 0.844221105527638 2587 17385 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RF,CHAC2,BZW2,WRNIP1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,RPS6KC1,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,ASAP2,SNUPN,CNPY4,PLCL2,TFG,ATG9A,MKI67,DDX20,AMDHD2,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SNX18,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,FAM133B,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,SUZ12,CAST,RPS6KA1,RAC1,OLA1,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,PSMB9,POLG2,DHX57,NSA2,HSPA4,MRPL55,JAK1,GOLGA8A,TBL3,SEL1L,KLHDC4,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,PRC1,UPF2,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PFDN4,HNRNPH3,TFDP1,STX18,KHSRP,CPEB2,SSSCA1,BYSL,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,ALKBH5,MOGS,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,METTL14,ZNHIT6,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,CAND1,C22orf46,GNAS,TSC1,RBM25,ZFP90,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,CCDC50,AKAP8,RPN2,CHTOP,F2R,FAM3A,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,NLN,WIPF1,BOLA1,BUD13,PEF1,EIF3G,BTBD1,TAB2,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,MRPL42,EYA1,LETMD1,KLF13,RGS1,HDDC2,MAN1A1,FBXO5,GART,TANK,BRD7,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,ZRANB2,MBD6,IDH3B,ATP6V1C1,TSC2,LACTB2,RBM4,ANKRD39,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,RHBDD2,MGAT5,ZNF559,RHOBTB3,GABPA,WBP1,ARF4,GINS4,KRIT1,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,RNFT1,MEGF8,RIMS3,FBXO7,EFTUD2,CPSF4,MRPL21,LUC7L2,EIF3L,MTA2,TYW1,USP10,ITM2A,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,TRIM41,KARS,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,GLRX3,C19orf48,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,C8orf59,RPRD1B,CGGBP1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,PPP2CA,CCDC14,LSM6,CENPBD1,DMWD,USP13,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,PMVK,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,TTPAL,UTP20,MAGT1,GPS2,DBI,SSNA1,TMEM131,WDR13,FANCI,PAPOLA,FANCL,TET3,GLIS2,IL6ST,INTS1,POP7,SLC44A1,MTPN,ASB6,PLK1,CELSR2,SEPT9,APH1A,RAD51AP1,ZBED5,CKAP2L,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,C1orf122,TRIM4,ALG3,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,NMT2,IRF5,HAUS8,MBIP,ORMDL2,ZDHHC7,SIL1,DTD1,UNC13C,BCCIP,SART1,TRAF7,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,OIP5,NRF1,WDR44,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,KIAA0040,PPT1,NUP155,DCLRE1C,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,CHID1,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,YTHDC1,ACP2,HMGN5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,TMEM219,USP20,RBPJ,PDCD6IP,MAX,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,NOL11,FIZ1,ZNF200,SLC26A2,SRP72,KLF10,LACTB,CBFB,RFC2,RAB2B,PRIM1,MAP3K4,HHEX,LUC7L3,MAP4,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,SCOC,DHPS,ANKH,PRKAA1,VAV2,C16orf87,GSPT2,TATDN3,DLGAP4,PSEN1,ZNF79,PDXDC1,VPS25,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,ARPC5,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,SEC31A,DERL1,HSPBP1,CEBPG,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,SLC39A13,NUDT19,DECR1,RALB,SIAH1,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,RNASEH2A,CFL1,ANKLE2,OAF,VDAC2,ERC1,AMZ2,ANKZF1,ZNF282,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,RWDD4,LMBR1,NCLN,BEND3,EYA2,MANBA,SLC41A1,B4GALT5,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FUT8,BTF3L4,PTPN11,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,FBXO9,GUF1,ZHX1,OAZ2,WDR91,GPR89B,RORB,ZNF76,MTX3,COPA,PHRF1,HMGXB3,ABCB10,COMMD5,DST,RAB35,SIVA1,GPATCH1,DRAM2,DEAF1,SNRNP200,LAP3,NCK1,VHL,SREK1,ARHGDIB,PITPNB,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,ACBD4,STK11,CLU,CHEK2,ZSWIM3,TSTD2,CHPT1,MRPL13,DCAF5,CAPN1,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,UBXN1,EPN1,PCSK7,THRAP3,QSOX2,TTF1,NUP205,PRPF18,CHKA,DTL,MED10,ZRANB1,MCPH1,SLC12A2,ATP6V0D1,CSNK1G3,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,APOL2,N4BP2L2,CHMP2A,CORO7,FEZ2,UCK2,PMS2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,RNF25,PCGF6,PON2,HNRNPR,HPS5,STAT6,BRD9,TMEM33,NAT14,DNAJC2,TRIP12,SHPRH,S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acute_lymphoblastic_leukaemia acute_lymphoblastic_leukaemia 0.47292212285792 -0.748824549166376 2248 336 0.129880170081175 2587 17385 51552,51696,23511,7249,9091,1831,5361,6574,25864,29904,1020,7391,10073,10783,23047,994,51257,25976,122416,1786,117246,64223,9736,1263,27315,4893,23762,208,55872,4288,11083,8541,9212,8661,4216,25855,115509,3984,55526,6041,5214,2130,63967,79142,5562,7204,29888,2683,9493,4125,2145,440275,4853,133746,4174,9343,1612,284695,5261,3475,54881,79837,4605,222658,23176,8289,5605,10694,9782,8175,388,84295,7520,2058,950,55627,4217,9701,1017,29959,80221,57679,1029,3735,162979,112858,1788,23451,6195,5894,23304,9500,288,8664,5879,347734,5566,23683,22992,6888,51755,79571,23476,2077,57120,9448,23558,535,9088,10155,4144,11198,56981,6873,8427,5830,5525,29927,3716,112936,28996,6294,23335,64327,22954,8703,1783,8899,2584,9612,338692,353274,4719,6929,8315,9354,641,54497,152789,2962,65095,5728,9138,5781,64708,374655,53373,2956,6709,5170,79183,10194,7128,55667,140609,3609,55288,10212,3832,2011,8301,23646,6573,9817,2874,5597,23473,439,79968,9700,1642,79711,23649,7325,1314,4763,84919,7841,1457,10629,1432,9815,200424,27,4218,57721,11021,2120,23446,3032,3835,51006,10460,6733,5796,11140,5347,10920,10522,23020,1952,54468,123811,9874,2764,990,672,23344,58508,6659,11054,27005,9262,1731,79735,54014,1107,6794,60,11200,140831,10980,823,8216,51035,10664,7072,3831,8621,203054,139818,55252,51593,23165,55646,5925,4775,23648,23625,9646,27245,58986,55728,1456,50809,8861,8491,27102,3845,55544,1613,84930,5704,2778,58517,64418,29095,10492,113130,84166,79672,54496,10140,9841,22850,4152,6938,7874,27243,122509,221092,1120,3661,4067,11344,5093,1105,8078,2193,5164,152137,26015,11151,2149,57147,5436,4773,9631,23705,221656,63931,56931,22937,23118,1198,10922,5709,10440,6778,11329,949,3020,5594,80346,66005,27333,57410,81620,23647,375,1452,64151,84340,55681,4121,56897,2261,3662,53918,215,6774,818,1455,7156,9382,23365,89941,7942,5595,5976,10868,26750,10114,3265,112483,5866 RAB14,HECA,NUP188,TSC2,PIGQ,TSC22D3,PLXNA1,SLC20A1,ABHD14A,EEF2K,CDK5,USF1,SNUPN,NEK6,PDS5B,CDC25B,MARCH2,TIPARP,ANKRD9,DNMT1,FTSJ3,MLST8,USP34,PLK3,PGAP2,NRAS,OSBP2,AKT2,PBK,MKI67,DIDO1,PPFIA3,AURKB,EIF3A,MAP3K4,BRMS1,ZNF689,LIMK1,DHTKD1,RNASEL,PFKP,EWSR1,CLSPN,PHF23,PRKAA1,TRIO,STRN4,B4GALT1,KIF23,MAN2B1,EZH1,EIF2AK4,NOTCH2,JMY,MCM5,EFTUD2,DAPK1,ZNF326,PHKG2,IFRD1,TEX10,PIP4K2C,MYBL2,KCTD20,SEPT8,ARID1A,MAP2K2,CCT8,MATR3,SF3A2,RHOB,PHF6,XRCC5,EPRS,SCARB2,SMPD4,MAP3K5,PPP6R2,CDK2,NRBP1,ACSF2,ALS2,CDKN2A,KARS,ZNF296,TP53RK,DNMT3A,SF3B1,RPS6KA1,RAF1,UBR2,MAGED1,ANK3,EIF3D,RAC1,SLC35B2,PRKACA,PRKD3,KDM2A,TALDO1,CDK12,GCC1,BRD4,ERF,GOPC,MAP4K4,WBP2,ATP6V0A1,PKMYT1,TRIM28,MAT2A,SUPT16H,PRDM11,TAF2,ZNF282,PEX5,PPP2R5A,SEC61A1,JAK1,VPS26B,HIPK2,SAFB,WDR7,LMBR1,TRIM32,B4GALT3,DYNC1LI2,PRPF4B,GALK1,NCOR2,ANKRD13D,ZNF445,NDUFS1,TCF3,BRAP,UBE4A,BLM,HEATR5B,JAKMIP1,GTF2F1,KRI1,PTEN,ARHGEF1,PTPN11,COPS7B,ZNF710,TPCN1,MSH6,SPTAN1,PDPK1,TTPAL,TSHZ1,TNFAIP3,DENND4C,NEK7,ILF3,RHOT1,DDX39A,KIF11,MARK2,PICALM,PLD3,SLC19A1,KEAP1,GPS2,MAPK6,CAPN7,ASNA1,WDR76,ESPL1,DDB1,IPO4,POLA2,UBE2E2,COPA,NF1,PPP1R15B,MOGS,CSNK2A1,TAF6L,MAPK14,GIT2,TET3,ABL2,RAB8A,METTL14,RAB35,ETV6,SLC44A1,HADHB,KIF22,SLC35C2,TACC3,SRPK2,PTPRK,CDC37,PLK1,COPS8,DEAF1,SNRNP200,CELSR2,MIOS,FOPNL,TLK1,GMFB,CDC6,BRCA1,ESYT1,KMT2C,SOX4,OGFR,USP21,STK17B,SEPT1,TBC1D17,BRWD1,CHD3,STK11,ACTB,CHEK2,ZSWIM3,COPS6,CAPN1,LZTR1,UBXN1,CTCF,TIA1,KLC1,CDK13,ADCK5,DOCK11,ASXL2,SRRT,NUP205,LYAR,RB1,NFATC3,SSBP3,FAM89B,CTR9,AHDC1,TMEM8A,N4BP2,CSNK1G3,HP1BP3,LDB1,MAP4K3,EIF2AK1,KRAS,RBM38,DAPK3,MASTL,PSMC4,GNAS,RBM25,TMEM168,ORMDL2,SYNCRIP,CDCA5,NLRC5,FN3KRP,PRMT7,TOB1,ZBTB24,ADNP2,MBD1,TCF12,USP7,CHMP2A,IFI27L1,HNRNPUL2,CHKB,IRF3,LYN,TWF2,PCBP1,CHD1,USP5,FARSA,PDK2,CCDC50,RPAP1,CORO1A,F2R,SCYL3,POLR2G,NFATC2,NUP155,CADM1,KDM1B,MRPS14,DUS3L,SCAP,TAB2,CLK3,FASTK,PSMD3,TIMM17A,STAT6,STK38,SCARB1,H3F3A,MAPK1,REEP4,CHID1,GOLIM4,SCYL1,CDT1,ARFIP2,ARF1,CSNK1A1,NCAPG,GFM2,SCYL2,MAN1A1,WRNIP1,FGFR3,IRF4,PELO,ABCD1,STAT3,CAMK2G,CSNK1G2,TOP3A,COG1,ARHGEF12,RHOT2,TFEB,MAPK3,UPF1,USP20,RPS6KC1,HIPK3,HRAS,SAT2,RAB3IL1 pancreas-other-cystic_tumour pancreas-other-cystic_tumour 0.473474274037355 -0.747657699326511 90 14 0.0054116737533823 2587 17385 2778,55593,996,2801,84669,56922,23647,3845,3784,19,94120,1029,157680,10036 GNAS,OTUD5,CDC27,GOLGA2,USP32,MCCC1,ARFIP2,KRAS,KCNQ1,ABCA1,SYTL3,CDKN2A,VPS13B,CHAF1A cystic_tumour cystic_tumour 0.473474274037355 -0.747657699326511 90 14 0.0054116737533823 2587 17385 2778,55593,996,2801,84669,56922,23647,3845,3784,19,94120,1029,157680,10036 GNAS,OTUD5,CDC27,GOLGA2,USP32,MCCC1,ARFIP2,KRAS,KCNQ1,ABCA1,SYTL3,CDKN2A,VPS13B,CHAF1A central_nervous_system-cerebral_cortex-glioma-angiocentric central_nervous_system-cerebral_cortex-glioma-angiocentric 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS adrenal_gland-adrenal_gland-adrenal_cortical_hyperplasia-aldosterone_producing adrenal_gland-adrenal_gland-adrenal_cortical_hyperplasia-aldosterone_producing 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 476 ATP1A1 fibrosis fibrosis 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3265 HRAS large_intestine-right-serrated_polyp-hyperplastic_polyp large_intestine-right-serrated_polyp-hyperplastic_polyp 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS aberrant_crypt_foci aberrant_crypt_foci 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS temporobasal temporobasal 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 5728 PTEN lung-right_upper_lobe-carcinoma-small_cell_carcinoma lung-right_upper_lobe-carcinoma-small_cell_carcinoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS large_intestine-colon-serrated_polyp-hyperplastic_polyp large_intestine-colon-serrated_polyp-hyperplastic_polyp 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS skin-benign_melanocytic_nevus-blue skin-benign_melanocytic_nevus-blue 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 4893 NRAS skin-benign_melanocytic_nevus-junctional skin-benign_melanocytic_nevus-junctional 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 2261 FGFR3 bone-tibia-other-aneurysmal_bone_cyst bone-tibia-other-aneurysmal_bone_cyst 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 9967 THRAP3 small_intestine-carcinoma small_intestine-carcinoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS other_carcinoma other_carcinoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3265 HRAS central_nervous_system-temporal_lobe-glioma-ependymoma_Grade_III-IV central_nervous_system-temporal_lobe-glioma-ependymoma_Grade_III-IV 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 4221 MEN1 central_nervous_system-thalamus-glioma-oligodendroglioma_Grade_II central_nervous_system-thalamus-glioma-oligodendroglioma_Grade_II 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 5728 PTEN large_intestine-appendix-carcinoid-endocrine_tumour-goblet_cell large_intestine-appendix-carcinoid-endocrine_tumour-goblet_cell 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS autonomic_ganglia-sinonasal_and_nasal_cavity-olfactory_neuroblastoma autonomic_ganglia-sinonasal_and_nasal_cavity-olfactory_neuroblastoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 2130 EWSR1 central_nervous_system-parietal_lobe-glioma-oligodendroglioma_Grade_III central_nervous_system-parietal_lobe-glioma-oligodendroglioma_Grade_III 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 1031 CDKN2C breast-other-fibrosis breast-other-fibrosis 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3265 HRAS endometrium-other-ovarian_sex_cord_tumour endometrium-other-ovarian_sex_cord_tumour 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 221895 JAZF1 central_nervous_system-midbrain-glioma central_nervous_system-midbrain-glioma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3020 H3F3A skin-face-malignant_melanoma-superficial_spreading skin-face-malignant_melanoma-superficial_spreading 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 1029 CDKN2A ovary-carcinoma-Krukenberg_tumour ovary-carcinoma-Krukenberg_tumour 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 1788 DNMT3A haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-adult_T_cell_lymphoma-leukaemia haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-adult_T_cell_lymphoma-leukaemia 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS large_intestine-right-adenoma-tubular large_intestine-right-adenoma-tubular 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS central_nervous_system-cerebral_cortex-glioma-astrocytoma_Grade_I central_nervous_system-cerebral_cortex-glioma-astrocytoma_Grade_I 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS skin-elbow-benign_melanocytic_nevus-Spitz skin-elbow-benign_melanocytic_nevus-Spitz 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3265 HRAS muscle muscle 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS soft_tissue-blood_vessel-haemangioma-spindle_cell soft_tissue-blood_vessel-haemangioma-spindle_cell 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 2778 GNAS skin-eye-adnexal_tumour-sebaceous_carcinoma skin-eye-adnexal_tumour-sebaceous_carcinoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS chondromyxoid_fibroma chondromyxoid_fibroma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3020 H3F3A serrated_carcinoma serrated_carcinoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS skin-scalp-benign_melanocytic_nevus-blue skin-scalp-benign_melanocytic_nevus-blue 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3265 HRAS skin-flank-benign_melanocytic_nevus skin-flank-benign_melanocytic_nevus 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3265 HRAS olfactory_neuroblastoma olfactory_neuroblastoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 2130 EWSR1 ovarian_sex_cord_tumour ovarian_sex_cord_tumour 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 221895 JAZF1 lung-left_lower_lobe-carcinoma-bronchioloalveolar_adenocarcinoma lung-left_lower_lobe-carcinoma-bronchioloalveolar_adenocarcinoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS thymus-carcinoid-endocrine_tumour thymus-carcinoid-endocrine_tumour 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 4221 MEN1 ovary-sex_cord-stromal_tumour-Leydig_cell_tumour ovary-sex_cord-stromal_tumour-Leydig_cell_tumour 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 2778 GNAS hepatosplenic_T_cell_lymphoma hepatosplenic_T_cell_lymphoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 6774 STAT3 large_intestine-left-adenoma-tubular large_intestine-left-adenoma-tubular 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS haematopoietic_and_lymphoid_tissue-head_neck-lymphoid_neoplasm-NK-T_cell_lymphoma haematopoietic_and_lymphoid_tissue-head_neck-lymphoid_neoplasm-NK-T_cell_lymphoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS central_nervous_system-cerebral_cortex-glioma-oligoastrocytoma central_nervous_system-cerebral_cortex-glioma-oligoastrocytoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS soft_tissue-fibrous_tissue_and_uncertain_origin-dermatofibroma soft_tissue-fibrous_tissue_and_uncertain_origin-dermatofibroma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 2521 FUS central_nervous_system-parietooccipital-glioma-oligodendroglioma_Grade_III central_nervous_system-parietooccipital-glioma-oligodendroglioma_Grade_III 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 1031 CDKN2C poorly_differentiated poorly_differentiated 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 5728 PTEN central_nervous_system-posterior_fossa-primitive_neuroectodermal_tumour-medulloblastoma-desmoplastic central_nervous_system-posterior_fossa-primitive_neuroectodermal_tumour-medulloblastoma-desmoplastic 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 23451 SF3B1 skin-lip-carcinoma-squamous_cell_carcinoma skin-lip-carcinoma-squamous_cell_carcinoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 4853 NOTCH2 ependymoblastoma_Grade_IV ependymoblastoma_Grade_IV 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 5728 PTEN salivary_gland-parotid-carcinoma salivary_gland-parotid-carcinoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS soft_tissue-fibrous_tissue_and_uncertain_origin-synovial_sarcoma-poorly_differentiated soft_tissue-fibrous_tissue_and_uncertain_origin-synovial_sarcoma-poorly_differentiated 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 5728 PTEN goblet_cell goblet_cell 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS central_nervous_system-midbrain-glioma-astrocytoma_Grade_III central_nervous_system-midbrain-glioma-astrocytoma_Grade_III 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3020 H3F3A central_nervous_system-temporoparietal-glioma-oligodendroglioma_Grade_III central_nervous_system-temporoparietal-glioma-oligodendroglioma_Grade_III 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 1031 CDKN2C skin-adnexal_tumour-other skin-adnexal_tumour-other 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 23451 SF3B1 thymus-thymic_carcinoma-undifferentiated_carcinoma thymus-thymic_carcinoma-undifferentiated_carcinoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-hepatosplenic_T_cell_lymphoma haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-hepatosplenic_T_cell_lymphoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 6774 STAT3 AIDS_related_lymphoma AIDS_related_lymphoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 7128 TNFAIP3 haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-AIDS_related_lymphoma haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-AIDS_related_lymphoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 7128 TNFAIP3 central_nervous_system-frontal_lobe-other-ganglioglioma central_nervous_system-frontal_lobe-other-ganglioglioma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS soft_tissue-fibrous_tissue_and_uncertain_origin-chondromyxoid_fibroma soft_tissue-fibrous_tissue_and_uncertain_origin-chondromyxoid_fibroma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3020 H3F3A central_nervous_system-brain-glioma-astroblastoma central_nervous_system-brain-glioma-astroblastoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 5781 PTPN11 bone-fibula-chondrosarcoma bone-fibula-chondrosarcoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3020 H3F3A ovary-adenoma-mixed ovary-adenoma-mixed 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS genital_tract-germ_cell_tumour genital_tract-germ_cell_tumour 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS central_nervous_system-cerebral_cortex-glioma-oligodendroglioma central_nervous_system-cerebral_cortex-glioma-oligodendroglioma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS breast-carcinoma-other_carcinoma breast-carcinoma-other_carcinoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3265 HRAS bone-frontal-other-ameloblastoma bone-frontal-other-ameloblastoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS bone-humerus-chondrosarcoma-conventional bone-humerus-chondrosarcoma-conventional 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3265 HRAS central_nervous_system-temporal_lobe-glioma-astrocytoma central_nervous_system-temporal_lobe-glioma-astrocytoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 1029 CDKN2A adrenal_gland-adrenal_gland-adrenal_cortical_neoplasm-aldosterone_producing adrenal_gland-adrenal_gland-adrenal_cortical_neoplasm-aldosterone_producing 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 2778 GNAS haematopoietic_and_lymphoid_tissue-eye-lymphoid_neoplasm-MALT_lymphoma haematopoietic_and_lymphoid_tissue-eye-lymphoid_neoplasm-MALT_lymphoma 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 7128 TNFAIP3 large_intestine-left-serrated_polyp-hyperplastic_polyp large_intestine-left-serrated_polyp-hyperplastic_polyp 0.475087270491273 -0.744256764473249 4 1 0.000386548125241593 2587 17385 3845 KRAS haematopoietic_and_lymphoid_tissue-abdomen-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma haematopoietic_and_lymphoid_tissue-abdomen-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma 0.483421918601418 -0.726865469164326 124 19 0.00734441437959026 2587 17385 51780,84243,55870,9903,83549,163590,3845,8289,667,5976,8853,8881,6672,6778,79726,8914,596,1836,200576 KDM3B,ZDHHC18,ASH1L,KLHL21,UCK1,TOR1AIP2,KRAS,ARID1A,DST,UPF1,ASAP2,CDC16,SP100,STAT6,WDR59,TIMELESS,BCL2,SLC26A2,PIKFYVE pituitary pituitary 0.487907156045925 -0.717630145233831 426 64 0.0247390800154619 2587 17385 23649,21,196528,6597,51427,11004,5361,153396,1031,57533,57506,1786,4893,79065,90957,55139,54502,55293,3984,8312,7174,399687,11101,55526,6041,11200,56006,90850,56288,11325,5479,83605,55316,5925,9343,9181,64794,9794,79902,4644,6837,4363,23515,23152,79837,3845,55700,388561,5315,4221,9139,2778,5108,55198,84669,6949,91603,6878,3265,1029,644815,11124,57679,64766 POLA2,ABCA3,ARID2,SMARCA4,ZNF107,KIF2C,PLXNA1,TMEM161B,CDKN2C,TBC1D14,MAVS,DNMT1,NRAS,ATG9A,DHX57,ANKZF1,RBM47,UEVLD,LIMK1,AXIN1,TPP2,MYO18A,ATE1,DHTKD1,RNASEL,CHEK2,SMG9,ZNF598,PARD3,DDX42,PPIB,CCM2,RSAD1,RB1,EFTUD2,ARHGEF2,DDX31,MAML1,NUP85,MYO5A,MED22,ABCC1,MORC3,CIC,PIP4K2C,KRAS,MAP7D1,ZNF761,PKM,MEN1,CBFA2T2,GNAS,PCM1,APPL2,USP32,TCOF1,ZNF830,TAF6,HRAS,CDKN2A,FAM83G,FAF1,ALS2,S100PBP central_nervous_system-spinal_cord-glioma-astrocytoma_Grade_IV central_nervous_system-spinal_cord-glioma-astrocytoma_Grade_IV 0.488538870658254 -0.716336239204851 24 4 0.00154619250096637 2587 17385 3020,27154,1029,10498 H3F3A,BRPF3,CDKN2A,CARM1 pancreas-carcinoma-adenocarcinoma pancreas-carcinoma-adenocarcinoma 0.49800039873349 -0.697154401288146 528 79 0.0305373018940858 2587 17385 154881,7360,4763,55299,9453,55215,26263,7920,22852,23683,84081,23047,84154,389677,1786,81929,55255,8813,4288,6169,5695,57486,11169,55193,84811,8575,7716,90592,286053,1939,55192,6400,138639,65980,54532,4089,257218,7410,85409,55082,135293,5997,7270,169714,54497,3105,57599,51280,120,92912,55835,26046,89910,55728,9648,6780,221937,22936,3939,3845,84447,9139,23499,89941,1316,1982,64744,132884,4673,58517,5426,2114,5439,57045,1622,10128,54496,6949,54820 KCTD7,UGP2,NF1,BRIX1,GGPS1,FANCI,FBXO22,ABHD16A,ANKRD26,PRKD3,NSRP1,PDS5B,RPF2,RBM12B,DNMT1,SEH1L,WDR41,DPM1,MKI67,RPL38,PSMB7,NLN,WDHD1,PBRM1,BUD13,PRKRA,VEZF1,ZNF700,NSMCE2,EIF2D,DNAJC17,SEL1L,PTPDC1,BRD9,USP53,SMAD4,SHPRH,VAV2,NKD2,ARGLU1,PM20D2,RGS2,TTF1,QSOX2,HEATR5B,HLA-A,WDR48,GOLM1,ADD3,UBE2Q2,CENPJ,LTN1,UBE3B,N4BP2,GCC2,STAU1,FOXK1,ELL2,LDHA,KRAS,SYVN1,CBFA2T2,MACF1,RHOT2,KLF6,EIF4G2,SMAP2,EVC2,NAP1L1,RBM25,POLE,ETS2,POLR2J,TWSG1,DBI,LRPPRC,PRMT7,TCOF1,NDE1 central_nervous_system-supratentorial-primitive_neuroectodermal_tumour-medulloblastoma central_nervous_system-supratentorial-primitive_neuroectodermal_tumour-medulloblastoma 0.503295875840833 -0.68657705946977 11 2 0.000773096250483185 2587 17385 3020,5728 H3F3A,PTEN choroid_plexus choroid_plexus 0.503295875840833 -0.68657705946977 11 2 0.000773096250483185 2587 17385 3020,5781 H3F3A,PTPN11 gastrointestinal_tract_(site_indeterminate)-carcinoid-endocrine_tumour gastrointestinal_tract_(site_indeterminate)-carcinoid-endocrine_tumour 0.503295875840833 -0.68657705946977 11 2 0.000773096250483185 2587 17385 2778,4221 GNAS,MEN1 central_nervous_system-brain-glioma-astrocytoma_Grade_II central_nervous_system-brain-glioma-astrocytoma_Grade_II 0.506497037210809 -0.680236804844943 435 65 0.0251256281407035 2587 17385 7249,283464,4763,5395,4627,81614,5361,9802,2132,80308,115,988,157680,284001,81603,23020,4893,7428,8575,10195,27335,146909,79726,9031,10795,3020,1783,55916,8880,127002,10723,59269,27000,2130,83461,427,3693,10615,5925,2261,5728,1954,63925,5781,1265,2733,79888,9040,134111,10194,9821,23152,3845,10452,23154,2778,5371,84166,92675,80152,84875,3265,132864,1029,57488 TSC2,GXYLT1,NF1,PMS2,MYH9,NIPA2,PLXNA1,DAZAP2,EXT2,FLAD1,ADCY9,CDC5L,VPS13B,CCDC57,TRIM8,SNRNP200,NRAS,VHL,PRKRA,ALG3,EIF3K,KIF18B,WDR59,BAZ1B,ZNF268,H3F3A,DYNC1LI2,NXT2,FUBP1,ATXN7L2,SLC12A7,HIVEP3,DNAJC2,EWSR1,CDCA3,ASAH1,ITGB5,SPAG5,RB1,FGFR3,PTEN,MEGF8,ZNF335,PTPN11,CNN2,GLE1,LPCAT1,UBE2M,UBE2QL1,TSHZ1,RB1CC1,CIC,KRAS,TOMM40,NCDN,GNAS,PML,NLRC5,DTD1,CENPT,PARP10,HRAS,CPEB2,CDKN2A,ESYT2 tibia tibia 0.512840345321819 -0.667790699945904 853 127 0.0490916119056823 2587 17385 7629,90933,65986,7249,2305,91942,29796,23451,23512,288,9557,50804,1912,23243,91752,667,334,55147,25909,22992,152137,55973,1983,23144,58490,1856,10057,1263,29886,1182,10801,23762,26048,6310,7456,55840,84811,55741,54443,10907,79651,79735,1650,10607,25824,27068,5778,201965,24140,92714,81611,949,3020,63027,65980,51068,59269,10723,51759,6209,8760,6187,2130,5504,9320,7204,10664,6138,8604,55102,8621,84836,9967,4650,641,3693,169714,55159,2261,5925,23303,55835,1954,6238,11108,622,23204,9555,9181,23545,51512,64794,84172,374655,54882,53373,4644,10194,3475,53942,221937,7264,57380,8625,64763,9382,5393,8491,3845,23499,84303,8165,2778,2058,51,8773,84166,60412,5371,8985,284403,6878,9700,3265,57679,1029,79711 ZNF76,TRIM41,ZBTB10,TSC2,FOXM1,NDUFAF2,UQCR10,SF3B1,SUZ12,ANK3,CHD1L,MYEF2,PHC2,ANKRD28,ZNF804A,DST,APLP2,RBM23,AHCTF1,KDM2A,CCDC50,BCAP29,EIF5,ZC3H3,RPRD1B,DVL2,ABCC5,PLK3,SNX8,CLCN3,SEPT9,OSBP2,ZNF500,ATXN1,WIPF1,EAF2,BUD13,EDEM2,ANLN,TXNL4A,RHBDF2,TBC1D17,DDOST,TBL3,PRDX5,PPA2,PTPN7,RWDD4,FTSJ1,ARRDC1,ANP32E,SCARB1,H3F3A,SLC22A23,BRD9,NMD3,HIVEP3,SLC12A7,C9orf78,RPS15,CDS2,RPS2,EWSR1,PPP1R2,TRIP12,TRIO,CTCF,RPL15,SLC25A12,ATG2B,CDK13,ABHD14B,THRAP3,MYO9B,BLM,ITGB5,QSOX2,RFWD3,FGFR3,RB1,KIF13B,CENPJ,MEGF8,RRBP1,PRDM4,BDH1,ARL6IP1,H2AFY,ARHGEF2,ATP6V0A2,GTSE1,DDX31,POLR1B,ZNF710,ANKHD1,TPCN1,MYO5A,TSHZ1,IFRD1,CNTN5,FOXK1,TSTA3,MRS2,RFXANK,ZNF574,COG1,EXOSC9,MAP4K3,KRAS,MACF1,CHCHD6,AKAP1,GNAS,EPRS,ACOX1,SNAP23,NLRC5,EXOC4,PML,PLOD3,WDR62,TAF6,ESPL1,HRAS,ALS2,CDKN2A,IPO4 haematopoietic_and_lymphoid_tissue haematopoietic_and_lymphoid_tissue 0.516833177635807 -0.660035130362661 14812 2204 0.85195206803247 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,CCNL2,FBXO22,EEF2K,THAP4,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,SMAD2,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,ZNF720,GGA1,MUM1,CCZ1,TRIO,RAB23,KCTD17,EIF2AK4,APH1B,PARN,CDC73,ATG4A,ERV3-1,PDXP,SMC3,C4orf3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,PDLIM5,ACSF2,FAM72D,RHOG,EXOC3,VTI1A,INO80E,SLC35B2,RCOR3,LCLAT1,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,ZNF226,GPD1L,ZC3H3,PDCL3,SNX8,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,CORO1C,NSMCE2,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LLPH,C14orf132,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,PARP10,YWHAH,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,RYBP,PTPN18,MIOS,SNRPB,CDC6,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,RSAD1,TNS3,SSBP3,KIF13B,MBD2,AHCY,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,BTBD10,MYO9A,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,VAV1,TMEM69,MRPL50,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,C19orf53,KLHL21,PDAP1,CDCA8,TMX3,GTF3A,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,POLR1B,RNF5,RBM15B,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,TRIM26,PDCD6,ATP6V1D,L3MBTL3,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,HIPK3,IFI16,TXN,NUP188,H2AFZ,PNISR,PRKCSH,USP39,UBE2I,SLC25A37,ASPHD2,RAB4A,TRA2B,SUCLG2,CISD2,ZNF800,CDC5L,ZNF524,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,RRM1,B4GALT1,CYCS,FAM136A,TMEM165,NPLOC4,CNOT3,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,MSH2,PIGG,FBXL7,OSTF1,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,GCC2,PRIM2,ELL2,RDH10,MFNG,RPS24,GORASP2,ADRB2,CCT8,MTR,PHF6,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,CDKN2A,NUDT3,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,CD320,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,SLC25A36,JAKMIP1,CCNK,DNAJC8,AXIN2,CITED2,JMJD4,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,MYO1F,CBX3,TMEM127,DUSP11,DDX5,WDR62,TAF6,ESPL1,DDB1,DEF6,FAM83G,IPO4,UBL3,NAT9,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,EIF2A,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,FN3KRP,YWHAZ,CTSA,TOB1,ADNP2,TCF12,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,KIF14,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,C12orf75,STAT3,MYO5A,NIPAL3,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,HRAS,CCDC93,TMED7,PIGQ,CNTROB,PPP1R16B,MIS12,TTC9C,PDS5B,NUP153,PGAP2,TMEM115,PLEKHM3,DCUN1D5,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,FBRS,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,SARNP,IVNS1ABP,MON1B,TMEM97,NIT2,NUF2,ZNF267,TMEM161B,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,ZCCHC2,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ATP6V1G1,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,ETS1,ZNF92,PNO1,CAPN2,ADD3,TTLL12,TPCN1,TMX1,HNRNPM,MFSD12,PPP3CA,POLK,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,MAPK6,LY75,C4orf46,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,GIT2,BIRC2,ATPAF1,DLG5,ABL2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,NUS1,SLC27A4,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,ITPRIPL1,CDC27,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,COPE,HCFC1R1,ZADH2,GGPS1,RAD23A,PDK2,STRBP,DUS4L,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,BTG2,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,CEP55,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,RHOT2,TPD52L2,GOLGA7,TWSG1,PGRMC1,GLG1,FAM126A,RPS6KC1,UBE2C,PPCS,TMEM41B,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,ASAP2,SNUPN,CNPY4,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,MAPRE1,CHTF18,KIF23,SLC35B1,NOTCH2,COPG2,JMY,SLC31A1,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,TCOF1,CABLES1,NRBP1,DNMT3A,CKLF,TRIP10,SF3B1,CAST,SUZ12,RPS6KA1,RAC1,GPR89A,OLA1,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,GAR1,POLG2,DHX57,NSA2,HSPA4,MRPL55,JAK1,GOLGA8A,TBL3,SEL1L,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,IFT46,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,GNA12,FBXO21,C1orf131,PRDX3,HNRNPH3,TFDP1,STX18,ASNA1,CPEB2,SSSCA1,BYSL,MIB2,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,UBE2Z,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,KIF22,ZBTB22,NFU1,OGG1,TRIM14,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,CXXC4,UBTF,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,SRRT,ZNF449,CAPZA1,GLTP,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,CAND1,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,CCDC50,AKAP8,PARL,RPN2,CHTOP,F2R,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BUD13,NDUFB1,PEF1,BTBD1,TAB2,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,EYA1,MRPS26,LETMD1,KLF13,RGS1,HDDC2,MAN1A1,FBXO5,GART,TANK,PELO,BRD7,MRPL11,SAMD4B,ZDHHC18,MEN1,ZNF407,MFN2,ZRANB2,SRSF3,MBD6,IDH3B,TATDN1,ATP6V1C1,TSC2,CMTM6,RBM4,ANKRD39,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,RNF26,TIPARP,LRRC59,ANKRD9,MGAT5,BAK1,RHOBTB3,GABPA,WBP1,GINS4,KRIT1,BOLA3,AHNAK,RAD18,RNASEL,CHPF2,OAZ1,PDCD4,SMNDC1,NXT2,HIVEP3,KIAA0100,CLSPN,DHX9,PSMD9,HAUS2,COPB2,TFAP4,RNFT1,RIMS3,MEGF8,FBXO7,EFTUD2,CPSF4,MRPL21,PHKG2,LUC7L2,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,DAZAP2,GLRX3,REPS1,CBWD5,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,CGGBP1,CPNE1,POLR2L,GOPC,E2F3,RPL38,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,LSM6,RNF38,SNRPG,DMWD,USP13,MZT1,ZFP91,TRMT6,WDR5,SLC25A43,PMVK,NEIL2,RRP36,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,ITGB8,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,GPS2,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,IL6ST,INTS1,SLC44A1,MTPN,PLK1,SEPT9,CELSR2,RBX1,APH1A,ZBED5,CKAP2L,PSMG1,UBE2V1,EAF2,IL12RB1,LSG1,NECAP2,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,HJURP,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,LDB1,MAP4K3,RBM38,NMT2,IRF5,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,SIL1,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,OIP5,NRF1,WDR44,PPME1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,SLC22A23,H3F3A,CHID1,SMAD4,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,CTSS,ORC3,RNLS,YTHDC1,ACP2,CSRP1,METTL5,RANGAP1,PNPLA8,HAGH,ZFR,SEC23IP,E2F1,TMEM219,USP20,PDCD6IP,MAX,GXYLT1,LUZP1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,RAB2B,PRIM1,MAP3K4,LUC7L3,MAP4,MRPL27,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,ANKH,PRKAA1,VAV2,C16orf87,TATDN3,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,FDFT1,PIGT,EMB,WDR1,ZNF574,EXOSC9,ARID1A,PTTG1IP,C9orf40,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,SEC31A,CAT,DERL1,HSPBP1,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,SLC39A13,POMP,BCL2L1,NUDT19,DECR1,RALB,ADCY9,LPIN2,MRPS27,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,OAF,VDAC2,EDF1,EML4,ERC1,AMZ2,ANKZF1,ZNF282,DSN1,DDOST,DGCR8,SAFB,HAGHL,RWDD4,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,B4GALT5,SLC41A1,FAM76A,TKT,CBLL1,ARGLU1,LANCL1,FAM8A1,HEATR5B,HLA-A,RFWD3,FUT8,PTPN11,RPL19,CNN2,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,RPL32,ZHX1,WDR91,POLA2,ZNF76,MTX3,COPA,UQCR10,PHRF1,HMGXB3,ABCB10,COMMD5,DST,RAB35,SIVA1,GPATCH1,TCEA1,DRAM2,DEAF1,SNRNP200,LAP3,NCK1,VHL,SREK1,ARHGDIB,PITPNB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,ACBD4,STK11,CLU,CHEK2,ZSWIM3,TSTD2,MRPL13,CHPT1,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,GORASP1,UBXN1,NACA,RPL15,EPN1,PCSK7,THRAP3,QSOX2,TTF1,PRPF18,NUP205,CHKA,DTL,ZRANB1,SLC12A2,CSNK1G3,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,N4BP2L2,CHMP2A,CORO7,FEZ2,PMS2,UCK2,UCK1,CLCC1,EXT2,MXD1,USP5,SAP130,NVL,ZNF770,EBAG9,RNF25,PCGF6,METTL2A,FAM72B,PON2,HNRNPR,ST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adrenal_gland-adrenal_gland-adrenal_cortical_carcinoma-virilizing_syndrome_producing adrenal_gland-adrenal_gland-adrenal_cortical_carcinoma-virilizing_syndrome_producing 0.530872727220863 -0.63323297155238 303 45 0.0173946656358717 2587 17385 51696,23232,51018,10045,60592,116496,64781,10926,84335,2132,153396,54497,23165,57458,147923,81671,10075,622,1612,29117,55973,1386,54882,10499,10194,23152,987,23560,4288,9107,3784,23344,8289,388561,5792,643641,2803,23350,60412,1054,5778,122060,79968,7188,51530 HECA,TBC1D12,RRP15,SH2D3A,SCOC,FAM129A,CERK,DBF4,AKT1S1,EXT2,TMEM161B,HEATR5B,NUP205,TMCC3,ZNF420,VMP1,HUWE1,BDH1,DAPK1,BRD7,BCAP29,ATF2,ANKHD1,NCOA2,TSHZ1,CIC,LRBA,GTPBP4,MKI67,MTMR6,KCNQ1,ESYT1,ARID1A,ZNF761,PTPRF,ZNF862,GOLGA4,U2SURP,EXOC4,CEBPG,PTPN7,SLAIN1,WDR76,TRAF5,ZC3HC1 oesophagus-upper_third-carcinoma-squamous_cell_carcinoma oesophagus-upper_third-carcinoma-squamous_cell_carcinoma 0.535016376928399 -0.625457921473521 641 95 0.0367220718979513 2587 17385 9092,65986,3015,261734,375790,7249,29855,23451,116496,51427,9919,8027,50804,147923,27154,9110,26173,23107,994,6888,1786,10460,9736,1952,163131,79813,4288,84108,64421,4209,2585,672,23326,58508,553115,55677,6167,1107,22937,11234,6778,8312,399687,22926,9780,1762,7627,51629,8975,5454,10723,9612,85451,51307,4650,4853,84133,51735,2079,5925,431707,63925,22920,2956,9648,55827,83696,6643,9821,55667,57708,157922,27102,3845,3029,1982,60558,89941,55628,8539,132884,27153,9817,58517,84456,6478,9519,116985,81610,26112,23523,140838,254065,23780,1029 SART1,ZBTB10,H2AFZ,NPHP4,AGRN,TSC2,UBN1,SF3B1,FAM129A,ZNF107,SEC16A,STAM,MYEF2,ZNF420,BRPF3,MTMR4,INTS1,MRPS27,CDC25B,TALDO1,DNMT1,TACC3,USP34,CELSR2,ZNF780B,EHMT1,MKI67,PCGF6,DCLRE1C,MEF2D,GALK2,BRCA1,USP22,KMT2C,PEF1,IWS1,RPL37,CHD3,SCAP,HPS5,STAT6,AXIN1,MYO18A,ATF6,PIEZO1,DMWD,ZNF75A,SLC25A39,USP13,POU3F2,SLC12A7,NCOR2,UNK,FAM53C,MYO9B,NOTCH2,ZNRF3,RAPGEF6,ERH,RB1,LHX8,ZNF335,KIFAP3,MSH6,GCC2,DCAF6,TRAPPC9,SNX2,RB1CC1,DENND4C,MIER1,CAMSAP1,EIF2AK1,KRAS,HAGH,EIF4G2,GUF1,RHOT2,ZNF407,API5,EVC2,ZNF777,KEAP1,RBM25,L3MBTL3,SIAH2,TBPL1,ARAP1,FAM83D,CCDC69,CABIN1,NANP,BRWD3,APOL2,CDKN2A upper_third upper_third 0.535016376928399 -0.625457921473521 641 95 0.0367220718979513 2587 17385 9092,65986,3015,261734,375790,7249,29855,23451,116496,51427,9919,8027,50804,147923,27154,9110,26173,23107,994,6888,1786,10460,9736,1952,163131,79813,4288,84108,64421,4209,2585,672,23326,58508,553115,55677,6167,1107,22937,11234,6778,8312,399687,22926,9780,1762,7627,51629,8975,5454,10723,9612,85451,51307,4650,4853,84133,51735,2079,5925,431707,63925,22920,2956,9648,55827,83696,6643,9821,55667,57708,157922,27102,3845,3029,1982,60558,89941,55628,8539,132884,27153,9817,58517,84456,6478,9519,116985,81610,26112,23523,140838,254065,23780,1029 SART1,ZBTB10,H2AFZ,NPHP4,AGRN,TSC2,UBN1,SF3B1,FAM129A,ZNF107,SEC16A,STAM,MYEF2,ZNF420,BRPF3,MTMR4,INTS1,MRPS27,CDC25B,TALDO1,DNMT1,TACC3,USP34,CELSR2,ZNF780B,EHMT1,MKI67,PCGF6,DCLRE1C,MEF2D,GALK2,BRCA1,USP22,KMT2C,PEF1,IWS1,RPL37,CHD3,SCAP,HPS5,STAT6,AXIN1,MYO18A,ATF6,PIEZO1,DMWD,ZNF75A,SLC25A39,USP13,POU3F2,SLC12A7,NCOR2,UNK,FAM53C,MYO9B,NOTCH2,ZNRF3,RAPGEF6,ERH,RB1,LHX8,ZNF335,KIFAP3,MSH6,GCC2,DCAF6,TRAPPC9,SNX2,RB1CC1,DENND4C,MIER1,CAMSAP1,EIF2AK1,KRAS,HAGH,EIF4G2,GUF1,RHOT2,ZNF407,API5,EVC2,ZNF777,KEAP1,RBM25,L3MBTL3,SIAH2,TBPL1,ARAP1,FAM83D,CCDC69,CABIN1,NANP,BRWD3,APOL2,CDKN2A haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-T_cell_large_granular_lymphocytic_leukaemia haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-T_cell_large_granular_lymphocytic_leukaemia 0.536139155280093 -0.623361533546397 80 12 0.00463857750289911 2587 17385 9092,23451,54505,23512,9194,154141,22926,3845,23705,6774,23548,56829 SART1,SF3B1,DHX29,SUZ12,SLC16A7,MBOAT1,ATF6,KRAS,CADM1,STAT3,TTC33,ZC3HAV1 haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-peripheral_T_cell_lymphoma_unspecified haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-peripheral_T_cell_lymphoma_unspecified 0.543489376842247 -0.609745118440327 162 24 0.00927715500579822 2587 17385 387,1788,4893,157506,9493,3845,9212,23499,89941,200424,7409,1031,7454,5728,1785,6772,231,7267,23636,64794,6774,94120,1029,50809 RHOA,DNMT3A,NRAS,RDH10,KIF23,KRAS,AURKB,MACF1,RHOT2,TET3,VAV1,CDKN2C,WAS,PTEN,DNM2,STAT1,AKR1B1,TTC3,NUP62,DDX31,STAT3,SYTL3,CDKN2A,HP1BP3 tonsil tonsil 0.545841849254605 -0.605425998574718 135 20 0.00773096250483185 2587 17385 162979,23476,4893,330,6597,3845,4853,440275,58508,7763,7270,4548,5925,5728,27316,596,84282,25913,3265,1029 ZNF296,BRD4,NRAS,BIRC3,SMARCA4,KRAS,NOTCH2,EIF2AK4,KMT2C,ZFAND5,TTF1,MTR,RB1,PTEN,RBMX,BCL2,RNF135,POT1,HRAS,CDKN2A bone-extraskeletal-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour bone-extraskeletal-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour 0.547788556735547 -0.60186591186469 913 135 0.052183996907615 2587 17385 261734,7249,7798,116496,81559,64848,51427,5361,9919,25864,10992,78991,8774,63892,9972,11319,1786,4249,1263,79894,4893,1952,79813,4288,389072,23559,23326,8661,9203,4122,3087,9697,79026,8312,55699,55278,6794,26224,84277,5700,51068,2130,64689,51307,64781,84908,6018,57492,54606,4174,1954,829,63925,200576,9690,3475,10906,23152,8861,64763,3845,9139,9782,23,7520,2058,57536,30844,10611,10140,1029,56829,9092,9595,25974,55870,6181,283899,11344,80308,11339,7409,26015,11151,51108,139322,51755,113,51203,23299,56834,6873,7818,5830,7289,137886,22926,22954,2521,66005,19,55191,257218,57410,84245,8315,55922,23210,9354,64151,28969,54497,2261,27252,56259,5781,6837,91746,9894,79836,163486,92797,7784,55628,89941,5595,4542,5426,9654,56987,10128,4065,284403,254065,3265 NPHP4,TSC2,LUZP1,FAM129A,TRIM11,YTHDC2,ZNF107,PLXNA1,SEC16A,ABHD14A,SF3B2,PCYOX1L,NAPG,THADA,NUP153,ECD,DNMT1,MGAT5,PLK3,ZNF672,NRAS,CELSR2,EHMT1,MKI67,PLEKHM3,WBP1,USP22,EIF3A,ZMYM3,MAN2A2,HHEX,TRAM2,AHNAK,AXIN1,IARS2,QRSL1,STK11,FBXL3,DNAJC30,PSMC1,NMD3,EWSR1,GORASP1,FAM53C,CERK,FAM136A,RLF,ARID1B,DDX56,MCM5,MEGF8,CAPZA1,ZNF335,PIKFYVE,UBE3C,IFRD1,TRAFD1,CIC,LDB1,ZNF574,KRAS,CBFA2T2,MATR3,ABCF1,XRCC5,EPRS,KIAA1328,EHD4,PDLIM5,TOB1,CDKN2A,ZC3HAV1,SART1,CYTIP,MMACHC,ASH1L,RPLP2,INO80E,TWF2,FLAD1,OIP5,VAV1,RPAP1,CORO1A,METTL9,APOOL,CDK12,ADCY7,NUSAP1,BICD2,GPR137,TAF2,DAP3,PEX5,TULP3,UBXN2B,ATF6,TRIM32,FUS,CHID1,ABCA1,NADSYN1,SHPRH,SCYL1,MRI1,BRAP,NKRF,JMJD6,UBE4A,NCAPG,BZW2,HEATR5B,FGFR3,KLHL20,CTNNBL1,PTPN11,MED22,YTHDC1,TELO2,LONRF3,DENND1B,HELB,ZP3,ZNF407,RHOT2,MAPK3,MYO1F,POLE,TTLL4,BBX,LRPPRC,LY75,WDR62,BRWD3,HRAS bone-scapula-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour bone-scapula-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour 0.549241949439738 -0.599216225194454 108 16 0.00618477000386548 2587 17385 55884,2130,55109,4893,309,9185,10061,6522,3845,7844,7716,8427,2261,112950,5781,3265 WSB2,EWSR1,AGGF1,NRAS,ANXA6,REPS2,ABCF2,SLC4A2,KRAS,RNF103,VEZF1,ZNF282,FGFR3,MED8,PTPN11,HRAS axilla axilla 0.551365237143666 -0.595357827095718 183 27 0.010436799381523 2587 17385 162979,2130,4893,330,54737,123811,1063,54881,6597,23389,3845,4967,84901,440275,58508,23509,90957,5792,2261,5925,147923,9844,5728,3614,4048,25913,3265 ZNF296,EWSR1,NRAS,BIRC3,MPHOSPH8,FOPNL,CENPF,TEX10,SMARCA4,MED13L,KRAS,OGDH,NFATC2IP,EIF2AK4,KMT2C,POFUT1,DHX57,PTPRF,FGFR3,RB1,ZNF420,ELMO1,PTEN,IMPDH1,LTA4H,POT1,HRAS bone-sacrum-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour bone-sacrum-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour 0.551945521537682 -0.594305930442021 12 2 0.000773096250483185 2587 17385 2130,1029 EWSR1,CDKN2A calcaneus calcaneus 0.552959347506058 -0.592470792809262 19 3 0.00115964437572478 2587 17385 2778,2130,3020 GNAS,EWSR1,H3F3A haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-malignant_histiocytosis haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-malignant_histiocytosis 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 1031 CDKN2C haematopoietic_and_lymphoid_tissue-ocular_adnexa-lymphoid_neoplasm-MALT_lymphoma haematopoietic_and_lymphoid_tissue-ocular_adnexa-lymphoid_neoplasm-MALT_lymphoma 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 7128 TNFAIP3 central_nervous_system-parietal_lobe-glioma-oligoastrocytoma_Grade_II central_nervous_system-parietal_lobe-glioma-oligoastrocytoma_Grade_II 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 1031 CDKN2C central_nervous_system-frontoparietal-glioma-astrocytoma_Grade_IV central_nervous_system-frontoparietal-glioma-astrocytoma_Grade_IV 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 1029 CDKN2A haematopoietic_and_lymphoid_tissue-eye-lymphoid_neoplasm-marginal_zone_lymphoma haematopoietic_and_lymphoid_tissue-eye-lymphoid_neoplasm-marginal_zone_lymphoma 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 7128 TNFAIP3 large_intestine-caecum-serrated_polyp-serrated_adenoma large_intestine-caecum-serrated_polyp-serrated_adenoma 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 3845 KRAS papillary_glioneuronal_tumour papillary_glioneuronal_tumour 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 3020 H3F3A ganglioglioma-dysembryoplastic_neuroepithelial_tumour ganglioglioma-dysembryoplastic_neuroepithelial_tumour 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 3845 KRAS bone-extraskeletal-other-chondroma bone-extraskeletal-other-chondroma 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 3020 H3F3A large_intestine-other-neoplasm large_intestine-other-neoplasm 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 3845 KRAS malignant_histiocytosis malignant_histiocytosis 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 1031 CDKN2C breast-carcinoma-medullary_carcinoma breast-carcinoma-medullary_carcinoma 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 3265 HRAS haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_myeloid_leukaemia_myelodysplastic_syndrome_therapy_related_NOS haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_myeloid_leukaemia_myelodysplastic_syndrome_therapy_related_NOS 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 23451 SF3B1 skin-sole-malignant_melanoma skin-sole-malignant_melanoma 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 4893 NRAS central_nervous_system-brain-other-desmoplastic_infantile_ganglioglioma central_nervous_system-brain-other-desmoplastic_infantile_ganglioglioma 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 3020 H3F3A central_nervous_system-frontotemporal-primitive_neuroectodermal_tumour-medulloblastoma central_nervous_system-frontotemporal-primitive_neuroectodermal_tumour-medulloblastoma 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 1029 CDKN2A acute_myeloid_leukaemia_myelodysplastic_syndrome_therapy_related_NOS acute_myeloid_leukaemia_myelodysplastic_syndrome_therapy_related_NOS 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 23451 SF3B1 central_nervous_system-frontal_lobe-glioma-ependymoma_Grade_III-IV central_nervous_system-frontal_lobe-glioma-ependymoma_Grade_III-IV 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 4221 MEN1 large_intestine-rectum-serrated_polyp-serrated_adenoma large_intestine-rectum-serrated_polyp-serrated_adenoma 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 3845 KRAS bone-extraskeletal-chondrosarcoma-mesenchymal bone-extraskeletal-chondrosarcoma-mesenchymal 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 2130 EWSR1 skin-ankle-benign_melanocytic_nevus-Spitz skin-ankle-benign_melanocytic_nevus-Spitz 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 3265 HRAS soft_tissue-nerve_sheath-perineurioma soft_tissue-nerve_sheath-perineurioma 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 2521 FUS central_nervous_system-temporal_lobe-other-dysembryoplastic_neuroepithelial_tumour central_nervous_system-temporal_lobe-other-dysembryoplastic_neuroepithelial_tumour 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 3845 KRAS admixed_hyperplastic_polyp-adenoma admixed_hyperplastic_polyp-adenoma 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 3845 KRAS large_intestine-rectum-carcinoid-endocrine_tumour large_intestine-rectum-carcinoid-endocrine_tumour 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 4221 MEN1 perineurioma perineurioma 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 2521 FUS angiocentric angiocentric 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 3845 KRAS oesophagus-carcinoma-small_cell_carcinoma oesophagus-carcinoma-small_cell_carcinoma 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 3845 KRAS ocular_adnexa ocular_adnexa 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 7128 TNFAIP3 thyroid-carcinoma-mucoepidermoid_carcinoma thyroid-carcinoma-mucoepidermoid_carcinoma 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 1029 CDKN2A central_nervous_system-hypothalamus-glioma-astrocytoma_Grade_IV central_nervous_system-hypothalamus-glioma-astrocytoma_Grade_IV 0.5532156423448 -0.592007403479943 5 1 0.000386548125241593 2587 17385 3020 H3F3A bone bone 0.559224408255874 -0.581204440488865 8380 1244 0.480865867800541 2587 17385 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temporoparietal temporoparietal 0.566176349665058 -0.568849677460989 61 9 0.00347893312717433 2587 17385 1031,6566,57117,8427,79888,23165,1029,56288,64236 CDKN2C,SLC16A1,INTS12,ZNF282,LPCAT1,NUP205,CDKN2A,PARD3,PDLIM2 adrenal_gland-adrenal_gland-adrenal_cortical_carcinoma-non_functioning adrenal_gland-adrenal_gland-adrenal_cortical_carcinoma-non_functioning 0.576089417037138 -0.551492392422706 226 33 0.0127560881329726 2587 17385 10045,91404,84133,50804,25901,5925,9632,26046,55094,9735,9648,10576,118460,10801,11176,84450,129285,535,4221,55741,23548,10694,8666,1809,27335,4924,54014,29028,1633,8312,11200,30844,4217 SH2D3A,SESTD1,ZNRF3,MYEF2,CCDC28A,RB1,SEC24C,LTN1,GPATCH1,KNTC1,GCC2,CCT2,EXOSC6,SEPT9,BAZ2A,ZNF512,PPP1R21,ATP6V0A1,MEN1,EDEM2,TTC33,CCT8,EIF3G,DPYSL3,EIF3K,NUCB1,BRWD1,ATAD2,DCK,AXIN1,CHEK2,EHD4,MAP3K5 bone-tibia-other-chondroblastoma bone-tibia-other-chondroblastoma 0.578687329457009 -0.546992965480455 103 15 0.00579822187862389 2587 17385 1912,91752,25909,22992,221937,23512,7204,57380,201965,8604,23545,64794,3020,54443,51068 PHC2,ZNF804A,AHCTF1,KDM2A,FOXK1,SUZ12,TRIO,MRS2,RWDD4,SLC25A12,ATP6V0A2,DDX31,H3F3A,ANLN,NMD3 eye-uveal_tract-malignant_melanoma-mixed eye-uveal_tract-malignant_melanoma-mixed 0.578687329457009 -0.546992965480455 103 15 0.00579822187862389 2587 17385 21,4893,4678,23336,10075,23451,92797,143,57117,25897,11319,4089,1029,8535,80153 ABCA3,NRAS,NASP,SYNM,HUWE1,SF3B1,HELB,PARP4,INTS12,RNF19A,ECD,SMAD4,CDKN2A,CBX4,EDC3 haematopoietic_and_lymphoid_tissue-breast-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma haematopoietic_and_lymphoid_tissue-breast-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma 0.585124880058274 -0.535929984346715 48 7 0.00270583687669115 2587 17385 4122,596,6185,6428,1952,55342,1845 MAN2A2,BCL2,RPN2,SRSF3,CELSR2,STRBP,DUSP3 sclerosing sclerosing 0.586825960259574 -0.533026993304066 62 9 0.00347893312717433 2587 17385 2778,1031,2261,9637,4893,3845,5605,3265,65992 GNAS,CDKN2C,FGFR3,FEZ2,NRAS,KRAS,MAP2K2,HRAS,DDRGK1 bone-pelvis-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour bone-pelvis-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour 0.589108520959109 -0.529144866191238 656 96 0.0371086200231929 2587 17385 51696,90933,23511,9637,261734,122509,7249,23451,57661,288,7371,9802,284273,80230,255520,200424,3376,25926,6672,2120,80254,51706,11319,389677,26225,10522,8872,5538,6404,79813,9448,26502,7884,57691,4041,57050,11083,85461,9262,10036,5515,55699,6483,8237,80709,54480,56994,55119,338692,2130,23556,51307,63922,1063,7204,6138,7155,10237,375,63929,23042,57492,55159,203523,3632,10075,55835,6238,1612,200576,9961,1936,53942,6643,9044,259266,10276,92797,7753,55667,55269,57708,8491,84303,11335,5595,5792,4673,9146,11196,27309,7027,54820,10114,57231,1029 HECA,TRIM41,NUP188,FEZ2,NPHP4,IFI27L1,TSC2,SF3B1,PHRF1,ANK3,UCK2,DAZAP2,ZADH2,RUFY1,ELMOD2,TET3,IARS,NOL11,SP100,ETV6,CEP63,CYB5R1,ECD,RBM12B,ARL5A,DEAF1,CDC123,PPT1,SELPLG,EHMT1,MAP4K4,NARF,SLBP,KIAA1586,LRP5,UTP3,DIDO1,TANC1,STK17B,CHAF1A,PPP2CA,IARS2,ST3GAL2,USP11,AKNA,CHPF2,CHPT1,PRPF38B,ANKRD13D,EWSR1,PIGN,FAM53C,CHTF18,CENPF,TRIO,RPL15,TOP2B,SLC35B1,ARF1,XPNPEP3,PDXDC1,ARID1B,RFWD3,ZNF449,INPP5A,HUWE1,CENPJ,RRBP1,DAPK1,PIKFYVE,MVP,EEF1D,CNTN5,SNX2,BTAF1,ASPM,NET1,HELB,ZNF202,DENND4C,PSPC1,MIER1,MAP4K3,CHCHD6,CBX3,MAPK3,PTPRF,NAP1L1,HGS,SEC23IP,ZNF330,TFDP1,NDE1,HIPK3,SNX14,CDKN2A upper_aerodigestive_tract-sinonasal_and_nasal_cavity-carcinoma-undifferentiated_carcinoma upper_aerodigestive_tract-sinonasal_and_nasal_cavity-carcinoma-undifferentiated_carcinoma 0.59712101082393 -0.515635487932502 13 2 0.000773096250483185 2587 17385 3845,2130 KRAS,EWSR1 rib rib 0.606799298370153 -0.499557187787015 270 39 0.0150753768844221 2587 17385 136051,2130,55732,56949,29801,1660,10926,7270,23165,65095,5925,334,55147,22992,10535,2091,1856,53,157922,143,5315,58508,27005,4548,79651,2778,847,7716,9797,4947,23335,27297,6949,114785,3020,3265,91768,10114,1029 ZNF786,EWSR1,C1orf112,XAB2,ZDHHC8,DHX9,DBF4,TTF1,NUP205,KRI1,RB1,APLP2,RBM23,KDM2A,RNASEH2A,FBL,DVL2,ACP2,CAMSAP1,PARP4,PKM,KMT2C,USP21,MTR,RHBDF2,GNAS,CAT,VEZF1,TATDN2,OAZ2,WDR7,CRCP,TCOF1,MBD6,H3F3A,HRAS,CABLES1,HIPK3,CDKN2A bone-ilium-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour bone-ilium-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour 0.607938399409921 -0.497681718908857 84 12 0.00463857750289911 2587 17385 7248,21,2130,9797,9138,829,8914,9646,440275,8541,1029,90957 TSC1,ABCA3,EWSR1,TATDN2,ARHGEF1,CAPZA1,TIMELESS,CTR9,EIF2AK4,PPFIA3,CDKN2A,DHX57 midbrain midbrain 0.607982141469376 -0.497609770030615 49 7 0.00270583687669115 2587 17385 2778,2261,3845,4893,3020,5605,2120 GNAS,FGFR3,KRAS,NRAS,H3F3A,MAP2K2,ETV6 meninges-meningioma-secretory meninges-meningioma-secretory 0.612026983305666 -0.490978907073027 119 17 0.00657131812910707 2587 17385 59269,1031,81930,84231,56852,11234,80311,51259,26268,6522,4125,8237,28978,1452,94120,1029,8508 HIVEP3,CDKN2C,KIF18A,TRAF7,RAD18,HPS5,KLHL15,TMEM216,FBXO9,SLC4A2,MAN2B1,USP11,TMEM14A,CSNK1A1,SYTL3,CDKN2A,NIPSNAP1 secretory secretory 0.612026983305666 -0.490978907073027 119 17 0.00657131812910707 2587 17385 59269,1031,81930,84231,56852,11234,80311,51259,26268,6522,4125,8237,28978,1452,94120,1029,8508 HIVEP3,CDKN2C,KIF18A,TRAF7,RAD18,HPS5,KLHL15,TMEM216,FBXO9,SLC4A2,MAN2B1,USP11,TMEM14A,CSNK1A1,SYTL3,CDKN2A,NIPSNAP1 central_nervous_system-parietal_lobe-other-ganglioglioma central_nervous_system-parietal_lobe-other-ganglioglioma 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 3845 KRAS haematopoietic_and_lymphoid_tissue-extranodal-lymphoid_neoplasm-MALT_lymphoma haematopoietic_and_lymphoid_tissue-extranodal-lymphoid_neoplasm-MALT_lymphoma 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 4853 NOTCH2 haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-post_transplant_lymphoproliferative_disorder haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-post_transplant_lymphoproliferative_disorder 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 3845 KRAS haematopoietic_and_lymphoid_tissue-skin-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma haematopoietic_and_lymphoid_tissue-skin-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 1029 CDKN2A central_nervous_system-brain-glioma-gliomatosis_cerebri central_nervous_system-brain-glioma-gliomatosis_cerebri 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 5728 PTEN central_nervous_system-temporal_lobe-primitive_neuroectodermal_tumour-medulloblastoma central_nervous_system-temporal_lobe-primitive_neuroectodermal_tumour-medulloblastoma 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 1029 CDKN2A skin-subungual-malignant_melanoma skin-subungual-malignant_melanoma 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 4893 NRAS skin-shoulder-malignant_melanoma-lentigo_maligna skin-shoulder-malignant_melanoma-lentigo_maligna 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 4893 NRAS gangliocytoma gangliocytoma 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 5728 PTEN skin-ankle-malignant_melanoma-nodular skin-ankle-malignant_melanoma-nodular 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 4893 NRAS central_nervous_system-frontal_lobe-primitive_neuroectodermal_tumour-medulloblastoma central_nervous_system-frontal_lobe-primitive_neuroectodermal_tumour-medulloblastoma 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 1029 CDKN2A central_nervous_system-parietal_lobe-primitive_neuroectodermal_tumour-medulloblastoma central_nervous_system-parietal_lobe-primitive_neuroectodermal_tumour-medulloblastoma 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 1029 CDKN2A lung-right_middle_lobe-carcinoma-adenocarcinoma lung-right_middle_lobe-carcinoma-adenocarcinoma 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 3845 KRAS aneurysmal_bone_cyst aneurysmal_bone_cyst 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 9967 THRAP3 astroblastoma astroblastoma 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 5781 PTPN11 lung-carcinoma-sarcomatoid_carcinoma lung-carcinoma-sarcomatoid_carcinoma 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 3845 KRAS gliomatosis_cerebri gliomatosis_cerebri 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 5728 PTEN haematopoietic_and_lymphoid_tissue-stomach-lymphoid_neoplasm-MALT_lymphoma haematopoietic_and_lymphoid_tissue-stomach-lymphoid_neoplasm-MALT_lymphoma 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 7128 TNFAIP3 bone-other-chondroma bone-other-chondroma 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 2778 GNAS autonomic_ganglia-paraganglioma-benign autonomic_ganglia-paraganglioma-benign 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 7428 VHL large_intestine-anus-malignant_melanoma large_intestine-anus-malignant_melanoma 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 4893 NRAS skin-eye-malignant_melanoma skin-eye-malignant_melanoma 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 4893 NRAS phalanx phalanx 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 2130 EWSR1 skin-sun_exposed_site-malignant_melanoma skin-sun_exposed_site-malignant_melanoma 0.6197191598142 -0.478488871605626 6 1 0.000386548125241593 2587 17385 4893 NRAS functioning functioning 0.619797417700636 -0.478362599980124 1848 271 0.104754541940472 2587 17385 51696,25957,7249,283464,89845,51728,8761,55017,22852,3833,25926,23047,994,25976,79813,83693,56992,4288,11169,54531,11083,84549,9203,30968,79026,9317,5714,8312,7174,54955,8473,4946,3066,311,9703,51116,7204,6522,84133,2145,55015,79577,55666,9126,112574,3632,1954,3344,200576,10898,1984,51386,9648,157506,64763,54887,5339,55818,23,23154,3836,10797,57544,2114,2801,9124,81610,23523,57472,6949,7528,23304,288,8664,22974,4627,54386,25909,57533,9112,9663,23107,7267,25897,9716,51755,113,79956,4289,8452,79807,54433,10155,64599,5515,7716,1650,148022,8161,1783,10721,8745,8502,55732,80829,7485,88745,55159,51280,79723,10075,55835,23170,54620,10499,126321,3945,5530,2648,143,23593,29882,1891,4924,6573,64423,5426,9654,5307,7027,5371,10128,4065,439,3148,57488,261734,4839,25829,375790,60313,81559,11004,329,6621,64756,10914,23336,26173,55094,3835,1983,55775,81603,1952,54468,9194,222484,79751,58508,10036,4796,11273,140831,158427,56994,25913,4659,55355,51307,29924,4205,10787,139818,23039,51735,9684,5925,64759,203523,23303,27245,2733,9114,10906,10147,6128,157922,27102,79811,9397,150771,2803,64418,58517,92675,146198,9791,440279,6602,9841,56647,10989,55870,2305,196528,7371,6597,7675,7409,55342,55486,6185,51108,139322,10130,51780,163131,5229,651746,1371,7456,9631,9129,2178,56931,22937,5933,8449,406,115426,8237,54532,27000,257218,2971,4650,64151,56897,83706,1520,2618,4723,9632,10010,9181,215,9776,2091,4644,79657,57185,79366,92797,9044,27032,10061,129285,9382,23398,4221,55628,4758,22931,29028,9844,7030,84078,80152,6428,57178 HECA,PNISR,TSC2,GXYLT1,ABCC10,POLR3K,PABPC4,C14orf119,ANKRD26,KIFC1,NOL11,PDS5B,CDC25B,TIPARP,EHMT1,HSDL1,KIF15,MKI67,WDHD1,MIER2,DIDO1,MAK16,ZMYM3,STOML2,AHNAK,PTER,PSMD8,AXIN1,TPP2,C1orf109,OGT,OAZ1,HDAC2,ANXA11,KIAA0100,MRPS2,TRIO,SLC4A2,ZNRF3,EZH1,PRPF39,CDC73,NPLOC4,SMC3,SNX18,INPP5A,MEGF8,FOXN2,PIKFYVE,CPSF4,EIF5A,EIF3L,GCC2,RDH10,ZNF574,UHRF1BP1,PLEC,KDM3A,ABCF1,NCDN,KPNA1,MTHFD2,TXNDC16,ETS2,GOLGA2,PDLIM1,FAM83D,CABIN1,CNOT6,TCOF1,YY1,UBR2,ANK3,EIF3D,TPX2,MYH9,TERF2IP,AHCTF1,TBC1D14,MTA1,LPIN2,MRPS27,TTC3,RNF19A,AQR,CDK12,ADCY7,ERMP1,MKLN1,CUL3,GSTCD,GAR1,TRIM28,GIGYF1,PPP2CA,VEZF1,DDOST,TICAM1,COIL,DYNC1LI2,POLQ,ADAM23,PKP4,C1orf112,ZFP91,WRB,RRP36,RFWD3,GOLM1,SUV39H2,HUWE1,CENPJ,TTLL12,FBXL19,NCOA2,MFSD12,LDHB,PPP3CA,KAT2A,PARP4,HEBP2,ANAPC2,ECH1,NUCB1,SLC19A1,INF2,POLE,TTLL4,PITX1,TFDP1,PML,LRPPRC,LY75,ASNA1,HMGB2,ESYT2,NPHP4,NOP2,TMEM184B,AGRN,GPBP1L1,TRIM11,KIF2C,BIRC2,SNAPC4,ATPAF1,PAPOLA,SYNM,INTS1,GPATCH1,KIF22,EIF5,TDP1,TRIM8,CELSR2,MIOS,SLC16A7,LNX2,SLC25A22,KMT2C,CHAF1A,TONSL,ATXN2L,ZSWIM3,TSTD2,CHPT1,POT1,PPP1R12A,HJURP,FAM53C,EPN1,MEF2A,NCKAP1,DOCK11,XPO7,RAPGEF6,LRRC14,RB1,TNS3,ZNF449,KIF13B,AHDC1,GLE1,ATP6V0D1,TRAFD1,SUGP2,RPL6,CAMSAP1,EIF2AK1,SLTM,NMT2,ITPRIPL1,GOLGA4,TMEM168,RBM25,DTD1,ZFP90,PTDSS1,UNC13C,SMARCD1,ZBTB24,BCCIP,IMMT,ASH1L,FOXM1,ARID2,UCK2,SMARCA4,ZNF121,VAV1,STRBP,PARL,RPN2,METTL9,APOOL,PDIA6,KDM3B,ZNF780B,PGGT1B,ANKRD33B,CPOX,WIPF1,NUP155,PRPF3,FANCE,DUS3L,SCAP,RBL1,DHX16,ARNTL,UHRF2,USP11,USP53,DNAJC2,SHPRH,GTF3A,MYO9B,NCAPG,WRNIP1,FERMT3,CTSS,GART,NDUFV1,SEC24C,TANK,ARHGEF2,ABCD1,ATG13,FBL,MYO5A,RPAP3,NIPAL3,HMGN5,HELB,BTAF1,ATP2C1,ABCF2,PPP1R21,COG1,PPWD1,MEN1,ZNF407,NEU1,RAB18,ATAD2,ELMO1,TFE3,KBTBD7,CENPT,SRSF3,ZMIZ1 adrenal_gland-adrenal_gland-adrenal_cortical_carcinoma-functioning adrenal_gland-adrenal_gland-adrenal_cortical_carcinoma-functioning 0.619797417700636 -0.478362599980124 1848 271 0.104754541940472 2587 17385 51696,25957,7249,283464,89845,51728,8761,55017,22852,3833,25926,23047,994,25976,79813,83693,56992,4288,11169,54531,11083,84549,9203,30968,79026,9317,5714,8312,7174,54955,8473,4946,3066,311,9703,51116,7204,6522,84133,2145,55015,79577,55666,9126,112574,3632,1954,3344,200576,10898,1984,51386,9648,157506,64763,54887,5339,55818,23,23154,3836,10797,57544,2114,2801,9124,81610,23523,57472,6949,7528,23304,288,8664,22974,4627,54386,25909,57533,9112,9663,23107,7267,25897,9716,51755,113,79956,4289,8452,79807,54433,10155,64599,5515,7716,1650,148022,8161,1783,10721,8745,8502,55732,80829,7485,88745,55159,51280,79723,10075,55835,23170,54620,10499,126321,3945,5530,2648,143,23593,29882,1891,4924,6573,64423,5426,9654,5307,7027,5371,10128,4065,439,3148,57488,261734,4839,25829,375790,60313,81559,11004,329,6621,64756,10914,23336,26173,55094,3835,1983,55775,81603,1952,54468,9194,222484,79751,58508,10036,4796,11273,140831,158427,56994,25913,4659,55355,51307,29924,4205,10787,139818,23039,51735,9684,5925,64759,203523,23303,27245,2733,9114,10906,10147,6128,157922,27102,79811,9397,150771,2803,64418,58517,92675,146198,9791,440279,6602,9841,56647,10989,55870,2305,196528,7371,6597,7675,7409,55342,55486,6185,51108,139322,10130,51780,163131,5229,651746,1371,7456,9631,9129,2178,56931,22937,5933,8449,406,115426,8237,54532,27000,257218,2971,4650,64151,56897,83706,1520,2618,4723,9632,10010,9181,215,9776,2091,4644,79657,57185,79366,92797,9044,27032,10061,129285,9382,23398,4221,55628,4758,22931,29028,9844,7030,84078,80152,6428,57178 HECA,PNISR,TSC2,GXYLT1,ABCC10,POLR3K,PABPC4,C14orf119,ANKRD26,KIFC1,NOL11,PDS5B,CDC25B,TIPARP,EHMT1,HSDL1,KIF15,MKI67,WDHD1,MIER2,DIDO1,MAK16,ZMYM3,STOML2,AHNAK,PTER,PSMD8,AXIN1,TPP2,C1orf109,OGT,OAZ1,HDAC2,ANXA11,KIAA0100,MRPS2,TRIO,SLC4A2,ZNRF3,EZH1,PRPF39,CDC73,NPLOC4,SMC3,SNX18,INPP5A,MEGF8,FOXN2,PIKFYVE,CPSF4,EIF5A,EIF3L,GCC2,RDH10,ZNF574,UHRF1BP1,PLEC,KDM3A,ABCF1,NCDN,KPNA1,MTHFD2,TXNDC16,ETS2,GOLGA2,PDLIM1,FAM83D,CABIN1,CNOT6,TCOF1,YY1,UBR2,ANK3,EIF3D,TPX2,MYH9,TERF2IP,AHCTF1,TBC1D14,MTA1,LPIN2,MRPS27,TTC3,RNF19A,AQR,CDK12,ADCY7,ERMP1,MKLN1,CUL3,GSTCD,GAR1,TRIM28,GIGYF1,PPP2CA,VEZF1,DDOST,TICAM1,COIL,DYNC1LI2,POLQ,ADAM23,PKP4,C1orf112,ZFP91,WRB,RRP36,RFWD3,GOLM1,SUV39H2,HUWE1,CENPJ,TTLL12,FBXL19,NCOA2,MFSD12,LDHB,PPP3CA,KAT2A,PARP4,HEBP2,ANAPC2,ECH1,NUCB1,SLC19A1,INF2,POLE,TTLL4,PITX1,TFDP1,PML,LRPPRC,LY75,ASNA1,HMGB2,ESYT2,NPHP4,NOP2,TMEM184B,AGRN,GPBP1L1,TRIM11,KIF2C,BIRC2,SNAPC4,ATPAF1,PAPOLA,SYNM,INTS1,GPATCH1,KIF22,EIF5,TDP1,TRIM8,CELSR2,MIOS,SLC16A7,LNX2,SLC25A22,KMT2C,CHAF1A,TONSL,ATXN2L,ZSWIM3,TSTD2,CHPT1,POT1,PPP1R12A,HJURP,FAM53C,EPN1,MEF2A,NCKAP1,DOCK11,XPO7,RAPGEF6,LRRC14,RB1,TNS3,ZNF449,KIF13B,AHDC1,GLE1,ATP6V0D1,TRAFD1,SUGP2,RPL6,CAMSAP1,EIF2AK1,SLTM,NMT2,ITPRIPL1,GOLGA4,TMEM168,RBM25,DTD1,ZFP90,PTDSS1,UNC13C,SMARCD1,ZBTB24,BCCIP,IMMT,ASH1L,FOXM1,ARID2,UCK2,SMARCA4,ZNF121,VAV1,STRBP,PARL,RPN2,METTL9,APOOL,PDIA6,KDM3B,ZNF780B,PGGT1B,ANKRD33B,CPOX,WIPF1,NUP155,PRPF3,FANCE,DUS3L,SCAP,RBL1,DHX16,ARNTL,UHRF2,USP11,USP53,DNAJC2,SHPRH,GTF3A,MYO9B,NCAPG,WRNIP1,FERMT3,CTSS,GART,NDUFV1,SEC24C,TANK,ARHGEF2,ABCD1,ATG13,FBL,MYO5A,RPAP3,NIPAL3,HMGN5,HELB,BTAF1,ATP2C1,ABCF2,PPP1R21,COG1,PPWD1,MEN1,ZNF407,NEU1,RAB18,ATAD2,ELMO1,TFE3,KBTBD7,CENPT,SRSF3,ZMIZ1 endometrioid endometrioid 0.623865905703763 -0.471819828411392 21 3 0.00115964437572478 2587 17385 2261,3845,5728 FGFR3,KRAS,PTEN ovary-low_malignant_potential_(borderline)_tumour-endometrioid ovary-low_malignant_potential_(borderline)_tumour-endometrioid 0.623865905703763 -0.471819828411392 21 3 0.00115964437572478 2587 17385 2261,3845,5728 FGFR3,KRAS,PTEN central_nervous_system-medulla-glioma-oligodendroglioma_Grade_III central_nervous_system-medulla-glioma-oligodendroglioma_Grade_III 0.623865905703763 -0.471819828411392 21 3 0.00115964437572478 2587 17385 3020,8678,4763 H3F3A,BECN1,NF1 central_nervous_system-brain-primitive_neuroectodermal_tumour-medulloblastoma central_nervous_system-brain-primitive_neuroectodermal_tumour-medulloblastoma 0.624368516066212 -0.471014514311979 7398 1094 0.422883649014302 2587 17385 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124,4217,9604,29959,91768,56829,1788,831,23512,23451,653519,29789,1912,64112,7626,22992,51377,60560,55602,10982,57130,4289,57149,8452,11232,79801,94239,23431,90957,56981,3308,5525,97,6400,6772,27068,10721,55593,9612,8502,55732,6929,8604,8315,641,2309,57458,84991,5728,9055,26019,10695,56912,10499,23241,10051,55734,140609,3609,143,55227,55288,5052,1891,2768,23014,9146,4236,53407,7027,8570,254065,132864,57488,64766,142678,5763,261734,7325,25829,4763,114984,54890,51427,10629,84196,6634,2286,1432,6621,51076,7844,91752,63892,54928,54680,1808,57721,10745,92241,9278,3835,27247,9524,5926,9830,10920,55775,81603,9194,10036,54623,7343,55699,10084,55568,163786,83930,10723,23232,23556,9777,51506,23389,23039,84236,203523,63925,829,596,22920,9735,9690,27034,55728,7743,81552,23152,989,55832,2778,58517,60412,5306,57536,5928,9791,57107,79034,6602,9841,10163,25974,10989,55870,11344,1105,2193,152137,6185,113178,139322,60343,10130,57147,56180,51703,83989,5695,57486,64343,53339,25788,57693,23118,79726,124583,2620,949,57154,10098,8760,2138,64222,5552,10926,51621,25875,4121,26271,56259,10010,29117,90522,56650,55761,55095,1455,259266,129285,5575,55628,8189,9927,29028,114882,9406,528,83940 HECA,ZBTB10,LACTB2,CMTM6,EEF2K,RAD23B,ATP13A3,MECR,AP1M1,DNM2,UPRT,LRRC59,TIPARP,MGAT5,USP34,ERCC1,NRAS,EHMT1,KIF15,WDHD1,MIER2,DIDO1,BOLA3,AHNAK,SMAD2,RAD18,OGT,COX5A,RNASEL,SLC25A33,HIVEP3,CLSPN,GGA1,TRIO,DHX9,EIF2AK4,PDCD7,APH1B,PARN,CDC73,HAUS2,MYL6B,COPB2,ATG4A,SMC3,MEGF8,RIMS3,FBXO7,EFTUD2,MVP,NUP85,LUC7L2,AGGF1,FOXK1,MTA2,TYW1,GTPBP4,ITM2A,USP10,SFXN5,KPNA1,TXNDC16,PDLIM1,TYW5,WIPI2,PDLIM5,ACSF2,FAM72A,EXOC3,POC1A,ANK3,VTI1A,SLC35B2,LCLAT1,STMN1,REPS1,RBM23,ZNF420,AHCTF1,TBC1D22A,MTA1,TBC1D14,CLCN6,SEPT11,INTS12,ZNF226,ZC3H3,RPRD1B,ARL5A,SNX8,CRNKL1,E2F3,PFKFB3,GORAB,GSTCD,TANC1,RAB1A,MAT2A,TMEM184C,PPP2CA,VPS26B,NSMCE2,CAMKMT,RNF38,DMWD,PPP5C,PITRM1,USP13,COMMD10,HABP4,FLOT1,BTN3A1,IP6K2,PMVK,IFT27,SLC25A43,RRP36,NEIL2,PSMD2,PDCD10,ITGB8,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,TTPAL,STAU1,MRS2,LLPH,TTC33,PICALM,UTP20,SH3BP5,GPS2,ACOX1,FAM3C,THAP5,TMEM131,FAM129A,YTHDC2,SND1,PAPOLA,PRNP,KRR1,FANCL,TET3,NUP210,NT5DC1,INTS1,IL6ST,SLC44A1,MTPN,VPS13B,CELSR2,SEPT9,MIOS,RBX1,CKAP2L,KRTCAP2,LSG1,ALG3,TRIM4,TRAM2,FBXO28,CHD3,E2F4,ADAM9,KPNA2,FAM208A,NGLY1,POT1,NUMB,CCDC137,FUBP1,RMND5A,PARP12,HJURP,CENPF,NKD2,SDC2,ADCK5,CDK13,NCKAP1,ARID1B,TNS3,SUB1,SSBP3,MBD2,ZNF746,XPA,ARL6IP1,CTR9,AHCY,MRPL48,LRSAM1,NTPCR,ABHD2,NSDHL,LDB1,MAP4K3,STYXL1,GALNT2,TMEM168,NLRC5,SIL1,DTD1,MYO9A,UNC13C,BCCIP,TRAF7,ARID2,NDUFAF2,TMX4,TOR1AIP1,SLC2A1,ZFYVE21,ATP6V1B2,LYN,VAV1,NRF1,PSMA6,BRPF3,WDR44,PPME1,EFCAB11,RPAP1,AHCYL1,SNX25,KDM3B,ARHGAP17,MND1,CLCN3,BIRC3,NUP155,EIF3H,SUGP1,IDE,UBXN2B,UHRF2,AP1S1,XRCC3,H3F3A,CHID1,SMAD4,PARD3,SLC30A9,NADSYN1,KLHL21,HMGN3,NCAPG,SCYL2,DNAJB9,HERC3,HOMER1,ORC3,YTHDC1,RPRD1A,RHOA,BTAF1,TOP3A,ARHGEF12,RANGAP1,HAGH,CACNB1,ATP6V1D,L3MBTL3,CTBS,IMPDH1,PGAM1,HIPK3,IFI16,MAX,PDCD6IP,TMEM203,GXYLT1,ADAM10,TSC22D3,USP39,CUL1,GYG1,SLC25A37,ANKRD26,NOL11,RAB4A,TAF5L,ZNF800,CDC5L,OSBP2,NSUN2,USP22,RAB2B,EIF3A,IWS1,DOT1L,ZMYM3,ANKRD10,WAS,TPP2,C1orf109,ZMAT3,NMD3,PRPF38B,RECQL,EWSR1,SCOC,C16orf87,PRKAA1,ANKH,RRM1,DLGAP4,TATDN3,B4GALT1,PXMP2,PSEN1,TMEM165,PDXDC1,VPS25,CNOT3,NPLOC4,YY1AP1,FAM192A,CEP104,LHX8,KLHL5,ZNRF2,LRRC8D,MSH2,DAPK1,PIGG,FBXL7,PIK3IP1,TNRC18,FDFT1,GCC2,PRIM2,ELL2,EMB,ARID1A,FXR1,PTTG1IP,MTR,PI4K2A,CAT,TTC13,GOLGA2,RBMX,MED15,USP32,APPL2,ARAP1,CABIN1,SMPD4,GPI,CDKN2A,CYTIP,ATXN3,RAB11B,KIAA0232,BCL2L1,C2orf49,CD320,EPM2A,NUDT19,LPIN2,ADCY9,MRPS27,TTC3,RNASEH2A,ILKAP,CDK12,CDC123,NARF,ELP4,LRRC8A,PKMYT1,ERC1,SUPT16H,EIF3K,ZNF282,DSN1,SAFB,LMBR1,ATF6,BEND3,EYA2,ADAM23,NDUFS1,SLC41A1,B4GALT5,MECP2,MANBA,SECISBP2,POFUT1,HLA-A,WWP2,RFWD3,DNAJC8,AXIN2,BTF3L4,PTPN11,MTX2,MSH6,PDLIM2,RFXANK,FBXO9,PACS1,BMS1,KCNQ1,KIF11,MACF1,SMAP2,MYO1F,WDR62,ESPL1,PURA,FAM83G,IPO4,POLA2,LYRM4,COPA,UQCR10,PHRF1,HMGXB3,ABCB10,BRIX1,SF3B2,DST,SYNM,GOT2,SIVA1,JAZF1,RAB35,RPF2,GPATCH1,CNNM3,CARM1,WDR41,LARS,DEAF1,SNRNP200,CCDC138,LRBA,ARHGDIB,KMT2C,PRPSAP1,MAN2A2,HSPB11,EIF4ENIF1,PPM1G,U2SURP,SH3GLB2,CRCP,BAZ1B,VPS4A,ZSWIM3,TSTD2,MRPL13,DCAF5,UBE2D3,PPP1R12A,ZCCHC8,XPNPEP3,TTF1,PRPF18,NUP205,CHKA,DTL,ZRANB1,SLC12A2,CSNK1G3,NUDT4,GBA,ARHGAP15,EVC2,MASTL,UAP1,KLHL15,SLC16A1,YWHAZ,EHD4,APOL2,TCF12,FEZ2,CORO7,UCK2,SMARCA4,RRN3,IARS,NVL,KIF14,CS,ZNF770,EBAG9,CSTF1,UBQLN4,PGGT1B,SMU1,ATXN1,OGDH,CADM1,MBD3,PDHX,PON2,SURF4,ARNTL,FKBP5,TMEM101,MAPK1,ABCA1,TRIP12,NUP54,VPS45,CHIC2,PAWR,MYO9B,DCUN1D4,PIP4K2A,XPR1,SPPL2A,FGFR3,KLHL20,SEC24C,PPIG,RRBP1,ZDHHC13,H2AFY,ANP32A,LDLRAD3,FBL,ERI3,C12orf75,SLC35A1,MYO5A,MICAL3,TXNL1,TGFB1,HEMK1,SCFD2,RFFL,RCOR1,COG1,PRMT2,CDK11A,LEMD2,UPF1,ELMO1,ZC3H7B,ZMIZ1,PLOD3,HRAS,RAB3IL1,ZSWIM6,CCDC93,RAB14,ADD1,MRPS15,PIGQ,XIAP,DHX8,GLUD1,PPP1R16B,ANKRD23,PABPC4,NSRP1,RABGAP1L,SRSF4,PDS5B,NUP153,PCBP2,KCNAB2,PGAP2,PLEKHM3,DCUN1D5,SLC50A1,PWWP2B,WDR11,AXIN1,LIMK1,ZNF689,ATE1,SMG9,FBXL3,E2F2,LONP2,PFKP,DDX42,NDUFV2,TOP2B,SLC4A2,TMED3,ITGB5,LMNA,RAVER2,SLC38A5,MCM5,PHF14,ZNF326,CARS2,UBE2QL1,RB1CC1,C16orf72,DHX29,PGS1,ZMYND11,MAN1B1,TEX10,CBFA2T2,ABCF1,CYB5A,DTWD1,PTPRF,OSBPL11,DUSP3,SETD3,CNOT6,HEXA,RNF139,SNX14,EGLN1,ANKRD27,SARNP,ABCA3,TRERF1,UBR2,ACTR3,MON1B,WDTC1,MYH9,CREBL2,NIPA2,ZNF267,PRKACA,APP,ANKIB1,TMEM161B,ARL6IP6,PRKD3,RAB21,ATP2A2,NUP107,ANKRD13C,MAVS,CEP63,RNF19A,ATF2,GCC1,RNF169,DCTN1,ENPP4,SHOC2,MAP4K4,WBP2,NUSAP1,CDCA2,NDUFA7,DNAJA1,CHCHD3,SEC61A1,HIPK2,WDR7,CBLN2,TICAM1,MBOAT1,PDXK,LRCH1,ZNF786,SESTD1,TRAK1,GMCL1,UBE4A,ETS1,WRB,KRI1,FBXO3,CAPN2,ERH,GTSE1,TTLL12,PPP3CA,TNFAIP3,POLK,GALC,ZNF512,MTMR12,PDE3B,RPA1,ZNF862,KIF18A,POLE,CCDC6,TATDN2,PITX1,LRPPRC,SLC25A19,LY75,WDR76,PSAP,RGL1,USF2,IGBP1,ANAPC4,FAF1,DDX47,AGRN,GNPDA1,GPBP1L1,MCCC1,CSNK2A1,SEC16A,GIT2,ATPAF1,LIN9,DLG5,ETV6,XRCC2,PIK3R2,TXLNA,MCMBP,MYBL1,CCAR1,PTPRK,ABCC5,TLK1,LNX2,LRP5,BRCA1,ANLN,PRKRA,RHEB,OPTN,TONSL,NAGLU,SOCS4,QRSL1,ACTB,PIEZO1,GLCCI1,NUDT11,TMUB1,LZTR1,CTCF,B4GALT4,DOCK11,RLF,CRLF3,RB1,NUS1,VMP1,PPIL2,MDFIC,ALDH18A1,MAML1,ABCC1,TRAPPC9,AACS,MEMO1,RTF1,KRAS,UBE4B,NFATC2IP,EIF4G2,ZDHHC3,GOLGA4,PALB2,CDC27,PRPS2,PRMT7,NIPA1,NDUFA5,CYLD,XAB2,COPE,DUSP22,PDK2,MDM2,STRBP,PDCD2,CORO1A,METTL9,POC5,PSMA8,MTMR6,NFATC2,PRPF3,KDM1B,USP36,ATP1A1,PSMD3,ZNF436,NCOA1,AP2S1,USP53,ZC3HC1,CTDP1,GOLIM4,SMAP1,RRP15,DAP,SMC6,SUMF1,GGA2,AP3S1,RMI1,BZW2,PTPN2,NDUFV1,SLC1A4,CWC27,ABCD1,DDX31,PTGES3,CNTN5,SNX2,PPWD1,CHCHD6,TPD52L2,CDKN2AIPNL,FBXO41,KPNA4,TWSG1,CDCA7L,GLG1,PKD2,RPS6KC1,CHMP7,NDUFB6,ZDHHC8,TMEM109,TAP1,PLXNA1,EIF1B,SLC20A1,POLR3K,C14orf119,ASAP2,SNUPN,CYB5RL,PARPBP,PLCL2,SEH1L,USO1,GNG7,GALNT7,SLC17A5,CCNF,MAK16,PSMD8,EIF2D,WDR4,PTPN7,ARRB2,TRAF5,RTN3,ZNF598,HDAC2,DDX58,PWWP2A,KIF23,MAN2B1,PMF1,NOTCH2,CFLAR,NDUFS4,FKBP1A,RNF121,RNF135,PIKFYVE,LPCAT1,MORC3,DDX28,KCTD20,SEPT8,PLEC,TOMM40,KDM3A,PATL1,ADSS,EPRS,SERTAD2,NSF,ZFP92,ERGIC3,ACLY,LPCAT4,VCPIP1,MAP3K5,RNF14,NRBP1,CABLES1,ZC3HAV1,DNMT3A,CAST,SUZ12,SF3B1,GPR89A,OLA1,PHC2,MOAP1,ZNF75D,KDM2A,UCHL5,NAA35,CDKN2AIP,MAPRE2,ATP13A1,MKLN1,LYRM1,CUL3,POLG2,SHCBP1,H2AFV,AP4E1,DHX57,PRDM11,HSPA4,PPP2R5A,ACYP1,SEL1L,STAT1,PPA2,POLQ,OTUD5,NCOR2,PKP4,C1orf112,TCF3,SLC25A12,BRAP,BLM,FOXO3,TMCC3,RBM17,PTEN,PRC1,UPF2,CNPY3,IFT46,NCOA2,PACS2,SMC4,ZFP64,NEK7,ILF3,PARP4,LRRC1,RHOT1,PRDX1,ECH1,GNA12,FBXO21,HGS,MFAP1,STX18,TFDP1,KHSRP,BRWD3,CPEB2,ESYT2,S100PBP,MIB2,PTMS,NPHP4,UBE2E2,TMEM184B,NF1,FLYWCH2,ALKBH5,ZNF107,TAF6L,USP48,SNRPD3,FKBP2,MAPK14,SNAPC4,CUTC,RNF103,ZNF804A,THADA,IMPAD1,ZNHIT6,DPYSL2,METTL14,PHTF1,RCSD1,ZBTB22,KIF22,NFU1,TECR,ARID4A,TRIM14,COPS8,TDP1,TRIM8,SLC16A7,CHAF1A,PAF1,UBTF,IARS2,PQBP1,GALNT10,SASS6,STARD3NL,SLC12A7,TBC1D12,PIGN,TM9SF4,UFC1,MED13L,XPO7,RHBDD1,ZNF449,ZNF335,CAPZA1,BCL2,KIFAP3,KNTC1,UBE3C,ACAD8,N4BP2,ZNF189,VOPP1,CIC,SEPT7,CAND1,GNAS,RBM25,EXOC4,PITPNA,KIAA1328,RBBP4,PTDSS1,PDSS2,C7orf26,SMARCD1,ZBTB24,WASF2,MMACHC,IMMT,ASH1L,TWF2,CHD1,FARSA,CCDC50,RPN2,SCAMP4,APOOL,FAM3A,PDIA6,SCYL3,MOSPD1,ACSL5,FAM172A,PSMB7,NLN,AZI2,BTBD1,RAD54B,ZNF317,TAB2,WDR59,CANT1,GAS2,SCARB1,SMURF1,TSPAN5,CDS2,EYA1,TOR3A,SRGN,DBF4,KLF13,LETMD1,MAN1A1,FBXO5,CTNNBL1,TANK,BRD7,YIF1B,CLDND1,TTC17,SAMD4B,CSNK1G2,ASPM,PPP1R21,PRKAR1B,ZNF407,SYMPK,MFN2,ATAD2,OSBPL8,ZRANB2,ATP6V1C1,TATDN1 abdomen abdomen 0.631862469431914 -0.459083520174496 615 89 0.0344027831465017 2587 17385 6096,84079,162979,90933,4149,55870,10625,196528,4763,288,6597,83549,83540,162,2132,153396,79595,667,55147,8853,6672,5300,1785,7267,1836,1639,9736,10105,51780,26469,4893,330,7428,987,84545,9107,163590,4041,26503,11083,58508,84296,5515,79026,8881,153478,6778,79726,55699,60,6794,8648,5594,25913,19,8704,8535,9903,79048,440275,641,6018,23042,55249,2261,9731,5925,5728,5781,8914,191,124565,596,200576,84243,3475,7128,55667,55253,3845,8289,10277,4221,8897,7248,5976,34,3265,1029 RORB,ANKRD27,ZNF296,TRIM41,MAX,ASH1L,IVNS1ABP,ARID2,NF1,ANK3,SMARCA4,UCK1,NUF2,AP1B1,EXT2,TMEM161B,SAP130,DST,RBM23,ASAP2,SP100,PIN1,DNM2,TTC3,SLC26A2,DCTN1,USP34,PPIF,KDM3B,PTPN18,NRAS,BIRC3,VHL,LRBA,MRPL43,MTMR6,TOR1AIP2,LRP5,SLC17A5,DIDO1,KMT2C,GINS4,PPP2CA,AHNAK,CDC16,PLEKHG4B,STAT6,WDR59,IARS2,ACTB,STK11,NCOA1,MAPK1,POT1,ABCA1,B4GALT2,CBX4,KLHL21,SECISBP2,EIF2AK4,BLM,RLF,PDXDC1,YY1AP1,FGFR3,CEP104,RB1,PTEN,PTPN11,TIMELESS,AHCY,SLC38A10,BCL2,PIKFYVE,ZDHHC18,IFRD1,TNFAIP3,DENND4C,TYW1,KRAS,ARID1A,UBE4B,MEN1,MTMR3,TSC1,UPF1,ACADM,HRAS,CDKN2A salivary_gland-carcinoma-adenoid_cystic_carcinoma salivary_gland-carcinoma-adenoid_cystic_carcinoma 0.639791431285794 -0.446613044357601 500 72 0.0278314650173947 2587 17385 1540,9322,23451,8027,1912,805,8853,6672,25798,30000,994,4603,51132,5796,147807,4893,3035,51056,8452,672,23326,58508,85461,55741,5698,55723,25929,79026,64770,8312,60,6794,138639,54480,7627,4089,11325,57508,353274,1660,10664,6018,64151,2309,5925,84878,3696,5728,9735,221937,9044,55253,3845,6016,4350,5140,5605,84930,79139,159,81930,84061,9797,51614,5311,57178,10140,3265,57231,54865,1029,22850 CYLD,TRIP10,SF3B1,STAM,PHC2,CALM2,ASAP2,SP100,BRI3,TNPO2,CDC25B,MYBL1,RLIM,PTPRK,ZNF524,NRAS,HARS,LAP3,CUL3,BRCA1,USP22,KMT2C,TANC1,EDEM2,PSMB9,ASF1B,GEMIN5,AHNAK,CCDC14,AXIN1,ACTB,STK11,PTPDC1,CHPF2,ZNF75A,SMAD4,DDX42,INTS2,ZNF445,DHX9,CTCF,RLF,NCAPG,FOXO3,RB1,ZBTB45,ITGB8,PTEN,KNTC1,FOXK1,BTAF1,TYW1,KRAS,RIT1,MPG,PDE3B,MAP2K2,MASTL,DERL1,ADSS,KIF18A,MAGT1,TATDN2,ERGIC3,PKD2,ZMIZ1,TOB1,HRAS,SNX14,GPATCH4,CDKN2A,ADNP2 haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_myeloid_leukaemia_associated_with_MDS haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_myeloid_leukaemia_associated_with_MDS 0.644027617057527 -0.44001367016756 177 25 0.00966370313103981 2587 17385 1788,4893,4763,23451,3845,4853,58508,27436,9262,84295,2778,5925,3716,5728,28996,2120,23047,5781,1027,2733,1786,3265,1029,6733,157680 DNMT3A,NRAS,NF1,SF3B1,KRAS,NOTCH2,KMT2C,EML4,STK17B,PHF6,GNAS,RB1,JAK1,PTEN,HIPK2,ETV6,PDS5B,PTPN11,CDKN1B,GLE1,DNMT1,HRAS,CDKN2A,SRPK2,VPS13B acute_myeloid_leukaemia_associated_with_MDS acute_myeloid_leukaemia_associated_with_MDS 0.644027617057527 -0.44001367016756 177 25 0.00966370313103981 2587 17385 1788,4893,4763,23451,3845,4853,58508,27436,9262,84295,2778,5925,3716,5728,28996,2120,23047,5781,1027,2733,1786,3265,1029,6733,157680 DNMT3A,NRAS,NF1,SF3B1,KRAS,NOTCH2,KMT2C,EML4,STK17B,PHF6,GNAS,RB1,JAK1,PTEN,HIPK2,ETV6,PDS5B,PTPN11,CDKN1B,GLE1,DNMT1,HRAS,CDKN2A,SRPK2,VPS13B central_nervous_system-thalamus-glioma-oligoastrocytoma_Grade_III central_nervous_system-thalamus-glioma-oligoastrocytoma_Grade_III 0.656290256840248 -0.421152123201187 22 3 0.00115964437572478 2587 17385 7784,3020,9919 ZP3,H3F3A,SEC16A lung-left_lower_lobe-carcinoma-adenocarcinoma lung-left_lower_lobe-carcinoma-adenocarcinoma 0.661758661714435 -0.412854348856795 73 10 0.00386548125241593 2587 17385 11234,9219,115,7752,9031,3845,89941,23085,27436,8545 HPS5,MTA2,ADCY9,ZNF200,BAZ1B,KRAS,RHOT2,ERC1,EML4,CGGBP1 adamantinomatous adamantinomatous 0.672207862853316 -0.397187666566273 360 51 0.0197139543873212 2587 17385 23649,21,196528,6597,51427,11004,5361,153396,57533,9181,64794,57506,9794,1786,79902,6837,4644,4363,79065,23152,79837,55700,388561,9139,5315,90957,2778,55139,5108,54502,55293,3984,7174,399687,84669,55198,11101,55526,6041,6949,11200,56006,91603,6878,90850,57679,644815,56288,11124,64766,11325 POLA2,ABCA3,ARID2,SMARCA4,ZNF107,KIF2C,PLXNA1,TMEM161B,TBC1D14,ARHGEF2,DDX31,MAVS,MAML1,DNMT1,NUP85,MED22,MYO5A,ABCC1,ATG9A,CIC,PIP4K2C,MAP7D1,ZNF761,CBFA2T2,PKM,DHX57,GNAS,ANKZF1,PCM1,RBM47,UEVLD,LIMK1,TPP2,MYO18A,USP32,APPL2,ATE1,DHTKD1,RNASEL,TCOF1,CHEK2,SMG9,ZNF830,TAF6,ZNF598,ALS2,FAM83G,PARD3,FAF1,S100PBP,DDX42 pituitary-craniopharyngeal_duct-craniopharyngioma-adamantinomatous pituitary-craniopharyngeal_duct-craniopharyngioma-adamantinomatous 0.672207862853316 -0.397187666566273 360 51 0.0197139543873212 2587 17385 23649,21,196528,6597,51427,11004,5361,153396,57533,9181,64794,57506,9794,1786,79902,6837,4644,4363,79065,23152,79837,55700,388561,9139,5315,90957,2778,55139,5108,54502,55293,3984,7174,399687,84669,55198,11101,55526,6041,6949,11200,56006,91603,6878,90850,57679,644815,56288,11124,64766,11325 POLA2,ABCA3,ARID2,SMARCA4,ZNF107,KIF2C,PLXNA1,TMEM161B,TBC1D14,ARHGEF2,DDX31,MAVS,MAML1,DNMT1,NUP85,MED22,MYO5A,ABCC1,ATG9A,CIC,PIP4K2C,MAP7D1,ZNF761,CBFA2T2,PKM,DHX57,GNAS,ANKZF1,PCM1,RBM47,UEVLD,LIMK1,TPP2,MYO18A,USP32,APPL2,ATE1,DHTKD1,RNASEL,TCOF1,CHEK2,SMG9,ZNF830,TAF6,ZNF598,ALS2,FAM83G,PARD3,FAF1,S100PBP,DDX42 large_intestine-appendix-carcinoid-endocrine_tumour large_intestine-appendix-carcinoid-endocrine_tumour 0.676326935509054 -0.39107868744179 7 1 0.000386548125241593 2587 17385 3845 KRAS post_transplant_lymphoproliferative_disorder post_transplant_lymphoproliferative_disorder 0.676326935509054 -0.39107868744179 7 1 0.000386548125241593 2587 17385 3845 KRAS bone-chest_wall-chondrosarcoma-dedifferentiated bone-chest_wall-chondrosarcoma-dedifferentiated 0.676326935509054 -0.39107868744179 7 1 0.000386548125241593 2587 17385 3845 KRAS neuroendocrine neuroendocrine 0.676326935509054 -0.39107868744179 7 1 0.000386548125241593 2587 17385 3845 KRAS subependymoma_Grade_I subependymoma_Grade_I 0.676326935509054 -0.39107868744179 7 1 0.000386548125241593 2587 17385 5728 PTEN central_nervous_system-brain-glioma-subependymoma_Grade_I central_nervous_system-brain-glioma-subependymoma_Grade_I 0.676326935509054 -0.39107868744179 7 1 0.000386548125241593 2587 17385 5728 PTEN lung-carcinoma-carcinosarcoma lung-carcinoma-carcinosarcoma 0.676326935509054 -0.39107868744179 7 1 0.000386548125241593 2587 17385 3845 KRAS skin-upper_leg-malignant_melanoma-nodular skin-upper_leg-malignant_melanoma-nodular 0.676326935509054 -0.39107868744179 7 1 0.000386548125241593 2587 17385 4893 NRAS central_nervous_system-cerebellum-primitive_neuroectodermal_tumour-medulloblastoma-desmoplastic central_nervous_system-cerebellum-primitive_neuroectodermal_tumour-medulloblastoma-desmoplastic 0.676326935509054 -0.39107868744179 7 1 0.000386548125241593 2587 17385 8312 AXIN1 bone-vertebrae-chondrosarcoma-dedifferentiated bone-vertebrae-chondrosarcoma-dedifferentiated 0.676326935509054 -0.39107868744179 7 1 0.000386548125241593 2587 17385 3845 KRAS central_nervous_system-cerebellum-primitive_neuroectodermal_tumour-medulloblastoma-classic central_nervous_system-cerebellum-primitive_neuroectodermal_tumour-medulloblastoma-classic 0.676326935509054 -0.39107868744179 7 1 0.000386548125241593 2587 17385 8312 AXIN1 central_nervous_system-cerebellum-primitive_neuroectodermal_tumour-medulloblastoma central_nervous_system-cerebellum-primitive_neuroectodermal_tumour-medulloblastoma 0.676326935509054 -0.39107868744179 7 1 0.000386548125241593 2587 17385 8312 AXIN1 central_nervous_system-temporal_lobe-other-ganglioglioma central_nervous_system-temporal_lobe-other-ganglioglioma 0.676326935509054 -0.39107868744179 7 1 0.000386548125241593 2587 17385 3845 KRAS temporooccipital temporooccipital 0.676326935509054 -0.39107868744179 7 1 0.000386548125241593 2587 17385 1031 CDKN2C bone-radius-chondrosarcoma-conventional bone-radius-chondrosarcoma-conventional 0.676326935509054 -0.39107868744179 7 1 0.000386548125241593 2587 17385 3845 KRAS NS-carcinoma-neuroendocrine NS-carcinoma-neuroendocrine 0.676326935509054 -0.39107868744179 7 1 0.000386548125241593 2587 17385 3845 KRAS central_nervous_system-parietal_lobe-glioma-ependymoma central_nervous_system-parietal_lobe-glioma-ependymoma 0.676326935509054 -0.39107868744179 7 1 0.000386548125241593 2587 17385 55147 RBM23 skin-hip-malignant_melanoma skin-hip-malignant_melanoma 0.676964847062843 -0.390135931992815 15 2 0.000773096250483185 2587 17385 4763,8313 NF1,AXIN2 soft_tissue-fibrous_tissue_and_uncertain_origin-solitary_fibrous_tumour-malignant soft_tissue-fibrous_tissue_and_uncertain_origin-solitary_fibrous_tumour-malignant 0.676964847062843 -0.390135931992815 15 2 0.000773096250483185 2587 17385 2058,7844 EPRS,RNF103 lymph_node lymph_node 0.679247451986316 -0.386769781899034 1755 255 0.0985697719366061 2587 17385 11116,10015,4763,116496,120526,1457,9294,1432,6574,51239,78991,1020,27,8853,84081,9775,5296,2120,1785,23047,27247,6917,10342,168850,55749,6733,5796,6731,81603,4893,208,55872,987,4288,990,10592,9212,58508,6659,8575,5635,1665,9203,30968,4216,79735,3703,1874,8312,23350,8473,92714,8754,6794,11200,221336,1870,25913,51068,823,27250,5214,22928,9703,79142,84939,4666,5562,7204,64781,10664,2683,8621,135293,440275,63929,4853,51379,57492,65992,54606,5925,92912,81671,471,51564,1612,284695,596,51642,200576,9794,5832,2771,8542,1456,23515,9648,55109,22936,9821,8861,79837,4605,3845,27102,8491,5393,5339,8289,79896,94097,5605,55544,1613,355,22872,5108,58517,1633,9063,79672,92675,23636,5928,4217,10611,1017,440279,57107,1029,54583,6938,4152,162979,1540,1788,10625,9816,23451,5894,6195,56255,6597,4627,83440,10308,5566,56940,4067,54467,8895,1399,7812,5164,7267,7769,10130,80895,57147,23141,83891,5450,330,7832,57120,9448,5209,2585,23705,8667,56981,5525,3716,1198,22937,11329,6778,28996,7289,10922,115426,7517,8566,57154,5594,27107,19,10098,56288,8745,8502,6929,10020,10865,10926,51447,1452,203427,10654,2113,2309,5305,23396,84888,55186,152789,2962,65095,2261,3662,10075,5728,53918,5781,9181,51512,246175,6443,6774,818,2956,6709,10194,387,7128,2987,55667,140609,152579,55690,3784,4221,3832,84303,728642,5595,23646,3106,11196,9844,8030,2874,5597,56987,4065,1955,9406,79968,528,26750,3265,29945,705,57688 FGFR1OP,PDCD6IP,NF1,FAM129A,DNAJC24,CSNK2A1,S1PR2,MAPK14,SLC20A1,ANKRD39,PCYOX1L,CDK5,ABL2,ASAP2,NSRP1,EIF4A3,PIK3R2,ETV6,DNM2,PDS5B,NFU1,TCEA1,TFG,ZNF800,CCAR1,SRPK2,PTPRK,SRP72,TRIM8,NRAS,AKT2,PBK,LRBA,MKI67,CDC6,SMC2,AURKB,KMT2C,SOX4,PRKRA,PRPSAP1,DHX15,ZMYM3,STOML2,MAP3K4,TBC1D17,STT3A,E2F4,AXIN1,U2SURP,OGT,ARRDC1,ADAM9,STK11,CHEK2,BEND6,E2F2,POT1,NMD3,CAPN1,PDCD4,PFKP,SEPHS2,KIAA0100,PHF23,MUM1,NACA,PRKAA1,TRIO,CERK,CTCF,B4GALT1,CDK13,PM20D2,EIF2AK4,XPNPEP3,NOTCH2,CRLF3,ARID1B,DDRGK1,DDX56,RB1,UBE2Q2,VMP1,ATIC,HDAC7,DAPK1,ZNF326,BCL2,MRPL48,PIKFYVE,MAML1,ALDH18A1,GNAI2,APOL1,CSNK1G3,MORC3,GCC2,AGGF1,ELL2,RB1CC1,LDB1,PIP4K2C,MYBL2,KRAS,EIF2AK1,MAP4K3,EXOSC9,PLEC,ARID1A,THNSL1,SFXN5,MAP2K2,RBM38,DAPK3,FAS,SEC31A,PCM1,RBM25,DCK,PIAS2,FN3KRP,DTD1,NUP62,RBBP4,MAP3K5,PDLIM5,CDK2,UNC13C,PDSS2,CDKN2A,EGLN1,TCF12,MBD1,ZNF296,CYLD,DNMT3A,IVNS1ABP,URB2,SF3B1,RAF1,RPS6KA1,TMX4,SMARCA4,MYH9,ADPGK,ZNF267,PRKACA,DUSP22,LYN,ANKIB1,CPNE3,CRKL,CSDE1,PDK2,TTC3,ZNF226,PDIA6,ILKAP,SCYL3,ANKLE2,SNX25,POU2AF1,BIRC3,BTG2,GOPC,MAP4K4,PFKFB3,GALK2,CADM1,EIF3H,PRDM11,PPP2R5A,JAK1,CLK3,SCAP,STK38,STAT6,HIPK2,TULP3,FASTK,UHRF2,XRCC3,PDXK,SMURF1,MAPK1,ZBTB11,ABCA1,TSPAN5,PARD3,ADAM23,PKP4,TCF3,GNE,ARID5A,DBF4,IP6K2,CSNK1A1,SLC25A43,PMVK,ETS1,FOXO3,PIP4K2A,PIP5K1C,SPPL2A,SLC25A36,JAKMIP1,GTF2F1,KRI1,FGFR3,IRF4,HUWE1,PTEN,PELO,PTPN11,ARHGEF2,GTSE1,CNOT6L,SGCB,STAT3,CAMK2G,MSH6,SPTAN1,TSHZ1,RHOA,TNFAIP3,GUK1,DENND4C,NEK7,SCFD2,PACS1,KCNQ1,MEN1,KIF11,CHCHD6,CDK11A,MAPK3,PLD3,HLA-B,SEC23IP,ELMO1,CCDC6,GPS2,MAPK6,BBX,LY75,MEGF9,ZRANB2,WDR76,ATP6V1C1,RPS6KC1,HRAS,ANAPC4,BYSL,ZSWIM6 cerebrum cerebrum 0.682391432089264 -0.382151838438495 67 9 0.00347893312717433 2587 17385 7040,4893,5728,5781,3845,2783,3265,1029,8086 TGFB1,NRAS,PTEN,PTPN11,KRAS,GNB2,HRAS,CDKN2A,AAAS papillary papillary 0.68669513156923 -0.375864852984206 60 8 0.00309238500193274 2587 17385 51427,5479,3845,5728,55316,9343,83605,23515 ZNF107,PPIB,KRAS,PTEN,RSAD1,EFTUD2,CCM2,MORC3 knee knee 0.694375622194759 -0.364742222538587 125 17 0.00657131812910707 2587 17385 114825,4893,55596,102,9107,3845,26503,23085,4000,3105,8897,3799,51586,3265,1029,4644,1639 PWWP2A,NRAS,ZCCHC8,ADAM10,MTMR6,KRAS,SLC17A5,ERC1,LMNA,HLA-A,MTMR3,KIF5B,MED15,HRAS,CDKN2A,MYO5A,DCTN1 bone-pelvis-chondrosarcoma-peripheral bone-pelvis-chondrosarcoma-peripheral 0.69776076984271 -0.359878971582411 31 4 0.00154619250096637 2587 17385 5925,996,1029,6240 RB1,CDC27,CDKN2A,RRM1 chest chest 0.703162476395691 -0.352167295246974 147 20 0.00773096250483185 2587 17385 114825,1540,4893,55596,7428,9107,3845,26503,23085,4000,3105,3799,8897,2261,5728,5781,3265,1029,4644,1639 PWWP2A,CYLD,NRAS,ZCCHC8,VHL,MTMR6,KRAS,SLC17A5,ERC1,LMNA,HLA-A,KIF5B,MTMR3,FGFR3,PTEN,PTPN11,HRAS,CDKN2A,MYO5A,DCTN1 upper_aerodigestive_tract-pharynx-carcinoma-nasopharyngeal_carcinoma upper_aerodigestive_tract-pharynx-carcinoma-nasopharyngeal_carcinoma 0.704158085127389 -0.350752395294519 1462 211 0.081561654425976 2587 17385 1314,10154,29855,9682,89845,30827,10969,29978,84196,9919,51076,255520,6621,55215,79943,11103,200424,667,5036,84662,57721,54776,23047,27097,23228,79892,10460,10057,9736,55255,23020,22836,4893,1952,11176,7428,987,4288,3185,4041,397,51005,11083,23326,58508,4171,84444,4216,79026,3703,1107,8312,7174,399687,55699,1191,1201,163786,158427,79760,23586,9703,64689,79724,7410,56172,6240,22839,64781,23389,5827,4125,4853,5997,139818,51735,9738,84246,9783,1954,1612,9646,1537,64976,200576,9690,1936,23515,4363,223,79171,7916,50717,11253,23560,4605,54887,3845,5339,8289,94097,5605,79811,221830,132884,2778,7248,27153,139735,84166,55198,5928,30844,1029,11336,5564,21,1788,79585,196528,288,91252,526,153396,85021,6135,23059,334,890,5687,25909,10270,115,25897,389677,1212,3998,51522,51703,56893,23476,2077,51340,57404,1153,56262,5209,9631,4967,4209,25788,56981,51321,51069,3094,8449,10922,126328,148022,92806,80709,23300,8745,27000,9612,9320,83605,6929,53371,79048,23062,79072,26273,2261,1520,5728,10075,1384,9632,9360,55835,339324,26046,9776,64794,4676,55761,1385,6709,29890,1465,259266,55269,129285,7284,91057,23252,3832,90121,6573,4924,6448,84061,29028,55238,9797,8985,26750,3265,1642,57688 COPA,PLXNC1,UBN1,KDM4A,ABCC10,CXXC1,EBNA1BP2,UBQLN2,USP48,SEC16A,CUTC,ELMOD2,SNAPC4,FANCI,ZNF696,KRR1,TET3,DST,PA2G4,GLIS2,METTL14,PPP1R12C,PDS5B,TAF5L,PLCL2,MCMBP,TACC3,ABCC5,USP34,WDR41,SNRNP200,RHOBTB3,NRAS,CELSR2,BAZ2A,VHL,LRBA,MKI67,HNRNPF,LRP5,ARHGDIB,AMDHD2,DIDO1,USP22,KMT2C,MCM2,DOT1L,MAP3K4,AHNAK,STT3A,CHD3,AXIN1,TPP2,MYO18A,IARS2,CLU,CLN3,SASS6,TSTD2,GEMIN7,DDX58,KIAA0100,GORASP1,ZNF768,VAV2,ANKH,RRM1,DLGAP4,CERK,MED13L,PXMP2,MAN2B1,NOTCH2,RGS2,DOCK11,RAPGEF6,CCP110,MED10,RIMS3,MEGF8,DAPK1,CTR9,CYC1,MRPL40,PIKFYVE,UBE3C,EEF1D,MORC3,ABCC1,ALDH9A1,RBM42,PRRC2A,DCAF8,MAN1B1,GTPBP4,MYBL2,UHRF1BP1,KRAS,PLEC,ARID1A,SFXN5,MAP2K2,SLTM,TWISTNB,EVC2,GNAS,TSC1,ZNF777,ZFP92,NLRC5,APPL2,RBBP4,EHD4,CDKN2A,EXOC3,PRKAB1,ABCA3,DNMT3A,CORO7,ARID2,ANK3,SLC39A13,ATP6V1B2,TMEM161B,REPS1,RPL11,CLUAP1,APLP2,CCNA2,PSMA6,AHCTF1,AKAP8,ADCY9,RNF19A,RBM12B,CLTB,LMAN1,TMEM14C,ACSL5,UBQLN4,BRD4,ERF,CRNKL1,CYP20A1,CIRBP,LRRC8A,PFKFB3,NUP155,OGDH,MEF2D,RAD54B,PRDM11,AMZ2,MRPL2,HINT1,DHX16,FASTK,NDUFA11,TICAM1,CENPBD1,AKNA,ATMIN,ADAM23,DNAJC2,NCOR2,TRIP12,CCM2,TCF3,NUP54,SECISBP2,GGA2,FASTKD3,FBXO3,FGFR3,CTSS,PTEN,HUWE1,CRAT,SEC24C,PPIG,CENPJ,ZNF260,LTN1,ATG13,DDX31,NAP1L4,TTC17,CREB1,SPTAN1,RBM15B,CSRP1,ASPM,PSPC1,PPP1R21,TUFM,CCDC34,OTUD3,KIF11,TSR2,SLC19A1,NUCB1,SGSH,MAGT1,ATAD2,SLC38A7,TATDN2,PLOD3,RPS6KC1,HRAS,DDB1,ZSWIM6 nasopharyngeal_carcinoma nasopharyngeal_carcinoma 0.704158085127389 -0.350752395294519 1462 211 0.081561654425976 2587 17385 1314,10154,29855,9682,89845,30827,10969,29978,84196,9919,51076,255520,6621,55215,79943,11103,200424,667,5036,84662,57721,54776,23047,27097,23228,79892,10460,10057,9736,55255,23020,22836,4893,1952,11176,7428,987,4288,3185,4041,397,51005,11083,23326,58508,4171,84444,4216,79026,3703,1107,8312,7174,399687,55699,1191,1201,163786,158427,79760,23586,9703,64689,79724,7410,56172,6240,22839,64781,23389,5827,4125,4853,5997,139818,51735,9738,84246,9783,1954,1612,9646,1537,64976,200576,9690,1936,23515,4363,223,79171,7916,50717,11253,23560,4605,54887,3845,5339,8289,94097,5605,79811,221830,132884,2778,7248,27153,139735,84166,55198,5928,30844,1029,11336,5564,21,1788,79585,196528,288,91252,526,153396,85021,6135,23059,334,890,5687,25909,10270,115,25897,389677,1212,3998,51522,51703,56893,23476,2077,51340,57404,1153,56262,5209,9631,4967,4209,25788,56981,51321,51069,3094,8449,10922,126328,148022,92806,80709,23300,8745,27000,9612,9320,83605,6929,53371,79048,23062,79072,26273,2261,1520,5728,10075,1384,9632,9360,55835,339324,26046,9776,64794,4676,55761,1385,6709,29890,1465,259266,55269,129285,7284,91057,23252,3832,90121,6573,4924,6448,84061,29028,55238,9797,8985,26750,3265,1642,57688 COPA,PLXNC1,UBN1,KDM4A,ABCC10,CXXC1,EBNA1BP2,UBQLN2,USP48,SEC16A,CUTC,ELMOD2,SNAPC4,FANCI,ZNF696,KRR1,TET3,DST,PA2G4,GLIS2,METTL14,PPP1R12C,PDS5B,TAF5L,PLCL2,MCMBP,TACC3,ABCC5,USP34,WDR41,SNRNP200,RHOBTB3,NRAS,CELSR2,BAZ2A,VHL,LRBA,MKI67,HNRNPF,LRP5,ARHGDIB,AMDHD2,DIDO1,USP22,KMT2C,MCM2,DOT1L,MAP3K4,AHNAK,STT3A,CHD3,AXIN1,TPP2,MYO18A,IARS2,CLU,CLN3,SASS6,TSTD2,GEMIN7,DDX58,KIAA0100,GORASP1,ZNF768,VAV2,ANKH,RRM1,DLGAP4,CERK,MED13L,PXMP2,MAN2B1,NOTCH2,RGS2,DOCK11,RAPGEF6,CCP110,MED10,RIMS3,MEGF8,DAPK1,CTR9,CYC1,MRPL40,PIKFYVE,UBE3C,EEF1D,MORC3,ABCC1,ALDH9A1,RBM42,PRRC2A,DCAF8,MAN1B1,GTPBP4,MYBL2,UHRF1BP1,KRAS,PLEC,ARID1A,SFXN5,MAP2K2,SLTM,TWISTNB,EVC2,GNAS,TSC1,ZNF777,ZFP92,NLRC5,APPL2,RBBP4,EHD4,CDKN2A,EXOC3,PRKAB1,ABCA3,DNMT3A,CORO7,ARID2,ANK3,SLC39A13,ATP6V1B2,TMEM161B,REPS1,RPL11,CLUAP1,APLP2,CCNA2,PSMA6,AHCTF1,AKAP8,ADCY9,RNF19A,RBM12B,CLTB,LMAN1,TMEM14C,ACSL5,UBQLN4,BRD4,ERF,CRNKL1,CYP20A1,CIRBP,LRRC8A,PFKFB3,NUP155,OGDH,MEF2D,RAD54B,PRDM11,AMZ2,MRPL2,HINT1,DHX16,FASTK,NDUFA11,TICAM1,CENPBD1,AKNA,ATMIN,ADAM23,DNAJC2,NCOR2,TRIP12,CCM2,TCF3,NUP54,SECISBP2,GGA2,FASTKD3,FBXO3,FGFR3,CTSS,PTEN,HUWE1,CRAT,SEC24C,PPIG,CENPJ,ZNF260,LTN1,ATG13,DDX31,NAP1L4,TTC17,CREB1,SPTAN1,RBM15B,CSRP1,ASPM,PSPC1,PPP1R21,TUFM,CCDC34,OTUD3,KIF11,TSR2,SLC19A1,NUCB1,SGSH,MAGT1,ATAD2,SLC38A7,TATDN2,PLOD3,RPS6KC1,HRAS,DDB1,ZSWIM6 soft_tissue-striated_muscle-rhabdomyosarcoma-sclerosing soft_tissue-striated_muscle-rhabdomyosarcoma-sclerosing 0.704886645795128 -0.349718275203542 61 8 0.00309238500193274 2587 17385 2778,2261,3845,9637,4893,5605,3265,65992 GNAS,FGFR3,KRAS,FEZ2,NRAS,MAP2K2,HRAS,DDRGK1 squamous_cell_carcinoma squamous_cell_carcinoma 0.706410464794712 -0.347558815540067 17068 2537 0.98067259373792 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,MCM2,RAB22A,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,MPV17,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,ZNF720,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,TMEM179B,ERV3-1,PDXP,SMC3,C4orf3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,FAM72D,EXOC3,RHOG,STARD7,C5orf30,VTI1A,SLC35B2,INO80E,LCLAT1,RCOR3,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,ZNF226,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,CORO1C,NSMCE2,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,SRSF6,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,KANSL2,UBE3B,NAP1L4,ZNF710,ST8SIA2,RPL22L1,MED22,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,C14orf132,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,ENSA,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,RYBP,VPS13B,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,FUBP1,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,RUVBL2,MYO9A,BTBD10,CCNB2,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,TMEM69,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,PPIF,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,CHMP4B,XRCC3,PARD3,BCL2L12,C19orf53,MCM10,KLHL21,PDAP1,CDCA8,TMX3,GTF3A,ARF1,SLC12A9,TUBGCP2,DNAJB9,HOMER1,WBP1L,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,PGAM1,HIPK3,IFI16,NUP188,TXN,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,PARK7,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,SUCLG2,TAF5L,CISD2,SMARCE1,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,CYCS,FAM136A,SUPT7L,TMEM165,NPLOC4,CNOT3,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,PPP4R1,MSH2,PIGG,FBXL7,MRPL40,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,CDKN2A,NUDT3,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CD320,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CHMP4A,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,CCNK,DNAJC8,ELP5,AXIN2,CITED2,JMJD4,ANKRD37,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,COMMD4,KLF6,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,PIGM,NAT9,GPR132,UBE2Q1,PTP4A3,BRIX1,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,PM20D2,XPNPEP3,RGS2,LYAR,FAM89B,POLR2I,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,CSTF1,POU2AF1,UBQLN4,NXT1,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,STAT3,MYO5A,NIPAL3,AMPD2,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,PIGQ,AGPAT1,CNTROB,PPP1R16B,GSDMB,TTC9C,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,SARNP,IVNS1ABP,MON1B,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,DUT,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,WRB,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,TMX1,HNRNPM,LYPLA2,MFSD12,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,LY75,C4orf46,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,AGRN,THOC1,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,SP3,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,CDCA4,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,AFF1,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,HCFC1R1,ZADH2,GGPS1,RPAIN,RAD23A,ABRACL,PDK2,ATP6V0B,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,CLPTM1,SLC39A9,RPL29,RPL35,BTG2,DNAJC9,FRAT2,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,MAFK,PSMD3,NDUFA11,CEP55,ZNF436,DNAJC17,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,SMAP1,GOLIM4,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,TMA7,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,ABHD14A,POLR3K,C14orf119,ASAP2,SNUPN,CNPY4,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,COPG2,JMY,FKBP1A,SLC31A1,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,TMED2,PHF10,FTL,DDX28,ZNF84,SIGMAR1,PIP4K2C,FAM133B,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,NRBP1,CABLES1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,RPS6KA1,CAST,SUZ12,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,MAPRE2,RFC3,ERF,CUL3,SLBP,KIAA1586,H2AFV,POLG2,GAR1,PSMB9,DHX57,NSA2,HSPA4,MRPL55,JAK1,TBL3,GOLGA8A,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PRDX1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,STX18,TFDP1,KHSRP,ASNA1,CPEB2,SSSCA1,VPS29,BYSL,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,UBE2Z,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,IMPAD1,ZNHIT6,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,ELOF1,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,CXXC4,UBTF,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,STARD3NL,RPS15,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,KIFAP3,BCL2,N4BP2,HP1BP3,VOPP1,THNSL1,ISG15,CAND1,C22orf46,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,TOMM20,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,FAM3A,F2R,SCYL3,TMEM14C,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,CHCHD1,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,MAGEH1,MRPL42,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,HDDC2,RGS1,MAN1A1,FBXO5,GART,PELO,TANK,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,SRSF3,MBD6,ATP6V1C1,IDH3B,TATDN1,TSC2,LACTB2,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,WBP1,NUTF2,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,SMNDC1,PDCD4,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,RNFT1,RIMS3,MEGF8,EFTUD2,FBXO7,CPSF4,MRPL21,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,TMEM159,ZNF830,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,PTTG1,ANK3,TPX2,TBC1D13,GLRX3,STMN1,C19orf48,CBWD5,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,SZRD1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,CRNKL1,E2F3,CIRBP,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,DMWD,CENPBD1,USP13,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,RRP36,NEIL2,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,ITGB8,CBWD2,COQ4,ARF5,ARHGEF1,FBXL19,GTF2H2,TTPAL,UTP20,MAGT1,GPS2,DBI,MRFAP1L1,SSNA1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,SLC44A1,MTPN,ASB6,PLK1,RPP25,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,ZBED5,CKAP2L,PSMG1,UBE2V1,IL12RB1,EAF2,KRTCAP2,LUC7L,LSG1,NECAP2,C1orf122,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,FAM53C,DNAJB2,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,RAB6A,DNAJB1,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,IRF5,NMT2,RPL36,HAUS8,MBIP,ORMDL2,COX7A2L,ZDHHC7,FAM122A,SIL1,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,RRAGC,ZNF121,OIP5,NRF1,WDR44,PIN1,PPME1,EFCAB11,RPAP1,CABLES2,TOP1MT,LMAN1,AHCYL1,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,ZNF780B,KIAA0040,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,NADSYN1,CMAS,UNK,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,CSRP1,HMGN5,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,USP20,TMEM219,RBPJ,MAX,PDCD6IP,GXYLT1,LUZP1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LAC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1,SIRT2,FKBP2,USP48,UBQLN2,SNRPD3,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,AP3S2,ATG3,DPYSL2,PPP1R12C,AKR1B1,NDUFB9,JOSD1,RP2,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,DPM1,FOPNL,SLC16A7,WDR82,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,RPS26,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,MEF2A,EPHX2,PITHD1,RHBDD1,NFATC3,BUD31,ZNF335,YBX1,KNTC1,ACAD8,UBE3C,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,PSMA1,SEPT7,NAP1L1,NSMF,ODF2,EXOC4,KIAA1328,NUP62,PITPNA,NAA20,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,CHKB,IRF3,TWF2,PAIP1,ANKRD28,ANKLE1,FARSA,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,DAP3,TMEM41A,ZNF317,GADD45B,AKNA,REEP4,CBX4,MIF,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,CLDND1,TTC17,SLC25A1,GINS1,PAQR6,CSNK1G2,TELO2,ADAM17,HMGN1,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,MAPK3,HSPA1B,HLA-B,ATAD2,PLAA,ZNF330,OSBPL8,KBTBD7,PREPL pancreas-other-adenoma pancreas-other-adenoma 0.717220997338774 -0.332371260854879 226 31 0.0119829918824894 2587 17385 9612,8216,4893,5589,90379,7428,259266,84919,64763,3845,8621,598,28991,1176,63931,23085,9927,2778,1107,27316,6478,9646,79833,9377,6185,56006,8237,6878,4249,3265,1029 NCOR2,LZTR1,NRAS,PRKCSH,DCAF15,VHL,ASPM,PPP1R15B,ZNF574,KRAS,CDK13,BCL2L1,COMMD5,AP3S1,MRPS14,ERC1,MFN2,GNAS,CHD3,RBMX,SIAH2,CTR9,GEMIN6,COX5A,RPN2,SMG9,USP11,TAF6,MGAT5,HRAS,CDKN2A bone-knee-chondrosarcoma-synovial bone-knee-chondrosarcoma-synovial 0.724510973833254 -0.322258370568334 8 1 0.000386548125241593 2587 17385 51586 MED15 central_nervous_system-choroid_plexus-other-choroid_plexus_carcinoma central_nervous_system-choroid_plexus-other-choroid_plexus_carcinoma 0.724510973833254 -0.322258370568334 8 1 0.000386548125241593 2587 17385 3020 H3F3A thymus-thymic_carcinoma-squamous_cell_carcinoma thymus-thymic_carcinoma-squamous_cell_carcinoma 0.724510973833254 -0.322258370568334 8 1 0.000386548125241593 2587 17385 3845 KRAS ganglioneuroblastoma ganglioneuroblastoma 0.724510973833254 -0.322258370568334 8 1 0.000386548125241593 2587 17385 4221 MEN1 central_nervous_system-chiasm-glioma-astrocytoma_Grade_I central_nervous_system-chiasm-glioma-astrocytoma_Grade_I 0.724510973833254 -0.322258370568334 8 1 0.000386548125241593 2587 17385 1185 CLCN6 choroid_plexus_carcinoma choroid_plexus_carcinoma 0.724510973833254 -0.322258370568334 8 1 0.000386548125241593 2587 17385 3020 H3F3A haematopoietic_and_lymphoid_tissue-stomach-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma haematopoietic_and_lymphoid_tissue-stomach-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma 0.724510973833254 -0.322258370568334 8 1 0.000386548125241593 2587 17385 7128 TNFAIP3 central_nervous_system-choroid_plexus-other-choroid_plexus_papilloma central_nervous_system-choroid_plexus-other-choroid_plexus_papilloma 0.724510973833254 -0.322258370568334 8 1 0.000386548125241593 2587 17385 5781 PTPN11 right_middle_lobe right_middle_lobe 0.724510973833254 -0.322258370568334 8 1 0.000386548125241593 2587 17385 3845 KRAS synovial synovial 0.724510973833254 -0.322258370568334 8 1 0.000386548125241593 2587 17385 51586 MED15 choroid_plexus_papilloma choroid_plexus_papilloma 0.724510973833254 -0.322258370568334 8 1 0.000386548125241593 2587 17385 5781 PTPN11 skin-leg-malignant_melanoma-superficial_spreading skin-leg-malignant_melanoma-superficial_spreading 0.727459548142744 -0.318196885409945 213 29 0.0112098956320062 2587 17385 59269,55191,4149,4893,9320,56949,288,8452,3845,11243,292,51657,79801,54497,6426,9231,950,5036,9126,57693,5728,1107,6794,2620,79968,29062,3265,1029,8745 HIVEP3,NADSYN1,MAX,NRAS,TRIP12,XAB2,ANK3,CUL3,KRAS,PMF1,SLC25A5,STYXL1,SHCBP1,HEATR5B,SRSF1,DLG5,SCARB2,PA2G4,SMC3,ZNF317,PTEN,CHD3,STK11,GAS2,WDR76,WDR91,HRAS,CDKN2A,ADAM23 follicular_lymphoma follicular_lymphoma 0.729850493987608 -0.31491556857135 1243 178 0.0688055662930035 2587 17385 7325,116496,29907,2029,1659,1432,1031,22852,9775,118813,55094,55749,10498,79894,284001,4893,4690,56992,4288,222484,7430,55840,58508,1665,9203,79735,55717,3688,4358,55699,55278,92714,9031,60,163786,1870,113263,124411,79142,7204,2683,7155,4125,135293,4853,83464,7633,57492,65992,6242,5925,92912,51088,92745,9678,4436,22920,596,1537,64976,54764,2771,4363,9267,9648,3475,10906,55109,22936,11253,6229,3845,10277,5339,8289,51304,1528,355,132884,58517,79573,996,92675,57472,146198,10611,440279,1029,11336,1788,10625,196528,9816,23451,288,10096,64121,10308,526,54467,8027,7812,55147,57533,9716,10768,23171,11171,51755,9166,5450,330,4289,83989,5229,7832,7456,4773,9631,79801,23085,79651,5933,6294,6778,79823,115426,7517,22926,19,10098,56288,8975,8745,23143,51397,51018,10020,10926,56894,65095,5771,79072,1520,5728,10075,9776,4676,143458,246175,6774,2966,2956,10194,84243,5530,3150,387,7128,9044,57418,129285,143,23365,23398,55227,84303,728642,8772,64744,2874,4065,79968,8985,254065,26750,10114,3265 UBE2E2,FAM129A,SNX15,ENSA,DHX8,MAPK14,CDKN2C,ANKRD26,EIF4A3,ZFYVE27,GPATCH1,CCAR1,CARM1,ZNF672,CCDC57,NRAS,NCK1,KIF15,MKI67,LNX2,EZR,EAF2,KMT2C,DHX15,ZMYM3,TBC1D17,WDR11,ITGB1,MPV17,IARS2,QRSL1,ARRDC1,BAZ1B,ACTB,SASS6,E2F2,GLCCI1,ZNF720,PHF23,TRIO,B4GALT1,TOP2B,MAN2B1,PM20D2,NOTCH2,APH1B,ZNF79,ARID1B,DDRGK1,RTKN,RB1,UBE2Q2,KLHL5,SLC38A5,PHF14,MSH2,KIFAP3,BCL2,CYC1,MRPL40,ZRANB1,GNAI2,ABCC1,CYTH1,GCC2,IFRD1,TRAFD1,AGGF1,ELL2,MAN1B1,RPS24,KRAS,UBE4B,PLEC,ARID1A,ZDHHC3,CYB5A,FAS,EVC2,RBM25,TTC13,CDC27,DTD1,CNOT6,ZFP90,PDLIM5,UNC13C,CDKN2A,EXOC3,DNMT3A,IVNS1ABP,ARID2,URB2,SF3B1,ANK3,ACTR3,RRAGC,ZNF267,ATP6V1B2,ANKIB1,STAM,CSDE1,RBM23,TBC1D14,AQR,AHCYL1,GPD1L,STRAP,CDK12,EBAG9,POU2AF1,BIRC3,MKLN1,FAM172A,PGGT1B,BTG2,WIPF1,NFATC2,NUP155,SHCBP1,ERC1,RHBDF2,RBL1,SAFB,STAT6,CAMKMT,UHRF2,XRCC3,ATF6,ABCA1,TSPAN5,PARD3,USP13,ADAM23,LRCH1,COMMD10,RRP15,GNE,DBF4,AGPAT3,KRI1,PTPN2,FASTKD3,CTSS,PTEN,HUWE1,ATG13,NAP1L4,LDLRAD3,CNOT6L,STAT3,GTF2H2,MSH6,TSHZ1,ZDHHC18,PPP3CA,HMGN1,RHOA,TNFAIP3,BTAF1,WDR18,PPP1R21,PARP4,ARHGEF12,PPWD1,LRRC1,CHCHD6,CDK11A,FADD,SMAP2,GPS2,LY75,WDR76,PLOD3,BRWD3,RPS6KC1,HIPK3,HRAS central_nervous_system-temporoparietal-glioma-astrocytoma_Grade_IV central_nervous_system-temporoparietal-glioma-astrocytoma_Grade_IV 0.738660851131702 -0.302916392830714 48 6 0.00231928875144956 2587 17385 6566,57117,8427,79888,23165,56288 SLC16A1,INTS12,ZNF282,LPCAT1,NUP205,PARD3 central_nervous_system-thalamus-glioma-astrocytoma_Grade_II central_nervous_system-thalamus-glioma-astrocytoma_Grade_II 0.747055359166905 -0.291615987938062 56 7 0.00270583687669115 2587 17385 3845,9126,5108,3020,4763,1029,11311 KRAS,SMC3,PCM1,H3F3A,NF1,CDKN2A,VPS45 central_nervous_system-brainstem-glioma central_nervous_system-brainstem-glioma 0.75375098450631 -0.282693224797237 350 48 0.0185543100115964 2587 17385 7325,309,8621,11004,56940,80010,79577,9815,351,5925,4899,22992,25771,5728,57721,2120,191,7267,9716,79888,7040,91746,6868,4893,56992,5575,3845,55840,23344,23085,4548,84303,93323,9467,6675,10492,55717,28996,9063,60412,27068,34,30844,3020,8985,3265,705,1029 UBE2E2,ANXA6,CDK13,KIF2C,DUSP22,RMI1,CDC73,GIT2,APP,RB1,NRF1,KDM2A,TBC1D22A,PTEN,METTL14,ETV6,AHCY,TTC3,AQR,LPCAT1,TGFB1,YTHDC1,ADAM17,NRAS,KIF15,PRKAR1B,KRAS,EAF2,ESYT1,ERC1,MTR,CHCHD6,HAUS8,SH3BP5,UAP1,SYNCRIP,WDR11,HIPK2,PIAS2,EXOC4,PPA2,ACADM,EHD4,H3F3A,PLOD3,HRAS,BYSL,CDKN2A craniopharyngeal_duct craniopharyngeal_duct 0.759891062640163 -0.274580194607088 407 56 0.0216466950135292 2587 17385 23649,5479,21,196528,83605,6597,51427,11004,5361,55316,153396,57533,9343,9181,64794,57506,9794,1786,79902,6837,4644,23515,4363,79065,23152,79837,55700,388561,9139,5315,90957,2778,55139,5108,54502,55293,3984,7174,399687,84669,55198,11101,55526,6041,6949,11200,56006,91603,6878,90850,57679,644815,56288,11124,64766,11325 POLA2,PPIB,ABCA3,ARID2,CCM2,SMARCA4,ZNF107,KIF2C,PLXNA1,RSAD1,TMEM161B,TBC1D14,EFTUD2,ARHGEF2,DDX31,MAVS,MAML1,DNMT1,NUP85,MED22,MYO5A,MORC3,ABCC1,ATG9A,CIC,PIP4K2C,MAP7D1,ZNF761,CBFA2T2,PKM,DHX57,GNAS,ANKZF1,PCM1,RBM47,UEVLD,LIMK1,TPP2,MYO18A,USP32,APPL2,ATE1,DHTKD1,RNASEL,TCOF1,CHEK2,SMG9,ZNF830,TAF6,ZNF598,ALS2,FAM83G,PARD3,FAF1,S100PBP,DDX42 craniopharyngioma craniopharyngioma 0.759891062640163 -0.274580194607088 407 56 0.0216466950135292 2587 17385 23649,5479,21,196528,83605,6597,51427,11004,5361,55316,153396,57533,9343,9181,64794,57506,9794,1786,79902,6837,4644,23515,4363,79065,23152,79837,55700,388561,9139,5315,90957,2778,55139,5108,54502,55293,3984,7174,399687,84669,55198,11101,55526,6041,6949,11200,56006,91603,6878,90850,57679,644815,56288,11124,64766,11325 POLA2,PPIB,ABCA3,ARID2,CCM2,SMARCA4,ZNF107,KIF2C,PLXNA1,RSAD1,TMEM161B,TBC1D14,EFTUD2,ARHGEF2,DDX31,MAVS,MAML1,DNMT1,NUP85,MED22,MYO5A,MORC3,ABCC1,ATG9A,CIC,PIP4K2C,MAP7D1,ZNF761,CBFA2T2,PKM,DHX57,GNAS,ANKZF1,PCM1,RBM47,UEVLD,LIMK1,TPP2,MYO18A,USP32,APPL2,ATE1,DHTKD1,RNASEL,TCOF1,CHEK2,SMG9,ZNF830,TAF6,ZNF598,ALS2,FAM83G,PARD3,FAF1,S100PBP,DDX42 bone-tibia-chondrosarcoma bone-tibia-chondrosarcoma 0.763113641499233 -0.270348318422228 72 9 0.00347893312717433 2587 17385 2778,51759,5925,84172,3020,91942,29796,57679,1029 GNAS,C9orf78,RB1,POLR1B,H3F3A,NDUFAF2,UQCR10,ALS2,CDKN2A bone-chondrosarcoma bone-chondrosarcoma 0.764121315478281 -0.269028712528359 109 14 0.0054116737533823 2587 17385 2778,5925,2130,4893,4763,5728,10922,10147,79677,3845,3020,5605,3265,1029 GNAS,RB1,EWSR1,NRAS,NF1,PTEN,FASTK,SUGP2,SMC6,KRAS,H3F3A,MAP2K2,HRAS,CDKN2A adrenal_gland-adrenal_gland-adrenal_cortical_neoplasm-cortisol_and_virilizing_syndrome-producing adrenal_gland-adrenal_gland-adrenal_cortical_neoplasm-cortisol_and_virilizing_syndrome-producing 0.765524388729825 -0.267194204522776 9 1 0.000386548125241593 2587 17385 23228 PLCL2 bone-rib-chondrosarcoma-central bone-rib-chondrosarcoma-central 0.765541901114102 -0.267171328460003 26 3 0.00115964437572478 2587 17385 5925,334,1029 RB1,APLP2,CDKN2A essential_thrombocythaemia essential_thrombocythaemia 0.779004741634872 -0.249738146307228 396 54 0.020873598763046 2587 17385 1788,283464,4763,23451,79677,5827,2145,4650,51020,10615,5925,334,7626,25888,10075,5728,3572,9678,4436,5781,54503,6434,9735,6774,55334,6159,4893,143471,7428,259266,58486,4605,3845,9790,5140,8050,84930,9203,79026,5108,3716,1955,5311,84336,26100,11200,9581,4649,91782,3265,11124,6749,8745,22850 DNMT3A,GXYLT1,NF1,SF3B1,SMC6,PXMP2,EZH1,MYO9B,HDDC2,SPAG5,RB1,APLP2,ZNF75D,ZNF473,HUWE1,PTEN,IL6ST,PHF14,MSH2,PTPN11,ZDHHC13,TRA2B,KNTC1,STAT3,SLC39A9,RPL29,NRAS,PSMA8,VHL,ASPM,ZBED5,MYBL2,KRAS,BMS1,PDE3B,PDHX,MASTL,ZMYM3,AHNAK,PCM1,JAK1,MEGF9,PKD2,TMEM101,WIPI2,CHEK2,PREPL,MYO9A,CHMP7,HRAS,FAF1,SSRP1,ADAM23,ADNP2 haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-essential_thrombocythaemia haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-essential_thrombocythaemia 0.779004741634872 -0.249738146307228 396 54 0.020873598763046 2587 17385 1788,283464,4763,23451,79677,5827,2145,4650,51020,10615,5925,334,7626,25888,10075,5728,3572,9678,4436,5781,54503,6434,9735,6774,55334,6159,4893,143471,7428,259266,58486,4605,3845,9790,5140,8050,84930,9203,79026,5108,3716,1955,5311,84336,26100,11200,9581,4649,91782,3265,11124,6749,8745,22850 DNMT3A,GXYLT1,NF1,SF3B1,SMC6,PXMP2,EZH1,MYO9B,HDDC2,SPAG5,RB1,APLP2,ZNF75D,ZNF473,HUWE1,PTEN,IL6ST,PHF14,MSH2,PTPN11,ZDHHC13,TRA2B,KNTC1,STAT3,SLC39A9,RPL29,NRAS,PSMA8,VHL,ASPM,ZBED5,MYBL2,KRAS,BMS1,PDE3B,PDHX,MASTL,ZMYM3,AHNAK,PCM1,JAK1,MEGF9,PKD2,TMEM101,WIPI2,CHEK2,PREPL,MYO9A,CHMP7,HRAS,FAF1,SSRP1,ADAM23,ADNP2 skin-lower_leg-malignant_melanoma skin-lower_leg-malignant_melanoma 0.783639866812302 -0.24380571772263 140 18 0.00695786625434867 2587 17385 80331,4893,196528,102,22936,4763,6867,5879,9107,3845,26503,8897,5728,5537,64782,3265,1029,57679 DNAJC5,NRAS,ARID2,ADAM10,ELL2,NF1,TACC1,RAC1,MTMR6,KRAS,SLC17A5,MTMR3,PTEN,PPP6C,AEN,HRAS,CDKN2A,ALS2 fibroadenoma fibroadenoma 0.787361329074728 -0.239068013851862 43 5 0.00193274062620796 2587 17385 5925,4853,7128,4649,5728 RB1,NOTCH2,TNFAIP3,MYO9A,PTEN breast-other-fibroadenoma breast-other-fibroadenoma 0.787361329074728 -0.239068013851862 43 5 0.00193274062620796 2587 17385 5925,4853,7128,4649,5728 RB1,NOTCH2,TNFAIP3,MYO9A,PTEN ductolobular_carcinoma ductolobular_carcinoma 0.788018858366764 -0.238233257473105 1650 235 0.0908388094317743 2587 17385 54520,375790,7249,4763,1831,120526,23456,116840,2030,7329,80230,51076,91752,22852,27,23225,55876,1808,3572,54680,8907,3032,10342,1983,55749,10057,157680,9736,23020,4893,23762,57326,7428,79813,987,51005,55193,672,58508,865,6009,4122,4087,51388,25824,10084,4253,9031,6794,7627,55768,6231,27250,8880,59269,22928,10723,4659,63967,26088,1063,5562,9744,7155,4853,23039,79577,57492,55225,5925,8894,51564,155061,4436,8914,4299,9690,22870,55728,5464,221061,8542,7916,29035,9821,23152,8861,6128,55700,3845,26003,5339,8289,8087,55818,5605,26060,23154,132884,2778,10916,22872,7248,27153,114885,5108,996,51614,84166,60412,84669,55625,6949,91603,57679,1029,22850,56647,21,1540,1788,196528,56949,23451,5879,26092,22974,29789,6597,4627,10308,1105,8027,3895,23243,23059,533,55342,10849,9928,9112,10270,115,9306,26015,7267,55973,9716,1386,56180,83891,51703,29886,1182,57130,4289,51340,2585,84811,79801,6203,64599,6426,6873,54431,7716,3716,286053,115426,6772,80818,148022,2521,22984,348654,19,4089,8899,27333,9320,10045,6431,6929,79677,4650,64151,54497,152789,79072,2261,120,4695,79723,5728,10075,11108,9138,91408,5781,58505,246175,4696,2956,10051,6709,3945,79183,271,53942,55734,55197,7128,255758,79836,55254,55269,10276,50640,4221,8539,23499,3304,8897,27340,782,10016,9817,2734,8636,23179,34,57178,29062,3265,29945 CCDC93,AGRN,TSC2,NF1,TSC22D3,DNAJC24,ABCB10,CNTROB,SLC29A1,UBE2I,RUFY1,CUTC,ZNF804A,ANKRD26,ABL2,NUP210,GSDMB,DPYSL2,IL6ST,ZNHIT6,AP1M1,HADHB,TFG,EIF5,CCAR1,ABCC5,VPS13B,USP34,SNRNP200,NRAS,OSBP2,PBXIP1,VHL,EHMT1,LRBA,AMDHD2,PBRM1,BRCA1,KMT2C,CBFB,RHEB,MAN2A2,SMAD2,NIP7,PRDX5,PQBP1,MIA2,BAZ1B,STK11,ZNF75A,NGLY1,RPS26,PDCD4,FUBP1,HIVEP3,SEPHS2,SLC12A7,PPP1R12A,CLSPN,GGA1,CENPF,PRKAA1,ACAP1,TOP2B,NOTCH2,XPO7,CDC73,ARID1B,RAVER2,RB1,EIF2S2,HDAC7,ZNF746,MSH2,TIMELESS,AFF1,UBE3C,PPP6R1,N4BP2,PPA1,FAM171A1,APOL1,PRRC2A,C16orf72,RB1CC1,CIC,LDB1,RPL6,MAP7D1,KRAS,GORASP2,PLEC,ARID1A,FXR1,KDM3A,MAP2K2,APPL1,NCDN,EVC2,GNAS,MAGED2,SEC31A,TSC1,ZNF777,OSBPL11,PCM1,CDC27,ERGIC3,NLRC5,EXOC4,USP32,ZDHHC7,TCOF1,ZNF830,ALS2,CDKN2A,ADNP2,BCCIP,ABCA3,CYLD,DNMT3A,ARID2,XAB2,SF3B1,RAC1,TOR1AIP1,TPX2,OLA1,SMARCA4,MYH9,ZNF267,CHD1,STAM,KTN1,ANKRD28,CLUAP1,ATP6V0B,STRBP,CD3EAP,KIF14,MTA1,AKAP8,ADCY9,SOCS6,RPAP1,TTC3,BCAP29,AQR,ATF2,MOSPD1,SNX25,ACSL5,SNX8,CLCN3,ATP13A1,MKLN1,CRNKL1,GALK2,BUD13,SHCBP1,RPS9,GIGYF1,SRSF1,TAF2,DNAJC10,VEZF1,JAK1,NSMCE2,UHRF2,STAT1,ZNF436,TICAM1,FUS,PDCD11,GEN1,ABCA1,SMAD4,PRPF4B,GOLIM4,TRIP12,SH2D3A,SRSF6,TCF3,SMC6,MYO9B,NCAPG,HEATR5B,JAKMIP1,FASTKD3,FGFR3,ADD3,NDUFA2,SUV39H2,PTEN,HUWE1,PRDM4,ARHGEF1,BTF3L4,PTPN11,OSTC,CNOT6L,NDUFA3,MSH6,SMC4,SPTAN1,LDHB,TTPAL,AMPD2,CNTN5,ZFP64,RPRD1A,TNFAIP3,TCTEX1D2,LONRF3,TMEM39A,PSPC1,NET1,PNPLA8,MEN1,API5,MACF1,HSPA1B,MTMR3,UTP20,CACNB1,PDCD6,KEAP1,GLG1,SSNA1,RGL1,ACADM,ZMIZ1,WDR91,HRAS,ANAPC4 breast-carcinoma-ductolobular_carcinoma breast-carcinoma-ductolobular_carcinoma 0.788018858366764 -0.238233257473105 1650 235 0.0908388094317743 2587 17385 54520,375790,7249,4763,1831,120526,23456,116840,2030,7329,80230,51076,91752,22852,27,23225,55876,1808,3572,54680,8907,3032,10342,1983,55749,10057,157680,9736,23020,4893,23762,57326,7428,79813,987,51005,55193,672,58508,865,6009,4122,4087,51388,25824,10084,4253,9031,6794,7627,55768,6231,27250,8880,59269,22928,10723,4659,63967,26088,1063,5562,9744,7155,4853,23039,79577,57492,55225,5925,8894,51564,155061,4436,8914,4299,9690,22870,55728,5464,221061,8542,7916,29035,9821,23152,8861,6128,55700,3845,26003,5339,8289,8087,55818,5605,26060,23154,132884,2778,10916,22872,7248,27153,114885,5108,996,51614,84166,60412,84669,55625,6949,91603,57679,1029,22850,56647,21,1540,1788,196528,56949,23451,5879,26092,22974,29789,6597,4627,10308,1105,8027,3895,23243,23059,533,55342,10849,9928,9112,10270,115,9306,26015,7267,55973,9716,1386,56180,83891,51703,29886,1182,57130,4289,51340,2585,84811,79801,6203,64599,6426,6873,54431,7716,3716,286053,115426,6772,80818,148022,2521,22984,348654,19,4089,8899,27333,9320,10045,6431,6929,79677,4650,64151,54497,152789,79072,2261,120,4695,79723,5728,10075,11108,9138,91408,5781,58505,246175,4696,2956,10051,6709,3945,79183,271,53942,55734,55197,7128,255758,79836,55254,55269,10276,50640,4221,8539,23499,3304,8897,27340,782,10016,9817,2734,8636,23179,34,57178,29062,3265,29945 CCDC93,AGRN,TSC2,NF1,TSC22D3,DNAJC24,ABCB10,CNTROB,SLC29A1,UBE2I,RUFY1,CUTC,ZNF804A,ANKRD26,ABL2,NUP210,GSDMB,DPYSL2,IL6ST,ZNHIT6,AP1M1,HADHB,TFG,EIF5,CCAR1,ABCC5,VPS13B,USP34,SNRNP200,NRAS,OSBP2,PBXIP1,VHL,EHMT1,LRBA,AMDHD2,PBRM1,BRCA1,KMT2C,CBFB,RHEB,MAN2A2,SMAD2,NIP7,PRDX5,PQBP1,MIA2,BAZ1B,STK11,ZNF75A,NGLY1,RPS26,PDCD4,FUBP1,HIVEP3,SEPHS2,SLC12A7,PPP1R12A,CLSPN,GGA1,CENPF,PRKAA1,ACAP1,TOP2B,NOTCH2,XPO7,CDC73,ARID1B,RAVER2,RB1,EIF2S2,HDAC7,ZNF746,MSH2,TIMELESS,AFF1,UBE3C,PPP6R1,N4BP2,PPA1,FAM171A1,APOL1,PRRC2A,C16orf72,RB1CC1,CIC,LDB1,RPL6,MAP7D1,KRAS,GORASP2,PLEC,ARID1A,FXR1,KDM3A,MAP2K2,APPL1,NCDN,EVC2,GNAS,MAGED2,SEC31A,TSC1,ZNF777,OSBPL11,PCM1,CDC27,ERGIC3,NLRC5,EXOC4,USP32,ZDHHC7,TCOF1,ZNF830,ALS2,CDKN2A,ADNP2,BCCIP,ABCA3,CYLD,DNMT3A,ARID2,XAB2,SF3B1,RAC1,TOR1AIP1,TPX2,OLA1,SMARCA4,MYH9,ZNF267,CHD1,STAM,KTN1,ANKRD28,CLUAP1,ATP6V0B,STRBP,CD3EAP,KIF14,MTA1,AKAP8,ADCY9,SOCS6,RPAP1,TTC3,BCAP29,AQR,ATF2,MOSPD1,SNX25,ACSL5,SNX8,CLCN3,ATP13A1,MKLN1,CRNKL1,GALK2,BUD13,SHCBP1,RPS9,GIGYF1,SRSF1,TAF2,DNAJC10,VEZF1,JAK1,NSMCE2,UHRF2,STAT1,ZNF436,TICAM1,FUS,PDCD11,GEN1,ABCA1,SMAD4,PRPF4B,GOLIM4,TRIP12,SH2D3A,SRSF6,TCF3,SMC6,MYO9B,NCAPG,HEATR5B,JAKMIP1,FASTKD3,FGFR3,ADD3,NDUFA2,SUV39H2,PTEN,HUWE1,PRDM4,ARHGEF1,BTF3L4,PTPN11,OSTC,CNOT6L,NDUFA3,MSH6,SMC4,SPTAN1,LDHB,TTPAL,AMPD2,CNTN5,ZFP64,RPRD1A,TNFAIP3,TCTEX1D2,LONRF3,TMEM39A,PSPC1,NET1,PNPLA8,MEN1,API5,MACF1,HSPA1B,MTMR3,UTP20,CACNB1,PDCD6,KEAP1,GLG1,SSNA1,RGL1,ACADM,ZMIZ1,WDR91,HRAS,ANAPC4 central_nervous_system-cerebellum-glioma-ependymoma central_nervous_system-cerebellum-glioma-ependymoma 0.797771894508895 -0.225932568874302 19 2 0.000773096250483185 2587 17385 3106,51530 HLA-B,ZC3HC1 pancreatic_intraepithelial_neoplasia_(PanIN) pancreatic_intraepithelial_neoplasia_(PanIN) 0.80016867990697 -0.222932723656209 687 95 0.0367220718979513 2587 17385 11336,7874,84079,26151,51014,9804,23511,21,84324,221150,261734,1540,5589,89845,4191,9919,6389,55147,23107,26015,7267,7159,116447,1786,80895,5926,51132,157680,9736,1263,51780,22836,987,9448,51340,4288,150468,58508,292,11232,57403,8427,9031,8648,57673,11200,22954,22984,55768,85451,27333,8480,1063,11311,10664,8315,2683,641,1176,3105,4849,2799,4775,51088,284695,1265,26986,55728,4670,10113,57185,259266,84450,9219,9044,9452,3845,83939,154,4542,132884,93323,2778,27340,3106,9146,58517,8030,27316,4065,57178,284403,84875,3476,705 EXOC3,USP7,ANKRD27,NAT9,TMED7,TOMM20,NUP188,ABCA3,SARNP,SKA3,NPHP4,CYLD,PRKCSH,ABCC10,MDH2,SEC16A,SDHA,RBM23,MRPS27,RPAP1,TTC3,TP53BP2,TOP1MT,DNMT1,ILKAP,ARID4A,RLIM,VPS13B,USP34,PLK3,KDM3B,RHOBTB3,LRBA,MAP4K4,CRNKL1,MKI67,CKAP2L,KMT2C,SLC25A5,POLG2,RAB22A,ZNF282,BAZ1B,NCOA1,BEND3,CHEK2,TRIM32,PDCD11,NGLY1,UNK,GOLIM4,RAE1,CENPF,VPS45,CTCF,BRAP,B4GALT1,BLM,AP3S1,HLA-A,CNOT3,GNS,NFATC3,KLHL5,ZNF326,CNN2,PABPC1,N4BP2,HNRNPM,PREB,NIPAL3,ASPM,ZNF512,MTA2,BTAF1,ITM2A,KRAS,EIF2A,ADRB2,MYO1F,EVC2,HAUS8,GNAS,UTP20,HLA-B,HGS,RBM25,CCDC6,RBMX,LY75,ZMIZ1,WDR62,PARP10,IGBP1,BYSL pancreas-pancreatic_intraepithelial_neoplasia_(PanIN) pancreas-pancreatic_intraepithelial_neoplasia_(PanIN) 0.80016867990697 -0.222932723656209 687 95 0.0367220718979513 2587 17385 11336,7874,84079,26151,51014,9804,23511,21,84324,221150,261734,1540,5589,89845,4191,9919,6389,55147,23107,26015,7267,7159,116447,1786,80895,5926,51132,157680,9736,1263,51780,22836,987,9448,51340,4288,150468,58508,292,11232,57403,8427,9031,8648,57673,11200,22954,22984,55768,85451,27333,8480,1063,11311,10664,8315,2683,641,1176,3105,4849,2799,4775,51088,284695,1265,26986,55728,4670,10113,57185,259266,84450,9219,9044,9452,3845,83939,154,4542,132884,93323,2778,27340,3106,9146,58517,8030,27316,4065,57178,284403,84875,3476,705 EXOC3,USP7,ANKRD27,NAT9,TMED7,TOMM20,NUP188,ABCA3,SARNP,SKA3,NPHP4,CYLD,PRKCSH,ABCC10,MDH2,SEC16A,SDHA,RBM23,MRPS27,RPAP1,TTC3,TP53BP2,TOP1MT,DNMT1,ILKAP,ARID4A,RLIM,VPS13B,USP34,PLK3,KDM3B,RHOBTB3,LRBA,MAP4K4,CRNKL1,MKI67,CKAP2L,KMT2C,SLC25A5,POLG2,RAB22A,ZNF282,BAZ1B,NCOA1,BEND3,CHEK2,TRIM32,PDCD11,NGLY1,UNK,GOLIM4,RAE1,CENPF,VPS45,CTCF,BRAP,B4GALT1,BLM,AP3S1,HLA-A,CNOT3,GNS,NFATC3,KLHL5,ZNF326,CNN2,PABPC1,N4BP2,HNRNPM,PREB,NIPAL3,ASPM,ZNF512,MTA2,BTAF1,ITM2A,KRAS,EIF2A,ADRB2,MYO1F,EVC2,HAUS8,GNAS,UTP20,HLA-B,HGS,RBM25,CCDC6,RBMX,LY75,ZMIZ1,WDR62,PARP10,IGBP1,BYSL carcinosarcoma carcinosarcoma 0.80043394250727 -0.222601270241085 10 1 0.000386548125241593 2587 17385 3845 KRAS NK_cell_leukaemia NK_cell_leukaemia 0.80043394250727 -0.222601270241085 10 1 0.000386548125241593 2587 17385 6774 STAT3 eye-conjunctiva-malignant_melanoma eye-conjunctiva-malignant_melanoma 0.80043394250727 -0.222601270241085 10 1 0.000386548125241593 2587 17385 4893 NRAS haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-NK_cell_leukaemia haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-NK_cell_leukaemia 0.80043394250727 -0.222601270241085 10 1 0.000386548125241593 2587 17385 6774 STAT3 haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-MALT_lymphoma haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-MALT_lymphoma 0.80043394250727 -0.222601270241085 10 1 0.000386548125241593 2587 17385 1029 CDKN2A large_intestine-colon-carcinoma large_intestine-colon-carcinoma 0.809475562096239 -0.211368695206813 2677 384 0.148434480092772 2587 17385 51696,79717,440026,89845,30827,5361,26051,8853,10073,25926,55876,84081,84922,79572,8907,9972,55379,1786,168850,81929,8514,9736,27315,147807,79894,22836,4893,54888,4288,3185,11218,54531,10592,26503,11083,899,79666,91107,79026,7174,8312,55526,527,1870,84275,10808,51759,22919,65005,9703,26088,79142,84939,22839,1660,9744,23423,4125,84313,4000,55225,7023,6184,9126,92745,223082,112574,3632,9343,23545,200576,9961,94120,55794,9648,9219,222658,26003,5339,830,9139,8087,23154,8165,55361,5792,2058,23640,79080,2801,5859,116985,254531,23523,2821,6949,11236,9595,162979,1788,55809,10625,23451,23512,288,22879,22974,4627,54662,162,9673,253558,9667,351,51247,1912,390916,23683,7626,25771,7586,9110,1854,9112,115,1185,7267,9716,254225,113,8904,23476,4289,5209,8697,85461,55751,55139,8881,29927,112936,6294,6400,148022,1762,5536,2139,1783,10721,8745,5454,55593,353274,4719,4204,4126,79872,8315,55102,51447,11091,54497,11060,152789,2962,84991,84878,3696,10075,1384,9138,91408,10116,26046,64708,8128,6443,9040,56912,2956,6709,10194,55734,2648,55667,3609,10899,158,55690,60558,23499,8301,64744,4542,6117,27340,4924,7733,128061,9654,4065,64782,23179,284403,29062,132864,9700,5813,50619,79711,705,7325,375790,4763,60313,81559,116496,56922,11156,10969,84196,6621,79943,1390,91752,9231,667,23225,1808,54680,3572,11021,2120,9524,10460,55749,157680,23020,1952,51056,58508,27005,89122,1107,11273,11200,140831,56994,348180,8216,64689,51506,203054,9967,5532,57492,84236,23165,9684,4775,126432,8932,63925,191,27245,9690,54764,4363,83696,65985,23152,8861,10147,23168,8491,3845,1982,1613,9636,166379,9397,2778,2803,2590,64418,79728,84166,5476,146198,4649,51126,10443,166815,4152,79585,84231,196528,2305,56949,6513,26092,6597,1120,23155,526,284273,7409,79595,3181,4899,55342,3376,27154,10849,9928,1431,64981,55973,11151,116447,10768,60343,51780,5450,55114,330,84108,6310,9631,4967,9129,8667,7818,57693,5933,7289,202243,4048,19,4089,55844,1175,56288,27333,9320,2138,23062,1176,64151,3799,27252,9632,84912,9181,215,143458,4644,29890,7040,53,51409,51571,55254,9044,92797,259266,55269,57708,7156,117584,23365,124997,84759,3275,6897,83541,84456,114882,7030,23264,10868,114785,80152,528 HECA,PPCS,TMEM41B,ABCC10,CXXC1,PLXNA1,PPP1R16B,ASAP2,SNUPN,NOL11,GSDMB,NSRP1,FIZ1,ATP13A3,AP1M1,NUP153,LRRC59,DNMT1,ZNF800,SEH1L,KCNAB2,USP34,PGAP2,ZNF524,ZNF672,RHOBTB3,NRAS,NSUN2,MKI67,HNRNPF,DDX20,MIER2,SMC2,SLC17A5,DIDO1,CCNF,PLEKHF2,TRIM47,AHNAK,TPP2,AXIN1,DHTKD1,ATP6V0C,E2F2,SLC25A33,HSPH1,C9orf78,MAPRE1,MRPL9,KIAA0100,GGA1,PHF23,MUM1,DLGAP4,DHX9,ACAP1,TMED3,MAN2B1,VPS25,LMNA,RAVER2,TFAP4,RPN1,SMC3,SLC38A5,ZNRF2,SNX18,INPP5A,EFTUD2,ATP6V0A2,PIKFYVE,MVP,SYTL3,DDX28,GCC2,MTA2,KCTD20,GORASP2,PLEC,CAPZA2,CBFA2T2,FXR1,NCDN,AKAP1,PI4K2A,PTPRF,EPRS,HSPBP1,CCDC86,GOLGA2,QARS,ARAP1,LPCAT4,CABIN1,GPI,TCOF1,RNF139,CYTIP,ZNF296,DNMT3A,TRERF1,IVNS1ABP,SF3B1,SUZ12,ANK3,MON1B,TPX2,MYH9,TBC1D13,AP1B1,SLC25A44,LCLAT1,SAFB2,APP,PAIP2,PHC2,NUDT19,PRKD3,ZNF75D,TBC1D22A,ZKSCAN1,MTMR4,DUT,MTA1,ADCY9,CLCN6,TTC3,AQR,RNF169,ADCY7,CPNE1,BRD4,MKLN1,PFKFB3,CDC23,TANC1,TMEM184C,ANKZF1,CDC16,SEC61A1,VPS26B,SAFB,SEL1L,TICAM1,DMWD,PPP5C,EYA2,DYNC1LI2,POLQ,ADAM23,POU3F2,OTUD5,ZNF445,NDUFS1,MECP2,MANBA,CBLL1,BRAP,ATG2B,IP6K2,WDR5,HEATR5B,WWP2,JAKMIP1,GTF2F1,RBM17,ZBTB45,ITGB8,HUWE1,CRAT,ARHGEF1,BTF3L4,FEM1B,LTN1,COPS7B,ST8SIA2,SGCB,UBE2M,IFT46,MSH6,SPTAN1,TSHZ1,ZFP64,KAT2A,DENND4C,ILF3,JTB,ADSL,PACS1,GUF1,MACF1,PICALM,SMAP2,MYO1F,RPA1,UTP20,NUCB1,ZNF180,C1orf131,TTLL4,LY75,AEN,RGL1,WDR62,WDR91,CPEB2,ESPL1,PURA,DEF6,IPO4,BYSL,UBE2E2,AGRN,NF1,GPBP1L1,TRIM11,FAM129A,MCCC1,PTP4A3,EBNA1BP2,USP48,SNAPC4,ZNF696,CREM,ZNF804A,DLG5,DST,NUP210,DPYSL2,ZNHIT6,IL6ST,RAB35,ETV6,TECR,TACC3,CCAR1,VPS13B,SNRNP200,CELSR2,LAP3,KMT2C,USP21,TRIM4,CHD3,ATXN2L,CHEK2,ZSWIM3,CHPT1,CTU2,LZTR1,GORASP1,UFC1,ADCK5,THRAP3,PPP3CB,ARID1B,RHBDD1,NUP205,LRRC14,NFATC3,RINL,MBD2,ZNF335,AHCY,AHDC1,UBE3C,ZRANB1,ABCC1,TRAPPC9,AACS,CIC,LDB1,SUGP2,RTF1,MAP4K3,KRAS,EIF4G2,DAPK3,ISG15,BBS12,NMT2,GNAS,GOLGA4,GALNT2,TMEM168,PALB2,NLRC5,CTSA,ZFP90,MYO9A,NAA20,N4BP2L2,TIGD2,MBD1,CORO7,TRAF7,ARID2,FOXM1,XAB2,SLC2A1,TOR1AIP1,SMARCA4,CHKB,CLCC1,ATP6V1B2,ZADH2,VAV1,SAP130,HNRNPA2B1,NRF1,STRBP,IARS,BRPF3,CD3EAP,KIF14,CS,MRPL34,BCAP29,CORO1A,TOP1MT,AHCYL1,FAM3A,KDM3B,POU2AF1,ARHGAP17,BIRC3,PCGF6,ATXN1,NUP155,OGDH,PRPF3,EIF3H,DAP3,ZNF317,RBL1,TULP3,CCDC125,LTA4H,ABCA1,SMAD4,PPP2R2D,AP2S1,PARD3,GOLIM4,TRIP12,EYA1,GGA2,AP3S1,NCAPG,KIF5B,KLHL20,SEC24C,SLC35B4,ARHGEF2,ABCD1,LDLRAD3,MYO5A,RBM15B,TGFB1,ACP2,HEMK1,FAM49B,TMEM39A,BTAF1,HELB,ASPM,PSPC1,MIER1,TOP3A,RFFL,ARHGEF12,WDR81,PCGF1,PRMT2,TARS,FAM110A,L3MBTL3,OSBPL8,TFE3,ZC3H7B,USP20,MBD6,CENPT,ATP6V1C1 peritoneum peritoneum 0.813145954923961 -0.206844659195518 599 82 0.0316969462698106 2587 17385 79585,375790,25829,9816,10096,6597,5566,9815,667,23683,22992,55900,7586,9910,6429,64981,139596,30000,1408,51257,1212,79892,157680,4893,11176,7428,672,8697,8667,57602,11198,8427,4087,1107,115509,7174,10785,399687,6794,10531,4089,127002,2130,28986,10020,23708,55082,8621,4853,2261,5925,64759,5728,10075,1954,23303,11108,5781,10999,23194,9794,8128,23515,64236,223,23270,57418,3845,8289,10277,55071,754,23499,8175,2778,2803,58517,27316,4957,3265,7013,1029 CORO7,AGRN,TMEM184B,URB2,ACTR3,SMARCA4,PRKACA,GIT2,DST,PRKD3,KDM2A,ZNF302,ZKSCAN1,RABGAP1L,SRSF4,MRPL34,UPRT,TNPO2,CRY2,MARCH2,CLTB,MCMBP,VPS13B,NRAS,BAZ2A,VHL,BRCA1,CDC23,EIF3H,USP36,SUPT16H,ZNF282,SMAD2,CHD3,ZNF689,TPP2,WDR4,MYO18A,STK11,PITRM1,SMAD4,ATXN7L2,EWSR1,MAGEH1,GNE,GSPT2,ARGLU1,CDK13,NOTCH2,FGFR3,RB1,TNS3,PTEN,HUWE1,MEGF8,KIF13B,PRDM4,PTPN11,SLC27A4,FBXL7,MAML1,ST8SIA2,MORC3,PDLIM2,ALDH9A1,TSPYL4,WDR18,KRAS,ARID1A,UBE4B,C9orf40,PTTG1IP,MACF1,SF3A2,GNAS,GOLGA4,RBM25,RBMX,ODF2,HRAS,TERF1,CDKN2A haematopoietic_and_lymphoid_tissue-small_intestine-lymphoid_neoplasm-enteropathy_type_T_cell_lymphoma haematopoietic_and_lymphoid_tissue-small_intestine-lymphoid_neoplasm-enteropathy_type_T_cell_lymphoma 0.819924258145168 -0.198543311105684 45 5 0.00193274062620796 2587 17385 84133,79980,23499,80221,57553 ZNRF3,DSN1,MACF1,ACSF2,MICAL3 enteropathy_type_T_cell_lymphoma enteropathy_type_T_cell_lymphoma 0.819924258145168 -0.198543311105684 45 5 0.00193274062620796 2587 17385 84133,79980,23499,80221,57553 ZNRF3,DSN1,MACF1,ACSF2,MICAL3 pituitary-craniopharyngeal_duct-craniopharyngioma-papillary pituitary-craniopharyngeal_duct-craniopharyngioma-papillary 0.820467555819161 -0.197880911197037 53 6 0.00231928875144956 2587 17385 51427,5479,55316,9343,83605,23515 ZNF107,PPIB,RSAD1,EFTUD2,CCM2,MORC3 central central 0.820540277349618 -0.197792280869948 84 10 0.00386548125241593 2587 17385 5925,334,25932,60412,26046,23365,79896,4221,1029,9213 RB1,APLP2,CLIC4,EXOC4,LTN1,ARHGEF12,THNSL1,MEN1,CDKN2A,XPR1 skin-leg-malignant_melanoma-nodular skin-leg-malignant_melanoma-nodular 0.824696113459964 -0.19274030782525 261 34 0.0131426362582141 2587 17385 3133,26092,79073,135293,9294,3925,55159,23225,9110,5728,55835,54680,54776,7267,64794,55728,10051,578,4893,57130,3845,55741,84811,7416,2011,7520,81930,9654,81572,10607,54480,3265,1029,1642 HLA-E,TOR1AIP1,TMEM109,PM20D2,S1PR2,STMN1,RFWD3,NUP210,MTMR4,PTEN,CENPJ,ZNHIT6,PPP1R12C,TTC3,DDX31,N4BP2,SMC4,BAK1,NRAS,ATP13A1,KRAS,EDEM2,BUD13,VDAC1,MARK2,XRCC5,KIF18A,TTLL4,PDRG1,TBL3,CHPF2,HRAS,CDKN2A,DDB1 central_nervous_system-temporal_lobe-glioma-ependymoma central_nervous_system-temporal_lobe-glioma-ependymoma 0.82745506981242 -0.189400469504207 29 3 0.00115964437572478 2587 17385 200576,6901,5728 PIKFYVE,TAZ,PTEN central_nervous_system-medulla-glioma-astrocytoma_Grade_III central_nervous_system-medulla-glioma-astrocytoma_Grade_III 0.82745506981242 -0.189400469504207 29 3 0.00115964437572478 2587 17385 4209,830,3020 MEF2D,CAPZA2,H3F3A pleura-mesothelioma-biphasic pleura-mesothelioma-biphasic 0.828155925530798 -0.188553826467632 77 9 0.00347893312717433 2587 17385 10412,84061,2801,23451,10785,7156,3845,9790,1029 NSA2,MAGT1,GOLGA2,SF3B1,WDR4,TOP3A,KRAS,BMS1,CDKN2A sarcomatoid_carcinoma sarcomatoid_carcinoma 0.830147749149693 -0.186151583009849 11 1 0.000386548125241593 2587 17385 3845 KRAS central_nervous_system-fourth_ventricle-glioma-ependymoma central_nervous_system-fourth_ventricle-glioma-ependymoma 0.830147749149693 -0.186151583009849 11 1 0.000386548125241593 2587 17385 9276 COPB2 pelvis pelvis 0.830576948691854 -0.185634700768892 1008 140 0.054116737533823 2587 17385 51696,23511,261734,7249,57661,51427,80230,255520,200424,25926,2120,8907,11319,4603,55749,10522,23020,165055,79813,4288,4041,54531,57050,11083,9262,10036,55699,6483,4086,54480,56994,5214,55119,23556,2130,51307,63922,1063,7204,6240,6138,7155,10237,63929,23042,57492,5925,431707,203523,3632,1612,8914,200576,9961,51631,1936,6746,8491,79896,2778,5792,2058,4673,996,79728,60412,7528,54820,57231,1029,90933,9637,122509,23451,221092,288,7371,9802,284273,5886,6672,3376,57117,51706,80254,11151,389677,26225,5538,8872,6404,9448,26502,7884,57691,51203,85461,5515,80818,283377,80709,3020,8237,54532,338692,80829,375,23062,55159,10075,55835,6238,53942,6643,163486,259266,7753,92797,10276,55667,55269,9044,57708,23365,84303,5595,11335,27340,11196,9146,5426,29028,27309,7027,3420,3265,10114,29945,11124,57488 HECA,NUP188,NPHP4,TSC2,PHRF1,ZNF107,RUFY1,ELMOD2,TET3,NOL11,ETV6,AP1M1,ECD,MYBL1,CCAR1,DEAF1,SNRNP200,CCDC138,EHMT1,MKI67,LRP5,MIER2,UTP3,DIDO1,STK17B,CHAF1A,IARS2,ST3GAL2,SMAD1,CHPF2,CHPT1,PFKP,PRPF38B,PIGN,EWSR1,FAM53C,CHTF18,CENPF,TRIO,RRM1,RPL15,TOP2B,SLC35B1,XPNPEP3,PDXDC1,ARID1B,RB1,LHX8,ZNF449,INPP5A,DAPK1,TIMELESS,PIKFYVE,MVP,LUC7L2,EEF1D,SSR2,MAP4K3,THNSL1,GNAS,PTPRF,EPRS,NAP1L1,CDC27,PALB2,EXOC4,YY1,NDE1,SNX14,CDKN2A,TRIM41,FEZ2,IFI27L1,SF3B1,HNRNPUL2,ANK3,UCK2,DAZAP2,ZADH2,RAD23A,SP100,IARS,INTS12,CYB5R1,CEP63,CORO1A,RBM12B,ARL5A,PPT1,CDC123,SELPLG,MAP4K4,NARF,SLBP,KIAA1586,NUSAP1,TANC1,PPP2CA,ZNF436,SPRYD4,AKNA,H3F3A,USP11,USP53,ANKRD13D,ZFP91,ARF1,GGA2,RFWD3,HUWE1,CENPJ,RRBP1,CNTN5,SNX2,DENND1B,ASPM,ZNF202,HELB,NET1,DENND4C,PSPC1,BTAF1,MIER1,ARHGEF12,CHCHD6,MAPK3,CBX3,UTP20,SEC23IP,HGS,POLE,ATAD2,ZNF330,TFDP1,IDH3B,HRAS,HIPK3,ANAPC4,FAF1,ESYT2 appendix appendix 0.839481336539214 -0.174971034350484 598 81 0.031310398144569 2587 17385 79585,375790,25829,9816,10096,6597,5566,9815,667,23683,22992,55900,7586,9910,6429,64981,139596,30000,1408,51257,1212,79892,157680,4893,11176,7428,672,8697,8667,57602,11198,8427,4087,1107,115509,7174,10785,399687,6794,10531,4089,127002,28986,10020,23708,55082,8621,4853,2261,5925,64759,5728,10075,1954,23303,11108,5781,10999,23194,9794,8128,23515,64236,223,23270,57418,3845,8289,10277,55071,754,23499,8175,2778,2803,58517,27316,4957,3265,7013,1029 CORO7,AGRN,TMEM184B,URB2,ACTR3,SMARCA4,PRKACA,GIT2,DST,PRKD3,KDM2A,ZNF302,ZKSCAN1,RABGAP1L,SRSF4,MRPL34,UPRT,TNPO2,CRY2,MARCH2,CLTB,MCMBP,VPS13B,NRAS,BAZ2A,VHL,BRCA1,CDC23,EIF3H,USP36,SUPT16H,ZNF282,SMAD2,CHD3,ZNF689,TPP2,WDR4,MYO18A,STK11,PITRM1,SMAD4,ATXN7L2,MAGEH1,GNE,GSPT2,ARGLU1,CDK13,NOTCH2,FGFR3,RB1,TNS3,PTEN,HUWE1,MEGF8,KIF13B,PRDM4,PTPN11,SLC27A4,FBXL7,MAML1,ST8SIA2,MORC3,PDLIM2,ALDH9A1,TSPYL4,WDR18,KRAS,ARID1A,UBE4B,C9orf40,PTTG1IP,MACF1,SF3A2,GNAS,GOLGA4,RBM25,RBMX,ODF2,HRAS,TERF1,CDKN2A skin-abdomen-malignant_melanoma skin-abdomen-malignant_melanoma 0.845242850256304 -0.168131296162476 408 54 0.020873598763046 2587 17385 6096,84079,90933,196528,288,83540,79048,162,641,6018,23042,2132,153396,55249,79595,2261,55147,9731,5728,5300,1785,191,7267,124565,1639,9736,10105,4893,26469,55667,55253,987,84545,9107,3845,4041,8289,10277,11083,26503,84296,8897,5515,7248,79026,153478,55699,34,8648,5594,19,3265,8535,8704 RORB,ANKRD27,TRIM41,ARID2,ANK3,NUF2,SECISBP2,AP1B1,BLM,RLF,PDXDC1,EXT2,TMEM161B,YY1AP1,SAP130,FGFR3,RBM23,CEP104,PTEN,PIN1,DNM2,AHCY,TTC3,SLC38A10,DCTN1,USP34,PPIF,NRAS,PTPN18,DENND4C,TYW1,LRBA,MRPL43,MTMR6,KRAS,LRP5,ARID1A,UBE4B,DIDO1,SLC17A5,GINS4,MTMR3,PPP2CA,TSC1,AHNAK,PLEKHG4B,IARS2,ACADM,NCOA1,MAPK1,ABCA1,HRAS,CBX4,B4GALT2 astrocytoma_Grade_II astrocytoma_Grade_II 0.847028954331866 -0.166020400343091 621 84 0.0324700425202938 2587 17385 7249,283464,10523,4763,5395,4627,81614,5361,9802,2132,80308,115,7268,988,157680,284001,81603,23020,4893,7428,4288,8575,889,10195,27335,146909,3716,79726,9031,10795,3020,1783,55916,127002,8880,10723,59269,27000,2130,83461,11311,427,3693,51439,10615,84991,2261,5925,9126,5728,83855,1954,63925,8460,5781,29117,124565,2733,1265,79888,9040,64236,134111,10194,9821,23152,3845,10452,23154,2778,7733,6573,5108,27316,84166,5371,92675,80152,84875,132864,3265,1029,57488,23505 TSC2,GXYLT1,CHERP,NF1,PMS2,MYH9,NIPA2,PLXNA1,DAZAP2,EXT2,FLAD1,ADCY9,TTC4,CDC5L,VPS13B,CCDC57,TRIM8,SNRNP200,NRAS,VHL,MKI67,PRKRA,KRIT1,ALG3,EIF3K,KIF18B,JAK1,WDR59,BAZ1B,ZNF268,H3F3A,DYNC1LI2,NXT2,ATXN7L2,FUBP1,SLC12A7,HIVEP3,DNAJC2,EWSR1,CDCA3,VPS45,ASAH1,ITGB5,FAM8A1,SPAG5,RBM17,FGFR3,RB1,SMC3,PTEN,KLF16,MEGF8,ZNF335,TPST1,PTPN11,BRD7,SLC38A10,GLE1,CNN2,LPCAT1,UBE2M,PDLIM2,UBE2QL1,TSHZ1,RB1CC1,CIC,KRAS,TOMM40,NCDN,GNAS,ZNF180,SLC19A1,PCM1,RBMX,NLRC5,PML,DTD1,CENPT,PARP10,CPEB2,HRAS,CDKN2A,ESYT2,TMEM131 marginal_zone_lymphoma marginal_zone_lymphoma 0.848260832593326 -0.164567104879652 337 44 0.0170081175106301 2587 17385 112858,1788,1540,23451,55143,51427,8454,4853,139818,526,57492,1031,23616,5728,4904,23228,6774,8545,4363,5796,51703,10194,55794,4893,330,7128,26048,9238,9631,3845,8289,90121,8189,55341,8772,5108,996,2874,1939,4217,80346,79903,3265,1029 TP53RK,DNMT3A,CYLD,SF3B1,CDCA8,ZNF107,CUL1,NOTCH2,DOCK11,ATP6V1B2,ARID1B,CDKN2C,SH3BP1,PTEN,YBX1,PLCL2,STAT3,CGGBP1,ABCC1,PTPRK,ACSL5,TSHZ1,DDX28,NRAS,BIRC3,TNFAIP3,ZNF500,TBRG4,NUP155,KRAS,ARID1A,TSR2,SYMPK,LSG1,FADD,PCM1,CDC27,GPS2,EIF2D,MAP3K5,REEP4,NAA60,HRAS,CDKN2A bone-humerus-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour bone-humerus-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour 0.851759751031783 -0.160450774274384 110 13 0.0050251256281407 2587 17385 4282,7733,90933,353274,2130,9230,6238,116447,23170,84196,19,22850,163050 MIF,ZNF180,TRIM41,ZNF445,EWSR1,RAB11B,RRBP1,TOP1MT,TTLL12,USP48,ABCA1,ADNP2,ZNF564 central_nervous_system-temporoparietal-glioma-astrocytoma_Grade_II central_nervous_system-temporoparietal-glioma-astrocytoma_Grade_II 0.855438860751541 -0.156140654303606 12 1 0.000386548125241593 2587 17385 64236 PDLIM2 skin-back-malignant_melanoma skin-back-malignant_melanoma 0.857811427277507 -0.153370985377565 281 36 0.0139157325086973 2587 17385 51696,55870,196528,102,4763,55093,5879,23423,54497,8761,115201,3696,6672,4931,5728,5537,5832,90864,4893,23762,6867,10280,50717,262,9107,6310,3845,26503,8897,2803,55699,3614,9700,55844,3265,1029 HECA,ASH1L,ARID2,ADAM10,NF1,WDYHV1,RAC1,TMED3,HEATR5B,PABPC4,ATG4A,ITGB8,SP100,NVL,PTEN,PPP6C,ALDH18A1,SPSB3,NRAS,OSBP2,TACC1,SIGMAR1,DCAF8,AMD1,MTMR6,ATXN1,KRAS,SLC17A5,MTMR3,GOLGA4,IARS2,IMPDH1,ESPL1,PPP2R2D,HRAS,CDKN2A peritoneum-appendix-other-pseudomyxoma_peritonei peritoneum-appendix-other-pseudomyxoma_peritonei 0.863367269362585 -0.146915105587217 597 80 0.0309238500193274 2587 17385 79585,375790,25829,9816,10096,6597,5566,9815,667,23683,22992,55900,7586,9910,6429,64981,139596,30000,1408,51257,1212,79892,157680,4893,11176,7428,8697,8667,57602,11198,8427,4087,1107,115509,7174,10785,399687,6794,10531,4089,127002,28986,10020,23708,55082,8621,4853,2261,5925,64759,5728,10075,1954,23303,11108,5781,10999,23194,9794,8128,23515,223,64236,23270,57418,3845,8289,10277,55071,754,23499,8175,2778,2803,58517,27316,4957,3265,7013,1029 CORO7,AGRN,TMEM184B,URB2,ACTR3,SMARCA4,PRKACA,GIT2,DST,PRKD3,KDM2A,ZNF302,ZKSCAN1,RABGAP1L,SRSF4,MRPL34,UPRT,TNPO2,CRY2,MARCH2,CLTB,MCMBP,VPS13B,NRAS,BAZ2A,VHL,CDC23,EIF3H,USP36,SUPT16H,ZNF282,SMAD2,CHD3,ZNF689,TPP2,WDR4,MYO18A,STK11,PITRM1,SMAD4,ATXN7L2,MAGEH1,GNE,GSPT2,ARGLU1,CDK13,NOTCH2,FGFR3,RB1,TNS3,PTEN,HUWE1,MEGF8,KIF13B,PRDM4,PTPN11,SLC27A4,FBXL7,MAML1,ST8SIA2,MORC3,ALDH9A1,PDLIM2,TSPYL4,WDR18,KRAS,ARID1A,UBE4B,C9orf40,PTTG1IP,MACF1,SF3A2,GNAS,GOLGA4,RBM25,RBMX,ODF2,HRAS,TERF1,CDKN2A pseudomyxoma_peritonei pseudomyxoma_peritonei 0.863367269362585 -0.146915105587217 597 80 0.0309238500193274 2587 17385 79585,375790,25829,9816,10096,6597,5566,9815,667,23683,22992,55900,7586,9910,6429,64981,139596,30000,1408,51257,1212,79892,157680,4893,11176,7428,8697,8667,57602,11198,8427,4087,1107,115509,7174,10785,399687,6794,10531,4089,127002,28986,10020,23708,55082,8621,4853,2261,5925,64759,5728,10075,1954,23303,11108,5781,10999,23194,9794,8128,23515,223,64236,23270,57418,3845,8289,10277,55071,754,23499,8175,2778,2803,58517,27316,4957,3265,7013,1029 CORO7,AGRN,TMEM184B,URB2,ACTR3,SMARCA4,PRKACA,GIT2,DST,PRKD3,KDM2A,ZNF302,ZKSCAN1,RABGAP1L,SRSF4,MRPL34,UPRT,TNPO2,CRY2,MARCH2,CLTB,MCMBP,VPS13B,NRAS,BAZ2A,VHL,CDC23,EIF3H,USP36,SUPT16H,ZNF282,SMAD2,CHD3,ZNF689,TPP2,WDR4,MYO18A,STK11,PITRM1,SMAD4,ATXN7L2,MAGEH1,GNE,GSPT2,ARGLU1,CDK13,NOTCH2,FGFR3,RB1,TNS3,PTEN,HUWE1,MEGF8,KIF13B,PRDM4,PTPN11,SLC27A4,FBXL7,MAML1,ST8SIA2,MORC3,ALDH9A1,PDLIM2,TSPYL4,WDR18,KRAS,ARID1A,UBE4B,C9orf40,PTTG1IP,MACF1,SF3A2,GNAS,GOLGA4,RBM25,RBMX,ODF2,HRAS,TERF1,CDKN2A skin-axilla-malignant_melanoma skin-axilla-malignant_melanoma 0.869259616587068 -0.140113445069865 135 16 0.00618477000386548 2587 17385 54737,123811,1063,54881,6597,23389,4967,84901,23509,90957,5792,147923,9844,3614,4048,25913 MPHOSPH8,FOPNL,CENPF,TEX10,SMARCA4,MED13L,OGDH,NFATC2IP,POFUT1,DHX57,PTPRF,ZNF420,ELMO1,IMPDH1,LTA4H,POT1 central_nervous_system-brainstem-glioma-oligoastrocytoma_Grade_III central_nervous_system-brainstem-glioma-oligoastrocytoma_Grade_III 0.871074374192503 -0.138027916346283 120 14 0.0054116737533823 2587 17385 55147,9092,7726,5108,54502,84456,9821,23603,9797,6929,124997,3020,56829,84930 RBM23,SART1,TRIM26,PCM1,RBM47,L3MBTL3,RB1CC1,CORO1C,TATDN2,TCF3,WDR81,H3F3A,ZC3HAV1,MASTL subungual subungual 0.875226753386166 -0.133272279470188 151 18 0.00695786625434867 2587 17385 9371,4893,29855,7417,8289,90411,641,8539,23499,85021,1119,170394,5728,138639,11200,3265,79711,1029 KIF3B,NRAS,UBN1,VDAC2,ARID1A,MCFD2,BLM,API5,MACF1,REPS1,CHKA,PWWP2B,PTEN,PTPDC1,CHEK2,HRAS,IPO4,CDKN2A central_nervous_system-posterior_fossa-glioma-ependymoma central_nervous_system-posterior_fossa-glioma-ependymoma 0.876965348252583 -0.131287799075187 13 1 0.000386548125241593 2587 17385 4204 MECP2 bone-rib-chondrosarcoma bone-rib-chondrosarcoma 0.878250841488982 -0.129823029693782 74 8 0.00309238500193274 2587 17385 5925,9797,4947,23335,157922,5315,3020,1029 RB1,TATDN2,OAZ2,WDR7,CAMSAP1,PKM,H3F3A,CDKN2A spleen spleen 0.880680226861603 -0.127060685038976 416 54 0.020873598763046 2587 17385 162979,112858,1788,1540,23451,55143,6597,51427,8454,440275,4853,139818,526,57492,65992,5925,23616,5728,10270,596,4904,23228,8545,4363,5796,51703,10194,55794,4893,330,7128,26048,4288,9238,9631,3845,8289,58508,90121,8189,55341,8772,5108,996,8030,2874,6778,1939,4217,80346,25913,79903,3265,1029 ZNF296,TP53RK,DNMT3A,CYLD,SF3B1,CDCA8,SMARCA4,ZNF107,CUL1,EIF2AK4,NOTCH2,DOCK11,ATP6V1B2,ARID1B,DDRGK1,RB1,SH3BP1,PTEN,AKAP8,BCL2,YBX1,PLCL2,CGGBP1,ABCC1,PTPRK,ACSL5,TSHZ1,DDX28,NRAS,BIRC3,TNFAIP3,ZNF500,MKI67,TBRG4,NUP155,KRAS,ARID1A,KMT2C,TSR2,SYMPK,LSG1,FADD,PCM1,CDC27,CCDC6,GPS2,STAT6,EIF2D,MAP3K5,REEP4,POT1,NAA60,HRAS,CDKN2A soft_tissue-striated_muscle-rhabdomyosarcoma soft_tissue-striated_muscle-rhabdomyosarcoma 0.881084775571535 -0.126601431147016 602 80 0.0309238500193274 2587 17385 261734,84231,4763,23451,29937,10605,7812,1031,23225,54521,51096,9110,1854,5537,1408,10057,9736,4234,4893,54468,55974,64599,9203,10036,23603,8312,8754,689,3020,27250,127002,6209,2130,9320,11331,389,1063,4205,285362,63929,80010,28969,79577,4849,80011,51320,5781,116541,5833,54764,9690,9114,9655,56342,55734,1465,3939,54545,3845,5339,25852,23499,8189,132884,55654,81930,2803,2114,1633,56987,23473,84166,3516,23179,114785,4217,3265,1642,1029,23505 NPHP4,TRAF7,NF1,SF3B1,NENF,PAIP1,CSDE1,CDKN2C,NUP210,WDR44,UTP18,MTMR4,DUT,PPP6C,CRY2,ABCC5,USP34,METTL1,NRAS,MIOS,SLC50A1,GIGYF1,ZMYM3,CHAF1A,CORO1C,AXIN1,ADAM9,BTF3,H3F3A,PDCD4,ATXN7L2,RPS15,EWSR1,TRIP12,PHB2,RHOC,CENPF,MEF2A,SUMF1,XPNPEP3,RMI1,BZW2,CDC73,CNOT3,FAM192A,MEX3C,PTPN11,MRPL54,PCYT2,ZRANB1,UBE3C,ATP6V0D1,SOCS5,PPAN,ZFP64,CSRP1,LDHA,MTMR12,KRAS,PLEC,ARMC8,MACF1,SYMPK,EVC2,TMEM127,KIF18A,GOLGA4,ETS2,DCK,BBX,CAPN7,NLRC5,RBPJ,RGL1,MBD6,MAP3K5,HRAS,DDB1,CDKN2A,TMEM131 bone-pelvis-chondrosarcoma bone-pelvis-chondrosarcoma 0.882239312982562 -0.125291929866448 315 40 0.0154619250096637 2587 17385 80829,221092,51427,10237,23062,5886,5925,431707,8907,8914,57117,11151,4603,51631,55749,23020,165055,163486,4288,6746,54531,51203,2778,27340,2058,29028,5426,79728,80818,283377,7528,3020,3420,4086,54532,29945,5214,1029,11124,57488 ZFP91,HNRNPUL2,ZNF107,SLC35B1,GGA2,RAD23A,RB1,LHX8,AP1M1,TIMELESS,INTS12,CORO1A,MYBL1,LUC7L2,CCAR1,SNRNP200,CCDC138,DENND1B,MKI67,SSR2,MIER2,NUSAP1,GNAS,UTP20,EPRS,ATAD2,POLE,PALB2,ZNF436,SPRYD4,YY1,H3F3A,IDH3B,SMAD1,USP53,ANAPC4,PFKP,CDKN2A,FAF1,ESYT2 haematopoietic_and_lymphoid_tissue-abdomen-lymphoid_neoplasm-follicular_lymphoma haematopoietic_and_lymphoid_tissue-abdomen-lymphoid_neoplasm-follicular_lymphoma 0.883909947715381 -0.12340009063375 50 5 0.00193274062620796 2587 17385 60,596,3475,7128,10625 ACTB,BCL2,IFRD1,TNFAIP3,IVNS1ABP ovary-carcinoma-serous_carcinoma ovary-carcinoma-serous_carcinoma 0.886279308656934 -0.120723131265763 11013 1612 0.623115577889447 2587 17385 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BD7,ZRANB2,MBD6,PREPL fibula fibula 0.887214125481001 -0.119668921655906 396 51 0.0197139543873212 2587 17385 7874,21,2130,7249,9703,389,57661,64121,10423,1432,7270,28969,2261,5925,23225,51117,55144,9678,4436,84172,79888,54620,1786,221061,60560,10057,3945,81603,23020,2077,79813,79751,3029,79801,23499,5140,90957,5052,9927,2778,80818,4065,124583,84668,6949,3020,84875,10531,9700,3265,1029 USP7,ABCA3,EWSR1,TSC2,KIAA0100,RHOC,PHRF1,RRAGC,CDIPT,MAPK14,TTF1,BZW2,FGFR3,RB1,NUP210,COQ4,LRRC8D,PHF14,MSH2,POLR1B,LPCAT1,FBXL19,DNMT1,FAM171A1,NAA35,ABCC5,LDHB,TRIM8,SNRNP200,ERF,EHMT1,SLC25A22,HAGH,SHCBP1,MACF1,PDE3B,DHX57,PRDX1,MFN2,GNAS,ZNF436,LY75,CANT1,FAM126A,TCOF1,H3F3A,PARP10,PITRM1,ESPL1,HRAS,CDKN2A large_intestine-rectum large_intestine-rectum 0.892092406551305 -0.114185556979239 584 77 0.0297642056436026 2587 17385 54520,84838,55870,1540,90196,7798,4763,8664,6513,5395,5361,3267,200539,3895,351,79943,6135,667,126549,23616,26173,6434,55379,80895,134359,1209,79956,8872,7428,51340,4288,9631,8575,5635,84444,4216,1650,9031,6794,22984,19,4089,83461,139818,10844,11060,1119,5925,27252,56259,5728,55144,9360,5781,84172,200576,83696,79366,2181,5877,3845,8289,4580,55628,8175,23154,3663,2803,2590,996,4957,5928,29062,4217,9700,29959,1029 CCDC93,ZNF496,ASH1L,CYLD,SYS1,LUZP1,NF1,EIF3D,SLC2A1,PMS2,PLXNA1,AGFG1,ANKRD23,KTN1,APP,ZNF696,RPL11,DST,ANKLE1,SH3BP1,INTS1,TRA2B,LRRC59,ILKAP,POC5,CLPTM1,ERMP1,CDC123,VHL,CRNKL1,MKI67,NUP155,PRKRA,PRPSAP1,DOT1L,MAP3K4,DDOST,BAZ1B,STK11,PDCD11,ABCA1,SMAD4,CDCA3,DOCK11,TUBGCP2,WWP2,CHKA,RB1,KLHL20,CTNNBL1,PTEN,LRRC8D,PPIG,PTPN11,POLR1B,PIKFYVE,TRAPPC9,HMGN5,ACSL3,RABIF,KRAS,ARID1A,MTX1,ZNF407,SF3A2,NCDN,IRF5,GOLGA4,GALNT2,CDC27,ODF2,RBBP4,WDR91,MAP3K5,ESPL1,NRBP1,CDKN2A skin-nipple-malignant_melanoma skin-nipple-malignant_melanoma 0.892171619266212 -0.114096766627796 199 24 0.00927715500579822 2587 17385 8502,4893,1314,90196,196528,64848,10096,7456,8621,3845,2030,641,54497,152789,8078,5771,9632,9928,11234,63925,9961,57154,3265,1639 PKP4,NRAS,COPA,SYS1,ARID2,YTHDC2,ACTR3,WIPF1,CDK13,KRAS,SLC29A1,BLM,HEATR5B,JAKMIP1,USP5,PTPN2,SEC24C,KIF14,HPS5,ZNF335,MVP,SMURF1,HRAS,DCTN1 nipple nipple 0.892171619266212 -0.114096766627796 199 24 0.00927715500579822 2587 17385 8502,4893,1314,90196,196528,64848,10096,7456,8621,3845,2030,641,54497,152789,8078,5771,9632,9928,11234,63925,9961,57154,3265,1639 PKP4,NRAS,COPA,SYS1,ARID2,YTHDC2,ACTR3,WIPF1,CDK13,KRAS,SLC29A1,BLM,HEATR5B,JAKMIP1,USP5,PTPN2,SEC24C,KIF14,HPS5,ZNF335,MVP,SMURF1,HRAS,DCTN1 primary_central_nervous_system_lymphoma primary_central_nervous_system_lymphoma 0.894959506717849 -0.110976805621489 713 95 0.0367220718979513 2587 17385 79585,25957,10989,4287,10523,288,9557,1457,5361,26051,329,351,57168,55120,667,4899,55147,63892,54680,2120,3032,7267,81928,5926,84248,147807,5983,7071,3035,987,1371,56262,58508,55572,292,64599,79026,56478,54014,55293,22937,11273,6772,63027,7188,25913,56288,8535,79760,348180,55119,136051,57409,4719,55635,6929,4853,2113,2309,3105,8323,10459,55666,81671,829,84912,215,27245,596,9961,10370,26986,91746,5530,7128,117584,5393,84447,23499,8189,9782,355,3106,114885,58517,996,5426,27316,6566,8446,5311,7026,3073,11236,1029 CORO7,PNISR,IMMT,ATXN3,CHERP,ANK3,CHD1L,CSNK2A1,PLXNA1,PPP1R16B,BIRC2,APP,ASPHD2,FANCL,DST,NRF1,RBM23,THADA,ZNHIT6,ETV6,HADHB,TTC3,CABLES2,ARID4A,FYTTD1,ZNF524,RFC3,KLF10,HARS,LRBA,CPOX,LRRC8A,KMT2C,FOXRED1,SLC25A5,GIGYF1,AHNAK,EIF4ENIF1,BRWD1,UEVLD,SCAP,ATXN2L,STAT1,SLC22A23,TRAF5,POT1,PARD3,CBX4,GEMIN7,CTU2,PRPF38B,ZNF786,MIF4GD,NDUFS1,DEPDC1,TCF3,NOTCH2,ETS1,FOXO3,HLA-A,FZD6,MAD2L2,NPLOC4,VMP1,CAPZA1,SLC35B4,ABCD1,AHDC1,BCL2,MVP,CITED2,PABPC1,YTHDC1,PPP3CA,TNFAIP3,RFFL,EXOSC9,SYVN1,MACF1,SYMPK,MATR3,FAS,HLA-B,OSBPL11,RBM25,CDC27,POLE,RBMX,SLC16A1,DUSP11,PKD2,NR2F2,HEXA,RNF139,CDKN2A haematopoietic_and_lymphoid_tissue-central_nervous_system-lymphoid_neoplasm-primary_central_nervous_system_lymphoma haematopoietic_and_lymphoid_tissue-central_nervous_system-lymphoid_neoplasm-primary_central_nervous_system_lymphoma 0.894959506717849 -0.110976805621489 713 95 0.0367220718979513 2587 17385 79585,25957,10989,4287,10523,288,9557,1457,5361,26051,329,351,57168,55120,667,4899,55147,63892,54680,2120,3032,7267,81928,5926,84248,147807,5983,7071,3035,987,1371,56262,58508,55572,292,64599,79026,56478,54014,55293,22937,11273,6772,63027,7188,25913,56288,8535,79760,348180,55119,136051,57409,4719,55635,6929,4853,2113,2309,3105,8323,10459,55666,81671,829,84912,215,27245,596,9961,10370,26986,91746,5530,7128,117584,5393,84447,23499,8189,9782,355,3106,114885,58517,996,5426,27316,6566,8446,5311,7026,3073,11236,1029 CORO7,PNISR,IMMT,ATXN3,CHERP,ANK3,CHD1L,CSNK2A1,PLXNA1,PPP1R16B,BIRC2,APP,ASPHD2,FANCL,DST,NRF1,RBM23,THADA,ZNHIT6,ETV6,HADHB,TTC3,CABLES2,ARID4A,FYTTD1,ZNF524,RFC3,KLF10,HARS,LRBA,CPOX,LRRC8A,KMT2C,FOXRED1,SLC25A5,GIGYF1,AHNAK,EIF4ENIF1,BRWD1,UEVLD,SCAP,ATXN2L,STAT1,SLC22A23,TRAF5,POT1,PARD3,CBX4,GEMIN7,CTU2,PRPF38B,ZNF786,MIF4GD,NDUFS1,DEPDC1,TCF3,NOTCH2,ETS1,FOXO3,HLA-A,FZD6,MAD2L2,NPLOC4,VMP1,CAPZA1,SLC35B4,ABCD1,AHDC1,BCL2,MVP,CITED2,PABPC1,YTHDC1,PPP3CA,TNFAIP3,RFFL,EXOSC9,SYVN1,MACF1,SYMPK,MATR3,FAS,HLA-B,OSBPL11,RBM25,CDC27,POLE,RBMX,SLC16A1,DUSP11,PKD2,NR2F2,HEXA,RNF139,CDKN2A bone-chordoma bone-chordoma 0.895287397787696 -0.110610497407032 14 1 0.000386548125241593 2587 17385 3020 H3F3A serous_carcinoma serous_carcinoma 0.900053329226519 -0.105301262717184 11298 1653 0.638964051024352 2587 17385 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1,GOLPH3L,MRPL42,SH2D3A,CASP6,EYA1,TOR3A,DBF4,KLF13,RGS1,MAN1A1,GART,CTNNBL1,PELO,BRD7,CLDND1,TTC17,MRPL11,SLC25A1,SAMD4B,GINS1,PAQR6,ZDHHC18,TELO2,CSNK1G2,ADAM17,NASP,ASPM,PPP1R21,PRKAR1B,WDR81,MEN1,ZNF407,SYMPK,TARS,SNRPA,MFN2,HSPA1B,MAPK3,ATAD2,PLAA,OSBPL8,KBTBD7,ZRANB2,MBD6,PREPL pancreas-carcinoma-acinar_carcinoma pancreas-carcinoma-acinar_carcinoma 0.900406496898441 -0.104908954406466 2028 283 0.109393119443371 2587 17385 23511,7249,4712,102,253943,4942,26051,200539,5936,5036,8853,84922,8907,493856,55379,1786,8514,9736,4893,23762,55035,54888,10592,51005,11083,9203,84444,55677,7454,146909,10972,7174,10785,138639,4086,83752,3066,5214,55119,1725,23708,7204,10912,1660,9493,2145,4853,10081,4000,133746,10615,3632,51564,4436,1537,5833,9961,3475,7637,7916,9948,64763,23176,6016,8289,5605,23,2801,55198,116985,254531,23523,55627,26100,2821,9701,10611,3073,57679,1029,56829,90933,23304,4627,283899,7920,334,25909,9112,51434,25897,7159,1386,51755,1639,23141,10952,8872,5209,157313,51203,4209,85461,5515,3716,8161,23300,10721,8975,136051,9612,338692,55635,9334,4126,11119,2309,51439,25901,152789,26273,10075,5728,1384,26046,89910,246175,23241,6837,10051,158,117177,2011,643641,7733,9146,10128,4065,284403,55585,27044,79943,5621,10992,27,91752,63892,221895,26173,9524,4603,5926,157680,10057,92609,81603,1952,6628,987,7430,672,23344,55193,11054,58508,5635,1665,7343,1107,4796,195828,4669,92714,6794,140831,64172,8816,8216,55596,1063,29924,135293,55252,51593,7270,23165,5925,23303,191,9690,223,10113,4363,10147,157922,27102,3845,83939,79091,4061,1982,51304,9397,84930,55832,132884,2778,79728,996,4957,116224,5476,5928,57107,6938,7360,8655,5395,284273,8078,7812,79595,55342,4931,55486,116447,1477,84057,83989,9107,23705,84811,7416,53615,79651,6426,90592,153478,115426,81611,949,80709,80346,65980,4089,9320,8480,10865,53371,79677,25875,4650,23062,5305,9456,2618,9360,10010,54503,147184,9181,64794,57553,29890,56342,60481,51105,55827,92797,84759,55628,57446,6897,51663,221496,782,22931,84456,23264,114785,528,57178,3428 NUP188,TSC2,NDUFB6,ADAM10,YTHDF3,OAT,PPP1R16B,ANKRD23,RBM4,PA2G4,ASAP2,FIZ1,AP1M1,CISD2,LRRC59,DNMT1,KCNAB2,USP34,NRAS,OSBP2,NOL8,NSUN2,SMC2,AMDHD2,DIDO1,ZMYM3,DOT1L,IWS1,WAS,KIF18B,TMED10,TPP2,WDR4,PTPDC1,SMAD1,LONP2,HDAC2,PFKP,PRPF38B,DHPS,GSPT2,TRIO,GADD45G,DHX9,KIF23,EZH1,NOTCH2,PDCD7,LMNA,JMY,SPAG5,INPP5A,HDAC7,MSH2,CYC1,PCYT2,MVP,IFRD1,ZNF84,PRRC2A,WDR1,ZNF574,SEPT8,RIT1,ARID1A,MAP2K2,ABCF1,GOLGA2,APPL2,ARAP1,LPCAT4,CABIN1,SMPD4,WIPI2,GPI,PPP6R2,PDLIM5,HEXA,ALS2,CDKN2A,ZC3HAV1,TRIM41,UBR2,MYH9,INO80E,ABHD16A,APLP2,AHCTF1,MTA1,ANAPC7,RNF19A,TP53BP2,ATF2,CDK12,DCTN1,ANKLE2,SEC61B,CDC123,PFKFB3,CDCA2,NUSAP1,MEF2D,TANC1,PPP2CA,JAK1,COIL,ATMIN,POLQ,USP13,ZNF786,NCOR2,ANKRD13D,DEPDC1,B4GALT5,MANBA,BTN3A1,FOXO3,FAM8A1,CCDC28A,JAKMIP1,FBXO3,HUWE1,PTEN,CRAT,LTN1,UBE3B,CNOT6L,PACS2,MED22,SMC4,ADSL,RAB3IP,MARK2,ZNF862,ZNF180,HGS,LRPPRC,LY75,WDR62,UBE2Q1,SND1,ZNF696,PRNP,SF3B2,ABL2,ZNF804A,THADA,JAZF1,INTS1,TECR,MYBL1,ARID4A,VPS13B,ABCC5,TIMM50,TRIM8,CELSR2,SNRPB,LRBA,EZR,BRCA1,ESYT1,PBRM1,OGFR,KMT2C,PRPSAP1,DHX15,UBTF,CHD3,TONSL,ZNF367,NAGLU,ARRDC1,STK11,ZSWIM3,OSGEPL1,DCAF5,LZTR1,ZCCHC8,CENPF,EPN1,PM20D2,ASXL2,SRRT,TTF1,NUP205,RB1,KIF13B,AHCY,UBE3C,ALDH9A1,PREB,ABCC1,SUGP2,CAMSAP1,EIF2AK1,KRAS,EIF2A,METTL22,LY6E,EIF4G2,ZDHHC3,NMT2,MASTL,CAND1,EVC2,GNAS,PALB2,CDC27,ODF2,FAM122A,CTSA,RBBP4,PDSS2,TCF12,UGP2,DYNLL1,PMS2,ZADH2,USP5,CSDE1,SAP130,STRBP,NVL,PARL,TOP1MT,CSTF1,MND1,FAM172A,MTMR6,CADM1,BUD13,VDAC1,MBD3,RHBDF2,SRSF1,ZNF700,PLEKHG4B,UHRF2,ANP32E,SCARB1,AKNA,REEP4,BRD9,SMAD4,TRIP12,RAE1,ARID5A,NUP54,SMC6,LETMD1,MYO9B,GGA2,PIP4K2A,HOMER1,GART,PPIG,TANK,ZDHHC13,TMEM99,ARHGEF2,DDX31,MICAL3,RBM15B,PPAN,ELOVL5,PHF20L1,DCAF6,HELB,PCGF1,ZNF407,NDRG3,TARS,ZFR,LEMD2,CACNB1,RAB18,L3MBTL3,ZC3H7B,MBD6,ATP6V1C1,ZMIZ1,IFI16 acinar_carcinoma acinar_carcinoma 0.900406496898441 -0.104908954406466 2028 283 0.109393119443371 2587 17385 23511,7249,4712,102,253943,4942,26051,200539,5936,5036,8853,84922,8907,493856,55379,1786,8514,9736,4893,23762,55035,54888,10592,51005,11083,9203,84444,55677,7454,146909,10972,7174,10785,138639,4086,83752,3066,5214,55119,1725,23708,7204,10912,1660,9493,2145,4853,10081,4000,133746,10615,3632,51564,4436,1537,5833,9961,3475,7637,7916,9948,64763,23176,6016,8289,5605,23,2801,55198,116985,254531,23523,55627,26100,2821,9701,10611,3073,57679,1029,56829,90933,23304,4627,283899,7920,334,25909,9112,51434,25897,7159,1386,51755,1639,23141,10952,8872,5209,157313,51203,4209,85461,5515,3716,8161,23300,10721,8975,136051,9612,338692,55635,9334,4126,11119,2309,51439,25901,152789,26273,10075,5728,1384,26046,89910,246175,23241,6837,10051,158,117177,2011,643641,7733,9146,10128,4065,284403,55585,27044,79943,5621,10992,27,91752,63892,221895,26173,9524,4603,5926,157680,10057,92609,81603,1952,6628,987,7430,672,23344,55193,11054,58508,5635,1665,7343,1107,4796,195828,4669,92714,6794,140831,64172,8816,8216,55596,1063,29924,135293,55252,51593,7270,23165,5925,23303,191,9690,223,10113,4363,10147,157922,27102,3845,83939,79091,4061,1982,51304,9397,84930,55832,132884,2778,79728,996,4957,116224,5476,5928,57107,6938,7360,8655,5395,284273,8078,7812,79595,55342,4931,55486,116447,1477,84057,83989,9107,23705,84811,7416,53615,79651,6426,90592,153478,115426,81611,949,80709,80346,65980,4089,9320,8480,10865,53371,79677,25875,4650,23062,5305,9456,2618,9360,10010,54503,147184,9181,64794,57553,29890,56342,60481,51105,55827,92797,84759,55628,57446,6897,51663,221496,782,22931,84456,23264,114785,528,57178,3428 NUP188,TSC2,NDUFB6,ADAM10,YTHDF3,OAT,PPP1R16B,ANKRD23,RBM4,PA2G4,ASAP2,FIZ1,AP1M1,CISD2,LRRC59,DNMT1,KCNAB2,USP34,NRAS,OSBP2,NOL8,NSUN2,SMC2,AMDHD2,DIDO1,ZMYM3,DOT1L,IWS1,WAS,KIF18B,TMED10,TPP2,WDR4,PTPDC1,SMAD1,LONP2,HDAC2,PFKP,PRPF38B,DHPS,GSPT2,TRIO,GADD45G,DHX9,KIF23,EZH1,NOTCH2,PDCD7,LMNA,JMY,SPAG5,INPP5A,HDAC7,MSH2,CYC1,PCYT2,MVP,IFRD1,ZNF84,PRRC2A,WDR1,ZNF574,SEPT8,RIT1,ARID1A,MAP2K2,ABCF1,GOLGA2,APPL2,ARAP1,LPCAT4,CABIN1,SMPD4,WIPI2,GPI,PPP6R2,PDLIM5,HEXA,ALS2,CDKN2A,ZC3HAV1,TRIM41,UBR2,MYH9,INO80E,ABHD16A,APLP2,AHCTF1,MTA1,ANAPC7,RNF19A,TP53BP2,ATF2,CDK12,DCTN1,ANKLE2,SEC61B,CDC123,PFKFB3,CDCA2,NUSAP1,MEF2D,TANC1,PPP2CA,JAK1,COIL,ATMIN,POLQ,USP13,ZNF786,NCOR2,ANKRD13D,DEPDC1,B4GALT5,MANBA,BTN3A1,FOXO3,FAM8A1,CCDC28A,JAKMIP1,FBXO3,HUWE1,PTEN,CRAT,LTN1,UBE3B,CNOT6L,PACS2,MED22,SMC4,ADSL,RAB3IP,MARK2,ZNF862,ZNF180,HGS,LRPPRC,LY75,WDR62,UBE2Q1,SND1,ZNF696,PRNP,SF3B2,ABL2,ZNF804A,THADA,JAZF1,INTS1,TECR,MYBL1,ARID4A,VPS13B,ABCC5,TIMM50,TRIM8,CELSR2,SNRPB,LRBA,EZR,BRCA1,ESYT1,PBRM1,OGFR,KMT2C,PRPSAP1,DHX15,UBTF,CHD3,TONSL,ZNF367,NAGLU,ARRDC1,STK11,ZSWIM3,OSGEPL1,DCAF5,LZTR1,ZCCHC8,CENPF,EPN1,PM20D2,ASXL2,SRRT,TTF1,NUP205,RB1,KIF13B,AHCY,UBE3C,ALDH9A1,PREB,ABCC1,SUGP2,CAMSAP1,EIF2AK1,KRAS,EIF2A,METTL22,LY6E,EIF4G2,ZDHHC3,NMT2,MASTL,CAND1,EVC2,GNAS,PALB2,CDC27,ODF2,FAM122A,CTSA,RBBP4,PDSS2,TCF12,UGP2,DYNLL1,PMS2,ZADH2,USP5,CSDE1,SAP130,STRBP,NVL,PARL,TOP1MT,CSTF1,MND1,FAM172A,MTMR6,CADM1,BUD13,VDAC1,MBD3,RHBDF2,SRSF1,ZNF700,PLEKHG4B,UHRF2,ANP32E,SCARB1,AKNA,REEP4,BRD9,SMAD4,TRIP12,RAE1,ARID5A,NUP54,SMC6,LETMD1,MYO9B,GGA2,PIP4K2A,HOMER1,GART,PPIG,TANK,ZDHHC13,TMEM99,ARHGEF2,DDX31,MICAL3,RBM15B,PPAN,ELOVL5,PHF20L1,DCAF6,HELB,PCGF1,ZNF407,NDRG3,TARS,ZFR,LEMD2,CACNB1,RAB18,L3MBTL3,ZC3H7B,MBD6,ATP6V1C1,ZMIZ1,IFI16 skin-subungual-malignant_melanoma-acral_lentiginous skin-subungual-malignant_melanoma-acral_lentiginous 0.903535473555533 -0.101439907345911 148 17 0.00657131812910707 2587 17385 9371,4893,29855,7417,8289,90411,641,8539,23499,85021,1119,170394,5728,138639,11200,3265,79711 KIF3B,NRAS,UBN1,VDAC2,ARID1A,MCFD2,BLM,API5,MACF1,REPS1,CHKA,PWWP2B,PTEN,PTPDC1,CHEK2,HRAS,IPO4 skin-ankle-malignant_melanoma skin-ankle-malignant_melanoma 0.904917868944145 -0.0999110919483783 69 7 0.00270583687669115 2587 17385 8897,9107,3845,26503,4893,102,3265 MTMR3,MTMR6,KRAS,SLC17A5,NRAS,ADAM10,HRAS haematopoietic_and_lymphoid_tissue-soft_tissue-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma haematopoietic_and_lymphoid_tissue-soft_tissue-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma 0.904917868944145 -0.0999110919483783 69 7 0.00270583687669115 2587 17385 667,140890,596,8621,2771,9343,9778 DST,SREK1,BCL2,CDK13,GNAI2,EFTUD2,KIAA0232 acral acral 0.905828312370002 -0.0989054915920447 269 33 0.0127560881329726 2587 17385 59269,55355,9703,4763,64848,5879,10947,5361,374291,51293,6745,5728,9138,5537,10130,157680,7040,4893,51056,55667,56992,990,55677,355,79026,9342,54496,6949,8648,3265,56288,1029,10721 HIVEP3,HJURP,KIAA0100,NF1,YTHDC2,RAC1,AP3M2,PLXNA1,NDUFS7,CD320,SSR1,PTEN,ARHGEF1,PPP6C,PDIA6,VPS13B,TGFB1,NRAS,LAP3,DENND4C,KIF15,CDC6,IWS1,FAS,AHNAK,SNAP29,PRMT7,TCOF1,NCOA1,HRAS,PARD3,CDKN2A,POLQ upper_arm upper_arm 0.90711578569782 -0.0974851791338465 589 77 0.0297642056436026 2587 17385 9595,55870,102,288,5879,153396,8895,78991,5707,488,27154,1785,7267,25897,23228,1983,11171,60560,51755,5926,1639,9736,23020,4893,9978,7428,11169,9107,26503,25978,221656,23085,10521,6873,79026,54014,10236,8754,10285,114825,55596,54495,55892,23210,3105,4000,3799,79660,2261,9731,5925,120,5728,3632,471,84912,26046,22920,84282,4644,9821,7916,54505,9044,2181,6229,3845,3832,55843,8897,4673,128061,9063,4217,132864,3265,1029 CYTIP,ASH1L,ADAM10,ANK3,RAC1,TMEM161B,CPNE3,PCYOX1L,PSMD1,ATP2A2,BRPF3,DNM2,TTC3,RNF19A,PLCL2,EIF5,STRAP,NAA35,CDK12,ARID4A,DCTN1,USP34,SNRNP200,NRAS,RBX1,VHL,WDHD1,MTMR6,SLC17A5,CHMP2B,KDM1B,ERC1,DDX17,TAF2,AHNAK,BRWD1,HNRNPR,ADAM9,SMNDC1,PWWP2A,ZCCHC8,TMX3,MYNN,JMJD6,HLA-A,LMNA,KIF5B,PPP1R3B,FGFR3,CEP104,RB1,ADD3,PTEN,INPP5A,ATIC,SLC35B4,LTN1,KIFAP3,RNF135,MYO5A,RB1CC1,PRRC2A,DHX29,BTAF1,ACSL3,RPS24,KRAS,KIF11,ARHGAP15,MTMR3,NAP1L1,C1orf131,PIAS2,MAP3K5,CPEB2,HRAS,CDKN2A bone-calcaneus-chondrosarcoma bone-calcaneus-chondrosarcoma 0.910881865672382 -0.0933420655727175 15 1 0.000386548125241593 2587 17385 3020 H3F3A central_nervous_system-brainstem-glioma-oligoastrocytoma_Grade_II central_nervous_system-brainstem-glioma-oligoastrocytoma_Grade_II 0.912077196425167 -0.0920306472869749 53 5 0.00193274062620796 2587 17385 53942,3020,7389,57553,27339 CNTN5,H3F3A,UROD,MICAL3,PRPF19 haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-follicular_lymphoma haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-follicular_lymphoma 0.91255434909877 -0.0915076346429697 1003 135 0.052183996907615 2587 17385 7325,29907,2029,1432,1031,22852,118813,55094,55749,10498,79894,284001,4690,56992,222484,7430,55840,58508,1665,9203,55717,3688,4358,55699,9031,55278,163786,113263,124411,7204,7155,4853,4125,83464,7633,6242,51088,92745,9678,4436,596,22920,1537,64976,54764,2771,4363,9267,9648,10906,55109,22936,11253,6229,10277,51304,1528,355,132884,79573,996,92675,57472,1029,11336,1788,196528,23451,9816,288,10096,64121,526,8027,55147,57533,9716,10768,23171,11171,51755,9166,5450,4289,83989,330,5229,7456,4773,9631,79801,23085,5933,6294,6778,79823,115426,22926,56288,8975,23143,51397,51018,10020,10926,56894,5771,79072,1520,9776,4676,246175,143458,6774,2966,2956,5530,387,3150,7128,9044,129285,57418,143,23365,23398,55227,728642,64744,8772,79968,8985,26750,254065,10114 UBE2E2,SNX15,ENSA,MAPK14,CDKN2C,ANKRD26,ZFYVE27,GPATCH1,CCAR1,CARM1,ZNF672,CCDC57,NCK1,KIF15,LNX2,EZR,EAF2,KMT2C,DHX15,ZMYM3,WDR11,ITGB1,MPV17,IARS2,BAZ1B,QRSL1,SASS6,GLCCI1,ZNF720,TRIO,TOP2B,NOTCH2,MAN2B1,APH1B,ZNF79,RTKN,KLHL5,SLC38A5,PHF14,MSH2,BCL2,KIFAP3,CYC1,MRPL40,ZRANB1,GNAI2,ABCC1,CYTH1,GCC2,TRAFD1,AGGF1,ELL2,MAN1B1,RPS24,UBE4B,ZDHHC3,CYB5A,FAS,EVC2,TTC13,CDC27,DTD1,CNOT6,CDKN2A,EXOC3,DNMT3A,ARID2,SF3B1,URB2,ANK3,ACTR3,RRAGC,ATP6V1B2,STAM,RBM23,TBC1D14,AQR,AHCYL1,GPD1L,STRAP,CDK12,EBAG9,POU2AF1,MKLN1,FAM172A,BIRC3,PGGT1B,WIPF1,NFATC2,NUP155,SHCBP1,ERC1,RBL1,SAFB,STAT6,CAMKMT,UHRF2,ATF6,PARD3,USP13,LRCH1,COMMD10,RRP15,GNE,DBF4,AGPAT3,PTPN2,FASTKD3,CTSS,ATG13,NAP1L4,CNOT6L,LDLRAD3,STAT3,GTF2H2,MSH6,PPP3CA,RHOA,HMGN1,TNFAIP3,BTAF1,PPP1R21,WDR18,PARP4,ARHGEF12,PPWD1,LRRC1,CDK11A,SMAP2,FADD,WDR76,PLOD3,RPS6KC1,BRWD3,HIPK3 biliary_tract-gallbladder-carcinoma-adenocarcinoma biliary_tract-gallbladder-carcinoma-adenocarcinoma 0.914288931091989 -0.089608640314014 2885 406 0.156938538848087 2587 17385 23511,7249,9682,440026,1831,5361,4942,26051,50804,51239,1031,22852,5036,25926,9910,6429,11319,23228,117246,81929,5094,988,9736,84527,4893,79065,2551,208,79813,4288,10592,865,9203,91107,79026,4087,1939,23417,138639,311,6749,11325,55119,80331,7204,51715,9744,2683,7155,84133,4853,79577,4849,10615,28985,374395,2280,25896,9343,4436,284695,200576,79888,26986,10959,55109,133418,54505,55253,54881,4605,6016,5339,8289,4580,5605,4548,8165,355,10916,847,2058,2339,23640,3836,79573,5439,79080,2801,139735,5859,9063,84669,116985,55291,10611,29959,11236,1029,1788,1728,9322,23451,143187,598,10308,162,8027,8895,54467,23011,55147,26233,488,22992,6477,79876,54877,1185,1027,7267,25897,51755,113,55602,57130,8872,26502,5209,535,83451,92344,94239,27436,10412,6873,5515,3308,3716,6294,64327,6772,6400,154141,148022,56926,54758,10721,23143,8975,6187,8502,55635,6929,51605,83605,55102,79048,51447,641,2309,3105,152789,65095,84878,51117,10075,5728,1384,5781,53373,2956,10051,57062,2581,55667,84450,143,55690,9790,3784,55288,7784,1316,60558,23499,5140,4924,9146,5426,9654,11244,3189,9797,10128,4065,114932,284403,254065,9700,51699,23505,57488,26151,261734,375790,6767,4763,116496,57661,56922,120526,1457,81631,9801,6621,11103,91752,5111,51193,64422,54928,3572,26173,55687,26155,54776,51006,140459,55749,55255,157680,92609,10920,84248,81603,1952,4690,7428,123811,987,150468,4041,672,23344,55193,58508,8575,27005,51099,2035,10036,10195,4669,5496,23350,11273,55278,3838,6794,9780,1191,11200,10980,140831,1201,163786,25913,8816,823,8880,10723,8216,23389,29127,203054,63929,3337,57492,55646,5925,84246,81671,7507,63925,27245,22920,9735,6558,55728,7743,23152,10147,51072,84135,27102,3845,1982,2778,6390,7248,5108,4673,996,29095,79728,80311,84166,5928,4649,23780,9791,6602,55830,27243,55870,1540,7360,196528,4191,54148,221092,5395,6597,2132,10605,4084,7409,2193,25888,4193,3376,54521,4931,1431,23435,51706,11171,1856,51132,163131,6404,57404,653820,221656,4707,6203,5933,10922,11234,79726,81611,84336,3020,65980,66005,4089,56288,57508,9150,55907,51018,9903,257218,53371,4650,64151,9213,83706,56897,3799,79072,2261,6509,9360,143458,2091,23595,6774,6868,53942,4678,51300,259266,55269,129285,9205,117584,23365,4221,55628,89941,8539,84303,728642,221496,7165,3106,9844,83541,23264,3614,6883,3265,3428,2653 NUP188,TSC2,KDM4A,TMEM41B,TSC22D3,PLXNA1,OAT,PPP1R16B,MYEF2,ANKRD39,CDKN2C,ANKRD26,PA2G4,NOL11,RABGAP1L,SRSF4,ECD,PLCL2,FTSJ3,SEH1L,PCBP2,CDC5L,USP34,ZNF559,NRAS,ATG9A,GABPA,AKT2,EHMT1,MKI67,SMC2,CBFB,ZMYM3,TRIM47,AHNAK,SMAD2,EIF2D,MLYCD,PTPDC1,ANXA11,SSRP1,DDX42,PRPF38B,DNAJC5,TRIO,RAB23,ACAP1,B4GALT1,TOP2B,ZNRF3,NOTCH2,CDC73,CNOT3,SPAG5,MCTS1,TMEM179B,FKBP1A,INTS7,EFTUD2,MSH2,ZNF326,PIKFYVE,LPCAT1,PABPC1,TMED2,AGGF1,EMB,DHX29,TYW1,TEX10,MYBL2,RIT1,PLEC,ARID1A,MTX1,MAP2K2,MTR,AKAP1,FAS,MAGED2,CAT,EPRS,FNTA,HSPBP1,KPNA1,TTC13,POLR2J,CCDC86,GOLGA2,ZFP92,QARS,PIAS2,USP32,ARAP1,PPP6R3,PDLIM5,NRBP1,RNF139,CDKN2A,DNMT3A,NQO1,TRIP10,SF3B1,VTI1A,BCL2L1,ZNF267,AP1B1,STAM,CPNE3,ANKIB1,RAB21,RBM23,FBXL6,ATP2A2,KDM2A,SIAH1,UBA5,ZCCHC2,CLCN6,CDKN1B,TTC3,RNF19A,CDK12,ADCY7,CDKN2AIP,ATP13A1,CDC123,NARF,PFKFB3,ATP6V0A1,ABHD11,GORAB,H2AFV,EML4,NSA2,TAF2,PPP2CA,HSPA4,JAK1,SAFB,LMBR1,STAT1,SEL1L,MBOAT1,TICAM1,NCLN,KLHDC4,POLQ,LRCH1,USP13,RPS2,PKP4,DEPDC1,TCF3,TRMT6,CCM2,ATG2B,SECISBP2,IP6K2,BLM,FOXO3,HLA-A,JAKMIP1,KRI1,ZBTB45,COQ4,HUWE1,PTEN,CRAT,PTPN11,TPCN1,MSH6,SMC4,DDX24,GALC,DENND4C,ZNF512,PARP4,PACS1,BMS1,KCNQ1,RHOT1,ZP3,KLF6,GUF1,MACF1,PDE3B,NUCB1,HGS,POLE,TTLL4,ZHX1,HNRNPH3,TATDN2,LRPPRC,LY75,MRFAP1L1,WDR62,BRWD3,ESPL1,VPS29,TMEM131,ESYT2,NAT9,NPHP4,AGRN,ST13,NF1,FAM129A,PHRF1,MCCC1,DNAJC24,CSNK2A1,MAP1LC3B,MRPL19,SNAPC4,KRR1,ZNF804A,PCNA,ZNF639,ATG3,IMPAD1,IL6ST,INTS1,TRMU,NOC2L,PPP1R12C,SLC35C2,ASB6,CCAR1,WDR41,VPS13B,TIMM50,COPS8,FYTTD1,TRIM8,CELSR2,NCK1,VHL,FOPNL,LRBA,CKAP2L,LRP5,BRCA1,ESYT1,PBRM1,KMT2C,PRKRA,USP21,ABHD5,EPB41,CHAF1A,ALG3,NAGLU,PPM1G,U2SURP,ATXN2L,QRSL1,KPNA2,STK11,PIEZO1,CLU,CHEK2,COPS6,ZSWIM3,CLN3,SASS6,POT1,DCAF5,CAPN1,FUBP1,SLC12A7,LZTR1,MED13L,RACGAP1,ADCK5,XPNPEP3,DNAJB1,ARID1B,LYAR,RB1,MED10,VMP1,XPA,ZNF335,AHDC1,KIFAP3,KNTC1,SLC12A2,N4BP2,ZNF189,CIC,SUGP2,MEMO1,UTP15,EIF2AK1,KRAS,EIF4G2,GNAS,SDHB,TSC1,PCM1,NAP1L1,CDC27,ORMDL2,PALB2,KLHL15,NLRC5,RBBP4,MYO9A,APOL2,PTDSS1,SMARCD1,GLT8D1,CHMP2A,ASH1L,CYLD,UGP2,ARID2,MDH2,MRPL39,HNRNPUL2,PMS2,SMARCA4,EXT2,PAIP1,MXD1,VAV1,FARSA,ZNF473,MDM2,IARS,WDR44,NVL,CS,TARDBP,CYB5R1,STRAP,DVL2,RLIM,ZNF780B,SELPLG,CYP20A1,FAM72B,KDM1B,NDUFB1,RPS9,RBL1,FASTK,HPS5,WDR59,ANP32E,TMEM101,H3F3A,BRD9,CHID1,SMAD4,PARD3,INTS2,CTDP1,CMAS,RRP15,KLHL21,SHPRH,NUP54,MYO9B,NCAPG,XPR1,FERMT3,WRNIP1,KIF5B,FASTKD3,FGFR3,SLC1A4,PPIG,LDLRAD3,FBL,ORC3,STAT3,ADAM17,CNTN5,NASP,TIMMDC1,ASPM,PSPC1,PPP1R21,ZMYM5,RFFL,ARHGEF12,MEN1,ZNF407,RHOT2,API5,CHCHD6,CDK11A,LEMD2,TPD52L2,HLA-B,ELMO1,FAM110A,ZC3H7B,IMPDH1,TAF12,HRAS,IFI16,GCSH gallbladder gallbladder 0.914288931091989 -0.089608640314014 2885 406 0.156938538848087 2587 17385 23511,7249,9682,440026,1831,5361,4942,26051,50804,51239,1031,22852,5036,25926,9910,6429,11319,23228,117246,81929,5094,988,9736,84527,4893,79065,2551,208,79813,4288,10592,865,9203,91107,79026,4087,1939,23417,138639,311,6749,11325,55119,80331,7204,51715,9744,2683,7155,84133,4853,79577,4849,10615,28985,374395,2280,25896,9343,4436,284695,200576,79888,26986,10959,55109,133418,54505,55253,54881,4605,6016,5339,8289,4580,5605,4548,8165,355,10916,847,2058,2339,23640,3836,79573,5439,79080,2801,139735,5859,9063,84669,116985,55291,10611,29959,11236,1029,1788,1728,9322,23451,143187,598,10308,162,8027,8895,54467,23011,55147,26233,488,22992,6477,79876,54877,1185,1027,7267,25897,51755,113,55602,57130,8872,26502,5209,535,83451,92344,94239,27436,10412,6873,5515,3308,3716,6294,64327,6772,6400,154141,148022,56926,54758,10721,23143,8975,6187,8502,55635,6929,51605,83605,55102,79048,51447,641,2309,3105,152789,65095,84878,51117,10075,5728,1384,5781,53373,2956,10051,57062,2581,55667,84450,143,55690,9790,3784,55288,7784,1316,60558,23499,5140,4924,9146,5426,9654,11244,3189,9797,10128,4065,114932,284403,254065,9700,51699,23505,57488,26151,261734,375790,6767,4763,116496,57661,56922,120526,1457,81631,9801,6621,11103,91752,5111,51193,64422,54928,3572,26173,55687,26155,54776,51006,140459,55749,55255,157680,92609,10920,84248,81603,1952,4690,7428,123811,987,150468,4041,672,23344,55193,58508,8575,27005,51099,2035,10036,10195,4669,5496,23350,11273,55278,3838,6794,9780,1191,11200,10980,140831,1201,163786,25913,8816,823,8880,10723,8216,23389,29127,203054,63929,3337,57492,55646,5925,84246,81671,7507,63925,27245,22920,9735,6558,55728,7743,23152,10147,51072,84135,27102,3845,1982,2778,6390,7248,5108,4673,996,29095,79728,80311,84166,5928,4649,23780,9791,6602,55830,27243,55870,1540,7360,196528,4191,54148,221092,5395,6597,2132,10605,4084,7409,2193,25888,4193,3376,54521,4931,1431,23435,51706,11171,1856,51132,163131,6404,57404,653820,221656,4707,6203,5933,10922,11234,79726,81611,84336,3020,65980,66005,4089,56288,57508,9150,55907,51018,9903,257218,53371,4650,64151,9213,83706,56897,3799,79072,2261,6509,9360,143458,2091,23595,6774,6868,53942,4678,51300,259266,55269,129285,9205,117584,23365,4221,55628,89941,8539,84303,728642,221496,7165,3106,9844,83541,23264,3614,6883,3265,3428,2653 NUP188,TSC2,KDM4A,TMEM41B,TSC22D3,PLXNA1,OAT,PPP1R16B,MYEF2,ANKRD39,CDKN2C,ANKRD26,PA2G4,NOL11,RABGAP1L,SRSF4,ECD,PLCL2,FTSJ3,SEH1L,PCBP2,CDC5L,USP34,ZNF559,NRAS,ATG9A,GABPA,AKT2,EHMT1,MKI67,SMC2,CBFB,ZMYM3,TRIM47,AHNAK,SMAD2,EIF2D,MLYCD,PTPDC1,ANXA11,SSRP1,DDX42,PRPF38B,DNAJC5,TRIO,RAB23,ACAP1,B4GALT1,TOP2B,ZNRF3,NOTCH2,CDC73,CNOT3,SPAG5,MCTS1,TMEM179B,FKBP1A,INTS7,EFTUD2,MSH2,ZNF326,PIKFYVE,LPCAT1,PABPC1,TMED2,AGGF1,EMB,DHX29,TYW1,TEX10,MYBL2,RIT1,PLEC,ARID1A,MTX1,MAP2K2,MTR,AKAP1,FAS,MAGED2,CAT,EPRS,FNTA,HSPBP1,KPNA1,TTC13,POLR2J,CCDC86,GOLGA2,ZFP92,QARS,PIAS2,USP32,ARAP1,PPP6R3,PDLIM5,NRBP1,RNF139,CDKN2A,DNMT3A,NQO1,TRIP10,SF3B1,VTI1A,BCL2L1,ZNF267,AP1B1,STAM,CPNE3,ANKIB1,RAB21,RBM23,FBXL6,ATP2A2,KDM2A,SIAH1,UBA5,ZCCHC2,CLCN6,CDKN1B,TTC3,RNF19A,CDK12,ADCY7,CDKN2AIP,ATP13A1,CDC123,NARF,PFKFB3,ATP6V0A1,ABHD11,GORAB,H2AFV,EML4,NSA2,TAF2,PPP2CA,HSPA4,JAK1,SAFB,LMBR1,STAT1,SEL1L,MBOAT1,TICAM1,NCLN,KLHDC4,POLQ,LRCH1,USP13,RPS2,PKP4,DEPDC1,TCF3,TRMT6,CCM2,ATG2B,SECISBP2,IP6K2,BLM,FOXO3,HLA-A,JAKMIP1,KRI1,ZBTB45,COQ4,HUWE1,PTEN,CRAT,PTPN11,TPCN1,MSH6,SMC4,DDX24,GALC,DENND4C,ZNF512,PARP4,PACS1,BMS1,KCNQ1,RHOT1,ZP3,KLF6,GUF1,MACF1,PDE3B,NUCB1,HGS,POLE,TTLL4,ZHX1,HNRNPH3,TATDN2,LRPPRC,LY75,MRFAP1L1,WDR62,BRWD3,ESPL1,VPS29,TMEM131,ESYT2,NAT9,NPHP4,AGRN,ST13,NF1,FAM129A,PHRF1,MCCC1,DNAJC24,CSNK2A1,MAP1LC3B,MRPL19,SNAPC4,KRR1,ZNF804A,PCNA,ZNF639,ATG3,IMPAD1,IL6ST,INTS1,TRMU,NOC2L,PPP1R12C,SLC35C2,ASB6,CCAR1,WDR41,VPS13B,TIMM50,COPS8,FYTTD1,TRIM8,CELSR2,NCK1,VHL,FOPNL,LRBA,CKAP2L,LRP5,BRCA1,ESYT1,PBRM1,KMT2C,PRKRA,USP21,ABHD5,EPB41,CHAF1A,ALG3,NAGLU,PPM1G,U2SURP,ATXN2L,QRSL1,KPNA2,STK11,PIEZO1,CLU,CHEK2,COPS6,ZSWIM3,CLN3,SASS6,POT1,DCAF5,CAPN1,FUBP1,SLC12A7,LZTR1,MED13L,RACGAP1,ADCK5,XPNPEP3,DNAJB1,ARID1B,LYAR,RB1,MED10,VMP1,XPA,ZNF335,AHDC1,KIFAP3,KNTC1,SLC12A2,N4BP2,ZNF189,CIC,SUGP2,MEMO1,UTP15,EIF2AK1,KRAS,EIF4G2,GNAS,SDHB,TSC1,PCM1,NAP1L1,CDC27,ORMDL2,PALB2,KLHL15,NLRC5,RBBP4,MYO9A,APOL2,PTDSS1,SMARCD1,GLT8D1,CHMP2A,ASH1L,CYLD,UGP2,ARID2,MDH2,MRPL39,HNRNPUL2,PMS2,SMARCA4,EXT2,PAIP1,MXD1,VAV1,FARSA,ZNF473,MDM2,IARS,WDR44,NVL,CS,TARDBP,CYB5R1,STRAP,DVL2,RLIM,ZNF780B,SELPLG,CYP20A1,FAM72B,KDM1B,NDUFB1,RPS9,RBL1,FASTK,HPS5,WDR59,ANP32E,TMEM101,H3F3A,BRD9,CHID1,SMAD4,PARD3,INTS2,CTDP1,CMAS,RRP15,KLHL21,SHPRH,NUP54,MYO9B,NCAPG,XPR1,FERMT3,WRNIP1,KIF5B,FASTKD3,FGFR3,SLC1A4,PPIG,LDLRAD3,FBL,ORC3,STAT3,ADAM17,CNTN5,NASP,TIMMDC1,ASPM,PSPC1,PPP1R21,ZMYM5,RFFL,ARHGEF12,MEN1,ZNF407,RHOT2,API5,CHCHD6,CDK11A,LEMD2,TPD52L2,HLA-B,ELMO1,FAM110A,ZC3H7B,IMPDH1,TAF12,HRAS,IFI16,GCSH skin-acral-malignant_melanoma skin-acral-malignant_melanoma 0.919315212922736 -0.0841262198726121 265 32 0.012369540007731 2587 17385 59269,7040,4893,55355,9703,51056,4763,55667,64848,5879,56992,10947,990,5361,374291,51293,355,6745,55677,79026,9342,9138,5537,54496,8648,6949,10130,3265,1029,56288,157680,10721 HIVEP3,TGFB1,NRAS,HJURP,KIAA0100,LAP3,NF1,DENND4C,YTHDC2,RAC1,KIF15,AP3M2,CDC6,PLXNA1,NDUFS7,CD320,FAS,SSR1,IWS1,AHNAK,SNAP29,ARHGEF1,PPP6C,PRMT7,NCOA1,TCOF1,PDIA6,HRAS,CDKN2A,PARD3,VPS13B,POLQ myelodysplastic_syndrome myelodysplastic_syndrome 0.922222808300246 -0.0809684270275779 1191 161 0.0622342481638964 2587 17385 10154,4763,1457,1659,55585,1432,6574,29904,91752,1031,1020,27,23225,10783,221895,2120,1408,1786,6733,5347,1263,23020,4893,208,7428,55872,9874,9212,58508,9262,84444,4216,10972,3984,6794,6041,11200,10808,5562,7204,8621,203054,440275,6018,64319,115201,5925,622,1612,23545,23194,90678,5261,1456,10945,10113,223,3475,221937,6746,3845,8491,27102,5605,1613,55843,84295,84930,2778,23523,84280,4217,1017,29959,1029,1788,10989,112858,51192,196528,5894,23512,23304,6195,23451,9778,288,83540,283899,5566,4067,11344,1399,23683,5164,9110,7586,1027,7267,80254,51755,57147,79031,147949,1477,51132,23476,9448,9088,85461,10155,5515,3416,3716,1198,10922,28996,11329,23335,55192,2620,2521,3020,5594,4089,54532,56288,8899,23143,57508,55191,4126,64222,57410,1452,55681,2261,5728,5781,6774,818,4644,5170,1455,5530,387,79836,140609,259266,55667,55227,55628,2011,5595,5426,5597,23264,439,26750,10114,3265 PLXNC1,NF1,CSNK2A1,DHX8,UBE2Q1,MAPK14,SLC20A1,EEF2K,ZNF804A,CDKN2C,CDK5,ABL2,NUP210,NEK6,JAZF1,ETV6,CRY2,DNMT1,SRPK2,PLK1,PLK3,SNRNP200,NRAS,AKT2,VHL,PBK,TLK1,AURKB,KMT2C,STK17B,DOT1L,MAP3K4,TMED10,LIMK1,STK11,RNASEL,CHEK2,HSPH1,PRKAA1,TRIO,CDK13,ADCK5,EIF2AK4,RLF,FBRS,ATG4A,RB1,BDH1,DAPK1,ATP6V0A2,FBXL7,LRSAM1,PHKG2,CSNK1G3,KDELR1,PREB,ALDH9A1,IFRD1,FOXK1,SSR2,KRAS,MAP4K3,EIF2AK1,MAP2K2,DAPK3,ARHGAP15,PHF6,MASTL,GNAS,CABIN1,BTBD10,MAP3K5,CDK2,NRBP1,CDKN2A,DNMT3A,IMMT,TP53RK,CKLF,ARID2,RAF1,SUZ12,UBR2,RPS6KA1,SF3B1,KIAA0232,ANK3,NUF2,INO80E,PRKACA,LYN,TWF2,CRKL,PRKD3,PDK2,MTMR4,ZKSCAN1,CDKN1B,TTC3,CEP63,CDK12,SCYL3,PDCL3,ZNF583,CSTF1,RLIM,BRD4,MAP4K4,PKMYT1,TANC1,TRIM28,PPP2CA,IDE,JAK1,CLK3,FASTK,HIPK2,STK38,WDR7,DNAJC17,GAS2,FUS,H3F3A,MAPK1,SMAD4,USP53,PARD3,PRPF4B,LRCH1,INTS2,NADSYN1,MANBA,TOR3A,SCYL1,CSNK1A1,SCYL2,FGFR3,PTEN,PTPN11,STAT3,CAMK2G,MYO5A,PDPK1,CSNK1G2,PPP3CA,RHOA,LONRF3,NEK7,ASPM,DENND4C,LRRC1,ZNF407,MARK2,MAPK3,POLE,MAPK6,ZC3H7B,ASNA1,RPS6KC1,HIPK3,HRAS haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-myelodysplastic_syndrome haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-myelodysplastic_syndrome 0.922222808300246 -0.0809684270275779 1191 161 0.0622342481638964 2587 17385 10154,4763,1457,1659,55585,1432,6574,29904,91752,1031,1020,27,23225,10783,221895,2120,1408,1786,6733,5347,1263,23020,4893,208,7428,55872,9874,9212,58508,9262,84444,4216,10972,3984,6794,6041,11200,10808,5562,7204,8621,203054,440275,6018,64319,115201,5925,622,1612,23545,23194,90678,5261,1456,10945,10113,223,3475,221937,6746,3845,8491,27102,5605,1613,55843,84295,84930,2778,23523,84280,4217,1017,29959,1029,1788,10989,112858,51192,196528,5894,23512,23304,6195,23451,9778,288,83540,283899,5566,4067,11344,1399,23683,5164,9110,7586,1027,7267,80254,51755,57147,79031,147949,1477,51132,23476,9448,9088,85461,10155,5515,3416,3716,1198,10922,28996,11329,23335,55192,2620,2521,3020,5594,4089,54532,56288,8899,23143,57508,55191,4126,64222,57410,1452,55681,2261,5728,5781,6774,818,4644,5170,1455,5530,387,79836,140609,259266,55667,55227,55628,2011,5595,5426,5597,23264,439,26750,10114,3265 PLXNC1,NF1,CSNK2A1,DHX8,UBE2Q1,MAPK14,SLC20A1,EEF2K,ZNF804A,CDKN2C,CDK5,ABL2,NUP210,NEK6,JAZF1,ETV6,CRY2,DNMT1,SRPK2,PLK1,PLK3,SNRNP200,NRAS,AKT2,VHL,PBK,TLK1,AURKB,KMT2C,STK17B,DOT1L,MAP3K4,TMED10,LIMK1,STK11,RNASEL,CHEK2,HSPH1,PRKAA1,TRIO,CDK13,ADCK5,EIF2AK4,RLF,FBRS,ATG4A,RB1,BDH1,DAPK1,ATP6V0A2,FBXL7,LRSAM1,PHKG2,CSNK1G3,KDELR1,PREB,ALDH9A1,IFRD1,FOXK1,SSR2,KRAS,MAP4K3,EIF2AK1,MAP2K2,DAPK3,ARHGAP15,PHF6,MASTL,GNAS,CABIN1,BTBD10,MAP3K5,CDK2,NRBP1,CDKN2A,DNMT3A,IMMT,TP53RK,CKLF,ARID2,RAF1,SUZ12,UBR2,RPS6KA1,SF3B1,KIAA0232,ANK3,NUF2,INO80E,PRKACA,LYN,TWF2,CRKL,PRKD3,PDK2,MTMR4,ZKSCAN1,CDKN1B,TTC3,CEP63,CDK12,SCYL3,PDCL3,ZNF583,CSTF1,RLIM,BRD4,MAP4K4,PKMYT1,TANC1,TRIM28,PPP2CA,IDE,JAK1,CLK3,FASTK,HIPK2,STK38,WDR7,DNAJC17,GAS2,FUS,H3F3A,MAPK1,SMAD4,USP53,PARD3,PRPF4B,LRCH1,INTS2,NADSYN1,MANBA,TOR3A,SCYL1,CSNK1A1,SCYL2,FGFR3,PTEN,PTPN11,STAT3,CAMK2G,MYO5A,PDPK1,CSNK1G2,PPP3CA,RHOA,LONRF3,NEK7,ASPM,DENND4C,LRRC1,ZNF407,MARK2,MAPK3,POLE,MAPK6,ZC3H7B,ASNA1,RPS6KC1,HIPK3,HRAS skin-hand-carcinoma-squamous_cell_carcinoma skin-hand-carcinoma-squamous_cell_carcinoma 0.92361144521544 -0.0794638096172947 414 52 0.0201005025125628 2587 17385 6096,10723,9595,21,28986,84614,2138,116496,1063,53371,56990,10308,4853,10227,152789,667,2261,120,27154,1808,1185,11151,11319,5464,29886,56893,51520,83696,4893,7428,133418,55269,55253,10147,4605,6310,3845,3384,8087,8661,90957,10492,84193,113130,23335,116985,57472,54480,3265,8650,1029,9841 RORB,SLC12A7,CYTIP,ABCA3,MAGEH1,ZBTB37,EYA1,FAM129A,CENPF,NUP54,CDC42SE2,ZNF267,NOTCH2,MFSD10,JAKMIP1,DST,FGFR3,ADD3,BRPF3,DPYSL2,CLCN6,CORO1A,ECD,PPA1,SNX8,UBQLN4,LARS,TRAPPC9,NRAS,VHL,EMB,PSPC1,TYW1,SUGP2,MYBL2,ATXN1,KRAS,ICAM2,FXR1,EIF3A,DHX57,SYNCRIP,SETD3,CDCA5,WDR7,ARAP1,CNOT6,CHPF2,HRAS,NUMB,CDKN2A,ZBTB24 thyroid-carcinoma thyroid-carcinoma 0.927943717102575 -0.0747841977091512 4219 599 0.231542327019714 2587 17385 89845,1659,5936,10838,29904,1031,1020,8774,55172,5887,23047,1785,11319,55233,25976,9736,27315,4893,56992,54531,11083,8541,23463,30968,91107,79026,55717,56852,8312,399687,25824,4358,23417,527,84851,83752,27250,5214,84275,11325,59269,4729,79142,7204,6522,84133,2145,440275,9126,8894,9783,1954,9343,26986,51386,3475,55109,7916,29035,9821,23560,4605,9100,54887,54948,9139,7458,9782,23,1528,10916,3836,93081,57472,22902,3073,11236,7756,84079,3735,21,55809,288,23038,143187,283899,10308,10539,153396,85021,7920,23683,488,57533,1185,51434,143684,23144,113,8904,79956,57120,9448,1871,5209,10553,157313,85461,64599,3796,6873,5830,29927,23335,8161,136051,91404,51605,83605,10211,80143,55102,9354,51447,2113,203427,168374,79660,26273,3696,283459,10075,5511,11108,339324,4676,374655,8128,200916,6277,6709,7083,2987,84450,23313,57380,3939,54545,117177,10212,27340,9817,5426,8030,10128,114932,23179,5660,168451,9984,84919,116496,9919,64756,11103,200424,9231,27,26173,118813,79892,10057,5796,157680,10635,7430,150468,4041,57050,672,10195,10555,1107,60,221336,23272,163050,8216,64761,1063,10664,51142,8621,139818,57492,51735,5925,56913,9738,81671,155061,10999,2733,9794,90678,10113,9267,11057,65985,2181,262,157922,3845,10277,1982,26060,3663,166379,51562,2803,5108,79728,10492,5634,116224,84280,4649,123606,9092,196528,2305,8655,26092,4067,10134,533,5687,26015,90864,55114,1182,1371,65010,4773,64421,9129,7416,57602,51031,476,3416,8449,22937,90592,11329,137886,10922,80818,55192,8648,283377,66005,4089,56288,7705,51530,127002,57508,83596,55191,9150,54495,23647,55922,56996,23062,55681,10844,4189,5771,9456,215,84172,29890,56342,79657,91746,55197,6643,9044,26240,89941,9416,782,150726,11196,7030,55247,1486,56987,2734,10868,3516,91782,3428,79717,7798,5589,1831,79073,54187,22852,5036,8853,55010,245812,1786,988,6731,80228,79065,208,4288,51809,7763,8661,84444,54502,3703,51747,3688,55526,10313,23586,114825,10808,55119,22919,3133,63922,84890,388272,9744,22839,9493,10237,4853,55015,6242,60314,622,4436,1612,94120,1936,9648,157506,79837,5339,10452,5315,55818,219988,221830,84295,7520,79139,159,2058,27153,10169,2801,113452,51586,47,116985,81610,9063,80124,23523,55291,9604,91768,1029,1788,9322,5894,23451,5879,9778,8664,9500,64112,7626,6464,22992,5899,9110,6477,115,7267,389677,51755,10576,10982,4289,2077,8452,56262,8697,23431,10155,23085,3308,3716,54487,6772,3014,22926,22954,22984,10721,55593,9612,4719,8502,338692,4204,4126,55732,6929,83461,8604,6697,54497,84991,5728,1384,9055,5781,8313,1265,58505,10370,56912,2956,54958,2648,55667,3609,55227,153642,1316,23499,2011,5052,9654,55238,1655,284403,9700,10154,29855,4763,57661,2030,11004,10629,84196,55299,29978,8678,6621,78991,667,91752,5906,998,2806,55094,9278,6733,10522,55775,51520,54819,81603,4690,7428,11054,58508,10036,25929,80319,54014,9825,11273,4253,56904,9031,6794,11200,55568,158427,8816,8992,9777,23389,7072,9159,51593,7270,55646,51514,63925,55728,9114,1456,10906,55074,55832,2778,4673,146198,5306,5928,6625,23780,9841,4152,79585,55870,54737,221092,6597,23155,3661,11344,2132,8078,2193,3376,9928,5537,54989,57147,51132,5450,26048,5695,7456,163590,23705,8666,8050,7818,10236,6778,79726,84336,80709,19,8760,9320,839,25875,5074,4650,23142,9213,4121,79072,2261,9360,53918,8125,9181,143458,4644,57185,79957,60481,4678,259266,92797,129285,23186,3275,55628,221496,3106,5976,29028,9844,80152,114785,528,57178,3265 ABCC10,DHX8,RBM4,ZNF275,EEF2K,CDKN2C,CDK5,NAPG,DNAAF2,RAD23B,PDS5B,DNM2,ECD,MOB1A,TIPARP,USP34,PGAP2,NRAS,KIF15,MIER2,DIDO1,PPFIA3,ICMT,STOML2,TRIM47,AHNAK,WDR11,RAD18,AXIN1,MYO18A,PRDX5,MPV17,MLYCD,ATP6V0C,TRIM52,LONP2,PDCD4,PFKP,SLC25A33,DDX42,HIVEP3,NDUFV2,PHF23,TRIO,SLC4A2,ZNRF3,EZH1,EIF2AK4,SMC3,EIF2S2,RIMS3,MEGF8,EFTUD2,PABPC1,EIF3L,IFRD1,AGGF1,PRRC2A,C16orf72,RB1CC1,GTPBP4,MYBL2,USP10,UHRF1BP1,MRPL16,CBFA2T2,EIF4H,MATR3,ABCF1,CYB5A,MAGED2,KPNA1,TEX30,CNOT6,RUFY3,HEXA,RNF139,ZNF207,ANKRD27,KARS,ABCA3,TRERF1,ANK3,WDTC1,VTI1A,INO80E,ZNF267,GLRX3,TMEM161B,REPS1,ABHD16A,PRKD3,ATP2A2,TBC1D14,CLCN6,ANAPC7,FAM76B,ZC3H3,ADCY7,CPNE1,ERMP1,GOPC,MAP4K4,E2F3,PFKFB3,HTATIP2,CDCA2,TANC1,GIGYF1,KIF2A,TAF2,PEX5,SEC61A1,WDR7,COIL,ZNF786,SESTD1,TRMT6,CCM2,FLOT1,SIKE1,ATG2B,UBE4A,IP6K2,ETS1,SLC25A43,ZNF92,PPP1R3B,FBXO3,ITGB8,GATC,HUWE1,PPP1R8,PRDM4,ZNF260,NAP1L4,ZNF710,ST8SIA2,RPL22L1,S100A6,SPTAN1,TK1,GUK1,ZNF512,KIAA0930,MRS2,LDHA,MTMR12,RAB3IP,DDX39A,UTP20,KEAP1,POLE,CCDC6,LRPPRC,MRFAP1L1,RGL1,PSAP,THAP5,THOC1,PPP1R15B,FAM129A,SEC16A,ATPAF1,KRR1,TET3,DLG5,ABL2,INTS1,ZFYVE27,MCMBP,ABCC5,PTPRK,VPS13B,RAD51AP1,EZR,CKAP2L,LRP5,UTP3,BRCA1,ALG3,AGPAT2,CHD3,ACTB,BEND6,FAM208A,ZNF564,LZTR1,PARP12,CENPF,CTCF,CHCHD2,CDK13,DOCK11,ARID1B,RAPGEF6,RB1,C1GALT1,CCP110,VMP1,ZNF746,SLC27A4,GLE1,MAML1,LRSAM1,PREB,CYTH1,ABHD2,AACS,ACSL3,AMD1,CAMSAP1,KRAS,UBE4B,EIF4G2,APPL1,IRF5,BBS12,MBIP,GOLGA4,PCM1,PALB2,SYNCRIP,PRPS2,FAM122A,BTBD10,MYO9A,NIPA1,SART1,ARID2,FOXM1,DYNLL1,TOR1AIP1,LYN,BCAP31,ATP6V0B,PSMA6,RPAP1,SPSB3,ARHGAP17,CLCN3,CPOX,SLC26A6,NFATC2,DCLRE1C,PRPF3,VDAC1,USP36,GLOD4,ATP1A1,IDE,DHX16,SCAP,ZNF700,STK38,UBXN2B,FASTK,ZNF436,DNAJC17,NCOA1,SPRYD4,CHID1,SMAD4,PARD3,ZNF146,ZC3HC1,ATXN7L2,INTS2,BCL2L12,NADSYN1,CTDP1,TMX3,ARFIP2,NKRF,SLC12A9,GGA2,SCYL2,TUBGCP2,DNAJB9,PTPN2,HOMER1,ABCD1,POLR1B,RBM15B,PPAN,RPAP3,YTHDC1,RPRD1A,SNX2,BTAF1,FAM50B,RHOT2,DDX23,CACNB1,FBXO41,SEC23IP,TFE3,NEIL3,CTBS,BBX,GLG1,USP20,RBPJ,CHMP7,IFI16,PPCS,LUZP1,PRKCSH,TSC22D3,TMEM109,NANS,ANKRD26,PA2G4,ASAP2,PARPBP,CNPY4,DNMT1,CDC5L,SRP72,ORAI2,ATG9A,AKT2,MKI67,GALNT7,ZFAND5,EIF3A,DOT1L,RBM47,STT3A,LUC7L3,ITGB1,DHTKD1,RTN3,DDX58,PWWP2A,HSPH1,PRPF38B,MAPRE1,HLA-E,CHTF18,ADO,C16orf87,ACAP1,DLGAP4,KIF23,SLC35B1,NOTCH2,PRPF39,RTKN,C12orf10,BDH1,MSH2,DAPK1,SYTL3,EEF1D,GCC2,RDH10,PIP4K2C,PLEC,TOMM40,PKM,KDM3A,PATL1,TWISTNB,PHF6,XRCC5,DERL1,ADSS,EPRS,ZNF777,SERF2,GOLGA2,TMEM54,MED15,ACLY,ARAP1,FAM83D,PIAS2,VCPIP1,CABIN1,PPP6R3,RNF14,CABLES1,CDKN2A,DNMT3A,TRIP10,RAF1,SF3B1,RAC1,KIAA0232,EIF3D,MAGED1,MOAP1,ZNF75D,SHC1,KDM2A,RALB,MTMR4,SIAH1,ADCY9,TTC3,RBM12B,CDK12,CCT2,MAPRE2,MKLN1,ERF,CUL3,LRRC8A,CDC23,AP4E1,TRIM28,ERC1,HSPA4,JAK1,DGCR8,STAT1,H2AFX,ATF6,TRIM32,PDCD11,POLQ,OTUD5,NCOR2,NDUFS1,PKP4,ANKRD13D,MECP2,MANBA,C1orf112,TCF3,CDCA3,SLC25A12,SPR,HEATR5B,RBM17,PTEN,CRAT,PRC1,PTPN11,AXIN2,CNN2,OSTC,CITED2,IFT46,MSH6,TMEM160,KAT2A,DENND4C,ILF3,LRRC1,ARSK,KLF6,MACF1,MARK2,PRDX1,TTLL4,SLC38A7,DDX5,WDR62,ESPL1,PLXNC1,UBN1,NF1,PHRF1,SLC29A1,KIF2C,TAF6L,USP48,BRIX1,UBQLN2,BECN1,SNAPC4,PCYOX1L,DST,ZNF804A,RAP1A,CDC42,GOT2,GPATCH1,ZBTB22,SRPK2,DEAF1,TDP1,LARS,ZCCHC10,TRIM8,NCK1,VHL,OGFR,KMT2C,CHAF1A,GEMIN5,CXXC4,BRWD1,SPATA2,ATXN2L,MIA2,SH3GLB2,BAZ1B,STK11,CHEK2,GALNT10,TSTD2,DCAF5,ATP6V0E1,TM9SF4,MED13L,TIA1,PCSK7,SRRT,TTF1,LYAR,DTL,ZNF335,N4BP2,ATP6V0D1,CSNK1G3,TRAFD1,OXR1,CAND1,GNAS,NAP1L1,ZFP90,PITPNA,RBBP4,SNRNP70,APOL2,ZBTB24,MBD1,CORO7,ASH1L,MPHOSPH8,HNRNPUL2,SMARCA4,CLCC1,IRF3,TWF2,EXT2,USP5,FARSA,IARS,KIF14,PPP6C,ZNF770,SCYL3,RLIM,POU2AF1,ZNF500,PSMB7,WIPF1,TOR1AIP2,CADM1,EIF3G,PDHX,DAP3,HNRNPR,STAT6,WDR59,TMEM101,AKNA,ABCA1,CDS2,TRIP12,CASP6,LETMD1,PAWR,MYO9B,DCUN1D4,XPR1,MAN1A1,FASTKD3,FGFR3,PPIG,PELO,ANP32A,ARHGEF2,LDLRAD3,MYO5A,NIPAL3,PAQR6,ELOVL5,NASP,ASPM,HELB,PPP1R21,RCOR1,PRMT2,ZNF407,LEMD2,HLA-B,UPF1,ATAD2,ELMO1,CENPT,MBD6,ATP6V1C1,ZMIZ1,HRAS prostate-adenoma prostate-adenoma 0.929980878541397 -0.0725912537543848 1665 228 0.0881329725550831 2587 17385 5412,23511,7249,9682,29801,56922,1659,51110,22933,84196,55215,286826,667,9775,221895,55094,9929,6102,25976,9830,5796,51520,10522,23020,1952,987,9874,4288,3185,79751,3594,23559,672,23344,58508,55707,9203,10036,4122,54623,25929,10555,9825,51388,1107,1939,56904,11101,55568,7596,10980,25913,5700,51068,64393,83752,6749,10808,8216,55355,9703,7204,6240,22839,128387,9159,3337,4125,5532,139818,7633,7270,169714,23165,54606,9738,9783,54872,29969,200576,9794,5464,221061,94120,7743,7264,54505,9219,10147,27102,79896,79001,7458,1982,8165,132884,55832,64418,996,27316,1633,4783,47,84669,55625,23523,55627,6949,2821,4649,30844,9701,5928,118472,54583,84079,21,55870,831,23304,25886,11316,29789,83549,4627,81614,9667,1105,8895,6135,3181,1666,4899,6464,1431,57122,23144,58490,60560,2760,1639,9550,51132,83891,55114,55602,143471,10450,535,5209,92344,8697,221656,57602,284325,27335,476,8881,6778,5709,79823,23335,81611,80709,27107,66005,19,10098,84306,56288,23143,9371,353274,9320,55732,4126,2138,10211,9213,3105,4121,10682,84991,27252,5728,10075,9632,6238,9776,26019,64794,215,89910,55761,23595,10559,6709,91746,4678,2648,259266,9205,7156,23593,9238,9382,54545,117177,153642,23499,3832,2011,6117,10897,4924,81930,5426,55238,9654,114882,10128,6428,5660,34,26750,3476,7392,11065 UBL3,NUP188,TSC2,KDM4A,ZDHHC8,MCCC1,DHX8,LACTB2,SIRT2,USP48,FANCI,LIN9,DST,EIF4A3,JAZF1,GPATCH1,JOSD1,RP2,TIPARP,TRIM14,PTPRK,LARS,DEAF1,SNRNP200,CELSR2,LRBA,TLK1,MKI67,HNRNPF,SLC25A22,IL12RB1,WBP1,BRCA1,ESYT1,KMT2C,NECAP2,ZMYM3,CHAF1A,MAN2A2,PAF1,GEMIN5,AGPAT2,SPATA2,NIP7,CHD3,EIF2D,SH3GLB2,ATE1,GALNT10,ZNF45,COPS6,POT1,PSMC1,NMD3,ZMAT3,LONP2,SSRP1,HSPH1,LZTR1,HJURP,KIAA0100,TRIO,RRM1,DLGAP4,TATDN3,PCSK7,DNAJB1,MAN2B1,PPP3CB,DOCK11,ZNF79,TTF1,QSOX2,NUP205,DDX56,CCP110,RIMS3,PIGG,MDFIC,PIKFYVE,MAML1,PPA1,FAM171A1,SYTL3,ZNF189,TSTA3,DHX29,MTA2,SUGP2,EIF2AK1,THNSL1,VKORC1,EIF4H,EIF4G2,AKAP1,EVC2,CAND1,TMEM168,CDC27,RBMX,DCK,NFIL3,ACLY,USP32,ZDHHC7,CABIN1,SMPD4,TCOF1,GPI,MYO9A,EHD4,PPP6R2,RBBP4,ZNF511,EGLN1,ANKRD27,ABCA3,ASH1L,CAST,UBR2,POC1A,COPE,OLA1,UCK1,MYH9,NIPA2,SAFB2,CHD1,CPNE3,RPL11,HNRNPA2B1,DECR1,NRF1,SHC1,CS,NUP107,ZC3H3,RPRD1B,NAA35,GM2A,DCTN1,ATP6V1G1,RLIM,SNX25,ARHGAP17,CDKN2AIP,PSMA8,PPIE,ATP6V0A1,PFKFB3,GORAB,CDC23,KDM1B,USP36,C19orf54,EIF3K,ATP1A1,CDC16,STAT6,PSMD3,CAMKMT,WDR7,ANP32E,AKNA,ZBTB11,CHID1,ABCA1,TSPAN5,PDCD2L,PARD3,LRCH1,KIF3B,ZNF445,TRIP12,C1orf112,MANBA,EYA1,FLOT1,XPR1,HLA-A,MAN1A1,EBP,RBM17,KLHL20,PTEN,HUWE1,SEC24C,RRBP1,ATG13,UPF2,DDX31,ABCD1,UBE3B,TTC17,ORC3,SLC35A1,SPTAN1,YTHDC1,NASP,KAT2A,ASPM,ZMYM5,TOP3A,HEBP2,TBRG4,COG1,MTMR12,RAB3IP,ARSK,MACF1,KIF11,MARK2,RPA1,YIF1A,NUCB1,KIF18A,POLE,SLC38A7,TTLL4,OSBPL8,LRPPRC,SRSF3,PSAP,ACADM,RPS6KC1,IGBP1,USF2,UBE2C pleura-pulmonary_blastoma pleura-pulmonary_blastoma 0.930847405443691 -0.071659919066079 656 85 0.0328565906455354 2587 17385 55870,8802,196528,4763,64743,116496,288,4627,10629,9919,10992,79595,7812,23225,1185,84154,27247,389677,26097,23228,60560,1182,4893,10450,4288,57404,535,85461,2287,84444,10036,55608,3716,10972,55293,22937,23350,6772,56926,138639,311,8745,26088,63922,51506,54495,4853,440275,8702,56339,57492,10615,56259,10075,23303,9055,215,200576,54882,10499,79587,83696,9821,10147,55074,54887,9790,117177,5339,55818,26060,4548,9782,23154,8165,6257,132884,10016,57544,10492,996,84078,64782,23523,6878 ASH1L,SUCLG1,ARID2,NF1,WDR13,FAM129A,ANK3,MYH9,TAF6L,SEC16A,SF3B2,SAP130,CSDE1,NUP210,CLCN6,RPF2,NFU1,RBM12B,CHTOP,PLCL2,NAA35,CLCN3,NRAS,PPIE,MKI67,CYP20A1,ATP6V0A1,TANC1,FKBP3,DOT1L,CHAF1A,ANKRD10,JAK1,TMED10,UEVLD,SCAP,U2SURP,STAT1,NCLN,PTPDC1,ANXA11,ADAM23,GGA1,CHTF18,UFC1,TMX3,NOTCH2,EIF2AK4,B4GALT4,METTL3,ARID1B,SPAG5,CTNNBL1,HUWE1,KIF13B,PRC1,ABCD1,PIKFYVE,ANKHD1,NCOA2,CARS2,TRAPPC9,RB1CC1,SUGP2,OXR1,UHRF1BP1,BMS1,RAB3IP,PLEC,KDM3A,APPL1,MTR,MATR3,NCDN,AKAP1,RXRB,EVC2,PDCD6,TXNDC16,SYNCRIP,CDC27,KBTBD7,AEN,CABIN1,TAF6 pulmonary_blastoma pulmonary_blastoma 0.930847405443691 -0.071659919066079 656 85 0.0328565906455354 2587 17385 55870,8802,196528,4763,64743,116496,288,4627,10629,9919,10992,79595,7812,23225,1185,84154,27247,389677,26097,23228,60560,1182,4893,10450,4288,57404,535,85461,2287,84444,10036,55608,3716,10972,55293,22937,23350,6772,56926,138639,311,8745,26088,63922,51506,54495,4853,440275,8702,56339,57492,10615,56259,10075,23303,9055,215,200576,54882,10499,79587,83696,9821,10147,55074,54887,9790,117177,5339,55818,26060,4548,9782,23154,8165,6257,132884,10016,57544,10492,996,84078,64782,23523,6878 ASH1L,SUCLG1,ARID2,NF1,WDR13,FAM129A,ANK3,MYH9,TAF6L,SEC16A,SF3B2,SAP130,CSDE1,NUP210,CLCN6,RPF2,NFU1,RBM12B,CHTOP,PLCL2,NAA35,CLCN3,NRAS,PPIE,MKI67,CYP20A1,ATP6V0A1,TANC1,FKBP3,DOT1L,CHAF1A,ANKRD10,JAK1,TMED10,UEVLD,SCAP,U2SURP,STAT1,NCLN,PTPDC1,ANXA11,ADAM23,GGA1,CHTF18,UFC1,TMX3,NOTCH2,EIF2AK4,B4GALT4,METTL3,ARID1B,SPAG5,CTNNBL1,HUWE1,KIF13B,PRC1,ABCD1,PIKFYVE,ANKHD1,NCOA2,CARS2,TRAPPC9,RB1CC1,SUGP2,OXR1,UHRF1BP1,BMS1,RAB3IP,PLEC,KDM3A,APPL1,MTR,MATR3,NCDN,AKAP1,RXRB,EVC2,PDCD6,TXNDC16,SYNCRIP,CDC27,KBTBD7,AEN,CABIN1,TAF6 large_intestine-rectum-adenoma large_intestine-rectum-adenoma 0.937162634897249 -0.0648984420109195 99 10 0.00386548125241593 2587 17385 170394,2086,4893,5728,6794,3845,11083,4089,3265,5796 PWWP2B,ERV3-1,NRAS,PTEN,STK11,KRAS,DIDO1,SMAD4,HRAS,PTPRK pharynx pharynx 0.938604508448886 -0.0633610722571724 2761 385 0.148821028218013 2587 17385 65986,25957,9682,89845,30827,7329,26051,255520,26263,1031,5036,23047,245812,27097,23228,9736,8615,22836,4893,83693,4288,3185,54531,389072,51005,11083,23326,4171,84444,4216,79026,3703,8312,7174,399687,8473,23417,7188,83752,8704,23586,65005,9703,23708,7410,5562,56172,6240,22839,64781,5827,4125,440275,4853,56339,57599,3632,1954,9783,1612,54872,1537,64976,200576,79902,221061,1936,23515,9648,79171,7916,9219,54881,11253,23560,79837,4605,9452,54887,5339,8289,94097,5605,221830,355,7520,27153,139735,9063,55198,1029,11336,162979,21,84324,1788,9816,23451,288,22974,91252,4627,153396,8027,8895,85021,390916,334,23059,890,25909,5899,51096,115,25897,80254,389677,23144,79571,22875,23476,2077,51340,1153,5209,56262,10553,4209,23085,4144,90957,11198,56981,51321,5889,3094,3716,28996,23335,148022,92806,23300,23143,8745,9612,8502,9334,254428,4126,22927,6929,83605,22906,79048,9354,2113,11020,2309,54497,3105,11060,152789,55186,26273,5708,283459,10075,5728,1384,55835,9138,339324,5781,26046,6143,124565,4676,1385,10651,2956,6709,140609,143,3609,54545,23252,55227,3832,23499,5140,90121,27340,4924,6573,6448,84061,55238,11244,9797,4236,7027,4065,4725,84875,9700,1642,50619,1314,10154,4839,29855,4763,116496,29907,10969,84196,29978,9919,80230,6621,51076,55215,79943,10992,11103,200424,667,9775,84662,57721,10745,200081,54776,79892,10460,55255,10057,23020,1952,11176,8813,7428,987,150468,397,4041,58508,11054,55707,10195,80319,1107,55699,6794,55568,1191,140831,1201,158427,163786,25913,5700,8816,79760,8880,22928,23232,8216,64689,9777,79724,4666,23389,5997,139818,51593,51735,84236,5925,9738,84246,155061,9646,191,9794,9690,55728,4363,223,10906,50717,2629,3845,79896,79811,55544,9636,9397,132884,2778,7248,84166,79672,5928,30844,4649,79022,9092,5564,79585,55870,196528,6597,526,6135,7409,7812,5687,10270,3998,1212,57147,51522,51703,56893,330,57404,339175,6310,9631,4967,54472,8050,25788,51069,8449,5933,10922,137886,11234,126328,84336,80709,3020,4089,5892,27000,55191,2730,9320,839,10540,53371,285362,23062,10844,56897,79072,2261,1520,9632,9360,9776,64794,55761,23595,29890,91746,1465,259266,55269,129285,7284,91057,50640,4221,55628,51663,29028,84078,6883,8985,26750,3265,57688 ZBTB10,PNISR,KDM4A,ABCC10,CXXC1,UBE2I,PPP1R16B,ELMOD2,FBXO22,CDKN2C,PA2G4,PDS5B,CNPY4,TAF5L,PLCL2,USP34,USO1,RHOBTB3,NRAS,HSDL1,MKI67,HNRNPF,MIER2,PLEKHM3,AMDHD2,DIDO1,USP22,MCM2,DOT1L,MAP3K4,AHNAK,STT3A,AXIN1,TPP2,MYO18A,OGT,MLYCD,TRAF5,LONP2,B4GALT2,DDX58,MRPL9,KIAA0100,GSPT2,VAV2,PRKAA1,ANKH,RRM1,DLGAP4,CERK,PXMP2,MAN2B1,EIF2AK4,NOTCH2,METTL3,WDR48,INPP5A,MEGF8,RIMS3,DAPK1,PIGG,CYC1,MRPL40,PIKFYVE,NUP85,FAM171A1,EEF1D,MORC3,GCC2,RBM42,PRRC2A,MTA2,TEX10,MAN1B1,GTPBP4,PIP4K2C,MYBL2,ITM2A,UHRF1BP1,PLEC,ARID1A,SFXN5,MAP2K2,TWISTNB,FAS,XRCC5,ZNF777,ZFP92,PIAS2,APPL2,CDKN2A,EXOC3,ZNF296,ABCA3,SARNP,DNMT3A,URB2,SF3B1,ANK3,TPX2,SLC39A13,MYH9,TMEM161B,STAM,CPNE3,REPS1,NUDT19,APLP2,CLUAP1,CCNA2,AHCTF1,RALB,UTP18,ADCY9,RNF19A,CEP63,RBM12B,ZC3H3,GCC1,ENPP4,BRD4,ERF,CRNKL1,CIRBP,PFKFB3,LRRC8A,HTATIP2,MEF2D,ERC1,MAT2A,DHX57,SUPT16H,PRDM11,AMZ2,RAD51C,HINT1,JAK1,HIPK2,WDR7,TICAM1,CENPBD1,ATMIN,LRCH1,ADAM23,NCOR2,PKP4,B4GALT5,SLC41A1,MANBA,HABP4,TCF3,CCM2,TRAK1,SECISBP2,UBE4A,ETS1,IFT27,FOXO3,HEATR5B,HLA-A,WWP2,JAKMIP1,SLC25A36,FBXO3,PSMD2,GATC,HUWE1,PTEN,CRAT,CENPJ,ARHGEF1,ZNF260,PTPN11,LTN1,RPL19,SLC38A10,NAP1L4,CREB1,MTX2,MSH6,SPTAN1,NEK7,PARP4,ILF3,MTMR12,OTUD3,LRRC1,KIF11,MACF1,PDE3B,TSR2,UTP20,NUCB1,SLC19A1,SGSH,MAGT1,SLC38A7,ZHX1,TATDN2,MFAP1,TFDP1,LY75,NDUFS5,PARP10,ESPL1,DDB1,DEF6,COPA,PLXNC1,NOP2,UBN1,NF1,FAM129A,SNX15,EBNA1BP2,USP48,UBQLN2,SEC16A,RUFY1,SNAPC4,CUTC,FANCI,ZNF696,SF3B2,KRR1,TET3,DST,EIF4A3,GLIS2,METTL14,PHTF1,TXLNA,PPP1R12C,MCMBP,TACC3,WDR41,ABCC5,SNRNP200,CELSR2,BAZ2A,DPM1,VHL,LRBA,CKAP2L,ARHGDIB,LRP5,KMT2C,OGFR,NECAP2,ALG3,CXXC4,CHD3,IARS2,STK11,GALNT10,CLU,ZSWIM3,CLN3,TSTD2,SASS6,POT1,PSMC1,DCAF5,GEMIN7,FUBP1,SEPHS2,TBC1D12,LZTR1,GORASP1,TM9SF4,ZNF768,NACA,MED13L,RGS2,DOCK11,SRRT,RAPGEF6,RHBDD1,RB1,CCP110,MED10,ZNF746,CTR9,AHCY,MAML1,UBE3C,N4BP2,ABCC1,ALDH9A1,TRAFD1,DCAF8,GBA,KRAS,THNSL1,SLTM,RBM38,ISG15,NMT2,EVC2,GNAS,TSC1,NLRC5,FN3KRP,RBBP4,EHD4,MYO9A,TMEM106C,SART1,PRKAB1,CORO7,ASH1L,ARID2,SMARCA4,ATP6V1B2,RPL11,VAV1,CSDE1,PSMA6,AKAP8,LMAN1,CLTB,SCYL3,TMEM14C,ACSL5,UBQLN4,BIRC3,CYP20A1,METTL2A,ATXN1,NUP155,OGDH,TOLLIP,PDHX,RAD54B,MRPL2,DHX16,RBL1,FASTK,UBXN2B,HPS5,NDUFA11,TMEM101,AKNA,H3F3A,SMAD4,RAD51D,DNAJC2,NADSYN1,GCLM,TRIP12,CASP6,DCTN2,NUP54,SUMF1,GGA2,TUBGCP2,WRNIP1,FASTKD3,FGFR3,CTSS,SEC24C,PPIG,ATG13,DDX31,TTC17,ORC3,RBM15B,YTHDC1,CSRP1,ASPM,PSPC1,PPP1R21,TUFM,CCDC34,PNPLA8,MEN1,ZNF407,ZFR,ATAD2,KBTBD7,TAF12,PLOD3,RPS6KC1,HRAS,ZSWIM6 haematopoietic_neoplasm haematopoietic_neoplasm 0.939332577320444 -0.0625856800317845 11378 1659 0.641283339775802 2587 17385 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B2,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,AKNA,SMURF1,REEP4,PPP2R2D,TSPAN5,CBX4,CDS2,MAGEH1,SH2D3A,EYA1,TOR3A,DBF4,LETMD1,RGS1,HDDC2,MAN1A1,SAC3D1,FBXO5,GART,CTNNBL1,BRD7,TTC17,MRPL11,SAMD4B,PAQR6,TELO2,CSNK1G2,NASP,ASPM,PPP1R21,PRKAR1B,ZNF407,SYMPK,TARS,SNRPA,MFN2,MAPK3,HLA-B,ATAD2,PLAA,OSBPL8,KBTBD7,MBD6,PREPL,TATDN1,ATP6V1C1 skin-forearm-malignant_melanoma skin-forearm-malignant_melanoma 0.940204504885032 -0.0616578689921499 57 5 0.00193274062620796 2587 17385 8897,9107,4893,3265,5879 MTMR3,MTMR6,NRAS,HRAS,RAC1 liver-carcinoma-hepatocellular_carcinoma liver-carcinoma-hepatocellular_carcinoma 0.94085329013191 -0.0609680600194294 15259 2247 0.868573637417859 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,GGA1,MUM1,CCZ1,TRIO,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,ATG4A,TMEM179B,PDXP,SMC3,C4orf3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,EXOC3,STARD7,VTI1A,SLC35B2,INO80E,RCOR3,LCLAT1,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,ZNF226,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,CORO1C,NSMCE2,CAMKMT,PPP5C,PITRM1,COMMD10,ZNF445,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,RYBP,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,BTBD10,MYO9A,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,KDM3B,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,C19orf53,KLHL21,PDAP1,TMX3,CDCA8,GTF3A,SLC12A9,TUBGCP2,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,HIPK3,IFI16,NUP188,TXN,H2AFZ,PNISR,PRKCSH,USP39,UBE2I,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,RRM1,ACAP1,B4GALT1,CYCS,TMEM165,NPLOC4,CNOT3,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,MSH2,PIGG,FBXL7,OSTF1,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,CDKN2A,NUDT3,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CBWD1,ATF6,XRCC4,PRPF4B,ADAM23,NDUFS1,DEPDC1,MECP2,SECISBP2,WWP2,JAKMIP1,SLC25A36,CCNK,DNAJC8,AXIN2,JMJD4,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,DDB1,DEF6,IPO4,FAM83G,UBL3,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,ATP6V0E1,PM20D2,XPNPEP3,RGS2,LYAR,POLR2I,SUGP2,GBA,EIF2A,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,FN3KRP,YWHAZ,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,CS,CLTB,POU2AF1,UBQLN4,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,SURF4,DUS3L,ARNTL,FKBP5,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,STAT3,MYO5A,NIPAL3,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,SERF1B,UPF1,ELMO1,ZC3H7B,ZMIZ1,TERF1,HRAS,CCDC93,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,DDX56,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,SARNP,IVNS1ABP,MON1B,NIT2,NUF2,ZNF267,TCF19,TMEM161B,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ENPP4,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,ETS1,WRB,ZNF92,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,HNRNPM,MFSD12,LDHB,PPP3CA,POLK,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,MAPK6,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,COX15,THOC1,AGRN,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,NUS1,SLC27A4,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,GGPS1,RPAIN,RAD23A,PDK2,STRBP,DUS4L,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ATXN7L2,CDC40,GOLIM4,RRP15,DAP,GNE,SMC6,ARFIP2,BZW2,WRNIP1,PTGES3,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,FAM126A,RPS6KC1,PPCS,NDUFB6,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,POLR3K,ASAP2,SNUPN,CNPY4,PLCL2,SEH1L,PBK,MKI67,DDX20,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,SLC31A1,SNX18,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,FTL,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,SUZ12,RPS6KA1,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,CDKN1B,TNPO2,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,PSMB9,POLG2,DHX57,HSPA4,MRPL55,JAK1,GOLGA8A,TBL3,SEL1L,KLHDC4,B4GALT3,PDCD11,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,UBE2M,TMEM160,TSHZ1,ZFP64,DENND4C,WDR18,ILF3,LRRC1,RHOT1,MARK2,ECH1,PRDX1,PLD3,NUCB1,GNA12,FBXO21,C1orf131,PRDX3,HNRNPH3,TFDP1,STX18,KHSRP,ASNA1,CPEB2,BYSL,VPS29,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,UBE2Z,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,COPS8,TRIM8,RRM2,SOX4,ABHD5,CXXC4,UBTF,PAF1,UEVLD,SPATA2,IARS2,ATXN2L,GALNT10,STARD3NL,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,KIFAP3,BCL2,N4BP2,HP1BP3,VOPP1,THNSL1,CAND1,C22orf46,GNAS,TSC1,RBM25,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,F2R,FAM3A,SCYL3,TMEM14C,ABI1,HTRA2,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,RGS1,HDDC2,MAN1A1,GART,TANK,PELO,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,ZRANB2,MBD6,SRSF3,IDH3B,TATDN1,ATP6V1C1,TSC2,LACTB2,ZNF275,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,WBP1,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,PDCD4,SMNDC1,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,RIMS3,MEGF8,EFTUD2,FBXO7,CPSF4,MRPL21,LUC7L2,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,TPX2,TBC1D13,GLRX3,STMN1,REPS1,CBWD5,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,SZRD1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,TTPAL,UTP20,MAGT1,GPS2,DBI,CD81,TMEM131,FANCI,PAPOLA,CREM,TET3,FANCL,GLIS2,IL6ST,INTS1,SLC44A1,MTPN,ASB6,PLK1,RPP25,SEPT9,CELSR2,RAD51AP1,ZBED5,CKAP2L,PSMG1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,NMT2,HAUS8,MBIP,COX7A2L,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,ZFYVE21,TM9SF3,ZNF121,OIP5,NRF1,WDR44,PPME1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,YTHDC1,ACP2,HMGN5,CSRP1,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,LUZP1,GXYLT1,ADAM10,TSC22D3,AP3M2,CUL1,GYG1,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,SLC26A2,SRSF10,SRP72,KLF10,LACTB,RFC2,PRIM1,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,ANKH,PRKAA1,C16orf87,VAV2,GSPT2,TATDN3,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,PI4K2A,CAT,DERL1,HSPBP1,CEBPG,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,NUDT19,DECR1,SIAH1,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,OAF,VDAC2,EDF1,ERC1,AMZ2,ANKZF1,ZNF282,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,B4GALT5,SLC41A1,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,RFWD3,FJX1,FUT8,BTF3L4,PTPN11,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,ZHX1,OAZ2,NDUFS5,WDR91,POLA2,ZNF76,MTX3,COPA,UQCR10,PHRF1,HMGXB3,ABCB10,COMMD5,MAP1LC3B,DST,RAB35,SIVA1,GPATCH1,TCEA1,DRAM2,DEAF1,TRAPPC13,SNRNP200,LAP3,NCK1,VHL,SREK1,ARHGDIB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,STK11,CLU,CHEK2,ZSWIM3,TSTD2,CHPT1,MRPL13,DCAF5,CAPN1,UBE2D3,PPP1R12A,ZCCHC8,GORASP1,UBXN1,NACA,RPL15,PCSK7,EPN1,THRAP3,QSOX2,TTF1,PRPF18,NUP205,CHKA,DTL,MED10,ZRANB1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,APOL2,N4BP2L2,CHMP2A,CORO7,FEZ2,UCK2,PMS2,CLCC1,EXT2,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,PCGF6,METTL2A,FAM72B,PON2,HNRNPR,HPS5,STAT6,MAPK1,BRD9,PDF,TMEM33,NAT14,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,MYO9B,GFM2,SPPL2A,FASTKD3,FGFR3,MZT2A,PPIG,ZDHHC13,TMEM99,H2AFY,NDUFS8,ERI3,FBL,SLC35A1,FRMD8,MICAL3,TGFB1,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,CDK11A,MEGF9,ACAT1,CENPT,PLOD3,RAB3IL1,ZSWIM6,RAB14,ADD1,KDM4A,MRPS15,XIAP,DHX8,GLUD1,PABPC4,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,MLST8,HSDL1,MRPL43,MCL1,PPFIA3,SMC2,ICMT,SLC50A1,STOML2,LIMK1,PRDX5,ATE1,ST3GAL2,ATP6V0C,FBXL3,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,UBE2QL1,NAGPA,TSPYL4,TSPAN31,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,DUSP3,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,ANKIB1,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,NUP107,ANKRD13C,MAVS,CEP63,TMEM136,ATF2,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,NUSAP1,NDUFA7,DNAJA1,TAF2,SEC61A1,RPLP1,WDR7,CBLN2,FUS,LRP8,LRCH1,GALK1,ZNF786,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,KRI1,FBXO3,GATC,NDUFB4,PPP1R8,PRDM4,GTSE1,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF862,ZNF180,KEAP1,POLE,TATDN2,PITX1,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDIPT,SEC16A,SSR1,LIN9,PCNA,ZNF639,TRMU,ETV6,PIK3R2,TXLNA,PPCDC,FAM86C1,MYBL1,CCAR1,MRPL32,ABCC5,BAZ2A,PBXIP1,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SEPT1,SOCS4,QRSL1,PIEZO1,OSGEPL1,GLCCI1,NUDT11,NAA60,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,MED8,VMP1,PPIL2,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,PREB,ABCC1,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,ARPC1A,ZNF174,PSMC4,GOLGA4,SYNCRIP,PALB2,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,MINPP1,METTL9,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,ZNF700,SCAP,PLEKHG4B,TIMM17A,FAU,LTA4H,AP2S1,USP53,INTS2,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,CSNK1A1,AP3S1,RMI1,TFRC,PTPN2,STARD9,GSTK1,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,FBXO41,KPNA4,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,YTHDF3,NHLRC3,IKBIP,ELMOD2,KIFC1,CYB5RL,PARPBP,CDC25B,PRADC1,DNMT1,USO1,AKT2,NOL8,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,PSMD8,EIF2D,ITGB1,PTPN7,UQCRH,RRS1,ARRB2,RTN3,ZNF598,SVIP,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,TERF2,MORC3,KCTD20,SEPT8,PKM,TOMM40,PATL1,ADSS,SERTAD2,SERF2,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,PPP6R3,MAP3K5,PPP6R2,YY1,CDK2,RNF14,ZC3HAV1,SYS1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PHC2,CRKL,ZNF75D,SHC1,UCHL5,NAA35,CDKN2AIP,CCT2,MKLN1,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,STAT1,PPA2,TRIM32,RHEBL1,R3HCC1L,C1orf112,MRI1,TCF3,BRAP,AGPAT3,MYNN,SDF2L1,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,RBM17,PTEN,CENPJ,TAGLN2,OSTC,NCOA2,PACS2,SMC4,RNASEH2C,NEK7,NET1,PARP4,TBRG4,ANAPC2,RPL27A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,NPHP4,UBE2E2,HNRNPAB,PLXNC1,TMEM184B,ST13,DNAJC24,ZNF107,SLC29A1,KIF2C,AGFG1,SIRT2,USP48,SNRPD3,UBQLN2,FKBP2,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,ATG3,DPYSL2,PPP1R12C,AKR1B1,JOSD1,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,FOPNL,SLC16A7,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,MEF2A,EPHX2,RHBDD1,NFATC3,BUD31,ZNF335,YBX1,KNTC1,UBE3C,ACAD8,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,SEPT7,NSMF,ODF2,EXOC4,NUP62,PITPNA,KIAA1328,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,IRF3,CHKB,TWF2,PAIP1,FARSA,ANKLE1,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,TMEM41A,DAP3,ZNF317,AKNA,CBX4,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,SAC3D1,CTNNBL1,YIF1B,TTC17,GINS1,PAQR6,CSNK1G2,TELO2,HMGN1,ADAM17,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,HSPA1B,HLA-B,PLAA,ATAD2,ZNF330,OSBPL8,KBTBD7 hepatocellular_carcinoma hepatocellular_carcinoma 0.94085329013191 -0.0609680600194294 15259 2247 0.868573637417859 2587 17385 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HECA,ZBTB10,ABCC10,HEXB,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,ZNRD1,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,SMAD2,MID1IP1,RPS27A,MYO18A,OGT,COX5A,SMAD1,ZNF75A,ANXA11,SLC25A33,GGA1,MUM1,CCZ1,TRIO,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,ATG4A,TMEM179B,PDXP,SMC3,C4orf3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,IFRD1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,EIF4H,RDH11,MAGED2,KPNA1,ETS2,TYW5,WIPI2,RUFY3,PDLIM5,ACSF2,EXOC3,STARD7,VTI1A,SLC35B2,INO80E,RCOR3,LCLAT1,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,SEPT11,ZNF226,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,EID1,IDH3A,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,CORO1C,NSMCE2,CAMKMT,PPP5C,PITRM1,COMMD10,ZNF445,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,ABHD14B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,ZNF710,ST8SIA2,SPTAN1,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,LDHA,HEBP2,LLPH,RAB3IP,TTC33,PICALM,SH3BP5,SLC19A1,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,KRR1,RAB8A,NUP210,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,RYBP,PTPN18,MIOS,SNRPB,MBLAC2,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,LYRM2,RSAD1,TNS3,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,MRPL48,LRSAM1,HDHD2,NTPCR,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,BTBD10,MYO9A,USP7,GLT8D1,RPLP2,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,PCBP1,LYN,BCAP31,VAV1,MRPL50,PSMA6,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,KDM3B,CLCN3,BIRC3,RAB7A,ANKRD33B,PPIE,CHMP2B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,XRCC3,CHMP4B,PARD3,BCL2L12,C19orf53,KLHL21,PDAP1,TMX3,CDCA8,GTF3A,SLC12A9,TUBGCP2,HOMER1,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,FAM110A,NEIL3,CTBS,BBX,IMPDH1,TAF12,NR2F2,HIPK3,IFI16,NUP188,TXN,H2AFZ,PNISR,PRKCSH,USP39,UBE2I,SLC25A37,ASPHD2,ZNF428,RAB4A,TRA2B,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,CLNS1A,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,C1orf109,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,RRM1,ACAP1,B4GALT1,CYCS,TMEM165,NPLOC4,CNOT3,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,MSH2,PIGG,FBXL7,OSTF1,TNRC18,SYTL3,FAM171A1,APOL1,EIF5A,GCC2,PRIM2,ELL2,RDH10,MFNG,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,CDKN2A,NUDT3,ZNF511,ATXN3,RAF1,KIAA0232,C2orf49,EPM2A,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CBWD1,ATF6,XRCC4,PRPF4B,ADAM23,NDUFS1,DEPDC1,MECP2,SECISBP2,WWP2,JAKMIP1,SLC25A36,CCNK,DNAJC8,AXIN2,JMJD4,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,DDB1,DEF6,IPO4,FAM83G,UBL3,PIGM,LYRM4,GPR132,UBE2Q1,PTP4A3,BRIX1,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,RPF2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,MAN2A2,EIF4ENIF1,NIP7,U2SURP,MIA2,ZNF268,ATP6V0E1,PM20D2,XPNPEP3,RGS2,LYAR,POLR2I,SUGP2,GBA,EIF2A,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,FN3KRP,YWHAZ,TMEM14A,TOB1,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,CS,CLTB,POU2AF1,UBQLN4,HPDL,PGGT1B,SELPLG,SMU1,ATXN1,GLO1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,SURF4,DUS3L,ARNTL,FKBP5,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,STAT3,MYO5A,NIPAL3,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,RFFL,COG1,RCOR1,PRMT2,TFEB,LEMD2,SERF1B,UPF1,ELMO1,ZC3H7B,ZMIZ1,TERF1,HRAS,CCDC93,TMED7,PIGQ,AGPAT1,CNTROB,PPP1R16B,MIS12,GSDMB,TTC9C,PDS5B,NUP153,PGAP2,TMEM115,PLEKHM3,DCUN1D5,PLEKHF2,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,DDX56,SLC38A5,FOXN2,CARS2,PRRC2A,C16orf72,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,SRSF5,MPG,MATR3,CYB5A,NCDN,POLR2J,SETD3,TEX30,PTAR1,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,SARNP,IVNS1ABP,MON1B,NIT2,NUF2,ZNF267,TCF19,TMEM161B,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,ZCCHC2,ANAPC7,RNF19A,FAM76B,CLN6,TMEM9,GCC1,RNF169,ADCY7,ENPP4,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,ETS1,WRB,ZNF92,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,HNRNPM,MFSD12,LDHB,PPP3CA,POLK,MTMR12,ZP3,PDE3B,KIF18A,CCDC6,MAPK6,LY75,SLC25A19,RGL1,PSAP,WDR76,IGBP1,FAF1,COX15,THOC1,AGRN,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,DLG5,ABL2,XRCC2,ZFYVE27,MCMBP,PTPRK,CDC37,METTL1,EXOSC6,HARS,GMFB,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,TIMM13,TONSL,NRM,NAGLU,ACTB,ZNF45,TMUB1,CTCF,ASAH1,DOCK11,CRLF3,ASXL2,NUS1,SLC27A4,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,ZDHHC3,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,NDUFA5,CYLD,UGP2,DYNLL1,COPE,GGPS1,RPAIN,RAD23A,PDK2,STRBP,DUS4L,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,MTMR6,FRAT2,NFATC2,KDM1B,ARL5B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ATXN7L2,CDC40,GOLIM4,RRP15,DAP,GNE,SMC6,ARFIP2,BZW2,WRNIP1,PTGES3,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,TPD52L2,GOLGA7,TWSG1,GLG1,FAM126A,RPS6KC1,PPCS,NDUFB6,ZDHHC8,PLXNA1,CCNB1,SLC20A1,COMMD6,POLR3K,ASAP2,SNUPN,CNPY4,PLCL2,SEH1L,PBK,MKI67,DDX20,GALNT7,SLC17A5,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,SLC31A1,SNX18,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,FTL,PHF10,DDX28,ZNF84,SIGMAR1,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,CKLF,TRIP10,SF3B1,SUZ12,RPS6KA1,RAC1,GPR89A,OLA1,SNN,GNB2,FLAD1,APLP2,KDM2A,CDKN1B,TNPO2,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,SLBP,KIAA1586,H2AFV,PSMB9,POLG2,DHX57,HSPA4,MRPL55,JAK1,GOLGA8A,TBL3,SEL1L,KLHDC4,B4GALT3,PDCD11,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,SLC25A12,BLM,TMCC3,GTF2F1,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,UBE2M,TMEM160,TSHZ1,ZFP64,DENND4C,WDR18,ILF3,LRRC1,RHOT1,MARK2,ECH1,PRDX1,PLD3,NUCB1,GNA12,FBXO21,C1orf131,PRDX3,HNRNPH3,TFDP1,STX18,KHSRP,ASNA1,CPEB2,BYSL,VPS29,S100PBP,MIB2,IER2,PTMS,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,UBE2Z,TAF6L,MAPK14,BECN1,SNAPC4,RNF103,BCAT2,MBD4,METTL14,ZNHIT6,IMPAD1,RCSD1,PHTF1,SRI,KIF22,ZBTB22,NFU1,OGG1,TRIM14,COPS8,TRIM8,RRM2,SOX4,ABHD5,CXXC4,UBTF,PAF1,UEVLD,SPATA2,IARS2,ATXN2L,GALNT10,STARD3NL,PIGN,AGTRAP,CIB1,XPO7,SRRT,ZNF449,CAPZA1,GLTP,KIFAP3,BCL2,N4BP2,HP1BP3,VOPP1,THNSL1,CAND1,C22orf46,GNAS,TSC1,RBM25,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,IFI27L1,GNPNAT1,MPHOSPH8,HNRNPUL2,CHD1,MEAF6,C2orf68,CCDC50,AKAP8,PARL,RPN2,CHTOP,F2R,FAM3A,SCYL3,TMEM14C,ABI1,HTRA2,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BOLA1,BUD13,NDUFB1,PEF1,EIF3G,BTBD1,TAB2,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,EYA1,CDK2AP2,MRPS26,LETMD1,KLF13,RGS1,HDDC2,MAN1A1,GART,TANK,PELO,BRD7,MRPL11,SAMD4B,ZDHHC18,GTF3C6,POLR3GL,WDR81,MEN1,ZNF407,MFN2,ZRANB2,MBD6,SRSF3,IDH3B,TATDN1,ATP6V1C1,TSC2,LACTB2,ZNF275,RPL23A,CDKN2C,NAPG,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,ANKRD9,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,WBP1,ARF4,GINS4,KRIT1,BOLA3,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,OAZ1,PDCD4,SMNDC1,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,RIMS3,MEGF8,EFTUD2,FBXO7,CPSF4,MRPL21,LUC7L2,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,FAM72A,TRIM41,KARS,NQO1,POC1A,ANK3,TPX2,TBC1D13,GLRX3,STMN1,REPS1,CBWD5,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,SZRD1,CPNE1,SEC61B,POLR2L,FAM118B,GOPC,E2F3,CIRBP,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,TMEM184C,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,SNRPG,DMWD,USP13,MZT1,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,PMVK,NEIL2,RRP36,SRXN1,RPA2,PSMD2,CLIC4,PDCD10,CBWD2,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,TTPAL,UTP20,MAGT1,GPS2,DBI,CD81,TMEM131,FANCI,PAPOLA,CREM,TET3,FANCL,GLIS2,IL6ST,INTS1,SLC44A1,MTPN,ASB6,PLK1,RPP25,SEPT9,CELSR2,RAD51AP1,ZBED5,CKAP2L,PSMG1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,ALG3,TRIM4,AGPAT2,CHD3,ZNF367,E2F4,PRPF4,KPNA2,BEND6,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,CCDC137,RMND5A,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,DNAJB1,RAB6A,ARID1B,C1GALT1,MLX,UBE2Q2,CCP110,ZNF746,ARL6IP1,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,NMT2,HAUS8,MBIP,COX7A2L,SIL1,FAM122A,DTD1,UNC13C,BCCIP,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,ZFYVE21,TM9SF3,ZNF121,OIP5,NRF1,WDR44,PPME1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,POLR2G,ZNF780B,PPT1,NUP155,DCLRE1C,MRPS14,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,SLC22A23,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,CMAS,UNK,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,YTHDC1,ACP2,HMGN5,CSRP1,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,LUZP1,GXYLT1,ADAM10,TSC22D3,AP3M2,CUL1,GYG1,OAT,MYEF2,ANKRD26,PA2G4,NOL11,FIZ1,SLC26A2,SRSF10,SRP72,KLF10,LACTB,RFC2,PRIM1,MAP3K4,HHEX,LUC7L3,RPS14,MAP4,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,ANKH,PRKAA1,C16orf87,VAV2,GSPT2,TATDN3,DLGAP4,PXMP2,PRPF39,PSEN1,ZNF79,PDXDC1,VPS25,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ARPC5,ZNRF2,TPST1,DAPK1,PIK3IP1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,C1orf35,EXOSC9,ARID1A,PTTG1IP,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,PI4K2A,CAT,DERL1,HSPBP1,CEBPG,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,REPS2,RAB11B,UROD,SLC39A13,POMP,BCL2L1,NUDT19,DECR1,SIAH1,ADCY9,LPIN2,MRPS27,SOCS6,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,OAF,VDAC2,EDF1,ERC1,AMZ2,ANKZF1,ZNF282,DSN1,DDOST,HINT1,DGCR8,SAFB,HAGHL,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,B4GALT5,SLC41A1,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,RFWD3,FJX1,FUT8,BTF3L4,PTPN11,FEM1B,RPL19,CNN2,NDUFA3,MTX2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,ZHX1,OAZ2,NDUFS5,WDR91,POLA2,ZNF76,MTX3,COPA,UQCR10,PHRF1,HMGXB3,ABCB10,COMMD5,MAP1LC3B,DST,RAB35,SIVA1,GPATCH1,TCEA1,DRAM2,DEAF1,TRAPPC13,SNRNP200,LAP3,NCK1,VHL,SREK1,ARHGDIB,HSPB11,BRWD1,PPM1G,SH3GLB2,CRCP,BAZ1B,STK11,CLU,CHEK2,ZSWIM3,TSTD2,CHPT1,MRPL13,DCAF5,CAPN1,UBE2D3,PPP1R12A,ZCCHC8,GORASP1,UBXN1,NACA,RPL15,PCSK7,EPN1,THRAP3,QSOX2,TTF1,PRPF18,NUP205,CHKA,DTL,MED10,ZRANB1,SLC12A2,ATP6V0D1,CSNK1G3,CREG1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,C11orf1,APOL2,N4BP2L2,CHMP2A,CORO7,FEZ2,UCK2,PMS2,CLCC1,EXT2,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,PCGF6,METTL2A,FAM72B,PON2,HNRNPR,HPS5,STAT6,MAPK1,BRD9,PDF,TMEM33,NAT14,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,MYO9B,GFM2,SPPL2A,FASTKD3,FGFR3,MZT2A,PPIG,ZDHHC13,TMEM99,H2AFY,NDUFS8,ERI3,FBL,SLC35A1,FRMD8,MICAL3,TGFB1,ELOVL5,HEMK1,TIMMDC1,HELB,PSPC1,MIER1,SCFD2,NDRG3,CDK11A,MEGF9,ACAT1,CENPT,PLOD3,RAB3IL1,ZSWIM6,RAB14,ADD1,KDM4A,MRPS15,XIAP,DHX8,GLUD1,PABPC4,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,MLST8,HSDL1,MRPL43,MCL1,PPFIA3,SMC2,ICMT,SLC50A1,STOML2,LIMK1,PRDX5,ATE1,ST3GAL2,ATP6V0C,FBXL3,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPL9,MRPS2,STRN4,TOP2B,ZNRF3,TMED3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,UBE2QL1,NAGPA,TSPYL4,TSPAN31,DHX29,TEX10,MAN1B1,RPS10,CBFA2T2,ABCF1,RHOB,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,DUSP3,MDH1,HEXA,RNF139,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,CREBL2,NIPA2,PRKACA,SAFB2,ANKIB1,STAM,ARL6IP6,RAB21,SP100,ZKSCAN1,DDA1,NUP107,ANKRD13C,MAVS,CEP63,TMEM136,ATF2,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,NUSAP1,NDUFA7,DNAJA1,TAF2,SEC61A1,RPLP1,WDR7,CBLN2,FUS,LRP8,LRCH1,GALK1,ZNF786,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,KRI1,FBXO3,GATC,NDUFB4,PPP1R8,PRDM4,GTSE1,DCP1A,SGCB,S100A6,IMPA2,NUDC,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,MRPS10,DDX39A,RPA1,ZNF862,ZNF180,KEAP1,POLE,TATDN2,PITX1,LRPPRC,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDIPT,SEC16A,SSR1,LIN9,PCNA,ZNF639,TRMU,ETV6,PIK3R2,TXLNA,PPCDC,FAM86C1,MYBL1,CCAR1,MRPL32,ABCC5,BAZ2A,PBXIP1,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,EPB41,OPTN,SEPT1,SOCS4,QRSL1,PIEZO1,OSGEPL1,GLCCI1,NUDT11,NAA60,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,SNRNP25,RB1,VASP,MED8,VMP1,PPIL2,MEA1,TIMELESS,AHDC1,ALDH18A1,TMEM8A,PREB,ABCC1,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,ARPC1A,ZNF174,PSMC4,GOLGA4,SYNCRIP,PALB2,PRPS2,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,DUSP22,COMMD8,RPL11,CSDE1,MDM2,CORO1A,MINPP1,METTL9,POC5,DVL2,GM2A,PSMA8,COQ10B,CPOX,TIGD5,SLC26A6,CYP20A1,PRPF3,TXNL4A,RPSA,SRSF1,DNAJC10,ZNF700,SCAP,PLEKHG4B,TIMM17A,FAU,LTA4H,AP2S1,USP53,INTS2,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,CSNK1A1,AP3S1,RMI1,TFRC,PTPN2,STARD9,GSTK1,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,ZMYM5,CCDC34,CHCHD6,BSDC1,FBXO41,KPNA4,TFE3,SNAP29,CDCA7L,PKD2,ACADM,CHMP7,SAT2,GCSH,ZNF496,TMEM109,TAP1,YTHDF3,NHLRC3,IKBIP,ELMOD2,KIFC1,CYB5RL,PARPBP,CDC25B,PRADC1,DNMT1,USO1,AKT2,NOL8,GNG7,AURKB,MCFD2,SLC25A5,ZFAND5,MAK16,STT3A,TMED10,PSMD8,EIF2D,ITGB1,PTPN7,UQCRH,RRS1,ARRB2,RTN3,ZNF598,SVIP,DDX58,WSB2,PPIB,MUT,GMFG,HLA-E,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,KLF16,HDAC7,DAD1,BDH1,PCYT2,GNAI2,ANKHD1,TERF2,MORC3,KCTD20,SEPT8,PKM,TOMM40,PATL1,ADSS,SERTAD2,SERF2,ZFP92,NSF,DCK,ERGIC3,ACLY,LPCAT4,VCPIP1,PPP6R3,MAP3K5,PPP6R2,YY1,CDK2,RNF14,ZC3HAV1,SYS1,ZBTB37,URB2,EIF3D,MAGED1,KLHL18,ADPGK,SLC25A44,AP1B1,SDHA,PHC2,CRKL,ZNF75D,SHC1,UCHL5,NAA35,CDKN2AIP,CCT2,MKLN1,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,STAT1,PPA2,TRIM32,RHEBL1,R3HCC1L,C1orf112,MRI1,TCF3,BRAP,AGPAT3,MYNN,SDF2L1,RAB11A,REEP5,FOXO3,MAD2L2,CCDC28A,RBM17,PTEN,CENPJ,TAGLN2,OSTC,NCOA2,PACS2,SMC4,RNASEH2C,NEK7,NET1,PARP4,TBRG4,ANAPC2,RPL27A,SGSH,HGS,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,NPHP4,UBE2E2,HNRNPAB,PLXNC1,TMEM184B,ST13,DNAJC24,ZNF107,SLC29A1,KIF2C,AGFG1,SIRT2,USP48,SNRPD3,UBQLN2,FKBP2,CUTC,EDC3,UBLCP1,ZNF804A,RAP1A,THADA,EIF4A3,ATG3,DPYSL2,PPP1R12C,AKR1B1,JOSD1,TTC4,TECR,ARID4A,FGFR1OP2,TIMM50,TDP1,FOPNL,SLC16A7,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,SASS6,PSMC1,SLC12A7,TBC1D12,TM9SF4,ZNF768,UFC1,MED13L,TIA1,MEF2A,EPHX2,RHBDD1,NFATC3,BUD31,ZNF335,YBX1,KNTC1,UBE3C,ACAD8,ZNF189,ALDH9A1,KDELR1,TSTA3,CIC,OXR1,SEPT7,NSMF,ODF2,EXOC4,NUP62,PITPNA,KIAA1328,PTDSS1,MZT2B,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,IRF3,CHKB,TWF2,PAIP1,FARSA,ANKLE1,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,GFER,RAD54B,TMEM41A,DAP3,ZNF317,AKNA,CBX4,KIF3B,GOLPH3L,SH2D3A,CASP6,TOR3A,SRGN,DBF4,SAC3D1,CTNNBL1,YIF1B,TTC17,GINS1,PAQR6,CSNK1G2,TELO2,HMGN1,ADAM17,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,TARS,SNRPA,HSPA1B,HLA-B,PLAA,ATAD2,ZNF330,OSBPL8,KBTBD7 bone-fibula-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour bone-fibula-Ewings_sarcoma-peripheral_primitive_neuroectodermal_tumour 0.941579680477711 -0.060196303050447 384 47 0.0181677618863549 2587 17385 7874,21,2130,7249,9703,389,57661,64121,10423,1432,7270,28969,2261,23225,51117,55144,9678,4436,84172,79888,54620,1786,221061,60560,10057,3945,81603,23020,2077,79813,79751,3029,79801,23499,5140,90957,5052,9927,80818,4065,124583,84668,6949,84875,10531,9700,1029 USP7,ABCA3,EWSR1,TSC2,KIAA0100,RHOC,PHRF1,RRAGC,CDIPT,MAPK14,TTF1,BZW2,FGFR3,NUP210,COQ4,LRRC8D,PHF14,MSH2,POLR1B,LPCAT1,FBXL19,DNMT1,FAM171A1,NAA35,ABCC5,LDHB,TRIM8,SNRNP200,ERF,EHMT1,SLC25A22,HAGH,SHCBP1,MACF1,PDE3B,DHX57,PRDX1,MFN2,ZNF436,LY75,CANT1,FAM126A,TCOF1,PARP10,PITRM1,ESPL1,CDKN2A skin-lower_back-malignant_melanoma skin-lower_back-malignant_melanoma 0.943388025287821 -0.0582776013566715 29 2 0.000773096250483185 2587 17385 26503,4893 SLC17A5,NRAS plasma_cell_myeloma plasma_cell_myeloma 0.947189211082627 -0.0542564052438845 1299 174 0.0672593737920371 2587 17385 26151,7295,4149,79717,6767,29855,57661,29907,10713,121457,84196,25864,6621,51239,5621,91752,1031,9231,4218,25926,1808,3572,51102,8907,9278,51006,55749,988,5796,5347,4893,10801,1952,165055,3035,11176,4288,672,23344,5869,292,55707,4216,7343,79026,1107,3984,4134,10785,3688,92714,6794,140831,7188,51068,83752,3066,8086,258010,8216,9703,1063,7204,29888,4853,7270,5925,81671,4174,1954,25793,9343,8896,22920,6558,1456,4242,3845,84447,5605,3663,55843,84295,8165,132884,2778,79139,10916,9792,84166,57536,4649,1029,22850,7874,1540,1788,55870,23451,9816,288,9500,55659,6597,4627,9453,50626,23683,334,22992,9112,54877,10270,10691,9562,10130,330,143471,2077,6404,57691,9631,199953,3716,6294,3020,8237,7804,54532,19,23300,10721,55191,9150,254428,257218,9354,1452,55681,3105,56897,84878,2261,5728,10075,5781,64794,215,143458,23595,6774,10651,23241,2956,91746,65094,79183,53942,4678,259266,27032,29882,7784,23499,27340,643641,3106,5976,5426,51125,3189,26112,38,3265 NAT9,TXN,MAX,PPCS,ST13,UBN1,PHRF1,SNX15,USP39,IKBIP,USP48,ABHD14A,SNAPC4,ANKRD39,PRNP,ZNF804A,CDKN2C,DLG5,RAB8A,NOL11,DPYSL2,IL6ST,MECR,AP1M1,ZBTB22,SLC35C2,CCAR1,CDC5L,PTPRK,PLK1,NRAS,SEPT9,CELSR2,CCDC138,HARS,BAZ2A,MKI67,BRCA1,ESYT1,RAB5B,SLC25A5,NECAP2,MAP3K4,UBTF,AHNAK,CHD3,LIMK1,MAP4,WDR4,ITGB1,ARRDC1,STK11,ZSWIM3,TRAF5,NMD3,LONP2,HDAC2,AAAS,SVIP,LZTR1,KIAA0100,CENPF,TRIO,STRN4,NOTCH2,TTF1,RB1,VMP1,MCM5,MEGF8,FBXO7,EFTUD2,BUD31,KIFAP3,SLC12A2,CSNK1G3,MFNG,KRAS,SYVN1,MAP2K2,IRF5,ARHGAP15,PHF6,AKAP1,EVC2,GNAS,DERL1,MAGED2,SERTAD2,NLRC5,KIAA1328,MYO9A,CDKN2A,ADNP2,USP7,CYLD,DNMT3A,ASH1L,SF3B1,URB2,ANK3,MAGED1,ZNF416,SMARCA4,MYH9,GGPS1,CYHR1,PRKD3,APLP2,KDM2A,MTA1,ZCCHC2,AKAP8,GMEB1,MINPP1,PDIA6,BIRC3,PSMA8,ERF,SELPLG,KIAA1586,NUP155,TMEM201,JAK1,SAFB,H3F3A,USP11,LRP8,USP53,ABCA1,ATMIN,POLQ,NADSYN1,CTDP1,SLC41A1,SHPRH,UBE4A,CSNK1A1,SCYL2,HLA-A,WRNIP1,ZBTB45,FGFR3,PTEN,HUWE1,PTPN11,DDX31,ABCD1,LDLRAD3,ORC3,STAT3,MTX2,PACS2,MSH6,YTHDC1,JMJD4,TTPAL,CNTN5,NASP,ASPM,ATP2C1,ANAPC2,ZP3,MACF1,UTP20,ZNF862,HLA-B,UPF1,POLE,GOLGA7,HNRNPH3,CCDC69,ACAT1,HRAS haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-plasma_cell_myeloma haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-plasma_cell_myeloma 0.947189211082627 -0.0542564052438845 1299 174 0.0672593737920371 2587 17385 26151,7295,4149,79717,6767,29855,57661,29907,10713,121457,84196,25864,6621,51239,5621,91752,1031,9231,4218,25926,1808,3572,51102,8907,9278,51006,55749,988,5796,5347,4893,10801,1952,165055,3035,11176,4288,672,23344,5869,292,55707,4216,7343,79026,1107,3984,4134,10785,3688,92714,6794,140831,7188,51068,83752,3066,8086,258010,8216,9703,1063,7204,29888,4853,7270,5925,81671,4174,1954,25793,9343,8896,22920,6558,1456,4242,3845,84447,5605,3663,55843,84295,8165,132884,2778,79139,10916,9792,84166,57536,4649,1029,22850,7874,1540,1788,55870,23451,9816,288,9500,55659,6597,4627,9453,50626,23683,334,22992,9112,54877,10270,10691,9562,10130,330,143471,2077,6404,57691,9631,199953,3716,6294,3020,8237,7804,54532,19,23300,10721,55191,9150,254428,257218,9354,1452,55681,3105,56897,84878,2261,5728,10075,5781,64794,215,143458,23595,6774,10651,23241,2956,91746,65094,79183,53942,4678,259266,27032,29882,7784,23499,27340,643641,3106,5976,5426,51125,3189,26112,38,3265 NAT9,TXN,MAX,PPCS,ST13,UBN1,PHRF1,SNX15,USP39,IKBIP,USP48,ABHD14A,SNAPC4,ANKRD39,PRNP,ZNF804A,CDKN2C,DLG5,RAB8A,NOL11,DPYSL2,IL6ST,MECR,AP1M1,ZBTB22,SLC35C2,CCAR1,CDC5L,PTPRK,PLK1,NRAS,SEPT9,CELSR2,CCDC138,HARS,BAZ2A,MKI67,BRCA1,ESYT1,RAB5B,SLC25A5,NECAP2,MAP3K4,UBTF,AHNAK,CHD3,LIMK1,MAP4,WDR4,ITGB1,ARRDC1,STK11,ZSWIM3,TRAF5,NMD3,LONP2,HDAC2,AAAS,SVIP,LZTR1,KIAA0100,CENPF,TRIO,STRN4,NOTCH2,TTF1,RB1,VMP1,MCM5,MEGF8,FBXO7,EFTUD2,BUD31,KIFAP3,SLC12A2,CSNK1G3,MFNG,KRAS,SYVN1,MAP2K2,IRF5,ARHGAP15,PHF6,AKAP1,EVC2,GNAS,DERL1,MAGED2,SERTAD2,NLRC5,KIAA1328,MYO9A,CDKN2A,ADNP2,USP7,CYLD,DNMT3A,ASH1L,SF3B1,URB2,ANK3,MAGED1,ZNF416,SMARCA4,MYH9,GGPS1,CYHR1,PRKD3,APLP2,KDM2A,MTA1,ZCCHC2,AKAP8,GMEB1,MINPP1,PDIA6,BIRC3,PSMA8,ERF,SELPLG,KIAA1586,NUP155,TMEM201,JAK1,SAFB,H3F3A,USP11,LRP8,USP53,ABCA1,ATMIN,POLQ,NADSYN1,CTDP1,SLC41A1,SHPRH,UBE4A,CSNK1A1,SCYL2,HLA-A,WRNIP1,ZBTB45,FGFR3,PTEN,HUWE1,PTPN11,DDX31,ABCD1,LDLRAD3,ORC3,STAT3,MTX2,PACS2,MSH6,YTHDC1,JMJD4,TTPAL,CNTN5,NASP,ASPM,ATP2C1,ANAPC2,ZP3,MACF1,UTP20,ZNF862,HLA-B,UPF1,POLE,GOLGA7,HNRNPH3,CCDC69,ACAT1,HRAS autonomic_ganglia autonomic_ganglia 0.949723787095954 -0.0515840870889614 4100 578 0.223424816389641 2587 17385 54520,118,7249,9091,10554,1659,26051,29904,805,1031,5707,55876,84081,51078,8907,23047,139596,11319,9736,284001,4893,56992,11169,11083,23559,889,91107,79026,55717,8312,399687,8473,23417,6483,6041,56006,4086,54480,5214,84275,11325,63967,9703,389,7204,1660,6522,84133,440275,5715,92745,9783,1954,9343,219927,79902,387338,51631,79587,7916,9821,9219,54881,11253,9782,23,51109,9124,57472,26100,80221,57679,55809,1728,10096,288,22879,4627,55758,54467,25909,488,6672,25771,23616,54877,57506,23171,79571,254225,1639,22875,29886,51340,157313,85461,56834,5830,154141,8161,23143,136051,6187,309,80829,55102,64395,9354,203427,65095,26273,120,51117,10075,11108,80218,55802,51512,26046,53373,3613,4670,5170,2987,57062,2581,51426,117177,10212,8301,27340,6573,7733,643641,9817,5426,8030,9797,5371,4065,79968,84875,3476,54865,23505,81559,116496,1457,27044,9919,9815,55215,200424,9231,27,23225,26173,1983,4603,79892,64983,55749,5796,157680,5347,4234,1952,10801,54468,9874,7430,8624,990,4041,55193,55692,5869,1809,55707,9697,79735,4796,163050,8216,1063,85409,203054,6018,57492,51735,64759,155061,10999,27245,9794,5832,11057,157922,3845,388561,10552,51657,3663,5704,64598,5108,996,79728,10492,5634,84166,84280,4649,440279,7874,84231,196528,6513,56889,526,9453,56940,54951,7409,54521,26015,10768,1856,134359,27339,51780,1209,1182,163131,57404,23234,9631,4773,57602,79651,57794,3416,90592,7975,80818,63027,3020,54532,4089,56288,7705,51530,57508,55907,9150,27333,51018,56996,64151,80010,10844,8323,4189,56897,84705,8916,4723,6509,215,818,55328,79657,56342,53942,9761,9044,23365,5905,26240,8539,11196,51125,84456,55247,1486,56987,55536,10868,11065,10114,4149,23511,5589,30827,29801,22852,8801,1786,81929,147807,80228,55035,4288,11218,899,5982,55572,84549,84932,8661,9203,7454,54502,3703,5714,4134,10785,1939,3688,55526,409,51068,3066,23586,2130,1725,7410,23708,6240,22839,2683,4853,4125,57599,23016,51088,4436,23194,1537,200576,55274,5558,64763,79837,8289,5339,5315,847,28231,2058,4905,27316,1633,116985,81610,23523,1029,9322,9230,5894,23451,9816,8303,6389,51293,1912,80308,390916,7626,6464,6477,51377,9663,23107,30000,7267,10535,23141,57130,8452,57691,8697,23431,51321,3308,1650,6772,27068,22954,22984,23300,10721,9612,10067,55732,254428,84245,8604,641,51439,54497,3105,25901,152789,8812,5728,5781,26019,1265,2956,10499,64236,55734,2648,3609,143,26268,9790,29882,55690,54939,23499,90121,2011,4542,10897,9654,1655,284403,6878,254065,132864,9700,705,50619,1642,261734,10154,25829,1314,4763,90379,57661,120526,11004,84196,28991,7844,587,63892,11021,54680,4715,5926,55255,84248,55775,51520,7428,987,51259,397,11054,58508,5635,25929,4122,80319,56478,11273,79777,11200,55568,140831,163786,5700,823,10723,23556,4659,64689,9777,51506,7072,23039,23165,8896,63925,9735,54764,55728,1456,10945,10906,23152,10147,55074,83939,84447,79811,84930,55832,132884,2778,7248,80311,4957,79672,9791,10163,4152,5564,27243,10989,55870,4191,55093,6597,23155,1105,64769,8078,2193,10849,51706,2149,54989,51703,5450,56893,83989,64320,84108,2178,8666,25788,56931,6778,79726,949,80709,55844,19,257218,10926,53371,51020,79072,2261,2618,27252,56259,53918,54503,147184,29117,79033,143458,55761,6774,4644,7040,9352,55095,84243,1455,51300,259266,92797,9382,124997,4221,5595,9844,114882,84078,23220,3265 CCDC93,ADD1,TSC2,PIGQ,AGPAT1,DHX8,PPP1R16B,EEF2K,CALM2,CDKN2C,PSMD1,GSDMB,NSRP1,THAP4,AP1M1,PDS5B,UPRT,ECD,USP34,CCDC57,NRAS,KIF15,WDHD1,DIDO1,WBP1,KRIT1,TRIM47,AHNAK,WDR11,AXIN1,MYO18A,OGT,MLYCD,ST3GAL2,RNASEL,SMG9,SMAD1,CHPF2,PFKP,SLC25A33,DDX42,CLSPN,KIAA0100,RHOC,TRIO,DHX9,SLC4A2,ZNRF3,EIF2AK4,PSMD9,SLC38A5,RIMS3,MEGF8,EFTUD2,MRPL21,NUP85,NSUN4,LUC7L2,CARS2,PRRC2A,RB1CC1,MTA2,TEX10,MAN1B1,MATR3,ABCF1,RDH11,PDLIM1,CNOT6,WIPI2,ACSF2,ALS2,TRERF1,NQO1,ACTR3,ANK3,MON1B,MYH9,RCOR3,ANKIB1,AHCTF1,ATP2A2,SP100,TBC1D22A,SH3BP1,ZCCHC2,MAVS,GPD1L,GCC1,RNF169,DCTN1,ENPP4,SNX8,CRNKL1,CDCA2,TANC1,GPR137,PEX5,MBOAT1,COIL,LRCH1,ZNF786,RPS2,ANXA6,ZFP91,ATG2B,GMCL1,UBE4A,SLC25A43,KRI1,FBXO3,ADD3,COQ4,HUWE1,PRDM4,NAA50,DCP1A,GTSE1,LTN1,TPCN1,IMPA2,HNRNPM,PDPK1,GUK1,DDX24,GALC,POLK,RAB3IP,DDX39A,PICALM,UTP20,SLC19A1,ZNF180,ZNF862,KEAP1,POLE,CCDC6,TATDN2,PML,LY75,WDR76,PARP10,IGBP1,GPATCH4,TMEM131,TRIM11,FAM129A,CSNK2A1,SND1,SEC16A,GIT2,FANCI,TET3,DLG5,ABL2,NUP210,INTS1,EIF5,MYBL1,MCMBP,MRPL32,CCAR1,PTPRK,VPS13B,PLK1,METTL1,CELSR2,SEPT9,MIOS,TLK1,EZR,PSMG1,CDC6,LRP5,PBRM1,LUC7L,RAB5B,DPYSL3,NECAP2,TRAM2,TBC1D17,TONSL,ZNF564,LZTR1,CENPF,NKD2,ADCK5,RLF,ARID1B,RAPGEF6,TNS3,ZNF746,SLC27A4,AHDC1,MAML1,ALDH18A1,ABHD2,CAMSAP1,KRAS,ZNF761,ARPC1A,STYXL1,IRF5,PSMC4,MOSPD3,PCM1,CDC27,PALB2,SYNCRIP,PRPS2,NLRC5,BTBD10,MYO9A,UNC13C,USP7,TRAF7,ARID2,SLC2A1,TM9SF3,ATP6V1B2,GGPS1,DUSP22,COMMD8,VAV1,WDR44,RPAP1,AHCYL1,DVL2,POC5,PRPF19,KDM3B,CLPTM1,CLCN3,ZNF780B,CYP20A1,DNAJC9,NUP155,NFATC2,USP36,RHBDF2,SUGP1,IDE,ZNF700,MAFK,ZNF436,SLC22A23,H3F3A,USP53,SMAD4,PARD3,ZNF146,ZC3HC1,INTS2,CMAS,CTDP1,GOLIM4,RRP15,SLC12A9,NCAPG,RMI1,TUBGCP2,FZD6,DNAJB9,WRNIP1,GTPBP3,HERC3,NDUFV1,SLC1A4,ABCD1,CAMK2G,RNLS,RPAP3,PPAN,CNTN5,MLEC,BTAF1,ARHGEF12,RANGAP1,FAM50B,API5,SEC23IP,GOLGA7,L3MBTL3,NEIL3,CTBS,BBX,CDCA7L,USP20,UBE2C,HIPK3,MAX,NUP188,PRKCSH,CXXC1,ZDHHC8,ANKRD26,SUCLG2,DNMT1,SEH1L,ZNF524,ORAI2,NOL8,MKI67,DDX20,CCNF,RFC2,FOXRED1,MAK16,RAB2B,EIF3A,ZMYM3,WAS,RBM47,STT3A,PSMD8,MAP4,WDR4,EIF2D,ITGB1,DHTKD1,ARRB2,NMD3,HDAC2,DDX58,EWSR1,DHPS,VAV2,GSPT2,RRM1,DLGAP4,B4GALT1,NOTCH2,MAN2B1,WDR48,EXOSC7,KLHL5,MSH2,FBXL7,CYC1,PIKFYVE,PHF10,PRIM2,ZNF574,PIP4K2C,ARID1A,PLEC,PKM,CAT,SLCO4A1,EPRS,NSF,RBMX,DCK,ARAP1,FAM83D,CABIN1,CDKN2A,TRIP10,RAB11B,RAF1,SF3B1,URB2,SNN,SDHA,CD320,PHC2,FLAD1,NUDT19,ZNF75D,SHC1,SIAH1,UCHL5,LPIN2,MRPS27,TNPO2,TTC3,RNASEH2A,ANKLE2,ATP13A1,CUL3,KIAA1586,CDC23,AP4E1,AMZ2,HSPA4,DDOST,STAT1,PPA2,TRIM32,PDCD11,ATMIN,POLQ,NCOR2,SCAMP3,C1orf112,SLC41A1,MRI1,SLC25A12,BLM,FAM8A1,HEATR5B,HLA-A,CCDC28A,JAKMIP1,CCNK,PTEN,PTPN11,UPF2,CNN2,MSH6,NCOA2,PDLIM2,ZFP64,KAT2A,ILF3,PARP4,FBXO9,BMS1,ANAPC2,PACS1,COMMD4,MACF1,TSR2,MARK2,MYO1F,YIF1A,TTLL4,DDX5,WDR62,TAF6,BRWD3,CPEB2,ESPL1,BYSL,DEF6,DDB1,NPHP4,PLXNC1,TMEM184B,COPA,NF1,DCAF15,PHRF1,DNAJC24,KIF2C,USP48,COMMD5,RNF103,BCAT2,THADA,RAB35,ZNHIT6,NDUFB9,ARID4A,WDR41,FYTTD1,TDP1,LARS,VHL,LRBA,TMEM216,ARHGDIB,OGFR,KMT2C,PRPSAP1,GEMIN5,MAN2A2,CXXC4,EIF4ENIF1,ATXN2L,ACBD4,CHEK2,GALNT10,ZSWIM3,SASS6,PSMC1,CAPN1,SLC12A7,PIGN,PPP1R12A,GORASP1,TM9SF4,UFC1,TIA1,XPO7,NUP205,BUD31,ZNF335,KNTC1,ZRANB1,N4BP2,CSNK1G3,KDELR1,TRAFD1,CIC,SUGP2,OXR1,EIF2A,SYVN1,SLTM,MASTL,CAND1,EVC2,GNAS,TSC1,KLHL15,ODF2,FN3KRP,PTDSS1,WASF2,MBD1,PRKAB1,CHMP2A,IMMT,ASH1L,MDH2,WDYHV1,SMARCA4,CLCC1,CHD1,MEAF6,USP5,FARSA,CD3EAP,CYB5R1,F2R,ZNF770,ACSL5,POU2AF1,UBQLN4,FAM172A,RNF25,PCGF6,FANCE,EIF3G,RAD54B,DUS3L,STAT6,WDR59,SCARB1,AKNA,PPP2R2D,ABCA1,SHPRH,DBF4,NUP54,HDDC2,FASTKD3,FGFR3,GART,KLHL20,CTNNBL1,PELO,ZDHHC13,TMEM99,BRD7,ERI3,LDLRAD3,TTC17,STAT3,MYO5A,TGFB1,TXNL1,SAMD4B,ZDHHC18,CSNK1G2,TIMMDC1,ASPM,HELB,COG1,WDR81,MEN1,MAPK3,ELMO1,OSBPL8,KBTBD7,DTX4,HRAS haematopoietic_and_lymphoid_tissue-spleen-lymphoid_neoplasm-marginal_zone_lymphoma haematopoietic_and_lymphoid_tissue-spleen-lymphoid_neoplasm-marginal_zone_lymphoma 0.952446399555013 -0.048721446997747 329 39 0.0150753768844221 2587 17385 112858,1788,1540,23451,55143,51427,8454,4853,139818,526,57492,5728,23616,4904,23228,8545,4363,5796,51703,10194,55794,330,7128,26048,9238,9631,8289,90121,8189,55341,8772,5108,996,2874,1939,4217,80346,79903,1029 TP53RK,DNMT3A,CYLD,SF3B1,CDCA8,ZNF107,CUL1,NOTCH2,DOCK11,ATP6V1B2,ARID1B,PTEN,SH3BP1,YBX1,PLCL2,CGGBP1,ABCC1,PTPRK,ACSL5,TSHZ1,DDX28,BIRC3,TNFAIP3,ZNF500,TBRG4,NUP155,ARID1A,TSR2,SYMPK,LSG1,FADD,PCM1,CDC27,GPS2,EIF2D,MAP3K5,REEP4,NAA60,CDKN2A central_nervous_system-midbrain-glioma-oligoastrocytoma_Grade_III central_nervous_system-midbrain-glioma-oligoastrocytoma_Grade_III 0.953249004467594 -0.0478791246010609 19 1 0.000386548125241593 2587 17385 3020 H3F3A cortisol_and_virilizing_syndrome-producing cortisol_and_virilizing_syndrome-producing 0.955232072662939 -0.0458009599990544 41 3 0.00115964437572478 2587 17385 25888,23228,89845 ZNF473,PLCL2,ABCC10 haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma 0.955615502441102 -0.0453996409317413 3717 521 0.20139157325087 2587 17385 7249,26051,26263,29904,805,1031,5707,84081,9910,23047,9972,5094,9736,22836,4893,2551,56992,4170,54531,389072,84296,388962,55717,56852,6233,3984,8312,8086,5214,124411,9703,7204,7155,3693,79577,115201,54606,9126,25896,9783,25793,79902,26986,5464,79587,55109,9821,4605,9100,54887,9139,7458,1528,23154,5792,114885,57544,129450,57472,10611,54583,284352,21,288,9557,143187,4627,10308,253558,153396,8027,85021,54467,351,57189,23011,23683,23059,488,25771,9112,81573,1386,23171,23144,254225,57120,10921,1871,157313,85461,4144,54927,8881,286053,28996,79823,23335,154141,8566,5536,7804,23143,8975,51397,91404,22927,55102,2113,10654,65095,6118,11235,10075,9138,55802,23170,374655,4670,5530,7128,6867,51426,54545,117177,5140,27340,5426,23473,5371,4065,60386,5660,79968,11124,375790,9984,81559,116496,27044,64756,286826,23225,221294,2120,1983,4603,157680,26469,1952,54468,8624,990,4041,54443,1809,9697,1107,8754,60,9128,221336,113263,25913,79903,8650,84240,1063,6383,10664,51142,8621,5870,5532,10787,8702,139818,64759,5925,56913,7408,116150,81671,29969,90678,4363,83696,65985,262,51072,8491,3845,10552,5108,2590,64374,92675,4649,440279,7874,4698,9092,84231,196528,54148,6613,56255,54534,5164,55342,51400,90141,1182,330,7832,651746,9107,221656,63931,221079,3416,90592,10440,55165,115426,55192,128866,8648,56288,10463,27333,79677,55681,8323,9456,10283,10728,29890,91746,387,55197,9044,9205,23365,23398,84303,7165,3840,51382,11196,51125,56987,84668,26750,10114,10015,283464,7798,102,387921,22852,8853,606495,55010,493856,84279,23228,1786,80228,4288,51809,899,55608,51747,10785,4134,3688,64393,51068,23586,10808,6240,4853,57599,10615,55298,6184,431707,51088,51564,622,54872,4436,23545,23194,26578,84282,200576,221061,9648,5558,22936,8289,8087,4548,219988,5605,7520,355,51614,51586,55198,84669,55627,9701,4217,55291,9604,56829,1029,11165,9595,1788,6195,23451,29789,7957,1912,22992,9716,51755,60560,23141,23476,57130,4289,8872,26610,23085,56981,3308,6294,6400,22984,2139,8745,10721,55593,4719,4126,29086,641,54497,11060,55159,5728,2530,5781,8313,2956,10499,23241,10194,140609,163486,29882,55690,55227,3784,55288,23499,153642,53407,254065,9700,705,644815,1642,5412,261734,7325,10154,4763,120526,84196,587,667,91752,2806,9775,221895,54928,92241,9929,27247,92609,51520,23020,54819,165055,987,9194,51259,25870,23760,58508,1665,10036,55699,11200,1191,55568,158427,10723,23232,23556,4659,55596,23389,169714,7270,84236,8559,1119,596,4904,9735,9690,6558,1456,223,11163,23152,84447,83939,55843,60412,6478,79672,7534,23636,57536,6625,9791,57107,79585,4191,55093,7371,3661,1105,4084,152137,3376,4931,56681,10270,6185,5450,83989,5695,7456,57486,23705,64224,10236,11234,6778,2620,80709,5594,84306,10098,9371,55204,839,2138,57410,5552,10540,10926,10608,5305,51020,5996,9213,84888,26271,4121,79072,3799,2261,27252,10010,6238,29117,8125,9555,143458,55761,6774,4644,6576,9837,7040,6868,55254,259266,55269,152579,5575,3275,55628,6897,29028,9844,23264,1955,3265,5866,57688 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bone-femur-other-chondroblastoma bone-femur-other-chondroblastoma 0.957421314458771 -0.0435117394150858 193 21 0.00811751063007344 2587 17385 8216,5558,288,5695,9631,54887,55227,899,55843,10914,57458,91752,3376,25896,114882,4134,55192,90141,57536,3020,168850 LZTR1,PRIM2,ANK3,PSMB7,NUP155,UHRF1BP1,LRRC1,CCNF,ARHGAP15,PAPOLA,TMCC3,ZNF804A,IARS,INTS7,OSBPL8,MAP4,DNAJC17,EFCAB11,KIAA1328,H3F3A,ZNF800 oesophagus-lower_third-carcinoma-adenocarcinoma oesophagus-lower_third-carcinoma-adenocarcinoma 0.959338005931926 -0.0415118095421832 6451 921 0.356010823347507 2587 17385 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44,57553,57185,55095,51105,4678,55254,55269,92797,259266,129285,84265,124997,4221,3275,6897,7942,221496,29028,9373,9844,27309,114882,23264,84078,114785,57178,9581,83940,528 CCDC93,RAB14,TSC2,ABCC10,PIGQ,DHX8,GLUD1,CNTROB,PPP1R16B,ANKRD23,ANKRD39,EEF2K,CDK5,NAPG,USF1,PSMD1,NSRP1,THAP4,DNAAF2,ATP13A3,AP1M1,PDS5B,DNM2,NUP153,ECD,TIPARP,MGAT5,PCBP2,USP34,PLK3,ZNF672,CCDC57,ZNF559,NRAS,EHMT1,KIF15,WDHD1,MIER2,SMC2,DIDO1,WBP1,GINS4,KRIT1,PWWP2B,AHNAK,SMAD2,WDR11,AXIN1,MYO18A,MPV17,SMG9,SMAD1,LONP2,PDCD4,PFKP,SLC25A33,NXT2,HIVEP3,KIAA0100,PHF23,MUM1,CCZ1,TRIO,DHX9,TOP2B,ZNRF3,EIF2AK4,PDCD7,ITGB5,APH1B,PSMD9,MYL6B,COPB2,DDRGK1,GNS,SMC3,INTS7,RIMS3,MEGF8,FBXO7,EFTUD2,PHF14,CPSF4,NUP85,PABPC1,NSUN4,PPA1,LUC7L2,NAGPA,FOXK1,RBM42,PRRC2A,RB1CC1,TYW1,MAN1B1,GTPBP4,SSR2,USP10,UHRF1BP1,CBFA2T2,NCDN,RDH11,PTPRF,KPNA1,CCDC86,ETS2,TEX30,TYW5,SLAIN1,WIPI2,TMEM159,NDE1,PDLIM5,HEXA,ACSF2,ALS2,EGLN1,EXOC3,ZNF296,ABCA3,NQO1,IVNS1ABP,POC1A,UBR2,ANK3,CHD1L,WDTC1,MON1B,MYH9,NUF2,PRKACA,TCF19,SAFB2,C19orf48,STMN1,TMEM161B,CPNE3,RAB21,PRKD3,CLUAP1,RBM23,FBXL6,AHCTF1,ATP2A2,SP100,GRSF1,MTA1,GMEB1,NUP107,SEPT11,INTS12,RNF19A,MAVS,ATF2,GPD1L,ZC3H3,GCC1,RNF169,DCTN1,ADCY7,ENPP4,SNX8,CPNE1,ERMP1,IDH3A,PFKFB3,ATP6V0A1,CDCA2,GORAB,MEF2D,NDUFA7,TANC1,GIGYF1,DDX17,CHCHD3,TAF2,PPP2CA,VPS26B,CORO1C,NSMCE2,WDR7,RNF38,DMWD,FUS,PPP5C,LRP8,COIL,TUBB,USP13,MZT1,ZNF445,TMBIM4,SESTD1,ZFP91,CCM2,ATG2B,AKT1S1,IP6K2,ETS1,PMVK,IFT27,PNO1,ZNF92,KRI1,CAPN2,RPA2,PSMD2,ADD3,CLIC4,HUWE1,PRDM4,ZNF260,DCP1A,ANXA5,LTN1,UBE3B,SGCB,TPCN1,TMX1,MED22,HNRNPM,LYPLA2,SPTAN1,LDHB,PPP3CA,GALC,TACC1,MRS2,LLPH,PDE3B,PICALM,UTP20,SH3BP5,ZNF180,ZNF862,KIF18A,KEAP1,POLE,TATDN2,MAPK6,CAPN7,PML,LRPPRC,LY75,RGL1,WDR76,YWHAH,ANAPC4,TMEM131,DDX47,GPBP1L1,GNPDA1,TRIM11,RBM8A,MCCC1,CSNK2A1,SND1,SEC16A,FANCI,PAPOLA,PRNP,KRR1,LIN9,ABL2,NUP210,NT5DC1,IL6ST,SLC44A1,PPCDC,MYBL1,MCMBP,TACC3,ABCC5,PTPRK,VPS13B,PLK1,METTL1,PTPN18,CELSR2,PBXIP1,TLK1,MRPL12,GMFB,LNX2,EZR,CKAP2L,LRP5,IL12RB1,PBRM1,ESYT1,ODC1,LUC7L,LSG1,DPYSL3,OPTN,NECAP2,TRAM2,CHD3,ZNF367,NAGLU,SOCS4,ADAM9,ARRDC1,QRSL1,KPNA2,DNAJC30,CLN3,NGLY1,MYL12B,NUMB,CENPF,NKD2,CTCF,RACGAP1,ADCK5,CDK13,PPP3CB,DOCK11,RLF,ARID1B,RAPGEF6,RB1,VASP,CCP110,VMP1,KIF13B,TIMELESS,CTR9,GLE1,MAML1,LRSAM1,HDHD2,ABCC1,CYTH1,TRAPPC9,NSDHL,ACSL3,MEMO1,UTP15,KRAS,EIF2AK1,MAP4K3,ZNF761,METTL22,EIF4G2,ARMC8,APPL1,ZNF174,PSMC4,HAUS8,RXRB,GOLGA4,TMEM168,CDC27,SYNCRIP,PALB2,PRPS2,PRMT7,DTD1,CCNB2,UNC13C,RNF114,USP7,SART1,CYLD,TRAF7,SUCLG1,UGP2,ARID2,TM9SF3,HCFC1R1,GGPS1,LYN,VAV1,CSDE1,NRF1,STRBP,BRPF3,PPME1,RPAP1,CORO1A,METTL9,TOP1MT,ZNF583,PRPF19,CLPTM1,CLCN3,PPT1,PSMA8,CYP20A1,MTMR6,NUP155,NFATC2,PRPF3,EIF3H,USP36,SUGP1,MRPL2,ATP1A1,IDE,DHX16,PLEKHG4B,CLK3,RBL1,SCAP,CEP55,AP1S1,LTA4H,CHID1,USP53,SMAD4,PARD3,ZC3HC1,ATXN7L2,INTS2,SLC30A9,CMAS,CTDP1,C19orf53,CDT1,GNE,TMX3,CHAC2,SLC12A9,BZW2,SCYL2,FZD6,WRNIP1,SLC35B4,DDX31,POLR1B,RNLS,RBM15B,YTHDC1,RPAP3,CNTN5,RHOA,BTAF1,ZNF202,TOP3A,ARHGEF12,RANGAP1,PPWD1,FAM50B,API5,RHOT2,NEU1,ZFR,DDX23,TPD52L2,TRIM26,KPNA4,FBXO41,L3MBTL3,SNAP29,E2F1,PKD2,RBPJ,TAF12,CHMP7,RPS6KC1,IFI16,NUP188,ZNF496,PNISR,PDCD6IP,GXYLT1,ZDHHC8,USP39,YTHDF3,OAT,UBE2I,SLC20A1,ELMOD2,ANKRD26,PA2G4,ASAP2,NOL11,DBNDD1,CDC25B,PLCL2,DNMT1,SEH1L,CDC5L,SRP72,ORAI2,ATG9A,AKT2,NOL8,NSUN2,MKI67,DDX20,FOXRED1,RAB2B,IWS1,ZMYM3,MAP3K4,STT3A,TPP2,PSMD8,C1orf109,ITGB1,DHTKD1,TRAF5,ARRB2,ZMAT3,NMD3,PTOV1,DDX58,WSB2,HSPH1,PRPF38B,MAPRE1,MUT,GSPT2,VAV2,DLGAP4,B4GALT1,KIF23,PXMP2,CYCS,NOTCH2,FAM136A,MAN2B1,PSEN1,VPS25,JMY,SPAG5,NPLOC4,CFLAR,RPN1,RNF121,LHX8,KLHL5,KLF16,DAPK1,OSTF1,GNAI2,ANKHD1,MORC3,FDFT1,GCC2,PIGT,PRIM2,EMB,ZNF574,SEPT8,DCTD,CAPZA2,ARID1A,PLEC,RIT1,FXR1,PTTG1IP,CCT8,PI4K2A,ADSS,EPRS,SLCO4A1,TTC13,RBMX,QARS,ACLY,PIAS2,USP32,ARAP1,CEBPG,LPCAT4,CABIN1,SAMD8,TCOF1,PPP6R3,PPP6R2,CABLES1,NRBP1,CDKN2A,CYTIP,ATXN3,TRIP10,URB2,CAST,SF3B1,MAGED1,KIAA0232,SLC39A13,POMP,SLC25A44,SDHA,PHC2,FLAD1,APLP2,MTMR4,UCHL5,LPIN2,MRPS27,TNPO2,TTC3,AQR,RBM12B,CDK12,NAA35,CFL1,CCT2,CDKN2AIP,BRD4,MKLN1,CDC123,ELP4,PKMYT1,GALK2,CDC23,PSMB9,DHX57,SUPT16H,HSPA4,CHMP4A,DDOST,PPP2R5A,JAK1,DGCR8,TBL3,STAT1,LMBR1,SEL1L,ATF6,NCLN,BEND3,TRIM32,PDCD11,EYA2,POLQ,NCOR2,ANKRD13D,NDUFS1,PKP4,DEPDC1,B4GALT5,SLC41A1,C1orf112,MECP2,MANBA,CBLL1,SLC25A12,MYNN,SECISBP2,BLM,POFUT1,FOXO3,FAM8A1,HEATR5B,CCDC28A,RFWD3,MAT2B,PTEN,RPL17,CRAT,AHSA1,CENPJ,FUT8,FJX1,AXIN2,PRC1,PTPN11,CNN2,PACS2,NCOA2,MSH6,SMC4,TSHZ1,ZFP64,LONRF3,KAT2A,TMEM126B,NET1,DENND4C,RPL8,PARP4,ILF3,RFXANK,FBXO9,BMS1,OTUD3,RHOT1,ARSK,KIF11,GUF1,MACF1,MARK2,FADD,MYO1F,FBXO21,INF2,ZHX1,PRDX3,MFAP1,STX18,DDX5,NDUFS5,WDR91,WDR62,TAF6,CPEB2,ESPL1,IPO4,S100PBP,POLA2,PIGM,SKA3,COPA,TMEM184B,PLXNC1,DCAF15,NF1,PHRF1,MOGS,ZNF107,UBE2Q1,ABCB10,TAF6L,SLC29A1,USP48,CUTC,RNF103,SF3B2,MBD4,ZNF804A,CDC42,EIF4A3,THADA,DPYSL2,SRI,GPATCH1,JOSD1,ZBTB22,TECR,ARID4A,SRPK2,TIMM50,DEAF1,TDP1,LARS,SNRNP200,CCDC138,NCK1,VHL,KMT2C,OGFR,UBTF,MAN2A2,GEMIN5,EIF4ENIF1,BRWD1,UEVLD,U2SURP,IARS2,ATXN2L,GALNT10,CHEK2,COPS6,SASS6,DCAF5,SLC12A7,ZCCHC8,EPN1,PCSK7,TIA1,MED13L,THRAP3,PM20D2,RGS2,TTF1,NUP205,NFATC3,ZNF449,ZNF335,CAPZA1,BCL2,KNTC1,UBE3C,N4BP2,CSNK1G3,KDELR1,ALDH9A1,TRAFD1,CIC,SUGP2,OXR1,EIF2A,SLTM,EVC2,MASTL,CAND1,TSC1,NAP1L1,RBM25,UAP1,ODF2,EXOC4,KIAA1328,YWHAZ,NANP,SNRNP70,EHD4,TSEN15,C7orf26,ADNP2,SMARCD1,TMEM106C,MBD1,FEZ2,ASH1L,IMMT,CORO7,MPHOSPH8,WDYHV1,HNRNPUL2,SMARCA4,UCK1,EXT2,CHD1,PAIP1,MXD1,USP5,RRN3,UBXN2A,IARS,SAR1A,KIF14,PPP6C,PARL,ABI1,ACSL5,RNF25,PSMB7,PCGF6,SMU1,NLN,ATXN1,WIPF1,BOLA1,OGDH,CADM1,AZI2,BUD13,EIF3G,BTBD1,PON2,DAP3,SURF4,STAT6,HPS5,ARNTL,FKBP5,AKNA,SMURF1,BRD9,ABCA1,PPP2R2D,DNAJC2,GCLM,MAGEH1,GOLPH3L,TRIP12,RAE1,EYA1,SRGN,SCYL1,VPS45,DBF4,MYO9B,DCUN1D4,GFM2,PIP4K2A,MFSD10,XPR1,MAN1A1,FASTKD3,GART,CTNNBL1,KLHL20,SEC24C,PPIG,TANK,ARHGEF2,YIF1B,TTC17,MRPL11,LDLRAD3,ERI3,STAT3,SLC35A1,MYO5A,MICAL3,NIPAL3,SAMD4B,PHF20L1,NASP,TMEM39A,PSPC1,HELB,ASPM,PPP1R21,POLR3GL,WDR81,MEN1,PRMT2,TARS,TFEB,LEMD2,ATAD2,PLAA,ELMO1,ZNF330,OSBPL8,ZC3H7B,KBTBD7,MBD6,ZMIZ1,PREPL,TATDN1,ATP6V1C1 large_intestine-colon large_intestine-colon 0.959574852473662 -0.0412649546191975 1324 176 0.0680324700425203 2587 17385 375790,1831,6890,29937,23456,50804,10444,22852,667,27,23225,23446,10745,2120,4603,1786,10057,157680,9736,6731,8910,1952,23762,9874,4288,57050,58508,4122,55717,146909,1107,5714,55526,92714,9031,10795,9128,56006,55768,6231,22928,10723,5965,4659,1725,1063,23708,10664,23389,7155,9967,5532,23039,55225,9738,10092,200576,9690,5832,22870,221061,8542,9295,9821,9219,2181,9774,55700,26003,27102,3845,5339,79091,4548,84295,55832,22872,27153,5108,79728,60412,84669,4190,84280,91603,10611,79034,57679,22850,196528,23451,56949,4998,10308,598,54985,1105,153396,23243,23059,27154,9928,9112,115,5537,57122,55973,7267,9716,79571,113,83891,55334,1182,11224,57130,4289,9448,51340,23705,2585,64599,6873,7716,54431,57693,54487,64770,6294,152006,22984,348654,19,4089,51530,8975,4719,9320,4650,64151,10363,54497,4121,65095,8916,5708,3696,5728,10075,91408,9181,246175,2091,81542,10499,10051,53942,387,255758,51426,259266,7753,55269,143,50640,8539,51663,3304,5976,84078,2734,4065,57178,29062,132864,23505 AGRN,TSC22D3,TAP1,NENF,ABCB10,MYEF2,ZER1,ANKRD26,DST,ABL2,NUP210,SLC44A1,PHTF1,ETV6,MYBL1,DNMT1,ABCC5,VPS13B,USP34,SRP72,SGCE,CELSR2,OSBP2,TLK1,MKI67,UTP3,KMT2C,MAN2A2,WDR11,KIF18B,CHD3,PSMD8,DHTKD1,ARRDC1,BAZ1B,ZNF268,PRPF4,SMG9,NGLY1,RPS26,SEPHS2,SLC12A7,RECQL,PPP1R12A,DHPS,CENPF,GSPT2,CTCF,MED13L,TOP2B,THRAP3,PPP3CB,XPO7,RAVER2,CCP110,ARPC5,PIKFYVE,UBE3C,ALDH18A1,PPP6R1,FAM171A1,APOL1,SRSF11,RB1CC1,MTA2,ACSL3,BCLAF1,MAP7D1,GORASP2,EIF2AK1,KRAS,PLEC,METTL22,MTR,PHF6,CAND1,SEC31A,ZNF777,PCM1,PALB2,EXOC4,USP32,MDH1,BTBD10,ZNF830,PDLIM5,C7orf26,ALS2,ADNP2,ARID2,SF3B1,XAB2,ORC1,ZNF267,BCL2L1,HCFC1R1,CHD1,TMEM161B,ANKRD28,CLUAP1,BRPF3,KIF14,MTA1,ADCY9,PPP6C,NUP107,BCAP29,TTC3,AQR,GCC1,ADCY7,SNX25,SLC39A9,CLCN3,RPL35,ATP13A1,MKLN1,MAP4K4,CRNKL1,CADM1,GALK2,GIGYF1,TAF2,VEZF1,DNAJC10,ZNF317,DGCR8,CCDC14,SAFB,RNF38,PDCD11,GEN1,ABCA1,SMAD4,ZC3HC1,USP13,NDUFS1,TRIP12,MYO9B,NCAPG,HMG20A,HEATR5B,MAN1A1,KRI1,HERC3,PSMD2,ITGB8,PTEN,HUWE1,BTF3L4,ARHGEF2,CNOT6L,FBL,TMX1,NCOA2,SMC4,CNTN5,RHOA,TCTEX1D2,POLK,ASPM,ZNF202,PSPC1,PARP4,PNPLA8,API5,ZFR,HSPA1B,UPF1,KBTBD7,GLG1,LY75,ZMIZ1,WDR91,CPEB2,TMEM131 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TSC2,ABCC10,HEXB,CCNL2,CMTM6,FBXO22,RPL23A,EEF2K,CDKN2C,THAP4,ATP13A3,MECR,AP1M1,DNM2,CRY2,RNF26,ZNRD1,TIPARP,MGAT5,FTSJ3,USP34,BAK1,CCDC57,RHOBTB3,NRAS,GABPA,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,WBP1,KRIT1,BOLA3,AHNAK,MYO18A,MPV17,RNASEL,OAZ1,PDCD4,ZNF720,HIVEP3,MUM1,CCZ1,TRIO,DHX9,RAB23,KCTD17,EIF2AK4,PARN,COPB2,ERV3-1,SMC3,C4orf3,MEGF8,EFTUD2,GEMIN4,MRPL21,CPSF4,MVP,NUP85,PABPC1,NSUN4,PPA1,LUC7L2,EIF3L,IFRD1,AGGF1,RBM42,MTA2,TYW1,ITM2A,USP10,BCLAF1,MAP7D1,MTX1,EIF4H,SFXN5,RDH11,TXNDC16,ETS2,WIPI2,ZNF830,PDLIM5,ACSF2,MRPL3,ALS2,FAM72A,FAM72D,EXOC3,KARS,TRIM41,POC1A,PTTG1,ANK3,VTI1A,TPX2,TBC1D13,INO80E,DAZAP2,LCLAT1,RCOR3,GLRX3,CBWD5,CPNE3,KIAA1147,FBXL6,ZNF420,AHCTF1,TBC1D22A,SH3BP1,MTA1,NSFL1C,CLCN6,SEPT11,GPD1L,ZC3H3,SNX8,CPNE1,POLR2L,IDH3A,POLR2D,E2F3,PFKFB3,GORAB,MEF2D,TMEM147,GSTCD,TANC1,RAB1A,MAT2A,VPS26B,CAMKMT,RNF38,SNRPG,PITRM1,TUBB,USP13,COMMD10,MZT1,ZNF445,SRSF6,TRMT6,CCM2,FLOT1,ATG2B,WDR5,PMVK,SLC25A43,RRP36,NEIL2,PPP1R3B,GOLM1,RPA2,PSMD2,CLIC4,ITGB8,CBWD2,HUWE1,ARHGEF1,ZNF260,LTN1,UBE3B,NAP1L4,FBXL19,RPL22L1,STAU1,DDX24,TACC1,MRS2,RAB3IP,PICALM,UTP20,SH3BP5,SLC19A1,MAGT1,GPS2,FAM3C,YWHAH,GPATCH4,TMEM131,TRIM11,FAM129A,YTHDC2,SNX15,RBM8A,SND1,RUFY1,FANCI,PAPOLA,ZER1,CREM,KRR1,FANCL,RAB8A,NUP210,NT5DC1,INTS1,SLC44A1,EIF5,TACC3,VPS13B,RYBP,PLK1,PTPN18,SEPT9,CELSR2,MIOS,APH1A,SNRPB,PSMG1,UBE2V1,IL12RB1,PBRM1,EAF2,ODC1,USP21,TRAM2,FBXO28,CHD3,E2F4,BCL7C,ADAM9,ARRDC1,KPNA2,PRPF4,DNAJC30,FAM208A,NGLY1,POT1,MYL12B,NUMB,CTU2,PARP12,ZCCHC9,HJURP,FAM53C,DNAJB2,CENPF,NKD2,LAMTOR3,SDC2,COX4I1,CDK13,DNAJB1,NCKAP1,RSAD1,ARID1B,TNS3,MLX,UBE2Q2,CCP110,SSBP3,KIF13B,ZNF746,ARL6IP1,CTR9,HDHD2,NTPCR,ABHD2,DCAF8,CAMSAP1,MAP4K3,ZNF761,METTL22,STYXL1,APPL1,IRF5,NMT2,BBS12,HAUS8,RXRB,SDHB,PCM1,GALNT2,TMEM168,COX7A2L,NLRC5,ZDHHC7,SIL1,BTBD10,MYO9A,UNC13C,BCCIP,USP7,SART1,RPLP2,SUCLG1,ARID2,TMX4,TOR1AIP1,SLC2A1,LAGE3,TM9SF3,ZFYVE21,ATP6V1B2,LYN,VAV1,OIP5,TMEM69,NRF1,ZNF473,ZNF302,WDR44,PPME1,EFCAB11,RPAP1,BCAP29,CABLES2,TOP1MT,AHCYL1,LMAN1,CTDSP2,PRPF19,SNX25,KDM3B,ARHGAP17,MND1,CLCN3,BIRC3,PPT1,RAB7A,ANKRD33B,NUP155,DCLRE1C,CHMP2B,VDAC1,RHBDF2,GLOD4,SUGP1,IDE,RBL1,STK38,UBXN2B,UHRF2,H3F3A,SLC22A23,CHID1,SMAD4,PARD3,BCL2L12,SLC30A9,NADSYN1,C19orf53,TMX3,HMGN3,ARF1,SLC12A9,NCAPG,SCYL2,DNAJB9,FZD6,HERC3,HOMER1,CTSS,POLR1B,ORC3,RNF5,RNLS,YTHDC1,ACP2,RPRD1A,RHOA,CSRP1,BTAF1,METTL5,TOP3A,ARHGEF12,RANGAP1,PNPLA8,PCGF1,HAGH,ZFR,DDX23,RAB18,ATP6V1D,SEC23IP,NEIL3,CTBS,E2F1,USP20,IMPDH1,TMEM219,HIPK3,IFI16,NUP188,MAX,H2AFZ,LUZP1,GXYLT1,PRKCSH,ADAM10,CXXC1,AP3M2,CUL1,USP39,NANS,GYG1,OAT,UBE2I,SLC25A37,ANKRD26,PA2G4,NOL11,TRA2B,SUCLG2,SLC26A2,MARCH2,ZNF800,CDC5L,SRP72,OSBP2,KLF10,NSUN2,LACTB,USP22,RFC2,RAB2B,EIF3A,PRIM1,ZMYM3,IWS1,DOT1L,MAP3K4,KIF18B,TPP2,LUC7L3,MAP4,BTF3,NMD3,B4GALT2,PTOV1,PRPF38B,RECQL,C9orf78,DNAJC5,EWSR1,PRKAA1,VAV2,ANKH,RRM1,DLGAP4,TATDN3,CYCS,FAM136A,PRPF39,ZNF79,PDXDC1,NDUFS7,CNOT3,NPLOC4,SPAG5,WDR48,C12orf10,FAM192A,RPN1,CEP104,LHX8,KLHL5,ZNRF2,MSH2,PIGG,TPST1,OSTF1,FBXL7,CYC1,MRPL40,FAM171A1,SYTL3,APOL1,FDFT1,GCC2,PRIM2,ELL2,WDR1,EMB,ZNF574,GORASP2,EXOSC9,ARID1A,ADRB2,GOSR1,MAP2K2,MTR,TWISTNB,PHF6,AKAP1,PI4K2A,HMGN2,XRCC5,DERL1,CAT,HSPBP1,TTC13,GOLGA2,RBMX,MED15,PIAS2,FAM83D,USP32,APPL2,ARAP1,CABIN1,SMPD4,GPI,NUDT3,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,SLC39A13,BCL2L1,CD320,NUDT19,CCNA2,MTMR4,RALB,LPIN2,ADCY9,BRI3,TTC3,TP53BP2,AQR,ILKAP,CDK12,CFL1,CDC123,OAF,DRAP1,NARF,VDAC2,LRRC8A,ELP4,ABHD11,ASB13,SERP1,EML4,TRIM28,SUPT16H,AMZ2,EIF3K,ANKZF1,CHMP4A,DDOST,DSN1,DGCR8,SAFB,LMBR1,RWDD4,CBWD1,ATF6,NCLN,BEND3,XRCC4,EYA2,PRPF4B,ADAM23,NDUFS1,DEPDC1,B4GALT5,MECP2,MANBA,TKT,FAM76A,ARGLU1,SECISBP2,LANCL1,FAM8A1,HEATR5B,HLA-A,WWP2,SLC25A36,JAKMIP1,RFWD3,CCNK,DNAJC8,FUT8,AXIN2,PTPN11,CNN2,CITED2,MSH6,JMJD4,LONRF3,RFXANK,FBXO9,PACS1,BMS1,KCNQ1,OTUD3,KIF11,KLF6,COMMD4,GUF1,MACF1,SMAP2,MYO1F,RPL32,ZHX1,WDR62,WDR91,ESPL1,DDB1,IPO4,FAM83G,POLA2,UBL3,NAT9,ZNF76,GPR132,MTX3,COPA,UQCR10,HMGXB3,PHRF1,UBE2Q1,ABCB10,COMMD5,BRIX1,MRPL19,SF3B2,DST,CDC42,SYNM,GOT2,SIVA1,RAB35,JAZF1,HADHB,RPF2,GPATCH1,CNNM3,WDR41,LARS,DEAF1,SNRNP200,CCDC138,NCK1,LRBA,TMEM216,SREK1,ARHGDIB,PITPNB,KMT2C,OGFR,PRPSAP1,RPL37,MAN2A2,HSPB11,EIF4ENIF1,BRWD1,NIP7,U2SURP,SH3GLB2,CRCP,ACBD4,BAZ1B,ZNF268,CHEK2,VPS4A,CHPT1,TSTD2,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R2,PPP1R12A,GORASP1,ZCCHC8,EPN1,PCSK7,RPL15,THRAP3,PM20D2,RGS2,TTF1,QSOX2,PRPF18,NUP205,LYAR,DTL,ZRANB1,SLC12A2,CSNK1G3,POLR2I,TRAFD1,SUGP2,RPL6,EIF2A,VKORC1,DAPK3,ARHGAP15,EVC2,MASTL,KLHL15,FN3KRP,YWHAZ,SNRNP70,EHD4,C11orf1,ADNP2,TCF12,FEZ2,CORO7,PMS2,SMARCA4,CLCC1,SAP130,RRN3,UBXN2A,IARS,NVL,KIF14,CS,CLTB,DNAL4,EBAG9,UBQLN4,HPDL,SELPLG,RNF25,METTL2A,SMU1,ATXN1,GLO1,FAM72B,BICD2,CADM1,HERPUD2,EDEM2,FANCE,PDHX,RPS9,ALKBH6,PON2,SURF4,STAT6,HPS5,ARNTL,ANP32E,FKBP5,BRD9,MAPK1,ABCA1,PDCD2L,TMEM33,GCLM,TRIP12,SHPRH,RAE1,SCYL1,DCTN2,NUP54,VPS45,CHIC2,PAWR,MYO9B,PIP4K2A,GFM2,KLHL20,SEC24C,PPIG,RRBP1,ZDHHC13,TMEM99,H2AFY,ARHGEF2,NDUFS8,LDLRAD3,FBL,ERI3,STAT3,FRMD8,SLC35A1,MYO5A,NIPAL3,DCAF6,HEMK1,FAM49B,TIMMDC1,PSPC1,HELB,ATP2C1,SCFD2,COG1,RCOR1,ARL17A,CDK11A,UPF1,ELMO1,ZC3H7B,DTX4,ACAT1,MEGF9,CENPT,ZMIZ1,PLOD3,HRAS,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acute_myeloid_leukaemia acute_myeloid_leukaemia 0.963998948208661 -0.0366650754420407 10696 1551 0.59953614224971 2587 17385 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upper_aerodigestive_tract-pharynx-carcinoma-squamous_cell_carcinoma upper_aerodigestive_tract-pharynx-carcinoma-squamous_cell_carcinoma 0.964426799049707 -0.0362213447475352 1513 202 0.0780827212988017 2587 17385 65986,25957,4839,10154,29855,9682,4763,116496,29907,7329,26051,80230,26263,10992,667,9775,10745,200081,245812,10460,10057,8615,4893,8813,7428,83693,4288,150468,54531,389072,11083,58508,11054,55707,10195,80319,8473,23417,6794,55568,140831,7188,5700,8816,83752,8704,8880,22928,23232,8216,65005,9777,4666,23708,5562,4125,4853,56339,51593,84236,57599,5925,3632,155061,54872,191,200576,9794,79902,55728,221061,9648,10906,9219,54881,79837,2629,9452,3845,5339,79896,79811,55544,9397,9636,355,7520,2778,9063,84166,79672,4649,1029,79022,9092,84324,55870,9816,23451,22974,4627,8895,8027,390916,7409,7812,5899,51096,80254,389677,23144,57147,79571,22875,51340,339175,6310,10553,54472,23085,8050,4144,90957,11198,25788,5889,3716,5933,137886,28996,11234,23335,84336,3020,4089,23300,5892,23143,55191,9612,2730,8502,839,9334,254428,4126,22927,83605,10540,22906,285362,9354,11020,2113,2309,10844,54497,3105,152789,55186,11060,56897,2261,5708,283459,5728,10075,55835,9138,5781,26046,6143,124565,1385,23595,10651,2956,91746,140609,143,3609,54545,55227,50640,4221,23499,3832,55628,5140,51663,27340,11244,4236,7027,84078,4065,6883,4725,84875,9700,3265,50619 ZBTB10,PNISR,NOP2,PLXNC1,UBN1,KDM4A,NF1,FAM129A,SNX15,UBE2I,PPP1R16B,RUFY1,FBXO22,SF3B2,DST,EIF4A3,PHTF1,TXLNA,CNPY4,TACC3,ABCC5,USO1,NRAS,DPM1,VHL,HSDL1,MKI67,CKAP2L,MIER2,PLEKHM3,DIDO1,KMT2C,OGFR,NECAP2,ALG3,CXXC4,OGT,MLYCD,STK11,GALNT10,ZSWIM3,TRAF5,PSMC1,DCAF5,LONP2,B4GALT2,FUBP1,SEPHS2,TBC1D12,LZTR1,MRPL9,TM9SF4,NACA,GSPT2,PRKAA1,MAN2B1,NOTCH2,METTL3,SRRT,RHBDD1,WDR48,RB1,INPP5A,ZNF746,PIGG,AHCY,PIKFYVE,MAML1,NUP85,N4BP2,FAM171A1,GCC2,TRAFD1,MTA2,TEX10,PIP4K2C,GBA,ITM2A,KRAS,PLEC,THNSL1,SLTM,RBM38,NMT2,ISG15,FAS,XRCC5,GNAS,PIAS2,NLRC5,FN3KRP,MYO9A,CDKN2A,TMEM106C,SART1,SARNP,ASH1L,URB2,SF3B1,TPX2,MYH9,CPNE3,STAM,NUDT19,VAV1,CSDE1,RALB,UTP18,CEP63,RBM12B,ZC3H3,SCYL3,GCC1,ENPP4,CRNKL1,METTL2A,ATXN1,HTATIP2,TOLLIP,ERC1,PDHX,MAT2A,DHX57,SUPT16H,RAD54B,RAD51C,JAK1,RBL1,UBXN2B,HIPK2,HPS5,WDR7,TMEM101,H3F3A,SMAD4,ATMIN,RAD51D,LRCH1,NADSYN1,NCOR2,GCLM,PKP4,CASP6,B4GALT5,SLC41A1,MANBA,HABP4,CCM2,DCTN2,TRAK1,SUMF1,UBE4A,IFT27,ETS1,FOXO3,TUBGCP2,HEATR5B,HLA-A,JAKMIP1,SLC25A36,WWP2,WRNIP1,FGFR3,PSMD2,GATC,PTEN,HUWE1,CENPJ,ARHGEF1,PTPN11,LTN1,RPL19,SLC38A10,CREB1,ORC3,MTX2,MSH6,YTHDC1,NEK7,PARP4,ILF3,MTMR12,LRRC1,PNPLA8,MEN1,MACF1,KIF11,ZNF407,PDE3B,ZFR,UTP20,ZHX1,MFAP1,TFDP1,KBTBD7,LY75,TAF12,NDUFS5,PARP10,ESPL1,HRAS,DEF6 haematopoietic_and_lymphoid_tissue-tonsil-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma haematopoietic_and_lymphoid_tissue-tonsil-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma 0.965457706311724 -0.0351529830324076 53 4 0.00154619250096637 2587 17385 596,23476,84282,4548 BCL2,BRD4,RNF135,MTR large_intestine-adenoma large_intestine-adenoma 0.965776663266838 -0.034822668946206 267 30 0.0115964437572478 2587 17385 114825,7040,6938,1355,53942,65005,4893,25829,55635,51056,987,7204,65264,3845,221656,55249,9467,79026,5728,26173,26015,6794,4649,55291,113263,440279,2139,4089,3265,5094 PWWP2A,TGFB1,TCF12,COX15,CNTN5,MRPL9,NRAS,TMEM184B,DEPDC1,LAP3,LRBA,TRIO,UBE2Z,KRAS,KDM1B,YY1AP1,SH3BP5,AHNAK,PTEN,INTS1,RPAP1,STK11,MYO9A,PPP6R3,GLCCI1,UNC13C,EYA2,SMAD4,HRAS,PCBP2 neuroblastoma neuroblastoma 0.967674452933239 -0.0328595572233644 4066 569 0.219945883262466 2587 17385 54520,118,7249,9091,10554,1659,26051,29904,805,1031,5707,55876,84081,51078,8907,23047,139596,11319,9736,284001,4893,56992,11169,11083,23559,889,91107,79026,55717,8312,399687,8473,23417,6483,6041,56006,4086,54480,5214,84275,11325,63967,9703,389,7204,1660,6522,84133,440275,5715,92745,1954,9783,9343,219927,79902,387338,51631,79587,7916,9821,9219,54881,11253,9782,23,51109,9124,57472,80221,57679,55809,1728,10096,288,22879,4627,55758,54467,25909,488,6672,25771,23616,54877,57506,23171,79571,254225,1639,22875,29886,51340,157313,85461,56834,5830,154141,8161,23143,136051,6187,309,80829,55102,64395,9354,203427,65095,26273,120,51117,10075,11108,80218,55802,51512,26046,53373,3613,4670,5170,57062,51426,117177,10212,8301,27340,6573,7733,643641,9817,5426,8030,9797,5371,4065,79968,84875,3476,54865,23505,81559,116496,1457,27044,9919,9815,55215,200424,9231,27,23225,26173,1983,4603,79892,64983,55749,5796,157680,5347,4234,10801,1952,54468,9874,7430,8624,990,4041,55193,55692,5869,1809,55707,9697,79735,4796,163050,8216,1063,85409,203054,6018,57492,51735,64759,155061,10999,27245,9794,5832,11057,157922,3845,388561,10552,3663,5704,64598,5108,996,79728,10492,5634,84166,84280,4649,440279,7874,84231,196528,6513,56889,526,9453,56940,54951,7409,54521,26015,10768,1856,134359,27339,51780,1209,1182,163131,57404,23234,9631,4773,57602,79651,57794,3416,90592,7975,80818,63027,3020,54532,4089,56288,7705,51530,57508,55907,9150,27333,51018,56996,64151,80010,10844,8323,4189,56897,84705,8916,4723,6509,215,818,55328,79657,56342,53942,9761,9044,23365,5905,26240,8539,11196,51125,84456,55247,1486,56987,55536,10868,11065,10114,4149,23511,5589,30827,29801,22852,8801,1786,81929,80228,147807,55035,4288,11218,899,5982,55572,84549,84932,8661,9203,7454,54502,3703,5714,4134,10785,1939,3688,55526,409,51068,3066,23586,2130,1725,7410,23708,22839,6240,2683,4853,4125,57599,23016,51088,4436,23194,1537,200576,55274,5558,64763,79837,8289,5339,5315,847,28231,2058,4905,1633,27316,116985,81610,23523,1029,9322,9230,5894,23451,9816,8303,6389,51293,1912,80308,390916,7626,6464,6477,51377,9663,23107,30000,7267,10535,23141,57130,8452,57691,8697,23431,51321,3308,1650,6772,27068,22954,22984,23300,10721,9612,10067,55732,254428,84245,8604,641,51439,54497,3105,25901,152789,8812,5728,5781,26019,1265,2956,10499,64236,55734,2648,3609,143,26268,9790,29882,55690,54939,23499,90121,2011,4542,10897,9654,1655,284403,6878,254065,132864,9700,705,50619,1642,261734,10154,25829,1314,90379,4763,57661,120526,11004,84196,28991,7844,587,63892,54680,4715,5926,55255,84248,55775,51520,987,51259,397,11054,58508,25929,4122,80319,56478,11273,79777,11200,55568,140831,163786,5700,823,10723,23556,4659,64689,9777,51506,7072,23039,23165,63925,8896,9735,54764,55728,1456,10945,10906,23152,10147,55074,84447,83939,79811,84930,55832,132884,2778,7248,80311,4957,79672,9791,10163,4152,5564,27243,10989,55870,4191,55093,6597,23155,64769,8078,2193,10849,51706,2149,54989,51703,5450,56893,83989,64320,84108,2178,8666,25788,56931,6778,79726,949,80709,55844,19,257218,10926,53371,51020,79072,2261,2618,27252,56259,53918,54503,147184,29117,79033,143458,55761,6774,4644,7040,9352,55095,84243,1455,51300,259266,92797,9382,124997,5595,9844,114882,84078,23220,3265 CCDC93,ADD1,TSC2,PIGQ,AGPAT1,DHX8,PPP1R16B,EEF2K,CALM2,CDKN2C,PSMD1,GSDMB,NSRP1,THAP4,AP1M1,PDS5B,UPRT,ECD,USP34,CCDC57,NRAS,KIF15,WDHD1,DIDO1,WBP1,KRIT1,TRIM47,AHNAK,WDR11,AXIN1,MYO18A,OGT,MLYCD,ST3GAL2,RNASEL,SMG9,SMAD1,CHPF2,PFKP,SLC25A33,DDX42,CLSPN,KIAA0100,RHOC,TRIO,DHX9,SLC4A2,ZNRF3,EIF2AK4,PSMD9,SLC38A5,MEGF8,RIMS3,EFTUD2,MRPL21,NUP85,NSUN4,LUC7L2,CARS2,PRRC2A,RB1CC1,MTA2,TEX10,MAN1B1,MATR3,ABCF1,RDH11,PDLIM1,CNOT6,ACSF2,ALS2,TRERF1,NQO1,ACTR3,ANK3,MON1B,MYH9,RCOR3,ANKIB1,AHCTF1,ATP2A2,SP100,TBC1D22A,SH3BP1,ZCCHC2,MAVS,GPD1L,GCC1,RNF169,DCTN1,ENPP4,SNX8,CRNKL1,CDCA2,TANC1,GPR137,PEX5,MBOAT1,COIL,LRCH1,ZNF786,RPS2,ANXA6,ZFP91,ATG2B,GMCL1,UBE4A,SLC25A43,KRI1,FBXO3,ADD3,COQ4,HUWE1,PRDM4,NAA50,DCP1A,GTSE1,LTN1,TPCN1,IMPA2,HNRNPM,PDPK1,DDX24,POLK,RAB3IP,DDX39A,PICALM,UTP20,SLC19A1,ZNF180,ZNF862,KEAP1,POLE,CCDC6,TATDN2,PML,LY75,WDR76,PARP10,IGBP1,GPATCH4,TMEM131,TRIM11,FAM129A,CSNK2A1,SND1,SEC16A,GIT2,FANCI,TET3,DLG5,ABL2,NUP210,INTS1,EIF5,MYBL1,MCMBP,MRPL32,CCAR1,PTPRK,VPS13B,PLK1,METTL1,SEPT9,CELSR2,MIOS,TLK1,EZR,PSMG1,CDC6,LRP5,PBRM1,LUC7L,RAB5B,DPYSL3,NECAP2,TRAM2,TBC1D17,TONSL,ZNF564,LZTR1,CENPF,NKD2,ADCK5,RLF,ARID1B,RAPGEF6,TNS3,ZNF746,SLC27A4,AHDC1,MAML1,ALDH18A1,ABHD2,CAMSAP1,KRAS,ZNF761,ARPC1A,IRF5,PSMC4,MOSPD3,PCM1,CDC27,PALB2,SYNCRIP,PRPS2,NLRC5,BTBD10,MYO9A,UNC13C,USP7,TRAF7,ARID2,SLC2A1,TM9SF3,ATP6V1B2,GGPS1,DUSP22,COMMD8,VAV1,WDR44,RPAP1,AHCYL1,DVL2,POC5,PRPF19,KDM3B,CLPTM1,CLCN3,ZNF780B,CYP20A1,DNAJC9,NUP155,NFATC2,USP36,RHBDF2,SUGP1,IDE,ZNF700,MAFK,ZNF436,SLC22A23,H3F3A,USP53,SMAD4,PARD3,ZNF146,ZC3HC1,INTS2,CMAS,CTDP1,GOLIM4,RRP15,SLC12A9,NCAPG,RMI1,TUBGCP2,FZD6,DNAJB9,WRNIP1,GTPBP3,HERC3,NDUFV1,SLC1A4,ABCD1,CAMK2G,RNLS,RPAP3,PPAN,CNTN5,MLEC,BTAF1,ARHGEF12,RANGAP1,FAM50B,API5,SEC23IP,GOLGA7,L3MBTL3,NEIL3,CTBS,BBX,CDCA7L,USP20,UBE2C,HIPK3,MAX,NUP188,PRKCSH,CXXC1,ZDHHC8,ANKRD26,SUCLG2,DNMT1,SEH1L,ORAI2,ZNF524,NOL8,MKI67,DDX20,CCNF,RFC2,FOXRED1,MAK16,RAB2B,EIF3A,ZMYM3,WAS,RBM47,STT3A,PSMD8,MAP4,WDR4,EIF2D,ITGB1,DHTKD1,ARRB2,NMD3,HDAC2,DDX58,EWSR1,DHPS,VAV2,GSPT2,DLGAP4,RRM1,B4GALT1,NOTCH2,MAN2B1,WDR48,EXOSC7,KLHL5,MSH2,FBXL7,CYC1,PIKFYVE,PHF10,PRIM2,ZNF574,PIP4K2C,ARID1A,PLEC,PKM,CAT,SLCO4A1,EPRS,NSF,DCK,RBMX,ARAP1,FAM83D,CABIN1,CDKN2A,TRIP10,RAB11B,RAF1,SF3B1,URB2,SNN,SDHA,CD320,PHC2,FLAD1,NUDT19,ZNF75D,SHC1,SIAH1,UCHL5,LPIN2,MRPS27,TNPO2,TTC3,RNASEH2A,ANKLE2,ATP13A1,CUL3,KIAA1586,CDC23,AP4E1,AMZ2,HSPA4,DDOST,STAT1,PPA2,TRIM32,PDCD11,ATMIN,POLQ,NCOR2,SCAMP3,C1orf112,SLC41A1,MRI1,SLC25A12,BLM,FAM8A1,HEATR5B,HLA-A,CCDC28A,JAKMIP1,CCNK,PTEN,PTPN11,UPF2,CNN2,MSH6,NCOA2,PDLIM2,ZFP64,KAT2A,ILF3,PARP4,FBXO9,BMS1,ANAPC2,PACS1,COMMD4,MACF1,TSR2,MARK2,MYO1F,YIF1A,TTLL4,DDX5,WDR62,TAF6,BRWD3,CPEB2,ESPL1,BYSL,DEF6,DDB1,NPHP4,PLXNC1,TMEM184B,COPA,DCAF15,NF1,PHRF1,DNAJC24,KIF2C,USP48,COMMD5,RNF103,BCAT2,THADA,ZNHIT6,NDUFB9,ARID4A,WDR41,FYTTD1,TDP1,LARS,LRBA,TMEM216,ARHGDIB,OGFR,KMT2C,GEMIN5,MAN2A2,CXXC4,EIF4ENIF1,ATXN2L,ACBD4,CHEK2,GALNT10,ZSWIM3,SASS6,PSMC1,CAPN1,SLC12A7,PIGN,PPP1R12A,GORASP1,TM9SF4,UFC1,TIA1,XPO7,NUP205,ZNF335,BUD31,KNTC1,ZRANB1,N4BP2,CSNK1G3,KDELR1,TRAFD1,CIC,SUGP2,OXR1,SYVN1,EIF2A,SLTM,MASTL,CAND1,EVC2,GNAS,TSC1,KLHL15,ODF2,FN3KRP,PTDSS1,WASF2,MBD1,PRKAB1,CHMP2A,IMMT,ASH1L,MDH2,WDYHV1,SMARCA4,CLCC1,MEAF6,USP5,FARSA,CD3EAP,CYB5R1,F2R,ZNF770,ACSL5,POU2AF1,UBQLN4,FAM172A,RNF25,PCGF6,FANCE,EIF3G,RAD54B,DUS3L,STAT6,WDR59,SCARB1,AKNA,PPP2R2D,ABCA1,SHPRH,DBF4,NUP54,HDDC2,FASTKD3,FGFR3,GART,KLHL20,CTNNBL1,PELO,ZDHHC13,TMEM99,BRD7,ERI3,LDLRAD3,TTC17,STAT3,MYO5A,TGFB1,TXNL1,SAMD4B,ZDHHC18,CSNK1G2,TIMMDC1,ASPM,HELB,COG1,WDR81,MAPK3,ELMO1,OSBPL8,KBTBD7,DTX4,HRAS astrocytoma_Grade_III astrocytoma_Grade_III 0.968117027857209 -0.0324023024662546 1574 210 0.0811751063007344 2587 17385 54520,4149,7325,375790,10154,4763,440026,3074,23456,5361,9919,6621,51312,200424,91752,1031,63892,26173,23446,23047,55094,117246,10057,23429,4893,9978,3035,7428,9194,389072,55840,23344,672,58508,27005,8661,9203,10036,4122,55608,170394,4087,55038,146909,23350,8473,11101,9780,55568,84851,409,25913,64393,8650,8880,85409,64781,23389,4853,2053,57226,51593,9276,64759,5925,431707,92745,4436,3344,22920,9735,9690,6558,26986,1456,23515,4363,84284,3475,83696,5558,23152,54505,6302,54881,3845,5339,830,9139,10552,7458,51657,9782,219988,55843,2778,7248,2590,23640,58517,79573,996,5634,51586,60412,5306,55627,4217,10611,57679,1029,7874,84079,9185,196528,23304,23451,5395,55659,143187,6597,4627,54662,253558,56940,5886,7409,6672,79876,10270,54877,1027,81573,25897,10006,1072,51132,83989,4289,55234,23705,4209,64224,79754,85461,53615,57602,54927,476,3416,7289,79726,23335,115426,27068,64327,8703,3020,8535,56288,51397,51643,309,4204,54495,64395,23062,23142,1176,10844,4121,79072,8812,2261,5728,79019,8407,55761,143458,79033,23595,23241,2956,29890,56342,10194,91746,5530,53,55254,259266,5575,54545,3784,4221,2011,8301,27340,23646,7165,2768,9844,10447,5371,4065,5311,84875,3265,11124,57688 CCDC93,MAX,UBE2E2,AGRN,PLXNC1,NF1,TMEM41B,HEXB,ABCB10,PLXNA1,SEC16A,SNAPC4,SLC25A37,TET3,ZNF804A,CDKN2C,THADA,INTS1,SLC44A1,PDS5B,GPATCH1,FTSJ3,ABCC5,RYBP,NRAS,RBX1,HARS,VHL,SLC16A7,PLEKHM3,EAF2,ESYT1,BRCA1,KMT2C,USP21,EIF3A,ZMYM3,CHAF1A,MAN2A2,ANKRD10,PWWP2B,SMAD2,CDCA4,KIF18B,U2SURP,OGT,ATE1,PIEZO1,GALNT10,TRIM52,ARRB2,POT1,ZMAT3,NUMB,FUBP1,NKD2,CERK,MED13L,NOTCH2,EPHX2,LYRM2,SRRT,COPB2,TNS3,RB1,LHX8,SLC38A5,MSH2,FOXN2,KIFAP3,KNTC1,UBE3C,SLC12A2,PABPC1,CSNK1G3,MORC3,ABCC1,NTPCR,IFRD1,TRAPPC9,PRIM2,CIC,DHX29,TSPAN31,TEX10,KRAS,PLEC,CAPZA2,CBFA2T2,ARPC1A,EIF4H,STYXL1,MATR3,PATL1,ARHGAP15,GNAS,TSC1,GALNT2,HSPBP1,RBM25,TTC13,CDC27,PRPS2,MED15,EXOC4,PITPNA,SMPD4,MAP3K5,PDLIM5,ALS2,CDKN2A,USP7,ANKRD27,REPS2,ARID2,UBR2,SF3B1,PMS2,ZNF416,VTI1A,SMARCA4,MYH9,TBC1D13,LCLAT1,DUSP22,RAD23A,VAV1,SP100,UBA5,AKAP8,ZCCHC2,CDKN1B,ANKRD13C,RNF19A,ABI1,CFL1,RLIM,FAM172A,MKLN1,SMU1,CADM1,MEF2D,HERPUD2,ASB13,TANC1,MBD3,USP36,CHCHD3,ATP1A1,IDE,TULP3,WDR59,WDR7,UHRF2,PPA2,LMBR1,B4GALT3,H3F3A,CBX4,PARD3,COMMD10,TMBIM4,ANXA6,MECP2,TMX3,GMCL1,GGA2,DCUN1D4,AP3S1,TUBGCP2,MAN1A1,FASTKD3,CCNK,FGFR3,PTEN,CENPM,TAGLN2,TTC17,LDLRAD3,ERI3,ORC3,PACS2,MSH6,RBM15B,PPAN,TSHZ1,YTHDC1,PPP3CA,ACP2,TMEM39A,ASPM,PRKAR1B,MTMR12,KCNQ1,MEN1,MARK2,PICALM,UTP20,PLD3,TPD52L2,GNA12,ELMO1,FAM3C,PML,LY75,PKD2,PARP10,HRAS,FAF1,ZSWIM6 haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-hairy_cell_leukaemia haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-hairy_cell_leukaemia 0.968933173193164 -0.031559634182483 1469 195 0.0753768844221105 2587 17385 23511,7249,29855,9682,4763,57661,64848,56922,1659,51427,23456,27044,84196,9919,26263,667,55120,1031,5906,23225,26173,5296,79572,1785,4603,5796,51520,23020,4893,11176,2551,7428,123811,55035,9194,990,397,4041,55193,672,58508,8675,79026,54014,195828,8312,6794,11200,9780,138639,55768,25913,8816,8650,8880,23586,23232,3300,7204,56172,85409,7155,29127,4853,79577,57492,23165,1119,1317,5925,4775,4436,8914,9690,9961,387338,83696,65985,23152,55074,23560,3845,84447,8289,388561,9139,55818,5605,166379,2778,5792,7248,950,5108,113452,64418,27316,4649,57107,57679,1029,22850,6938,1540,1788,21,8802,196528,23451,23512,9816,288,5879,6597,83549,85021,51293,25888,147923,9110,10270,30000,9716,25897,389677,3998,57147,147949,1072,1209,51780,1182,330,6404,65010,56262,4773,23085,64599,7818,3716,90592,153478,80818,2620,80709,22984,4089,10721,8745,8899,83596,9371,8502,23210,55102,9324,56996,80010,5305,54497,168374,11060,51280,79072,2261,5728,10075,5781,51512,6143,26019,10370,246175,2956,10194,55734,7128,259266,129285,84298,55227,4221,60558,23499,2011,9844,23264,1486,4065,6883,29062,26750,3265,644815 NUP188,TSC2,UBN1,KDM4A,NF1,PHRF1,YTHDC2,MCCC1,DHX8,ZNF107,ABCB10,SND1,USP48,SEC16A,FBXO22,DST,FANCL,CDKN2C,RAP1A,NUP210,INTS1,PIK3R2,ATP13A3,DNM2,MYBL1,PTPRK,LARS,SNRNP200,NRAS,BAZ2A,GABPA,VHL,FOPNL,NOL8,SLC16A7,CDC6,ARHGDIB,LRP5,PBRM1,BRCA1,KMT2C,STX16,AHNAK,BRWD1,ZNF367,AXIN1,STK11,CHEK2,PIEZO1,PTPDC1,NGLY1,POT1,DCAF5,NUMB,FUBP1,DDX58,TBC1D12,DNAJB2,TRIO,ANKH,NKD2,TOP2B,RACGAP1,NOTCH2,CDC73,ARID1B,NUP205,CHKA,SLC31A1,RB1,NFATC3,MSH2,TIMELESS,UBE3C,MVP,NSUN4,TRAPPC9,AACS,CIC,OXR1,GTPBP4,KRAS,SYVN1,ARID1A,ZNF761,CBFA2T2,KDM3A,MAP2K2,BBS12,GNAS,PTPRF,TSC1,SCARB2,PCM1,TMEM54,TMEM168,RBMX,MYO9A,PDSS2,ALS2,CDKN2A,ADNP2,TCF12,CYLD,DNMT3A,ABCA3,SUCLG1,ARID2,SF3B1,SUZ12,URB2,ANK3,RAC1,SMARCA4,UCK1,REPS1,CD320,ZNF473,ZNF420,MTMR4,AKAP8,TNPO2,AQR,RNF19A,RBM12B,LMAN1,SCYL3,ZNF583,CFL1,CLPTM1,KDM3B,CLCN3,BIRC3,SELPLG,SLC26A6,LRRC8A,NFATC2,ERC1,GIGYF1,DAP3,JAK1,ZNF700,PLEKHG4B,ZNF436,GAS2,AKNA,PDCD11,SMAD4,POLQ,ADAM23,PRPF4B,BCL2L12,KIF3B,PKP4,JMJD6,ATG2B,HMGN3,SLC12A9,RMI1,PIP4K2A,HEATR5B,ZNF92,WWP2,GOLM1,FASTKD3,FGFR3,PTEN,HUWE1,PTPN11,GTSE1,RPL19,UPF2,CITED2,CNOT6L,MSH6,TSHZ1,ZFP64,TNFAIP3,ASPM,PPP1R21,LLPH,LRRC1,MEN1,GUF1,MACF1,MARK2,ELMO1,ZC3H7B,CTBS,LY75,TAF12,WDR91,RPS6KC1,HRAS,FAM83G hairy_cell_leukaemia hairy_cell_leukaemia 0.968933173193164 -0.031559634182483 1469 195 0.0753768844221105 2587 17385 23511,7249,29855,9682,4763,57661,64848,56922,1659,51427,23456,27044,84196,9919,26263,55120,1031,667,5906,23225,26173,5296,79572,1785,4603,5796,51520,23020,4893,11176,2551,7428,123811,55035,9194,990,4041,397,55193,672,58508,8675,79026,54014,195828,8312,6794,9780,11200,138639,55768,25913,8816,8650,8880,23586,23232,3300,7204,56172,85409,7155,29127,4853,79577,57492,23165,1119,5925,1317,4775,4436,8914,9690,9961,387338,83696,65985,23152,55074,23560,3845,388561,84447,8289,9139,55818,5605,166379,2778,5792,7248,950,5108,64418,113452,27316,4649,57107,57679,1029,22850,6938,21,1540,1788,8802,196528,9816,23512,23451,5879,288,6597,83549,85021,51293,25888,147923,9110,10270,30000,25897,9716,389677,3998,57147,1072,147949,1209,51780,1182,330,6404,65010,56262,4773,23085,64599,7818,3716,153478,90592,80818,2620,80709,22984,4089,8899,8745,10721,83596,9371,8502,9324,23210,55102,56996,80010,5305,54497,168374,11060,79072,51280,2261,5728,10075,5781,51512,6143,26019,246175,10370,2956,10194,55734,7128,259266,129285,84298,55227,4221,23499,60558,2011,9844,23264,1486,4065,6883,29062,26750,3265,644815 NUP188,TSC2,UBN1,KDM4A,NF1,PHRF1,YTHDC2,MCCC1,DHX8,ZNF107,ABCB10,SND1,USP48,SEC16A,FBXO22,FANCL,CDKN2C,DST,RAP1A,NUP210,INTS1,PIK3R2,ATP13A3,DNM2,MYBL1,PTPRK,LARS,SNRNP200,NRAS,BAZ2A,GABPA,VHL,FOPNL,NOL8,SLC16A7,CDC6,LRP5,ARHGDIB,PBRM1,BRCA1,KMT2C,STX16,AHNAK,BRWD1,ZNF367,AXIN1,STK11,PIEZO1,CHEK2,PTPDC1,NGLY1,POT1,DCAF5,NUMB,FUBP1,DDX58,TBC1D12,DNAJB2,TRIO,ANKH,NKD2,TOP2B,RACGAP1,NOTCH2,CDC73,ARID1B,NUP205,CHKA,RB1,SLC31A1,NFATC3,MSH2,TIMELESS,UBE3C,MVP,NSUN4,TRAPPC9,AACS,CIC,OXR1,GTPBP4,KRAS,ZNF761,SYVN1,ARID1A,CBFA2T2,KDM3A,MAP2K2,BBS12,GNAS,PTPRF,TSC1,SCARB2,PCM1,TMEM168,TMEM54,RBMX,MYO9A,PDSS2,ALS2,CDKN2A,ADNP2,TCF12,ABCA3,CYLD,DNMT3A,SUCLG1,ARID2,URB2,SUZ12,SF3B1,RAC1,ANK3,SMARCA4,UCK1,REPS1,CD320,ZNF473,ZNF420,MTMR4,AKAP8,TNPO2,RNF19A,AQR,RBM12B,LMAN1,SCYL3,CFL1,ZNF583,CLPTM1,KDM3B,CLCN3,BIRC3,SELPLG,SLC26A6,LRRC8A,NFATC2,ERC1,GIGYF1,DAP3,JAK1,PLEKHG4B,ZNF700,ZNF436,GAS2,AKNA,PDCD11,SMAD4,PRPF4B,ADAM23,POLQ,BCL2L12,KIF3B,PKP4,HMGN3,JMJD6,ATG2B,SLC12A9,RMI1,PIP4K2A,HEATR5B,ZNF92,WWP2,FASTKD3,GOLM1,FGFR3,PTEN,HUWE1,PTPN11,GTSE1,RPL19,UPF2,CNOT6L,CITED2,MSH6,TSHZ1,ZFP64,TNFAIP3,ASPM,PPP1R21,LLPH,LRRC1,MEN1,MACF1,GUF1,MARK2,ELMO1,ZC3H7B,CTBS,LY75,TAF12,WDR91,RPS6KC1,HRAS,FAM83G acral_lentiginous acral_lentiginous 0.969762631993776 -0.0307039467156779 761 96 0.0371086200231929 2587 17385 25957,29855,4763,23451,29801,26092,5361,51076,85021,11103,23011,9910,6185,55973,9716,51257,80895,4893,987,7417,11169,9631,26503,672,55193,90411,58508,55741,25788,55139,170394,8312,10785,4669,6400,148022,11200,138639,23272,158427,54532,56288,10721,9371,338692,51643,9320,10045,29888,9744,10211,641,9913,57492,1119,2261,9731,5925,120,5728,4710,339324,5781,55761,221061,26986,50809,23152,4835,259266,55253,51072,3845,9790,8289,4221,23499,8539,5704,57544,27316,1633,114882,80311,55198,10128,23523,5311,23179,254065,7392,9700,3265,10534,1029,79711 PNISR,UBN1,NF1,SF3B1,ZDHHC8,TOR1AIP1,PLXNA1,CUTC,REPS1,KRR1,RAB21,RABGAP1L,RPN2,BCAP29,AQR,MARCH2,ILKAP,NRAS,LRBA,VDAC2,WDHD1,NUP155,SLC17A5,BRCA1,PBRM1,MCFD2,KMT2C,EDEM2,RAD54B,ANKZF1,PWWP2B,AXIN1,WDR4,NAGLU,SEL1L,TICAM1,CHEK2,PTPDC1,FAM208A,TSTD2,USP53,PARD3,POLQ,KIF3B,ANKRD13D,TMBIM4,TRIP12,SH2D3A,STRN4,ACAP1,FLOT1,BLM,SUPT7L,ARID1B,CHKA,FGFR3,CEP104,RB1,ADD3,PTEN,NDUFB4,ZNF260,PTPN11,TTC17,FAM171A1,PABPC1,HP1BP3,CIC,NQO2,ASPM,TYW1,MEMO1,KRAS,BMS1,ARID1A,MEN1,MACF1,API5,PSMC4,TXNDC16,RBMX,DCK,OSBPL8,KLHL15,APPL2,LRPPRC,CABIN1,PKD2,RGL1,BRWD3,USF2,ESPL1,HRAS,SSSCA1,CDKN2A,IPO4 haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-diffuse_large_B_cell_lymphoma 0.969955046028224 -0.030505552859439 783 99 0.0382682643989177 2587 17385 10625,9816,116496,120526,83440,10308,9294,6574,51239,7812,8853,1785,23047,7769,27247,10130,168850,55749,5796,5450,81603,4893,7832,987,990,10592,1665,30968,5525,3703,22937,6778,23350,115426,8473,8754,221336,27107,51068,10098,27250,56288,8502,9703,84939,10664,2683,63929,203427,2113,51379,54606,5925,81671,5728,10075,51564,53918,9181,51512,596,9794,246175,6443,2771,6774,8542,6709,9648,7128,22936,55667,8861,152579,55690,3845,8289,79896,3832,84303,728642,355,23646,3106,11196,58517,9844,56987,9063,4065,1955,9406,79968,5928,57107,3265,705,1029,54583 IVNS1ABP,URB2,FAM129A,DNAJC24,ADPGK,ZNF267,S1PR2,SLC20A1,ANKRD39,CSDE1,ASAP2,DNM2,PDS5B,ZNF226,NFU1,PDIA6,ZNF800,CCAR1,PTPRK,POU2AF1,TRIM8,NRAS,BTG2,LRBA,CDC6,SMC2,DHX15,STOML2,PPP2R5A,STT3A,SCAP,STAT6,U2SURP,UHRF2,OGT,ADAM9,BEND6,ZBTB11,NMD3,TSPAN5,PDCD4,PARD3,PKP4,KIAA0100,MUM1,CTCF,B4GALT1,XPNPEP3,SLC25A43,ETS1,CRLF3,DDX56,RB1,VMP1,PTEN,HUWE1,HDAC7,PELO,ARHGEF2,GTSE1,BCL2,MAML1,CNOT6L,SGCB,GNAI2,STAT3,APOL1,SPTAN1,GCC2,TNFAIP3,ELL2,DENND4C,LDB1,SCFD2,PACS1,KRAS,ARID1A,THNSL1,KIF11,CHCHD6,CDK11A,FAS,PLD3,HLA-B,SEC23IP,RBM25,ELMO1,BBX,PIAS2,LY75,MEGF9,ZRANB2,WDR76,RBBP4,PDSS2,HRAS,BYSL,CDKN2A,EGLN1 autonomic_ganglia-neuroblastoma autonomic_ganglia-neuroblastoma 0.970701505341723 -0.0297362674855943 4065 568 0.219559335137225 2587 17385 54520,118,7249,9091,10554,1659,26051,29904,805,1031,5707,55876,84081,51078,8907,23047,139596,11319,9736,284001,4893,56992,11169,11083,23559,889,91107,79026,55717,8312,399687,8473,23417,6483,6041,56006,4086,54480,5214,84275,11325,63967,9703,389,7204,1660,6522,84133,440275,5715,92745,1954,9783,9343,219927,79902,387338,51631,79587,7916,9821,9219,54881,11253,9782,23,51109,9124,57472,80221,57679,55809,1728,10096,288,22879,4627,55758,54467,25909,488,6672,25771,23616,54877,57506,23171,79571,254225,1639,22875,29886,51340,157313,85461,56834,5830,154141,8161,23143,136051,6187,309,80829,55102,64395,9354,203427,65095,26273,120,51117,10075,11108,80218,55802,51512,26046,53373,3613,4670,5170,57062,51426,117177,10212,8301,27340,6573,7733,643641,9817,5426,8030,9797,5371,4065,79968,84875,3476,54865,23505,81559,116496,1457,27044,9919,9815,55215,200424,9231,27,23225,26173,1983,4603,79892,64983,55749,5796,157680,5347,4234,10801,1952,54468,9874,7430,8624,990,4041,55193,55692,5869,1809,55707,9697,79735,4796,163050,8216,1063,85409,203054,6018,57492,51735,64759,155061,10999,27245,9794,5832,11057,157922,3845,388561,10552,3663,5704,64598,5108,996,79728,10492,5634,84166,84280,4649,440279,7874,84231,196528,6513,56889,526,9453,56940,54951,7409,54521,26015,10768,1856,134359,27339,51780,1209,1182,163131,57404,23234,9631,4773,57602,79651,57794,3416,90592,7975,80818,63027,3020,54532,4089,56288,7705,51530,57508,55907,9150,27333,51018,56996,64151,80010,10844,8323,4189,56897,84705,8916,4723,6509,215,818,55328,79657,56342,53942,9761,9044,23365,5905,26240,8539,11196,51125,84456,55247,1486,56987,55536,10868,11065,10114,23511,5589,30827,29801,22852,8801,1786,81929,80228,147807,55035,4288,11218,899,5982,55572,84549,84932,8661,9203,7454,54502,3703,5714,4134,10785,1939,3688,55526,409,51068,3066,23586,2130,1725,7410,23708,22839,6240,2683,4853,4125,57599,23016,51088,4436,23194,1537,200576,55274,5558,64763,79837,8289,5339,5315,847,28231,2058,4905,1633,27316,116985,81610,23523,1029,9322,9230,5894,23451,9816,8303,6389,51293,1912,80308,390916,7626,6464,6477,51377,9663,23107,30000,7267,10535,23141,57130,8452,57691,8697,23431,51321,3308,1650,6772,27068,22954,22984,23300,10721,9612,10067,55732,254428,84245,8604,641,51439,54497,3105,25901,152789,8812,5728,5781,26019,1265,2956,10499,64236,55734,2648,3609,143,26268,9790,29882,55690,54939,23499,90121,2011,4542,10897,9654,1655,284403,6878,254065,132864,9700,705,50619,1642,261734,10154,25829,1314,90379,4763,57661,120526,11004,84196,28991,7844,587,63892,54680,4715,5926,55255,84248,55775,51520,987,51259,397,11054,58508,25929,4122,80319,56478,11273,79777,11200,55568,140831,163786,5700,823,10723,23556,4659,64689,9777,51506,7072,23039,23165,63925,8896,9735,54764,55728,1456,10945,10906,23152,10147,55074,84447,83939,79811,84930,55832,132884,2778,7248,80311,4957,79672,9791,10163,4152,5564,27243,10989,55870,4191,55093,6597,23155,64769,8078,2193,10849,51706,2149,54989,51703,5450,56893,83989,64320,84108,2178,8666,25788,56931,6778,79726,949,80709,55844,19,257218,10926,53371,51020,79072,2261,2618,27252,56259,53918,54503,147184,29117,79033,143458,55761,6774,4644,7040,9352,55095,84243,1455,51300,259266,92797,9382,124997,5595,9844,114882,84078,23220,3265 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blood_vessel blood_vessel 0.970897319986366 -0.0295345629493613 2266 308 0.119056822574411 2587 17385 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adrenal_gland-adrenal_gland-adrenal_cortical_carcinoma-cortisol_and_virilizing_syndrome-producing adrenal_gland-adrenal_gland-adrenal_cortical_carcinoma-cortisol_and_virilizing_syndrome-producing 0.971096930526767 -0.0293289902077831 34 2 0.000773096250483185 2587 17385 25888,89845 ZNF473,ABCC10 bone-humerus-chondrosarcoma bone-humerus-chondrosarcoma 0.973826239206207 -0.0265223904268993 127 12 0.00463857750289911 2587 17385 2778,1031,51780,5925,57062,57122,3020,6888,1452,6389,117246,1029 GNAS,CDKN2C,KDM3B,RB1,DDX24,NUP107,H3F3A,TALDO1,CSNK1A1,SDHA,FTSJ3,CDKN2A skin-foot-malignant_melanoma skin-foot-malignant_melanoma 0.974968471271088 -0.0253501456650058 84 7 0.00270583687669115 2587 17385 8897,9107,3845,26503,4893,102,3265 MTMR3,MTMR6,KRAS,SLC17A5,NRAS,ADAM10,HRAS peripheral peripheral 0.975313056823208 -0.0249967755994622 56 4 0.00154619250096637 2587 17385 5925,996,1029,6240 RB1,CDC27,CDKN2A,RRM1 upper_aerodigestive_tract upper_aerodigestive_tract 0.976231393321305 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skin-face-malignant_melanoma skin-face-malignant_melanoma 0.976825996370527 -0.0234467427288423 137 13 0.0050251256281407 2587 17385 8897,5204,4893,196528,102,4763,5879,9107,3845,26503,3265,1029,6242 MTMR3,PFDN5,NRAS,ARID2,ADAM10,NF1,RAC1,MTMR6,KRAS,SLC17A5,HRAS,CDKN2A,RTKN leg leg 0.979363520868827 -0.0208523868147448 983 125 0.0483185156551991 2587 17385 23511,4149,1788,9816,56949,288,26092,5879,79073,6597,2992,9294,26051,3925,56940,1105,79003,587,7409,9231,5036,23225,9110,54680,6429,55968,1185,54776,7267,4249,1639,10105,578,29886,57130,4893,7428,4288,8452,9107,4773,3594,26503,7416,84811,55741,4953,292,79801,23085,56834,6426,55707,57693,56931,54014,81572,1107,6208,10607,25824,8473,6794,2620,138639,54480,8745,114825,59269,55119,55191,9320,55596,8480,3133,4853,11243,135293,54497,4000,3105,3799,55159,51280,2261,9126,5728,55835,54872,64794,55728,4644,10051,10113,10194,55734,2648,55667,259266,54505,3845,8289,51657,5140,2011,4548,8165,7520,8897,950,81930,9146,84456,9654,23264,4065,79968,57178,29062,9604,1017,3265,1642,1029,54865 NUP188,MAX,DNMT3A,URB2,XAB2,ANK3,TOR1AIP1,RAC1,TMEM109,SMARCA4,GYG1,S1PR2,PPP1R16B,STMN1,DUSP22,CHD1,MIS12,BCAT2,VAV1,DLG5,PA2G4,NUP210,MTMR4,ZNHIT6,SRSF4,NSFL1C,CLCN6,PPP1R12C,TTC3,MGAT5,DCTN1,PPIF,BAK1,SNX8,ATP13A1,NRAS,VHL,MKI67,CUL3,MTMR6,NFATC2,IL12RB1,SLC17A5,VDAC1,BUD13,EDEM2,ODC1,SLC25A5,SHCBP1,ERC1,GPR137,SRSF1,NECAP2,ZNF317,DUS3L,BRWD1,PDRG1,CHD3,RPS14,TBL3,PRDX5,OGT,STK11,GAS2,PTPDC1,CHPF2,ADAM23,PWWP2A,HIVEP3,PRPF38B,NADSYN1,TRIP12,ZCCHC8,RAE1,HLA-E,NOTCH2,PMF1,PM20D2,HEATR5B,LMNA,HLA-A,KIF5B,RFWD3,GOLM1,FGFR3,SMC3,PTEN,CENPJ,PIGG,DDX31,N4BP2,MYO5A,SMC4,PREB,TSHZ1,ZFP64,KAT2A,DENND4C,ASPM,DHX29,KRAS,ARID1A,STYXL1,PDE3B,MARK2,MTR,AKAP1,XRCC5,MTMR3,SCARB2,KIF18A,HGS,L3MBTL3,TTLL4,ZC3H7B,LY75,WDR76,ZMIZ1,WDR91,RNF14,CDK2,HRAS,DDB1,CDKN2A,GPATCH4 chondrosarcoma chondrosarcoma 0.980371043111731 -0.0198241635541178 1208 156 0.0603015075376884 2587 17385 4763,29796,2029,51427,11103,1031,63892,26173,8907,10342,4603,117246,55749,10460,9736,23020,4893,165055,57326,11176,51107,2551,56992,4288,4170,54531,10592,9203,2035,79026,54502,56006,4086,409,25913,5214,6749,51759,23232,2130,1063,6240,10237,63929,79577,169714,23165,9276,4849,5925,431707,23303,51564,23204,8914,9646,51631,79171,9948,54881,10147,64763,157922,6746,3845,79896,8087,5315,5605,4548,1613,2778,7248,2058,2803,64418,996,79728,51586,60412,7528,57231,57679,1029,6938,1788,91942,2305,4191,23304,221092,288,4627,4998,6389,5886,334,9110,57122,57117,7267,11151,6888,51780,51203,221656,90957,133957,56834,5445,153478,10922,11329,23335,80818,283377,2521,3020,54532,19,4204,80829,79677,23062,1452,10844,9213,2618,25932,5728,26046,84172,2956,10051,3945,57062,7128,163486,9044,23365,55690,4221,55628,8189,10897,27340,29028,5426,9797,4947,3420,57178,3265,29945,11124,57488 NF1,UQCR10,ENSA,ZNF107,KRR1,CDKN2C,THADA,INTS1,AP1M1,TFG,MYBL1,FTSJ3,CCAR1,TACC3,USP34,SNRNP200,NRAS,CCDC138,PBXIP1,BAZ2A,APH1A,GABPA,KIF15,MKI67,MCL1,MIER2,SMC2,ZMYM3,EPB41,AHNAK,RBM47,SMG9,SMAD1,ARRB2,POT1,PFKP,SSRP1,C9orf78,TBC1D12,EWSR1,CENPF,RRM1,SLC35B1,XPNPEP3,CDC73,QSOX2,NUP205,COPB2,CNOT3,RB1,LHX8,KIF13B,HDAC7,ARL6IP1,TIMELESS,CTR9,LUC7L2,RBM42,WDR1,TEX10,SUGP2,ZNF574,CAMSAP1,SSR2,KRAS,THNSL1,FXR1,PKM,MAP2K2,MTR,DAPK3,GNAS,TSC1,EPRS,GOLGA4,TMEM168,CDC27,PALB2,MED15,EXOC4,YY1,SNX14,ALS2,CDKN2A,TCF12,DNMT3A,NDUFAF2,FOXM1,MDH2,UBR2,HNRNPUL2,ANK3,MYH9,ORC1,SDHA,RAD23A,APLP2,MTMR4,NUP107,INTS12,TTC3,CORO1A,TALDO1,KDM3B,NUSAP1,KDM1B,DHX57,CCDC127,GPR137,PON2,PLEKHG4B,FASTK,STK38,WDR7,ZNF436,SPRYD4,FUS,H3F3A,USP53,ABCA1,MECP2,ZFP91,SMC6,GGA2,CSNK1A1,TUBGCP2,XPR1,GART,CLIC4,PTEN,LTN1,POLR1B,MSH6,SMC4,LDHB,DDX24,TNFAIP3,DENND1B,BTAF1,ARHGEF12,PACS1,MEN1,ZNF407,SYMPK,YIF1A,UTP20,ATAD2,POLE,TATDN2,OAZ2,IDH3B,ZMIZ1,HRAS,ANAPC4,FAF1,ESYT2 endometrium-carcinoma-serous_carcinoma endometrium-carcinoma-serous_carcinoma 0.980733010225068 -0.0194550172899697 1466 192 0.0742172400463858 2587 17385 10015,118,10154,5589,4763,116496,27044,9919,25864,667,5036,23047,8801,7268,23228,4603,55749,6733,80228,4893,23762,54888,57050,672,58508,54443,292,4216,23219,51388,5778,9031,140831,55768,7188,51068,64393,27250,55916,11325,8216,4659,1063,7204,6240,29888,22839,1660,10664,2145,139818,51735,23165,10615,1119,80011,54606,9126,3632,51564,1612,27034,54882,9114,55728,50809,223,81552,55109,7916,29035,9821,10147,157922,54887,3845,79896,8289,55818,55832,950,2803,150771,9124,80311,55627,440279,57679,1029,21,55809,84231,54737,9816,56949,288,7389,4998,2132,54467,1105,85021,11339,55147,6464,7267,25897,81928,80254,26097,54989,51755,10106,6404,1371,9448,51340,57404,4701,85461,2178,90957,57602,84964,7716,64770,5709,7289,137886,23335,2521,22954,54532,8161,7804,56288,57508,55593,55191,9612,4719,353274,10067,80829,51605,53371,79677,23647,55922,64151,10363,84705,84878,9456,5728,10075,2530,9181,29117,308,10499,4670,10051,91746,55197,57062,259266,55667,55269,129285,23593,23365,84759,3832,22931,11196,29028,5426,9373,84456,9844,23264,23473,4065,84668,439,3476,3265,50619,29945,11124,23505 PDCD6IP,ADD1,PLXNC1,PRKCSH,NF1,FAM129A,SND1,SEC16A,ABHD14A,DST,PA2G4,PDS5B,SUCLG2,TTC4,PLCL2,MYBL1,CCAR1,SRPK2,ORAI2,NRAS,OSBP2,NSUN2,UTP3,BRCA1,KMT2C,ANLN,SLC25A5,MAP3K4,FBXO28,NIP7,PTPN7,BAZ1B,ZSWIM3,NGLY1,TRAF5,NMD3,ZMAT3,PDCD4,NXT2,DDX42,LZTR1,PPP1R12A,CENPF,TRIO,RRM1,STRN4,DLGAP4,DHX9,CTCF,EZH1,DOCK11,RAPGEF6,NUP205,SPAG5,CHKA,FAM192A,DDX56,SMC3,INPP5A,HDAC7,DAPK1,ACAD8,ANKHD1,ATP6V0D1,N4BP2,HP1BP3,ALDH9A1,VOPP1,AGGF1,PRRC2A,C16orf72,RB1CC1,SUGP2,CAMSAP1,UHRF1BP1,KRAS,THNSL1,ARID1A,KDM3A,CAND1,SCARB2,GOLGA4,ITPRIPL1,PDLIM1,KLHL15,SMPD4,UNC13C,ALS2,CDKN2A,ABCA3,TRERF1,TRAF7,MPHOSPH8,URB2,XAB2,ANK3,UROD,ORC1,EXT2,ANKIB1,CHD1,REPS1,OIP5,RBM23,SHC1,TTC3,RNF19A,CABLES2,CEP63,CHTOP,ZNF770,CDK12,CTDSP2,SELPLG,CPOX,MAP4K4,CRNKL1,CYP20A1,NDUFA7,TANC1,FANCE,DHX57,USP36,ALKBH6,VEZF1,CCDC14,PSMD3,TULP3,UBXN2B,WDR7,FUS,TRIM32,USP53,COIL,LRP8,PARD3,INTS2,OTUD5,NADSYN1,NCOR2,NDUFS1,ZNF445,SCAMP3,ZFP91,TRMT6,NUP54,SMC6,ARFIP2,NKRF,NCAPG,HMG20A,GTPBP3,ZBTB45,HOMER1,PTEN,HUWE1,FUT8,ARHGEF2,BRD7,ANXA5,NCOA2,HNRNPM,SMC4,YTHDC1,RPRD1A,DDX24,ASPM,DENND4C,PSPC1,PPP1R21,HEBP2,ARHGEF12,PCGF1,KIF11,RAB18,SEC23IP,ATAD2,POLE,PLAA,L3MBTL3,ELMO1,ZC3H7B,CAPN7,LY75,FAM126A,ASNA1,IGBP1,HRAS,DEF6,ANAPC4,FAF1,TMEM131 upper_aerodigestive_tract-mouth-carcinoma upper_aerodigestive_tract-mouth-carcinoma 0.981753916400013 -0.0184145963290075 6579 932 0.360262852725164 2587 17385 54520,51696,65986,118,7249,64960,89845,9091,1659,116840,51110,26051,51239,8774,7391,5707,10783,9910,79572,1785,9972,11319,4249,57414,64223,9736,1263,84527,4893,79813,84545,56992,11169,10592,11083,8541,378,889,30968,170394,91107,79026,55717,3984,8312,399687,8473,4358,11101,56006,7627,1870,83752,8086,5214,55916,6749,11325,59269,63967,9703,26088,84939,7204,29888,1660,64781,7155,6522,23423,2145,440275,10081,3693,5715,4000,54606,9126,8894,25896,3632,4174,1954,25793,9343,9678,3344,50628,219927,9961,22870,26986,5464,51386,3475,55109,221937,7916,9489,9219,55253,54881,11253,4605,6746,9100,55700,54887,9139,4350,2002,94097,9782,1528,23154,389257,5792,10916,56986,114885,3836,9124,2114,84193,4190,54820,80221,57679,11336,84079,162979,21,10625,23304,288,22879,27346,22974,4627,83540,283899,10308,5566,55758,9667,10539,54467,7920,23683,23059,25909,488,7586,51096,9112,57533,54877,55968,1185,57117,25897,23144,252839,79571,58490,8545,254225,113,22875,29886,9448,5209,4209,10430,85461,2287,64599,56834,54927,29927,112936,23603,28996,23335,6176,147381,2521,8566,5536,10531,27107,7804,8161,23143,2584,309,91404,22906,10211,11119,55102,9354,10654,65095,51280,84878,25932,3696,51117,283459,10075,9138,55802,26046,79833,54934,23170,374655,8128,54620,53373,4670,126321,6709,3945,254552,7083,255758,51426,2014,84298,117177,7784,10212,5140,6117,27340,81930,9817,84061,5426,51,5307,23473,5371,4065,8636,79968,11124,9984,10007,64743,64848,29907,27044,9294,9919,9815,55215,10914,10444,286826,200424,27,9231,23225,51193,26173,5296,200081,1983,140459,10057,11140,157680,4234,10801,1952,57326,11176,222484,7430,150468,4041,672,23344,55193,200185,54443,55692,27005,1809,10195,79735,4796,195828,4669,8754,92714,9780,1855,64172,55768,25913,22928,55355,11331,51307,85409,6383,10664,8621,5532,139818,6018,57492,9684,64759,7408,112950,9738,126432,23648,9646,191,27245,2733,9794,90678,4363,9267,83696,157922,3845,27102,8491,10277,10552,25852,51657,51304,3663,2803,5108,150771,10492,79728,8773,84166,4649,440279,166815,7874,154881,1540,196528,56949,54148,8655,8270,56889,7675,5886,7409,25888,5134,26015,116447,10106,2760,1856,27339,83891,51780,1209,55334,330,163131,143471,7832,84948,65010,23401,9631,4773,25978,8667,79651,6426,54431,476,3416,8449,153478,5933,22937,11329,115426,80818,8648,66005,51629,56288,7705,57508,9150,9903,10020,54495,55143,79677,494143,56996,23062,1452,80010,55681,10844,5771,9456,1520,6509,54838,215,64794,84172,29890,91746,53942,9761,6643,10061,7284,7156,23365,5905,26240,8539,89941,51663,782,150726,11196,57045,83541,7030,55247,2734,10868,3614,26750,11065,10114,112483,4712,283464,7798,102,30827,29801,1831,10713,8454,253943,387921,5361,4942,6574,50804,22852,25926,606495,84922,5867,55010,7752,245812,8801,27097,994,1786,988,79159,147807,8910,23762,54888,4288,114294,11218,23326,51809,899,8661,55677,9203,4216,3087,54502,3703,10972,9317,7174,4134,10785,3688,138639,23212,7188,10313,90850,64393,55119,5965,80331,54923,2130,63922,3133,23708,56172,6240,22839,4853,11243,4125,23042,56339,57599,55249,55666,4849,6242,9731,1317,23016,1612,54872,1503,23545,23194,113791,200576,2771,79888,221061,94120,23515,7014,2222,1984,55794,22936,9948,157506,64763,4242,79169,8289,5339,5315,55818,4548,219988,84295,8165,79139,2058,28231,27153,10797,23640,79573,5859,51586,47,81610,116985,23523,55627,6949,2821,7528,4217,9701,1029,56829,1788,9185,90196,51389,9816,5894,23512,9500,5879,83440,2783,1399,80308,54386,50626,334,890,6464,22992,115,1027,7267,389677,51755,2879,23141,57130,23476,4289,2077,26502,7417,8452,56262,8721,9088,2585,79754,23431,79801,23085,10155,11198,51321,7716,3716,54487,10607,6294,6772,64327,24140,57673,22984,2139,1783,10721,8899,8745,5454,9612,338692,55635,27291,9334,4126,6929,7086,8604,56894,23753,23509,2309,51439,8766,54497,55186,11060,8812,5728,10598,2530,8313,9055,26019,124565,64708,8407,1265,246175,23241,10499,10194,79836,2648,55667,10276,57418,143,3609,55690,55227,1316,23499,1891,8772,4542,6448,4236,8570,6992,439,8446,4725,284403,254065,9700,10534,1642,79711,705,51699,57488,142678,9592,7629,261734,1314,10154,29855,90379,4763,57661,7841,10629,11004,28991,84196,6621,80153,134510,91752,667,23336,9775,63892,10572,57721,54776,3032,84154,3835,9929,27247,51006,5926,9830,10498,92609,10522,55775,51520,23020,51056,123811,9194,25870,79751,58508,11054,5635,10036,4122,56478,54014,55699,55568,27183,1191,140831,6231,8816,10723,23232,23556,55596,23389,9967,5997,7270,51593,84236,8559,51514,4775,203523,63925,51228,22920,9690,54764,6558,55728,1456,10906,23152,6128,83939,84447,79001,79811,1613,9636,55832,84930,7248,4673,58517,4957,6478,146198,5476,30844,80097,9791,4152,9637,55870,79585,64841,54737,10523,4191,55093,221092,5395,6597,5326,83549,4998,11344,1105,64769,79595,165324,2193,1431,55486,57147,27429,56180,51132,83989,57486,6310,2739,4967,23299,553115,53615,53339,25788,7818,56931,10236,11234,79726,124583,949,84336,202243,8237,80709,57154,5594,19,10098,84306,8535,57106,27000,9320,10045,2138,257218,64222,57410,51621,4650,84340,5305,10227,4121,26271,83706,3799,2261,56259,9632,9360,6238,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skin-ear-malignant_melanoma skin-ear-malignant_melanoma 0.983386639129659 -0.0167529105012524 124 11 0.00425202937765752 2587 17385 4893,4763,5728,5879,3845,8289,26503,2309,3265,1029,5796 NRAS,NF1,PTEN,RAC1,KRAS,ARID1A,SLC17A5,FOXO3,HRAS,CDKN2A,PTPRK haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_lymphoblastic_leukaemia haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_lymphoblastic_leukaemia 0.984888218203268 -0.0152271283074469 26 1 0.000386548125241593 2587 17385 51696 HECA shoulder shoulder 0.985378536317988 -0.0147294108042539 399 45 0.0173946656358717 2587 17385 114825,2130,55596,102,116496,5879,4000,3105,3799,2261,3376,2806,5728,25793,11108,5781,26046,4728,3998,4644,1639,4893,22836,26048,9107,3845,25870,26503,9139,55818,23499,2178,23085,8897,5792,84456,116985,8446,6794,55568,10611,3265,10114,1029,11325 PWWP2A,EWSR1,ZCCHC8,ADAM10,FAM129A,RAC1,LMNA,HLA-A,KIF5B,FGFR3,IARS,GOT2,PTEN,FBXO7,PRDM4,PTPN11,LTN1,NDUFS8,LMAN1,MYO5A,DCTN1,NRAS,RHOBTB3,ZNF500,MTMR6,KRAS,SUMF2,SLC17A5,CBFA2T2,KDM3A,MACF1,FANCE,ERC1,MTMR3,PTPRF,L3MBTL3,ARAP1,DUSP11,STK11,GALNT10,PDLIM5,HRAS,HIPK3,CDKN2A,DDX42 central_nervous_system-brain-glioma-astrocytoma_Grade_III central_nervous_system-brain-glioma-astrocytoma_Grade_III 0.98601991116875 -0.0140787307002818 1449 188 0.0726710475454194 2587 17385 54520,7325,375790,10154,4763,440026,3074,23456,5361,9919,6621,51312,91752,1031,63892,26173,23446,23047,117246,10057,23429,4893,9978,3035,7428,9194,389072,55840,23344,672,8661,4122,55608,170394,4087,146909,23350,8473,11101,9780,55568,84851,409,25913,64393,8650,8880,85409,64781,23389,4853,2053,51593,64759,5925,431707,92745,4436,3344,22920,9735,9690,6558,26986,1456,23515,84284,3475,83696,5558,23152,54505,6302,54881,3845,5339,9139,10552,7458,51657,9782,219988,55843,2778,7248,2590,58517,79573,996,5634,51586,60412,5306,55627,4217,10611,57679,1029,7874,84079,9185,196528,23304,23451,5395,55659,143187,6597,54662,253558,56940,5886,7409,6672,79876,54877,10270,1027,81573,25897,10006,1072,4289,83989,23705,64224,79754,85461,53615,57602,54927,3416,476,7289,79726,23335,115426,27068,3020,8535,56288,51397,51643,309,4204,54495,64395,23062,23142,1176,10844,4121,8812,79072,2261,5728,79019,55761,143458,79033,23595,23241,2956,29890,91746,5530,53,55254,259266,5575,54545,3784,4221,2011,8301,27340,2768,7165,23646,9844,10447,5371,4065,5311,84875,3265,11124,57688 CCDC93,UBE2E2,AGRN,PLXNC1,NF1,TMEM41B,HEXB,ABCB10,PLXNA1,SEC16A,SNAPC4,SLC25A37,ZNF804A,CDKN2C,THADA,INTS1,SLC44A1,PDS5B,FTSJ3,ABCC5,RYBP,NRAS,RBX1,HARS,VHL,SLC16A7,PLEKHM3,EAF2,ESYT1,BRCA1,EIF3A,MAN2A2,ANKRD10,PWWP2B,SMAD2,KIF18B,U2SURP,OGT,ATE1,PIEZO1,GALNT10,TRIM52,ARRB2,POT1,ZMAT3,NUMB,FUBP1,NKD2,CERK,MED13L,NOTCH2,EPHX2,SRRT,TNS3,RB1,LHX8,SLC38A5,MSH2,FOXN2,KIFAP3,KNTC1,UBE3C,SLC12A2,PABPC1,CSNK1G3,MORC3,NTPCR,IFRD1,TRAPPC9,PRIM2,CIC,DHX29,TSPAN31,TEX10,KRAS,PLEC,CBFA2T2,ARPC1A,EIF4H,STYXL1,MATR3,PATL1,ARHGAP15,GNAS,TSC1,GALNT2,RBM25,TTC13,CDC27,PRPS2,MED15,EXOC4,PITPNA,SMPD4,MAP3K5,PDLIM5,ALS2,CDKN2A,USP7,ANKRD27,REPS2,ARID2,UBR2,SF3B1,PMS2,ZNF416,VTI1A,SMARCA4,TBC1D13,LCLAT1,DUSP22,RAD23A,VAV1,SP100,UBA5,ZCCHC2,AKAP8,CDKN1B,ANKRD13C,RNF19A,ABI1,CFL1,MKLN1,FAM172A,CADM1,HERPUD2,ASB13,TANC1,MBD3,USP36,CHCHD3,IDE,ATP1A1,TULP3,WDR59,WDR7,UHRF2,PPA2,H3F3A,CBX4,PARD3,COMMD10,TMBIM4,ANXA6,MECP2,TMX3,GMCL1,GGA2,DCUN1D4,AP3S1,TUBGCP2,MAN1A1,CCNK,FASTKD3,FGFR3,PTEN,CENPM,TTC17,LDLRAD3,ERI3,ORC3,PACS2,MSH6,RBM15B,YTHDC1,PPP3CA,ACP2,TMEM39A,ASPM,PRKAR1B,MTMR12,KCNQ1,MEN1,MARK2,PICALM,UTP20,GNA12,TPD52L2,PLD3,ELMO1,FAM3C,PML,LY75,PKD2,PARP10,HRAS,FAF1,ZSWIM6 soft_tissue-blood_vessel-angiosarcoma soft_tissue-blood_vessel-angiosarcoma 0.987378842819048 -0.0127014805501481 2247 300 0.115964437572478 2587 17385 118,7249,94107,1831,3074,10713,5361,26051,3833,25926,9910,9972,4249,81929,6731,4893,56992,11169,899,57403,84444,10972,8312,7174,4086,7188,51068,8086,59269,10808,9703,51622,1660,9493,4853,5663,5073,23042,55249,55298,431707,401152,622,54872,23194,113791,54882,10959,51604,79171,5558,7916,133418,11253,9100,26003,9139,8087,28231,57544,9124,51586,2821,7528,1029,7756,288,22974,143187,4627,9673,6389,57189,51247,25771,79876,115,8545,8904,29886,10576,55602,79956,51340,8452,1871,85461,23085,54927,8881,286053,23335,152006,6400,201965,55871,154141,22926,7804,10721,8975,51397,4126,6929,83605,8315,55102,9354,7905,51439,88745,11235,3696,5728,2530,80218,23170,8128,23241,10499,5530,7083,57380,3939,55690,29882,3784,117177,5140,8301,6117,2768,128061,9817,51,7027,4725,975,84875,254065,7392,9700,11124,261734,29933,7325,10154,4763,51427,29937,22933,27044,80153,286826,91752,63892,221895,26173,92241,2120,10745,23446,55094,10498,55749,55255,157680,10057,10920,10522,55775,4690,57326,987,9194,4041,10036,51668,55699,8754,11200,163786,55768,25913,163050,148304,8216,4659,23389,1327,139818,55316,57492,84236,23165,1119,55646,64759,29969,22920,2733,9735,54764,83696,8491,27102,3845,10277,9397,55843,79640,93323,7248,60412,64374,57536,146198,5306,6625,57107,440279,6602,7874,6938,27243,55870,8802,84231,4191,11316,56889,56940,6135,5164,5687,4193,27154,90141,116447,134359,9166,1182,84057,83989,5229,143471,4773,9631,4967,23705,221656,2178,8050,199953,51031,54431,7289,6778,115426,57154,4048,54532,56288,9150,55191,27333,51362,10045,2138,10926,4650,84340,8323,84888,5771,1520,27252,10283,9632,53918,9555,79019,55761,143458,4644,9837,55095,152579,5575,55628,7726,11196,51382,9844,2734,1955,9581,26750,3265,57688 ADD1,TSC2,TMEM203,TSC22D3,HEXB,USP39,PLXNA1,PPP1R16B,KIFC1,NOL11,RABGAP1L,NUP153,MGAT5,SEH1L,SRP72,NRAS,KIF15,WDHD1,CCNF,RAB22A,DOT1L,TMED10,AXIN1,TPP2,SMAD1,TRAF5,NMD3,AAAS,HIVEP3,HSPH1,KIAA0100,CCZ1,DHX9,KIF23,NOTCH2,PSEN1,PARN,PDXDC1,YY1AP1,RNF121,LHX8,C4orf3,BDH1,PIGG,FBXL7,PIK3IP1,ANKHD1,TMED2,PIGT,RBM42,PRIM2,PRRC2A,EMB,MAN1B1,USP10,GORASP2,CBFA2T2,FXR1,SLCO4A1,TXNDC16,PDLIM1,MED15,GPI,YY1,CDKN2A,ZNF207,ANK3,TPX2,VTI1A,MYH9,SLC25A44,SDHA,KIAA1147,PAIP2,TBC1D22A,UBA5,ADCY9,CGGBP1,CPNE1,SNX8,CCT2,CDKN2AIP,ERMP1,CRNKL1,CUL3,E2F3,TANC1,ERC1,CHCHD3,CDC16,NSMCE2,WDR7,RNF38,SEL1L,RWDD4,CBWD1,MBOAT1,ATF6,LRP8,POLQ,USP13,COMMD10,MANBA,TCF3,CCM2,BRAP,ATG2B,UBE4A,REEP5,FAM8A1,RRP36,PDCD10,ITGB8,PTEN,FUT8,NAA50,TTLL12,ST8SIA2,PACS2,NCOA2,PPP3CA,TK1,MRS2,LDHA,PACS1,ANAPC2,KCNQ1,RAB3IP,PDE3B,PICALM,RPA1,GNA12,C1orf131,KEAP1,ACOX1,TFDP1,NDUFS5,CD81,PARP10,BRWD3,USF2,ESPL1,FAF1,NPHP4,GPR132,UBE2E2,PLXNC1,NF1,ZNF107,NENF,SIRT2,SND1,EDC3,LIN9,ZNF804A,THADA,JAZF1,INTS1,RCSD1,ETV6,PHTF1,SLC44A1,GPATCH1,CARM1,CCAR1,WDR41,VPS13B,ABCC5,COPS8,DEAF1,TDP1,NCK1,PBXIP1,LRBA,SLC16A7,LRP5,CHAF1A,HSPB11,IARS2,ADAM9,CHEK2,SASS6,NGLY1,POT1,ZNF564,C1orf74,LZTR1,PPP1R12A,MED13L,COX4I1,DOCK11,RSAD1,ARID1B,RHBDD1,NUP205,CHKA,LYAR,TNS3,MDFIC,KIFAP3,GLE1,KNTC1,ZRANB1,TRAPPC9,MAP4K3,EIF2AK1,KRAS,UBE4B,NMT2,ARHGAP15,C22orf46,HAUS8,TSC1,EXOC4,SIL1,KIAA1328,ZFP90,PITPNA,SNRNP70,PDSS2,UNC13C,SMARCD1,USP7,TCF12,CHMP2A,ASH1L,SUCLG1,TRAF7,MDH2,COPE,TM9SF3,DUSP22,RPL11,PDK2,PSMA6,MDM2,BRPF3,EFCAB11,TOP1MT,POC5,EBAG9,CLCN3,MND1,FAM172A,PGGT1B,PSMA8,NFATC2,NUP155,OGDH,CADM1,KDM1B,FANCE,PDHX,TMEM201,GLOD4,DNAJC10,TULP3,STAT6,UHRF2,SMURF1,LTA4H,USP53,PARD3,CTDP1,NADSYN1,GOLIM4,CDC40,SH2D3A,EYA1,DBF4,MYO9B,GFM2,FZD6,SPPL2A,PTPN2,CTSS,KLHL20,CWC27,SEC24C,PELO,H2AFY,CENPM,TTC17,LDLRAD3,MYO5A,GINS1,SAMD4B,SCFD2,PRKAR1B,ZNF407,TRIM26,SEC23IP,ATP6V1D,ELMO1,GLG1,MEGF9,PREPL,RPS6KC1,HRAS,ZSWIM6 angiosarcoma angiosarcoma 0.987378842819048 -0.0127014805501481 2247 300 0.115964437572478 2587 17385 118,7249,94107,1831,3074,10713,5361,26051,3833,25926,9910,9972,4249,81929,6731,4893,56992,11169,899,57403,84444,10972,8312,7174,4086,7188,51068,8086,59269,10808,9703,51622,1660,9493,4853,5663,5073,23042,55249,55298,431707,401152,622,54872,23194,113791,54882,10959,51604,79171,5558,7916,133418,11253,9100,26003,9139,8087,28231,57544,9124,51586,2821,7528,1029,7756,288,22974,143187,4627,9673,6389,57189,51247,25771,79876,115,8545,8904,29886,10576,55602,79956,51340,8452,1871,85461,23085,54927,8881,286053,23335,152006,6400,201965,55871,154141,22926,7804,10721,8975,51397,4126,6929,83605,8315,55102,9354,7905,51439,88745,11235,3696,5728,2530,80218,23170,8128,23241,10499,5530,7083,57380,3939,55690,29882,3784,117177,5140,8301,6117,2768,128061,9817,51,7027,4725,975,84875,254065,7392,9700,11124,261734,29933,7325,10154,4763,51427,29937,22933,27044,80153,286826,91752,63892,221895,26173,92241,2120,10745,23446,55094,10498,55749,55255,157680,10057,10920,10522,55775,4690,57326,987,9194,4041,10036,51668,55699,8754,11200,163786,55768,25913,163050,148304,8216,4659,23389,1327,139818,55316,57492,84236,23165,1119,55646,64759,29969,22920,2733,9735,54764,83696,8491,27102,3845,10277,9397,55843,79640,93323,7248,60412,64374,57536,146198,5306,6625,57107,440279,6602,7874,6938,27243,55870,8802,84231,4191,11316,56889,56940,6135,5164,5687,4193,27154,90141,116447,134359,9166,1182,84057,83989,5229,143471,4773,9631,4967,23705,221656,2178,8050,199953,51031,54431,7289,6778,115426,57154,4048,54532,56288,9150,55191,27333,51362,10045,2138,10926,4650,84340,8323,84888,5771,1520,27252,10283,9632,53918,9555,79019,55761,143458,4644,9837,55095,152579,5575,55628,7726,11196,51382,9844,2734,1955,9581,26750,3265,57688 ADD1,TSC2,TMEM203,TSC22D3,HEXB,USP39,PLXNA1,PPP1R16B,KIFC1,NOL11,RABGAP1L,NUP153,MGAT5,SEH1L,SRP72,NRAS,KIF15,WDHD1,CCNF,RAB22A,DOT1L,TMED10,AXIN1,TPP2,SMAD1,TRAF5,NMD3,AAAS,HIVEP3,HSPH1,KIAA0100,CCZ1,DHX9,KIF23,NOTCH2,PSEN1,PARN,PDXDC1,YY1AP1,RNF121,LHX8,C4orf3,BDH1,PIGG,FBXL7,PIK3IP1,ANKHD1,TMED2,PIGT,RBM42,PRIM2,PRRC2A,EMB,MAN1B1,USP10,GORASP2,CBFA2T2,FXR1,SLCO4A1,TXNDC16,PDLIM1,MED15,GPI,YY1,CDKN2A,ZNF207,ANK3,TPX2,VTI1A,MYH9,SLC25A44,SDHA,KIAA1147,PAIP2,TBC1D22A,UBA5,ADCY9,CGGBP1,CPNE1,SNX8,CCT2,CDKN2AIP,ERMP1,CRNKL1,CUL3,E2F3,TANC1,ERC1,CHCHD3,CDC16,NSMCE2,WDR7,RNF38,SEL1L,RWDD4,CBWD1,MBOAT1,ATF6,LRP8,POLQ,USP13,COMMD10,MANBA,TCF3,CCM2,BRAP,ATG2B,UBE4A,REEP5,FAM8A1,RRP36,PDCD10,ITGB8,PTEN,FUT8,NAA50,TTLL12,ST8SIA2,PACS2,NCOA2,PPP3CA,TK1,MRS2,LDHA,PACS1,ANAPC2,KCNQ1,RAB3IP,PDE3B,PICALM,RPA1,GNA12,C1orf131,KEAP1,ACOX1,TFDP1,NDUFS5,CD81,PARP10,BRWD3,USF2,ESPL1,FAF1,NPHP4,GPR132,UBE2E2,PLXNC1,NF1,ZNF107,NENF,SIRT2,SND1,EDC3,LIN9,ZNF804A,THADA,JAZF1,INTS1,RCSD1,ETV6,PHTF1,SLC44A1,GPATCH1,CARM1,CCAR1,WDR41,VPS13B,ABCC5,COPS8,DEAF1,TDP1,NCK1,PBXIP1,LRBA,SLC16A7,LRP5,CHAF1A,HSPB11,IARS2,ADAM9,CHEK2,SASS6,NGLY1,POT1,ZNF564,C1orf74,LZTR1,PPP1R12A,MED13L,COX4I1,DOCK11,RSAD1,ARID1B,RHBDD1,NUP205,CHKA,LYAR,TNS3,MDFIC,KIFAP3,GLE1,KNTC1,ZRANB1,TRAPPC9,MAP4K3,EIF2AK1,KRAS,UBE4B,NMT2,ARHGAP15,C22orf46,HAUS8,TSC1,EXOC4,SIL1,KIAA1328,ZFP90,PITPNA,SNRNP70,PDSS2,UNC13C,SMARCD1,USP7,TCF12,CHMP2A,ASH1L,SUCLG1,TRAF7,MDH2,COPE,TM9SF3,DUSP22,RPL11,PDK2,PSMA6,MDM2,BRPF3,EFCAB11,TOP1MT,POC5,EBAG9,CLCN3,MND1,FAM172A,PGGT1B,PSMA8,NFATC2,NUP155,OGDH,CADM1,KDM1B,FANCE,PDHX,TMEM201,GLOD4,DNAJC10,TULP3,STAT6,UHRF2,SMURF1,LTA4H,USP53,PARD3,CTDP1,NADSYN1,GOLIM4,CDC40,SH2D3A,EYA1,DBF4,MYO9B,GFM2,FZD6,SPPL2A,PTPN2,CTSS,KLHL20,CWC27,SEC24C,PELO,H2AFY,CENPM,TTC17,LDLRAD3,MYO5A,GINS1,SAMD4B,SCFD2,PRKAR1B,ZNF407,TRIM26,SEC23IP,ATP6V1D,ELMO1,GLG1,MEGF9,PREPL,RPS6KC1,HRAS,ZSWIM6 skin-leg-malignant_melanoma skin-leg-malignant_melanoma 0.988808928073726 -0.0112541631186988 557 65 0.0251256281407035 2587 17385 23511,1788,9816,5879,6597,2992,26051,56940,1105,79003,587,7409,6429,55968,1185,7267,4249,1639,10105,29886,4893,4288,9107,4773,3594,26503,4953,56834,55707,54014,56931,6208,25824,8473,138639,55119,8480,51280,3799,5728,54872,55728,10113,10194,55734,2648,54505,259266,55667,3845,8289,5140,4548,8165,8897,9146,84456,23264,4065,57178,1017,9604,3265,54865,1029 NUP188,DNMT3A,URB2,RAC1,SMARCA4,GYG1,PPP1R16B,DUSP22,CHD1,MIS12,BCAT2,VAV1,SRSF4,NSFL1C,CLCN6,TTC3,MGAT5,DCTN1,PPIF,SNX8,NRAS,MKI67,MTMR6,NFATC2,IL12RB1,SLC17A5,ODC1,GPR137,NECAP2,BRWD1,DUS3L,RPS14,PRDX5,OGT,PTPDC1,PRPF38B,RAE1,GOLM1,KIF5B,PTEN,PIGG,N4BP2,PREB,TSHZ1,ZFP64,KAT2A,DHX29,ASPM,DENND4C,KRAS,ARID1A,PDE3B,MTR,AKAP1,MTMR3,HGS,L3MBTL3,ZC3H7B,LY75,ZMIZ1,CDK2,RNF14,HRAS,GPATCH4,CDKN2A skin-buttock-malignant_melanoma skin-buttock-malignant_melanoma 0.989017440110019 -0.0110433134299502 41 2 0.000773096250483185 2587 17385 8897,9107 MTMR3,MTMR6 diffuse_large_B_cell_lymphoma diffuse_large_B_cell_lymphoma 0.990092152000702 -0.00995725735644722 4283 591 0.228449942017781 2587 17385 7249,26051,51239,26263,29904,805,1031,5707,84081,9910,23047,1785,9972,5094,9736,22836,4893,2551,56992,4170,54531,389072,10592,84296,30968,388962,55717,56852,6233,3984,8312,8473,27250,8086,5214,124411,9703,84939,7204,7155,3693,79577,115201,65992,54606,9126,25896,9783,25793,9343,79902,26986,5464,79587,55109,9821,4605,9100,54887,9139,7458,1528,23154,5792,114885,57544,1845,129450,57472,10611,54583,284352,21,10625,288,9557,143187,4627,10308,253558,153396,8027,85021,54467,351,57189,23011,23683,23059,488,6672,25771,9112,81573,7769,1386,23171,23144,254225,57120,10921,1871,157313,85461,4144,54927,8881,286053,28996,79823,23335,154141,8566,5536,27107,7804,23143,8975,51397,91404,22927,55102,2113,10654,203427,65095,6118,11235,10075,9138,55802,51512,23170,374655,6443,4670,6709,5530,7128,6867,51426,54545,117177,5140,27340,5426,2874,8030,23473,5371,4065,60386,5660,79968,11124,375790,9984,81559,116496,27044,9294,64756,286826,23225,221294,2120,1983,4603,55749,5796,157680,26469,1952,54468,8624,990,4041,54443,1809,9697,1107,8754,60,9128,221336,113263,25913,79903,8650,84240,1063,6383,10664,51142,8621,5870,10787,5532,8702,139818,51379,57492,64759,5925,56913,7408,116150,81671,8914,29969,9794,90678,4363,83696,65985,8861,262,51072,8491,3845,10552,5108,2590,64374,92675,4649,440279,7874,4698,9092,84231,196528,54148,6613,56255,7812,54534,5164,55342,51400,90141,51780,1182,330,7832,651746,9107,221656,63931,221079,3416,22937,90592,10440,55165,115426,55192,128866,8648,56288,10463,27333,9903,79677,55681,8323,9456,10283,10728,29890,91746,387,55197,9044,9205,23365,23398,84303,7165,3840,51382,11196,51125,56987,84668,26750,10114,10015,283464,7798,102,387921,6574,22852,8853,606495,55010,493856,1836,84279,23228,1786,168850,80228,4288,51809,899,55608,3703,51747,4134,10785,3688,64393,51068,23586,10808,6240,2683,4853,10615,57599,55298,6184,431707,51088,51564,622,4436,54872,23545,23194,26578,200576,84282,2771,221061,8542,9648,5558,22936,8289,8087,4548,219988,5605,355,7520,51614,51586,55198,84669,9063,55627,55291,4217,9701,9604,56829,11165,1029,9595,1788,6195,23451,9816,9778,29789,83440,7957,1912,22992,9716,51755,60560,23141,23476,57130,4289,8872,26610,23085,56981,3308,5525,6294,6400,22984,2139,8745,10721,55593,4719,8502,4126,29086,641,54497,11060,55159,5728,2530,5781,8313,246175,23241,2956,10499,10194,140609,163486,55667,29882,55690,3784,55227,55288,153642,3832,23499,23646,53407,254065,9700,705,644815,1642,5412,261734,7325,10154,4763,120526,84196,587,667,91752,2806,9775,221895,54928,92241,9929,27247,92609,51520,23020,54819,81603,165055,987,9194,51259,140890,25870,23760,58508,1665,10036,4122,23350,55699,1191,11200,55568,158427,10723,23232,23556,4659,55596,23389,63929,169714,7270,84236,8559,1119,4904,596,9735,9690,6558,1456,223,11163,23152,83939,84447,79896,55843,58517,60412,6478,79672,57536,7534,23636,5928,6625,9791,57107,79585,55870,4191,55093,7371,83549,3661,1105,4084,3376,152137,4931,56681,10270,6185,10130,5450,83989,5695,57486,7456,163590,23705,64224,10236,11234,6778,79726,2620,80709,5594,84306,10098,9371,55204,839,2138,57410,5552,10540,10926,10608,5305,9213,5996,51020,4121,26271,84888,3799,79072,2261,27252,10010,53918,6238,29117,8125,9181,9555,55761,143458,6774,4644,6576,9837,7040,84243,6868,55254,259266,55269,152579,5575,3275,55628,728642,6897,3106,5976,29028,9844,23264,1955,9406,6428,3265,5866,57688 TSC2,PPP1R16B,ANKRD39,FBXO22,EEF2K,CALM2,CDKN2C,PSMD1,NSRP1,RABGAP1L,PDS5B,DNM2,NUP153,PCBP2,USP34,RHOBTB3,NRAS,GABPA,KIF15,MCL1,MIER2,PLEKHM3,SMC2,GINS4,STOML2,BOLA3,WDR11,RAD18,RPS27A,LIMK1,AXIN1,OGT,PDCD4,AAAS,PFKP,ZNF720,KIAA0100,MUM1,TRIO,TOP2B,ITGB5,CDC73,ATG4A,DDRGK1,DDX56,SMC3,INTS7,RIMS3,FBXO7,EFTUD2,NUP85,PABPC1,PPA1,CARS2,AGGF1,RB1CC1,MYBL2,USP10,UHRF1BP1,CBFA2T2,EIF4H,CYB5A,NCDN,PTPRF,OSBPL11,TXNDC16,DUSP3,TYW5,CNOT6,PDLIM5,EGLN1,PPP1R37,ABCA3,IVNS1ABP,ANK3,CHD1L,VTI1A,MYH9,ZNF267,LCLAT1,TMEM161B,STAM,REPS1,ANKIB1,APP,KIAA1147,RAB21,PRKD3,CLUAP1,ATP2A2,SP100,TBC1D22A,MTA1,ANKRD13C,ZNF226,ATF2,GPD1L,ZC3H3,RNF169,GOPC,RNPS1,E2F3,CDCA2,TANC1,MAT2A,CHCHD3,CDC16,NSMCE2,HIPK2,CAMKMT,WDR7,MBOAT1,PDXK,PPP5C,ZBTB11,LRP8,LRCH1,USP13,COMMD10,SESTD1,HABP4,ATG2B,ETS1,PMVK,SLC25A43,KRI1,RPA2,PDCD10,HUWE1,ARHGEF1,DCP1A,GTSE1,TTLL12,ZNF710,SGCB,HNRNPM,SPTAN1,PPP3CA,TNFAIP3,TACC1,POLK,MTMR12,RAB3IP,PDE3B,UTP20,POLE,GPS2,CCDC6,CAPN7,PML,LY75,SLC25A19,PSAP,WDR76,FAF1,AGRN,THOC1,TRIM11,FAM129A,SND1,S1PR2,ATPAF1,LIN9,NUP210,NT5DC1,ETV6,EIF5,MYBL1,CCAR1,PTPRK,VPS13B,PTPN18,CELSR2,MIOS,PSMG1,CDC6,LRP5,ANLN,DPYSL3,TRAM2,CHD3,ADAM9,ACTB,PRPF4,BEND6,GLCCI1,POT1,NAA60,NUMB,ZCCHC9,CENPF,SDC2,CTCF,CHCHD2,CDK13,RAB6A,NCKAP1,PPP3CB,B4GALT4,DOCK11,CRLF3,ARID1B,TNS3,RB1,C1GALT1,VASP,NUS1,VMP1,TIMELESS,MDFIC,MAML1,LRSAM1,ABCC1,TRAPPC9,AACS,LDB1,AMD1,MEMO1,MAP4K3,KRAS,ARPC1A,PCM1,GALNT2,SIL1,DTD1,MYO9A,UNC13C,USP7,NDUFA5,SART1,TRAF7,ARID2,MRPL39,SUMO2,TMX4,CSDE1,MRPL50,PDK2,STRBP,PPME1,EFCAB11,KDM3B,CLCN3,BIRC3,BTG2,ANKRD33B,MTMR6,KDM1B,MRPS14,ARL5B,IDE,SCAP,ZNF700,TIMM17A,CEP55,UHRF2,DNAJC17,CHMP4B,NCOA1,PARD3,SLC30A9,GOLIM4,KLHL21,SMC6,SCYL2,FZD6,HOMER1,CWC27,PTGES3,RBM15B,YTHDC1,RHOA,RPRD1A,BTAF1,ZMYM5,ARHGEF12,PPWD1,CHCHD6,TPD52L2,KPNA4,ATP6V1D,SEC23IP,GOLGA7,BBX,FAM126A,RPS6KC1,HIPK3,PDCD6IP,GXYLT1,LUZP1,ADAM10,NHLRC3,SLC20A1,ANKRD26,ASAP2,CYB5RL,PARPBP,CISD2,SLC26A2,PRADC1,PLCL2,DNMT1,ZNF800,ORAI2,MKI67,GALNT7,CCNF,ANKRD10,STT3A,LUC7L3,MAP4,WDR4,ITGB1,ZMAT3,NMD3,DDX58,HSPH1,RRM1,B4GALT1,NOTCH2,SPAG5,WDR48,RNF121,RPN1,LHX8,KLHL5,HDAC7,BDH1,MSH2,PIGG,ATP6V0A2,FBXL7,OSTF1,PIKFYVE,RNF135,GNAI2,FAM171A1,APOL1,GCC2,PRIM2,ELL2,ARID1A,FXR1,MTR,PATL1,MAP2K2,FAS,XRCC5,ERGIC3,MED15,APPL2,USP32,PIAS2,SMPD4,PPP6R3,MAP3K5,PPP6R2,RNF14,ZC3HAV1,NUDT3,CDKN2A,CYTIP,DNMT3A,RPS6KA1,SF3B1,URB2,KIAA0232,OLA1,ADPGK,EPM2A,PHC2,KDM2A,AQR,CDK12,NAA35,ANKLE2,BRD4,ATP13A1,MKLN1,CDC123,ELP4,ERC1,PRDM11,HSPA4,PPP2R5A,SAFB,SEL1L,PDCD11,EYA2,ADAM23,POLQ,OTUD5,NDUFS1,PKP4,MANBA,BABAM1,BLM,HEATR5B,WWP2,RFWD3,PTEN,FUT8,PTPN11,AXIN2,CNOT6L,PACS2,MSH6,NCOA2,TSHZ1,NEK7,DENND1B,DENND4C,ANAPC2,PACS1,KCNQ1,LRRC1,RHOT1,ARSK,KIF11,MACF1,PLD3,STX18,BRWD3,ESPL1,BYSL,FAM83G,DDB1,UBL3,NPHP4,UBE2E2,PLXNC1,NF1,DNAJC24,USP48,BCAT2,DST,ZNF804A,GOT2,EIF4A3,JAZF1,IMPAD1,RCSD1,JOSD1,NFU1,TIMM50,LARS,SNRNP200,ZCCHC10,TRIM8,CCDC138,LRBA,SLC16A7,TMEM216,SREK1,SUMF2,PITPNB,KMT2C,DHX15,CHAF1A,MAN2A2,U2SURP,IARS2,CLU,CHEK2,GALNT10,TSTD2,SLC12A7,TBC1D12,PIGN,PPP1R12A,ZCCHC8,MED13L,XPNPEP3,QSOX2,TTF1,RHBDD1,PRPF18,CHKA,YBX1,BCL2,KNTC1,UBE3C,SLC12A2,CSNK1G3,ALDH9A1,NUDT4,CIC,EIF2A,SYVN1,THNSL1,ARHGAP15,RBM25,EXOC4,SIAH2,FN3KRP,KIAA1328,YWHAZ,NUP62,RBBP4,SNRNP70,PTDSS1,PDSS2,CORO7,ASH1L,MDH2,WDYHV1,UCK2,UCK1,IRF3,CHD1,MXD1,IARS,CCDC50,NVL,SAR1A,AKAP8,RPN2,PDIA6,POU2AF1,FAM172A,PSMB7,NLN,WIPF1,TOR1AIP2,CADM1,HERPUD2,HNRNPR,HPS5,STAT6,WDR59,GAS2,AKNA,MAPK1,PDCD2L,TSPAN5,KIF3B,GOLPH3L,CASP6,EYA1,SCYL1,SRGN,DCTN2,DBF4,MXD4,PIP4K2A,XPR1,RGS1,HDDC2,MAN1A1,FBXO5,SPPL2A,KIF5B,FASTKD3,FGFR3,KLHL20,TANK,PELO,RRBP1,BRD7,ANP32A,ARHGEF2,H2AFY,TTC17,LDLRAD3,STAT3,MYO5A,SLC25A1,GINS1,TGFB1,ZDHHC18,ADAM17,TMEM39A,ASPM,PSPC1,SCFD2,PRKAR1B,PRMT2,ZNF407,CDK11A,TARS,HLA-B,UPF1,ATAD2,ELMO1,ZC3H7B,MEGF9,ZRANB2,SRSF3,HRAS,RAB3IL1,ZSWIM6 large_intestine-caecum-adenoma large_intestine-caecum-adenoma 0.99088716326694 -0.00915461262129806 233 23 0.00889060688055663 2587 17385 8910,23476,10989,8502,1540,4763,4605,3845,4125,4998,81669,139818,8666,351,55544,5792,7454,5634,10999,57536,89910,168850,3428 SGCE,BRD4,IMMT,PKP4,CYLD,NF1,MYBL2,KRAS,MAN2B1,ORC1,CCNL2,DOCK11,EIF3G,APP,RBM38,PTPRF,WAS,PRPS2,SLC27A4,KIAA1328,UBE3B,ZNF800,IFI16 stomach-carcinoma-intestinal_adenocarcinoma stomach-carcinoma-intestinal_adenocarcinoma 0.991549089726345 -0.00848682168173647 7391 1045 0.403942790877464 2587 17385 51696,65986,7249,81669,10838,29904,8774,79572,8907,1408,11319,79102,25976,4249,9736,284001,22836,4893,56992,3185,11169,11083,378,889,79026,399687,8473,6041,4086,59269,63967,9703,26088,84939,7204,440275,83464,5073,115201,57026,9126,51136,1954,9343,25793,50628,9961,79902,26986,51631,55109,221937,79171,9100,54948,94097,2339,9124,2114,10611,80221,57679,11336,25886,288,22974,54662,283899,55758,8895,7920,55147,26233,25909,25771,9112,57533,55752,57117,23144,29886,8904,10952,79956,85461,64599,64770,286053,152006,10531,8975,353274,22927,11119,55102,252969,5708,11235,10075,9138,339324,80218,4676,374655,200916,6709,79183,6780,57062,255758,6867,57380,27340,6573,51,84875,7533,23505,81559,116496,64848,201292,10444,200424,23225,26173,1983,140459,157680,5347,10801,1952,10635,150468,990,55193,4953,55692,27005,55341,9697,1107,9274,3838,23272,25913,8650,339230,84240,55355,51307,1063,10787,57492,64759,126432,155061,9646,90678,84064,50717,2181,262,157922,79091,3384,51657,26060,55544,3663,9397,166379,157567,93323,6390,5108,4649,440279,9092,55830,84231,8802,196528,26092,6513,55659,56889,64121,7675,7409,4899,55900,26015,55973,10768,3998,10106,27339,83891,55114,1182,330,163131,651746,199953,57794,8449,5933,11329,137886,115426,3020,4089,56288,10463,55191,55907,9903,54495,2971,56996,64151,8323,84705,54838,91746,55197,387,1465,79366,9044,7284,7156,5905,50640,3029,8539,51663,9416,7726,11196,84456,55247,56987,1869,10868,3516,6883,7026,10114,3428,23511,25957,7798,30827,1831,10947,7329,51312,22852,5036,25926,5867,7752,6434,168850,10772,988,6731,8910,23762,23326,1207,8661,55677,84444,9203,4216,146909,7174,51747,138639,51068,5965,2130,7410,56172,22839,9744,2683,5827,55858,55666,10615,55249,6242,9731,23016,431707,51088,55144,4436,1612,23194,221061,94120,8542,9648,51604,5558,22936,9948,79169,26003,5393,830,8289,8087,9527,4548,84295,7520,28231,23640,2801,27316,51586,55198,116985,55627,2821,1029,9595,9185,9230,91252,79074,7957,51293,9110,115,9306,7267,7159,9716,10535,389677,51755,23141,23476,26502,56262,9088,10155,11198,8427,6294,64327,22926,57673,2139,8899,8745,4719,4204,4126,199870,79872,79048,10314,10363,54497,3105,152789,55186,2530,8313,5781,1265,2956,64236,2648,8625,55690,9790,3784,23252,153642,3832,23499,64744,4542,64423,29062,284403,9700,1642,5412,93183,7629,29933,1314,57661,22993,23456,28991,79943,10992,667,998,23336,6917,128338,6733,51520,10522,80006,54819,23020,165055,51056,7428,987,140890,397,58508,55723,4122,56478,54014,5496,23350,4253,9031,6794,1191,11200,140831,158427,8816,823,4659,29924,9159,9967,7270,169714,8559,23165,1119,55646,84246,6558,1456,10147,6128,2629,79811,132884,84930,6478,6566,6625,22850,5564,79585,4191,5395,6597,83549,4998,2132,8078,79595,3376,4931,5450,56893,5229,6404,4967,23299,64224,53615,8050,6836,10236,11234,6778,81611,65980,5594,19,84306,9320,257218,53371,4650,84340,9213,84888,83706,3799,79072,2261,9360,6238,9181,8125,9776,6774,83786,4644,51105,92797,152579,117584,9382,221496,9844,23220,38,57178,8985,7013,3265,57688,54520,118,9682,64960,331,10554,1659,26051,200539,8761,84081,6429,23047,57600,9972,64223,27315,1263,84545,84259,8541,10592,170394,55717,8312,3984,11101,23417,26224,1870,5214,8086,11325,6749,51116,64781,29888,6522,7155,84133,3693,4000,55225,3632,4174,9678,3344,79587,9821,7916,54505,10771,11253,54881,54887,4350,23,9782,5792,950,375743,122060,11236,57231,21,55809,23304,9557,27346,22879,23038,4627,83540,81614,10308,9667,351,54467,23683,6672,488,51096,2926,57122,51434,80254,25897,1386,79571,254225,113,1639,84722,9448,10521,56834,6873,8881,5830,28996,23335,27107,8161,7804,23143,51643,309,91404,22906,64395,7485,824,120,5511,11108,51512,6443,4670,5530,7128,84450,5140,6117,643641,7733,81930,5426,10128,5371,60386,4065,79968,29945,11124,375790,9984,84919,56922,1457,9294,10423,9919,9231,27,55687,2120,5296,79892,4603,55749,5796,10057,11176,7430,222484,4041,23344,672,10133,79735,4796,4669,122809,55278,9780,113263,8216,10664,29127,8702,139818,6018,55252,51379,51735,5925,112950,81671,23759,10999,8914,27245,29969,58986,4363,83696,51072,23168,27102,3845,64598,2803,79728,10492,996,54496,166815,7360,2305,54148,9453,54951,7812,55342,11151,1209,143471,65010,9107,4773,9129,221656,221079,57602,6426,476,90592,1198,153478,7975,8648,1175,54532,51530,127002,57508,27333,60682,51362,51018,10020,81620,79677,55922,23062,1176,80010,7037,5771,6509,84912,64794,53942,7753,9205,55108,332,7030,55536,5311,84668,26750,2653,29801,440026,5361,387921,8853,79007,606495,55010,1786,80228,55035,4288,51809,26503,51005,899,292,7763,55572,84549,54502,5714,10785,409,7188,10313,90850,3066,55884,10808,4594,63922,4853,4125,10237,112574,51564,1503,200576,79888,2771,54882,7014,23515,55274,10280,23176,257415,5339,6016,55818,219988,2058,9792,5859,47,254531,80124,6949,4217,9701,1788,6195,23512,9816,5879,23276,83440,6389,1912,80308,54386,334,7626,22992,6464,30000,6888,5983,10982,57130,4289,10473,8452,2585,8697,11232,90957,56981,7716,3308,3716,5525,10607,6772,27068,54758,22984,23300,10721,5454,9612,8502,84245,29086,8315,55892,641,25901,84991,5728,1384,9055,26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HECA,ZBTB10,TSC2,CCNL2,ZNF275,EEF2K,NAPG,ATP13A3,AP1M1,CRY2,ECD,RNF26,TIPARP,MGAT5,USP34,CCDC57,RHOBTB3,NRAS,KIF15,HNRNPF,WDHD1,DIDO1,ARF4,KRIT1,AHNAK,MYO18A,OGT,RNASEL,SMAD1,HIVEP3,CLSPN,KIAA0100,GGA1,MUM1,TRIO,EIF2AK4,APH1B,PARN,ATG4A,PDXP,SMC3,RNFT1,MEGF8,EFTUD2,FBXO7,GEMIN4,MVP,NUP85,PABPC1,LUC7L2,AGGF1,FOXK1,RBM42,USP10,MRPL16,SFXN5,FNTA,PDLIM1,ETS2,PDLIM5,ACSF2,ALS2,EXOC3,POC1A,ANK3,TPX2,TBC1D13,INO80E,RCOR3,CPNE3,ABHD16A,RBM23,FBXL6,AHCTF1,TBC1D22A,MTA1,TBC1D14,SEPT11,INTS12,ZC3H3,SNX8,CPNE1,SEC61B,ERMP1,TANC1,GIGYF1,CCDC14,NSMCE2,RNF38,PITRM1,USP13,ZNF445,HABP4,BTN3A1,ATG2B,NEIL2,PSMD2,PDCD10,HUWE1,ARHGEF1,ZNF260,NAA50,NAP1L4,ZNF710,RPL22L1,SPTAN1,TTPAL,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,UTP20,SLC19A1,ACOX1,PARP10,YWHAH,TMEM131,TRIM11,FAM129A,YTHDC2,TRIM65,ZER1,TET3,NUP210,INTS1,EIF5,ASB6,VPS13B,PLK1,SEPT9,CELSR2,RAD51AP1,CKAP2L,CDC6,PBRM1,ODC1,LUC7L,USP21,LSG1,TRAM2,CHD3,BCL7C,KPNA2,FAM208A,POT1,NUMB,CCDC137,ZCCHC9,HJURP,FAM53C,CENPF,NCKAP1,ARID1B,TNS3,RINL,ZNF746,CTR9,LRSAM1,HDHD2,DCAF8,ACSL3,AMD1,CAMSAP1,METTL22,ICAM2,STYXL1,APPL1,RBM38,IRF5,NMT2,BBS12,ANKRD46,HAUS8,SDHB,PCM1,MYO9A,UNC13C,SART1,GLT8D1,TRAF7,SUCLG1,ARID2,TOR1AIP1,SLC2A1,ZNF416,TM9SF3,RRAGC,ZNF121,VAV1,NRF1,ZNF302,RPAP1,BCAP29,AHCYL1,LMAN1,CTDSP2,PRPF19,SNX25,ARHGAP17,CLCN3,BIRC3,ZNF780B,ANKRD33B,TMEM201,SUGP1,DHX16,RBL1,STK38,UBXN2B,UHRF2,H3F3A,SMAD4,PARD3,SLC30A9,NADSYN1,CMAS,KLHL21,TMX3,GTF3A,SLC12A9,NCAPG,FZD6,GTPBP3,WBP1L,YTHDC1,RPRD1A,RHOA,CSRP1,HMGN5,BTAF1,TUFM,TOP3A,RANGAP1,PNPLA8,HAGH,API5,ZFR,DDX23,TRIM26,SEC23IP,L3MBTL3,NEIL3,BBX,E2F1,USP20,RBPJ,TAF12,NR2F2,HIPK3,IFI16,NUP188,PNISR,LUZP1,CXXC1,TSC22D3,AP3M2,UBE2I,SLC25A37,ANKRD26,PA2G4,NOL11,RAB4A,ZNF200,TRA2B,ZNF800,SRSF10,CDC5L,SRP72,SGCE,OSBP2,USP22,CLNS1A,EIF3A,IWS1,DOT1L,ZMYM3,MAP3K4,KIF18B,TPP2,LUC7L3,PTPDC1,NMD3,RECQL,EWSR1,VAV2,ANKH,DLGAP4,ACAP1,B4GALT1,PXMP2,TMEM165,NPLOC4,SPAG5,YY1AP1,RTKN,CEP104,EXOSC7,LHX8,KLHL5,LRRC8D,MSH2,DAPK1,FBXL7,FAM171A1,SYTL3,APOL1,GCC2,PIGT,PRIM2,ELL2,WDR1,C1orf35,GORASP2,EXOSC9,CAPZA2,ARID1A,FXR1,GOSR1,MTR,PHF6,XRCC5,SLCO4A1,HSPBP1,GOLGA2,RBMX,MED15,APPL2,ARAP1,SMPD4,GPI,CDKN2A,CYTIP,REPS2,RAB11B,SLC39A13,C2orf49,EPM2A,CD320,MTMR4,ADCY9,SOCS6,TTC3,TP53BP2,AQR,RNASEH2A,RBM12B,CDK12,ANKLE2,BRD4,NARF,LRRC8A,PKMYT1,TRIM28,SUPT16H,ZNF282,SAFB,LMBR1,ATF6,BEND3,EYA2,PRPF4B,ADAM23,NDUFS1,MECP2,MANBA,FAM76A,CBLL1,SECISBP2,LANCL1,HMG20A,HEATR5B,HLA-A,JAKMIP1,SLC25A36,FUT8,AXIN2,PTPN11,CNN2,MSH6,PDLIM2,KAT2A,RFXANK,PACS1,BMS1,KCNQ1,OTUD3,ARSK,KIF11,MACF1,SMAP2,MYO1F,INF2,WDR91,WDR62,ESPL1,DDB1,UBL3,PIGM,ZNF76,GPR132,COPA,PHRF1,HMGXB3,ABCB10,COMMD5,ZNF696,SF3B2,DST,CDC42,SYNM,TCEA1,DRAM2,SRPK2,LARS,DEAF1,TRAPPC13,ZCCHC10,SNRNP200,CCDC138,LAP3,VHL,LRBA,SREK1,ARHGDIB,KMT2C,ASF1B,MAN2A2,EIF4ENIF1,BRWD1,PPM1G,U2SURP,MIA2,BAZ1B,STK11,CLU,CHEK2,ZSWIM3,TSTD2,DCAF5,CAPN1,PPP1R12A,EPN1,PCSK7,THRAP3,TTF1,QSOX2,PRPF18,NUP205,CHKA,LYAR,MED10,SLC12A2,CSNK1G3,SUGP2,RPL6,GBA,SLTM,EVC2,MASTL,SIAH2,SLC16A1,SNRNP70,ADNP2,PRKAB1,CORO7,MDH2,PMS2,SMARCA4,UCK1,ORC1,EXT2,USP5,SAP130,IARS,NVL,POU2AF1,UBQLN4,PGGT1B,SELPLG,OGDH,BICD2,HERPUD2,MBD3,PDHX,SURF4,HNRNPR,HPS5,STAT6,ANP32E,BRD9,MAPK1,ABCA1,PDCD2L,TRIP12,SHPRH,NUP54,MYO9B,GFM2,XPR1,SPPL2A,FERMT3,KIF5B,FASTKD3,FGFR3,PPIG,RRBP1,ARHGEF2,ANP32A,ATG13,STAT3,FRMD8,MYO5A,PHF20L1,HELB,SCFD2,RFFL,COG1,LEMD2,ELMO1,DTX4,ACAT1,ZMIZ1,PLOD3,TERF1,HRAS,ZSWIM6,CCDC93,ADD1,KDM4A,MRPS15,XIAP,AGPAT1,DHX8,PPP1R16B,ANKRD23,PABPC4,NSRP1,SRSF4,PDS5B,FNIP2,NUP153,MLST8,PGAP2,PLK3,MRPL43,DCUN1D5,PPFIA3,SMC2,PWWP2B,WDR11,AXIN1,LIMK1,ATE1,MLYCD,FBXL3,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPS2,CERK,STRN4,SLC4A2,TOP2B,ZNRF3,ITGB5,LMNA,RAVER2,INPP5A,MCM5,PHF14,FOXN2,CARS2,RB1CC1,PRRC2A,DHX29,ZMYND11,MAN1B1,TEX10,UHRF1BP1,MPG,ABCF1,MATR3,PTPRF,SCARB2,PTAR1,SLAIN1,RNF139,SNX14,ABCA3,TRERF1,UBR2,CHD1L,TMEM97,MON1B,WDTC1,MYH9,NUF2,NIPA2,ZNF267,SAFB2,APP,ANKIB1,PRKD3,SP100,ATP2A2,UTP18,GRSF1,NUP107,ANAPC7,CEP63,RNF19A,ATF2,GCC1,RNF169,ADCY7,DCTN1,PSRC1,MAP4K4,DDX17,GPR137,TAF2,CDC16,PEX5,HIPK2,WDR7,ZBTB11,COIL,LRP8,LRCH1,TMBIM4,ANXA6,SESTD1,TRAK1,GMCL1,WRB,CAPN2,ADD3,PPP1R8,PRDM4,GTSE1,SGCB,HNRNPM,PPP3CA,TNFAIP3,ZNF512,PDE3B,RPA1,ZNF862,ZNF180,KIF18A,POLE,LRPPRC,PML,SLC25A19,LY75,WDR76,ANAPC4,FAF1,AGRN,THOC1,PPP1R15B,MCCC1,CSNK2A1,S1PR2,CDIPT,SEC16A,DLG5,ABL2,TRMU,ETV6,PIK3R2,MCMBP,MYBL1,CCAR1,PTPRK,ABCC5,BAZ2A,EZR,LNX2,LRP5,ESYT1,BRCA1,OPTN,TBC1D17,TONSL,NAGLU,SOCS4,QRSL1,PIEZO1,GLCCI1,LZTR1,CTCF,RACGAP1,B4GALT4,DOCK11,RLF,ASXL2,CRLF3,RAPGEF6,RB1,MED8,VMP1,PPIL2,SLC27A4,TIMELESS,AHDC1,MDFIC,TMEM8A,ABCC1,TRAPPC9,MEMO1,RTF1,EIF2AK1,KRAS,MOSPD3,GOLGA4,PALB2,SYNCRIP,CDC27,PRMT7,TIGD2,UGP2,FOXM1,MRPL39,GGPS1,COMMD8,CSDE1,STRBP,CORO1A,CLPTM1,PSMA8,SLC26A6,MTMR6,NFATC2,PRPF3,KDM1B,ARL5B,USP36,SRSF1,ATP1A1,ZNF700,CLK3,PLEKHG4B,MAFK,NCOA1,AP2S1,USP53,ZC3HC1,ATXN7L2,INTS2,GOLIM4,SMAP1,CDC40,RRP15,GNE,CDT1,SMC6,NKRF,GGA2,AP3S1,RMI1,TFRC,PTPN2,SLC1A4,SLC35B4,DDX31,CNTN5,ZNF202,ZMYM5,BSDC1,BIRC5,TFE3,CDCA7L,PKD2,FAM126A,RPS6KC1,GCSH,ZDHHC8,TMEM41B,PLXNA1,NHLRC3,ASAP2,DBNDD1,CYB5RL,PARPBP,DNMT1,ORAI2,NOL8,MKI67,GALNT7,SLC17A5,AMDHD2,CCNF,SLC25A5,ZFAND5,FOXRED1,MAK16,RBM47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intestinal_adenocarcinoma intestinal_adenocarcinoma 0.991549089726345 -0.00848682168173647 7391 1045 0.403942790877464 2587 17385 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019,246175,56912,10499,23241,10051,10194,55734,85369,10276,55667,57418,143,9238,29882,55227,55288,2011,23014,23646,9146,9654,10935,55238,3189,7027,8570,254065,64766,221150,10154,4763,29855,7841,65264,2030,11004,3267,22933,84196,29978,1432,8678,6621,8930,134510,587,64422,92241,231,3835,5926,84248,9194,10036,25929,7343,9825,55699,5700,10723,23556,9777,23389,23039,57095,51593,84236,203523,63925,4904,9735,9690,55728,223,50809,81552,23152,55074,2778,7248,4673,58517,26012,4957,60412,146198,57536,9791,9841,4152,25974,10989,55870,10523,1105,23243,2193,126549,10270,55486,60343,10006,51522,26048,5695,7456,84811,53339,25788,57693,7289,79726,124583,2620,80709,8237,80346,10098,8535,9371,28986,55204,10045,839,2138,26271,2618,56259,29117,55761,9837,79957,55095,1455,9894,112495,6868,4678,129285,124997,55628,8189,6626,5595,3106,29028,27309,114882,84078,9406,114785 HECA,ZBTB10,TSC2,CCNL2,ZNF275,EEF2K,NAPG,ATP13A3,AP1M1,CRY2,ECD,RNF26,TIPARP,MGAT5,USP34,CCDC57,RHOBTB3,NRAS,KIF15,HNRNPF,WDHD1,DIDO1,ARF4,KRIT1,AHNAK,MYO18A,OGT,RNASEL,SMAD1,HIVEP3,CLSPN,KIAA0100,GGA1,MUM1,TRIO,EIF2AK4,APH1B,PARN,ATG4A,PDXP,SMC3,RNFT1,MEGF8,EFTUD2,FBXO7,GEMIN4,MVP,NUP85,PABPC1,LUC7L2,AGGF1,FOXK1,RBM42,USP10,MRPL16,SFXN5,FNTA,PDLIM1,ETS2,PDLIM5,ACSF2,ALS2,EXOC3,POC1A,ANK3,TPX2,TBC1D13,INO80E,RCOR3,CPNE3,ABHD16A,RBM23,FBXL6,AHCTF1,TBC1D22A,MTA1,TBC1D14,SEPT11,INTS12,ZC3H3,SNX8,CPNE1,SEC61B,ERMP1,TANC1,GIGYF1,CCDC14,NSMCE2,RNF38,PITRM1,USP13,ZNF445,HABP4,BTN3A1,ATG2B,NEIL2,PSMD2,PDCD10,HUWE1,ARHGEF1,ZNF260,NAA50,NAP1L4,ZNF710,RPL22L1,SPTAN1,TTPAL,STAU1,DDX24,TCTEX1D2,TACC1,MRS2,UTP20,SLC19A1,ACOX1,PARP10,YWHAH,TMEM131,TRIM11,FAM129A,YTHDC2,TRIM65,ZER1,TET3,NUP210,INTS1,EIF5,ASB6,VPS13B,PLK1,SEPT9,CELSR2,RAD51AP1,CKAP2L,CDC6,PBRM1,ODC1,LUC7L,USP21,LSG1,TRAM2,CHD3,BCL7C,KPNA2,FAM208A,POT1,NUMB,CCDC137,ZCCHC9,HJURP,FAM53C,CENPF,NCKAP1,ARID1B,TNS3,RINL,ZNF746,CTR9,LRSAM1,HDHD2,DCAF8,ACSL3,AMD1,CAMSAP1,METTL22,ICAM2,STYXL1,APPL1,RBM38,IRF5,NMT2,BBS12,ANKRD46,HAUS8,SDHB,PCM1,MYO9A,UNC13C,SART1,GLT8D1,TRAF7,SUCLG1,ARID2,TOR1AIP1,SLC2A1,ZNF416,TM9SF3,RRAGC,ZNF121,VAV1,NRF1,ZNF302,RPAP1,BCAP29,AHCYL1,LMAN1,CTDSP2,PRPF19,SNX25,ARHGAP17,CLCN3,BIRC3,ZNF780B,ANKRD33B,TMEM201,SUGP1,DHX16,RBL1,STK38,UBXN2B,UHRF2,H3F3A,SMAD4,PARD3,SLC30A9,NADSYN1,CMAS,KLHL21,TMX3,GTF3A,SLC12A9,NCAPG,FZD6,GTPBP3,WBP1L,YTHDC1,RPRD1A,RHOA,CSRP1,HMGN5,BTAF1,TUFM,TOP3A,RANGAP1,PNPLA8,HAGH,API5,ZFR,DDX23,TRIM26,SEC23IP,L3MBTL3,NEIL3,BBX,E2F1,USP20,RBPJ,TAF12,NR2F2,HIPK3,IFI16,NUP188,PNISR,LUZP1,CXXC1,TSC22D3,AP3M2,UBE2I,SLC25A37,ANKRD26,PA2G4,NOL11,RAB4A,ZNF200,TRA2B,ZNF800,SRSF10,CDC5L,SRP72,SGCE,OSBP2,USP22,CLNS1A,EIF3A,IWS1,DOT1L,ZMYM3,MAP3K4,KIF18B,TPP2,LUC7L3,PTPDC1,NMD3,RECQL,EWSR1,VAV2,ANKH,DLGAP4,ACAP1,B4GALT1,PXMP2,TMEM165,NPLOC4,SPAG5,YY1AP1,RTKN,CEP104,EXOSC7,LHX8,KLHL5,LRRC8D,MSH2,DAPK1,FBXL7,FAM171A1,SYTL3,APOL1,GCC2,PIGT,PRIM2,ELL2,WDR1,C1orf35,GORASP2,EXOSC9,CAPZA2,ARID1A,FXR1,GOSR1,MTR,PHF6,XRCC5,SLCO4A1,HSPBP1,GOLGA2,RBMX,MED15,APPL2,ARAP1,SMPD4,GPI,CDKN2A,CYTIP,REPS2,RAB11B,SLC39A13,C2orf49,EPM2A,CD320,MTMR4,ADCY9,SOCS6,TTC3,TP53BP2,AQR,RNASEH2A,RBM12B,CDK12,ANKLE2,BRD4,NARF,LRRC8A,PKMYT1,TRIM28,SUPT16H,ZNF282,SAFB,LMBR1,ATF6,BEND3,EYA2,PRPF4B,ADAM23,NDUFS1,MECP2,MANBA,FAM76A,CBLL1,SECISBP2,LANCL1,HMG20A,HEATR5B,HLA-A,JAKMIP1,SLC25A36,FUT8,AXIN2,PTPN11,CNN2,MSH6,PDLIM2,KAT2A,RFXANK,PACS1,BMS1,KCNQ1,OTUD3,ARSK,KIF11,MACF1,SMAP2,MYO1F,INF2,WDR91,WDR62,ESPL1,DDB1,UBL3,PIGM,ZNF76,GPR132,COPA,PHRF1,HMGXB3,ABCB10,COMMD5,ZNF696,SF3B2,DST,CDC42,SYNM,TCEA1,DRAM2,SRPK2,LARS,DEAF1,TRAPPC13,ZCCHC10,SNRNP200,CCDC138,LAP3,VHL,LRBA,SREK1,ARHGDIB,KMT2C,ASF1B,MAN2A2,EIF4ENIF1,BRWD1,PPM1G,U2SURP,MIA2,BAZ1B,STK11,CLU,CHEK2,ZSWIM3,TSTD2,DCAF5,CAPN1,PPP1R12A,EPN1,PCSK7,THRAP3,TTF1,QSOX2,PRPF18,NUP205,CHKA,LYAR,MED10,SLC12A2,CSNK1G3,SUGP2,RPL6,GBA,SLTM,EVC2,MASTL,SIAH2,SLC16A1,SNRNP70,ADNP2,PRKAB1,CORO7,MDH2,PMS2,SMARCA4,UCK1,ORC1,EXT2,USP5,SAP130,IARS,NVL,POU2AF1,UBQLN4,PGGT1B,SELPLG,OGDH,BICD2,HERPUD2,MBD3,PDHX,SURF4,HNRNPR,HPS5,STAT6,ANP32E,BRD9,MAPK1,ABCA1,PDCD2L,TRIP12,SHPRH,NUP54,MYO9B,GFM2,XPR1,SPPL2A,FERMT3,KIF5B,FASTKD3,FGFR3,PPIG,RRBP1,ARHGEF2,ANP32A,ATG13,STAT3,FRMD8,MYO5A,PHF20L1,HELB,SCFD2,RFFL,COG1,LEMD2,ELMO1,DTX4,ACAT1,ZMIZ1,PLOD3,TERF1,HRAS,ZSWIM6,CCDC93,ADD1,KDM4A,MRPS15,XIAP,AGPAT1,DHX8,PPP1R16B,ANKRD23,PABPC4,NSRP1,SRSF4,PDS5B,FNIP2,NUP153,MLST8,PGAP2,PLK3,MRPL43,DCUN1D5,PPFIA3,SMC2,PWWP2B,WDR11,AXIN1,LIMK1,ATE1,MLYCD,FBXL3,E2F2,PFKP,AAAS,DDX42,SSRP1,MRPS2,CERK,STRN4,SLC4A2,TOP2B,ZNRF3,ITGB5,LMNA,RAVER2,INPP5A,MCM5,PHF14,FOXN2,CARS2,RB1CC1,PRRC2A,DHX29,ZMYND11,MAN1B1,TEX10,UHRF1BP1,MPG,ABCF1,MATR3,PTPRF,SCARB2,PTAR1,SLAIN1,RNF139,SNX14,ABCA3,TRERF1,UBR2,CHD1L,TMEM97,MON1B,WDTC1,MYH9,NUF2,NIPA2,ZNF267,SAFB2,APP,ANKIB1,PRKD3,SP100,ATP2A2,UTP18,GRSF1,NUP107,ANAPC7,CEP63,RNF19A,ATF2,GCC1,RNF169,ADCY7,DCTN1,PSRC1,MAP4K4,DDX17,GPR137,TAF2,CDC16,PEX5,HIPK2,WDR7,ZBTB11,COIL,LRP8,LRCH1,TMBIM4,ANXA6,SESTD1,TRAK1,GMCL1,WRB,CAPN2,ADD3,PPP1R8,PRDM4,GTSE1,SGCB,HNRNPM,PPP3CA,TNFAIP3,ZNF512,PDE3B,RPA1,ZNF862,ZNF180,KIF18A,POLE,LRPPRC,PML,SLC25A19,LY75,WDR76,ANAPC4,FAF1,AGRN,THOC1,PPP1R15B,MCCC1,CSNK2A1,S1PR2,CDIPT,SEC16A,DLG5,ABL2,TRMU,ETV6,PIK3R2,MCMBP,MYBL1,CCAR1,PTPRK,ABCC5,BAZ2A,EZR,LNX2,LRP5,ESYT1,BRCA1,OPTN,TBC1D17,TONSL,NAGLU,SOCS4,QRSL1,PIEZO1,GLCCI1,LZTR1,CTCF,RACGAP1,B4GALT4,DOCK11,RLF,ASXL2,CRLF3,RAPGEF6,RB1,MED8,VMP1,PPIL2,SLC27A4,TIMELESS,AHDC1,MDFIC,TMEM8A,ABCC1,TRAPPC9,MEMO1,RTF1,EIF2AK1,KRAS,MOSPD3,GOLGA4,PALB2,SYNCRIP,CDC27,PRMT7,TIGD2,UGP2,FOXM1,MRPL39,GGPS1,COMMD8,CSDE1,STRBP,CORO1A,CLPTM1,PSMA8,SLC26A6,MTMR6,NFATC2,PRPF3,KDM1B,ARL5B,USP36,SRSF1,ATP1A1,ZNF700,CLK3,PLEKHG4B,MAFK,NCOA1,AP2S1,USP53,ZC3HC1,ATXN7L2,INTS2,GOLIM4,SMAP1,CDC40,RRP15,GNE,CDT1,SMC6,NKRF,GGA2,AP3S1,RMI1,TFRC,PTPN2,SLC1A4,SLC35B4,DDX31,CNTN5,ZNF202,ZMYM5,BSDC1,BIRC5,TFE3,CDCA7L,PKD2,FAM126A,RPS6KC1,GCSH,ZDHHC8,TMEM41B,PLXNA1,NHLRC3,ASAP2,DBNDD1,CYB5RL,PARPBP,DNMT1,ORAI2,NOL8,MKI67,GALNT7,SLC17A5,AMDHD2,CCNF,SLC25A5,ZFAND5,FOXRED1,MAK16,RBM47,PSMD8,WDR4,ARRB2,TRAF5,RTN3,ZNF598,HDAC2,WSB2,HSPH1,MUT,CHTF18,NOTCH2,MAN2B1,SLC35B1,SNX18,HDAC7,CTPS1,PIKFYVE,LPCAT1,GNAI2,ANKHD1,TERF2,MORC3,PHF10,SIGMAR1,SEPT8,FAM133B,PLEC,RIT1,KDM3A,PATL1,EPRS,SERTAD2,QARS,ACLY,LPCAT4,VCPIP1,TCOF1,MAP3K5,PPP6R2,DNMT3A,RPS6KA1,SUZ12,URB2,RAC1,KLHL18,ADPGK,SDHA,PHC2,FLAD1,TERF2IP,APLP2,ZNF75D,KDM2A,SHC1,TNPO2,TALDO1,RFC3,MAPRE2,ATP13A1,MKLN1,HMGN4,CUL3,GALK2,CDC23,POLG2,DHX57,PRDM11,VEZF1,HSPA4,JAK1,PPP2R5A,TBL3,STAT1,PPA2,KLHDC4,PDCD11,ATMIN,POLQ,POU3F2,NCOR2,PKP4,MRI1,BABAM1,BRAP,MYNN,BLM,CCDC28A,RBM17,PTEN,CRAT,PRC1,UPF2,CNOT6L,IFT46,NCOA2,PACS2,SMC4,TSHZ1,ZFP64,STRIP1,NET1,DENND4C,WDR18,PARP4,TBRG4,ANAPC2,LRRC1,RHOT1,MARK2,FBXO21,PLD3,HGS,TTLL4,PRDX3,SLC38A7,HNRNPH3,TFDP1,KHSRP,BRWD3,S100PBP,SKA3,PLXNC1,NF1,UBN1,MOGS,UBE2Z,SLC29A1,KIF2C,AGFG1,SIRT2,USP48,UBQLN2,MAPK14,BECN1,SNAPC4,MBD4,UBLCP1,BCAT2,ATG3,RCSD1,AKR1B1,KIF22,ARID4A,FYTTD1,SLC16A7,CHAF1A,GEMIN5,UBTF,SPATA2,IARS2,PSMC1,SLC12A7,PIGN,TM9SF4,MED13L,XPO7,PITHD1,SRRT,RHBDD1,ZNF449,ZNF335,YBX1,KNTC1,UBE3C,N4BP2,ALDH9A1,HP1BP3,VOPP1,CIC,OXR1,GNAS,TSC1,NAP1L1,RBM25,NSMF,ODF2,EXOC4,ZFP90,KIAA1328,PTDSS1,ZBTB24,MBD1,MMACHC,IMMT,ASH1L,CHERP,CHD1,ANKRD28,FARSA,ANKLE1,AKAP8,PARL,FAM3A,ABI1,TMEM14C,ZNF500,PSMB7,WIPF1,BUD13,BTBD1,RAD54B,ZNF317,TULP3,WDR59,CANT1,GAS2,AKNA,USP11,REEP4,TSPAN5,CBX4,KIF3B,MAGEH1,GOLPH3L,SH2D3A,CASP6,EYA1,FBXO5,GART,CTNNBL1,BRD7,TTC17,GINS1,PAQR6,SAMD4B,CSNK1G2,TELO2,GTF3C6,ADAM17,NASP,PPP1R21,WDR81,ZNF407,SYMPK,SNRPA,MAPK3,HLA-B,ATAD2,ZNF330,OSBPL8,KBTBD7,ZRANB2,MBD6 superficial_spreading superficial_spreading 0.992305229711999 -0.00772452778257242 1129 141 0.0545032856590646 2587 17385 4149,60313,81559,22933,891,26263,10992,91752,9231,5036,5707,8853,23225,9910,1786,168850,5094,157680,5796,79159,10522,4893,672,292,8661,4122,79026,1107,8312,11101,6794,5214,59269,10808,2130,7204,56172,22839,203054,11243,2053,5715,51735,57599,5925,9126,54764,55728,8542,8508,83696,9821,9219,10147,4242,3845,10277,51657,1528,23154,2058,950,150771,3836,9124,9063,84166,116985,1029,6938,21,2305,23451,56949,5879,288,11316,79038,6597,5886,7920,334,25909,147923,5687,488,3376,79876,55486,26097,8904,8452,51340,56262,6310,3301,55741,221656,79801,5698,23431,79651,6426,57693,56931,126328,23335,2620,80709,2139,19,8745,55191,9320,91404,23647,54497,2261,25932,5728,9632,9181,89910,8128,6709,254552,79836,55254,10276,55667,10061,55690,4221,23499,5426,5203,84456,79968,29062,254065,3265 MAX,GPBP1L1,TRIM11,SIRT2,CCNB1,FBXO22,SF3B2,ZNF804A,DLG5,PA2G4,PSMD1,ASAP2,NUP210,RABGAP1L,DNMT1,ZNF800,PCBP2,VPS13B,PTPRK,NOL12,DEAF1,NRAS,BRCA1,SLC25A5,EIF3A,MAN2A2,AHNAK,CHD3,AXIN1,ATE1,STK11,PFKP,HIVEP3,HSPH1,EWSR1,TRIO,ANKH,DLGAP4,ADCK5,PMF1,EPHX2,PSMD9,RAPGEF6,WDR48,RB1,SMC3,ZRANB1,N4BP2,APOL1,NIPSNAP1,TRAPPC9,RB1CC1,MTA2,SUGP2,MFNG,KRAS,UBE4B,STYXL1,CYB5A,NCDN,EPRS,SCARB2,ITPRIPL1,KPNA1,PDLIM1,PIAS2,NLRC5,ARAP1,CDKN2A,TCF12,ABCA3,FOXM1,SF3B1,XAB2,RAC1,ANK3,COPE,ZFYVE21,SMARCA4,RAD23A,ABHD16A,APLP2,AHCTF1,ZNF420,PSMA6,ATP2A2,IARS,UBA5,PARL,CHTOP,CPNE1,CUL3,CRNKL1,LRRC8A,ATXN1,DNAJA1,EDEM2,KDM1B,SHCBP1,PSMB9,AP4E1,RHBDF2,SRSF1,ZNF317,DUS3L,NDUFA11,WDR7,GAS2,AKNA,EYA2,ABCA1,ADAM23,NADSYN1,TRIP12,SESTD1,ARFIP2,HEATR5B,FGFR3,CLIC4,PTEN,SEC24C,ARHGEF2,UBE3B,ST8SIA2,SPTAN1,NUDT8,LONRF3,TMEM39A,NET1,DENND4C,ABCF2,PACS1,MEN1,MACF1,POLE,PFDN4,L3MBTL3,WDR76,WDR91,BRWD3,HRAS upper_back upper_back 0.992510645983645 -0.00751754004643498 333 35 0.0135291843834557 2587 17385 9682,102,254428,9744,55102,4853,6242,2261,9928,26578,200576,4893,3035,57418,9107,6310,3845,4041,23344,26503,23499,10036,8897,54431,2058,9825,9844,56987,1939,55699,5778,122060,3265,5866,11325 KDM4A,ADAM10,SLC41A1,ACAP1,ATG2B,NOTCH2,RTKN,FGFR3,KIF14,OSTF1,PIKFYVE,NRAS,HARS,WDR18,MTMR6,ATXN1,KRAS,LRP5,ESYT1,SLC17A5,MACF1,CHAF1A,MTMR3,DNAJC10,EPRS,SPATA2,ELMO1,BBX,EIF2D,IARS2,PTPN7,SLAIN1,HRAS,RAB3IL1,DDX42 skin-knee-malignant_melanoma skin-knee-malignant_melanoma 0.99311228423707 -0.00691154556210525 97 7 0.00270583687669115 2587 17385 8897,9107,3845,26503,4893,102,3265 MTMR3,MTMR6,KRAS,SLC17A5,NRAS,ADAM10,HRAS skin-upper_arm-malignant_melanoma skin-upper_arm-malignant_melanoma 0.99314180814858 -0.00688181732982594 560 64 0.0247390800154619 2587 17385 9595,55870,102,288,5879,54495,23210,55892,153396,8895,78991,79660,9731,120,5707,488,27154,3632,5728,471,1785,84912,26046,7267,22920,25897,84282,23228,1983,11171,60560,51755,5926,9736,23020,4893,9978,7916,9821,7428,9044,54505,2181,6229,11169,9107,26503,25978,221656,3832,55843,10521,8897,6873,79026,128061,4673,54014,10236,9063,8754,4217,132864,10285 CYTIP,ASH1L,ADAM10,ANK3,RAC1,TMX3,JMJD6,MYNN,TMEM161B,CPNE3,PCYOX1L,PPP1R3B,CEP104,ADD3,PSMD1,ATP2A2,BRPF3,INPP5A,PTEN,ATIC,DNM2,SLC35B4,LTN1,TTC3,KIFAP3,RNF19A,RNF135,PLCL2,EIF5,STRAP,NAA35,CDK12,ARID4A,USP34,SNRNP200,NRAS,RBX1,PRRC2A,RB1CC1,VHL,BTAF1,DHX29,ACSL3,RPS24,WDHD1,MTMR6,SLC17A5,CHMP2B,KDM1B,KIF11,ARHGAP15,DDX17,MTMR3,TAF2,AHNAK,C1orf131,NAP1L1,BRWD1,HNRNPR,PIAS2,ADAM9,MAP3K5,CPEB2,SMNDC1 upper_leg upper_leg 0.993155142217658 -0.00686839127177745 890 108 0.041747197526092 2587 17385 9595,23511,55870,1540,9185,196528,102,89845,54148,64848,288,5879,8895,51293,3181,25909,6464,10783,57533,5537,1639,27339,5796,56893,23020,4893,23476,7428,56992,6310,7430,9107,535,157313,26503,53615,221079,27005,23085,27436,90957,79026,4669,23335,55278,2620,57154,90850,2139,10721,114825,7323,8216,9703,63967,55596,27291,9334,55892,4853,54497,4000,3105,3799,5771,2261,54606,5925,5728,9632,5511,9138,4436,5781,9794,4644,55109,10906,6302,54881,23560,7156,3845,4580,5339,8087,55843,55108,55361,55832,8897,5792,27153,9817,5426,9844,84456,27316,51,201725,84668,2821,4217,4649,3265,57679,11124,1029 CYTIP,NUP188,ASH1L,CYLD,REPS2,ARID2,ADAM10,ABCC10,MRPL39,YTHDC2,ANK3,RAC1,CPNE3,CD320,HNRNPA2B1,AHCTF1,SHC1,NEK6,TBC1D14,PPP6C,DCTN1,PRPF19,PTPRK,UBQLN4,SNRNP200,NRAS,BRD4,VHL,KIF15,ATXN1,EZR,MTMR6,ATP6V0A1,CDCA2,SLC17A5,MBD3,ARL5B,USP21,ERC1,EML4,DHX57,AHNAK,NAGLU,WDR7,QRSL1,GAS2,SMURF1,ZNF598,EYA2,POLQ,PWWP2A,UBE2D3,LZTR1,KIAA0100,CLSPN,ZCCHC8,R3HCC1L,B4GALT5,MYNN,NOTCH2,HEATR5B,LMNA,HLA-A,KIF5B,PTPN2,FGFR3,DDX56,RB1,PTEN,SEC24C,PPP1R8,ARHGEF1,MSH2,PTPN11,MAML1,MYO5A,AGGF1,TRAFD1,TSPAN31,TEX10,GTPBP4,TOP3A,KRAS,MTX1,PLEC,FXR1,ARHGAP15,BSDC1,PI4K2A,CAND1,MTMR3,PTPRF,ZNF777,KEAP1,POLE,ELMO1,L3MBTL3,RBMX,ACOX1,C4orf46,FAM126A,GPI,MAP3K5,MYO9A,HRAS,ALS2,FAF1,CDKN2A haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-acute_lymphoblastic_B_cell_leukaemia haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-acute_lymphoblastic_B_cell_leukaemia 0.994518514067887 -0.005496564402986 3911 533 0.206030150753769 2587 17385 54520,51696,118,7249,9091,331,26051,54918,1031,9910,6429,79572,8907,1785,139596,9972,25976,5094,9736,27315,4893,56992,25855,170394,8312,399687,4086,59269,51622,7204,6522,440275,3693,79577,115201,9126,92745,4174,1954,9961,79902,26986,51631,134111,79587,221937,7916,9821,9489,9219,55253,54881,4605,54887,54948,2002,5792,114885,84193,57472,10611,57231,80221,11222,729533,7756,84079,21,288,56954,253558,8027,8895,351,25909,25771,9112,55752,80254,1386,23144,9448,51340,10921,10553,157313,85461,55751,54927,5515,286053,79823,23335,154141,148022,2521,27107,7804,203068,23143,8975,353274,80143,55102,84335,252969,168374,26273,120,3696,10075,55802,308,54620,4670,5530,7128,8301,6117,6573,643641,81930,8030,10447,4065,7392,11124,23505,375790,64743,116496,56922,9815,9231,23225,3572,5296,2120,118813,79892,136319,10460,10057,157680,1952,54468,6628,4041,54443,8675,1809,89122,9697,1731,79735,55038,1107,1874,8754,9780,55768,113263,339230,1063,85409,8621,10787,6018,51379,57492,51735,64759,5925,23303,8932,8914,29969,8508,9267,83696,50814,50717,3845,84901,5108,996,84166,54496,64374,92675,4649,7874,1540,91942,56255,4067,7675,7409,27154,55973,10768,79685,90864,83891,10105,51780,1209,143471,7879,4773,25978,8667,57602,199953,3416,10440,4048,66005,4089,56288,51530,9150,9903,1611,55143,28969,55681,56897,9456,6509,10283,64794,84172,23595,53942,1465,6643,89941,84303,51663,11196,84456,55247,34,26750,25957,23511,283464,5589,1831,8454,2992,5361,6574,51312,22852,8853,168850,1786,79159,23762,54888,4288,899,5982,292,1207,9203,4216,7174,4134,29080,90850,2130,4594,56172,5562,128387,4853,10237,5663,23042,133746,4849,55666,6242,8837,9731,83855,51564,622,54872,4436,23194,5833,79888,221061,2222,5558,51604,22936,133418,5339,6016,55818,84295,7520,847,139735,1633,47,116985,23523,9701,91768,11165,1029,9595,1788,4287,9230,23512,23451,653519,6389,7957,5899,115,9663,9716,10535,7159,60560,80895,23141,5983,10982,2077,10589,26610,8721,79801,11232,10155,90957,56981,7716,128308,3716,6294,6772,55871,8703,2139,1783,8745,10721,55593,9612,4719,8502,10067,55732,9334,254428,6929,10314,641,10363,54497,3105,152789,57458,22826,5728,10598,1384,9055,5781,6143,246175,10651,2956,23241,10194,79836,140609,163486,55667,3609,143,26268,55690,55227,3784,60558,64744,11335,10897,23014,6448,9654,55238,254065,132864,57488,261734,57128,4839,1314,90379,4763,57661,22993,11004,8930,667,91752,10239,11021,221895,1808,10745,92241,54776,6102,27247,51006,26505,10920,23020,8813,7428,6659,58508,51099,54623,25929,7343,23350,4253,9031,6794,55568,140831,10980,7323,10723,23232,4659,4666,51506,23389,2053,51593,1119,4904,9735,27034,6558,79811,55843,55832,132884,7248,60412,57536,30844,80097,57107,6938,79585,55870,54737,4191,5395,7371,6597,4998,1120,1105,79595,2193,54700,152137,3376,113178,10130,51522,51132,1477,5450,83989,23705,55741,23118,79726,8237,10098,19,8535,28986,9320,2138,5074,4650,84888,4121,79033,2091,143458,55761,387882,4644,3150,51409,259266,27032,129285,152579,5575,3275,55628,8189,29028,9844,23264,84078,114785,528,57178,3265,57688 CCDC93,HECA,ADD1,TSC2,PIGQ,XIAP,PPP1R16B,CMTM6,CDKN2C,RABGAP1L,SRSF4,ATP13A3,AP1M1,DNM2,UPRT,NUP153,TIPARP,PCBP2,USP34,PGAP2,NRAS,KIF15,BRMS1,PWWP2B,AXIN1,MYO18A,SMAD1,HIVEP3,CCZ1,TRIO,SLC4A2,EIF2AK4,ITGB5,CDC73,ATG4A,SMC3,SLC38A5,MCM5,MEGF8,MVP,NUP85,PABPC1,LUC7L2,UBE2QL1,CARS2,FOXK1,PRRC2A,RB1CC1,PGS1,MTA2,TYW1,TEX10,MYBL2,UHRF1BP1,MRPL16,ELK1,PTPRF,OSBPL11,SETD3,CNOT6,PDLIM5,SNX14,ACSF2,MRPL3,FAM72A,ZNF207,ANKRD27,ABCA3,ANK3,NIT2,LCLAT1,STAM,CPNE3,APP,AHCTF1,TBC1D22A,MTA1,SEPT11,CEP63,ATF2,ZC3H3,MAP4K4,CRNKL1,RNPS1,HTATIP2,CDCA2,TANC1,TMEM184C,CHCHD3,PPP2CA,NSMCE2,CAMKMT,WDR7,MBOAT1,TICAM1,FUS,ZBTB11,LRP8,TUBB,LRCH1,USP13,ZNF445,SIKE1,ATG2B,AKT1S1,NEIL2,ZNF92,FBXO3,ADD3,ITGB8,HUWE1,DCP1A,ANXA5,FBXL19,HNRNPM,PPP3CA,TNFAIP3,PICALM,RPA1,SLC19A1,ZNF862,KIF18A,CCDC6,FAM3C,LY75,USF2,FAF1,TMEM131,AGRN,WDR13,FAM129A,MCCC1,GIT2,DLG5,NUP210,IL6ST,PIK3R2,ETV6,ZFYVE27,MCMBP,MTPN,TACC3,ABCC5,VPS13B,CELSR2,MIOS,SNRPB,LRP5,ANLN,STX16,DPYSL3,TRIM4,TRAM2,SEPT1,TBC1D17,CDCA4,CHD3,E2F4,ADAM9,PIEZO1,NGLY1,GLCCI1,CCDC137,CENPF,NKD2,CDK13,NCKAP1,RLF,CRLF3,ARID1B,RAPGEF6,TNS3,RB1,KIF13B,MBD2,TIMELESS,MDFIC,NIPSNAP1,CYTH1,TRAPPC9,NSDHL,DCAF8,KRAS,NFATC2IP,PCM1,CDC27,NLRC5,PRMT7,SIL1,DTD1,MYO9A,USP7,CYLD,NDUFAF2,TMX4,LYN,ZNF121,VAV1,BRPF3,BCAP29,AHCYL1,SAP30L,SPSB3,SNX25,PPIF,KDM3B,CLPTM1,PSMA8,RAB7A,NFATC2,CHMP2B,EIF3H,USP36,TMEM201,IDE,TIMM17A,LTA4H,CHID1,SMAD4,PARD3,ZC3HC1,CTDP1,KLHL21,DAP,CDCA8,BZW2,SCYL2,WRNIP1,HOMER1,SLC1A4,CWC27,DDX31,POLR1B,ORC3,CNTN5,CSRP1,SNX2,RHOT2,CHCHD6,ZFR,SEC23IP,L3MBTL3,NEIL3,ACADM,RPS6KC1,PNISR,NUP188,GXYLT1,PRKCSH,TSC22D3,CUL1,GYG1,PLXNA1,SLC20A1,SLC25A37,ANKRD26,ASAP2,ZNF800,DNMT1,NOL12,OSBP2,NSUN2,MKI67,CCNF,RFC2,SLC25A5,CLNS1A,ZMYM3,MAP3K4,TPP2,MAP4,CCDC59,ZNF598,EWSR1,MUT,ANKH,PRKAA1,TATDN3,NOTCH2,SLC35B1,PSEN1,PDXDC1,JMY,CNOT3,NPLOC4,RTKN,CFLAR,CEP104,KLF16,HDAC7,BDH1,PIGG,MSH2,FBXL7,PCYT2,LPCAT1,FAM171A1,FDFT1,PRIM2,PIGT,ELL2,EMB,PLEC,RIT1,KDM3A,PHF6,XRCC5,CAT,ZFP92,DCK,ACLY,ARAP1,CABIN1,PPP6R2,CABLES1,NUDT3,CDKN2A,CYTIP,DNMT3A,ATXN3,RAB11B,SUZ12,SF3B1,GPR89A,SDHA,EPM2A,RALB,ADCY9,LPIN2,AQR,RNASEH2A,TP53BP2,NAA35,ILKAP,ANKLE2,RFC3,MAPRE2,ERF,DRAP1,ELP4,EDF1,SHCBP1,POLG2,TRIM28,DHX57,PRDM11,VEZF1,MRPL55,JAK1,SAFB,STAT1,CBWD1,B4GALT3,EYA2,DYNC1LI2,ADAM23,POLQ,OTUD5,NCOR2,NDUFS1,PKP4,SCAMP3,C1orf112,B4GALT5,SLC41A1,TCF3,LANCL1,BLM,HMG20A,HEATR5B,HLA-A,JAKMIP1,TMCC3,DNAJC8,PTEN,AHSA1,CRAT,PRC1,PTPN11,RPL19,CNOT6L,MTX2,MSH6,PACS2,TSHZ1,LONRF3,NEK7,DENND1B,DENND4C,ILF3,PARP4,FBXO9,PACS1,LRRC1,KCNQ1,GUF1,SMAP2,CBX3,YIF1A,FBXO21,SGSH,TTLL4,SLC38A7,BRWD3,CPEB2,ESYT2,NPHP4,LYRM4,NOP2,COPA,DCAF15,NF1,PHRF1,HMGXB3,KIF2C,MBD4,DST,ZNF804A,AP3S2,RAB35,JAZF1,DPYSL2,PHTF1,RCSD1,PPP1R12C,RP2,NFU1,SLC35C2,CNNM3,COPS8,SNRNP200,DPM1,VHL,SOX4,KMT2C,ABHD5,PAF1,GEMIN5,UBTF,U2SURP,MIA2,BAZ1B,STK11,GALNT10,ZSWIM3,COPS6,UBE2D3,SLC12A7,TBC1D12,PPP1R12A,NACA,UFC1,MED13L,EPHX2,SRRT,CHKA,YBX1,KNTC1,ACAD8,SLC12A2,SLTM,ARHGAP15,CAND1,EVC2,TSC1,EXOC4,KIAA1328,EHD4,MZT2B,PDSS2,TCF12,CORO7,ASH1L,MPHOSPH8,MDH2,PMS2,UCK2,SMARCA4,ORC1,CHKB,CHD1,SAP130,FARSA,RRN3,CCDC50,IARS,SCAMP4,PDIA6,TMEM14C,RLIM,CSTF1,POU2AF1,FAM172A,CADM1,EDEM2,TAB2,WDR59,USP11,TSPAN5,ABCA1,CBX4,MAGEH1,TRIP12,EYA1,PAWR,MYO9B,SPPL2A,MAN1A1,ERI3,FBL,LDLRAD3,TTC17,C12orf75,MYO5A,HMGN1,HEMK1,ASPM,ATP2C1,PPP1R21,SCFD2,PRKAR1B,PRMT2,ZNF407,SYMPK,ATAD2,ELMO1,ZC3H7B,KBTBD7,MBD6,ATP6V1C1,ZMIZ1,HRAS,ZSWIM6 acute_lymphoblastic_B_cell_leukaemia acute_lymphoblastic_B_cell_leukaemia 0.994518514067887 -0.005496564402986 3911 533 0.206030150753769 2587 17385 54520,51696,118,7249,9091,331,26051,54918,1031,9910,6429,79572,8907,1785,139596,9972,25976,5094,9736,27315,4893,56992,25855,170394,8312,399687,4086,59269,51622,7204,6522,440275,3693,79577,115201,9126,92745,4174,1954,9961,79902,26986,51631,134111,79587,221937,7916,9821,9489,9219,55253,54881,4605,54887,54948,2002,5792,114885,84193,57472,10611,57231,80221,11222,729533,7756,84079,21,288,56954,253558,8027,8895,351,25909,25771,9112,55752,80254,1386,23144,9448,51340,10921,10553,157313,85461,55751,54927,5515,286053,79823,23335,154141,148022,2521,27107,7804,203068,23143,8975,353274,80143,55102,84335,252969,168374,26273,120,3696,10075,55802,308,54620,4670,5530,7128,8301,6117,6573,643641,81930,8030,10447,4065,7392,11124,23505,375790,64743,116496,56922,9815,9231,23225,3572,5296,2120,118813,79892,136319,10460,10057,157680,1952,54468,6628,4041,54443,8675,1809,89122,9697,1731,79735,55038,1107,1874,8754,9780,55768,113263,339230,1063,85409,8621,10787,6018,51379,57492,51735,64759,5925,23303,8932,8914,29969,8508,9267,83696,50814,50717,3845,84901,5108,996,84166,54496,64374,92675,4649,7874,1540,91942,56255,4067,7675,7409,27154,55973,10768,79685,90864,83891,10105,51780,1209,143471,7879,4773,25978,8667,57602,199953,3416,10440,4048,66005,4089,56288,51530,9150,9903,1611,55143,28969,55681,56897,9456,6509,10283,64794,84172,23595,53942,1465,6643,89941,84303,51663,11196,84456,55247,34,26750,25957,23511,283464,5589,1831,8454,2992,5361,6574,51312,22852,8853,168850,1786,79159,23762,54888,4288,899,5982,292,1207,9203,4216,7174,4134,29080,90850,2130,4594,56172,5562,128387,4853,10237,5663,23042,133746,4849,55666,6242,8837,9731,83855,51564,622,54872,4436,23194,5833,79888,221061,2222,5558,51604,22936,133418,5339,6016,55818,84295,7520,847,139735,1633,47,116985,23523,9701,91768,11165,1029,9595,1788,4287,9230,23512,23451,653519,6389,7957,5899,115,9663,9716,10535,7159,60560,80895,23141,5983,10982,2077,10589,26610,8721,79801,11232,10155,90957,56981,7716,128308,3716,6294,6772,55871,8703,2139,1783,8745,10721,55593,9612,4719,8502,10067,55732,9334,254428,6929,10314,641,10363,54497,3105,152789,57458,22826,5728,10598,1384,9055,5781,6143,246175,10651,2956,23241,10194,79836,140609,163486,55667,3609,143,26268,55690,55227,3784,60558,64744,11335,10897,23014,6448,9654,55238,254065,132864,57488,261734,57128,4839,1314,90379,4763,57661,22993,11004,8930,667,91752,10239,11021,221895,1808,10745,92241,54776,6102,27247,51006,26505,10920,23020,8813,7428,6659,58508,51099,54623,25929,7343,23350,4253,9031,6794,55568,140831,10980,7323,10723,23232,4659,4666,51506,23389,2053,51593,1119,4904,9735,27034,6558,79811,55843,55832,132884,7248,60412,57536,30844,80097,57107,6938,79585,55870,54737,4191,5395,7371,6597,4998,1120,1105,79595,2193,54700,152137,3376,113178,10130,51522,51132,1477,5450,83989,23705,55741,23118,79726,8237,10098,19,8535,28986,9320,2138,5074,4650,84888,4121,79033,2091,143458,55761,387882,4644,3150,51409,259266,27032,129285,152579,5575,3275,55628,8189,29028,9844,23264,84078,114785,528,57178,3265,57688 CCDC93,HECA,ADD1,TSC2,PIGQ,XIAP,PPP1R16B,CMTM6,CDKN2C,RABGAP1L,SRSF4,ATP13A3,AP1M1,DNM2,UPRT,NUP153,TIPARP,PCBP2,USP34,PGAP2,NRAS,KIF15,BRMS1,PWWP2B,AXIN1,MYO18A,SMAD1,HIVEP3,CCZ1,TRIO,SLC4A2,EIF2AK4,ITGB5,CDC73,ATG4A,SMC3,SLC38A5,MCM5,MEGF8,MVP,NUP85,PABPC1,LUC7L2,UBE2QL1,CARS2,FOXK1,PRRC2A,RB1CC1,PGS1,MTA2,TYW1,TEX10,MYBL2,UHRF1BP1,MRPL16,ELK1,PTPRF,OSBPL11,SETD3,CNOT6,PDLIM5,SNX14,ACSF2,MRPL3,FAM72A,ZNF207,ANKRD27,ABCA3,ANK3,NIT2,LCLAT1,STAM,CPNE3,APP,AHCTF1,TBC1D22A,MTA1,SEPT11,CEP63,ATF2,ZC3H3,MAP4K4,CRNKL1,RNPS1,HTATIP2,CDCA2,TANC1,TMEM184C,CHCHD3,PPP2CA,NSMCE2,CAMKMT,WDR7,MBOAT1,TICAM1,FUS,ZBTB11,LRP8,TUBB,LRCH1,USP13,ZNF445,SIKE1,ATG2B,AKT1S1,NEIL2,ZNF92,FBXO3,ADD3,ITGB8,HUWE1,DCP1A,ANXA5,FBXL19,HNRNPM,PPP3CA,TNFAIP3,PICALM,RPA1,SLC19A1,ZNF862,KIF18A,CCDC6,FAM3C,LY75,USF2,FAF1,TMEM131,AGRN,WDR13,FAM129A,MCCC1,GIT2,DLG5,NUP210,IL6ST,PIK3R2,ETV6,ZFYVE27,MCMBP,MTPN,TACC3,ABCC5,VPS13B,CELSR2,MIOS,SNRPB,LRP5,ANLN,STX16,DPYSL3,TRIM4,TRAM2,SEPT1,TBC1D17,CDCA4,CHD3,E2F4,ADAM9,PIEZO1,NGLY1,GLCCI1,CCDC137,CENPF,NKD2,CDK13,NCKAP1,RLF,CRLF3,ARID1B,RAPGEF6,TNS3,RB1,KIF13B,MBD2,TIMELESS,MDFIC,NIPSNAP1,CYTH1,TRAPPC9,NSDHL,DCAF8,KRAS,NFATC2IP,PCM1,CDC27,NLRC5,PRMT7,SIL1,DTD1,MYO9A,USP7,CYLD,NDUFAF2,TMX4,LYN,ZNF121,VAV1,BRPF3,BCAP29,AHCYL1,SAP30L,SPSB3,SNX25,PPIF,KDM3B,CLPTM1,PSMA8,RAB7A,NFATC2,CHMP2B,EIF3H,USP36,TMEM201,IDE,TIMM17A,LTA4H,CHID1,SMAD4,PARD3,ZC3HC1,CTDP1,KLHL21,DAP,CDCA8,BZW2,SCYL2,WRNIP1,HOMER1,SLC1A4,CWC27,DDX31,POLR1B,ORC3,CNTN5,CSRP1,SNX2,RHOT2,CHCHD6,ZFR,SEC23IP,L3MBTL3,NEIL3,ACADM,RPS6KC1,PNISR,NUP188,GXYLT1,PRKCSH,TSC22D3,CUL1,GYG1,PLXNA1,SLC20A1,SLC25A37,ANKRD26,ASAP2,ZNF800,DNMT1,NOL12,OSBP2,NSUN2,MKI67,CCNF,RFC2,SLC25A5,CLNS1A,ZMYM3,MAP3K4,TPP2,MAP4,CCDC59,ZNF598,EWSR1,MUT,ANKH,PRKAA1,TATDN3,NOTCH2,SLC35B1,PSEN1,PDXDC1,JMY,CNOT3,NPLOC4,RTKN,CFLAR,CEP104,KLF16,HDAC7,BDH1,PIGG,MSH2,FBXL7,PCYT2,LPCAT1,FAM171A1,FDFT1,PRIM2,PIGT,ELL2,EMB,PLEC,RIT1,KDM3A,PHF6,XRCC5,CAT,ZFP92,DCK,ACLY,ARAP1,CABIN1,PPP6R2,CABLES1,NUDT3,CDKN2A,CYTIP,DNMT3A,ATXN3,RAB11B,SUZ12,SF3B1,GPR89A,SDHA,EPM2A,RALB,ADCY9,LPIN2,AQR,RNASEH2A,TP53BP2,NAA35,ILKAP,ANKLE2,RFC3,MAPRE2,ERF,DRAP1,ELP4,EDF1,SHCBP1,POLG2,TRIM28,DHX57,PRDM11,VEZF1,MRPL55,JAK1,SAFB,STAT1,CBWD1,B4GALT3,EYA2,DYNC1LI2,ADAM23,POLQ,OTUD5,NCOR2,NDUFS1,PKP4,SCAMP3,C1orf112,B4GALT5,SLC41A1,TCF3,LANCL1,BLM,HMG20A,HEATR5B,HLA-A,JAKMIP1,TMCC3,DNAJC8,PTEN,AHSA1,CRAT,PRC1,PTPN11,RPL19,CNOT6L,MTX2,MSH6,PACS2,TSHZ1,LONRF3,NEK7,DENND1B,DENND4C,ILF3,PARP4,FBXO9,PACS1,LRRC1,KCNQ1,GUF1,SMAP2,CBX3,YIF1A,FBXO21,SGSH,TTLL4,SLC38A7,BRWD3,CPEB2,ESYT2,NPHP4,LYRM4,NOP2,COPA,DCAF15,NF1,PHRF1,HMGXB3,KIF2C,MBD4,DST,ZNF804A,AP3S2,RAB35,JAZF1,DPYSL2,PHTF1,RCSD1,PPP1R12C,RP2,NFU1,SLC35C2,CNNM3,COPS8,SNRNP200,DPM1,VHL,SOX4,KMT2C,ABHD5,PAF1,GEMIN5,UBTF,U2SURP,MIA2,BAZ1B,STK11,GALNT10,ZSWIM3,COPS6,UBE2D3,SLC12A7,TBC1D12,PPP1R12A,NACA,UFC1,MED13L,EPHX2,SRRT,CHKA,YBX1,KNTC1,ACAD8,SLC12A2,SLTM,ARHGAP15,CAND1,EVC2,TSC1,EXOC4,KIAA1328,EHD4,MZT2B,PDSS2,TCF12,CORO7,ASH1L,MPHOSPH8,MDH2,PMS2,UCK2,SMARCA4,ORC1,CHKB,CHD1,SAP130,FARSA,RRN3,CCDC50,IARS,SCAMP4,PDIA6,TMEM14C,RLIM,CSTF1,POU2AF1,FAM172A,CADM1,EDEM2,TAB2,WDR59,USP11,TSPAN5,ABCA1,CBX4,MAGEH1,TRIP12,EYA1,PAWR,MYO9B,SPPL2A,MAN1A1,ERI3,FBL,LDLRAD3,TTC17,C12orf75,MYO5A,HMGN1,HEMK1,ASPM,ATP2C1,PPP1R21,SCFD2,PRKAR1B,PRMT2,ZNF407,SYMPK,ATAD2,ELMO1,ZC3H7B,KBTBD7,MBD6,ATP6V1C1,ZMIZ1,HRAS,ZSWIM6 lower_third lower_third 0.995292762710461 -0.00471835122198262 8160 1154 0.446076536528798 2587 17385 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7,RNF114,TIGD2,NDUFA5,CYLD,UGP2,XAB2,HCFC1R1,DUSP22,GGPS1,CSDE1,PDK2,STRBP,CORO1A,METTL9,GM2A,CLPTM1,PSMA8,CYP20A1,MTMR6,NFATC2,PRPF3,USP36,MRPL2,ATP1A1,SCAP,CLK3,PLEKHG4B,CEP55,LTA4H,USP53,ZC3HC1,ATXN7L2,INTS2,CTDP1,MIF4GD,GNE,CDT1,ARID5A,NKRF,CHAC2,CSNK1A1,BZW2,WRNIP1,STARD9,SLC35B4,DDX31,RPAP3,CNTN5,ZNF202,FAM50B,PPWD1,RHOT2,BSDC1,NEU1,TPD52L2,FBXO41,KPNA4,TFE3,SNAP29,FAM126A,PKD2,RPS6KC1,CHMP7,ZNF496,ZDHHC8,YTHDF3,CCNB1,SLC20A1,ELMOD2,ASAP2,DBNDD1,CDC25B,PLCL2,DNMT1,SEH1L,ORAI2,ATG9A,AKT2,NOL8,MKI67,DDX20,FOXRED1,STT3A,PSMD8,ITGB1,DHTKD1,ARRB2,TRAF5,ZNF598,DDX58,WSB2,HSPH1,MAPRE1,MUT,KIF23,NOTCH2,MAN2B1,JMY,CFLAR,RNF121,MEX3C,KLF16,BDH1,GNAI2,ANKHD1,MORC3,FTL,PHF10,DDX28,SEPT8,DCTD,PLEC,RIT1,KDM3A,ADSS,EPRS,ZFP92,QARS,ACLY,LPCAT4,TCOF1,PPP6R2,PPP6R3,MAP3K5,NRBP1,CABLES1,ZC3HAV1,CKLF,TRIP10,CAST,SF3B1,URB2,MAGED1,KLHL18,SLC25A44,GNB2,SDHA,PHC2,FLAD1,MOAP1,APLP2,UCHL5,TNPO2,NAA35,GPX4,CDKN2AIP,CCT2,ATP13A1,MKLN1,CUL3,GALK2,CDC23,PSMB9,GAR1,AP4E1,DHX57,HSPA4,JAK1,PPP2R5A,TBL3,H2AFX,SEL1L,STAT1,TRIM32,PDCD11,POLQ,POU3F2,NCOR2,PKP4,ANKRD13D,C1orf112,SLC25A12,MYNN,BLM,FOXO3,CCDC28A,RBM17,MAT2B,RPL17,PTEN,CRAT,AHSA1,CENPJ,PRC1,SLC38A10,UBE2M,NCOA2,PACS2,SMC4,TSHZ1,ZFP64,NET1,DENND4C,ILF3,PARP4,RPL8,RHOT1,MARK2,FBXO21,GNA12,HGS,PRDX3,MFAP1,STX18,BRWD3,CPEB2,S100PBP,ESYT2,SKA3,NPHP4,PLXNC1,NOP2,TMEM184B,UBN1,NF1,DCAF15,MOGS,ZNF107,SLC29A1,TAF6L,USP48,CUTC,RNF103,MBD4,ZNF804A,THADA,EIF4A3,DPYSL2,SRI,ZBTB22,JOSD1,TECR,ARID4A,TIMM50,TDP1,SOX4,DHX15,CHAF1A,GEMIN5,UBTF,SPATA2,UEVLD,ATXN2L,IARS2,GALNT10,COPS6,SASS6,SLC12A7,CIB1,MED13L,TIA1,NFATC3,ZNF449,ZNF335,CAPZA1,KIFAP3,BCL2,KNTC1,UBE3C,N4BP2,ALDH9A1,KDELR1,CIC,OXR1,CAND1,GNAS,TSC1,NAP1L1,RBM25,NSMF,ODF2,EXOC4,KIAA1328,NAA20,NANP,PTDSS1,PDSS2,C7orf26,SMARCD1,MBD1,TMEM106C,IMMT,ASH1L,MPHOSPH8,CHERP,WDYHV1,HNRNPUL2,CHD1,PAIP1,SAR1A,PARL,PDIA6,ABI1,HTRA2,RLIM,ACSL5,FAM172A,PSMB7,NLN,WIPF1,BOLA1,AZI2,BUD13,EIF3G,BTBD1,DAP3,ZNF317,GAS2,AKNA,SMURF1,PPP2R2D,MAGEH1,GOLPH3L,MRPL42,EYA1,SRGN,DBF4,MFSD10,MAN1A1,SAC3D1,GART,CTNNBL1,TANK,YIF1B,MRPL11,TTC17,SAMD4B,ADAM17,NASP,ASPM,PPP1R21,POLR3GL,WDR81,MEN1,ZNF407,TARS,MFN2,PLAA,ATAD2,ZNF330,OSBPL8,KBTBD7,MBD6,ATP6V1C1,TATDN1,PREPL skin-scalp-carcinoma-squamous_cell_carcinoma skin-scalp-carcinoma-squamous_cell_carcinoma 0.995674861030169 -0.00433451944105116 1632 208 0.0804020100502513 2587 17385 84838,79717,375790,25829,10154,4763,30827,29907,1659,84196,6574,9815,51076,8761,79943,7844,286826,667,7391,8853,23225,26155,1785,25976,1786,8514,10057,157680,9736,11140,51520,4893,1952,6628,7428,114294,9194,150468,10210,8541,58508,4171,899,55692,1207,10133,4122,79026,79735,54502,4253,55699,51719,138639,54480,8086,64795,9703,4594,9777,3300,63929,4853,139818,2053,23042,23165,133746,57599,1119,4775,203523,4174,9783,51564,23759,4436,1612,23545,27245,200576,9961,221061,1456,4363,79587,221937,51604,9821,23152,50717,55700,3845,5339,3384,4548,79811,1528,84295,6257,2590,10492,4957,84166,60412,84669,6625,1029,56829,79022,21,112858,55870,84231,5879,653519,288,22974,83549,4998,9673,5093,2132,7957,890,25909,26015,55973,7267,57506,10535,7159,1386,22875,8036,26048,6404,9631,4773,163590,23705,85461,64343,8667,90957,57602,6873,153478,124583,2521,2620,5594,4048,66005,2139,83596,55388,10045,11333,2138,22927,10926,10865,8315,23647,56996,23142,641,28969,54497,152789,84705,2261,5728,147184,51512,26039,1265,55761,143458,23595,4644,3945,57185,56342,79183,10194,271,6868,6867,140609,57418,143,84759,3029,23499,5140,4542,9927,5426,9844,5597,4065,60386,5311,29062,10114,3265 ZNF496,PPCS,AGRN,TMEM184B,PLXNC1,NF1,CXXC1,SNX15,DHX8,USP48,SLC20A1,GIT2,CUTC,PABPC4,ZNF696,RNF103,LIN9,DST,USF1,ASAP2,NUP210,NOC2L,DNM2,TIPARP,DNMT1,KCNAB2,ABCC5,VPS13B,USP34,CDC37,LARS,NRAS,CELSR2,SNRPB,VHL,LACTB,SLC16A7,CKAP2L,TOPORS,PPFIA3,KMT2C,MCM2,CCNF,LUC7L,CLNS1A,OPTN,MAN2A2,AHNAK,TBC1D17,RBM47,MIA2,IARS2,CAB39,PTPDC1,CHPF2,AAAS,RMND5A,KIAA0100,MUT,TM9SF4,DNAJB2,XPNPEP3,NOTCH2,DOCK11,EPHX2,PDXDC1,NUP205,JMY,WDR48,CHKA,NFATC3,ZNF449,MCM5,RIMS3,HDAC7,PPIL2,MSH2,DAPK1,ATP6V0A2,AHDC1,PIKFYVE,MVP,FAM171A1,CSNK1G3,ABCC1,CARS2,FOXK1,PIGT,RB1CC1,CIC,DCAF8,MAP7D1,KRAS,PLEC,ICAM2,MTR,SLTM,CYB5A,PHF6,RXRB,GALNT2,SYNCRIP,ODF2,NLRC5,EXOC4,USP32,SNRNP70,CDKN2A,ZC3HAV1,TMEM106C,ABCA3,TP53RK,ASH1L,TRAF7,RAC1,GPR89A,ANK3,TPX2,UCK1,ORC1,SLC25A44,PCBP1,EXT2,EPM2A,CCNA2,AHCTF1,RPAP1,BCAP29,TTC3,MAVS,RNASEH2A,TP53BP2,ATF2,ENPP4,SHOC2,ZNF500,SELPLG,NUP155,NFATC2,TOR1AIP2,CADM1,TANC1,AZI2,EIF3H,DHX57,USP36,TAF2,PLEKHG4B,CANT1,FUS,GAS2,MAPK1,LTA4H,CHID1,EYA2,BCL2L12,MCM10,SH2D3A,PDAP1,EYA1,HABP4,DBF4,ARID5A,BRAP,ARFIP2,SLC12A9,DCUN1D4,BLM,BZW2,HEATR5B,JAKMIP1,GTPBP3,FGFR3,PTEN,TMEM99,GTSE1,SS18L1,CNN2,TTC17,LDLRAD3,ORC3,MYO5A,LDHB,NIPAL3,PPAN,TTPAL,TSHZ1,AMPD2,ADAM17,TACC1,NEK7,WDR18,PARP4,PCGF1,HAGH,MACF1,PDE3B,MYO1F,MFN2,POLE,ELMO1,MAPK6,LY75,SLC25A19,PKD2,WDR91,HIPK3,HRAS lung-carcinoma-squamous_cell_carcinoma lung-carcinoma-squamous_cell_carcinoma 0.995970648995745 -0.00403749071152858 15113 2207 0.853111712408195 2587 17385 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HECA,ZBTB10,ABCC10,TGOLN2,CCNL2,FBXO22,EEF2K,THAP4,RAD23B,ATP13A3,DNM2,FTSJ3,USP34,CCDC57,ERCC1,NRAS,EHMT1,KIF15,HNRNPF,WDHD1,MIER2,DIDO1,SMAD2,MYO18A,OGT,MPV17,SMAD1,ZNF75A,ANXA11,SLC25A33,ZNF720,SEC61G,GGA1,MUM1,CCZ1,TRIO,CUTA,RAB23,KCTD17,HAUS4,EIF2AK4,APH1B,PARN,CDC73,MYL6B,ATG4A,ERV3-1,PDXP,SMC3,C4orf3,GEMIN4,MVP,NUP85,PPP6R1,PABPC1,NSUN4,PPA1,AGGF1,FOXK1,RBM42,GTPBP4,MAP7D1,MRPL16,ELK1,RDH11,MAGED2,ETS2,WIPI2,RUFY3,PDLIM5,ACSF2,FAM72D,RHOG,EXOC3,STARD7,C5orf30,VTI1A,INO80E,RCOR3,LCLAT1,CPNE3,KIAA1147,RBM23,ZNF420,AHCTF1,TBC1D22A,TBC1D14,GMEB1,NSFL1C,GPD1L,ZC3H3,ARL5A,PDCL3,SNX8,ERMP1,IDH3A,POLR2D,HTATIP2,MEF2D,TMEM147,GSTCD,TANC1,MAT2A,VPS26B,NSMCE2,CORO1C,CAMKMT,PPP5C,PITRM1,TUBB,COMMD10,ZNF445,HABP4,CCM2,FLOT1,BTN3A1,ATG2B,PPP1R3B,GOLM1,ZBTB45,HUWE1,ZNF260,ANXA5,LTN1,KANSL2,UBE3B,NAP1L4,ZNF710,ST8SIA2,SPTAN1,STAU1,DDX24,TACC1,MRS2,HEBP2,LLPH,C14orf132,RAB3IP,TTC33,PICALM,SH3BP5,ACOX1,FAM3C,AEN,PARP10,YWHAH,THAP5,GPATCH4,FAM129A,TRIM11,YTHDC2,SNX15,RBM8A,NENF,SND1,RUFY1,TRIM65,ZER1,PRNP,NUP210,NT5DC1,NOC2L,EIF5,TACC3,VPS13B,PTPN18,MIOS,SNRPB,CDC6,UTP3,PBRM1,ODC1,USP21,TRAM2,FBXO28,BCL7C,ARRDC1,ADAM9,DVL1,NUMB,ZNF564,C1orf74,CTU2,PARP12,ZCCHC9,CENPF,LAMTOR3,CHCHD2,NCKAP1,RSAD1,TNS3,SUB1,RINL,SSBP3,KIF13B,MBD2,XPA,AHCY,RBM3,GLE1,LRSAM1,HDHD2,NSDHL,AMD1,CAMSAP1,ZNF761,METTL22,ICAM2,STYXL1,APPL1,BBS12,ANKRD46,RXRB,SDHB,PCM1,GALNT2,TMEM168,NLRC5,MYO9A,CCNB2,USP7,SUCLG1,ARID2,TMX4,SLC2A1,ATP6V1B2,LYN,BCAP31,VAV1,MRPL50,ZNF473,ZNF302,BRPF3,TARDBP,BCAP29,CTDSP2,PRPF19,KDM3B,MND1,CLCN3,BIRC3,RAB7A,ANKRD33B,VDAC1,EIF3H,TMEM201,GLOD4,IDE,DHX16,UHRF2,CHMP4B,PARD3,KLHL21,PDAP1,CDCA8,TMX3,GTF3A,ARF1,SLC12A9,TUBGCP2,DNAJB9,POLR1B,RNF5,RBM15B,PPAN,RHOA,RPRD1A,BTAF1,TOP3A,ARHGEF12,PCGF1,DDX23,RAB18,CACNB1,TRIM26,PDCD6,ATP6V1D,L3MBTL3,NEIL3,CTBS,BBX,IMPDH1,HIPK3,IFI16,TXN,NUP188,H2AFZ,PNISR,TMEM203,PRKCSH,USP39,UBE2I,SLC25A37,ASPHD2,RAB4A,TRA2B,SUCLG2,TAF5L,CISD2,ZNF800,CDC5L,ZNF524,SGCE,OSBP2,NSUN2,USP22,EIF3A,ZMYM3,DOT1L,IWS1,ANKRD10,WAS,KIF18B,TPP2,ZMAT3,B4GALT2,PRPF38B,RECQL,C9orf78,EWSR1,GADD45G,RRM1,ACAP1,B4GALT1,FAM136A,SUPT7L,CNOT3,NPLOC4,SPAG5,WDR48,RTKN,CEP104,EXOSC7,KLHL5,LRRC8D,MSH2,PIGG,FBXL7,TNRC18,SYTL3,FAM171A1,APOL1,GCC2,PRIM2,ELL2,RDH10,MFNG,GORASP2,CAPZA2,ADRB2,CCT8,MTR,PHF6,PFDN5,SLCO4A1,TTC13,GOLGA2,RBMX,MED15,PIAS2,APPL2,SAMD8,CDKN2A,ZNF511,ATXN3,RAF1,KIAA0232,EPM2A,CD320,CCNA2,MTMR4,BRI3,TP53BP2,AQR,RBM12B,ILKAP,CDK12,SAP30,BRD4,DRAP1,NARF,LRRC8A,ELP4,ABHD11,PKMYT1,ASB13,SERP1,TRIM28,SUPT16H,EIF3K,CBWD1,ATF6,XRCC4,ADAM23,PRPF4B,NDUFS1,DEPDC1,MECP2,SECISBP2,HMG20A,WWP2,JAKMIP1,SLC25A36,CCNK,DNAJC8,AXIN2,CITED2,JMJD4,KAT2A,TMEM126B,RABIF,ADSL,PACS1,BMS1,KCNQ1,OTUD3,ARSK,MACF1,KIF11,KLF6,COMMD4,SMAP2,FADD,SH3GLB1,MYO1F,CBX3,TMEM127,INF2,PPP1R11,DUSP11,DDX5,WDR62,TAF6,ESPL1,PURA,DDB1,DEF6,IPO4,FAM83G,UBL3,PIGM,NAT9,GPR132,UBE2Q1,PTP4A3,MRPL19,ZNF696,SF3B2,PCYOX1L,CDC42,SYNM,GOT2,JAZF1,HADHB,SLC35C2,CNNM3,CARM1,SRPK2,WDR41,LARS,ZCCHC10,CCDC138,LRBA,TMEM216,SUMF2,KMT2C,OGFR,PRPSAP1,ASF1B,RPL37,MAN2A2,EIF4ENIF1,U2SURP,MIA2,ZNF268,VPS4A,ATP6V0E1,PPP1R2,XPNPEP3,LYAR,TRAFD1,SUGP2,GBA,EIF2A,SYVN1,DAPK3,ARHGAP15,MASTL,UAP1,NFIL3,FN3KRP,YWHAZ,CTSA,TMEM14A,TSEN15,ADNP2,TCF12,PRKAB1,MDH2,SMARCA4,ORC1,RRN3,UBXN2A,IARS,CD3EAP,KIF14,EXOSC1,CS,CLTB,DNAL4,POU2AF1,UBQLN4,NXT1,HPDL,SELPLG,SMU1,ATXN1,OGDH,BICD2,CADM1,EDEM2,HERPUD2,TOLLIP,FANCE,MBD3,PDHX,RPS9,ALKBH6,SURF4,DUS3L,ARNTL,ANP32E,FKBP5,TMEM101,CCDC125,ABCA1,PDCD2L,GCLM,RAE1,DCTN2,NUP54,CHIC2,PAWR,MXD4,DCUN1D4,PIP4K2A,XPR1,FERMT3,KIF5B,KLHL20,SEC24C,RRBP1,ARHGEF2,ANP32A,LDLRAD3,STAT3,MYO5A,NIPAL3,TXNL1,PHF20L1,DCAF6,FAM49B,TMEM39A,ATP2C1,COG1,RCOR1,PRMT2,TFEB,LEMD2,UPF1,ELMO1,ZC3H7B,DTX4,ZMIZ1,TERF1,HRAS,CCDC93,FGFR1OP,PIGQ,AGPAT1,CNTROB,PPP1R16B,GSDMB,PDS5B,NUP153,SENP1,PGAP2,TMEM115,PLEKHM3,BRMS1,PWWP2B,TRIM47,WDR11,AXIN1,SMG9,TRIM52,LONP2,NDUFV2,PHF23,CERK,SLC4A2,EZH1,ITGB5,LMNA,MCTS1,DDX56,EIF2S2,SLC38A5,FOXN2,CARS2,PRRC2A,RB1CC1,ZMYND11,PGS1,MYBL2,UHRF1BP1,MATR3,CYB5A,NCDN,SETD3,TEX30,CNOT6,NDE1,EGLN1,ZNF207,ANKRD27,PPP1R37,ABCA3,IVNS1ABP,MON1B,TMEM97,NIT2,NUF2,ZNF267,TCF19,TMEM161B,KTN1,APP,PRKD3,CLUAP1,ATP2A2,UTP18,GRSF1,ZCCHC2,ANAPC7,RNF19A,FAM76B,TMEM9,GCC1,RNF169,ADCY7,ENPP4,RNPS1,CDCA2,FKBP3,GPR137,DDX17,CHCHD3,PEX5,CDC16,HIPK2,MBOAT1,TICAM1,PDXK,ZBTB11,ANXA6,TMBIM4,GMCL1,UBE4A,IL21R,ETS1,ZNF92,PNO1,CAPN2,ADD3,SUV39H2,TTLL12,TPCN1,HNRNPM,LDHB,PPP3CA,NUDT8,POLK,JTB,EMP3,MTMR12,PDE3B,KIF18A,CCDC6,WNT5B,MAPK6,C4orf46,LY75,RGL1,PSAP,WDR76,IGBP1,FAF1,SNAPIN,COX15,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,CSNK2A1,EBNA1BP2,GIT2,BIRC2,ATPAF1,DLG5,ABL2,XRCC2,MCMBP,PTPRK,CDC37,METTL1,HARS,ESYT1,ANLN,RAB5B,RHEB,DPYSL3,TBC1D17,CDCA4,TONSL,ACTB,ZNF45,CTCF,DOCK11,CRLF3,ASXL2,LRRC14,NUS1,SLC27A4,MDFIC,MAML1,CYTH1,NQO2,UTP15,EIF2AK1,EIF4G2,MOSPD3,ITPRIPL1,CDC27,SNAP23,TBPL1,PRMT7,KCTD7,NDUFA5,CYLD,UGP2,COPE,ZADH2,GGPS1,RAD23A,PDK2,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,MTMR6,FRAT2,NFATC2,KDM1B,USP36,CCDC127,MRPL2,ATP1A1,CLK3,PSMD3,CEP55,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,CDC40,GOLIM4,SMAP1,RRP15,DAP,GNE,SMC6,ARFIP2,NKRF,CHAC2,BZW2,WRNIP1,TMA7,SS1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skin-hand-malignant_melanoma skin-hand-malignant_melanoma 0.996881436243557 -0.00312343660990127 170 14 0.0054116737533823 2587 17385 28986,4893,9320,5933,4763,9989,11311,6992,9107,3845,6428,7518,3265,23396 MAGEH1,NRAS,TRIP12,RBL1,NF1,PPP4R1,VPS45,PPP1R11,MTMR6,KRAS,SRSF3,XRCC4,HRAS,PIP5K1C thyroid thyroid 0.997100458769498 -0.0029037530436964 10137 1445 0.558562040974101 2587 17385 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hand hand 0.997792413246566 -0.0022100270651989 575 63 0.0243525318902203 2587 17385 6096,10723,9595,21,28986,9320,4763,84614,2138,116496,1063,53371,11311,56990,10308,4853,10227,23396,152789,667,2261,120,27154,5728,1808,9989,1185,11151,11319,5464,29886,51520,56893,83696,4893,7428,55269,133418,55253,10147,4605,6310,9107,3845,8087,3384,8661,90957,10492,5933,84193,113130,23335,116985,6992,57472,6428,54480,7518,3265,1029,8650,9841 RORB,SLC12A7,CYTIP,ABCA3,MAGEH1,TRIP12,NF1,ZBTB37,EYA1,FAM129A,CENPF,NUP54,VPS45,CDC42SE2,ZNF267,NOTCH2,MFSD10,PIP5K1C,JAKMIP1,DST,FGFR3,ADD3,BRPF3,PTEN,DPYSL2,PPP4R1,CLCN6,CORO1A,ECD,PPA1,SNX8,LARS,UBQLN4,TRAPPC9,NRAS,VHL,PSPC1,EMB,TYW1,SUGP2,MYBL2,ATXN1,MTMR6,KRAS,FXR1,ICAM2,EIF3A,DHX57,SYNCRIP,RBL1,SETD3,CDCA5,WDR7,ARAP1,PPP1R11,CNOT6,SRSF3,CHPF2,XRCC4,HRAS,CDKN2A,NUMB,ZBTB24 skin-face-carcinoma-squamous_cell_carcinoma skin-face-carcinoma-squamous_cell_carcinoma 0.997874826020716 -0.00212743536596629 2079 267 0.103208349439505 2587 17385 51696,7295,7249,89845,1659,22852,5707,10783,79572,23047,51257,23228,1786,8514,988,4893,23762,2551,208,79813,11169,26503,11083,8541,8661,91107,79026,55717,3984,3688,7388,10313,8086,55884,10808,9703,60592,7410,7204,84133,2145,4853,6242,65992,1317,9731,92745,25896,9989,1612,54872,8460,26986,221061,9295,221937,7916,9821,9489,9219,79837,23176,79169,9774,54887,8087,2002,23,159,5792,27153,2114,55198,80124,23523,7528,10611,57679,1029,21,1788,831,10096,288,8664,9778,9557,23038,29789,83440,10308,3895,334,147923,9110,57122,57117,81573,7267,9716,389677,23144,58490,8904,10589,8452,56262,3301,8697,56981,286053,148022,22954,22984,7804,1783,23143,8975,8502,91404,6929,79048,23396,65095,51280,10075,5728,11108,9138,26046,26019,1265,53373,23241,79183,10194,55734,84450,9238,9790,3784,153642,23499,8301,10897,9654,5597,23473,7027,1622,5371,10128,5660,168451,1642,54865,25829,4763,29855,114984,54890,3267,587,5621,10992,9231,667,91752,23225,92241,2120,26505,5796,157680,23020,81603,7428,9874,987,4041,58508,1809,56478,23219,1107,4796,55699,11273,8754,7596,25913,10723,55355,9777,1063,23389,10664,1327,139818,51735,55316,126432,81671,23759,155061,55728,84064,10147,84135,3845,388561,132884,2803,60412,6566,5476,166815,7874,4152,79585,1540,55870,196528,4191,56255,1105,2132,8078,7812,79595,7409,5164,25888,27154,27429,1856,147949,1209,51703,29107,143471,64320,84964,7818,476,2620,56288,127002,25875,8916,2261,9632,23595,4644,79657,55095,9894,6643,84759,55108,9927,8897,5976,9581,3265,3428,5866 HECA,TXN,TSC2,ABCC10,DHX8,ANKRD26,PSMD1,NEK6,ATP13A3,PDS5B,MARCH2,PLCL2,DNMT1,KCNAB2,CDC5L,NRAS,OSBP2,GABPA,AKT2,EHMT1,WDHD1,SLC17A5,DIDO1,PPFIA3,EIF3A,TRIM47,AHNAK,WDR11,LIMK1,ITGB1,UQCRH,RTN3,AAAS,WSB2,HSPH1,KIAA0100,SCOC,VAV2,TRIO,ZNRF3,EZH1,NOTCH2,RTKN,DDRGK1,SLC31A1,CEP104,SLC38A5,INTS7,PPP4R1,DAPK1,PIGG,TPST1,PABPC1,FAM171A1,SRSF11,FOXK1,PRRC2A,RB1CC1,PGS1,MTA2,PIP4K2C,SEPT8,C1orf35,BCLAF1,UHRF1BP1,FXR1,ELK1,ABCF1,ADSS,PTPRF,ZNF777,ETS2,APPL2,VCPIP1,CABIN1,YY1,PDLIM5,ALS2,CDKN2A,ABCA3,DNMT3A,CAST,ACTR3,ANK3,EIF3D,KIAA0232,CHD1L,WDTC1,OLA1,ADPGK,ZNF267,KTN1,APLP2,ZNF420,MTMR4,NUP107,INTS12,ANKRD13C,TTC3,AQR,RBM12B,ZC3H3,RPRD1B,CPNE1,DRAP1,CUL3,LRRC8A,DNAJA1,CDC23,PRDM11,NSMCE2,TICAM1,TRIM32,PDCD11,LRP8,DYNC1LI2,LRCH1,USP13,PKP4,SESTD1,TCF3,SECISBP2,PIP5K1C,KRI1,GOLM1,HUWE1,PTEN,PRDM4,ARHGEF1,LTN1,UPF2,CNN2,TPCN1,PACS2,TTPAL,TSHZ1,ZFP64,ZNF512,TBRG4,BMS1,KCNQ1,ARSK,MACF1,PICALM,YIF1A,TTLL4,MAPK6,CAPN7,TFDP1,DBI,PML,LRPPRC,PSAP,THAP5,DDB1,GPATCH4,TMEM184B,NF1,UBN1,FLYWCH2,ALKBH5,AGFG1,BCAT2,PRNP,SF3B2,DLG5,DST,ZNF804A,NUP210,RCSD1,ETV6,CNNM3,PTPRK,VPS13B,SNRNP200,TRIM8,VHL,TLK1,LRBA,LRP5,KMT2C,DPYSL3,EIF4ENIF1,FBXO28,CHD3,TONSL,IARS2,ATXN2L,ADAM9,ZNF45,POT1,SLC12A7,HJURP,TM9SF4,CENPF,MED13L,CTCF,COX4I1,DOCK11,RAPGEF6,RSAD1,RINL,VMP1,PPIL2,ZNF746,N4BP2,HDHD2,SUGP2,UTP15,KRAS,ZNF761,EVC2,GOLGA4,EXOC4,SLC16A1,CTSA,TIGD2,USP7,MBD1,CORO7,CYLD,ASH1L,ARID2,MDH2,TMX4,CHD1,EXT2,USP5,CSDE1,SAP130,VAV1,PDK2,ZNF473,BRPF3,HTRA2,DVL2,ZNF583,CLPTM1,ACSL5,NXT1,PSMA8,RNF25,ALKBH6,DAP3,ATP1A1,GAS2,PARD3,ATXN7L2,LETMD1,HERC3,FGFR3,SEC24C,ORC3,MYO5A,RPAP3,SAMD4B,TELO2,SNX2,PCGF1,BSDC1,MFN2,MTMR3,UPF1,PREPL,HRAS,IFI16,RAB3IL1 soft_tissue soft_tissue 0.998041355482003 -0.00196056517049736 5964 824 0.318515655199072 2587 17385 54520,51696,65986,118,7249,9682,89845,9091,3074,81669,26051,200539,29904,1031,9910,5887,51102,23047,1408,9972,11319,4249,57414,9736,284001,2067,4893,84545,83693,56992,11169,23559,57403,55974,25855,79026,8312,23417,11101,4086,54480,27250,8086,5214,124411,6749,59269,9703,79142,389,51622,1660,51715,6522,84133,440275,10081,83464,5073,79577,4000,65992,54606,401152,25896,3632,1954,9343,25793,50628,9961,10898,22870,51631,221937,79171,7916,9821,9489,9219,11253,4605,9100,55700,9139,4350,23154,57544,9124,2114,22902,10611,11222,57679,7756,84079,90933,9232,288,9557,23038,143187,22974,4627,9667,84798,54467,57189,151188,25909,25771,23616,51096,1854,79876,57122,1185,57506,1386,8545,1639,22875,29886,8904,79956,9448,51340,1871,79807,85461,4144,64599,54927,8881,23603,286053,28996,23335,152006,154141,1762,2521,10531,7804,8975,51397,136051,353274,309,51643,80829,83605,55102,9354,2113,88745,56902,5708,120,11235,3696,80218,79833,23170,8128,53373,4670,6709,5530,7083,7128,2987,2581,51426,23313,57380,3939,2014,54545,117177,7784,5140,8301,6117,27340,6573,643641,81930,9817,8030,51,9797,23473,10447,1622,5371,10128,4065,64782,23179,975,84875,7392,11124,54865,23505,1355,375790,29937,27044,9919,5621,1390,286826,200424,55120,9231,23225,221294,26173,55687,23446,7516,2120,55749,10057,157680,23429,4234,118460,26469,54468,57326,11176,10635,7430,990,4041,3594,672,55193,4953,10133,1731,195828,11270,8754,92714,60,9780,1855,1201,23272,55768,25913,79760,339230,163050,148304,348180,8216,11331,1063,6383,1327,8621,139818,6018,55316,57492,9684,64759,5925,92912,81671,8914,10999,29969,2733,9794,90678,11057,83696,65985,157922,3845,8491,23168,27102,10277,1982,25852,55544,9397,157567,166379,93323,6390,2803,5108,2590,996,79728,8773,84166,64374,4649,440279,56647,7874,84231,8802,196528,56949,11316,56889,56940,7675,6135,7812,5164,5687,4193,27154,54521,90141,9562,116447,90864,134359,10105,51780,55334,84057,1182,330,143471,7832,7879,651746,84948,9631,4773,221656,199953,51031,54431,51069,1198,22937,11329,115426,8648,3020,4048,54532,4089,56288,51530,127002,57508,55191,9150,51362,27333,81620,10020,285362,80010,28969,55681,8323,56897,5771,57519,1520,10283,54838,26039,64794,79019,84172,23595,818,55328,91746,56342,53,1465,23365,3029,89941,4758,7165,7726,51382,11196,57045,7030,56987,1869,2734,10868,84668,3516,7026,5223,26750,23511,10015,79717,4712,94107,29801,1831,79073,6890,10713,5361,7329,25864,3833,22852,8853,25926,84922,55010,10342,81929,6731,147807,8910,4288,114294,11218,899,84444,9203,4216,146909,10972,7174,4134,5778,55526,689,138639,7188,90850,51068,23586,10808,2130,1725,63922,22839,9493,4853,84908,4125,55015,5663,23042,55249,4849,80011,6184,55298,9731,431707,51320,83855,223082,471,622,4436,54872,23545,23194,113791,5833,64976,200576,84282,2771,54882,221061,10959,1936,8542,23515,9655,2222,5558,51604,133418,26003,8289,5339,8087,5605,10694,8175,4548,219988,355,55361,22872,2058,28231,27153,79573,27316,1633,51586,81610,23523,6949,2821,7528,9701,4217,1029,11165,1788,4287,5894,23451,5879,9778,162,9673,6389,7957,51293,51247,390916,1666,334,22992,9110,115,7267,9716,389677,23141,10576,55602,57130,4289,26502,8452,57691,23431,23085,27436,90957,55139,8427,128308,3716,54487,23015,84264,6400,201965,55871,22926,22984,7518,10721,5454,9612,338692,4204,4126,6929,7086,8315,10314,23753,10363,51439,7905,54497,5728,10598,2530,24147,5781,116541,26019,23241,10499,2956,64236,65094,55734,55690,9790,29882,3784,55227,23499,10897,2768,55654,6448,128061,4236,7027,53407,8570,4725,254065,9700,644815,705,50619,1642,142678,7325,221150,29933,261734,1314,10154,4839,25829,4763,29796,54890,7841,51427,23456,3267,22933,6621,7844,79943,80153,91752,667,63892,2806,221895,92241,10745,54776,55094,9524,4968,5926,10498,55255,10920,10522,55775,165055,4690,51056,7428,987,9194,51259,140890,58508,6659,1665,10036,25929,51668,55699,6794,1191,11200,163786,6231,823,10723,6209,4659,55596,9777,9159,29924,23389,4205,63929,2053,51593,84236,23165,1119,55646,596,22920,9735,9690,54764,9114,55728,23152,10147,83939,79001,1613,55843,9636,79640,132884,2778,7248,60412,57536,5306,146198,6625,30844,64776,57107,80097,6602,6938,27243,9637,10989,55870,10523,4191,221092,5395,6597,3661,64769,10605,23243,10849,4931,10270,5537,27429,9166,51132,56893,83989,5229,6404,6310,4967,23705,55741,553115,2178,8050,5445,56931,7289,11234,6778,949,80709,57154,80346,19,8535,57106,9320,10045,2138,57410,10926,4650,84340,10227,84888,3799,2261,27252,9632,53918,9555,9181,29117,90522,55761,143458,2091,79033,387882,6774,4644,55095,9837,7040,9894,55827,4678,51571,55254,92797,259266,5575,152579,117584,4221,55628,8189,6626,3106,5976,29028,9844,23264,1955,9406,6428,114785,80152,8985,83940,9581,3265,57688 CCDC93,HECA,ZBTB10,ADD1,TSC2,KDM4A,ABCC10,PIGQ,HEXB,CCNL2,PPP1R16B,ANKRD23,EEF2K,CDKN2C,RABGAP1L,RAD23B,MECR,PDS5B,CRY2,NUP153,ECD,MGAT5,RHBDD2,USP34,CCDC57,ERCC1,NRAS,MRPL43,HSDL1,KIF15,WDHD1,WBP1,RAB22A,SLC50A1,BRMS1,AHNAK,AXIN1,MLYCD,ATE1,SMAD1,CHPF2,PDCD4,AAAS,PFKP,ZNF720,SSRP1,HIVEP3,KIAA0100,PHF23,RHOC,CCZ1,DHX9,RAB23,SLC4A2,ZNRF3,EIF2AK4,PDCD7,APH1B,PARN,CDC73,LMNA,DDRGK1,DDX56,C4orf3,INTS7,INPP5A,MEGF8,EFTUD2,FBXO7,GEMIN4,MVP,CPSF4,PPP6R1,LUC7L2,FOXK1,RBM42,PRRC2A,RB1CC1,PGS1,MTA2,MAN1B1,MYBL2,USP10,MAP7D1,CBFA2T2,MPG,NCDN,TXNDC16,PDLIM1,ETS2,RUFY3,PDLIM5,MRPL3,ALS2,ZNF207,ANKRD27,TRIM41,PTTG1,ANK3,CHD1L,WDTC1,VTI1A,TPX2,MYH9,SAFB2,C19orf48,ANKIB1,KIAA1147,ARL6IP6,AHCTF1,TBC1D22A,SH3BP1,UTP18,DUT,UBA5,NUP107,CLCN6,MAVS,ATF2,CGGBP1,DCTN1,ENPP4,SNX8,CPNE1,ERMP1,MAP4K4,CRNKL1,E2F3,GSTCD,TANC1,MAT2A,GIGYF1,CHCHD3,CDC16,CORO1C,NSMCE2,HIPK2,WDR7,RNF38,MBOAT1,DMWD,FUS,PITRM1,LRP8,USP13,COMMD10,ZNF786,ZNF445,ANXA6,TMBIM4,ZFP91,CCM2,ATG2B,UBE4A,ETS1,RRP36,PNO1,PSMD2,ADD3,PDCD10,ITGB8,NAA50,GEMIN6,TTLL12,ST8SIA2,TPCN1,HNRNPM,SPTAN1,PPP3CA,TK1,TNFAIP3,GUK1,GALC,POLK,KIAA0930,MRS2,LDHA,EMP3,MTMR12,RAB3IP,ZP3,PDE3B,PICALM,RPA1,UTP20,SLC19A1,ZNF862,KIF18A,KEAP1,CCDC6,ACOX1,TATDN2,CAPN7,FAM3C,DBI,PML,LRPPRC,LY75,AEN,RGL1,CD81,PARP10,USF2,FAF1,GPATCH4,TMEM131,COX15,AGRN,NENF,SND1,SEC16A,PRNP,CREM,LIN9,TET3,FANCL,DLG5,NUP210,NT5DC1,INTS1,TRMU,SLC44A1,XRCC2,ETV6,CCAR1,ABCC5,VPS13B,RYBP,METTL1,EXOSC6,PTPN18,MIOS,PBXIP1,BAZ2A,RAD51AP1,EZR,CDC6,LRP5,IL12RB1,BRCA1,PBRM1,ODC1,OPTN,SEPT1,ZNF367,NRM,ADAM9,ARRDC1,ACTB,PIEZO1,DVL1,CLN3,FAM208A,NGLY1,POT1,GEMIN7,CCDC137,ZNF564,C1orf74,CTU2,LZTR1,PHB2,CENPF,SDC2,COX4I1,CDK13,DOCK11,RLF,RSAD1,ARID1B,LRRC14,TNS3,RB1,UBE2Q2,VMP1,TIMELESS,SLC27A4,MDFIC,GLE1,MAML1,LRSAM1,ABHD2,TRAPPC9,AACS,CAMSAP1,KRAS,MAP4K3,RTF1,EIF2AK1,UBE4B,EIF4G2,ARMC8,RBM38,NMT2,ANKRD46,BBS12,HAUS8,SDHB,GOLGA4,PCM1,GALNT2,CDC27,PALB2,SNAP23,NLRC5,SIL1,MYO9A,UNC13C,BCCIP,USP7,TRAF7,SUCLG1,ARID2,XAB2,COPE,TM9SF3,DUSP22,ZNF121,RPL11,CSDE1,PDK2,PSMA6,MDM2,BRPF3,WDR44,EFCAB11,MINPP1,TOP1MT,SPSB3,POC5,PPIF,KDM3B,SLC39A9,MND1,CLCN3,BIRC3,PSMA8,BTG2,RAB7A,ANKRD33B,TIGD5,NUP155,NFATC2,KDM1B,TMEM201,GLOD4,DNAJC10,MRPL2,CLK3,SCAP,STK38,UHRF2,NCOA1,H3F3A,LTA4H,USP53,SMAD4,PARD3,ZC3HC1,ATXN7L2,INTS2,NADSYN1,CTDP1,CDC40,GOLIM4,CDT1,GNE,SUMF1,RMI1,BZW2,SCYL2,FZD6,WRNIP1,PTPN2,STARD9,CTSS,CWC27,WBP1L,SS18L1,DDX31,CENPM,POLR1B,ORC3,CAMK2G,RNLS,YTHDC1,PPAN,ACP2,CSRP1,ARHGEF12,HAGH,RHOT2,NEU1,TPD52L2,TRIM26,ATP6V1D,SEC23IP,TWSG1,TFE3,BBX,E2F1,GLG1,USP20,FAM126A,RBPJ,NR2F2,PGAM1,RPS6KC1,NUP188,PDCD6IP,PPCS,NDUFB6,TMEM203,ZDHHC8,TSC22D3,TMEM109,TAP1,USP39,PLXNA1,UBE2I,ABHD14A,KIFC1,ANKRD26,ASAP2,NOL11,FIZ1,PARPBP,TFG,SEH1L,SRP72,ZNF524,SGCE,MKI67,LACTB,DDX20,CCNF,DOT1L,ZMYM3,MAP3K4,KIF18B,TMED10,TPP2,MAP4,PTPN7,DHTKD1,BTF3,PTPDC1,TRAF5,ZNF598,NMD3,DDX58,HSPH1,EWSR1,DHPS,CHTF18,DLGAP4,KIF23,NOTCH2,FAM136A,MAN2B1,PRPF39,PSEN1,PDXDC1,YY1AP1,CNOT3,FAM192A,RPN1,RNF121,CEP104,LHX8,MEX3C,KLF16,ZNRF2,ATIC,BDH1,MSH2,PIGG,ATP6V0A2,FBXL7,PIK3IP1,PCYT2,MRPL40,PIKFYVE,RNF135,GNAI2,ANKHD1,FAM171A1,TMED2,EEF1D,APOL1,MORC3,SOCS5,FDFT1,PRIM2,PIGT,EMB,GORASP2,ARID1A,PLEC,FXR1,MAP2K2,CCT8,SF3A2,MTR,PATL1,FAS,PI4K2A,SEC31A,EPRS,SLCO4A1,ZNF777,TTC13,RBMX,DCK,MED15,FAM83D,CABIN1,TCOF1,GPI,YY1,PPP6R2,MAP3K5,CDKN2A,NUDT3,DNMT3A,ATXN3,RAF1,SF3B1,RAC1,KIAA0232,AP1B1,SLC25A44,SDHA,EPM2A,CD320,PAIP2,NUDT19,DECR1,APLP2,KDM2A,MTMR4,ADCY9,TTC3,AQR,RBM12B,ANKLE2,CCT2,CDKN2AIP,ATP13A1,MKLN1,NARF,CUL3,KIAA1586,AP4E1,ERC1,EML4,DHX57,ANKZF1,ZNF282,MRPL55,JAK1,DGCR8,GOLGA8A,HAGHL,SEL1L,RWDD4,CBWD1,ATF6,PDCD11,XRCC4,POLQ,POU3F2,NCOR2,ANKRD13D,MECP2,MANBA,TCF3,TKT,BRAP,LANCL1,SDF2L1,HMG20A,FAM8A1,REEP5,HEATR5B,PTEN,AHSA1,FUT8,FJX1,PTPN11,MRPL54,UPF2,PACS2,NCOA2,MSH6,PDLIM2,JMJD4,ZFP64,PACS1,BMS1,ANAPC2,KCNQ1,LRRC1,MACF1,YIF1A,GNA12,TMEM127,SGSH,C1orf131,MFAP1,TFDP1,STX18,KHSRP,NDUFS5,BRWD3,ESPL1,FAM83G,BYSL,DEF6,DDB1,MIB2,UBE2E2,SKA3,GPR132,NPHP4,COPA,PLXNC1,NOP2,TMEM184B,NF1,UQCR10,ALKBH5,MOGS,ZNF107,ABCB10,AGFG1,SIRT2,SNAPC4,RNF103,ZNF696,EDC3,ZNF804A,DST,THADA,GOT2,JAZF1,RCSD1,PHTF1,PPP1R12C,GPATCH1,TECR,OGG1,ARID4A,CARM1,WDR41,COPS8,DEAF1,TDP1,CCDC138,NCK1,LAP3,VHL,LRBA,SLC16A7,TMEM216,SREK1,KMT2C,SOX4,DHX15,CHAF1A,GEMIN5,HSPB11,IARS2,STK11,CLU,CHEK2,SASS6,RPS26,CAPN1,SLC12A7,RPS15,PPP1R12A,ZCCHC8,TM9SF4,PCSK7,EPN1,MED13L,MEF2A,XPNPEP3,EPHX2,SRRT,RHBDD1,NUP205,CHKA,LYAR,BCL2,KIFAP3,KNTC1,UBE3C,ZRANB1,ATP6V0D1,N4BP2,CIC,SUGP2,EIF2A,VKORC1,DAPK3,ARHGAP15,ISG15,C22orf46,EVC2,GNAS,TSC1,EXOC4,KIAA1328,PITPNA,ZFP90,SNRNP70,EHD4,C11orf1,PDSS2,MZT2B,SMARCD1,TCF12,CHMP2A,FEZ2,IMMT,ASH1L,CHERP,MDH2,HNRNPUL2,PMS2,SMARCA4,IRF3,MEAF6,PAIP1,ANKRD28,CD3EAP,NVL,AKAP8,PPP6C,HTRA2,EBAG9,RLIM,UBQLN4,FAM172A,PGGT1B,SELPLG,ATXN1,OGDH,CADM1,EDEM2,PEF1,FANCE,PDHX,PON2,DUS3L,TULP3,HPS5,STAT6,SCARB1,AKNA,SMURF1,REEP4,ABCA1,CBX4,NAT14,TRIP12,SH2D3A,EYA1,SCYL1,DBF4,MYO9B,GFM2,MFSD10,SPPL2A,KIF5B,FGFR3,KLHL20,SEC24C,PELO,H2AFY,ARHGEF2,BRD7,YIF1B,TTC17,LDLRAD3,FBL,ERI3,C12orf75,STAT3,MYO5A,SAMD4B,GINS1,TGFB1,TELO2,DCAF6,NASP,FAM49B,TMEM39A,HELB,ASPM,PRKAR1B,SCFD2,RFFL,MEN1,ZNF407,SYMPK,SNRPA,HLA-B,UPF1,ATAD2,ELMO1,ZC3H7B,MEGF9,ZRANB2,SRSF3,MBD6,CENPT,PLOD3,TATDN1,PREPL,HRAS,ZSWIM6 face face 0.998047208905495 -0.00195470027692903 2182 281 0.108620023192888 2587 17385 51696,7295,7249,102,89845,1659,22852,5707,10783,79572,23047,51257,23228,1786,8514,988,4893,23762,2551,208,79813,11169,26503,11083,8541,8661,91107,79026,55717,3984,3688,7388,10313,8086,55884,114825,10808,9703,60592,7410,7204,84133,2145,4853,4000,6242,65992,1317,9731,92745,25896,9989,1612,54872,8460,26986,221061,9295,221937,7916,9821,9489,9219,79837,23176,79169,9774,54887,8087,2002,23,159,5792,5204,27153,2114,55198,80124,23523,7528,10611,57679,1029,21,1788,831,10096,288,8664,5879,9778,9557,23038,29789,83440,10308,3895,334,147923,9110,57122,57117,81573,7267,9716,389677,23144,58490,1639,8904,10589,8452,56262,3301,8697,23085,56981,286053,148022,22954,22984,7804,1783,23143,8975,8502,91404,6929,79048,3105,23396,65095,51280,10075,5728,11108,9138,5781,26046,26019,1265,53373,23241,79183,10194,55734,84450,9238,9790,3784,153642,23499,8301,10897,9654,5597,23473,7027,1622,5371,10128,5660,168451,1642,54865,25829,29855,4763,114984,54890,3267,587,10992,5621,9231,667,91752,23225,92241,2120,26505,5796,157680,23020,81603,7428,9874,987,4041,58508,1809,56478,23219,1107,4796,55699,11273,8754,6794,7596,25913,10723,55355,55596,9777,1063,23389,10664,1327,139818,51735,55316,5925,126432,81671,23759,155061,55728,84064,10147,84135,3845,388561,132884,2803,60412,6566,5476,166815,7874,4152,1540,79585,55870,196528,4191,56255,1105,2132,8078,7812,79595,7409,5164,25888,27154,27429,1856,147949,1209,51703,29107,143471,64320,9107,84964,7818,476,2620,56288,127002,25875,3799,8916,2261,9632,23595,4644,79657,55095,9894,6643,84759,55108,9927,8897,5976,9581,3265,3428,5866 HECA,TXN,TSC2,ADAM10,ABCC10,DHX8,ANKRD26,PSMD1,NEK6,ATP13A3,PDS5B,MARCH2,PLCL2,DNMT1,KCNAB2,CDC5L,NRAS,OSBP2,GABPA,AKT2,EHMT1,WDHD1,SLC17A5,DIDO1,PPFIA3,EIF3A,TRIM47,AHNAK,WDR11,LIMK1,ITGB1,UQCRH,RTN3,AAAS,WSB2,PWWP2A,HSPH1,KIAA0100,SCOC,VAV2,TRIO,ZNRF3,EZH1,NOTCH2,LMNA,RTKN,DDRGK1,SLC31A1,CEP104,SLC38A5,INTS7,PPP4R1,DAPK1,PIGG,TPST1,PABPC1,FAM171A1,SRSF11,FOXK1,PRRC2A,RB1CC1,PGS1,MTA2,PIP4K2C,SEPT8,C1orf35,BCLAF1,UHRF1BP1,FXR1,ELK1,ABCF1,ADSS,PTPRF,PFDN5,ZNF777,ETS2,APPL2,VCPIP1,CABIN1,YY1,PDLIM5,ALS2,CDKN2A,ABCA3,DNMT3A,CAST,ACTR3,ANK3,EIF3D,RAC1,KIAA0232,CHD1L,WDTC1,OLA1,ADPGK,ZNF267,KTN1,APLP2,ZNF420,MTMR4,NUP107,INTS12,ANKRD13C,TTC3,AQR,RBM12B,ZC3H3,RPRD1B,DCTN1,CPNE1,DRAP1,CUL3,LRRC8A,DNAJA1,CDC23,ERC1,PRDM11,NSMCE2,TICAM1,TRIM32,PDCD11,LRP8,DYNC1LI2,LRCH1,USP13,PKP4,SESTD1,TCF3,SECISBP2,HLA-A,PIP5K1C,KRI1,GOLM1,HUWE1,PTEN,PRDM4,ARHGEF1,PTPN11,LTN1,UPF2,CNN2,TPCN1,PACS2,TTPAL,TSHZ1,ZFP64,ZNF512,TBRG4,BMS1,KCNQ1,ARSK,MACF1,PICALM,YIF1A,TTLL4,MAPK6,CAPN7,TFDP1,DBI,PML,LRPPRC,PSAP,THAP5,DDB1,GPATCH4,TMEM184B,UBN1,NF1,FLYWCH2,ALKBH5,AGFG1,BCAT2,SF3B2,PRNP,DLG5,DST,ZNF804A,NUP210,RCSD1,ETV6,CNNM3,PTPRK,VPS13B,SNRNP200,TRIM8,VHL,TLK1,LRBA,LRP5,KMT2C,DPYSL3,EIF4ENIF1,FBXO28,CHD3,TONSL,IARS2,ATXN2L,ADAM9,STK11,ZNF45,POT1,SLC12A7,HJURP,ZCCHC8,TM9SF4,CENPF,MED13L,CTCF,COX4I1,DOCK11,RAPGEF6,RSAD1,RB1,RINL,VMP1,PPIL2,ZNF746,N4BP2,HDHD2,SUGP2,UTP15,KRAS,ZNF761,EVC2,GOLGA4,EXOC4,SLC16A1,CTSA,TIGD2,USP7,MBD1,CYLD,CORO7,ASH1L,ARID2,MDH2,TMX4,CHD1,EXT2,USP5,CSDE1,SAP130,VAV1,PDK2,ZNF473,BRPF3,HTRA2,DVL2,ZNF583,CLPTM1,ACSL5,NXT1,PSMA8,RNF25,MTMR6,ALKBH6,DAP3,ATP1A1,GAS2,PARD3,ATXN7L2,LETMD1,KIF5B,HERC3,FGFR3,SEC24C,ORC3,MYO5A,RPAP3,SAMD4B,TELO2,SNX2,PCGF1,BSDC1,MFN2,MTMR3,UPF1,PREPL,HRAS,IFI16,RAB3IL1 skin-ankle-malignant_melanoma-acral_lentiginous skin-ankle-malignant_melanoma-acral_lentiginous 0.998318733372674 -0.00168268154218419 332 32 0.012369540007731 2587 17385 25957,29801,29888,10211,9913,51076,9731,120,4710,339324,9716,55761,80895,26986,50809,55253,9631,8289,26503,55741,58508,25788,5704,55139,8312,6400,23179,158427,7392,254065,9700,56288 PNISR,ZDHHC8,STRN4,FLOT1,SUPT7L,CUTC,CEP104,ADD3,NDUFB4,ZNF260,AQR,TTC17,ILKAP,PABPC1,HP1BP3,TYW1,NUP155,ARID1A,SLC17A5,EDEM2,KMT2C,RAD54B,PSMC4,ANKZF1,AXIN1,SEL1L,RGL1,TSTD2,USF2,BRWD3,ESPL1,PARD3 skin-upper_back-malignant_melanoma skin-upper_back-malignant_melanoma 0.998352564661475 -0.00164879385236995 324 31 0.0119829918824894 2587 17385 4893,3035,9682,102,254428,57418,9744,6310,9107,4041,55102,26503,23344,23499,10036,6242,8897,2058,54431,9844,9825,9928,1939,56987,5778,55699,122060,26578,200576,5866,11325 NRAS,HARS,KDM4A,ADAM10,SLC41A1,WDR18,ACAP1,ATXN1,MTMR6,LRP5,ATG2B,SLC17A5,ESYT1,MACF1,CHAF1A,RTKN,MTMR3,EPRS,DNAJC10,ELMO1,SPATA2,KIF14,EIF2D,BBX,PTPN7,IARS2,SLAIN1,OSTF1,PIKFYVE,RAB3IL1,DDX42 oesophagus-carcinoma oesophagus-carcinoma 0.998597342993509 -0.00140364165068313 4367 590 0.22806339389254 2587 17385 54520,89845,51110,81669,10838,6147,1031,5707,8907,23047,1785,1408,9972,117246,9736,4893,79813,56992,3185,4170,54531,10592,8541,84296,79026,115509,3984,399687,8473,527,6041,4086,7627,83752,311,6749,4729,79142,7204,4000,2799,54606,51136,25896,4174,9783,1954,50628,9961,22870,9821,54505,55253,54881,54887,9139,9782,23154,3836,4190,54820,91603,22902,57231,80221,21,55809,10625,25886,23304,288,23038,22879,56910,4627,10308,9802,8027,147923,25909,23171,23144,79571,79031,254225,1639,22875,29886,84722,23741,9448,10921,535,3301,85461,64599,54927,6873,286053,28996,23335,152006,154141,2521,10531,27107,7804,8975,2584,11119,55102,23210,9354,11020,203427,2079,25932,283459,10075,381,9138,51512,26046,89910,23170,53373,6837,3613,6709,6867,51426,84450,23593,10212,27340,7733,81930,9817,5597,10447,5371,4065,168451,11124,54865,84919,116496,29907,9294,80230,329,55215,1390,55120,23225,5111,26173,5296,200081,1983,79892,64983,5796,157680,1952,54468,58486,222484,150468,8624,4041,23344,55840,55193,54443,1809,89122,9697,1731,10555,4796,9780,8216,55355,10664,203054,3337,5532,6018,57492,5925,116150,5832,4363,9267,83696,65985,50717,2181,8861,262,23168,27102,3845,84901,388561,10277,26060,51562,64418,79728,10492,84166,9519,54496,4649,9133,166815,7874,1540,7360,196528,2305,56949,11316,6513,26092,5093,54951,7675,55900,26015,9562,11171,10106,55334,163131,1371,23234,8667,79651,51031,57794,54431,3416,5933,90592,5709,55192,8648,1175,56288,51530,57508,9150,51362,10020,79677,2971,55922,56996,8323,56897,84705,8916,373156,10283,55328,79657,53942,387,9761,9044,7753,7156,50640,84759,782,11196,83541,55247,10868,124446,3614,5311,3516,34,7026,26750,10114,112483,3428,23511,84838,7798,5589,29801,253943,5361,6574,50804,22852,6434,51257,994,168850,988,6731,147807,8615,23762,55035,4288,51005,55572,84549,8661,4216,54502,146909,7174,51264,55526,409,22919,63922,7410,5562,9493,5827,4853,9913,55015,56339,55249,431707,51088,55144,622,4436,1612,23194,200576,84629,23515,9655,55274,55794,5558,51604,5393,5339,754,8087,55818,8175,5605,55361,847,2058,27153,27316,47,55198,80124,23523,9701,7528,1029,1788,9322,831,6195,23451,9816,9778,9673,162,6389,80308,50626,22992,9716,10535,7159,389677,60560,55602,220323,8452,26502,9088,23431,10155,27436,54487,6400,22926,57673,10721,5454,9612,8502,338692,4204,56894,6697,7905,55186,152789,55159,5728,55835,2530,9055,5781,8313,10116,124565,26019,9040,23241,10499,79836,2648,55863,3609,26268,55690,55227,55288,23499,2011,64744,4542,6448,9146,9654,4947,8570,1655,4725,29062,284403,254065,6878,9700,5763,29933,10154,4839,25829,1314,4763,7841,55585,51427,23456,10629,84196,29978,8678,9801,10992,78991,91752,23336,63892,9775,54680,55094,4715,10498,92609,10522,51520,23020,9194,58508,25929,51668,54014,9825,55293,23350,55699,9031,6794,10795,11200,55568,140831,158427,10723,4659,6138,23389,7072,4205,63929,5997,23039,51593,4775,203523,63925,51228,9735,50809,5438,23152,55074,6128,58517,80311,113130,60412,140838,23780,9841,5564,79585,55870,54737,4191,55093,7371,5395,5326,1120,23155,4998,388969,3376,10849,9928,10270,57147,27429,5450,56893,84842,5229,57486,7456,6310,163590,23299,23705,53615,53339,81611,949,2620,80709,57154,65980,9371,10045,2138,57410,5552,4650,9213,79072,2261,9632,9360,9555,90522,9776,55761,2091,83786,4644,6576,9352,55095,9894,259266,57708,27032,5575,57446,728642,29028,9373,9844,9406,3265 CCDC93,ABCC10,LACTB2,CCNL2,ZNF275,RPL23A,CDKN2C,PSMD1,AP1M1,PDS5B,DNM2,CRY2,NUP153,FTSJ3,USP34,NRAS,EHMT1,KIF15,HNRNPF,MCL1,MIER2,SMC2,PPFIA3,GINS4,AHNAK,ZNF689,LIMK1,MYO18A,OGT,ATP6V0C,RNASEL,SMAD1,ZNF75A,LONP2,ANXA11,SSRP1,NDUFV2,PHF23,TRIO,LMNA,GNS,DDX56,RNFT1,INTS7,MCM5,RIMS3,MEGF8,GEMIN4,MVP,PPP6R1,RB1CC1,DHX29,TYW1,TEX10,UHRF1BP1,CBFA2T2,MATR3,NCDN,KPNA1,MDH1,NDE1,ZNF830,RUFY3,SNX14,ACSF2,ABCA3,TRERF1,IVNS1ABP,POC1A,UBR2,ANK3,WDTC1,MON1B,STARD7,MYH9,ZNF267,DAZAP2,STAM,ZNF420,AHCTF1,GPD1L,ZC3H3,GCC1,PDCL3,RNF169,DCTN1,ENPP4,SNX8,PSRC1,EID1,MAP4K4,RNPS1,ATP6V0A1,DNAJA1,TANC1,GIGYF1,CHCHD3,TAF2,NSMCE2,HIPK2,WDR7,RNF38,MBOAT1,FUS,PITRM1,ZBTB11,LRP8,USP13,GALK1,BTN3A1,ATG2B,JMJD6,UBE4A,IFT27,SLC25A43,ERH,CLIC4,GATC,HUWE1,ARF5,ARHGEF1,GTSE1,LTN1,UBE3B,TTLL12,TPCN1,MED22,IMPA2,SPTAN1,TACC1,POLK,ZNF512,HEBP2,DDX39A,UTP20,ZNF180,KIF18A,KEAP1,MAPK6,FAM3C,PML,LY75,THAP5,FAF1,GPATCH4,PPP1R15B,FAM129A,SNX15,S1PR2,RUFY1,BIRC2,FANCI,CREM,FANCL,NUP210,PCNA,INTS1,PIK3R2,TXLNA,EIF5,MCMBP,MRPL32,PTPRK,VPS13B,CELSR2,MIOS,ZBED5,LNX2,CKAP2L,PSMG1,LRP5,ESYT1,EAF2,PBRM1,ANLN,DPYSL3,TRIM4,TRAM2,SEPT1,AGPAT2,TONSL,PIEZO1,LZTR1,HJURP,CTCF,ADCK5,DNAJB1,PPP3CB,RLF,ARID1B,RB1,NUS1,ALDH18A1,ABCC1,CYTH1,TRAPPC9,AACS,DCAF8,ACSL3,LDB1,AMD1,RTF1,EIF2AK1,KRAS,NFATC2IP,ZNF761,UBE4B,APPL1,MBIP,TMEM168,PALB2,SYNCRIP,NLRC5,TBPL1,PRMT7,MYO9A,CCNB2,TIGD2,USP7,CYLD,UGP2,ARID2,FOXM1,XAB2,COPE,SLC2A1,TOR1AIP1,PCBP1,COMMD8,ZNF121,ZNF302,RPAP1,MINPP1,STRAP,CTDSP2,SLC39A9,ZNF780B,CPOX,DNAJC9,EIF3H,RHBDF2,GLOD4,SUGP1,DNAJC10,IDE,RBL1,ZNF700,PSMD3,DNAJC17,NCOA1,AP2S1,PARD3,ZC3HC1,INTS2,CTDP1,CDC40,GNE,SMC6,GTF3A,NKRF,SLC12A9,FZD6,WRNIP1,GTPBP3,HERC3,GSTK1,CWC27,RNLS,RPAP3,CNTN5,RHOA,MLEC,BTAF1,ZNF202,TOP3A,PNPLA8,PCGF1,CACNB1,SEC23IP,FAM110A,NEIL3,USP20,TMEM219,IMPDH1,PKD2,RBPJ,ACADM,NR2F2,RPS6KC1,HIPK3,SAT2,IFI16,NUP188,ZNF496,LUZP1,PRKCSH,ZDHHC8,YTHDF3,PLXNA1,SLC20A1,MYEF2,ANKRD26,TRA2B,MARCH2,CDC25B,ZNF800,CDC5L,SRP72,ZNF524,USO1,OSBP2,NOL8,MKI67,AMDHD2,FOXRED1,MAK16,EIF3A,MAP3K4,RBM47,KIF18B,TPP2,MRPL27,DHTKD1,ARRB2,MAPRE1,CHTF18,VAV2,PRKAA1,KIF23,PXMP2,NOTCH2,SUPT7L,PRPF39,METTL3,YY1AP1,LHX8,KLHL5,LRRC8D,BDH1,MSH2,DAPK1,FBXL7,PIKFYVE,TNRC18,MORC3,SOCS5,PHF10,DDX28,PRIM2,PIGT,EXOSC9,PLEC,PTTG1IP,FXR1,KDM3A,SF3A2,MAP2K2,PI4K2A,CAT,EPRS,ZNF777,RBMX,ACLY,APPL2,VCPIP1,CABIN1,PPP6R2,YY1,CDKN2A,DNMT3A,TRIP10,CAST,RPS6KA1,SF3B1,URB2,KIAA0232,SLC25A44,AP1B1,SDHA,FLAD1,CYHR1,KDM2A,AQR,RNASEH2A,TP53BP2,RBM12B,NAA35,CDKN2AIP,OAF,CUL3,NARF,PKMYT1,AP4E1,TRIM28,EML4,DGCR8,SEL1L,ATF6,BEND3,POLQ,POU3F2,NCOR2,PKP4,ANKRD13D,MECP2,AGPAT3,SPR,REEP5,SLC25A36,JAKMIP1,RFWD3,PTEN,CENPJ,FUT8,PRC1,PTPN11,AXIN2,FEM1B,SLC38A10,UPF2,UBE2M,PACS2,NCOA2,LONRF3,KAT2A,TMEM126B,ILF3,FBXO9,PACS1,LRRC1,RHOT1,MACF1,MARK2,SMAP2,MYO1F,SGSH,HGS,TTLL4,OAZ2,KHSRP,DDX5,NDUFS5,WDR91,WDR62,BRWD3,TAF6,ESPL1,PTMS,GPR132,PLXNC1,NOP2,TMEM184B,COPA,NF1,MOGS,UBE2Q1,ZNF107,ABCB10,TAF6L,USP48,UBQLN2,BECN1,MRPL19,SF3B2,PCYOX1L,ZNF804A,SYNM,THADA,EIF4A3,ZNHIT6,GPATCH1,NDUFB9,CARM1,TIMM50,DEAF1,LARS,SNRNP200,SLC16A7,KMT2C,GEMIN5,HSPB11,BRWD1,SPATA2,UEVLD,U2SURP,IARS2,BAZ1B,STK11,ZNF268,CHEK2,GALNT10,ZSWIM3,TSTD2,SLC12A7,PPP1R12A,RPL15,MED13L,TIA1,MEF2A,XPNPEP3,RGS2,XPO7,SRRT,NFATC3,ZNF449,ZNF335,GLTP,KNTC1,HP1BP3,POLR2I,CIC,OXR1,RPL6,RBM25,KLHL15,CDCA5,EXOC4,NANP,APOL2,ZBTB24,PRKAB1,CORO7,ASH1L,MPHOSPH8,MDH2,WDYHV1,UCK2,PMS2,PLAGL2,CHKB,CLCC1,ORC1,C2orf68,IARS,CD3EAP,KIF14,AKAP8,SCYL3,HTRA2,POU2AF1,UBQLN4,HPDL,PGGT1B,NLN,WIPF1,ATXN1,TOR1AIP2,BICD2,CADM1,MBD3,BTBD1,ANP32E,SCARB1,GAS2,AKNA,SMURF1,BRD9,KIF3B,SH2D3A,EYA1,SCYL1,SRGN,MYO9B,XPR1,FASTKD3,FGFR3,SEC24C,PPIG,H2AFY,YIF1B,ATG13,TTC17,FBL,FRMD8,MYO5A,SLC25A1,TXNL1,SAMD4B,TELO2,ASPM,MIER1,ATP2C1,PRKAR1B,NDRG3,CDK11A,ATAD2,PLAA,ELMO1,ZRANB2,HRAS haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-mantle_cell_lymphoma haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-mantle_cell_lymphoma 0.998608406953628 -0.00139256221120149 481 50 0.0193274062620796 2587 17385 162979,10015,56255,10865,6597,4627,440275,2309,5305,55186,152789,78991,84888,5925,84081,5728,2120,5781,7267,51642,200576,23515,23141,83891,4893,330,7128,987,5393,3845,3784,23705,58508,94097,8667,355,3716,7289,28996,1874,92675,528,57154,10611,25913,3265,440279,29945,1029,57688 ZNF296,PDCD6IP,TMX4,ARID5A,SMARCA4,MYH9,EIF2AK4,FOXO3,PIP4K2A,SLC25A36,JAKMIP1,PCYOX1L,SPPL2A,RB1,NSRP1,PTEN,ETV6,PTPN11,TTC3,MRPL48,PIKFYVE,MORC3,ANKLE2,SNX25,NRAS,BIRC3,TNFAIP3,LRBA,EXOSC9,KRAS,KCNQ1,CADM1,KMT2C,SFXN5,EIF3H,FAS,JAK1,TULP3,HIPK2,E2F4,DTD1,ATP6V1C1,SMURF1,PDLIM5,POT1,HRAS,UNC13C,ANAPC4,CDKN2A,ZSWIM6 chondroblastoma chondroblastoma 0.998662780011586 -0.00133811486491631 553 59 0.022806339389254 2587 17385 8216,64761,4763,23512,288,7204,6383,8604,3661,10539,10914,57458,1912,91752,25909,3376,22992,81671,25896,221294,9910,23107,90141,23545,64794,143458,10559,168850,221937,5558,55254,57380,157506,5695,9631,257415,54887,4967,55227,54443,899,94097,55843,93323,3840,2590,128308,114882,4134,60412,55192,201965,57536,22926,114785,221336,3020,10313,51068 LZTR1,PARP12,NF1,SUZ12,ANK3,TRIO,SDC2,SLC25A12,IRF3,GLRX3,PAPOLA,TMCC3,PHC2,ZNF804A,AHCTF1,IARS,KDM2A,VMP1,INTS7,NT5DC1,RABGAP1L,MRPS27,EFCAB11,ATP6V0A2,DDX31,LDLRAD3,SLC35A1,ZNF800,FOXK1,PRIM2,TMEM39A,MRS2,RDH10,PSMB7,NUP155,FAM133B,UHRF1BP1,OGDH,LRRC1,ANLN,CCNF,SFXN5,ARHGAP15,HAUS8,KPNA4,GALNT2,MRPL55,OSBPL8,MAP4,EXOC4,DNAJC17,RWDD4,KIAA1328,ATF6,MBD6,BEND6,H3F3A,RTN3,NMD3 skin-head_neck-malignant_melanoma-superficial_spreading skin-head_neck-malignant_melanoma-superficial_spreading 0.998772905117821 -0.001227848379576 939 109 0.0421337456513336 2587 17385 6938,21,2305,60313,81559,11316,288,79038,6597,22933,891,26263,10992,7920,5886,91752,334,5687,5707,147923,25909,8853,23225,488,3376,9910,79876,55486,26097,1786,168850,5094,157680,5796,79159,8904,10522,51340,6310,56262,3301,672,221656,55741,23431,5698,79651,8661,4122,79026,56931,8312,126328,23335,11101,80709,19,2139,5214,10808,2130,91404,56172,7204,22839,23647,203054,2053,5715,51735,54497,57599,25932,9632,9181,89910,54764,8128,55728,8542,8508,6709,83696,254552,79836,9821,55254,10276,9219,55667,10061,10147,4242,55690,10277,23499,1528,23154,2058,3836,150771,9124,5426,5203,84456,9063,84166,116985,254065 TCF12,ABCA3,FOXM1,GPBP1L1,TRIM11,COPE,ANK3,ZFYVE21,SMARCA4,SIRT2,CCNB1,FBXO22,SF3B2,ABHD16A,RAD23A,ZNF804A,APLP2,PSMA6,PSMD1,ZNF420,AHCTF1,ASAP2,NUP210,ATP2A2,IARS,RABGAP1L,UBA5,PARL,CHTOP,DNMT1,ZNF800,PCBP2,VPS13B,PTPRK,NOL12,CPNE1,DEAF1,CRNKL1,ATXN1,LRRC8A,DNAJA1,BRCA1,KDM1B,EDEM2,AP4E1,PSMB9,RHBDF2,EIF3A,MAN2A2,AHNAK,DUS3L,AXIN1,NDUFA11,WDR7,ATE1,AKNA,ABCA1,EYA2,PFKP,HSPH1,EWSR1,SESTD1,ANKH,TRIO,DLGAP4,ARFIP2,ADCK5,EPHX2,PSMD9,RAPGEF6,HEATR5B,WDR48,CLIC4,SEC24C,ARHGEF2,UBE3B,ZRANB1,ST8SIA2,N4BP2,APOL1,NIPSNAP1,SPTAN1,TRAPPC9,NUDT8,LONRF3,RB1CC1,TMEM39A,NET1,MTA2,DENND4C,ABCF2,SUGP2,MFNG,PACS1,UBE4B,MACF1,CYB5A,NCDN,EPRS,KPNA1,ITPRIPL1,PDLIM1,POLE,PFDN4,L3MBTL3,PIAS2,NLRC5,ARAP1,BRWD3 haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-mast_cell_neoplasm haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-mast_cell_neoplasm 0.998803669424709 -0.0011970467499585 252 22 0.00850405875531504 2587 17385 91746,55191,1788,4893,79836,4289,23451,288,22974,3845,1452,55628,11198,51249,23225,8853,9126,23335,3265,5926,6733,10945 YTHDC1,NADSYN1,DNMT3A,NRAS,LONRF3,MKLN1,SF3B1,ANK3,TPX2,KRAS,CSNK1A1,ZNF407,SUPT16H,TMEM69,NUP210,ASAP2,SMC3,WDR7,HRAS,ARID4A,SRPK2,KDELR1 mast_cell_neoplasm mast_cell_neoplasm 0.998803669424709 -0.0011970467499585 252 22 0.00850405875531504 2587 17385 91746,55191,1788,4893,79836,4289,23451,288,22974,3845,1452,55628,11198,51249,23225,8853,9126,23335,3265,5926,6733,10945 YTHDC1,NADSYN1,DNMT3A,NRAS,LONRF3,MKLN1,SF3B1,ANK3,TPX2,KRAS,CSNK1A1,ZNF407,SUPT16H,TMEM69,NUP210,ASAP2,SMC3,WDR7,HRAS,ARID4A,SRPK2,KDELR1 upper_aerodigestive_tract-mouth-carcinoma-squamous_cell_carcinoma upper_aerodigestive_tract-mouth-carcinoma-squamous_cell_carcinoma 0.998809174903246 -0.00119153469235111 7133 992 0.38345574023966 2587 17385 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X15,UBTF,CXXC4,MAN2A2,GEMIN5,EIF4ENIF1,BRWD1,UEVLD,IARS2,ATXN2L,BAZ1B,STK11,GALNT10,VPS4A,CHEK2,ZSWIM3,SASS6,PSMC1,DCAF5,RPS15,TBC1D12,ZCCHC8,ZNF768,MED13L,THRAP3,XPO7,EPHX2,TTF1,SRRT,QSOX2,RHBDD1,PRPF18,NUP205,DTL,NFATC3,ZNF335,GLTP,YBX1,KNTC1,UBE3C,SLC12A2,CSNK1G3,TRAFD1,CIC,SUGP2,OXR1,RPL6,GBA,PSMA1,EIF2A,THNSL1,SYVN1,VKORC1,EVC2,MASTL,GNAS,TSC1,NAP1L1,UAP1,CDCA5,ODF2,EXOC4,KIAA1328,ZFP90,CTSA,TOB1,MZT2B,N4BP2L2,SMARCD1,ADNP2,MBD1,MMACHC,ASH1L,IMMT,GNPNAT1,MPHOSPH8,CHERP,HNRNPUL2,PMS2,UCK2,SMARCA4,PLAGL2,UCK1,ORC1,EXT2,CHD1,MEAF6,USP5,SAP130,HNRNPA2B1,UBXN2A,FARSA,IARS,PARL,CYB5R1,SCYL3,ABI1,HTRA2,RLIM,UBQLN4,FAM172A,ZNF500,RNF25,METTL2A,NLN,ATXN1,GLO1,OGDH,CADM1,BICD2,EDEM2,NDUFB1,PEF1,MBD3,BTBD1,RAD54B,DAP3,HNRNPR,HPS5,ARNTL,CANT1,SCARB1,CCDC125,USP11,AKNA,SMURF1,MAPK1,ABCA1,PPP2R2D,TSPAN5,PDCD2L,CBX4,TRIP12,EYA1,SHPRH,DCTN2,SRGN,MYO9B,PIP4K2A,MFSD10,XPR1,FBXO5,SPPL2A,FERMT3,FGFR3,GART,CTNNBL1,KLHL20,SEC24C,PPIG,RRBP1,ARHGEF2,BRD7,CLDND1,LDLRAD3,ERI3,STAT3,MYO5A,MICAL3,SAMD4B,TXNL1,TGFB1,GTF3C6,PHF20L1,DCAF6,FAM49B,TMEM39A,HELB,ASPM,PRKAR1B,SCFD2,RCOR1,COG1,PRMT2,MEN1,TARS,MTMR3,HLA-B,UPF1,ATAD2,PLAA,ELMO1,ZC3H7B,DTX4,KBTBD7,MBD6,PLOD3,TATDN1,HRAS skin-chest-malignant_melanoma skin-chest-malignant_melanoma 0.998893769902527 -0.00110684242160949 114 7 0.00270583687669115 2587 17385 8897,9107,3845,26503,4893,3265,1029 MTMR3,MTMR6,KRAS,SLC17A5,NRAS,HRAS,CDKN2A stomach-carcinoma-diffuse_adenocarcinoma stomach-carcinoma-diffuse_adenocarcinoma 0.999081306937494 -0.000919115319614126 4468 602 0.232701971395439 2587 17385 51552,65986,7249,1659,81669,26051,200539,1031,8774,9910,6429,79572,23047,139596,9972,55379,30834,117246,5094,9736,578,284001,4893,56992,11169,11083,8541,4087,55717,81572,8312,399687,7627,5214,59269,4729,9703,51116,7204,29888,1660,64781,7155,54930,6522,84133,2145,9276,2799,54606,2086,9126,4174,1954,25793,9343,26986,5464,79587,3475,55109,7916,9821,54505,11253,23560,4350,3836,57544,2114,57472,26100,10611,80221,7756,21,55809,23304,9557,23038,4627,54662,9667,153396,8895,351,7920,23059,55147,26233,25909,6672,10691,54877,57122,81573,57506,23171,23144,1639,113,22875,9448,51203,2287,4144,64599,56834,10521,3796,29927,79823,23335,10531,27107,23143,80829,10211,55102,84836,56902,140809,65095,10075,9138,339324,80218,308,26046,89910,4676,4670,11313,6709,7128,57380,55173,54545,7784,81930,9817,5426,9797,10447,10128,64782,23179,5660,79968,84875,7392,23505,1355,375790,9984,29937,9919,10914,23225,5111,26173,26155,1983,4603,55749,11140,157680,23429,1952,10801,11176,7430,990,4041,57050,55193,54443,79735,23219,4796,1107,9780,1855,55768,55190,348180,8216,1063,6383,8621,139818,55252,55316,51735,92912,23648,8914,9794,5832,4363,10113,4835,262,8491,3845,84901,1982,51304,3663,166379,51562,5108,2590,996,84166,4649,440279,7874,9092,7360,196528,54148,56255,8270,9453,6135,7409,54521,51400,26015,11151,81928,9562,116447,10768,3998,83891,84057,80219,1371,23401,9631,4773,9129,221079,79651,8449,5933,1174,4089,56288,51530,51362,60682,54495,55922,375,1452,7037,56897,5771,4723,10283,215,10728,6048,53942,387,79366,9044,23365,50640,7165,9342,56987,1869,84668,26750,2653,23511,3015,283464,30827,10947,8454,50804,255520,22852,8853,25926,8801,51257,994,1786,168850,8910,8615,7071,11218,51809,899,84549,9203,5557,54502,146909,1939,51068,5479,5965,4594,9744,128387,2683,4853,4125,23042,6242,4724,431707,4436,8460,1503,54872,113791,79888,54882,94120,5558,7637,64763,4242,5393,154,8289,5339,5315,8087,55818,8175,4548,10694,84295,7520,5204,23640,79573,4905,27316,47,23523,6949,4217,9701,1029,1788,4287,9322,23512,23451,9816,51247,54386,334,5899,115,1027,6888,51755,60560,23141,10576,4289,8872,8452,57691,83451,90957,11198,55139,3716,1650,10607,6294,6400,6772,201965,54758,22954,1783,23300,8745,10721,9612,4204,4126,55732,6929,29086,79048,10314,641,2309,54497,10459,152789,5728,55835,24147,8313,64708,10651,2956,10051,64236,79836,55667,57418,158,29882,55690,23499,4542,11335,55654,9146,53407,439,29062,284403,254065,9700,79711,644815,50619,1642,57488,142678,23649,93183,261734,7325,1314,29855,4763,3267,22933,81631,10992,667,91752,63892,2806,10239,54680,64422,3032,55094,6102,26505,5926,9830,10920,51520,23020,165055,4690,123811,7428,987,397,58508,5635,54623,25929,9825,11273,55699,79777,9031,6794,10795,1191,28998,23232,23556,5504,4659,9777,23389,7072,9159,135293,23039,23165,1119,27034,54764,9690,6558,81552,5438,10906,23152,6128,2629,83939,84447,79896,989,1613,55843,132884,7248,6675,79672,57536,5476,30844,64776,116461,22850,9841,10989,55870,64841,10523,4191,5395,6597,23155,4998,11344,1105,64769,23243,9928,10270,55486,6185,139322,2149,10006,51703,6404,339175,6310,163590,23705,84811,6203,5445,6836,11234,6778,79726,81611,2289,2620,80709,8237,84306,19,9320,257218,2138,10926,11311,4650,23142,84340,4121,83706,79072,2261,2618,9632,8125,55761,79033,143458,6774,9352,55095,55827,51571,55269,117584,9382,23186,4221,55628,728642,9844,114882,23264,80152,6428,114785,9581,528,3265 RAB14,ZBTB10,TSC2,DHX8,CCNL2,PPP1R16B,ANKRD23,CDKN2C,NAPG,RABGAP1L,SRSF4,ATP13A3,PDS5B,UPRT,NUP153,LRRC59,ZNRD1,FTSJ3,PCBP2,USP34,BAK1,CCDC57,NRAS,KIF15,WDHD1,DIDO1,PPFIA3,SMAD2,WDR11,PDRG1,AXIN1,MYO18A,ZNF75A,PFKP,HIVEP3,NDUFV2,KIAA0100,MRPS2,TRIO,STRN4,DHX9,CERK,TOP2B,HAUS4,SLC4A2,ZNRF3,EZH1,COPB2,GNS,DDX56,ERV3-1,SMC3,MCM5,MEGF8,FBXO7,EFTUD2,PABPC1,PPA1,CARS2,IFRD1,AGGF1,PRRC2A,RB1CC1,DHX29,MAN1B1,GTPBP4,MPG,KPNA1,TXNDC16,ETS2,CNOT6,WIPI2,PDLIM5,ACSF2,ZNF207,ABCA3,TRERF1,UBR2,CHD1L,WDTC1,MYH9,TBC1D13,SAFB2,TMEM161B,CPNE3,APP,ABHD16A,CLUAP1,RBM23,FBXL6,AHCTF1,SP100,GMEB1,ZCCHC2,NUP107,ANKRD13C,MAVS,GPD1L,ZC3H3,DCTN1,ADCY7,ENPP4,MAP4K4,NUSAP1,FKBP3,MAT2A,GIGYF1,GPR137,DDX17,KIF2A,SEC61A1,CAMKMT,WDR7,PITRM1,ZBTB11,LRCH1,ZFP91,FLOT1,ATG2B,ABHD14B,PNO1,SRXN1,KRI1,HUWE1,ARHGEF1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,HNRNPM,LYPLA2,SPTAN1,TNFAIP3,MRS2,MRPS10,MTMR12,ZP3,KIF18A,KEAP1,POLE,TATDN2,FAM3C,LRPPRC,AEN,RGL1,PSAP,WDR76,PARP10,USF2,TMEM131,COX15,AGRN,THOC1,NENF,SEC16A,PAPOLA,NUP210,PCNA,INTS1,NOC2L,EIF5,MYBL1,CCAR1,CDC37,VPS13B,RYBP,CELSR2,SEPT9,BAZ2A,EZR,CDC6,LRP5,UTP3,PBRM1,ANLN,TBC1D17,FBXO28,TONSL,CHD3,PIEZO1,DVL1,NGLY1,NUDT11,CTU2,LZTR1,CENPF,SDC2,CDK13,DOCK11,ASXL2,RSAD1,RAPGEF6,UBE2Q2,SSBP3,TIMELESS,MAML1,ALDH18A1,ABCC1,PREB,NQO2,AMD1,MAP4K3,KRAS,NFATC2IP,EIF4G2,ZDHHC3,IRF5,BBS12,MBIP,PCM1,GALNT2,CDC27,NLRC5,MYO9A,UNC13C,USP7,SART1,UGP2,ARID2,MRPL39,TMX4,LAGE3,GGPS1,RPL11,VAV1,WDR44,PPME1,RPAP1,CORO1A,CABLES2,MINPP1,TOP1MT,AHCYL1,LMAN1,SNX25,MND1,COQ10B,CPOX,FRAT2,NUP155,NFATC2,PRPF3,ARL5B,RHBDF2,DHX16,RBL1,AP1S1,SMAD4,PARD3,ZC3HC1,CDC40,SMAP1,TMX3,NKRF,ARF1,CSNK1A1,TFRC,WRNIP1,PTPN2,NDUFV1,CWC27,ABCD1,PTGES3,RNF5,CNTN5,RHOA,HMGN5,BTAF1,ARHGEF12,PNPLA8,TPD52L2,SNAP29,BBX,E2F1,FAM126A,RPS6KC1,GCSH,NUP188,H2AFZ,GXYLT1,CXXC1,AP3M2,CUL1,MYEF2,ELMOD2,ANKRD26,ASAP2,NOL11,SUCLG2,MARCH2,CDC25B,DNMT1,ZNF800,SGCE,USO1,KLF10,DDX20,GALNT7,CCNF,MAK16,ZMYM3,PRIM1,RBM47,KIF18B,EIF2D,NMD3,PPIB,RECQL,MUT,ACAP1,TATDN3,B4GALT1,NOTCH2,MAN2B1,PDXDC1,RTKN,NDUFS4,LHX8,MSH2,TPST1,CTPS1,PIGG,PIK3IP1,LPCAT1,ANKHD1,SYTL3,PRIM2,ZNF84,ZNF574,MFNG,EXOSC9,ADRB2,ARID1A,PLEC,PKM,FXR1,KDM3A,SF3A2,MTR,CCT8,PHF6,XRCC5,PFDN5,HSPBP1,TTC13,NSF,RBMX,ACLY,CABIN1,TCOF1,MAP3K5,PPP6R2,CDKN2A,DNMT3A,ATXN3,TRIP10,SUZ12,SF3B1,URB2,PAIP2,TERF2IP,APLP2,RALB,ADCY9,CDKN1B,TALDO1,CDK12,NAA35,ANKLE2,CCT2,MKLN1,CDC123,CUL3,KIAA1586,ABHD11,DHX57,SUPT16H,ANKZF1,JAK1,DDOST,TBL3,SAFB,SEL1L,STAT1,RWDD4,KLHDC4,TRIM32,DYNC1LI2,ATMIN,ADAM23,POLQ,NCOR2,MECP2,MANBA,C1orf112,TCF3,BABAM1,SECISBP2,LANCL1,BLM,FOXO3,HEATR5B,MAD2L2,JAKMIP1,PTEN,CENPJ,FJX1,AXIN2,COPS7B,MTX2,MSH6,SMC4,PDLIM2,LONRF3,DENND4C,WDR18,ADSL,ANAPC2,PACS1,MACF1,MYO1F,CBX3,TMEM127,HGS,STX18,ASNA1,WDR91,WDR62,BRWD3,ESPL1,IPO4,FAM83G,DEF6,DDB1,ESYT2,MIB2,POLA2,PIGM,NPHP4,UBE2E2,COPA,UBN1,NF1,AGFG1,SIRT2,MAP1LC3B,SF3B2,DST,ZNF804A,THADA,GOT2,AP3S2,ZNHIT6,ATG3,HADHB,GPATCH1,RP2,CNNM3,ARID4A,TRIM14,COPS8,LARS,SNRNP200,CCDC138,NCK1,FOPNL,VHL,LRBA,ARHGDIB,KMT2C,PRPSAP1,PAF1,GEMIN5,SPATA2,ATXN2L,IARS2,ACBD4,BAZ1B,STK11,ZNF268,CLU,MRPL13,TBC1D12,PIGN,PPP1R2,PPP1R12A,TM9SF4,MED13L,TIA1,PCSK7,PM20D2,XPO7,NUP205,CHKA,ACAD8,ZRANB1,UBE3C,SLC12A2,VOPP1,POLR2I,TRAFD1,CIC,RPL6,GBA,EIF2A,SYVN1,THNSL1,SEPT7,DAPK3,ARHGAP15,EVC2,TSC1,UAP1,FN3KRP,KIAA1328,CTSA,EHD4,C11orf1,TSEN15,ADNP2,ZBTB24,IMMT,ASH1L,GNPNAT1,CHERP,MDH2,PMS2,SMARCA4,CLCC1,ORC1,TWF2,CHD1,MEAF6,ANKRD28,KIF14,AKAP8,PARL,RPN2,APOOL,F2R,ABI1,ACSL5,SELPLG,METTL2A,ATXN1,TOR1AIP2,CADM1,BUD13,RPS9,PON2,SURF4,HPS5,STAT6,WDR59,ANP32E,FKBP5,GAS2,AKNA,USP11,PDCD2L,ABCA1,TRIP12,SHPRH,EYA1,DBF4,VPS45,MYO9B,DCUN1D4,GFM2,MAN1A1,FERMT3,FASTKD3,FGFR3,GART,SEC24C,ANP32A,TTC17,ERI3,LDLRAD3,STAT3,TXNL1,SAMD4B,DCAF6,FAM49B,PSPC1,RFFL,COG1,RCOR1,MEN1,ZNF407,CDK11A,ELMO1,OSBPL8,ZC3H7B,CENPT,SRSF3,MBD6,PREPL,ATP6V1C1,HRAS diffuse_adenocarcinoma diffuse_adenocarcinoma 0.999081306937494 -0.000919115319614126 4468 602 0.232701971395439 2587 17385 51552,65986,7249,1659,81669,26051,200539,1031,8774,9910,6429,79572,23047,139596,9972,55379,30834,117246,5094,9736,578,284001,4893,56992,11169,11083,8541,4087,55717,81572,8312,399687,7627,5214,59269,4729,9703,51116,7204,29888,1660,64781,7155,54930,6522,84133,2145,9276,2799,54606,2086,9126,4174,1954,25793,9343,26986,5464,79587,3475,55109,7916,9821,54505,11253,23560,4350,3836,57544,2114,57472,26100,10611,80221,7756,21,55809,23304,9557,23038,4627,54662,9667,153396,8895,351,7920,23059,55147,26233,25909,6672,10691,54877,57122,81573,57506,23171,23144,1639,113,22875,9448,51203,2287,4144,64599,56834,10521,3796,29927,79823,23335,10531,27107,23143,80829,10211,55102,84836,56902,140809,65095,10075,9138,339324,80218,308,26046,89910,4676,4670,11313,6709,7128,57380,55173,54545,7784,81930,9817,5426,9797,10447,10128,64782,23179,5660,79968,84875,7392,23505,1355,375790,9984,29937,9919,10914,23225,5111,26173,26155,1983,4603,55749,11140,157680,23429,1952,10801,11176,7430,990,4041,57050,55193,54443,79735,23219,4796,1107,9780,1855,55768,55190,348180,8216,1063,6383,8621,139818,55252,55316,51735,92912,23648,8914,9794,5832,4363,10113,4835,262,8491,3845,84901,1982,51304,3663,166379,51562,5108,2590,996,84166,4649,440279,7874,9092,7360,196528,54148,56255,8270,9453,6135,7409,54521,51400,26015,11151,81928,9562,116447,10768,3998,83891,84057,80219,1371,23401,9631,4773,9129,221079,79651,8449,5933,1174,4089,56288,51530,51362,60682,54495,55922,375,1452,7037,56897,5771,4723,10283,215,10728,6048,53942,387,79366,9044,23365,50640,7165,9342,56987,1869,84668,26750,2653,23511,3015,283464,30827,10947,8454,50804,255520,22852,8853,25926,8801,51257,994,1786,168850,8910,8615,7071,11218,51809,899,84549,9203,5557,54502,146909,1939,51068,5479,5965,4594,9744,128387,2683,4853,4125,23042,6242,4724,431707,4436,8460,1503,54872,113791,79888,54882,94120,5558,7637,64763,4242,5393,154,8289,5339,5315,8087,55818,8175,4548,10694,84295,7520,5204,23640,79573,4905,27316,47,23523,6949,4217,9701,1029,1788,4287,9322,23512,23451,9816,51247,54386,334,5899,115,1027,6888,51755,60560,23141,10576,4289,8872,8452,57691,83451,90957,11198,55139,3716,1650,10607,6294,6400,6772,201965,54758,22954,1783,23300,8745,10721,9612,4204,4126,55732,6929,29086,79048,10314,641,2309,54497,10459,152789,5728,55835,24147,8313,64708,10651,2956,10051,64236,79836,55667,57418,158,29882,55690,23499,4542,11335,55654,9146,53407,439,29062,284403,254065,9700,79711,644815,50619,1642,57488,142678,23649,93183,261734,7325,1314,29855,4763,3267,22933,81631,10992,667,91752,63892,2806,10239,54680,64422,3032,55094,6102,26505,5926,9830,10920,51520,23020,165055,4690,123811,7428,987,397,58508,5635,54623,25929,9825,11273,55699,79777,9031,6794,10795,1191,28998,23232,23556,5504,4659,9777,23389,7072,9159,135293,23039,23165,1119,27034,54764,9690,6558,81552,5438,10906,23152,6128,2629,83939,84447,79896,989,1613,55843,132884,7248,6675,79672,57536,5476,30844,64776,116461,22850,9841,10989,55870,64841,10523,4191,5395,6597,23155,4998,11344,1105,64769,23243,9928,10270,55486,6185,139322,2149,10006,51703,6404,339175,6310,163590,23705,84811,6203,5445,6836,11234,6778,79726,81611,2289,2620,80709,8237,84306,19,9320,257218,2138,10926,11311,4650,23142,84340,4121,83706,79072,2261,2618,9632,8125,55761,79033,143458,6774,9352,55095,55827,51571,55269,117584,9382,23186,4221,55628,728642,9844,114882,23264,80152,6428,114785,9581,528,3265 RAB14,ZBTB10,TSC2,DHX8,CCNL2,PPP1R16B,ANKRD23,CDKN2C,NAPG,RABGAP1L,SRSF4,ATP13A3,PDS5B,UPRT,NUP153,LRRC59,ZNRD1,FTSJ3,PCBP2,USP34,BAK1,CCDC57,NRAS,KIF15,WDHD1,DIDO1,PPFIA3,SMAD2,WDR11,PDRG1,AXIN1,MYO18A,ZNF75A,PFKP,HIVEP3,NDUFV2,KIAA0100,MRPS2,TRIO,STRN4,DHX9,CERK,TOP2B,HAUS4,SLC4A2,ZNRF3,EZH1,COPB2,GNS,DDX56,ERV3-1,SMC3,MCM5,MEGF8,FBXO7,EFTUD2,PABPC1,PPA1,CARS2,IFRD1,AGGF1,PRRC2A,RB1CC1,DHX29,MAN1B1,GTPBP4,MPG,KPNA1,TXNDC16,ETS2,CNOT6,WIPI2,PDLIM5,ACSF2,ZNF207,ABCA3,TRERF1,UBR2,CHD1L,WDTC1,MYH9,TBC1D13,SAFB2,TMEM161B,CPNE3,APP,ABHD16A,CLUAP1,RBM23,FBXL6,AHCTF1,SP100,GMEB1,ZCCHC2,NUP107,ANKRD13C,MAVS,GPD1L,ZC3H3,DCTN1,ADCY7,ENPP4,MAP4K4,NUSAP1,FKBP3,MAT2A,GIGYF1,GPR137,DDX17,KIF2A,SEC61A1,CAMKMT,WDR7,PITRM1,ZBTB11,LRCH1,ZFP91,FLOT1,ATG2B,ABHD14B,PNO1,SRXN1,KRI1,HUWE1,ARHGEF1,ZNF260,NAA50,ANXA5,LTN1,UBE3B,NAP1L4,HNRNPM,LYPLA2,SPTAN1,TNFAIP3,MRS2,MRPS10,MTMR12,ZP3,KIF18A,KEAP1,POLE,TATDN2,FAM3C,LRPPRC,AEN,RGL1,PSAP,WDR76,PARP10,USF2,TMEM131,COX15,AGRN,THOC1,NENF,SEC16A,PAPOLA,NUP210,PCNA,INTS1,NOC2L,EIF5,MYBL1,CCAR1,CDC37,VPS13B,RYBP,CELSR2,SEPT9,BAZ2A,EZR,CDC6,LRP5,UTP3,PBRM1,ANLN,TBC1D17,FBXO28,TONSL,CHD3,PIEZO1,DVL1,NGLY1,NUDT11,CTU2,LZTR1,CENPF,SDC2,CDK13,DOCK11,ASXL2,RSAD1,RAPGEF6,UBE2Q2,SSBP3,TIMELESS,MAML1,ALDH18A1,ABCC1,PREB,NQO2,AMD1,MAP4K3,KRAS,NFATC2IP,EIF4G2,ZDHHC3,IRF5,BBS12,MBIP,PCM1,GALNT2,CDC27,NLRC5,MYO9A,UNC13C,USP7,SART1,UGP2,ARID2,MRPL39,TMX4,LAGE3,GGPS1,RPL11,VAV1,WDR44,PPME1,RPAP1,CORO1A,CABLES2,MINPP1,TOP1MT,AHCYL1,LMAN1,SNX25,MND1,COQ10B,CPOX,FRAT2,NUP155,NFATC2,PRPF3,ARL5B,RHBDF2,DHX16,RBL1,AP1S1,SMAD4,PARD3,ZC3HC1,CDC40,SMAP1,TMX3,NKRF,ARF1,CSNK1A1,TFRC,WRNIP1,PTPN2,NDUFV1,CWC27,ABCD1,PTGES3,RNF5,CNTN5,RHOA,HMGN5,BTAF1,ARHGEF12,PNPLA8,TPD52L2,SNAP29,BBX,E2F1,FAM126A,RPS6KC1,GCSH,NUP188,H2AFZ,GXYLT1,CXXC1,AP3M2,CUL1,MYEF2,ELMOD2,ANKRD26,ASAP2,NOL11,SUCLG2,MARCH2,CDC25B,DNMT1,ZNF800,SGCE,USO1,KLF10,DDX20,GALNT7,CCNF,MAK16,ZMYM3,PRIM1,RBM47,KIF18B,EIF2D,NMD3,PPIB,RECQL,MUT,ACAP1,TATDN3,B4GALT1,NOTCH2,MAN2B1,PDXDC1,RTKN,NDUFS4,LHX8,MSH2,TPST1,CTPS1,PIGG,PIK3IP1,LPCAT1,ANKHD1,SYTL3,PRIM2,ZNF84,ZNF574,MFNG,EXOSC9,ADRB2,ARID1A,PLEC,PKM,FXR1,KDM3A,SF3A2,MTR,CCT8,PHF6,XRCC5,PFDN5,HSPBP1,TTC13,NSF,RBMX,ACLY,CABIN1,TCOF1,MAP3K5,PPP6R2,CDKN2A,DNMT3A,ATXN3,TRIP10,SUZ12,SF3B1,URB2,PAIP2,TERF2IP,APLP2,RALB,ADCY9,CDKN1B,TALDO1,CDK12,NAA35,ANKLE2,CCT2,MKLN1,CDC123,CUL3,KIAA1586,ABHD11,DHX57,SUPT16H,ANKZF1,JAK1,DDOST,TBL3,SAFB,SEL1L,STAT1,RWDD4,KLHDC4,TRIM32,DYNC1LI2,ATMIN,ADAM23,POLQ,NCOR2,MECP2,MANBA,C1orf112,TCF3,BABAM1,SECISBP2,LANCL1,BLM,FOXO3,HEATR5B,MAD2L2,JAKMIP1,PTEN,CENPJ,FJX1,AXIN2,COPS7B,MTX2,MSH6,SMC4,PDLIM2,LONRF3,DENND4C,WDR18,ADSL,ANAPC2,PACS1,MACF1,MYO1F,CBX3,TMEM127,HGS,STX18,ASNA1,WDR91,WDR62,BRWD3,ESPL1,IPO4,FAM83G,DEF6,DDB1,ESYT2,MIB2,POLA2,PIGM,NPHP4,UBE2E2,COPA,UBN1,NF1,AGFG1,SIRT2,MAP1LC3B,SF3B2,DST,ZNF804A,THADA,GOT2,AP3S2,ZNHIT6,ATG3,HADHB,GPATCH1,RP2,CNNM3,ARID4A,TRIM14,COPS8,LARS,SNRNP200,CCDC138,NCK1,FOPNL,VHL,LRBA,ARHGDIB,KMT2C,PRPSAP1,PAF1,GEMIN5,SPATA2,ATXN2L,IARS2,ACBD4,BAZ1B,STK11,ZNF268,CLU,MRPL13,TBC1D12,PIGN,PPP1R2,PPP1R12A,TM9SF4,MED13L,TIA1,PCSK7,PM20D2,XPO7,NUP205,CHKA,ACAD8,ZRANB1,UBE3C,SLC12A2,VOPP1,POLR2I,TRAFD1,CIC,RPL6,GBA,EIF2A,SYVN1,THNSL1,SEPT7,DAPK3,ARHGAP15,EVC2,TSC1,UAP1,FN3KRP,KIAA1328,CTSA,EHD4,C11orf1,TSEN15,ADNP2,ZBTB24,IMMT,ASH1L,GNPNAT1,CHERP,MDH2,PMS2,SMARCA4,CLCC1,ORC1,TWF2,CHD1,MEAF6,ANKRD28,KIF14,AKAP8,PARL,RPN2,APOOL,F2R,ABI1,ACSL5,SELPLG,METTL2A,ATXN1,TOR1AIP2,CADM1,BUD13,RPS9,PON2,SURF4,HPS5,STAT6,WDR59,ANP32E,FKBP5,GAS2,AKNA,USP11,PDCD2L,ABCA1,TRIP12,SHPRH,EYA1,DBF4,VPS45,MYO9B,DCUN1D4,GFM2,MAN1A1,FERMT3,FASTKD3,FGFR3,GART,SEC24C,ANP32A,TTC17,ERI3,LDLRAD3,STAT3,TXNL1,SAMD4B,DCAF6,FAM49B,PSPC1,RFFL,COG1,RCOR1,MEN1,ZNF407,CDK11A,ELMO1,OSBPL8,ZC3H7B,CENPT,SRSF3,MBD6,PREPL,ATP6V1C1,HRAS ankle ankle 0.999156686227139 -0.000843669561962904 400 39 0.0150753768844221 2587 17385 25957,102,29801,29888,10211,9913,51076,9731,120,4710,339324,9716,55761,80895,26986,50809,4893,55253,9107,3845,9631,8289,26503,55741,58508,25788,5704,8897,55139,8312,6400,23179,254065,158427,7392,9700,3265,56288,1029 PNISR,ADAM10,ZDHHC8,STRN4,FLOT1,SUPT7L,CUTC,CEP104,ADD3,NDUFB4,ZNF260,AQR,TTC17,ILKAP,PABPC1,HP1BP3,NRAS,TYW1,MTMR6,KRAS,NUP155,ARID1A,SLC17A5,EDEM2,KMT2C,RAD54B,PSMC4,MTMR3,ANKZF1,AXIN1,SEL1L,RGL1,BRWD3,TSTD2,USF2,ESPL1,HRAS,PARD3,CDKN2A bone-humerus-other-chondroblastoma bone-humerus-other-chondroblastoma 0.999211545371254 -0.000788765622577671 309 28 0.0108233475067646 2587 17385 64761,5558,55254,157506,6383,257415,4967,3661,10539,94097,55843,93323,3840,2590,128308,81671,221294,114882,9910,60412,23107,22926,114785,143458,221336,3020,10313,10559 PARP12,PRIM2,TMEM39A,RDH10,SDC2,FAM133B,OGDH,IRF3,GLRX3,SFXN5,ARHGAP15,HAUS8,KPNA4,GALNT2,MRPL55,VMP1,NT5DC1,OSBPL8,RABGAP1L,EXOC4,MRPS27,ATF6,MBD6,LDLRAD3,BEND6,H3F3A,RTN3,SLC35A1 embryonal embryonal 0.999299927123516 -0.000700318041929174 2716 351 0.135678391959799 2587 17385 54520,51696,23511,10015,118,7249,89845,9091,3074,6890,7329,200539,1031,3833,84922,5887,51102,9972,11319,9736,284001,2067,4893,83693,84545,4288,11218,899,55974,4134,23417,689,90850,27250,8086,124411,6749,23586,2130,79142,63922,389,51622,22839,1660,51715,9493,6522,84133,84908,440275,4853,83464,5073,23042,79577,4000,80011,6184,223082,25896,3632,1954,9343,25793,23545,5833,84282,22870,51631,8542,23515,9655,9821,9489,4605,55700,5339,8289,4350,5605,10694,4548,8175,55361,27153,79573,2114,9124,27316,1633,81610,4217,11222,57679,11165,1029,90933,4287,23451,5894,288,23038,4627,84798,54467,57189,51293,7957,334,1666,25909,22992,51096,1185,7267,57506,9716,1639,23141,8904,79956,4289,64599,8427,23603,28996,23015,6400,22926,1762,22984,10531,9612,51643,4204,80829,7086,55102,9354,10314,2113,10363,54497,88745,56902,5728,10598,24147,5781,116541,79833,26019,2956,4670,6709,64236,65094,55734,7128,51426,23313,3939,2014,54545,55227,23499,10897,27340,6573,81930,9817,9797,4236,53407,5371,10128,8570,4065,84875,50619,705,142678,1355,261734,221150,375790,25829,1314,4763,7841,23456,3267,9919,6621,1390,5621,55120,9231,91752,23225,221294,63892,55687,2120,54776,9524,4968,10498,23429,157680,10057,4234,54468,51056,11176,7430,990,4041,3594,672,58508,25929,8754,9780,23272,55768,6231,79760,339230,163050,10723,6209,8216,11331,6383,29924,9159,1327,4205,139818,6018,2053,51593,57492,5925,92912,81671,9690,23152,157922,23168,3845,79001,25852,55544,9636,132884,2778,6390,7248,2803,5108,79728,996,8773,84166,146198,4649,440279,56647,10989,196528,10523,56949,221092,5395,6597,7675,10605,7812,27154,10849,9562,116447,27429,55334,51780,56893,330,7879,651746,6310,4773,55741,553115,51031,5445,22937,11234,11329,115426,8648,80709,57154,80346,19,54532,8535,127002,57508,9320,2138,57410,81620,285362,80010,28969,10227,56897,2261,29117,84172,79033,23595,818,4644,91746,9894,55827,53,1465,55254,259266,152579,117584,8189,4758,3106,7165,9844,1869,10868,1955,84668,9406,3516,80152,7026,8985,3265 CCDC93,HECA,NUP188,PDCD6IP,ADD1,TSC2,ABCC10,PIGQ,HEXB,TAP1,UBE2I,ANKRD23,CDKN2C,KIFC1,FIZ1,RAD23B,MECR,NUP153,ECD,USP34,CCDC57,ERCC1,NRAS,HSDL1,MRPL43,MKI67,DDX20,CCNF,SLC50A1,MAP4,MLYCD,BTF3,ZNF598,PDCD4,AAAS,ZNF720,SSRP1,DDX58,EWSR1,PHF23,CHTF18,RHOC,CCZ1,DLGAP4,DHX9,RAB23,KIF23,SLC4A2,ZNRF3,FAM136A,EIF2AK4,NOTCH2,APH1B,PARN,PDXDC1,CDC73,LMNA,FAM192A,RPN1,ZNRF2,INTS7,INPP5A,MEGF8,EFTUD2,FBXO7,ATP6V0A2,PCYT2,RNF135,PPP6R1,LUC7L2,APOL1,MORC3,SOCS5,RB1CC1,PGS1,MYBL2,MAP7D1,PLEC,ARID1A,MPG,MAP2K2,CCT8,MTR,SF3A2,PI4K2A,ZNF777,TTC13,ETS2,PDLIM1,RBMX,DCK,FAM83D,MAP3K5,MRPL3,ALS2,NUDT3,CDKN2A,TRIM41,ATXN3,SF3B1,RAF1,ANK3,WDTC1,MYH9,C19orf48,ANKIB1,KIAA1147,CD320,EPM2A,APLP2,DECR1,AHCTF1,KDM2A,UTP18,CLCN6,TTC3,MAVS,AQR,DCTN1,ANKLE2,CPNE1,ERMP1,MKLN1,GIGYF1,ZNF282,CORO1C,HIPK2,GOLGA8A,SEL1L,ATF6,DMWD,PDCD11,PITRM1,NCOR2,TMBIM4,MECP2,ZFP91,TKT,ATG2B,UBE4A,LANCL1,ETS1,HMG20A,HEATR5B,RRP36,PNO1,PTEN,AHSA1,FJX1,PTPN11,MRPL54,GEMIN6,UPF2,MSH6,HNRNPM,SPTAN1,PDLIM2,JMJD4,ZFP64,TNFAIP3,POLK,KIAA0930,LDHA,EMP3,MTMR12,LRRC1,MACF1,YIF1A,UTP20,SLC19A1,KIF18A,KEAP1,TATDN2,MFAP1,STX18,PML,LRPPRC,KHSRP,LY75,PARP10,DEF6,BYSL,MIB2,COX15,NPHP4,SKA3,AGRN,TMEM184B,COPA,NF1,MOGS,ABCB10,AGFG1,SEC16A,SNAPC4,CREM,PRNP,FANCL,DLG5,ZNF804A,NUP210,NT5DC1,THADA,TRMU,ETV6,PPP1R12C,TECR,OGG1,CARM1,RYBP,VPS13B,ABCC5,METTL1,MIOS,LAP3,BAZ2A,EZR,CDC6,LRP5,IL12RB1,BRCA1,KMT2C,GEMIN5,ADAM9,PIEZO1,FAM208A,NGLY1,RPS26,GEMIN7,CCDC137,ZNF564,SLC12A7,RPS15,LZTR1,PHB2,SDC2,EPN1,PCSK7,COX4I1,MEF2A,DOCK11,RLF,EPHX2,SRRT,ARID1B,RB1,UBE2Q2,VMP1,UBE3C,CIC,CAMSAP1,RTF1,KRAS,VKORC1,ARMC8,RBM38,ISG15,EVC2,GNAS,SDHB,TSC1,GOLGA4,PCM1,PALB2,CDC27,SNAP23,NLRC5,ZFP90,MYO9A,UNC13C,BCCIP,IMMT,ARID2,CHERP,XAB2,HNRNPUL2,PMS2,SMARCA4,ZNF121,PAIP1,CSDE1,BRPF3,CD3EAP,MINPP1,TOP1MT,HTRA2,SLC39A9,KDM3B,UBQLN4,BIRC3,RAB7A,ANKRD33B,ATXN1,NFATC2,EDEM2,PEF1,GLOD4,PON2,SCAP,HPS5,STK38,UHRF2,NCOA1,AKNA,SMURF1,REEP4,ABCA1,USP53,CBX4,ATXN7L2,INTS2,TRIP12,EYA1,SCYL1,CDT1,SUMF1,RMI1,BZW2,MFSD10,WRNIP1,FGFR3,BRD7,POLR1B,ERI3,ORC3,CAMK2G,MYO5A,YTHDC1,TELO2,DCAF6,ACP2,CSRP1,TMEM39A,ASPM,SCFD2,RFFL,SYMPK,NEU1,HLA-B,TPD52L2,ELMO1,E2F1,USP20,MEGF9,FAM126A,ZRANB2,RBPJ,CENPT,NR2F2,PLOD3,HRAS soft_tissue-striated_muscle-rhabdomyosarcoma-embryonal soft_tissue-striated_muscle-rhabdomyosarcoma-embryonal 0.999299927123516 -0.000700318041929174 2716 351 0.135678391959799 2587 17385 54520,51696,23511,10015,118,7249,89845,9091,3074,6890,7329,200539,1031,3833,84922,5887,51102,9972,11319,9736,284001,2067,4893,83693,84545,4288,11218,899,55974,4134,23417,689,90850,27250,8086,124411,6749,23586,2130,79142,63922,389,51622,22839,1660,51715,9493,6522,84133,84908,440275,4853,83464,5073,23042,79577,4000,80011,6184,223082,25896,3632,1954,9343,25793,23545,5833,84282,22870,51631,8542,23515,9655,9821,9489,4605,55700,5339,8289,4350,5605,10694,4548,8175,55361,27153,79573,2114,9124,27316,1633,81610,4217,11222,57679,11165,1029,90933,4287,23451,5894,288,23038,4627,84798,54467,57189,51293,7957,334,1666,25909,22992,51096,1185,7267,57506,9716,1639,23141,8904,79956,4289,64599,8427,23603,28996,23015,6400,22926,1762,22984,10531,9612,51643,4204,80829,7086,55102,9354,10314,2113,10363,54497,88745,56902,5728,10598,24147,5781,116541,79833,26019,2956,4670,6709,64236,65094,55734,7128,51426,23313,3939,2014,54545,55227,23499,10897,27340,6573,81930,9817,9797,4236,53407,5371,10128,8570,4065,84875,50619,705,142678,1355,261734,221150,375790,25829,1314,4763,7841,23456,3267,9919,6621,1390,5621,55120,9231,91752,23225,221294,63892,55687,2120,54776,9524,4968,10498,23429,157680,10057,4234,54468,51056,11176,7430,990,4041,3594,672,58508,25929,8754,9780,23272,55768,6231,79760,339230,163050,10723,6209,8216,11331,6383,29924,9159,1327,4205,139818,6018,2053,51593,57492,5925,92912,81671,9690,23152,157922,23168,3845,79001,25852,55544,9636,132884,2778,6390,7248,2803,5108,79728,996,8773,84166,146198,4649,440279,56647,10989,196528,10523,56949,221092,5395,6597,7675,10605,7812,27154,10849,9562,116447,27429,55334,51780,56893,330,7879,651746,6310,4773,55741,553115,51031,5445,22937,11234,11329,115426,8648,80709,57154,80346,19,54532,8535,127002,57508,9320,2138,57410,81620,285362,80010,28969,10227,56897,2261,29117,84172,79033,23595,818,4644,91746,9894,55827,53,1465,55254,259266,152579,117584,8189,4758,3106,7165,9844,1869,10868,1955,84668,9406,3516,80152,7026,8985,3265 CCDC93,HECA,NUP188,PDCD6IP,ADD1,TSC2,ABCC10,PIGQ,HEXB,TAP1,UBE2I,ANKRD23,CDKN2C,KIFC1,FIZ1,RAD23B,MECR,NUP153,ECD,USP34,CCDC57,ERCC1,NRAS,HSDL1,MRPL43,MKI67,DDX20,CCNF,SLC50A1,MAP4,MLYCD,BTF3,ZNF598,PDCD4,AAAS,ZNF720,SSRP1,DDX58,EWSR1,PHF23,CHTF18,RHOC,CCZ1,DLGAP4,DHX9,RAB23,KIF23,SLC4A2,ZNRF3,FAM136A,EIF2AK4,NOTCH2,APH1B,PARN,PDXDC1,CDC73,LMNA,FAM192A,RPN1,ZNRF2,INTS7,INPP5A,MEGF8,EFTUD2,FBXO7,ATP6V0A2,PCYT2,RNF135,PPP6R1,LUC7L2,APOL1,MORC3,SOCS5,RB1CC1,PGS1,MYBL2,MAP7D1,PLEC,ARID1A,MPG,MAP2K2,CCT8,MTR,SF3A2,PI4K2A,ZNF777,TTC13,ETS2,PDLIM1,RBMX,DCK,FAM83D,MAP3K5,MRPL3,ALS2,NUDT3,CDKN2A,TRIM41,ATXN3,SF3B1,RAF1,ANK3,WDTC1,MYH9,C19orf48,ANKIB1,KIAA1147,CD320,EPM2A,APLP2,DECR1,AHCTF1,KDM2A,UTP18,CLCN6,TTC3,MAVS,AQR,DCTN1,ANKLE2,CPNE1,ERMP1,MKLN1,GIGYF1,ZNF282,CORO1C,HIPK2,GOLGA8A,SEL1L,ATF6,DMWD,PDCD11,PITRM1,NCOR2,TMBIM4,MECP2,ZFP91,TKT,ATG2B,UBE4A,LANCL1,ETS1,HMG20A,HEATR5B,RRP36,PNO1,PTEN,AHSA1,FJX1,PTPN11,MRPL54,GEMIN6,UPF2,MSH6,HNRNPM,SPTAN1,PDLIM2,JMJD4,ZFP64,TNFAIP3,POLK,KIAA0930,LDHA,EMP3,MTMR12,LRRC1,MACF1,YIF1A,UTP20,SLC19A1,KIF18A,KEAP1,TATDN2,MFAP1,STX18,PML,LRPPRC,KHSRP,LY75,PARP10,DEF6,BYSL,MIB2,COX15,NPHP4,SKA3,AGRN,TMEM184B,COPA,NF1,MOGS,ABCB10,AGFG1,SEC16A,SNAPC4,CREM,PRNP,FANCL,DLG5,ZNF804A,NUP210,NT5DC1,THADA,TRMU,ETV6,PPP1R12C,TECR,OGG1,CARM1,RYBP,VPS13B,ABCC5,METTL1,MIOS,LAP3,BAZ2A,EZR,CDC6,LRP5,IL12RB1,BRCA1,KMT2C,GEMIN5,ADAM9,PIEZO1,FAM208A,NGLY1,RPS26,GEMIN7,CCDC137,ZNF564,SLC12A7,RPS15,LZTR1,PHB2,SDC2,EPN1,PCSK7,COX4I1,MEF2A,DOCK11,RLF,EPHX2,SRRT,ARID1B,RB1,UBE2Q2,VMP1,UBE3C,CIC,CAMSAP1,RTF1,KRAS,VKORC1,ARMC8,RBM38,ISG15,EVC2,GNAS,SDHB,TSC1,GOLGA4,PCM1,PALB2,CDC27,SNAP23,NLRC5,ZFP90,MYO9A,UNC13C,BCCIP,IMMT,ARID2,CHERP,XAB2,HNRNPUL2,PMS2,SMARCA4,ZNF121,PAIP1,CSDE1,BRPF3,CD3EAP,MINPP1,TOP1MT,HTRA2,SLC39A9,KDM3B,UBQLN4,BIRC3,RAB7A,ANKRD33B,ATXN1,NFATC2,EDEM2,PEF1,GLOD4,PON2,SCAP,HPS5,STK38,UHRF2,NCOA1,AKNA,SMURF1,REEP4,ABCA1,USP53,CBX4,ATXN7L2,INTS2,TRIP12,EYA1,SCYL1,CDT1,SUMF1,RMI1,BZW2,MFSD10,WRNIP1,FGFR3,BRD7,POLR1B,ERI3,ORC3,CAMK2G,MYO5A,YTHDC1,TELO2,DCAF6,ACP2,CSRP1,TMEM39A,ASPM,SCFD2,RFFL,SYMPK,NEU1,HLA-B,TPD52L2,ELMO1,E2F1,USP20,MEGF9,FAM126A,ZRANB2,RBPJ,CENPT,NR2F2,PLOD3,HRAS central_nervous_system-brainstem-glioma-astrocytoma_Grade_IV central_nervous_system-brainstem-glioma-astrocytoma_Grade_IV 0.999476199922129 -0.000523937309055058 2583 331 0.127947429454967 2587 17385 102,5361,51110,26051,25864,10838,1031,22852,8853,9910,5867,79572,139596,1408,4249,168850,117246,22836,4893,208,79813,389072,51809,9212,8661,9203,30968,4216,79026,56852,10785,3688,1870,84275,11325,23586,10808,51759,7410,7204,7155,6522,84133,4853,55858,23042,56339,57599,137682,4436,284695,26578,23194,50628,84282,9961,26986,221061,1936,79587,221937,5558,9821,5315,94097,9782,4548,1528,7520,5792,28231,27153,27316,1633,129450,51586,55198,1054,23523,55627,6949,7528,10611,1029,56829,9595,55809,288,8664,653519,90355,29789,143187,54662,9667,351,85021,1666,25909,25771,9110,5899,54877,23107,1185,81573,80254,1386,23144,58490,57130,79956,4289,9448,1871,26610,23431,23085,90957,55751,54927,8881,286053,79823,23335,27068,6400,154141,57673,22984,1783,23143,8745,8975,55593,4719,10067,309,55732,11119,8315,11020,10363,54497,10682,2962,79660,26273,3696,4710,2530,5781,64708,10499,2956,5530,255758,55863,140609,9238,2014,3784,7784,60558,64744,9467,5426,53407,23179,284403,254065,51699,23505,57488,5412,261734,57128,4763,65264,27044,7844,91752,63892,84662,221895,1808,2120,23446,54776,9524,5796,157680,4690,987,9194,222484,4041,25870,3594,8575,11054,5635,6009,10036,10195,25929,1107,23350,55568,823,339230,10723,64761,1063,29127,8621,5532,2053,7270,84236,1119,64759,23759,829,22920,9735,9690,81552,11057,83696,7264,51072,84135,8491,388561,26060,55843,7248,2803,2590,5108,58517,10492,996,60412,6566,30844,6938,7874,27243,196528,91942,56255,4998,3661,56940,4067,2132,23243,7409,3181,54521,10270,55486,11171,147949,51132,51703,1209,51780,84057,330,83989,651746,57486,4773,9631,4967,23705,23299,55741,64224,8050,54431,5933,11234,81611,128866,2620,3020,54532,8535,56288,127002,9150,55907,27333,2138,23647,9324,285362,8323,5771,10283,9632,84912,8125,79033,2091,4644,91746,9894,4678,51300,259266,5575,23186,9382,23365,3275,55628,84303,3106,57045,9844,57178,9581,528,8985,26750,3428 ADAM10,PLXNA1,LACTB2,PPP1R16B,ABHD14A,ZNF275,CDKN2C,ANKRD26,ASAP2,RABGAP1L,RAB4A,ATP13A3,UPRT,CRY2,MGAT5,ZNF800,FTSJ3,RHOBTB3,NRAS,AKT2,EHMT1,PLEKHM3,GALNT7,AURKB,EIF3A,ZMYM3,STOML2,MAP3K4,AHNAK,RAD18,WDR4,ITGB1,E2F2,SLC25A33,DDX42,DDX58,HSPH1,C9orf78,VAV2,TRIO,TOP2B,SLC4A2,ZNRF3,NOTCH2,TMEM165,PDXDC1,METTL3,WDR48,NDUFAF6,MSH2,ZNF326,OSTF1,FBXL7,GEMIN4,RNF135,MVP,PABPC1,FAM171A1,EEF1D,CARS2,FOXK1,PRIM2,RB1CC1,PKM,SFXN5,MATR3,MTR,CYB5A,XRCC5,PTPRF,SLCO4A1,ZNF777,RBMX,DCK,TYW5,MED15,APPL2,CEBPG,CABIN1,SMPD4,TCOF1,YY1,PDLIM5,CDKN2A,ZC3HAV1,CYTIP,TRERF1,ANK3,EIF3D,GPR89A,C5orf30,OLA1,VTI1A,TBC1D13,SAFB2,APP,REPS1,DECR1,AHCTF1,TBC1D22A,MTMR4,RALB,ZCCHC2,MRPS27,CLCN6,ANKRD13C,CEP63,ATF2,ZC3H3,RPRD1B,ATP13A1,ERMP1,MKLN1,MAP4K4,E2F3,ELP4,AP4E1,ERC1,DHX57,TMEM184C,CHCHD3,CDC16,NSMCE2,CAMKMT,WDR7,PPA2,SEL1L,MBOAT1,BEND3,PDCD11,DYNC1LI2,LRCH1,ADAM23,USP13,OTUD5,NDUFS1,SCAMP3,ANXA6,C1orf112,BTN3A1,BRAP,IFT27,HMG20A,HEATR5B,EBP,GTF2F1,PPP1R3B,FBXO3,ITGB8,NDUFB4,FUT8,PTPN11,COPS7B,NCOA2,MSH6,PPP3CA,TCTEX1D2,TMEM126B,NEK7,TBRG4,EMP3,KCNQ1,ZP3,GUF1,SMAP2,SH3BP5,POLE,STX18,RGL1,WDR62,BRWD3,VPS29,TMEM131,ESYT2,UBL3,NPHP4,LYRM4,NF1,UBE2Z,SND1,RNF103,ZNF804A,THADA,GLIS2,JAZF1,DPYSL2,ETV6,SLC44A1,PPP1R12C,TECR,PTPRK,VPS13B,NCK1,LRBA,SLC16A7,LNX2,LRP5,SUMF2,IL12RB1,PRKRA,OGFR,PRPSAP1,RHEB,CHAF1A,ALG3,GEMIN5,CHD3,U2SURP,GALNT10,CAPN1,CCDC137,SLC12A7,PARP12,CENPF,RACGAP1,CDK13,PPP3CB,EPHX2,TTF1,RHBDD1,CHKA,TNS3,PPIL2,CAPZA1,KIFAP3,KNTC1,UBE3C,VOPP1,ABHD2,TRAPPC9,TSTA3,MEMO1,UTP15,MAP4K3,ZNF761,APPL1,ARHGAP15,TSC1,GOLGA4,GALNT2,PCM1,RBM25,SYNCRIP,CDC27,EXOC4,SLC16A1,EHD4,TCF12,USP7,CHMP2A,ARID2,NDUFAF2,TMX4,ORC1,IRF3,DUSP22,LYN,EXT2,ANKRD28,VAV1,HNRNPA2B1,WDR44,AKAP8,PARL,STRAP,ZNF583,RLIM,ACSL5,CLPTM1,KDM3B,MND1,BIRC3,FAM172A,ANKRD33B,NLN,NFATC2,NUP155,OGDH,CADM1,BICD2,EDEM2,HERPUD2,PDHX,DNAJC10,RBL1,HPS5,ANP32E,CHMP4B,GAS2,H3F3A,USP53,CBX4,PARD3,ATXN7L2,CTDP1,CMAS,GOLIM4,EYA1,ARFIP2,HMGN3,SUMF1,FZD6,PTPN2,CWC27,SEC24C,SLC35B4,ANP32A,ERI3,FBL,MYO5A,YTHDC1,TELO2,NASP,TIMMDC1,ASPM,PRKAR1B,RCOR1,COG1,ARHGEF12,PRMT2,ZNF407,CHCHD6,HLA-B,TWSG1,ELMO1,ZMIZ1,PREPL,ATP6V1C1,PLOD3,RPS6KC1,IFI16 central_nervous_system-brain-primitive_neuroectodermal_tumour-medulloblastoma-large_cell central_nervous_system-brain-primitive_neuroectodermal_tumour-medulloblastoma-large_cell 0.999566916450059 -0.000433177357706909 1136 132 0.0510243525318902 2587 17385 51696,57128,9984,1457,8454,11156,91752,667,4218,9910,221895,92241,60490,8801,51257,55749,5094,6733,5796,284001,4893,23762,987,11169,4041,8541,5635,55341,10133,9203,80319,56478,4134,54955,27297,11101,9780,84275,10723,54780,7410,23389,4853,135293,139818,57226,5073,92912,4436,22920,9794,58986,5464,94120,7743,7916,65985,54505,6128,3845,55843,1528,355,10492,60412,64374,92675,7528,9701,3073,3735,288,23038,6597,54662,10539,253558,351,54521,139322,23144,56180,29886,84057,143471,23299,25788,5830,54758,57673,7518,56288,8975,8745,9150,9320,23062,2113,203427,10844,6118,150472,56259,5728,89910,143458,6443,2966,4644,9894,6780,53942,2648,152579,55227,117177,4221,55288,5140,55628,23548,84303,643641,5426,84061,114882,56987,84078,2734,1955,3265,11124 HECA,LYRM4,THOC1,CSNK2A1,CUL1,PTP4A3,ZNF804A,DST,RAB8A,RABGAP1L,JAZF1,RCSD1,PPCDC,SUCLG2,MARCH2,CCAR1,PCBP2,SRPK2,PTPRK,CCDC57,NRAS,OSBP2,LRBA,WDHD1,LRP5,PPFIA3,PRPSAP1,LSG1,OPTN,ZMYM3,CXXC4,EIF4ENIF1,MAP4,C1orf109,CRCP,ATE1,PIEZO1,SLC25A33,SLC12A7,NSMCE4A,VAV2,MED13L,NOTCH2,PM20D2,DOCK11,LYRM2,PARN,UBE2Q2,MSH2,KIFAP3,MAML1,TMEM8A,PPA1,SYTL3,ZNF189,PRRC2A,AACS,DHX29,RPL6,KRAS,ARHGAP15,CYB5A,FAS,SYNCRIP,EXOC4,SIL1,DTD1,YY1,PPP6R2,HEXA,KARS,ANK3,WDTC1,SMARCA4,TBC1D13,GLRX3,LCLAT1,APP,WDR44,APOOL,ZC3H3,MOSPD1,SNX8,MND1,PSMA8,BICD2,RAD54B,PEX5,KLHDC4,BEND3,XRCC4,PARD3,USP13,ADAM23,CTDP1,TRIP12,GGA2,ETS1,SLC25A43,TUBGCP2,RPA2,CBWD2,CTNNBL1,PTEN,UBE3B,LDLRAD3,SGCB,GTF2H2,MYO5A,TELO2,STAU1,CNTN5,KAT2A,SCFD2,LRRC1,RAB3IP,MEN1,RHOT1,PDE3B,ZNF407,TTC33,CHCHD6,ZNF862,POLE,MAGT1,OSBPL8,BBX,KBTBD7,GLG1,MEGF9,HRAS,FAF1 alveolar alveolar 0.999640024430213 -0.000360040376545861 2466 313 0.120989563200618 2587 17385 65986,79717,10015,118,7249,4712,9682,89845,29801,3074,6890,81669,25864,29904,1031,22852,5887,55010,23047,9972,11319,57414,9736,147807,4893,84545,56992,4288,114294,11218,23559,9203,25855,79026,146909,8312,7174,23417,11101,54480,27250,5214,23586,2130,1725,1660,51715,6522,84133,4125,440275,10081,55015,83464,4000,54606,9731,431707,51320,83855,223082,9343,4436,54872,23545,64976,50628,200576,84282,54882,221061,1936,2222,221937,7916,9219,4605,5339,219988,8175,23154,355,27316,23523,6949,9701,22902,10611,1029,84079,4287,1788,9232,9557,4627,162,84798,51293,7957,151188,390916,22992,23616,7267,57506,389677,1386,23141,57130,4289,9448,26502,8452,57691,79807,23431,27436,4144,55139,128308,54487,84264,6400,22926,22984,7518,10531,7804,8975,5454,9612,338692,353274,309,4126,80829,9354,23753,88745,5708,120,5728,5781,79833,53373,23241,65094,2581,55690,23499,643641,128061,9817,9797,10447,1622,7027,5371,10128,8570,64782,705,644815,54865,23505,375790,29796,54890,23456,9919,79943,5621,200424,55120,91752,2806,63892,55687,2120,10745,7516,55094,9524,4968,26469,118460,165055,10635,51259,990,4041,3594,672,6659,58508,10133,1731,195828,11270,8754,92714,9780,1191,11200,1855,23272,55768,823,79760,339230,348180,8216,55596,6383,1327,4205,63929,2053,55316,57492,9684,92912,10999,90678,55728,65985,23152,10147,3845,83939,79001,1982,157567,166379,7248,2590,5108,79728,996,30844,64776,80097,10523,56949,5395,3661,23243,4193,27154,10849,10270,9562,27429,90864,51132,51780,10105,6404,7832,6310,5445,51069,56931,22937,1198,11329,949,8648,54532,19,51530,8535,56288,57106,2138,81620,285362,4650,55681,8323,3799,5771,2261,57519,1520,9181,64794,90522,54838,387882,55328,7040,53,4678,51571,55254,92797,23365,3029,89941,4758,6626,3106,5976,29028,57045,7030,2734,1955,114785,6428,83940,3265 ZBTB10,PPCS,PDCD6IP,ADD1,TSC2,NDUFB6,KDM4A,ABCC10,ZDHHC8,HEXB,TAP1,CCNL2,ABHD14A,EEF2K,CDKN2C,ANKRD26,RAD23B,PARPBP,PDS5B,NUP153,ECD,RHBDD2,USP34,ZNF524,NRAS,MRPL43,KIF15,MKI67,LACTB,DDX20,WBP1,ZMYM3,BRMS1,AHNAK,KIF18B,AXIN1,TPP2,MLYCD,ATE1,CHPF2,PDCD4,PFKP,DDX58,EWSR1,DHPS,DHX9,RAB23,SLC4A2,ZNRF3,MAN2B1,EIF2AK4,PDCD7,PRPF39,APH1B,LMNA,DDX56,CEP104,LHX8,MEX3C,KLF16,ZNRF2,EFTUD2,MSH2,PIGG,ATP6V0A2,MRPL40,GEMIN4,PIKFYVE,RNF135,ANKHD1,FAM171A1,EEF1D,FDFT1,FOXK1,PRRC2A,MTA2,MYBL2,PLEC,PATL1,SF3A2,NCDN,FAS,RBMX,CABIN1,TCOF1,PPP6R2,RUFY3,PDLIM5,CDKN2A,ANKRD27,ATXN3,DNMT3A,PTTG1,CHD1L,MYH9,AP1B1,C19orf48,CD320,EPM2A,ARL6IP6,NUDT19,KDM2A,SH3BP1,TTC3,MAVS,RBM12B,ATF2,ANKLE2,ATP13A1,MKLN1,MAP4K4,NARF,CUL3,KIAA1586,GSTCD,AP4E1,EML4,MAT2A,ANKZF1,MRPL55,DGCR8,HAGHL,SEL1L,ATF6,PDCD11,XRCC4,PITRM1,LRP8,USP13,POU3F2,NCOR2,ANKRD13D,ZNF445,ANXA6,MANBA,ZFP91,UBE4A,SDF2L1,RRP36,PSMD2,ADD3,PTEN,PTPN11,GEMIN6,TPCN1,PACS2,JMJD4,GALC,PACS1,MACF1,ZNF862,C1orf131,KEAP1,TATDN2,FAM3C,DBI,TFDP1,PML,LRPPRC,KHSRP,AEN,BYSL,FAM83G,GPATCH4,TMEM131,AGRN,UQCR10,ALKBH5,ABCB10,SEC16A,ZNF696,PRNP,TET3,FANCL,ZNF804A,GOT2,THADA,TRMU,ETV6,PHTF1,XRCC2,GPATCH1,TECR,OGG1,PTPN18,EXOSC6,CCDC138,RAD51AP1,TMEM216,CDC6,LRP5,IL12RB1,BRCA1,SOX4,KMT2C,OPTN,SEPT1,ZNF367,NRM,ADAM9,ARRDC1,PIEZO1,CLU,CHEK2,DVL1,FAM208A,NGLY1,CAPN1,GEMIN7,CCDC137,CTU2,LZTR1,ZCCHC8,SDC2,COX4I1,MEF2A,XPNPEP3,EPHX2,RSAD1,ARID1B,LRRC14,UBE2Q2,SLC27A4,LRSAM1,N4BP2,AACS,CIC,SUGP2,KRAS,EIF2A,VKORC1,EIF4G2,ANKRD46,BBS12,TSC1,GALNT2,PCM1,PALB2,CDC27,EHD4,C11orf1,MZT2B,CHERP,XAB2,PMS2,IRF3,ANKRD28,MDM2,BRPF3,CD3EAP,AKAP8,MINPP1,HTRA2,SPSB3,RLIM,KDM3B,PPIF,SELPLG,BTG2,ATXN1,PON2,MRPL2,DUS3L,SCAP,CLK3,STK38,SCARB1,NCOA1,USP53,ABCA1,ZC3HC1,CBX4,PARD3,NAT14,EYA1,CDT1,SUMF1,MYO9B,SCYL2,FZD6,KIF5B,PTPN2,FGFR3,STARD9,CTSS,ARHGEF2,DDX31,YIF1B,WBP1L,C12orf75,RNLS,TGFB1,ACP2,NASP,FAM49B,TMEM39A,HELB,ARHGEF12,HAGH,RHOT2,NEU1,SNRPA,HLA-B,UPF1,ATAD2,TWSG1,TFE3,GLG1,MEGF9,MBD6,SRSF3,TATDN1,HRAS soft_tissue-striated_muscle-rhabdomyosarcoma-alveolar soft_tissue-striated_muscle-rhabdomyosarcoma-alveolar 0.999640024430213 -0.000360040376545861 2466 313 0.120989563200618 2587 17385 65986,79717,10015,118,7249,4712,9682,89845,29801,3074,6890,81669,25864,29904,1031,22852,5887,55010,23047,9972,11319,57414,9736,147807,4893,84545,56992,4288,114294,11218,23559,9203,25855,79026,146909,8312,7174,23417,11101,54480,27250,5214,23586,2130,1725,1660,51715,6522,84133,4125,440275,10081,55015,83464,4000,54606,9731,431707,51320,83855,223082,9343,4436,54872,23545,64976,50628,200576,84282,54882,221061,1936,2222,221937,7916,9219,4605,5339,219988,8175,23154,355,27316,23523,6949,9701,22902,10611,1029,84079,4287,1788,9232,9557,4627,162,84798,51293,7957,151188,390916,22992,23616,7267,57506,389677,1386,23141,57130,4289,9448,26502,8452,57691,79807,23431,27436,4144,55139,128308,54487,84264,6400,22926,22984,7518,10531,7804,8975,5454,9612,338692,353274,309,4126,80829,9354,23753,88745,5708,120,5728,5781,79833,53373,23241,65094,2581,55690,23499,643641,128061,9817,9797,10447,1622,7027,5371,10128,8570,64782,705,644815,54865,23505,375790,29796,54890,23456,9919,79943,5621,200424,55120,91752,2806,63892,55687,2120,10745,7516,55094,9524,4968,26469,118460,165055,10635,51259,990,4041,3594,672,6659,58508,10133,1731,195828,11270,8754,92714,9780,1191,11200,1855,23272,55768,823,79760,339230,348180,8216,55596,6383,1327,4205,63929,2053,55316,57492,9684,92912,10999,90678,55728,65985,23152,10147,3845,83939,79001,1982,157567,166379,7248,2590,5108,79728,996,30844,64776,80097,10523,56949,5395,3661,23243,4193,27154,10849,10270,9562,27429,90864,51132,51780,10105,6404,7832,6310,5445,51069,56931,22937,1198,11329,949,8648,54532,19,51530,8535,56288,57106,2138,81620,285362,4650,55681,8323,3799,5771,2261,57519,1520,9181,64794,90522,54838,387882,55328,7040,53,4678,51571,55254,92797,23365,3029,89941,4758,6626,3106,5976,29028,57045,7030,2734,1955,114785,6428,83940,3265 ZBTB10,PPCS,PDCD6IP,ADD1,TSC2,NDUFB6,KDM4A,ABCC10,ZDHHC8,HEXB,TAP1,CCNL2,ABHD14A,EEF2K,CDKN2C,ANKRD26,RAD23B,PARPBP,PDS5B,NUP153,ECD,RHBDD2,USP34,ZNF524,NRAS,MRPL43,KIF15,MKI67,LACTB,DDX20,WBP1,ZMYM3,BRMS1,AHNAK,KIF18B,AXIN1,TPP2,MLYCD,ATE1,CHPF2,PDCD4,PFKP,DDX58,EWSR1,DHPS,DHX9,RAB23,SLC4A2,ZNRF3,MAN2B1,EIF2AK4,PDCD7,PRPF39,APH1B,LMNA,DDX56,CEP104,LHX8,MEX3C,KLF16,ZNRF2,EFTUD2,MSH2,PIGG,ATP6V0A2,MRPL40,GEMIN4,PIKFYVE,RNF135,ANKHD1,FAM171A1,EEF1D,FDFT1,FOXK1,PRRC2A,MTA2,MYBL2,PLEC,PATL1,SF3A2,NCDN,FAS,RBMX,CABIN1,TCOF1,PPP6R2,RUFY3,PDLIM5,CDKN2A,ANKRD27,ATXN3,DNMT3A,PTTG1,CHD1L,MYH9,AP1B1,C19orf48,CD320,EPM2A,ARL6IP6,NUDT19,KDM2A,SH3BP1,TTC3,MAVS,RBM12B,ATF2,ANKLE2,ATP13A1,MKLN1,MAP4K4,NARF,CUL3,KIAA1586,GSTCD,AP4E1,EML4,MAT2A,ANKZF1,MRPL55,DGCR8,HAGHL,SEL1L,ATF6,PDCD11,XRCC4,PITRM1,LRP8,USP13,POU3F2,NCOR2,ANKRD13D,ZNF445,ANXA6,MANBA,ZFP91,UBE4A,SDF2L1,RRP36,PSMD2,ADD3,PTEN,PTPN11,GEMIN6,TPCN1,PACS2,JMJD4,GALC,PACS1,MACF1,ZNF862,C1orf131,KEAP1,TATDN2,FAM3C,DBI,TFDP1,PML,LRPPRC,KHSRP,AEN,BYSL,FAM83G,GPATCH4,TMEM131,AGRN,UQCR10,ALKBH5,ABCB10,SEC16A,ZNF696,PRNP,TET3,FANCL,ZNF804A,GOT2,THADA,TRMU,ETV6,PHTF1,XRCC2,GPATCH1,TECR,OGG1,PTPN18,EXOSC6,CCDC138,RAD51AP1,TMEM216,CDC6,LRP5,IL12RB1,BRCA1,SOX4,KMT2C,OPTN,SEPT1,ZNF367,NRM,ADAM9,ARRDC1,PIEZO1,CLU,CHEK2,DVL1,FAM208A,NGLY1,CAPN1,GEMIN7,CCDC137,CTU2,LZTR1,ZCCHC8,SDC2,COX4I1,MEF2A,XPNPEP3,EPHX2,RSAD1,ARID1B,LRRC14,UBE2Q2,SLC27A4,LRSAM1,N4BP2,AACS,CIC,SUGP2,KRAS,EIF2A,VKORC1,EIF4G2,ANKRD46,BBS12,TSC1,GALNT2,PCM1,PALB2,CDC27,EHD4,C11orf1,MZT2B,CHERP,XAB2,PMS2,IRF3,ANKRD28,MDM2,BRPF3,CD3EAP,AKAP8,MINPP1,HTRA2,SPSB3,RLIM,KDM3B,PPIF,SELPLG,BTG2,ATXN1,PON2,MRPL2,DUS3L,SCAP,CLK3,STK38,SCARB1,NCOA1,USP53,ABCA1,ZC3HC1,CBX4,PARD3,NAT14,EYA1,CDT1,SUMF1,MYO9B,SCYL2,FZD6,KIF5B,PTPN2,FGFR3,STARD9,CTSS,ARHGEF2,DDX31,YIF1B,WBP1L,C12orf75,RNLS,TGFB1,ACP2,NASP,FAM49B,TMEM39A,HELB,ARHGEF12,HAGH,RHOT2,NEU1,SNRPA,HLA-B,UPF1,ATAD2,TWSG1,TFE3,GLG1,MEGF9,MBD6,SRSF3,TATDN1,HRAS humerus humerus 0.999647113864164 -0.000352948414800342 560 57 0.0220332431387708 2587 17385 4282,90933,2130,64761,353274,9230,6383,3661,84196,1452,10539,6389,1031,5925,25932,81671,221294,9910,6238,57122,23107,26046,116447,23170,143458,6888,117246,10559,51780,57062,5558,55254,157506,257415,4967,4221,94097,55843,93323,2778,7733,3840,2590,128308,114882,60412,22926,114785,2521,3020,221336,10313,3265,19,1029,22850,163050 MIF,TRIM41,EWSR1,PARP12,ZNF445,RAB11B,SDC2,IRF3,USP48,CSNK1A1,GLRX3,SDHA,CDKN2C,RB1,CLIC4,VMP1,NT5DC1,RABGAP1L,RRBP1,NUP107,MRPS27,LTN1,TOP1MT,TTLL12,LDLRAD3,TALDO1,FTSJ3,SLC35A1,KDM3B,DDX24,PRIM2,TMEM39A,RDH10,FAM133B,OGDH,MEN1,SFXN5,ARHGAP15,HAUS8,GNAS,ZNF180,KPNA4,GALNT2,MRPL55,OSBPL8,EXOC4,ATF6,MBD6,FUS,H3F3A,BEND6,RTN3,HRAS,ABCA1,CDKN2A,ADNP2,ZNF564 Burkitt_lymphoma Burkitt_lymphoma 0.999667937684614 -0.000332117460284425 2173 272 0.105141090065713 2587 17385 51552,23511,10015,50804,1031,22852,8853,606495,9910,5867,4249,9736,4893,4288,84259,23463,55572,8661,91107,8312,7174,64393,258010,114825,2130,4594,7204,440275,4853,5073,23042,4000,4724,7023,55298,51088,401152,25896,4436,8460,26578,23194,2771,79888,134111,79587,2222,51386,5558,9821,9219,55253,9100,8289,4548,55361,7520,79573,84669,4217,10611,91768,1029,54583,1728,23451,5894,23512,10096,29789,143187,4627,10308,162,9667,351,57189,334,25771,57122,55752,7267,23171,1386,23144,29886,8872,9448,8452,1871,26610,85461,23085,10521,54927,54487,286053,79823,23335,64327,54758,5536,22984,8975,9334,6929,11119,79872,55892,79048,641,2309,7905,8766,25932,5728,5781,8128,2956,7128,51426,23313,3784,117177,55227,3832,5140,27340,2768,5426,5597,4065,23179,284403,9700,11124,644815,5412,261734,81559,114984,64848,27044,1432,6621,51076,10444,286826,91752,23225,23336,221294,63892,54928,221895,2120,5296,26127,10460,11140,157680,23429,10057,9978,987,8624,222484,1809,89122,4122,10555,113263,28998,8816,10723,23232,8216,55596,3300,1063,6383,23389,51142,9967,2053,5925,63925,29969,596,22920,9690,84064,83696,3845,1982,26060,9397,55843,2590,5108,64418,5634,60412,64374,92675,57536,4649,51126,440279,79585,55093,11316,6597,4067,152137,90141,55486,23435,139322,9166,5450,83989,330,7832,84108,7456,9631,4967,23705,9129,63931,8667,11329,2620,8648,202243,4089,1175,56288,85451,55907,27333,2138,1452,5305,9213,5771,9456,2618,56259,10010,64794,23595,143458,6774,387,4678,51571,9044,29081,9205,152579,23365,55628,84303,9844,2734,1955,10868,26750,3265,57688 RAB14,NUP188,PDCD6IP,MYEF2,CDKN2C,ANKRD26,ASAP2,CYB5RL,RABGAP1L,RAB4A,MGAT5,USP34,NRAS,MKI67,DCUN1D5,ICMT,FOXRED1,EIF3A,TRIM47,AXIN1,TPP2,ZMAT3,SVIP,PWWP2A,EWSR1,MUT,TRIO,EIF2AK4,NOTCH2,PARN,PDXDC1,LMNA,NDUFS4,TFAP4,RNF121,KLHL5,C4orf3,INTS7,MSH2,TPST1,OSTF1,FBXL7,GNAI2,LPCAT1,UBE2QL1,CARS2,FDFT1,EIF3L,PRIM2,RB1CC1,MTA2,TYW1,USP10,ARID1A,MTR,PI4K2A,XRCC5,TTC13,USP32,MAP3K5,PDLIM5,CABLES1,CDKN2A,EGLN1,NQO1,SF3B1,RAF1,SUZ12,ACTR3,OLA1,VTI1A,MYH9,ZNF267,AP1B1,SAFB2,APP,KIAA1147,APLP2,TBC1D22A,NUP107,SEPT11,TTC3,GPD1L,ATF2,ZC3H3,SNX8,CDC123,MAP4K4,CUL3,E2F3,ELP4,TANC1,ERC1,DDX17,CHCHD3,DGCR8,NSMCE2,CAMKMT,WDR7,LMBR1,KLHDC4,PPP5C,PDCD11,USP13,B4GALT5,TCF3,BTN3A1,CBLL1,MYNN,SECISBP2,BLM,FOXO3,REEP5,RAB11A,CLIC4,PTEN,PTPN11,ST8SIA2,MSH6,TNFAIP3,POLK,KIAA0930,KCNQ1,RAB3IP,LRRC1,KIF11,PDE3B,UTP20,GNA12,POLE,MAPK6,LY75,RGL1,WDR62,ESPL1,FAF1,FAM83G,UBL3,NPHP4,TRIM11,FLYWCH2,YTHDC2,SND1,MAPK14,SNAPC4,CUTC,ZER1,LIN9,ZNF804A,NUP210,SYNM,NT5DC1,THADA,IMPAD1,JAZF1,ETV6,PIK3R2,FGFR1OP2,TACC3,CDC37,VPS13B,RYBP,ABCC5,RBX1,LRBA,PSMG1,LNX2,DPYSL3,TRIM4,MAN2A2,AGPAT2,GLCCI1,MRPL13,DCAF5,SLC12A7,TBC1D12,LZTR1,ZCCHC8,DNAJB2,CENPF,SDC2,MED13L,CHCHD2,THRAP3,EPHX2,RB1,ZNF335,MDFIC,BCL2,KIFAP3,UBE3C,HDHD2,TRAPPC9,KRAS,EIF4G2,APPL1,NMT2,ARHGAP15,GALNT2,PCM1,TMEM168,PRPS2,EXOC4,SIL1,DTD1,KIAA1328,MYO9A,NAA20,UNC13C,CORO7,WDYHV1,COPE,SMARCA4,LYN,CCDC50,EFCAB11,PARL,TARDBP,APOOL,EBAG9,POU2AF1,FAM172A,BIRC3,BTG2,PCGF6,WIPF1,NUP155,OGDH,CADM1,PRPF3,MRPS14,EIF3H,STK38,GAS2,NCOA1,CCDC125,SMAD4,AP2S1,PARD3,UNK,CMAS,GOLIM4,EYA1,CSNK1A1,PIP4K2A,XPR1,PTPN2,HOMER1,GART,CTNNBL1,TANK,DDX31,ORC3,LDLRAD3,STAT3,RHOA,NASP,FAM49B,BTAF1,METTL5,ZMYM5,SCFD2,ARHGEF12,ZNF407,CHCHD6,ELMO1,GLG1,MEGF9,USP20,RPS6KC1,HRAS,ZSWIM6 haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-Burkitt_lymphoma haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-Burkitt_lymphoma 0.999667937684614 -0.000332117460284425 2173 272 0.105141090065713 2587 17385 51552,23511,10015,50804,1031,22852,8853,606495,9910,5867,4249,9736,4893,4288,84259,23463,55572,8661,91107,8312,7174,64393,258010,114825,2130,4594,7204,440275,4853,5073,23042,4000,4724,7023,55298,51088,401152,25896,4436,8460,26578,23194,2771,79888,134111,79587,2222,51386,5558,9821,9219,55253,9100,8289,4548,55361,7520,79573,84669,4217,10611,91768,1029,54583,1728,23451,5894,23512,10096,29789,143187,4627,10308,162,9667,351,57189,334,25771,57122,55752,7267,23171,1386,23144,29886,8872,9448,8452,1871,26610,85461,23085,10521,54927,54487,286053,79823,23335,64327,54758,5536,22984,8975,9334,6929,11119,79872,55892,79048,641,2309,7905,8766,25932,5728,5781,8128,2956,7128,51426,23313,3784,117177,55227,3832,5140,27340,2768,5426,5597,4065,23179,284403,9700,11124,644815,5412,261734,81559,114984,64848,27044,1432,6621,51076,10444,286826,91752,23225,23336,221294,63892,54928,221895,2120,5296,26127,10460,11140,157680,23429,10057,9978,987,8624,222484,1809,89122,4122,10555,113263,28998,8816,10723,23232,8216,55596,3300,1063,6383,23389,51142,9967,2053,5925,63925,29969,596,22920,9690,84064,83696,3845,1982,26060,9397,55843,2590,5108,64418,5634,60412,64374,92675,57536,4649,51126,440279,79585,55093,11316,6597,4067,152137,90141,55486,23435,139322,9166,5450,83989,330,7832,84108,7456,9631,4967,23705,9129,63931,8667,11329,2620,8648,202243,4089,1175,56288,85451,55907,27333,2138,1452,5305,9213,5771,9456,2618,56259,10010,64794,23595,143458,6774,387,4678,51571,9044,29081,9205,152579,23365,55628,84303,9844,2734,1955,10868,26750,3265,57688 RAB14,NUP188,PDCD6IP,MYEF2,CDKN2C,ANKRD26,ASAP2,CYB5RL,RABGAP1L,RAB4A,MGAT5,USP34,NRAS,MKI67,DCUN1D5,ICMT,FOXRED1,EIF3A,TRIM47,AXIN1,TPP2,ZMAT3,SVIP,PWWP2A,EWSR1,MUT,TRIO,EIF2AK4,NOTCH2,PARN,PDXDC1,LMNA,NDUFS4,TFAP4,RNF121,KLHL5,C4orf3,INTS7,MSH2,TPST1,OSTF1,FBXL7,GNAI2,LPCAT1,UBE2QL1,CARS2,FDFT1,EIF3L,PRIM2,RB1CC1,MTA2,TYW1,USP10,ARID1A,MTR,PI4K2A,XRCC5,TTC13,USP32,MAP3K5,PDLIM5,CABLES1,CDKN2A,EGLN1,NQO1,SF3B1,RAF1,SUZ12,ACTR3,OLA1,VTI1A,MYH9,ZNF267,AP1B1,SAFB2,APP,KIAA1147,APLP2,TBC1D22A,NUP107,SEPT11,TTC3,GPD1L,ATF2,ZC3H3,SNX8,CDC123,MAP4K4,CUL3,E2F3,ELP4,TANC1,ERC1,DDX17,CHCHD3,DGCR8,NSMCE2,CAMKMT,WDR7,LMBR1,KLHDC4,PPP5C,PDCD11,USP13,B4GALT5,TCF3,BTN3A1,CBLL1,MYNN,SECISBP2,BLM,FOXO3,REEP5,RAB11A,CLIC4,PTEN,PTPN11,ST8SIA2,MSH6,TNFAIP3,POLK,KIAA0930,KCNQ1,RAB3IP,LRRC1,KIF11,PDE3B,UTP20,GNA12,POLE,MAPK6,LY75,RGL1,WDR62,ESPL1,FAF1,FAM83G,UBL3,NPHP4,TRIM11,FLYWCH2,YTHDC2,SND1,MAPK14,SNAPC4,CUTC,ZER1,LIN9,ZNF804A,NUP210,SYNM,NT5DC1,THADA,IMPAD1,JAZF1,ETV6,PIK3R2,FGFR1OP2,TACC3,CDC37,VPS13B,RYBP,ABCC5,RBX1,LRBA,PSMG1,LNX2,DPYSL3,TRIM4,MAN2A2,AGPAT2,GLCCI1,MRPL13,DCAF5,SLC12A7,TBC1D12,LZTR1,ZCCHC8,DNAJB2,CENPF,SDC2,MED13L,CHCHD2,THRAP3,EPHX2,RB1,ZNF335,MDFIC,BCL2,KIFAP3,UBE3C,HDHD2,TRAPPC9,KRAS,EIF4G2,APPL1,NMT2,ARHGAP15,GALNT2,PCM1,TMEM168,PRPS2,EXOC4,SIL1,DTD1,KIAA1328,MYO9A,NAA20,UNC13C,CORO7,WDYHV1,COPE,SMARCA4,LYN,CCDC50,EFCAB11,PARL,TARDBP,APOOL,EBAG9,POU2AF1,FAM172A,BIRC3,BTG2,PCGF6,WIPF1,NUP155,OGDH,CADM1,PRPF3,MRPS14,EIF3H,STK38,GAS2,NCOA1,CCDC125,SMAD4,AP2S1,PARD3,UNK,CMAS,GOLIM4,EYA1,CSNK1A1,PIP4K2A,XPR1,PTPN2,HOMER1,GART,CTNNBL1,TANK,DDX31,ORC3,LDLRAD3,STAT3,RHOA,NASP,FAM49B,BTAF1,METTL5,ZMYM5,SCFD2,ARHGEF12,ZNF407,CHCHD6,ELMO1,GLG1,MEGF9,USP20,RPS6KC1,HRAS,ZSWIM6 skin-upper_leg-malignant_melanoma skin-upper_leg-malignant_melanoma 0.999670723404234 -0.000329330819207319 860 95 0.0367220718979513 2587 17385 9595,23511,55870,9185,196528,102,89845,54148,64848,288,5879,8895,51293,3181,25909,6464,10783,57533,5537,27339,5796,56893,23020,4893,23476,56992,6310,7430,9107,535,157313,26503,53615,221079,27005,27436,90957,79026,4669,23335,55278,2620,57154,90850,2139,10721,7323,8216,9703,63967,27291,9334,55892,4853,54497,5771,54606,5728,9632,5511,9138,4436,9794,55109,10906,6302,54881,23560,7156,3845,4580,5339,8087,55843,55108,55832,55361,8897,5792,27153,9817,5426,84456,9844,27316,51,201725,84668,2821,4217,4649,3265,1029,11124,57679 CYTIP,NUP188,ASH1L,REPS2,ARID2,ADAM10,ABCC10,MRPL39,YTHDC2,ANK3,RAC1,CPNE3,CD320,HNRNPA2B1,AHCTF1,SHC1,NEK6,TBC1D14,PPP6C,PRPF19,PTPRK,UBQLN4,SNRNP200,NRAS,BRD4,KIF15,ATXN1,EZR,MTMR6,ATP6V0A1,CDCA2,SLC17A5,MBD3,ARL5B,USP21,EML4,DHX57,AHNAK,NAGLU,WDR7,QRSL1,GAS2,SMURF1,ZNF598,EYA2,POLQ,UBE2D3,LZTR1,KIAA0100,CLSPN,R3HCC1L,B4GALT5,MYNN,NOTCH2,HEATR5B,PTPN2,DDX56,PTEN,SEC24C,PPP1R8,ARHGEF1,MSH2,MAML1,AGGF1,TRAFD1,TSPAN31,TEX10,GTPBP4,TOP3A,KRAS,MTX1,PLEC,FXR1,ARHGAP15,BSDC1,CAND1,PI4K2A,MTMR3,PTPRF,ZNF777,KEAP1,POLE,L3MBTL3,ELMO1,RBMX,ACOX1,C4orf46,FAM126A,GPI,MAP3K5,MYO9A,HRAS,CDKN2A,FAF1,ALS2 striated_muscle striated_muscle 0.99971494391535 -0.000285096720857807 4319 574 0.221878623888674 2587 17385 54520,51696,65986,118,7249,9682,89845,9091,3074,81669,200539,29904,1031,5887,51102,23047,1408,9972,11319,57414,9736,284001,2067,4893,83693,84545,56992,23559,55974,25855,79026,8312,23417,11101,54480,27250,8086,5214,124411,6749,79142,389,51622,1660,51715,6522,84133,440275,10081,83464,5073,79577,4000,65992,54606,25896,3632,1954,25793,9343,50628,9961,22870,51631,221937,7916,9821,9489,9219,4605,55700,4350,23154,9124,2114,22902,10611,11222,57679,84079,90933,9232,288,9557,23038,4627,84798,54467,57189,151188,25909,23616,51096,1854,1185,57506,1386,1639,8904,79956,9448,79807,4144,64599,23603,28996,1762,10531,7804,8975,136051,353274,309,51643,80829,55102,9354,2113,88745,56902,5708,120,79833,53373,4670,6709,7128,2987,2581,51426,23313,3939,2014,54545,7784,27340,6573,643641,81930,9817,8030,9797,23473,10447,1622,5371,10128,4065,64782,23179,84875,54865,23505,1355,375790,29937,9919,5621,1390,55120,200424,9231,23225,221294,55687,7516,2120,10057,23429,157680,4234,118460,26469,54468,11176,10635,7430,990,4041,3594,672,55193,10133,1731,195828,11270,8754,92714,9780,1855,23272,55768,79760,339230,163050,348180,8216,11331,1063,6383,1327,139818,6018,55316,57492,9684,5925,92912,81671,10999,90678,11057,65985,157922,23168,3845,1982,25852,55544,157567,166379,6390,2803,5108,2590,996,79728,8773,84166,4649,440279,56647,84231,196528,56949,7675,7812,4193,27154,54521,9562,116447,90864,10105,51780,55334,330,7832,651746,7879,84948,4773,51031,51069,1198,22937,11329,115426,8648,3020,54532,4089,56288,51530,127002,57508,81620,285362,80010,28969,55681,8323,56897,5771,57519,1520,54838,64794,84172,23595,818,55328,56342,91746,53,1465,23365,3029,89941,4758,7165,57045,7030,56987,1869,2734,10868,84668,3516,7026,10015,79717,23511,4712,29801,6890,7329,25864,3833,22852,84922,55010,147807,114294,4288,11218,899,9203,146909,7174,4134,5778,55526,689,90850,23586,2130,1725,63922,22839,9493,4853,84908,4125,55015,23042,4849,80011,9731,6184,431707,51320,223082,83855,54872,4436,23545,5833,64976,200576,84282,54882,221061,1936,8542,23515,9655,2222,8289,5339,8175,4548,219988,10694,5605,355,55361,27153,79573,1633,27316,81610,23523,6949,9701,4217,11165,1029,1788,4287,5894,23451,162,7957,51293,390916,1666,334,22992,9110,7267,9716,389677,23141,57130,4289,8452,26502,57691,23431,27436,55139,8427,128308,54487,23015,84264,6400,22926,22984,7518,5454,9612,338692,4126,4204,7086,10314,23753,10363,54497,5728,10598,24147,5781,116541,26019,2956,23241,64236,65094,55734,55690,55227,23499,10897,55654,128061,4236,7027,53407,8570,705,644815,50619,1642,142678,221150,261734,25829,1314,4763,29796,54890,7841,23456,3267,6621,79943,91752,63892,2806,10745,54776,55094,9524,4968,10498,165055,51056,7428,51259,6659,58508,10036,25929,6794,1191,11200,6231,823,10723,6209,55596,9159,29924,4205,63929,2053,51593,54764,9690,55728,9114,23152,10147,83939,79001,9636,132884,2778,7248,146198,30844,64776,80097,10989,9637,10523,221092,5395,6597,3661,10605,23243,10849,4931,10270,5537,27429,51132,56893,6404,6310,55741,553115,5445,56931,11234,949,80709,57154,80346,19,8535,57106,9320,2138,57410,4650,10227,3799,2261,29117,9181,90522,79033,387882,4644,7040,9894,55827,4678,51571,55254,259266,92797,152579,117584,4221,8189,6626,3106,5976,29028,9844,1955,9406,80152,114785,6428,83940,8985,3265 CCDC93,HECA,ZBTB10,ADD1,TSC2,KDM4A,ABCC10,PIGQ,HEXB,CCNL2,ANKRD23,EEF2K,CDKN2C,RAD23B,MECR,PDS5B,CRY2,NUP153,ECD,RHBDD2,USP34,CCDC57,ERCC1,NRAS,HSDL1,MRPL43,KIF15,WBP1,SLC50A1,BRMS1,AHNAK,AXIN1,MLYCD,ATE1,CHPF2,PDCD4,AAAS,PFKP,ZNF720,SSRP1,PHF23,RHOC,CCZ1,DHX9,RAB23,SLC4A2,ZNRF3,EIF2AK4,PDCD7,APH1B,PARN,CDC73,LMNA,DDRGK1,DDX56,INTS7,INPP5A,MEGF8,FBXO7,EFTUD2,GEMIN4,MVP,PPP6R1,LUC7L2,FOXK1,PRRC2A,RB1CC1,PGS1,MTA2,MYBL2,MAP7D1,MPG,NCDN,PDLIM1,ETS2,RUFY3,PDLIM5,MRPL3,ALS2,ANKRD27,TRIM41,PTTG1,ANK3,CHD1L,WDTC1,MYH9,C19orf48,ANKIB1,KIAA1147,ARL6IP6,AHCTF1,SH3BP1,UTP18,DUT,CLCN6,MAVS,ATF2,DCTN1,CPNE1,ERMP1,MAP4K4,GSTCD,MAT2A,GIGYF1,CORO1C,HIPK2,DMWD,PITRM1,LRP8,USP13,ZNF786,ZNF445,ANXA6,TMBIM4,ZFP91,ATG2B,UBE4A,ETS1,RRP36,PNO1,PSMD2,ADD3,GEMIN6,TPCN1,HNRNPM,SPTAN1,TNFAIP3,GUK1,GALC,POLK,KIAA0930,LDHA,EMP3,MTMR12,ZP3,UTP20,SLC19A1,ZNF862,KIF18A,KEAP1,CCDC6,TATDN2,CAPN7,FAM3C,DBI,PML,LRPPRC,LY75,AEN,RGL1,PARP10,GPATCH4,TMEM131,COX15,AGRN,NENF,SEC16A,PRNP,CREM,FANCL,TET3,DLG5,NUP210,NT5DC1,TRMU,XRCC2,ETV6,ABCC5,RYBP,VPS13B,METTL1,EXOSC6,PTPN18,MIOS,BAZ2A,RAD51AP1,EZR,CDC6,LRP5,IL12RB1,BRCA1,PBRM1,OPTN,SEPT1,ZNF367,NRM,ADAM9,ARRDC1,PIEZO1,DVL1,FAM208A,NGLY1,GEMIN7,CCDC137,ZNF564,CTU2,LZTR1,PHB2,CENPF,SDC2,COX4I1,DOCK11,RLF,RSAD1,ARID1B,LRRC14,RB1,UBE2Q2,VMP1,SLC27A4,LRSAM1,ABHD2,AACS,CAMSAP1,RTF1,KRAS,EIF4G2,ARMC8,RBM38,ANKRD46,BBS12,SDHB,GOLGA4,PCM1,GALNT2,CDC27,PALB2,SNAP23,NLRC5,MYO9A,UNC13C,BCCIP,TRAF7,ARID2,XAB2,ZNF121,CSDE1,MDM2,BRPF3,WDR44,MINPP1,TOP1MT,SPSB3,PPIF,KDM3B,SLC39A9,BIRC3,BTG2,ANKRD33B,RAB7A,TIGD5,NFATC2,GLOD4,MRPL2,CLK3,SCAP,STK38,UHRF2,NCOA1,H3F3A,USP53,SMAD4,PARD3,ZC3HC1,ATXN7L2,INTS2,CDT1,SUMF1,RMI1,BZW2,SCYL2,FZD6,WRNIP1,PTPN2,STARD9,CTSS,WBP1L,DDX31,POLR1B,ORC3,CAMK2G,RNLS,PPAN,YTHDC1,ACP2,CSRP1,ARHGEF12,HAGH,RHOT2,NEU1,TPD52L2,TWSG1,TFE3,BBX,E2F1,GLG1,USP20,FAM126A,RBPJ,NR2F2,PDCD6IP,PPCS,NUP188,NDUFB6,ZDHHC8,TAP1,UBE2I,ABHD14A,KIFC1,ANKRD26,FIZ1,PARPBP,ZNF524,LACTB,MKI67,DDX20,CCNF,ZMYM3,KIF18B,TPP2,MAP4,PTPN7,DHTKD1,BTF3,ZNF598,DDX58,EWSR1,DHPS,CHTF18,DLGAP4,KIF23,NOTCH2,FAM136A,MAN2B1,PRPF39,PDXDC1,CNOT3,FAM192A,CEP104,RPN1,LHX8,MEX3C,ZNRF2,KLF16,PIGG,MSH2,ATP6V0A2,PCYT2,MRPL40,PIKFYVE,RNF135,ANKHD1,FAM171A1,EEF1D,APOL1,MORC3,SOCS5,FDFT1,ARID1A,PLEC,SF3A2,MTR,PATL1,CCT8,MAP2K2,FAS,PI4K2A,ZNF777,TTC13,DCK,RBMX,FAM83D,CABIN1,TCOF1,PPP6R2,MAP3K5,NUDT3,CDKN2A,DNMT3A,ATXN3,RAF1,SF3B1,AP1B1,EPM2A,CD320,NUDT19,DECR1,APLP2,KDM2A,MTMR4,TTC3,AQR,RBM12B,ANKLE2,ATP13A1,MKLN1,CUL3,NARF,KIAA1586,AP4E1,EML4,ANKZF1,ZNF282,MRPL55,DGCR8,GOLGA8A,HAGHL,SEL1L,ATF6,PDCD11,XRCC4,POU3F2,NCOR2,ANKRD13D,MANBA,MECP2,TKT,LANCL1,SDF2L1,HMG20A,HEATR5B,PTEN,AHSA1,FJX1,PTPN11,MRPL54,UPF2,MSH6,PACS2,PDLIM2,JMJD4,ZFP64,PACS1,LRRC1,MACF1,YIF1A,TMEM127,C1orf131,MFAP1,TFDP1,STX18,KHSRP,BYSL,FAM83G,DEF6,DDB1,MIB2,SKA3,NPHP4,TMEM184B,COPA,NF1,UQCR10,ALKBH5,MOGS,ABCB10,AGFG1,SNAPC4,ZNF696,ZNF804A,THADA,GOT2,PHTF1,PPP1R12C,GPATCH1,TECR,OGG1,CARM1,CCDC138,LAP3,VHL,TMEM216,SOX4,KMT2C,CHAF1A,GEMIN5,STK11,CLU,CHEK2,RPS26,CAPN1,SLC12A7,RPS15,ZCCHC8,PCSK7,EPN1,MEF2A,XPNPEP3,EPHX2,SRRT,ZRANB1,UBE3C,N4BP2,ATP6V0D1,CIC,SUGP2,EIF2A,VKORC1,ISG15,EVC2,GNAS,TSC1,ZFP90,EHD4,C11orf1,MZT2B,IMMT,FEZ2,CHERP,HNRNPUL2,PMS2,SMARCA4,IRF3,PAIP1,ANKRD28,CD3EAP,NVL,AKAP8,PPP6C,HTRA2,RLIM,UBQLN4,SELPLG,ATXN1,EDEM2,PEF1,PON2,DUS3L,HPS5,SCARB1,AKNA,SMURF1,REEP4,ABCA1,CBX4,NAT14,TRIP12,EYA1,SCYL1,MYO9B,MFSD10,KIF5B,FGFR3,BRD7,ARHGEF2,YIF1B,ERI3,C12orf75,MYO5A,TGFB1,TELO2,DCAF6,NASP,FAM49B,TMEM39A,ASPM,HELB,SCFD2,RFFL,MEN1,SYMPK,SNRPA,HLA-B,UPF1,ATAD2,ELMO1,MEGF9,ZRANB2,CENPT,MBD6,SRSF3,TATDN1,PLOD3,HRAS adenoma adenoma 0.999849743824144 -0.000150267465446198 2923 373 0.144182450715114 2587 17385 23511,7249,5589,9682,9091,29801,1659,116840,51110,81669,26051,1031,25976,4249,168850,5094,8910,4893,2551,83693,4288,3185,11083,23559,9203,4216,170394,79026,7454,3984,8312,1939,11101,9377,56006,7188,83752,64393,51068,6749,114825,10808,65005,9703,84939,23708,7204,84890,6240,22839,128387,4125,84908,7633,79577,55249,54606,2086,9126,9783,1612,54872,200576,79888,94120,5464,221061,54505,9219,64763,4605,8289,7458,8165,5792,2058,27153,27316,1633,47,84669,23523,122060,55627,2821,6949,54820,55291,9701,1029,118472,54583,84079,21,1788,25886,831,23304,29789,4627,81614,598,9667,8895,351,1666,6464,57122,7267,23144,60560,58490,1639,9550,55602,23476,10589,5209,535,92344,4209,8697,23085,27436,284325,27335,8881,3716,6294,79823,23335,201965,27107,2139,23143,8975,5454,9612,338692,8502,353274,55635,55732,4204,4126,10211,8604,64395,3105,10682,84991,10075,5728,79833,26019,89910,81542,4670,6709,64236,2648,23593,9238,54545,117177,153642,3832,23499,2011,11335,6117,10897,9467,4924,6573,81930,5426,55238,9654,9797,5597,10128,1655,5660,6878,7392,3476,5412,1355,25829,1314,90379,4763,84919,22993,56922,65264,22933,28991,84196,55215,286826,667,9775,221895,3572,26173,55094,9929,6102,9830,5796,10522,51520,23020,1952,57326,51056,6628,7428,10635,9874,987,6241,79751,3594,672,23344,58508,10036,55707,10133,25929,54623,4122,10555,1107,51388,9825,56904,6794,55568,7596,10980,113263,25913,5700,8216,55355,9159,8621,5532,3337,139818,7270,169714,57492,23165,79622,5925,9738,9646,10999,29969,22920,9794,4363,7743,7264,10147,27102,3845,79896,79001,1982,55544,55832,132884,2778,7248,5108,64418,996,5634,4783,6478,55625,57536,5928,30844,4649,440279,123606,9841,6938,9637,10989,1540,55870,11316,83549,4998,1105,6135,3181,4899,1431,26015,6185,11151,54989,2760,51132,83891,55114,143471,651746,10450,57486,23299,221656,63931,8666,57602,476,5709,6778,81611,80709,8237,66005,19,84306,10098,4089,56288,9371,9320,2138,23647,55922,1176,9213,4121,2261,27252,9632,6238,9776,64794,215,55761,143458,23595,6774,10559,91746,7040,53942,4678,259266,9205,7156,9382,4221,9927,114882,6428,34,11065,26750,3265,3428 NUP188,TSC2,PRKCSH,KDM4A,PIGQ,ZDHHC8,DHX8,CNTROB,LACTB2,CCNL2,PPP1R16B,CDKN2C,TIPARP,MGAT5,ZNF800,PCBP2,SGCE,NRAS,GABPA,HSDL1,MKI67,HNRNPF,DIDO1,WBP1,ZMYM3,MAP3K4,PWWP2B,AHNAK,WAS,LIMK1,AXIN1,EIF2D,ATE1,COX5A,SMG9,TRAF5,LONP2,ZMAT3,NMD3,SSRP1,PWWP2A,HSPH1,MRPL9,KIAA0100,MUM1,GSPT2,TRIO,ADO,RRM1,DLGAP4,TATDN3,MAN2B1,FAM136A,ZNF79,CDC73,YY1AP1,DDX56,ERV3-1,SMC3,RIMS3,DAPK1,PIGG,PIKFYVE,LPCAT1,SYTL3,PPA1,FAM171A1,DHX29,MTA2,ZNF574,MYBL2,ARID1A,EIF4H,AKAP1,PTPRF,EPRS,ZNF777,RBMX,DCK,ACLY,USP32,CABIN1,SLAIN1,SMPD4,GPI,TCOF1,NDE1,PPP6R3,PPP6R2,CDKN2A,ZNF511,EGLN1,ANKRD27,ABCA3,DNMT3A,POC1A,CAST,UBR2,OLA1,MYH9,NIPA2,BCL2L1,SAFB2,CPNE3,APP,DECR1,SHC1,NUP107,TTC3,ZC3H3,NAA35,RPRD1B,DCTN1,ATP6V1G1,CDKN2AIP,BRD4,DRAP1,PFKFB3,ATP6V0A1,GORAB,MEF2D,CDC23,ERC1,EML4,C19orf54,EIF3K,CDC16,JAK1,SAFB,CAMKMT,WDR7,RWDD4,ZBTB11,EYA2,LRCH1,USP13,POU3F2,NCOR2,ANKRD13D,PKP4,ZNF445,DEPDC1,C1orf112,MECP2,MANBA,FLOT1,SLC25A12,GMCL1,HLA-A,EBP,RBM17,HUWE1,PTEN,GEMIN6,UPF2,UBE3B,TMX1,HNRNPM,SPTAN1,PDLIM2,KAT2A,HEBP2,TBRG4,MTMR12,RAB3IP,ARSK,KIF11,MACF1,MARK2,CBX3,RPA1,YIF1A,SH3BP5,NUCB1,SLC19A1,KIF18A,POLE,SLC38A7,TTLL4,TATDN2,MAPK6,LRPPRC,DDX5,PSAP,TAF6,USF2,IGBP1,UBL3,COX15,TMEM184B,COPA,DCAF15,NF1,PPP1R15B,HMGXB3,MCCC1,UBE2Z,SIRT2,COMMD5,USP48,FANCI,LIN9,DST,EIF4A3,JAZF1,IL6ST,INTS1,GPATCH1,JOSD1,RP2,TRIM14,PTPRK,DEAF1,LARS,SNRNP200,CELSR2,PBXIP1,LAP3,SNRPB,VHL,RAD51AP1,TLK1,LRBA,RRM2,SLC25A22,IL12RB1,BRCA1,ESYT1,KMT2C,CHAF1A,NECAP2,OPTN,GEMIN5,PAF1,MAN2A2,AGPAT2,CHD3,NIP7,SPATA2,SH3GLB2,STK11,GALNT10,ZNF45,COPS6,GLCCI1,POT1,PSMC1,LZTR1,HJURP,PCSK7,CDK13,PPP3CB,DNAJB1,DOCK11,TTF1,QSOX2,ARID1B,NUP205,SNRNP25,RB1,CCP110,CTR9,SLC27A4,MDFIC,KIFAP3,MAML1,ABCC1,ZNF189,TSTA3,SUGP2,EIF2AK1,KRAS,THNSL1,VKORC1,EIF4G2,RBM38,CAND1,EVC2,GNAS,TSC1,PCM1,TMEM168,CDC27,PRPS2,NFIL3,SIAH2,ZDHHC7,KIAA1328,RBBP4,EHD4,MYO9A,UNC13C,NIPA1,ZBTB24,TCF12,FEZ2,IMMT,CYLD,ASH1L,COPE,UCK1,ORC1,CHD1,RPL11,HNRNPA2B1,NRF1,CS,RPAP1,RPN2,CORO1A,ZNF770,GM2A,RLIM,SNX25,ARHGAP17,PSMA8,ANKRD33B,PPIE,NLN,BICD2,KDM1B,MRPS14,EIF3G,USP36,ATP1A1,PSMD3,STAT6,ANP32E,AKNA,USP11,CHID1,ABCA1,PDCD2L,TSPAN5,SMAD4,PARD3,KIF3B,TRIP12,EYA1,ARFIP2,NKRF,AP3S1,XPR1,MAN1A1,FGFR3,KLHL20,SEC24C,RRBP1,ATG13,DDX31,ABCD1,TTC17,LDLRAD3,ORC3,STAT3,SLC35A1,YTHDC1,TGFB1,CNTN5,NASP,ASPM,ZMYM5,TOP3A,COG1,MEN1,MFN2,OSBPL8,SRSF3,ACADM,UBE2C,RPS6KC1,HRAS,IFI16 rhabdomyosarcoma rhabdomyosarcoma 0.999855775682109 -0.000144234719218429 4239 559 0.21608040201005 2587 17385 54520,51696,65986,118,7249,9682,89845,9091,3074,81669,200539,29904,1031,5887,51102,23047,1408,9972,11319,57414,9736,284001,2067,4893,83693,84545,56992,23559,55974,25855,79026,8312,23417,11101,54480,27250,8086,5214,124411,6749,79142,389,51622,1660,51715,6522,84133,440275,10081,83464,5073,79577,4000,65992,54606,25896,3632,1954,25793,9343,50628,22870,51631,221937,7916,9821,9489,9219,4605,55700,4350,23154,9124,2114,22902,10611,11222,57679,84079,90933,9232,288,9557,23038,4627,84798,54467,57189,151188,25909,23616,51096,1854,1185,57506,1386,1639,8904,79956,9448,79807,4144,64599,23603,28996,1762,10531,7804,8975,353274,309,51643,80829,55102,9354,2113,88745,56902,5708,120,79833,53373,4670,6709,7128,2581,51426,23313,3939,2014,54545,27340,6573,643641,81930,9817,9797,23473,10447,1622,5371,10128,4065,64782,23179,84875,54865,23505,1355,375790,29937,9919,5621,1390,55120,200424,9231,23225,221294,55687,7516,2120,10057,23429,157680,4234,118460,26469,54468,11176,10635,7430,990,4041,3594,672,10133,1731,195828,11270,8754,92714,9780,1855,23272,55768,79760,339230,163050,348180,8216,11331,1063,6383,1327,139818,6018,55316,57492,9684,5925,92912,81671,10999,90678,65985,157922,23168,3845,1982,25852,55544,157567,166379,6390,2803,5108,2590,996,79728,8773,84166,4649,440279,56647,84231,196528,56949,7675,7812,4193,27154,54521,9562,116447,90864,10105,51780,55334,330,7832,651746,7879,4773,51031,51069,1198,22937,11329,115426,8648,3020,54532,56288,51530,127002,57508,81620,285362,80010,28969,55681,8323,56897,5771,57519,1520,54838,64794,84172,23595,818,55328,56342,91746,53,1465,23365,3029,89941,4758,7165,57045,7030,56987,1869,2734,10868,84668,3516,7026,10015,79717,23511,4712,29801,6890,7329,25864,3833,22852,84922,55010,147807,114294,4288,11218,899,9203,146909,7174,4134,689,90850,23586,2130,1725,63922,22839,9493,4853,84908,4125,55015,23042,4849,80011,9731,6184,431707,51320,223082,83855,54872,4436,23545,5833,64976,84282,200576,54882,221061,1936,8542,23515,9655,2222,8289,5339,8175,4548,219988,10694,5605,55361,355,27153,79573,1633,27316,81610,23523,6949,9701,4217,11165,1029,1788,4287,5894,23451,162,7957,51293,390916,1666,334,22992,9110,7267,9716,389677,23141,57130,4289,8452,26502,57691,23431,27436,55139,8427,128308,54487,23015,84264,6400,22926,7518,22984,5454,9612,338692,4126,4204,7086,10314,23753,10363,54497,5728,10598,24147,5781,116541,26019,2956,23241,64236,65094,55734,55690,55227,23499,10897,55654,128061,4236,7027,53407,8570,705,644815,50619,1642,142678,221150,261734,25829,1314,4763,29796,54890,7841,23456,3267,6621,79943,91752,63892,2806,10745,54776,55094,9524,4968,10498,165055,51056,51259,6659,58508,10036,25929,11200,1191,6231,823,10723,6209,55596,9159,29924,4205,63929,2053,51593,54764,9690,55728,9114,23152,10147,83939,79001,9636,132884,2778,7248,146198,30844,64776,80097,10989,9637,10523,221092,5395,6597,3661,10605,23243,10849,10270,5537,27429,51132,56893,6404,6310,55741,553115,5445,56931,11234,949,80709,57154,80346,19,8535,57106,9320,2138,57410,4650,10227,3799,2261,29117,9181,90522,79033,387882,4644,7040,9894,55827,4678,51571,55254,259266,92797,152579,117584,8189,6626,3106,5976,29028,9844,1955,9406,80152,114785,6428,83940,8985,3265 CCDC93,HECA,ZBTB10,ADD1,TSC2,KDM4A,ABCC10,PIGQ,HEXB,CCNL2,ANKRD23,EEF2K,CDKN2C,RAD23B,MECR,PDS5B,CRY2,NUP153,ECD,RHBDD2,USP34,CCDC57,ERCC1,NRAS,HSDL1,MRPL43,KIF15,WBP1,SLC50A1,BRMS1,AHNAK,AXIN1,MLYCD,ATE1,CHPF2,PDCD4,AAAS,PFKP,ZNF720,SSRP1,PHF23,RHOC,CCZ1,DHX9,RAB23,SLC4A2,ZNRF3,EIF2AK4,PDCD7,APH1B,PARN,CDC73,LMNA,DDRGK1,DDX56,INTS7,INPP5A,MEGF8,FBXO7,EFTUD2,GEMIN4,PPP6R1,LUC7L2,FOXK1,PRRC2A,RB1CC1,PGS1,MTA2,MYBL2,MAP7D1,MPG,NCDN,PDLIM1,ETS2,RUFY3,PDLIM5,MRPL3,ALS2,ANKRD27,TRIM41,PTTG1,ANK3,CHD1L,WDTC1,MYH9,C19orf48,ANKIB1,KIAA1147,ARL6IP6,AHCTF1,SH3BP1,UTP18,DUT,CLCN6,MAVS,ATF2,DCTN1,CPNE1,ERMP1,MAP4K4,GSTCD,MAT2A,GIGYF1,CORO1C,HIPK2,DMWD,PITRM1,LRP8,USP13,ZNF445,ANXA6,TMBIM4,ZFP91,ATG2B,UBE4A,ETS1,RRP36,PNO1,PSMD2,ADD3,GEMIN6,TPCN1,HNRNPM,SPTAN1,TNFAIP3,GALC,POLK,KIAA0930,LDHA,EMP3,MTMR12,UTP20,SLC19A1,ZNF862,KIF18A,KEAP1,TATDN2,CAPN7,FAM3C,DBI,PML,LRPPRC,LY75,AEN,RGL1,PARP10,GPATCH4,TMEM131,COX15,AGRN,NENF,SEC16A,PRNP,CREM,FANCL,TET3,DLG5,NUP210,NT5DC1,TRMU,XRCC2,ETV6,ABCC5,RYBP,VPS13B,METTL1,EXOSC6,PTPN18,MIOS,BAZ2A,RAD51AP1,EZR,CDC6,LRP5,IL12RB1,BRCA1,OPTN,SEPT1,ZNF367,NRM,ADAM9,ARRDC1,PIEZO1,DVL1,FAM208A,NGLY1,GEMIN7,CCDC137,ZNF564,CTU2,LZTR1,PHB2,CENPF,SDC2,COX4I1,DOCK11,RLF,RSAD1,ARID1B,LRRC14,RB1,UBE2Q2,VMP1,SLC27A4,LRSAM1,AACS,CAMSAP1,RTF1,KRAS,EIF4G2,ARMC8,RBM38,ANKRD46,BBS12,SDHB,GOLGA4,PCM1,GALNT2,CDC27,PALB2,SNAP23,NLRC5,MYO9A,UNC13C,BCCIP,TRAF7,ARID2,XAB2,ZNF121,CSDE1,MDM2,BRPF3,WDR44,MINPP1,TOP1MT,SPSB3,PPIF,KDM3B,SLC39A9,BIRC3,BTG2,ANKRD33B,RAB7A,NFATC2,GLOD4,MRPL2,CLK3,SCAP,STK38,UHRF2,NCOA1,H3F3A,USP53,PARD3,ZC3HC1,ATXN7L2,INTS2,CDT1,SUMF1,RMI1,BZW2,SCYL2,FZD6,WRNIP1,PTPN2,STARD9,CTSS,WBP1L,DDX31,POLR1B,ORC3,CAMK2G,RNLS,PPAN,YTHDC1,ACP2,CSRP1,ARHGEF12,HAGH,RHOT2,NEU1,TPD52L2,TWSG1,TFE3,BBX,E2F1,GLG1,USP20,FAM126A,RBPJ,NR2F2,PDCD6IP,PPCS,NUP188,NDUFB6,ZDHHC8,TAP1,UBE2I,ABHD14A,KIFC1,ANKRD26,FIZ1,PARPBP,ZNF524,LACTB,MKI67,DDX20,CCNF,ZMYM3,KIF18B,TPP2,MAP4,BTF3,ZNF598,DDX58,EWSR1,DHPS,CHTF18,DLGAP4,KIF23,NOTCH2,FAM136A,MAN2B1,PRPF39,PDXDC1,CNOT3,FAM192A,CEP104,RPN1,LHX8,MEX3C,ZNRF2,KLF16,PIGG,MSH2,ATP6V0A2,PCYT2,MRPL40,RNF135,PIKFYVE,ANKHD1,FAM171A1,EEF1D,APOL1,MORC3,SOCS5,FDFT1,ARID1A,PLEC,SF3A2,MTR,PATL1,CCT8,MAP2K2,PI4K2A,FAS,ZNF777,TTC13,DCK,RBMX,FAM83D,CABIN1,TCOF1,PPP6R2,MAP3K5,NUDT3,CDKN2A,DNMT3A,ATXN3,RAF1,SF3B1,AP1B1,EPM2A,CD320,NUDT19,DECR1,APLP2,KDM2A,MTMR4,TTC3,AQR,RBM12B,ANKLE2,ATP13A1,MKLN1,CUL3,NARF,KIAA1586,AP4E1,EML4,ANKZF1,ZNF282,MRPL55,DGCR8,GOLGA8A,HAGHL,SEL1L,ATF6,XRCC4,PDCD11,POU3F2,NCOR2,ANKRD13D,MANBA,MECP2,TKT,LANCL1,SDF2L1,HMG20A,HEATR5B,PTEN,AHSA1,FJX1,PTPN11,MRPL54,UPF2,MSH6,PACS2,PDLIM2,JMJD4,ZFP64,PACS1,LRRC1,MACF1,YIF1A,TMEM127,C1orf131,MFAP1,TFDP1,STX18,KHSRP,BYSL,FAM83G,DEF6,DDB1,MIB2,SKA3,NPHP4,TMEM184B,COPA,NF1,UQCR10,ALKBH5,MOGS,ABCB10,AGFG1,SNAPC4,ZNF696,ZNF804A,THADA,GOT2,PHTF1,PPP1R12C,GPATCH1,TECR,OGG1,CARM1,CCDC138,LAP3,TMEM216,SOX4,KMT2C,CHAF1A,GEMIN5,CHEK2,CLU,RPS26,CAPN1,SLC12A7,RPS15,ZCCHC8,PCSK7,EPN1,MEF2A,XPNPEP3,EPHX2,SRRT,ZRANB1,UBE3C,N4BP2,ATP6V0D1,CIC,SUGP2,EIF2A,VKORC1,ISG15,EVC2,GNAS,TSC1,ZFP90,EHD4,C11orf1,MZT2B,IMMT,FEZ2,CHERP,HNRNPUL2,PMS2,SMARCA4,IRF3,PAIP1,ANKRD28,CD3EAP,AKAP8,PPP6C,HTRA2,RLIM,UBQLN4,SELPLG,ATXN1,EDEM2,PEF1,PON2,DUS3L,HPS5,SCARB1,AKNA,SMURF1,REEP4,ABCA1,CBX4,NAT14,TRIP12,EYA1,SCYL1,MYO9B,MFSD10,KIF5B,FGFR3,BRD7,ARHGEF2,YIF1B,ERI3,C12orf75,MYO5A,TGFB1,TELO2,DCAF6,NASP,FAM49B,TMEM39A,ASPM,HELB,SCFD2,RFFL,SYMPK,SNRPA,HLA-B,UPF1,ATAD2,ELMO1,MEGF9,ZRANB2,CENPT,MBD6,SRSF3,TATDN1,PLOD3,HRAS skin-shoulder-malignant_melanoma skin-shoulder-malignant_melanoma 0.999869788127633 -0.000130220350668561 367 32 0.012369540007731 2587 17385 102,116496,5879,3376,2806,25793,11108,26046,4728,3998,4893,22836,26048,9107,3845,25870,26503,9139,23499,2178,55818,5792,8897,84456,116985,8446,55568,10611,3265,10114,1029,11325 ADAM10,FAM129A,RAC1,IARS,GOT2,FBXO7,PRDM4,LTN1,NDUFS8,LMAN1,NRAS,RHOBTB3,ZNF500,MTMR6,KRAS,SUMF2,SLC17A5,CBFA2T2,MACF1,FANCE,KDM3A,PTPRF,MTMR3,L3MBTL3,ARAP1,DUSP11,GALNT10,PDLIM5,HRAS,HIPK3,CDKN2A,DDX42 large_intestine-colon-adenoma large_intestine-colon-adenoma 0.999900020980927 -9.99840173082962e-05 637 64 0.0247390800154619 2587 17385 5454,338692,21,1788,1314,9091,84939,4204,23708,84890,23647,64395,55922,116840,26051,57492,55215,79622,10075,5728,1612,7267,22920,11151,143458,79888,5094,4363,64236,53942,4893,57326,2551,651746,259266,10635,3845,4209,11083,8289,23299,11335,10133,4216,2778,6573,27153,5108,3984,6294,9797,201965,122060,1655,6794,54820,7188,10098,4089,3265,1029,123606,9841,8975 POU3F2,ANKRD13D,ABCA3,DNMT3A,COPA,PIGQ,MUM1,MECP2,GSPT2,ADO,ARFIP2,GMCL1,NKRF,CNTROB,PPP1R16B,ARID1B,FANCI,SNRNP25,HUWE1,PTEN,DAPK1,TTC3,KIFAP3,CORO1A,LDLRAD3,LPCAT1,PCBP2,ABCC1,PDLIM2,CNTN5,NRAS,PBXIP1,GABPA,ANKRD33B,ASPM,RAD51AP1,KRAS,MEF2D,DIDO1,ARID1A,BICD2,CBX3,OPTN,MAP3K4,GNAS,SLC19A1,ZNF777,PCM1,LIMK1,SAFB,TATDN2,RWDD4,SLAIN1,DDX5,STK11,NDE1,TRAF5,TSPAN5,SMAD4,HRAS,CDKN2A,NIPA1,ZBTB24,USP13 scalp scalp 0.999911159352412 -8.88445941525107e-05 2152 264 0.10204870506378 2587 17385 84838,79717,7249,102,30827,1659,5361,26051,6574,8761,29904,7391,8853,1785,25976,1786,8514,9736,11070,4893,114294,10210,26503,8541,4171,899,1207,79026,54502,138639,54480,8086,5214,114825,2130,9703,4594,4853,23042,4000,133746,57599,4174,9783,51564,4436,1612,23545,200576,9961,221061,79587,2222,221937,51604,9821,55700,5339,8289,10452,4548,1528,84295,51614,84669,23523,1029,56829,21,112858,288,5879,653519,22974,23276,9673,7957,890,25909,23616,23107,7267,7159,57506,10535,1386,1639,22875,8036,157313,85461,23085,90957,6873,2521,2139,8745,22927,8315,641,54497,3105,152789,5728,51512,1265,3945,79183,10194,7128,57062,6867,140609,57418,143,23499,5140,4542,5426,5597,10128,4065,60386,29062,10154,25829,375790,4763,29907,84196,51076,9815,7844,79943,80153,286826,667,23225,5906,26155,55094,11140,157680,10057,51520,1952,7428,6628,9194,150468,55193,58508,55692,1665,10133,4122,79735,55293,55699,4253,51719,6794,7596,64795,55355,55596,9777,3300,23389,63929,139818,2053,169714,23165,1119,5925,4775,203523,23759,27245,9690,1456,4363,50717,23152,3845,3384,79811,6257,2590,10492,4957,60412,84166,6625,79022,1540,55870,84231,196528,83549,6597,4998,5093,2132,4899,26015,55973,26048,6404,9107,163590,4773,9631,23705,64343,57602,8667,153478,124583,2620,949,4048,5594,66005,83596,55388,10045,11333,2138,10926,10865,23647,23142,56996,28969,5996,84705,3799,2261,2618,147184,26039,23595,143458,55761,4644,818,271,56342,57185,6868,259266,9382,84759,3029,9927,8897,84456,9844,5311,7026,3265,10114 ZNF496,PPCS,TSC2,ADAM10,CXXC1,DHX8,PLXNA1,PPP1R16B,SLC20A1,PABPC4,EEF2K,USF1,ASAP2,DNM2,TIPARP,DNMT1,KCNAB2,USP34,TMEM115,NRAS,LACTB,TOPORS,SLC17A5,PPFIA3,MCM2,CCNF,CLNS1A,AHNAK,RBM47,PTPDC1,CHPF2,AAAS,PFKP,PWWP2A,EWSR1,KIAA0100,MUT,NOTCH2,PDXDC1,LMNA,JMY,WDR48,MCM5,RIMS3,HDAC7,MSH2,DAPK1,ATP6V0A2,PIKFYVE,MVP,FAM171A1,CARS2,FDFT1,FOXK1,PIGT,RB1CC1,MAP7D1,PLEC,ARID1A,TOMM40,MTR,CYB5A,PHF6,ERGIC3,USP32,CABIN1,CDKN2A,ZC3HAV1,ABCA3,TP53RK,ANK3,RAC1,GPR89A,TPX2,KLHL18,SLC25A44,EPM2A,CCNA2,AHCTF1,SH3BP1,MRPS27,TTC3,TP53BP2,MAVS,RNASEH2A,ATF2,DCTN1,ENPP4,SHOC2,CDCA2,TANC1,ERC1,DHX57,TAF2,FUS,EYA2,ADAM23,HABP4,BRAP,BLM,HEATR5B,HLA-A,JAKMIP1,PTEN,GTSE1,CNN2,LDHB,TTPAL,TSHZ1,TNFAIP3,DDX24,TACC1,NEK7,WDR18,PARP4,MACF1,PDE3B,MYO1F,POLE,MAPK6,LRPPRC,LY75,SLC25A19,WDR91,PLXNC1,TMEM184B,AGRN,NF1,SNX15,USP48,CUTC,GIT2,RNF103,ZNF696,EDC3,LIN9,DST,NUP210,RAP1A,NOC2L,GPATCH1,CDC37,VPS13B,ABCC5,LARS,CELSR2,VHL,SNRPB,SLC16A7,CKAP2L,PBRM1,KMT2C,LUC7L,DHX15,OPTN,MAN2A2,TBC1D17,UEVLD,IARS2,MIA2,CAB39,STK11,ZNF45,RMND5A,HJURP,ZCCHC8,TM9SF4,DNAJB2,MED13L,XPNPEP3,DOCK11,EPHX2,QSOX2,NUP205,CHKA,RB1,NFATC3,ZNF449,PPIL2,AHDC1,UBE3C,CSNK1G3,ABCC1,DCAF8,CIC,KRAS,ICAM2,SLTM,RXRB,GALNT2,SYNCRIP,ODF2,EXOC4,NLRC5,SNRNP70,TMEM106C,CYLD,ASH1L,TRAF7,ARID2,UCK1,SMARCA4,ORC1,PCBP1,EXT2,NRF1,RPAP1,BCAP29,ZNF500,SELPLG,MTMR6,TOR1AIP2,NFATC2,NUP155,CADM1,AZI2,USP36,EIF3H,PLEKHG4B,CANT1,GAS2,SCARB1,LTA4H,MAPK1,CHID1,BCL2L12,MCM10,SH2D3A,PDAP1,EYA1,DBF4,ARID5A,ARFIP2,DCUN1D4,SLC12A9,BZW2,RGS1,GTPBP3,KIF5B,FGFR3,GART,TMEM99,SS18L1,ORC3,LDLRAD3,TTC17,MYO5A,CAMK2G,AMPD2,PPAN,NIPAL3,ADAM17,ASPM,COG1,PCGF1,HAGH,MFN2,MTMR3,L3MBTL3,ELMO1,PKD2,NR2F2,HRAS,HIPK3 acute_myeloid_leukaemia_therapy_related acute_myeloid_leukaemia_therapy_related 0.999943485745209 -5.65158517817339e-05 1558 182 0.0703517587939698 2587 17385 4149,7325,57128,4763,56922,65264,27044,121457,8678,80230,10914,55120,22852,5036,8853,998,63892,1808,221895,54680,92241,2120,6102,1836,23429,6731,284001,4893,23762,987,83693,4041,9212,9262,8312,4134,10084,4253,9128,55568,158427,10313,25913,64393,311,4729,2130,4659,26088,388272,6383,4853,440275,3693,23042,55225,64759,9126,23016,596,23194,51642,79888,79587,7743,81552,83696,10906,5558,9821,51072,4605,9452,8491,3845,989,55843,1528,84295,79139,51562,114885,4905,60412,64374,23523,4649,10611,440279,91768,284352,1788,55809,196528,91942,23304,23451,6513,288,143187,4998,526,351,10605,7626,152137,51096,4931,25771,79016,90141,23107,6185,7267,10768,1639,83891,55334,4289,83989,5229,8452,26610,23705,85461,8697,23085,54927,8881,3416,3716,54487,22937,79823,23335,949,54758,57673,57154,4048,2139,56288,51397,55593,55191,55907,1611,2138,29086,22906,55143,2971,55102,285362,7905,4121,5771,9456,3696,56259,5781,9555,89910,143458,23241,5530,53942,23365,9790,3784,55227,3832,55628,84303,8030,84456,9844,114882,53407,84668,26750,3265 MAX,UBE2E2,LYRM4,NF1,MCCC1,UBE2Z,SND1,IKBIP,BECN1,RUFY1,PAPOLA,FANCL,ANKRD26,PA2G4,ASAP2,CDC42,THADA,DPYSL2,JAZF1,ZNHIT6,RCSD1,ETV6,RP2,SLC26A2,RYBP,SRP72,CCDC57,NRAS,OSBP2,LRBA,HSDL1,LRP5,AURKB,STK17B,AXIN1,MAP4,PQBP1,MIA2,PRPF4,GALNT10,TSTD2,RTN3,POT1,ZMAT3,ANXA11,NDUFV2,EWSR1,PPP1R12A,GGA1,C16orf87,SDC2,NOTCH2,EIF2AK4,ITGB5,PDXDC1,RAVER2,TNS3,SMC3,EXOSC7,BCL2,FBXL7,MRPL48,LPCAT1,CARS2,ZNF189,VOPP1,TRAPPC9,TRAFD1,PRIM2,RB1CC1,MEMO1,MYBL2,ITM2A,MAP4K3,KRAS,SEPT7,ARHGAP15,CYB5A,PHF6,DERL1,MBIP,OSBPL11,NSF,EXOC4,SIL1,CABIN1,MYO9A,PDLIM5,UNC13C,CABLES1,PPP1R37,DNMT3A,TRERF1,ARID2,NDUFAF2,UBR2,SF3B1,SLC2A1,ANK3,VTI1A,ORC1,ATP6V1B2,APP,PAIP1,ZNF75D,CCDC50,UTP18,NVL,TBC1D22A,DDA1,EFCAB11,MRPS27,RPN2,TTC3,AHCYL1,DCTN1,SNX25,SLC39A9,MKLN1,FAM172A,PGGT1B,CUL3,ELP4,CADM1,TANC1,CDC23,ERC1,CHCHD3,CDC16,IDE,JAK1,DGCR8,SCAP,CAMKMT,WDR7,SCARB1,KLHDC4,BEND3,SMURF1,LTA4H,EYA2,PARD3,COMMD10,OTUD5,NADSYN1,CMAS,DAP,EYA1,BABAM1,TRAK1,CDCA8,GTF3A,ATG2B,SUMF1,REEP5,MAN1A1,PTPN2,HOMER1,ITGB8,CTNNBL1,PTPN11,H2AFY,UBE3B,LDLRAD3,PACS2,PPP3CA,CNTN5,ARHGEF12,BMS1,KCNQ1,LRRC1,KIF11,ZNF407,CHCHD6,CCDC6,L3MBTL3,ELMO1,OSBPL8,STX18,FAM126A,RPS6KC1,HRAS haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_myeloid_leukaemia_therapy_related haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_myeloid_leukaemia_therapy_related 0.999943485745209 -5.65158517817339e-05 1558 182 0.0703517587939698 2587 17385 4149,7325,57128,4763,56922,65264,27044,121457,8678,80230,10914,55120,22852,5036,8853,998,63892,1808,221895,54680,92241,2120,6102,1836,23429,6731,284001,4893,23762,987,83693,4041,9212,9262,8312,4134,10084,4253,9128,55568,158427,10313,25913,64393,311,4729,2130,4659,26088,388272,6383,4853,440275,3693,23042,55225,64759,9126,23016,596,23194,51642,79888,79587,7743,81552,83696,10906,5558,9821,51072,4605,9452,8491,3845,989,55843,1528,84295,79139,51562,114885,4905,60412,64374,23523,4649,10611,440279,91768,284352,1788,55809,196528,91942,23304,23451,6513,288,143187,4998,526,351,10605,7626,152137,51096,4931,25771,79016,90141,23107,6185,7267,10768,1639,83891,55334,4289,83989,5229,8452,26610,23705,85461,8697,23085,54927,8881,3416,3716,54487,22937,79823,23335,949,54758,57673,57154,4048,2139,56288,51397,55593,55191,55907,1611,2138,29086,22906,55143,2971,55102,285362,7905,4121,5771,9456,3696,56259,5781,9555,89910,143458,23241,5530,53942,23365,9790,3784,55227,3832,55628,84303,8030,84456,9844,114882,53407,84668,26750,3265 MAX,UBE2E2,LYRM4,NF1,MCCC1,UBE2Z,SND1,IKBIP,BECN1,RUFY1,PAPOLA,FANCL,ANKRD26,PA2G4,ASAP2,CDC42,THADA,DPYSL2,JAZF1,ZNHIT6,RCSD1,ETV6,RP2,SLC26A2,RYBP,SRP72,CCDC57,NRAS,OSBP2,LRBA,HSDL1,LRP5,AURKB,STK17B,AXIN1,MAP4,PQBP1,MIA2,PRPF4,GALNT10,TSTD2,RTN3,POT1,ZMAT3,ANXA11,NDUFV2,EWSR1,PPP1R12A,GGA1,C16orf87,SDC2,NOTCH2,EIF2AK4,ITGB5,PDXDC1,RAVER2,TNS3,SMC3,EXOSC7,BCL2,FBXL7,MRPL48,LPCAT1,CARS2,ZNF189,VOPP1,TRAPPC9,TRAFD1,PRIM2,RB1CC1,MEMO1,MYBL2,ITM2A,MAP4K3,KRAS,SEPT7,ARHGAP15,CYB5A,PHF6,DERL1,MBIP,OSBPL11,NSF,EXOC4,SIL1,CABIN1,MYO9A,PDLIM5,UNC13C,CABLES1,PPP1R37,DNMT3A,TRERF1,ARID2,NDUFAF2,UBR2,SF3B1,SLC2A1,ANK3,VTI1A,ORC1,ATP6V1B2,APP,PAIP1,ZNF75D,CCDC50,UTP18,NVL,TBC1D22A,DDA1,EFCAB11,MRPS27,RPN2,TTC3,AHCYL1,DCTN1,SNX25,SLC39A9,MKLN1,FAM172A,PGGT1B,CUL3,ELP4,CADM1,TANC1,CDC23,ERC1,CHCHD3,CDC16,IDE,JAK1,DGCR8,SCAP,CAMKMT,WDR7,SCARB1,KLHDC4,BEND3,SMURF1,LTA4H,EYA2,PARD3,COMMD10,OTUD5,NADSYN1,CMAS,DAP,EYA1,BABAM1,TRAK1,CDCA8,GTF3A,ATG2B,SUMF1,REEP5,MAN1A1,PTPN2,HOMER1,ITGB8,CTNNBL1,PTPN11,H2AFY,UBE3B,LDLRAD3,PACS2,PPP3CA,CNTN5,ARHGEF12,BMS1,KCNQ1,LRRC1,KIF11,ZNF407,CHCHD6,CCDC6,L3MBTL3,ELMO1,OSBPL8,STX18,FAM126A,RPS6KC1,HRAS thyroid-other-neoplasm thyroid-other-neoplasm 0.999974238135552 -2.57621962904774e-05 7848 1074 0.41515268650947 2587 17385 51696,7249,3074,51110,51239,10838,29904,51078,55172,79572,51102,1785,139596,25976,122416,4249,117246,9736,284001,22836,4893,56992,11169,11083,889,79026,399687,6041,54480,4946,84275,55916,59269,51622,84939,7204,79734,5073,79577,115201,374395,2086,1954,50628,219927,9961,26986,22870,387338,5464,3475,55109,79171,221937,9219,55253,9100,6746,55700,4580,2002,2114,129450,26100,91603,10611,80221,11336,90933,25886,288,54662,283899,10539,8895,220869,57189,7920,55147,26233,25909,23616,9112,79876,1185,55752,23171,23144,79031,29886,8904,79956,79607,3419,51340,1153,1871,5209,92344,4209,10430,85461,64599,3796,64770,286053,79823,152006,1762,10531,203068,8975,80829,22927,10211,11119,11091,140809,51280,84878,5708,10075,9138,80218,374655,6709,79183,57062,6867,57380,56967,8301,6573,51,64782,975,84875,23505,64743,81559,64848,27044,80230,201292,55215,10444,11103,1390,200424,23225,84662,26173,26155,10460,5347,26469,10801,1952,54468,51107,153364,8624,150468,3594,55840,55692,27005,55707,89122,10555,1107,92714,9128,3838,84277,1201,23272,55768,25913,339230,163050,64795,348180,55355,11331,3300,1063,1327,203054,55316,57492,64759,6945,126432,7507,155061,9646,191,5935,2733,90678,8508,8861,157922,79091,26060,55544,3663,6257,2590,84166,55625,64374,92675,440279,7874,9092,26092,6513,79038,56889,526,5093,55900,26015,81928,116447,10768,10106,90864,27339,10105,51780,1182,330,163131,9674,5538,651746,9631,79651,8667,57794,5933,10922,11329,115426,7517,63027,4089,83596,10463,55191,85451,9903,2971,56996,64151,10844,4189,8916,84705,9456,54838,84172,55328,29890,56342,10061,7284,5905,23365,50640,3029,8539,7726,10016,83541,55247,1486,3614,124446,10868,23511,4149,10015,7798,283464,102,5589,30827,10713,54187,7329,4942,51312,57168,22852,25926,84922,6434,27097,6731,147807,23762,54888,1207,84444,4216,55608,7174,4134,8704,53635,55119,80331,1725,5562,6240,22839,9744,2683,7633,55858,23042,374291,4849,55666,80011,9731,23016,51088,55144,223082,1612,54872,1537,221061,8542,9655,5558,22936,157506,4242,64763,79169,26003,8289,154,5605,8165,28231,23640,79573,27316,51586,116985,81610,84669,23523,2821,1029,118472,4287,112858,9230,9778,7389,91252,7957,51293,390916,115,10535,389677,51755,23476,220323,10589,26502,7417,56262,9088,51321,8427,29082,1650,54487,84264,55871,56926,57673,2139,4719,9334,4126,7086,199870,51439,54497,3105,11060,8812,22826,23587,24147,5781,8313,6143,10370,4696,2956,64236,65094,158,55690,9790,23252,23499,1316,51100,4542,4947,284403,29062,6878,9700,644815,79711,7629,1314,57661,55585,23456,81631,9801,79943,78991,23336,2806,10572,221895,84154,55094,26505,10498,55255,10522,51520,23020,165055,51056,7428,987,140890,25870,58508,11054,5635,4122,56478,56904,79777,9031,10795,6794,1191,27183,56994,158427,8816,64689,135293,63929,169714,7270,23165,1119,23625,54764,10906,10147,2629,84447,1613,132884,84930,79672,6566,30844,6625,79585,9637,4191,5395,6597,4998,23155,3181,54700,165324,9928,51013,10126,5450,6404,6310,23299,64224,54472,6203,8050,5445,56931,6836,11234,406,2289,84336,5594,65980,84306,19,57106,9320,57410,53371,26511,5074,4650,10608,79072,2261,653784,6238,9181,9776,4728,143458,6774,57553,4644,7040,55827,51571,51300,55254,152579,9382,728642,7942,5976,9844,23264,38,1955,80152,57178,8985,3265,5866,57688,54520,9682,9091,26051,8761,805,55876,84081,9910,6429,9972,1263,79894,11070,84545,389072,10592,8541,170394,55717,3984,25824,11101,56006,84851,5214,11325,4729,64781,6522,7155,84133,3693,4000,92745,3632,9678,3344,51172,23270,7916,9489,54505,11253,54881,4605,54887,4350,23154,389257,5792,114885,79080,57472,3073,11236,54583,284352,84079,21,23304,9557,22879,23038,4627,81614,10308,6941,9667,8027,23683,23011,488,51096,54877,81573,57506,79571,113,1639,84722,157313,3301,10521,56834,284325,6873,8881,28996,147381,148022,2521,8566,8161,7804,6187,51643,22906,56902,65095,824,2079,120,79723,5511,51512,23170,3613,4670,3945,126321,5170,7083,254552,7128,2581,55173,7784,10212,7733,643641,9817,5426,8030,5307,23473,5371,10128,60386,4065,23179,3476,6723,375790,9984,10007,56922,10423,9294,9919,329,64756,9231,5296,60490,200081,55199,55749,10057,3035,57326,9874,7430,4041,672,23344,8575,54443,8675,2035,55038,4796,4669,55278,60,9780,7596,113263,83590,10664,5532,8702,139818,51379,51735,9684,5925,7408,116150,27245,58986,9794,9267,27102,3845,5704,150771,2803,996,5634,54496,166815,4698,1540,56949,54148,11316,54985,284273,84268,7812,11151,9562,1856,134359,1209,1371,84948,65010,4773,221656,57602,6426,22937,5709,126328,55192,8648,54532,51629,51530,127002,57508,9150,27333,81620,10865,79677,285362,23062,1176,7037,56897,57519,51372,215,64794,79019,53942,7753,89941,3840,9342,2734,5311,11065,2653,29801,79073,6890,5361,891,51728,3833,79007,606495,55010,994,1786,81929,208,55035,4288,11218,9212,51005,51809,90411,292,7763,55572,5714,10785,55526,23212,409,10313,90850,114825,54923,3133,63922,84890,4125,4853,11243,133746,4724,8837,83855,112574,5833,200576,84282,79888,1936,55794,2512,79837,5339,219988,8175,27153,1633,47,80124,6949,9701,4217,7528,91768,56829,1788,90196,9816,6195,162,6389,54386,1912,80308,50626,229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MA7,ABCD1,DDX31,CENPM,CNTN5,ZNF202,RHOT2,KPNA4,SNAP29,GLG1,PKD2,UBE2C,GCSH,ZDHHC8,TMEM109,TAP1,PLXNA1,CCNB1,POLR3K,KIFC1,DBNDD1,CYB5RL,PARPBP,CDC25B,DNMT1,SEH1L,AKT2,NOL8,MKI67,DDX20,AURKB,AMDHD2,GALNT7,MCFD2,SLC25A5,ZFAND5,FOXRED1,PSMD8,WDR4,DHTKD1,RRS1,ARRB2,RTN3,ZNF598,PWWP2A,LIME1,HLA-E,CHTF18,ADO,MAN2B1,NOTCH2,PMF1,JMY,NDUFS4,CFLAR,KLF16,SNX18,PCYT2,PIKFYVE,RNF135,LPCAT1,EEF1D,DDX28,FTL,PIP4K2C,PLEC,PATL1,SF3A2,ZNF777,DCK,ACLY,VCPIP1,TCOF1,PPP6R2,MAP3K5,YY1,CABLES1,ZC3HAV1,DNMT3A,SYS1,URB2,RPS6KA1,AP1B1,SDHA,TERF2IP,PHC2,FLAD1,CYHR1,KDM2A,CDKN1B,TALDO1,TMBIM1,GPX4,CCT2,MAPRE2,ATP13A1,MKLN1,ERF,GALK2,SHCBP1,GAR1,AP4E1,DHX57,PRDM11,VEZF1,HSPA4,JAK1,GOLGA8A,TBL3,H2AFX,KLHDC4,TRIM32,PDCD11,ATMIN,POLQ,NCOR2,ANKRD13D,SCAMP3,MRI1,TCF3,BABAM1,MYNN,FOXO3,GTF2F1,TMCC3,PTEN,CENPJ,CRAT,SLC38A10,UPF2,CNPY3,IFT46,NCOA2,PACS2,TSHZ1,ZFP64,STRIP1,DENND4C,NET1,WDR18,PARP4,TBRG4,ANAPC2,LRRC1,ECH1,PLD3,GNA12,NUCB1,SLC38A7,TTLL4,TFDP1,STX18,ASNA1,BRWD3,ESYT2,MIB2,NPHP4,UBE2E2,SKA3,PLXNC1,NF1,DCAF15,UBN1,ZNF107,TAF6L,KIF2C,SNRPD3,SNAPC4,BCAT2,ZNF804A,THADA,IMPAD1,ATG3,RCSD1,PPP1R12C,ZBTB22,RP2,TECR,TRIM14,ELOF1,FYTTD1,TDP1,SLC16A7,RRM2,STK17B,CHAF1A,UBTF,GEMIN5,SPATA2,IARS2,ATXN2L,GALNT10,SLC12A7,RPS15,TBC1D12,AGTRAP,MED13L,XPO7,BANF1,ZNF335,BCL2,KNTC1,UBE3C,N4BP2,KDELR1,ZNF189,VOPP1,TSTA3,CIC,SEPT7,ISG15,GNAS,NAP1L1,RBM25,ODF2,EXOC4,KIAA1328,PTDSS1,C7orf26,MBD1,MMACHC,ASH1L,CHERP,WDYHV1,HNRNPUL2,IRF3,ANKLE1,CCDC50,AKAP8,PARL,RPN2,SCAMP4,PDIA6,F2R,ABI1,FAM172A,ZNF500,WIPF1,BUD13,GFER,EIF3G,RAD54B,ZNF317,TULP3,GADD45B,CANT1,SCARB1,AKNA,REEP4,TSPAN5,CBX4,MAGEH1,CDS2,SH2D3A,MRPS26,LETMD1,SAC3D1,MAN1A1,CTNNBL1,CLDND1,MRPL11,SAMD4B,TELO2,CSNK1G2,ZDHHC18,HMGN1,PPP1R21,PRKAR1B,WDR81,MEN1,ZNF407,SNRPA,HSPA1B,MFN2,HLA-B,KBTBD7,MBD6,PREPL oesophagus-middle_third-carcinoma-squamous_cell_carcinoma oesophagus-middle_third-carcinoma-squamous_cell_carcinoma 0.999984403816008 -1.55963056141548e-05 3620 461 0.178198685736374 2587 17385 102,10947,1659,253943,8454,387921,891,26051,170622,29904,55876,606495,6429,8907,139596,9972,27097,11319,25976,988,1263,79894,8910,84527,208,4288,11169,11218,54531,51005,51809,11083,899,5982,9203,30968,84444,55677,79026,55717,10972,5714,8312,399687,6483,4946,83752,23586,59269,9703,51622,5562,51715,64781,9493,5827,2145,440275,4853,7633,4849,10615,115201,9126,51088,401152,1612,1503,284695,3344,23545,1537,200576,9961,79902,94120,221061,51631,79587,55794,9648,2117,51604,5558,22936,9219,23560,64763,79169,1635,5339,8289,154,55818,9782,23,8175,8165,389257,79573,139735,51614,80124,23523,7528,91603,9701,80221,57679,1029,56829,11336,284352,21,1788,84614,23451,6195,831,23512,288,22879,143187,22974,4627,54662,347734,9673,10539,85021,2783,80308,7626,25909,6672,7586,9110,51096,2926,79876,30000,57117,81573,7267,9716,6888,23144,79571,51755,254225,1639,2879,23141,57130,79956,79607,23741,9448,23558,5209,56262,26610,157313,4209,85461,5861,11232,79801,2287,90957,56981,10521,55139,8881,3716,5525,28996,6176,64327,6400,56926,54758,10531,10721,23143,8975,51397,10211,8604,55102,9354,88745,57458,55159,27430,51117,10075,5728,55835,89910,58505,81542,23241,10499,4670,10051,6709,57062,55863,55667,163486,29882,54545,9790,117177,55288,3832,60558,23499,8301,27340,64423,7733,6448,9817,9146,9654,5371,10128,4065,64782,79968,9700,1642,192286,23505,64766,9984,1314,10154,10007,4763,81559,116496,57661,10629,2030,9815,329,79943,587,10444,1390,11103,286826,200424,667,4218,5296,2120,1983,79892,9830,10460,157680,10522,10801,54468,57326,3035,990,23344,55840,57050,58508,10133,10195,4122,54623,1731,56478,10555,54014,55293,1107,4669,23350,55699,11273,9031,9128,9780,55568,11200,140831,1201,23272,28998,56994,10723,23556,83590,4659,1063,85409,8621,4205,9967,23039,57492,51593,51735,64759,5925,4775,84246,23303,63925,8914,10999,191,22920,51642,9735,9690,84064,1456,4363,10945,50809,83696,65985,157922,84135,84447,79091,25852,79811,1613,55843,7727,157567,166379,55832,7248,2803,2590,150771,10492,79728,55625,54496,6625,4649,84280,440279,116461,9841,79022,10163,7360,56949,56255,221092,55659,64121,526,9453,5886,6135,7409,79595,7812,3376,152137,55900,10849,5134,55486,139322,51108,60343,54989,51780,55114,163131,651746,1371,57404,6310,4773,23299,8666,51031,5445,476,8449,100188893,11234,406,80818,2289,8648,283377,57154,56288,55161,27000,9371,9150,10045,9903,2138,257218,81620,54495,5074,2971,64151,80010,84705,8916,5771,6509,10283,6238,147184,55761,6774,4644,29890,9837,9894,1455,55827,6868,53942,53,79366,259266,9205,5575,9382,23365,23398,89941,84303,6897,150726,29028,57045,114882,10868,124446,84668,114785,80152,57178,7026,5223,5866 ADAM10,AP3M2,DHX8,YTHDF3,CUL1,NHLRC3,CCNB1,PPP1R16B,COMMD6,EEF2K,GSDMB,CYB5RL,SRSF4,AP1M1,UPRT,NUP153,TAF5L,ECD,TIPARP,CDC5L,PLK3,ZNF672,SGCE,ZNF559,AKT2,MKI67,WDHD1,DDX20,MIER2,AMDHD2,GALNT7,DIDO1,CCNF,RFC2,ZMYM3,STOML2,DOT1L,IWS1,AHNAK,WDR11,TMED10,PSMD8,AXIN1,MYO18A,ST3GAL2,OAZ1,LONP2,DDX58,HIVEP3,KIAA0100,CCZ1,PRKAA1,RAB23,CERK,KIF23,PXMP2,EZH1,EIF2AK4,NOTCH2,ZNF79,CNOT3,SPAG5,ATG4A,SMC3,KLHL5,C4orf3,DAPK1,CTPS1,ZNF326,FOXN2,ATP6V0A2,CYC1,PIKFYVE,MVP,NUP85,SYTL3,FAM171A1,LUC7L2,CARS2,DDX28,GCC2,ETV3,PIGT,PRIM2,ELL2,MTA2,GTPBP4,ZNF574,C1orf35,DCTD,PLEC,ARID1A,ADRB2,KDM3A,MATR3,ABCF1,SF3A2,AKAP1,LRRC14B,TTC13,ZFP92,ERGIC3,VCPIP1,CABIN1,YY1,ZNF830,PPP6R2,ACSF2,ALS2,CDKN2A,ZC3HAV1,EXOC3,PPP1R37,ABCA3,DNMT3A,ZBTB37,SF3B1,RPS6KA1,CAST,SUZ12,ANK3,MON1B,VTI1A,TPX2,MYH9,TBC1D13,SLC35B2,SLC25A44,GLRX3,REPS1,GNB2,FLAD1,ZNF75D,AHCTF1,SP100,ZKSCAN1,MTMR4,UTP18,GRSF1,UBA5,TNPO2,INTS12,ANKRD13C,TTC3,AQR,TALDO1,ZC3H3,GCC1,CDK12,RNF169,DCTN1,GPX4,ANKLE2,ATP13A1,ERMP1,FAM118B,EID1,MAP4K4,WBP2,PFKFB3,LRRC8A,ELP4,CDCA2,MEF2D,TANC1,RAB1A,POLG2,SHCBP1,FKBP3,DHX57,PRDM11,DDX17,ANKZF1,CDC16,JAK1,PPP2R5A,HIPK2,RPLP1,LMBR1,SEL1L,NCLN,KLHDC4,PITRM1,POLQ,LRCH1,USP13,COMMD10,FLOT1,SLC25A12,ATG2B,UBE4A,RRP36,TMCC3,RFWD3,MAT2B,COQ4,HUWE1,PTEN,CENPJ,UBE3B,OSTC,TMX1,PACS2,NCOA2,HNRNPM,SMC4,SPTAN1,DDX24,TMEM126B,DENND4C,DENND1B,ANAPC2,MTMR12,BMS1,RAB3IP,RHOT1,KIF11,GUF1,MACF1,PICALM,UTP20,INF2,ZNF180,SGSH,KEAP1,HGS,TTLL4,PML,LRPPRC,LY75,AEN,WDR76,ESPL1,DDB1,HIGD2A,TMEM131,S100PBP,THOC1,COPA,PLXNC1,GNPDA1,NF1,TRIM11,FAM129A,PHRF1,TAF6L,SLC29A1,GIT2,BIRC2,ZNF696,BCAT2,ZER1,CREM,KRR1,LIN9,TET3,DST,RAB8A,PIK3R2,ETV6,EIF5,MCMBP,TRIM14,TACC3,VPS13B,DEAF1,SEPT9,MIOS,PBXIP1,HARS,CDC6,ESYT1,EAF2,UTP3,KMT2C,OPTN,ALG3,MAN2A2,PAF1,SEPT1,EIF4ENIF1,AGPAT2,BRWD1,UEVLD,CHD3,NAGLU,U2SURP,IARS2,ATXN2L,BAZ1B,PRPF4,PIEZO1,GALNT10,CHEK2,ZSWIM3,CLN3,FAM208A,MRPL13,CHPT1,SLC12A7,PIGN,TMUB1,PPP1R12A,CENPF,NKD2,CDK13,MEF2A,THRAP3,XPO7,ARID1B,SRRT,RAPGEF6,TNS3,RB1,NFATC3,MED10,KIF13B,ZNF335,TIMELESS,SLC27A4,AHCY,KIFAP3,MRPL48,KNTC1,UBE3C,HDHD2,CSNK1G3,ABCC1,KDELR1,HP1BP3,TRAPPC9,AACS,CAMSAP1,UTP15,SYVN1,METTL22,ARMC8,SLTM,DAPK3,ARHGAP15,ZNF174,ANKRD46,BBS12,CAND1,TSC1,GOLGA4,GALNT2,ITPRIPL1,SYNCRIP,PALB2,ZDHHC7,PRMT7,SNRNP70,MYO9A,BTBD10,UNC13C,TSEN15,ZBTB24,TMEM106C,WASF2,UGP2,XAB2,TMX4,HNRNPUL2,ZNF416,RRAGC,ATP6V1B2,GGPS1,RAD23A,RPL11,VAV1,SAP130,CSDE1,IARS,CCDC50,ZNF302,CD3EAP,PDCD2,PARL,APOOL,METTL9,FAM3A,ZNF770,KDM3B,ARHGAP17,ZNF780B,ANKRD33B,CPOX,CYP20A1,ATXN1,NFATC2,BICD2,EIF3G,GLOD4,PON2,ATP1A1,DHX16,TOMM6,HPS5,ARNTL,ZNF436,FKBP5,NCOA1,SPRYD4,SMURF1,PARD3,TMEM33,DNAJC2,KIF3B,CTDP1,SH2D3A,KLHL21,EYA1,SHPRH,CDT1,TMX3,PAWR,GTF3A,NCAPG,RMI1,GTPBP3,HERC3,PTPN2,SLC1A4,CWC27,RRBP1,TMEM99,TTC17,STAT3,MYO5A,RBM15B,GINS1,TELO2,CSNK1G2,DCAF6,ADAM17,CNTN5,ACP2,HMGN5,ASPM,ZMYM5,PRKAR1B,COG1,ARHGEF12,PPWD1,RHOT2,CHCHD6,TARS,FBXO41,ATAD2,TWSG1,OSBPL8,USP20,TMEM219,FAM126A,MBD6,CENPT,ZMIZ1,NR2F2,PGAM1,RAB3IL1 middle_third middle_third 0.99998541270537 -1.45874010252574e-05 3622 461 0.178198685736374 2587 17385 102,10947,1659,253943,8454,387921,891,26051,170622,29904,55876,606495,6429,8907,139596,9972,27097,11319,25976,988,1263,79894,8910,84527,208,4288,11169,11218,54531,51005,51809,11083,899,5982,9203,30968,84444,55677,79026,55717,10972,5714,8312,399687,6483,4946,83752,23586,59269,9703,51622,5562,51715,64781,9493,5827,2145,440275,4853,7633,4849,10615,115201,9126,51088,401152,1612,1503,284695,3344,23545,1537,200576,9961,79902,94120,221061,51631,79587,55794,9648,2117,51604,5558,22936,9219,23560,64763,79169,1635,5339,8289,154,55818,9782,23,8175,8165,389257,79573,139735,51614,80124,23523,7528,91603,9701,80221,57679,1029,56829,11336,284352,21,1788,84614,23451,6195,831,23512,288,22879,143187,22974,4627,54662,347734,9673,10539,85021,2783,80308,7626,25909,6672,7586,9110,51096,2926,79876,30000,57117,81573,7267,9716,6888,23144,79571,51755,254225,1639,2879,23141,57130,79956,79607,23741,9448,23558,5209,56262,26610,157313,4209,85461,5861,11232,79801,2287,90957,56981,10521,55139,8881,3716,5525,28996,6176,64327,6400,56926,54758,10531,10721,23143,8975,51397,10211,8604,55102,9354,88745,57458,55159,27430,51117,10075,5728,55835,89910,58505,81542,23241,10499,4670,10051,6709,57062,55863,55667,163486,29882,54545,9790,117177,55288,3832,60558,23499,8301,27340,64423,7733,6448,9817,9146,9654,5371,10128,4065,64782,79968,9700,1642,192286,23505,64766,9984,1314,10154,10007,4763,81559,116496,57661,10629,2030,9815,329,79943,587,10444,1390,11103,286826,200424,667,4218,5296,2120,1983,79892,9830,10460,157680,10522,10801,54468,57326,3035,990,23344,55840,57050,58508,10133,10195,4122,54623,1731,56478,10555,54014,55293,1107,4669,23350,55699,11273,9031,9128,9780,55568,11200,140831,1201,23272,28998,56994,10723,23556,83590,4659,1063,85409,8621,4205,9967,23039,57492,51593,51735,64759,5925,4775,84246,23303,63925,8914,10999,191,22920,51642,9735,9690,84064,1456,4363,10945,50809,83696,65985,157922,84135,84447,79091,25852,79811,1613,55843,7727,157567,166379,55832,7248,2803,2590,150771,10492,79728,55625,54496,6625,4649,84280,440279,116461,9841,79022,10163,7360,56949,56255,221092,55659,64121,526,9453,5886,6135,7409,79595,7812,3376,152137,55900,10849,5134,55486,139322,51108,60343,54989,51780,55114,163131,651746,1371,57404,6310,4773,23299,8666,51031,5445,476,8449,100188893,11234,406,80818,2289,8648,283377,57154,56288,55161,27000,9371,9150,10045,9903,2138,257218,81620,54495,5074,2971,64151,80010,84705,8916,5771,6509,10283,6238,147184,55761,6774,4644,29890,9837,9894,1455,55827,6868,53942,53,79366,259266,9205,5575,9382,23365,23398,89941,84303,6897,150726,29028,57045,114882,10868,124446,84668,114785,80152,57178,7026,5223,5866 ADAM10,AP3M2,DHX8,YTHDF3,CUL1,NHLRC3,CCNB1,PPP1R16B,COMMD6,EEF2K,GSDMB,CYB5RL,SRSF4,AP1M1,UPRT,NUP153,TAF5L,ECD,TIPARP,CDC5L,PLK3,ZNF672,SGCE,ZNF559,AKT2,MKI67,WDHD1,DDX20,MIER2,AMDHD2,GALNT7,DIDO1,CCNF,RFC2,ZMYM3,STOML2,DOT1L,IWS1,AHNAK,WDR11,TMED10,PSMD8,AXIN1,MYO18A,ST3GAL2,OAZ1,LONP2,DDX58,HIVEP3,KIAA0100,CCZ1,PRKAA1,RAB23,CERK,KIF23,PXMP2,EZH1,EIF2AK4,NOTCH2,ZNF79,CNOT3,SPAG5,ATG4A,SMC3,KLHL5,C4orf3,DAPK1,CTPS1,ZNF326,FOXN2,ATP6V0A2,CYC1,PIKFYVE,MVP,NUP85,SYTL3,FAM171A1,LUC7L2,CARS2,DDX28,GCC2,ETV3,PIGT,PRIM2,ELL2,MTA2,GTPBP4,ZNF574,C1orf35,DCTD,PLEC,ARID1A,ADRB2,KDM3A,MATR3,ABCF1,SF3A2,AKAP1,LRRC14B,TTC13,ZFP92,ERGIC3,VCPIP1,CABIN1,YY1,ZNF830,PPP6R2,ACSF2,ALS2,CDKN2A,ZC3HAV1,EXOC3,PPP1R37,ABCA3,DNMT3A,ZBTB37,SF3B1,RPS6KA1,CAST,SUZ12,ANK3,MON1B,VTI1A,TPX2,MYH9,TBC1D13,SLC35B2,SLC25A44,GLRX3,REPS1,GNB2,FLAD1,ZNF75D,AHCTF1,SP100,ZKSCAN1,MTMR4,UTP18,GRSF1,UBA5,TNPO2,INTS12,ANKRD13C,TTC3,AQR,TALDO1,ZC3H3,GCC1,CDK12,RNF169,DCTN1,GPX4,ANKLE2,ATP13A1,ERMP1,FAM118B,EID1,MAP4K4,WBP2,PFKFB3,LRRC8A,ELP4,CDCA2,MEF2D,TANC1,RAB1A,POLG2,SHCBP1,FKBP3,DHX57,PRDM11,DDX17,ANKZF1,CDC16,JAK1,PPP2R5A,HIPK2,RPLP1,LMBR1,SEL1L,NCLN,KLHDC4,PITRM1,POLQ,LRCH1,USP13,COMMD10,FLOT1,SLC25A12,ATG2B,UBE4A,RRP36,TMCC3,RFWD3,MAT2B,COQ4,HUWE1,PTEN,CENPJ,UBE3B,OSTC,TMX1,PACS2,NCOA2,HNRNPM,SMC4,SPTAN1,DDX24,TMEM126B,DENND4C,DENND1B,ANAPC2,MTMR12,BMS1,RAB3IP,RHOT1,KIF11,GUF1,MACF1,PICALM,UTP20,INF2,ZNF180,SGSH,KEAP1,HGS,TTLL4,PML,LRPPRC,LY75,AEN,WDR76,ESPL1,DDB1,HIGD2A,TMEM131,S100PBP,THOC1,COPA,PLXNC1,GNPDA1,NF1,TRIM11,FAM129A,PHRF1,TAF6L,SLC29A1,GIT2,BIRC2,ZNF696,BCAT2,ZER1,CREM,KRR1,LIN9,TET3,DST,RAB8A,PIK3R2,ETV6,EIF5,MCMBP,TRIM14,TACC3,VPS13B,DEAF1,SEPT9,MIOS,PBXIP1,HARS,CDC6,ESYT1,EAF2,UTP3,KMT2C,OPTN,ALG3,MAN2A2,PAF1,SEPT1,EIF4ENIF1,AGPAT2,BRWD1,UEVLD,CHD3,NAGLU,U2SURP,IARS2,ATXN2L,BAZ1B,PRPF4,PIEZO1,GALNT10,CHEK2,ZSWIM3,CLN3,FAM208A,MRPL13,CHPT1,SLC12A7,PIGN,TMUB1,PPP1R12A,CENPF,NKD2,CDK13,MEF2A,THRAP3,XPO7,ARID1B,SRRT,RAPGEF6,TNS3,RB1,NFATC3,MED10,KIF13B,ZNF335,TIMELESS,SLC27A4,AHCY,KIFAP3,MRPL48,KNTC1,UBE3C,HDHD2,CSNK1G3,ABCC1,KDELR1,HP1BP3,TRAPPC9,AACS,CAMSAP1,UTP15,SYVN1,METTL22,ARMC8,SLTM,DAPK3,ARHGAP15,ZNF174,ANKRD46,BBS12,CAND1,TSC1,GOLGA4,GALNT2,ITPRIPL1,SYNCRIP,PALB2,ZDHHC7,PRMT7,SNRNP70,MYO9A,BTBD10,UNC13C,TSEN15,ZBTB24,TMEM106C,WASF2,UGP2,XAB2,TMX4,HNRNPUL2,ZNF416,RRAGC,ATP6V1B2,GGPS1,RAD23A,RPL11,VAV1,SAP130,CSDE1,IARS,CCDC50,ZNF302,CD3EAP,PDCD2,PARL,APOOL,METTL9,FAM3A,ZNF770,KDM3B,ARHGAP17,ZNF780B,ANKRD33B,CPOX,CYP20A1,ATXN1,NFATC2,BICD2,EIF3G,GLOD4,PON2,ATP1A1,DHX16,TOMM6,HPS5,ARNTL,ZNF436,FKBP5,NCOA1,SPRYD4,SMURF1,PARD3,TMEM33,DNAJC2,KIF3B,CTDP1,SH2D3A,KLHL21,EYA1,SHPRH,CDT1,TMX3,PAWR,GTF3A,NCAPG,RMI1,GTPBP3,HERC3,PTPN2,SLC1A4,CWC27,RRBP1,TMEM99,TTC17,STAT3,MYO5A,RBM15B,GINS1,TELO2,CSNK1G2,DCAF6,ADAM17,CNTN5,ACP2,HMGN5,ASPM,ZMYM5,PRKAR1B,COG1,ARHGEF12,PPWD1,RHOT2,CHCHD6,TARS,FBXO41,ATAD2,TWSG1,OSBPL8,USP20,TMEM219,FAM126A,MBD6,CENPT,ZMIZ1,NR2F2,PGAM1,RAB3IL1 arm arm 0.999991040578208 -8.95946192809467e-06 1355 150 0.0579822187862389 2587 17385 29855,9682,102,56922,8454,54187,387921,80153,91752,23225,2120,55094,8801,4249,988,9736,5347,23020,4893,1952,208,7428,987,4288,26503,5635,89122,25929,79026,54014,3703,8473,9031,8754,6041,55568,84275,114825,9535,55596,1063,51715,23389,4853,3693,2053,56339,51593,84236,4000,10615,92745,23759,4201,63925,79648,2771,8508,83696,9219,2181,2629,5682,3845,8289,6675,51586,84166,60412,9701,1029,84079,79585,55870,21,4191,831,54148,288,5395,6597,10308,80308,64112,25909,55342,4931,115,57122,6185,54982,51755,1639,113,22875,8036,9107,3301,23085,25788,56981,1650,5933,54487,6778,23603,22926,27107,80346,1783,9612,55907,27333,2138,254428,79872,7905,3105,4121,23396,57458,3799,6118,2261,4723,5728,55761,53373,11313,4644,55827,143,23365,124997,23499,6626,9416,4542,8897,7165,51382,5426,7027,56987,10128,3614,4065,29062,91782,3265 UBN1,KDM4A,ADAM10,MCCC1,CUL1,NANS,NHLRC3,EDC3,ZNF804A,NUP210,ETV6,GPATCH1,SUCLG2,MGAT5,CDC5L,USP34,PLK1,SNRNP200,NRAS,CELSR2,AKT2,VHL,LRBA,MKI67,SLC17A5,PRPSAP1,TRIM4,GEMIN5,AHNAK,BRWD1,STT3A,OGT,BAZ1B,ADAM9,RNASEL,GALNT10,SLC25A33,PWWP2A,GMFG,ZCCHC8,CENPF,RAB23,MED13L,NOTCH2,ITGB5,EPHX2,METTL3,SRRT,RHBDD1,LMNA,SPAG5,SLC38A5,PPIL2,MEA1,ZNF335,MCPH1,GNAI2,NIPSNAP1,TRAPPC9,MTA2,ACSL3,GBA,PSMA1,KRAS,ARID1A,UAP1,MED15,NLRC5,EXOC4,PPP6R2,CDKN2A,ANKRD27,CORO7,ASH1L,ABCA3,MDH2,CAST,MRPL39,ANK3,PMS2,SMARCA4,ZNF267,FLAD1,MOAP1,AHCTF1,STRBP,NVL,ADCY9,NUP107,RPN2,CLN6,CDK12,DCTN1,ADCY7,ENPP4,SHOC2,MTMR6,DNAJA1,ERC1,RAD54B,PRDM11,DDOST,RBL1,DGCR8,STAT6,CORO1C,ATF6,ZBTB11,REEP4,DYNC1LI2,NCOR2,CMAS,GOLIM4,EYA1,SLC41A1,CBLL1,REEP5,HLA-A,MAN1A1,PIP5K1C,TMCC3,KIF5B,RPA2,FGFR3,NDUFV1,PTEN,TTC17,TPCN1,LYPLA2,MYO5A,DCAF6,PARP4,ARHGEF12,WDR81,MACF1,SNRPA,DDX23,MYO1F,MTMR3,TPD52L2,ATP6V1D,POLE,TFDP1,BBX,LRPPRC,IMPDH1,LY75,WDR91,CHMP7,HRAS oesophagus-lower_third-carcinoma-squamous_cell_carcinoma oesophagus-lower_third-carcinoma-squamous_cell_carcinoma 0.999993058514519 -6.94150957301696e-06 3601 455 0.175879396984925 2587 17385 54520,7249,89845,29801,3074,1659,891,7329,26051,51312,22852,84081,51078,9910,6429,5867,1785,139596,994,79102,1786,168850,117246,9736,23762,54888,56992,4170,10592,8541,79666,9203,84444,55677,79026,4087,8312,90850,83752,59269,5965,9703,4594,84939,51622,7204,6240,1660,79734,9493,7155,6522,4853,7633,23042,10615,8837,6242,431707,51320,51136,4174,1954,622,1612,26986,5464,221061,79587,2512,55274,26521,55794,79171,9821,9219,54881,11253,64763,9100,55700,54887,5339,8289,754,55818,9527,4548,388,221830,8165,55361,5792,56986,57544,139735,84193,5859,47,9063,84669,116985,122060,2821,6949,4217,3073,11236,57679,1029,56829,284352,55809,51192,9185,9322,9816,5894,23304,288,9557,56910,22974,91252,23276,8895,2783,64112,23011,1666,488,6477,9112,10691,115,23107,81573,7267,51434,25897,7159,10535,9716,23144,60560,113,2879,8904,55602,57130,79956,220323,51340,8452,83451,157313,51203,8721,9088,85461,23431,54433,23085,90957,51321,55751,6873,5515,29927,6294,10607,23335,3014,64327,6400,148022,57673,8566,22984,10531,1783,10721,5454,51397,9612,309,4204,80829,79872,55102,79048,84335,2113,23509,51439,11060,152789,65095,84991,120,10075,5728,2530,8313,51512,124565,374655,8128,6443,54620,9040,53373,6837,3613,4670,10051,6709,353322,2987,55667,10276,3609,23593,55690,10212,54939,60558,23499,4542,27340,2768,81930,9817,9146,84061,5371,60386,8446,254065,6878,29945,79711,57488,261734,375790,10154,4839,29855,90379,64743,57661,56922,7841,2030,27044,80230,9815,329,55215,286826,200424,91752,667,23336,9775,51193,3572,26173,26155,200081,55094,157680,92609,55775,1952,10801,54468,11176,987,222484,25870,397,672,55193,58508,6659,27005,1665,10036,89122,55038,56478,54014,4796,9825,23350,122809,9031,9780,1855,11200,158427,113263,8816,79903,64761,1063,10519,7072,8621,203054,10787,6018,55252,51379,55316,51735,51514,64759,5925,9738,23303,155061,23759,27245,22920,2733,5832,6558,90678,9114,84064,4363,223,83696,65985,8861,157922,8491,3845,84447,51657,26060,55843,2778,2803,5108,79728,10492,26012,6566,92675,6625,51126,440279,57107,9791,22850,166815,7874,4698,55830,55870,10989,1540,6181,10523,91942,56949,55093,7371,6597,54985,5093,56940,2132,7409,11339,5164,5687,3376,27154,54521,5537,1431,11151,10130,27429,2760,51132,51780,55114,83989,143471,9631,64421,25978,55741,3416,57693,56931,8449,10236,5933,115426,2620,65980,19,56288,27000,55191,9150,57409,28977,10865,11311,5074,55922,4650,56996,1452,4121,29901,79072,84705,8916,57519,2618,6238,9181,54838,23595,57553,9352,55827,6868,4678,9044,259266,7156,117584,23365,4221,55628,55108,9927,3840,7030,84668,3516,6883,7026,10114,3428,5866 CCDC93,TSC2,ABCC10,ZDHHC8,HEXB,DHX8,CCNB1,UBE2I,PPP1R16B,SLC25A37,ANKRD26,NSRP1,THAP4,RABGAP1L,SRSF4,RAB4A,DNM2,UPRT,CDC25B,RNF26,DNMT1,ZNF800,FTSJ3,USP34,OSBP2,NSUN2,KIF15,MCL1,SMC2,PPFIA3,PLEKHF2,ZMYM3,DOT1L,IWS1,AHNAK,SMAD2,AXIN1,ZNF598,LONP2,HIVEP3,RECQL,KIAA0100,MUT,MUM1,CCZ1,TRIO,RRM1,DHX9,KCTD17,KIF23,TOP2B,SLC4A2,NOTCH2,ZNF79,PDXDC1,SPAG5,CFLAR,RTKN,LHX8,MEX3C,RNFT1,MCM5,MEGF8,BDH1,DAPK1,PABPC1,PPA1,FAM171A1,CARS2,FTL,PHF10,TIMM8B,DDX28,RBM42,RB1CC1,MTA2,TEX10,MAN1B1,ZNF574,USP10,MAP7D1,UHRF1BP1,PLEC,ARID1A,PTTG1IP,KDM3A,GOSR1,MTR,RHOB,TWISTNB,AKAP1,PI4K2A,PTPRF,DTWD1,TXNDC16,ZFP92,SETD3,QARS,ACLY,PIAS2,USP32,ARAP1,SLAIN1,GPI,TCOF1,MAP3K5,HEXA,RNF139,ALS2,CDKN2A,ZC3HAV1,PPP1R37,TRERF1,CKLF,REPS2,TRIP10,URB2,RAF1,UBR2,ANK3,CHD1L,STARD7,TPX2,SLC39A13,KLHL18,CPNE3,GNB2,MOAP1,RAB21,DECR1,ATP2A2,SIAH1,MTA1,GMEB1,ADCY9,MRPS27,ANKRD13C,TTC3,ANAPC7,RNF19A,TP53BP2,RNASEH2A,AQR,ZC3H3,NAA35,ADCY7,GPX4,CPNE1,CDKN2AIP,ATP13A1,ERMP1,OAF,CRNKL1,CUL3,ABHD11,CDCA2,NUSAP1,EDF1,PKMYT1,TANC1,AP4E1,GAR1,ERC1,DHX57,AMZ2,TMEM184C,TAF2,PPP2CA,SEC61A1,SAFB,TBL3,WDR7,H2AFX,LMBR1,SEL1L,TICAM1,BEND3,PDXK,PDCD11,PITRM1,DYNC1LI2,POLQ,POU3F2,COMMD10,NCOR2,ANXA6,MECP2,ZFP91,CBLL1,ATG2B,SECISBP2,AKT1S1,ETS1,POFUT1,FAM8A1,WWP2,JAKMIP1,KRI1,RBM17,ADD3,HUWE1,PTEN,FUT8,AXIN2,GTSE1,SLC38A10,ZNF710,ST8SIA2,SGCB,FBXL19,UBE2M,TPCN1,MED22,IMPA2,HNRNPM,SMC4,SPTAN1,ANKRD37,GUK1,DENND4C,NET1,ILF3,HEBP2,PACS1,DDX39A,COMMD4,GUF1,MACF1,MYO1F,UTP20,GNA12,KIF18A,KEAP1,HGS,MAGT1,PML,SLC25A19,DUSP11,BRWD3,TAF6,ANAPC4,IPO4,ESYT2,NPHP4,AGRN,PLXNC1,NOP2,UBN1,DCAF15,WDR13,PHRF1,MCCC1,MOGS,SLC29A1,SND1,RUFY1,GIT2,BIRC2,FANCI,LIN9,TET3,ZNF804A,DST,SYNM,EIF4A3,ZNF639,IL6ST,INTS1,NOC2L,TXLNA,GPATCH1,VPS13B,TIMM50,TDP1,CELSR2,SEPT9,MIOS,BAZ2A,LRBA,LNX2,SUMF2,ARHGDIB,BRCA1,PBRM1,KMT2C,SOX4,USP21,DHX15,CHAF1A,TRIM4,CDCA4,EIF4ENIF1,BRWD1,TONSL,SPATA2,U2SURP,SOCS4,BAZ1B,PIEZO1,DVL1,CHEK2,TSTD2,GLCCI1,DCAF5,NAA60,PARP12,CENPF,CIB1,TIA1,CDK13,ADCK5,NCKAP1,RLF,ASXL2,CRLF3,RSAD1,RAPGEF6,DTL,TNS3,RB1,CCP110,KIF13B,ZNF746,PPIL2,AHDC1,KIFAP3,GLE1,ALDH18A1,SLC12A2,LRSAM1,ATP6V0D1,HDHD2,ABCC1,ALDH9A1,TRAPPC9,AACS,LDB1,CAMSAP1,MAP4K3,KRAS,SYVN1,STYXL1,APPL1,ARHGAP15,GNAS,GOLGA4,PCM1,PALB2,SYNCRIP,NSMF,SLC16A1,DTD1,SNRNP70,NAA20,UNC13C,PDSS2,PTDSS1,ADNP2,TIGD2,USP7,NDUFA5,GLT8D1,ASH1L,IMMT,CYLD,RPLP2,CHERP,NDUFAF2,XAB2,WDYHV1,UCK2,SMARCA4,HCFC1R1,PCBP1,DUSP22,EXT2,VAV1,OIP5,PDK2,PSMA6,IARS,BRPF3,WDR44,PPP6C,CS,CORO1A,PDIA6,HTRA2,GM2A,RLIM,KDM3B,ARHGAP17,FAM172A,PSMA8,NUP155,DCLRE1C,CHMP2B,EDEM2,IDE,ZNF317,DUS3L,DHX16,HNRNPR,RBL1,UHRF2,GAS2,BRD9,ABCA1,PARD3,DNAJC2,NADSYN1,CTDP1,MIF4GD,MRPL42,ARID5A,VPS45,PAWR,NKRF,MYO9B,SLC12A9,CSNK1A1,MAN1A1,SAC3D1,FASTKD3,GTPBP3,HERC3,STARD9,GART,RRBP1,ARHGEF2,WBP1L,ORC3,MICAL3,TXNL1,DCAF6,ADAM17,NASP,BTAF1,ASPM,TOP3A,RFFL,ARHGEF12,MEN1,ZNF407,BSDC1,MFN2,KPNA4,TFE3,FAM126A,RBPJ,TAF12,NR2F2,HIPK3,IFI16,RAB3IL1 oesophagus-carcinoma-squamous_cell_carcinoma oesophagus-carcinoma-squamous_cell_carcinoma 0.999995492460864 -4.50754929482632e-06 6668 892 0.344800927715501 2587 17385 54520,65986,118,7249,64960,9682,89845,3074,1659,10618,2746,81669,26051,51239,6147,805,1031,10783,55876,79572,51102,8907,23047,1785,122416,4249,8514,9736,1263,578,84527,4893,79813,83693,10592,11083,8541,55974,889,25855,170394,91107,79026,55717,3984,8312,399687,8473,6041,26224,54480,6749,11325,59269,9703,26088,7204,29888,1660,51715,7155,6522,2145,440275,3693,374395,2799,7023,9126,8894,92745,25896,1954,25793,9678,50628,9961,10898,26986,387338,3475,221937,79171,7916,9821,54505,55253,54881,11253,9100,55700,54887,2002,94097,9782,1528,23154,51109,5792,10916,56986,114885,2339,79080,2114,26100,54820,3073,57231,11236,80221,57679,11336,84079,90933,21,55809,288,22879,22974,4627,83540,283899,347734,10308,9667,8027,8895,54467,351,57189,151188,147923,25909,488,7586,23616,54877,1185,81573,80254,143684,57506,219902,1386,23144,79571,79031,1639,8904,10952,57120,9448,51340,1153,1871,535,157313,51203,92344,64599,10521,3796,5830,8881,112936,23603,28996,154141,148022,2521,10531,27107,8161,8975,51397,136051,353274,309,91404,80829,83605,55102,64395,84335,9354,51447,2113,11020,252969,824,51280,26273,120,3696,10075,11108,9138,51512,26046,89910,8128,54620,53373,4670,11313,5530,2581,6867,84450,57380,3939,2014,54545,117177,23548,27340,7733,9817,5426,8030,51,9797,5597,5371,10128,4065,84875,11124,29945,54865,23505,51202,375790,60313,116496,56922,1457,10969,27044,201292,10444,200424,27,9231,23225,84662,51193,26173,3572,23446,7516,2120,200081,55199,1983,4603,55749,10057,157680,54913,118460,1952,9978,11176,58486,2764,150468,4041,672,23344,54443,4953,27005,55707,2035,4796,1107,122809,9274,55278,60,9780,7596,23272,113263,25913,8216,64761,11331,3300,1063,3831,51142,427,29127,8621,10787,139818,51379,55252,51735,64759,5925,6945,7408,9738,23303,23759,8914,27245,2733,5832,58986,90678,4363,83696,2181,157922,3845,388561,10277,1982,25852,51304,5704,93323,2803,5108,150771,64418,79728,5634,4649,440279,55905,7874,9092,1540,84231,7360,196528,54148,11316,79038,54951,7409,51249,4899,5164,4193,55342,55900,54521,55973,9562,3998,134359,27339,51780,1209,11224,163131,5538,65010,9631,64421,25978,7416,221656,221079,8667,3921,57602,51031,54431,153478,1198,90592,22937,10922,126328,80818,128866,3020,4089,56288,127002,10463,55191,85451,51362,51018,11333,81620,54495,23647,285362,56996,64151,10844,7037,56897,373156,57519,10283,64794,84172,23595,55328,56342,53942,9761,79366,9044,7753,10061,7156,23365,5905,26240,8539,9416,782,3840,11196,56987,55536,1869,10868,124446,3516,34,6883,7026,10114,112483,3428,23511,25957,3015,7798,283464,6890,8454,5361,170622,25864,51312,57168,22852,126299,8853,25926,440400,27097,994,1836,23228,1786,168850,988,6731,80228,8910,79065,208,55035,54888,4288,11218,23326,899,7763,55677,84444,9203,5557,4216,3087,146909,3703,10972,7174,4134,3688,138639,10313,90850,29080,55884,10808,80331,2130,9535,4594,1725,63922,23708,6240,22839,9744,4853,4125,5663,133746,55249,4849,55666,8837,80011,9731,431707,51564,622,1612,23194,1537,200576,79888,221061,1936,23515,2222,55274,9648,133418,64763,222658,5393,830,8289,5339,55071,5315,55818,4548,8165,355,2058,28231,27153,23640,2801,4905,81610,116985,23523,142891,4217,55291,1029,51192,9185,9230,9322,9816,6195,23451,9500,5879,9778,653519,23276,83440,162,2783,51293,1399,50626,1666,334,22992,9110,6477,9663,115,30000,7267,9716,10535,7159,389677,6888,51755,80895,23141,55602,23476,5983,57130,8872,220323,57149,8452,2585,8697,23431,79801,23085,10155,90957,55139,7716,54487,6772,64327,22926,22954,22984,7518,2139,8899,10721,9612,4719,8502,10067,55635,254428,9334,6929,7086,8315,8604,10314,641,54497,10459,152789,10682,2962,27430,4695,5728,2530,8313,5781,26019,64708,4696,10695,10499,2956,10051,64236,54958,55734,55667,57418,3609,26268,9790,55227,60558,23499,2011,4542,10897,23014,6448,9146,55238,11244,10935,3189,4236,8570,284403,254065,9700,5813,1642,79711,644815,57488,23649,142678,1314,10154,4763,22993,51427,3267,2030,1432,6621,8930,91752,667,57721,11021,10745,51006,128338,84337,92609,10920,10522,81603,54819,23020,165055,8813,7428,123811,987,9194,397,58508,1665,51099,10036,7343,4122,25929,51668,56478,5496,23350,4253,11273,10795,6794,55568,11200,140831,163786,823,10723,5504,4659,9777,79724,10519,23389,4205,135293,2053,7270,51593,8559,23165,1119,51514,203523,63925,23625,596,27034,55728,50809,10906,7264,8804,23152,10147,55074,79811,55843,9636,132884,55832,2778,7248,58517,26012,4957,4783,60412,79672,57536,5476,23636,6625,28978,10140,57107,9791,9841,6602,4152,10163,9637,55870,79585,54737,6597,4998,23155,1105,8078,388969,79595,3181,126549,3376,152137,10849,9928,139322,10130,2149,54989,57147,27429,51132,51703,5229,6310,7456,4967,23705,23299,84811,54472,8050,6203,25788,7818,118487,6778,7289,406,2289,80709,57154,65980,5594,19,84306,2730,9320,2138,257218,57410,64949,4650,5996,51020,4121,26271,84888,83706,3799,2261,2618,56259,27252,9632,9360,6238,9181,8125,9776,4728,56650,55761,143458,79033,6774,4644,57553,7040,60481,51105,1455,55827,4678,51300,259266,129285,5575,9382,4221,3275,55628,728642,8189,6897,9927,7942,5976,29028,9373,114882,84078,9406,57178,3420,3265,57688 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3EAP,KIF14,APOOL,PDIA6,F2R,ZNF770,SCYL3,HTRA2,RLIM,ACSL5,PGGT1B,ATXN1,WIPF1,OGDH,CADM1,BICD2,BUD13,TOLLIP,PDHX,RPS9,RAD54B,DAP3,CHCHD1,STAT6,TULP3,ARNTL,FKBP5,AKNA,SMURF1,BRD9,MAPK1,ABCA1,PDCD2L,GCLM,TRIP12,EYA1,SHPRH,SCYL1,MRPS26,MYO9B,RGS1,HDDC2,MAN1A1,FBXO5,SPPL2A,FERMT3,KIF5B,FGFR3,GART,CTNNBL1,KLHL20,SEC24C,PPIG,RRBP1,ARHGEF2,ANP32A,ATG13,NDUFS8,CLDND1,TTC17,LDLRAD3,ERI3,STAT3,MYO5A,MICAL3,TGFB1,ELOVL5,PHF20L1,CSNK1G2,DCAF6,NASP,TIMMDC1,ASPM,PPP1R21,PRKAR1B,COG1,MEN1,PRMT2,ZNF407,CDK11A,SYMPK,TARS,MFN2,TFEB,UPF1,ATAD2,PLAA,OSBPL8,KBTBD7,ZRANB2,ZMIZ1,IDH3B,HRAS,ZSWIM6 haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm 0.99999652016778 -3.47983827452279e-06 779 75 0.0289911093931194 2587 17385 7325,10989,10154,196528,25886,23512,288,22974,1659,83540,283899,253558,91752,1031,51249,23225,8853,63892,1808,221895,23107,7267,80254,5926,6733,4289,4773,85461,11198,5515,3416,56852,10972,22937,79823,23335,2620,54532,56288,11325,23143,57508,55191,4126,64222,8604,8621,6018,1452,115201,9126,622,5781,23545,23194,143458,94120,2956,4644,10945,81552,91746,5530,221937,55667,55227,55843,5426,23264,439,23523,7528,4217,26750,10611 UBE2E2,IMMT,PLXNC1,ARID2,POC1A,SUZ12,ANK3,TPX2,DHX8,NUF2,INO80E,LCLAT1,ZNF804A,CDKN2C,TMEM69,NUP210,ASAP2,THADA,DPYSL2,JAZF1,MRPS27,TTC3,CEP63,ARID4A,SRPK2,MKLN1,NFATC2,TANC1,SUPT16H,PPP2CA,IDE,RAD18,TMED10,SCAP,CAMKMT,WDR7,GAS2,USP53,PARD3,DDX42,LRCH1,INTS2,NADSYN1,MANBA,TOR3A,SLC25A12,CDK13,RLF,CSNK1A1,ATG4A,SMC3,BDH1,PTPN11,ATP6V0A2,FBXL7,LDLRAD3,SYTL3,MSH6,MYO5A,KDELR1,VOPP1,YTHDC1,PPP3CA,FOXK1,DENND4C,LRRC1,ARHGAP15,POLE,ZC3H7B,ASNA1,CABIN1,YY1,MAP3K5,RPS6KC1,PDLIM5 middle_lobe middle_lobe 0.999997371469784 -2.62853367045845e-06 1402 153 0.0591418631619637 2587 17385 23511,10154,64743,1659,6634,1432,10838,286826,91752,7752,23047,8801,1408,1836,11319,4249,9736,988,8615,81603,4893,4288,55840,672,58508,79026,10972,9825,4796,55293,54955,6794,55568,140831,409,64393,11325,10723,8216,10912,54205,2145,440275,11243,55142,7270,51593,57492,51735,1119,9731,84246,4174,155061,54872,9646,3344,22920,9735,9961,5558,157922,3845,10277,51657,55843,8165,55361,5792,4673,2590,996,4905,27316,2821,9701,10140,440279,57679,9841,10989,2305,5395,4627,83540,4998,351,6389,10605,25888,23616,10270,115,9306,7267,9716,79571,54989,1209,51703,5983,55234,6310,7456,92344,25978,23431,90957,6426,51069,57693,56931,1762,22984,66005,4089,27333,81620,4650,10844,55186,2261,5728,10075,55835,9055,51512,308,2091,57553,23241,6709,55827,53942,51571,259266,152579,3784,23499,5140,9927,2768,9817,3840,5426,9654,7027,10447,5371,10128,8570,5660,254065 NUP188,PLXNC1,WDR13,DHX8,SNRPD3,MAPK14,ZNF275,LIN9,ZNF804A,ZNF200,PDS5B,SUCLG2,CRY2,SLC26A2,ECD,MGAT5,USP34,CDC5L,USO1,TRIM8,NRAS,MKI67,EAF2,BRCA1,KMT2C,AHNAK,TMED10,SPATA2,TONSL,UEVLD,C1orf109,STK11,GALNT10,ZSWIM3,ARRB2,ZMAT3,DDX42,SLC12A7,LZTR1,GADD45G,CYCS,EZH1,EIF2AK4,PMF1,HAUS2,TTF1,SRRT,ARID1B,RAPGEF6,CHKA,CEP104,MED10,MCM5,ZNF746,PIGG,CTR9,FOXN2,KIFAP3,KNTC1,MVP,PRIM2,CAMSAP1,KRAS,UBE4B,STYXL1,ARHGAP15,AKAP1,PI4K2A,PTPRF,NAP1L1,GALNT2,CDC27,NSF,RBMX,GPI,PPP6R2,TOB1,UNC13C,ALS2,ZBTB24,IMMT,FOXM1,PMS2,MYH9,NUF2,ORC1,APP,SDHA,PAIP1,ZNF473,SH3BP1,AKAP8,ADCY9,SOCS6,TTC3,AQR,GCC1,ZNF770,CLPTM1,ACSL5,RFC3,SMU1,ATXN1,WIPF1,GORAB,CHMP2B,AP4E1,DHX57,SRSF1,MRPL2,ZNF317,DUS3L,DMWD,PDCD11,CHID1,SMAD4,GOLIM4,CDT1,MYO9B,TUBGCP2,SLC25A36,FGFR3,PTEN,HUWE1,CENPJ,PRC1,GTSE1,ANXA5,FBL,MICAL3,PACS2,SPTAN1,DCAF6,CNTN5,FAM49B,ASPM,SCFD2,KCNQ1,MACF1,PDE3B,MFN2,GNA12,KEAP1,KPNA4,POLE,TTLL4,TFDP1,FAM3C,PML,LRPPRC,KHSRP,PSAP,BRWD3 cerebellum cerebellum 0.999997960855595 -2.03914648366032e-06 787 75 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17385 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B,PDK2,STRBP,DUS4L,MRPL34,PDCD2,SAP30L,SLC39A9,CLPTM1,RPL29,RPL35,BTG2,DNAJC9,MTMR6,NFATC2,KDM1B,ARL5B,USP36,CCDC127,ATP1A1,CLK3,PSMD3,MAFK,CEP55,NDUFA11,DNAJC17,ZNF436,NCOA1,SLC25A39,ZC3HC1,ZNF146,ATXN7L2,GOLIM4,SMAP1,RRP15,GNE,SMC6,ARFIP2,NKRF,BZW2,WRNIP1,SS18L1,CENPM,PTGES3,CAMK2G,MLEC,ZNF202,PPWD1,FAM50B,RHOT2,NEU1,GOLGA7,TWSG1,GLG1,PGRMC1,FAM126A,RPS6KC1,UBE2C,PPCS,NDUFB6,TMEM41B,ZDHHC8,PLXNA1,CCNB1,SLC20A1,POLR3K,C14orf119,ASAP2,SNUPN,PLCL2,TFG,SEH1L,ATG9A,PBK,MKI67,DDX20,AMDHD2,SLC17A5,GALNT7,CCNF,FOXRED1,RBM47,PTER,WDR4,DHTKD1,TRAF5,HDAC2,PWWP2A,HSPH1,LIME1,MAPRE1,CHTF18,ADO,KIF23,SLC35B1,NOTCH2,PMF1,JMY,FKBP1A,SLC31A1,SNX18,ATIC,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,FTL,PHF10,DDX28,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,FAS,EPRS,ZNF777,TMEM54,QARS,PPP3R1,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,TRIP10,SF3B1,CAST,SUZ12,RPS6KA1,RAC1,GPR89A,OLA1,GNB2,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,MAPRE2,RFC3,ERF,CUL3,SLBP,KIAA1586,GAR1,PSMB9,POLG2,DHX57,HSPA4,JAK1,GOLGA8A,TBL3,SEL1L,H2AFX,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,AHSA1,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,UBE2M,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,TSR2,MARK2,ECH1,PLD3,NUCB1,FBXO21,GNA12,C1orf131,PRDX3,PFDN4,HNRNPH3,TFDP1,STX18,KHSRP,ASNA1,CPEB2,SSSCA1,BYSL,S100PBP,MIB2,IER2,NOP2,UBN1,DCAF15,NF1,FLYWCH2,ALKBH5,MOGS,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,RCSD1,PHTF1,KIF22,ZBTB22,NFU1,OGG1,TRIM14,COPS8,FYTTD1,TRIM8,RRM2,SOX4,ABHD5,UBTF,CXXC4,PAF1,UEVLD,SPATA2,PQBP1,IARS2,ATXN2L,GALNT10,RPS15,PIGN,CIB1,XPO7,SRRT,ZNF449,CAPZA1,BCL2,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,CAND1,C22orf46,GNAS,TSC1,RBM25,CDCA5,ZFP90,NANP,RBBP4,ZBTB24,SMARCD1,MBD1,WASF2,MMACHC,IFI27L1,MPHOSPH8,HNRNPUL2,CHD1,CCDC50,AKAP8,PARL,RPN2,CHTOP,F2R,FAM3A,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BUD13,PEF1,EIF3G,TAB2,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,PPP2R2D,TSPAN5,CDS2,MAGEH1,EYA1,CDK2AP2,LETMD1,KLF13,RGS1,HDDC2,MAN1A1,FBXO5,GART,TANK,PELO,BRD7,MRPL11,SAMD4B,ZDHHC18,POLR3GL,WDR81,MEN1,ZNF407,MFN2,COX8A,ZRANB2,SRSF3,MBD6,IDH3B,ATP6V1C1,TSC2,LACTB2,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,USF1,DNAAF2,MECR,AP1M1,UPRT,CRY2,ECD,RNF26,TIPARP,LRRC59,RHBDD2,MGAT5,BAK1,ZNF559,RHOBTB3,GABPA,NUTF2,ARF4,GINS4,KRIT1,AHNAK,RAD18,PDRG1,RNASEL,CHPF2,PDCD4,SMNDC1,NXT2,HIVEP3,KIAA0100,CLSPN,RHOC,DHX9,PDCD7,PSMD9,HAUS2,COPB2,TFAP4,RNFT1,MEGF8,RIMS3,FBXO7,EFTUD2,CPSF4,PHKG2,LUC7L2,SRSF11,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,BCLAF1,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,TRIM41,KARS,NQO1,POC1A,ANK3,PTTG1,TPX2,TBC1D13,GLRX3,C19orf48,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,CPNE1,SEC61B,GOPC,E2F3,CIRBP,CRNKL1,PFKFB3,GORAB,RAB1A,GIGYF1,PPP2CA,KIF2A,CCDC14,LSM6,RNF38,CENPBD1,DMWD,USP13,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,IFT27,PMVK,NEIL2,RRP36,RPA2,PSMD2,CLIC4,PDCD10,COQ4,ITGB8,ARF5,ARHGEF1,GTF2H2,FBXL19,TTPAL,UTP20,MAGT1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,PAPOLA,CREM,FANCL,TET3,GLIS2,IL6ST,INTS1,SLC44A1,ASB6,PLK1,SEPT9,CELSR2,RBX1,APH1A,RAD51AP1,ZBED5,CKAP2L,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,ALG3,TRIM4,AGPAT2,CHD3,E2F4,PRPF4,KPNA2,BEND6,CLN3,DNAJC30,FAM208A,NGLY1,POT1,CCDC137,HJURP,PHB2,DNAJB2,FAM53C,NKD2,SDC2,KLC1,CDK13,ADCK5,COX4I1,DNAJB1,RAB6A,ARID1B,C1GALT1,UBE2Q2,CCP110,ZNF746,CTR9,NIPSNAP1,ABHD2,DCAF8,ACSL3,LDB1,MAP4K3,ARMC8,RBM38,NMT2,IRF5,HAUS8,MBIP,COX7A2L,ZDHHC7,SIL1,FAM122A,DTD1,UNC13C,SART1,TRAF7,NDUFAF2,TOR1AIP1,ZNF416,LAGE3,TM9SF3,ZFYVE21,ZNF121,NRF1,WDR44,PPME1,PIN1,EFCAB11,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,STRAP,SPSB3,ZNF583,SNX25,ARHGAP17,ZNF780B,KIAA0040,PPT1,NUP155,DCLRE1C,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SPRYD4,H3F3A,CHID1,SMAD4,RAD51D,SLC30A9,UNK,CMAS,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,HMGN5,CSRP1,METTL5,ABCF2,TUFM,RANGAP1,PNPLA8,HAGH,API5,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,MAX,LUZP1,GXYLT1,ADAM10,CXXC1,TSC22D3,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,CBFB,RAB2B,PRIM1,MAP3K4,HHEX,LUC7L3,MAP4,BTF3,PTPDC1,NMD3,CCDC59,PTOV1,COX5B,DNAJC5,SCOC,DHPS,ANKH,PRKAA1,VAV2,GSPT2,TATDN3,DLGAP4,PXMP2,PRPF39,PSEN1,PDXDC1,NDUFS7,YY1AP1,C12orf10,FAM192A,RPN1,LHX8,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,EXOSC9,ARID1A,PTTG1IP,FXR1,GOSR1,MAP2K2,TWISTNB,AKAP1,XRCC5,HMGN2,PI4K2A,CAT,DERL1,MTHFD2,HSPBP1,CEBPG,ARAP1,USP32,FAM83D,CABIN1,SMPD4,GPI,CYTIP,TP53RK,REPS2,RAB11B,UROD,POMP,BCL2L1,NUDT19,DECR1,RALB,SIAH1,ADCY9,LPIN2,SOCS6,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,OAF,ERC1,AMZ2,ANKZF1,RAD51C,ZNF282,DSN1,DDOST,DGCR8,SAFB,HAGHL,RWDD4,FTSJ1,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,SLC41A1,B4GALT5,FAM76A,TKT,CBLL1,ARGLU1,LANCL1,POFUT1,FAM8A1,HEATR5B,HLA-A,EBP,RFWD3,NDUFA2,FUT8,BTF3L4,PTPN11,FEM1B,RPL19,CNN2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,ZHX1,NDUFS5,WDR91,GPR89B,RORB,POLA2,ZNF76,MTX3,COPA,UQCR10,PHRF1,HMGXB3,ABCB10,COMMD5,MAP1LC3B,DST,RAB35,SIVA1,GPATCH1,TCEA1,DRAM2,DEAF1,TRAPPC1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larynx larynx 0.999998373503261 -1.62649806138524e-06 1982 228 0.0881329725550831 2587 17385 65986,7325,29933,10154,7798,9682,4763,3074,27044,84196,26051,5936,50804,201292,79943,80153,200424,1031,667,23225,25926,3572,7752,6717,168850,6733,157680,5796,84527,4893,165055,3035,7428,79813,54888,10592,26503,9203,7174,1939,4253,55526,6794,1855,7029,4086,140831,56994,64795,59269,4594,51622,7204,10664,84133,10787,4853,10081,3693,23165,55225,2280,5925,9126,4775,471,9678,200576,79888,23515,2222,51386,9267,83696,221937,9821,9219,262,10147,54881,3845,27102,8491,388561,10277,5339,84447,8289,79896,830,55818,1982,4548,9397,84930,64598,5792,7248,2803,3836,996,47,84166,60412,80124,10856,4649,10611,440279,29959,1029,4152,1540,1788,9816,23451,9500,288,7371,27346,22974,90355,23276,83540,10308,162,4067,9667,2132,351,85021,4084,10605,7409,334,1666,2926,26015,9716,389677,116447,60343,22875,8904,1209,1182,64320,9448,26502,8452,26610,9631,4967,9088,2585,85461,55741,79801,199953,3716,79980,54487,22937,5709,7289,23335,148022,3020,22984,27107,19,4089,10098,10721,8975,9371,55907,9612,8502,27333,2138,7086,8604,64395,9354,2113,80010,10363,2309,9213,3105,79072,2261,5728,2530,54503,5781,26046,23595,54620,6774,11313,6709,79657,10194,53942,55269,5905,117177,55288,4221,23499,1316,55628,51663,55108,64744,23014,64423,9146,55238,9654,27309,53407,5371,1955,29062,3265 ZBTB10,UBE2E2,GPR132,PLXNC1,LUZP1,KDM4A,NF1,HEXB,SND1,USP48,PPP1R16B,RBM4,MYEF2,TRIM65,ZNF696,EDC3,TET3,CDKN2C,DST,NUP210,NOL11,IL6ST,ZNF200,SRI,ZNF800,SRPK2,VPS13B,PTPRK,ZNF559,NRAS,CCDC138,HARS,VHL,EHMT1,NSUN2,SMC2,SLC17A5,ZMYM3,TPP2,EIF2D,MIA2,DHTKD1,STK11,DVL1,TFDP2,SMAD1,ZSWIM3,CHPT1,RMND5A,HIVEP3,MUT,CCZ1,TRIO,CTCF,ZNRF3,NCKAP1,NOTCH2,PDCD7,ITGB5,NUP205,RAVER2,FKBP1A,RB1,SMC3,NFATC3,ATIC,PHF14,PIKFYVE,LPCAT1,MORC3,FDFT1,EIF3L,CYTH1,TRAPPC9,FOXK1,RB1CC1,MTA2,AMD1,SUGP2,TEX10,KRAS,EIF2AK1,MAP4K3,ZNF761,UBE4B,PLEC,SYVN1,ARID1A,THNSL1,CAPZA2,KDM3A,EIF4G2,MTR,NMT2,MASTL,MOSPD3,PTPRF,TSC1,GOLGA4,KPNA1,CDC27,ACLY,NLRC5,EXOC4,VCPIP1,RUVBL2,MYO9A,PDLIM5,UNC13C,NRBP1,CDKN2A,MBD1,CYLD,DNMT3A,URB2,SF3B1,MAGED1,ANK3,UCK2,TMEM97,TPX2,C5orf30,KLHL18,NUF2,ZNF267,AP1B1,LYN,SAFB2,EXT2,APP,REPS1,MXD1,PAIP1,VAV1,APLP2,DECR1,GRSF1,RPAP1,AQR,RBM12B,TOP1MT,FAM3A,ENPP4,CPNE1,CLPTM1,CLCN3,RNF25,MAP4K4,NARF,CUL3,ELP4,NUP155,OGDH,PKMYT1,GALK2,TANC1,EDEM2,SHCBP1,TMEM201,JAK1,DSN1,DGCR8,SCAP,PSMD3,TULP3,WDR7,TICAM1,H3F3A,PDCD11,ZBTB11,ABCA1,SMAD4,TSPAN5,POLQ,USP13,KIF3B,CMAS,NCOR2,PKP4,GOLIM4,EYA1,TKT,SLC25A12,GMCL1,UBE4A,ETS1,RMI1,HMG20A,FOXO3,XPR1,HLA-A,FASTKD3,FGFR3,PTEN,FUT8,ZDHHC13,PTPN11,LTN1,ORC3,FBXL19,STAT3,LYPLA2,SPTAN1,RPAP3,TSHZ1,CNTN5,PSPC1,RANGAP1,RAB3IP,RHOT1,MEN1,MACF1,KLF6,ZNF407,ZFR,BSDC1,SMAP2,FBXO21,INF2,HGS,SLC38A7,TTLL4,ZNF330,STX18,PML,MEGF9,WDR91,HRAS lung-middle_lobe-carcinoma-adenocarcinoma lung-middle_lobe-carcinoma-adenocarcinoma 0.999998384002667 -1.6159986386767e-06 1388 150 0.0579822187862389 2587 17385 23511,10154,64743,1659,6634,1432,10838,286826,91752,7752,23047,8801,1408,1836,11319,4249,988,9736,8615,81603,4288,672,55840,58508,79026,10972,4796,55293,9825,54955,6794,55568,140831,409,64393,11325,10723,8216,10912,54205,2145,440275,11243,7270,57492,55142,51593,51735,1119,9731,84246,4174,155061,54872,3344,9646,22920,9735,9961,5558,157922,3845,10277,51657,55843,8165,55361,5792,2590,4673,996,4905,27316,2821,9701,10140,440279,57679,9841,10989,2305,5395,4627,83540,4998,6389,351,10605,25888,23616,115,10270,9306,7267,9716,79571,54989,51703,1209,5983,55234,7456,6310,92344,25978,23431,90957,6426,51069,57693,56931,1762,22984,66005,4089,27333,81620,4650,10844,55186,10075,55835,9055,51512,308,2091,23241,57553,6709,55827,53942,51571,259266,152579,3784,5140,23499,9927,2768,3840,9817,5426,9654,7027,10447,10128,5371,8570,5660,254065 NUP188,PLXNC1,WDR13,DHX8,SNRPD3,MAPK14,ZNF275,LIN9,ZNF804A,ZNF200,PDS5B,SUCLG2,CRY2,SLC26A2,ECD,MGAT5,CDC5L,USP34,USO1,TRIM8,MKI67,BRCA1,EAF2,KMT2C,AHNAK,TMED10,TONSL,UEVLD,SPATA2,C1orf109,STK11,GALNT10,ZSWIM3,ARRB2,ZMAT3,DDX42,SLC12A7,LZTR1,GADD45G,CYCS,EZH1,EIF2AK4,PMF1,TTF1,ARID1B,HAUS2,SRRT,RAPGEF6,CHKA,CEP104,MED10,MCM5,ZNF746,PIGG,FOXN2,CTR9,KIFAP3,KNTC1,MVP,PRIM2,CAMSAP1,KRAS,UBE4B,STYXL1,ARHGAP15,AKAP1,PI4K2A,PTPRF,GALNT2,NAP1L1,CDC27,NSF,RBMX,GPI,PPP6R2,TOB1,UNC13C,ALS2,ZBTB24,IMMT,FOXM1,PMS2,MYH9,NUF2,ORC1,SDHA,APP,PAIP1,ZNF473,SH3BP1,ADCY9,AKAP8,SOCS6,TTC3,AQR,GCC1,ZNF770,ACSL5,CLPTM1,RFC3,SMU1,WIPF1,ATXN1,GORAB,CHMP2B,AP4E1,DHX57,SRSF1,MRPL2,ZNF317,DUS3L,DMWD,PDCD11,CHID1,SMAD4,GOLIM4,CDT1,MYO9B,TUBGCP2,SLC25A36,HUWE1,CENPJ,PRC1,GTSE1,ANXA5,FBL,PACS2,MICAL3,SPTAN1,DCAF6,CNTN5,FAM49B,ASPM,SCFD2,KCNQ1,PDE3B,MACF1,MFN2,GNA12,KPNA4,KEAP1,POLE,TTLL4,TFDP1,FAM3C,LRPPRC,PML,KHSRP,PSAP,BRWD3 lung-left_upper_lobe-carcinoma-adenocarcinoma lung-left_upper_lobe-carcinoma-adenocarcinoma 0.999998526301712 -1.4736993738707e-06 572 49 0.018940858136838 2587 17385 59269,7874,84838,10989,1788,9091,51035,7204,9159,84236,10914,3799,23683,5728,25896,9343,10691,23194,389677,221061,26986,10499,6733,6709,7040,51703,55334,53942,57326,51056,389072,3845,54887,9790,58508,8087,5698,27436,7520,159,79026,11329,79726,4669,60412,148022,22984,1029,11124 HIVEP3,USP7,ZNF496,IMMT,DNMT3A,PIGQ,UBXN1,TRIO,PCSK7,RHBDD1,PAPOLA,KIF5B,PRKD3,PTEN,INTS7,EFTUD2,GMEB1,FBXL7,RBM12B,FAM171A1,PABPC1,NCOA2,SRPK2,SPTAN1,TGFB1,ACSL5,SLC39A9,CNTN5,PBXIP1,LAP3,PLEKHM3,KRAS,UHRF1BP1,BMS1,KMT2C,FXR1,PSMB9,EML4,XRCC5,ADSS,AHNAK,STK38,WDR59,NAGLU,EXOC4,TICAM1,PDCD11,CDKN2A,FAF1 left_upper_lobe left_upper_lobe 0.999998739635469 -1.26036532489296e-06 574 49 0.018940858136838 2587 17385 59269,7874,84838,10989,1788,9091,51035,7204,9159,84236,10914,3799,23683,5728,25896,9343,10691,23194,389677,221061,26986,10499,6733,6709,7040,51703,55334,53942,57326,51056,389072,3845,54887,9790,58508,8087,5698,27436,7520,159,79026,11329,79726,4669,60412,148022,22984,1029,11124 HIVEP3,USP7,ZNF496,IMMT,DNMT3A,PIGQ,UBXN1,TRIO,PCSK7,RHBDD1,PAPOLA,KIF5B,PRKD3,PTEN,INTS7,EFTUD2,GMEB1,FBXL7,RBM12B,FAM171A1,PABPC1,NCOA2,SRPK2,SPTAN1,TGFB1,ACSL5,SLC39A9,CNTN5,PBXIP1,LAP3,PLEKHM3,KRAS,UHRF1BP1,BMS1,KMT2C,FXR1,PSMB9,EML4,XRCC5,ADSS,AHNAK,STK38,WDR59,NAGLU,EXOC4,TICAM1,PDCD11,CDKN2A,FAF1 upper_aerodigestive_tract-larynx-carcinoma-squamous_cell_carcinoma upper_aerodigestive_tract-larynx-carcinoma-squamous_cell_carcinoma 0.999998740593312 -1.25940748115427e-06 1980 227 0.0877464244298415 2587 17385 65986,7325,29933,10154,7798,9682,4763,3074,27044,84196,26051,5936,50804,201292,79943,80153,200424,667,23225,25926,3572,7752,6717,168850,6733,157680,5796,84527,4893,165055,3035,7428,79813,54888,10592,26503,9203,7174,1939,4253,55526,6794,1855,7029,4086,140831,56994,64795,59269,4594,51622,7204,10664,84133,10787,4853,10081,3693,23165,55225,2280,5925,9126,4775,471,9678,200576,79888,23515,2222,51386,9267,83696,221937,9821,9219,262,10147,54881,3845,27102,8491,388561,10277,5339,84447,8289,79896,830,55818,1982,4548,9397,84930,64598,5792,7248,2803,3836,996,47,84166,60412,80124,10856,4649,10611,440279,29959,1029,4152,1540,1788,9816,23451,9500,288,7371,27346,22974,90355,23276,83540,10308,162,4067,9667,2132,351,85021,4084,10605,7409,334,1666,2926,26015,9716,389677,116447,60343,22875,8904,1209,1182,64320,9448,26502,8452,26610,9631,4967,9088,2585,85461,55741,79801,199953,3716,79980,54487,22937,5709,7289,23335,148022,3020,22984,27107,19,4089,10098,10721,8975,9371,55907,9612,8502,27333,2138,7086,8604,64395,9354,2113,80010,10363,2309,9213,3105,79072,2261,5728,2530,54503,5781,26046,23595,54620,6774,11313,6709,79657,10194,53942,55269,5905,117177,55288,4221,23499,1316,55628,51663,55108,64744,23014,64423,9146,55238,9654,27309,53407,5371,1955,29062,3265 ZBTB10,UBE2E2,GPR132,PLXNC1,LUZP1,KDM4A,NF1,HEXB,SND1,USP48,PPP1R16B,RBM4,MYEF2,TRIM65,ZNF696,EDC3,TET3,DST,NUP210,NOL11,IL6ST,ZNF200,SRI,ZNF800,SRPK2,VPS13B,PTPRK,ZNF559,NRAS,CCDC138,HARS,VHL,EHMT1,NSUN2,SMC2,SLC17A5,ZMYM3,TPP2,EIF2D,MIA2,DHTKD1,STK11,DVL1,TFDP2,SMAD1,ZSWIM3,CHPT1,RMND5A,HIVEP3,MUT,CCZ1,TRIO,CTCF,ZNRF3,NCKAP1,NOTCH2,PDCD7,ITGB5,NUP205,RAVER2,FKBP1A,RB1,SMC3,NFATC3,ATIC,PHF14,PIKFYVE,LPCAT1,MORC3,FDFT1,EIF3L,CYTH1,TRAPPC9,FOXK1,RB1CC1,MTA2,AMD1,SUGP2,TEX10,KRAS,EIF2AK1,MAP4K3,ZNF761,UBE4B,PLEC,SYVN1,ARID1A,THNSL1,CAPZA2,KDM3A,EIF4G2,MTR,NMT2,MASTL,MOSPD3,PTPRF,TSC1,GOLGA4,KPNA1,CDC27,ACLY,NLRC5,EXOC4,VCPIP1,RUVBL2,MYO9A,PDLIM5,UNC13C,NRBP1,CDKN2A,MBD1,CYLD,DNMT3A,URB2,SF3B1,MAGED1,ANK3,UCK2,TMEM97,TPX2,C5orf30,KLHL18,NUF2,ZNF267,AP1B1,LYN,SAFB2,EXT2,APP,REPS1,MXD1,PAIP1,VAV1,APLP2,DECR1,GRSF1,RPAP1,AQR,RBM12B,TOP1MT,FAM3A,ENPP4,CPNE1,CLPTM1,CLCN3,RNF25,MAP4K4,NARF,CUL3,ELP4,NUP155,OGDH,PKMYT1,GALK2,TANC1,EDEM2,SHCBP1,TMEM201,JAK1,DSN1,DGCR8,SCAP,PSMD3,TULP3,WDR7,TICAM1,H3F3A,PDCD11,ZBTB11,ABCA1,SMAD4,TSPAN5,POLQ,USP13,KIF3B,CMAS,NCOR2,PKP4,GOLIM4,EYA1,TKT,SLC25A12,GMCL1,UBE4A,ETS1,RMI1,HMG20A,FOXO3,XPR1,HLA-A,FASTKD3,FGFR3,PTEN,FUT8,ZDHHC13,PTPN11,LTN1,ORC3,FBXL19,STAT3,LYPLA2,SPTAN1,RPAP3,TSHZ1,CNTN5,PSPC1,RANGAP1,RAB3IP,RHOT1,MEN1,MACF1,KLF6,ZNF407,ZFR,BSDC1,SMAP2,FBXO21,INF2,HGS,SLC38A7,TTLL4,ZNF330,STX18,PML,MEGF9,WDR91,HRAS extremity extremity 0.999998941449179 -1.05855138103631e-06 1931 220 0.0850405875531504 2587 17385 54520,9592,7629,51202,79717,25957,6767,7249,9682,30827,120526,10629,11004,3267,6634,9815,6621,8761,23225,9910,200081,231,55094,3835,9972,27247,23228,988,9736,84248,4893,23762,987,6241,58508,11054,8575,51099,79026,195828,4134,4669,55526,10795,84851,140831,23272,90850,51068,823,5214,7323,4594,9159,23389,8621,440275,139818,55252,57492,9276,55249,4775,51088,622,54872,63925,3344,27245,23194,9794,6558,54882,5464,51631,8542,4363,51386,9267,7264,7916,10771,23152,133418,8861,10147,9452,222658,388561,8289,9782,55544,1613,132884,55832,7248,2058,996,57544,51586,84166,81610,84669,23523,146198,6625,4649,10140,29959,1029,10443,9092,55809,23512,23304,23451,8664,288,143187,81614,1120,55758,56940,2132,153396,57189,126549,334,55342,488,55900,4931,7586,5537,1431,55752,26015,9716,81928,389677,10006,10126,113,1477,5983,79956,83989,26048,10473,9448,51340,57404,57691,9631,9129,23431,11232,3796,6873,90407,476,5933,23603,64327,55871,2289,54758,54532,23300,56288,9612,9371,4719,27333,353274,9320,254428,55732,4126,55922,64395,54497,168374,3105,5771,2261,9456,9138,54503,10695,57553,2956,10194,7040,1455,53942,9044,259266,7156,143,9382,55690,84298,29882,117177,1316,5052,10897,6573,51382,23264,55536,4065,5311,79968,254065,11065,132864,9700,29945 CCDC93,IER2,ZNF76,DDX47,PPCS,PNISR,ST13,TSC2,KDM4A,CXXC1,DNAJC24,TAF6L,KIF2C,AGFG1,SNRPD3,GIT2,SNAPC4,PABPC4,NUP210,RABGAP1L,TXLNA,AKR1B1,GPATCH1,KIF22,NUP153,NFU1,PLCL2,CDC5L,USP34,FYTTD1,NRAS,OSBP2,LRBA,RRM2,KMT2C,OGFR,PRKRA,ABHD5,AHNAK,ZNF367,MAP4,NAGLU,DHTKD1,ZNF268,TRIM52,ZSWIM3,FAM208A,ZNF598,NMD3,CAPN1,PFKP,UBE2D3,MUT,PCSK7,MED13L,CDK13,EIF2AK4,DOCK11,ASXL2,ARID1B,COPB2,YY1AP1,NFATC3,KLHL5,BDH1,PIGG,ZNF335,FOXN2,AHDC1,FBXL7,MAML1,SLC12A2,ANKHD1,PPA1,LUC7L2,APOL1,ABCC1,EIF3L,CYTH1,TSTA3,PRRC2A,ZMYND11,CIC,EMB,LDB1,SUGP2,ITM2A,KCTD20,ZNF761,ARID1A,MATR3,RBM38,DAPK3,EVC2,CAND1,TSC1,EPRS,CDC27,TXNDC16,MED15,NLRC5,FAM83D,USP32,CABIN1,ZFP90,SNRNP70,MYO9A,TOB1,NRBP1,CDKN2A,N4BP2L2,SART1,TRERF1,SUZ12,UBR2,SF3B1,EIF3D,ANK3,VTI1A,NIPA2,CHKB,RCOR3,DUSP22,EXT2,TMEM161B,KIAA1147,ANKLE1,APLP2,STRBP,ATP2A2,ZNF302,NVL,ZKSCAN1,PPP6C,CS,SEPT11,RPAP1,AQR,CABLES2,RBM12B,ABI1,DNAL4,ADCY7,CSTF1,RFC3,ERMP1,FAM172A,ZNF500,HMGN4,MAP4K4,CRNKL1,CYP20A1,KIAA1586,NUP155,PRPF3,AP4E1,POLG2,KIF2A,TAF2,TMEM41A,ATP1A1,RBL1,CORO1C,LMBR1,CBWD1,FKBP5,KLHDC4,USP53,ATMIN,PARD3,NCOR2,KIF3B,NDUFS1,GOLIM4,ZNF445,TRIP12,SLC41A1,C1orf112,MANBA,NKRF,GMCL1,HEATR5B,ZNF92,HLA-A,PTPN2,FGFR3,HOMER1,ARHGEF1,ZDHHC13,CNPY3,MICAL3,MSH6,TSHZ1,TGFB1,CSNK1G2,CNTN5,BTAF1,ASPM,TOP3A,PARP4,COG1,PACS1,LLPH,ANAPC2,RAB3IP,KLF6,PRDX1,YIF1A,SLC19A1,ATP6V1D,ZC3H7B,CDCA7L,LY75,PKD2,WDR76,BRWD3,UBE2C,CPEB2,ESPL1,ANAPC4 stomach-carcinoma-mixed_intestinal_and_diffuse_adenocarcinoma-unclassifiable stomach-carcinoma-mixed_intestinal_and_diffuse_adenocarcinoma-unclassifiable 0.999999202211431 -7.97788887175787e-07 973 96 0.0371086200231929 2587 17385 142678,196528,4191,9557,6890,27346,4627,11156,5093,9667,1432,587,91752,25926,55876,63892,9928,6717,23047,55094,2760,134359,6733,1263,4893,10801,330,55872,4041,4170,58508,8575,55341,4144,7343,8881,146909,3716,54487,51747,8312,399687,79823,9031,154141,56006,23272,103910,56288,127002,8975,9612,338692,23708,79734,29924,9967,5532,4853,23142,54497,55835,9343,2530,10116,26019,124565,2733,6774,4644,5170,55794,2581,27032,6128,64763,4605,3845,29882,3784,117177,8289,5339,4350,23499,60558,219988,3663,5426,9844,201725,1655,84875,440279,3265,1029 MIB2,ARID2,MDH2,CHD1L,TAP1,TMEM97,MYH9,PTP4A3,PCBP1,SAFB2,MAPK14,BCAT2,ZNF804A,NOL11,GSDMB,THADA,KIF14,SRI,PDS5B,GPATCH1,GM2A,POC5,SRPK2,PLK3,NRAS,SEPT9,BIRC3,PBK,LRP5,MCL1,KMT2C,PRKRA,LSG1,MAT2A,UBTF,CDC16,KIF18B,JAK1,DGCR8,LUC7L3,AXIN1,MYO18A,CAMKMT,BAZ1B,MBOAT1,SMG9,FAM208A,MYL12B,PARD3,ATXN7L2,USP13,NCOR2,ANKRD13D,GSPT2,KCTD17,EPN1,THRAP3,PPP3CB,NOTCH2,DCUN1D4,HEATR5B,CENPJ,EFTUD2,FUT8,FEM1B,UPF2,SLC38A10,GLE1,STAT3,MYO5A,PDPK1,DDX28,GALC,ATP2C1,RPL6,ZNF574,MYBL2,KRAS,ANAPC2,KCNQ1,RAB3IP,ARID1A,PLEC,MPG,MACF1,GUF1,PATL1,IRF5,POLE,ELMO1,C4orf46,DDX5,PARP10,UNC13C,HRAS,CDKN2A mixed_intestinal_and_diffuse_adenocarcinoma-unclassifiable mixed_intestinal_and_diffuse_adenocarcinoma-unclassifiable 0.999999202211431 -7.97788887175787e-07 973 96 0.0371086200231929 2587 17385 142678,196528,4191,9557,6890,27346,4627,11156,5093,9667,1432,587,91752,25926,55876,63892,9928,6717,23047,55094,2760,134359,6733,1263,4893,10801,330,55872,4041,4170,58508,8575,55341,4144,7343,8881,146909,3716,54487,51747,8312,399687,79823,9031,154141,56006,23272,103910,56288,127002,8975,9612,338692,23708,79734,29924,9967,5532,4853,23142,54497,55835,9343,2530,10116,26019,124565,2733,6774,4644,5170,55794,2581,27032,6128,64763,4605,3845,29882,3784,117177,8289,5339,4350,23499,60558,219988,3663,5426,9844,201725,1655,84875,440279,3265,1029 MIB2,ARID2,MDH2,CHD1L,TAP1,TMEM97,MYH9,PTP4A3,PCBP1,SAFB2,MAPK14,BCAT2,ZNF804A,NOL11,GSDMB,THADA,KIF14,SRI,PDS5B,GPATCH1,GM2A,POC5,SRPK2,PLK3,NRAS,SEPT9,BIRC3,PBK,LRP5,MCL1,KMT2C,PRKRA,LSG1,MAT2A,UBTF,CDC16,KIF18B,JAK1,DGCR8,LUC7L3,AXIN1,MYO18A,CAMKMT,BAZ1B,MBOAT1,SMG9,FAM208A,MYL12B,PARD3,ATXN7L2,USP13,NCOR2,ANKRD13D,GSPT2,KCTD17,EPN1,THRAP3,PPP3CB,NOTCH2,DCUN1D4,HEATR5B,CENPJ,EFTUD2,FUT8,FEM1B,UPF2,SLC38A10,GLE1,STAT3,MYO5A,PDPK1,DDX28,GALC,ATP2C1,RPL6,ZNF574,MYBL2,KRAS,ANAPC2,KCNQ1,RAB3IP,ARID1A,PLEC,MPG,MACF1,GUF1,PATL1,IRF5,POLE,ELMO1,C4orf46,DDX5,PARP10,UNC13C,HRAS,CDKN2A skin-extremity-malignant_melanoma skin-extremity-malignant_melanoma 0.9999992254074 -7.74592899530951e-07 1930 219 0.0846540394279088 2587 17385 54520,9592,7629,51202,79717,25957,6767,7249,9682,30827,120526,10629,11004,3267,6634,9815,6621,8761,23225,9910,200081,231,55094,3835,9972,27247,23228,988,9736,84248,4893,23762,987,6241,58508,11054,8575,51099,79026,195828,4134,4669,55526,10795,84851,140831,23272,90850,51068,823,5214,7323,4594,9159,23389,8621,440275,139818,55252,57492,9276,55249,4775,51088,622,54872,63925,3344,27245,23194,9794,6558,54882,5464,51631,8542,4363,51386,9267,7264,7916,10771,23152,133418,8861,10147,9452,222658,388561,8289,9782,55544,1613,132884,55832,7248,2058,996,57544,51586,84166,81610,84669,23523,146198,6625,4649,10140,29959,1029,10443,9092,55809,23512,23304,23451,8664,288,143187,81614,1120,55758,56940,2132,153396,57189,126549,334,55342,488,55900,4931,7586,5537,1431,55752,26015,9716,81928,389677,10006,10126,113,1477,5983,79956,83989,26048,10473,9448,51340,57404,57691,9631,9129,23431,11232,3796,6873,90407,476,5933,23603,64327,55871,2289,54758,54532,23300,56288,9612,9371,4719,27333,353274,9320,254428,55732,4126,55922,64395,54497,168374,3105,5771,9456,9138,54503,10695,57553,2956,10194,7040,1455,53942,9044,259266,7156,143,9382,55690,84298,29882,117177,1316,5052,10897,6573,51382,23264,55536,4065,5311,79968,254065,11065,132864,9700,29945 CCDC93,IER2,ZNF76,DDX47,PPCS,PNISR,ST13,TSC2,KDM4A,CXXC1,DNAJC24,TAF6L,KIF2C,AGFG1,SNRPD3,GIT2,SNAPC4,PABPC4,NUP210,RABGAP1L,TXLNA,AKR1B1,GPATCH1,KIF22,NUP153,NFU1,PLCL2,CDC5L,USP34,FYTTD1,NRAS,OSBP2,LRBA,RRM2,KMT2C,OGFR,PRKRA,ABHD5,AHNAK,ZNF367,MAP4,NAGLU,DHTKD1,ZNF268,TRIM52,ZSWIM3,FAM208A,ZNF598,NMD3,CAPN1,PFKP,UBE2D3,MUT,PCSK7,MED13L,CDK13,EIF2AK4,DOCK11,ASXL2,ARID1B,COPB2,YY1AP1,NFATC3,KLHL5,BDH1,PIGG,ZNF335,FOXN2,AHDC1,FBXL7,MAML1,SLC12A2,ANKHD1,PPA1,LUC7L2,APOL1,ABCC1,EIF3L,CYTH1,TSTA3,PRRC2A,ZMYND11,CIC,EMB,LDB1,SUGP2,ITM2A,KCTD20,ZNF761,ARID1A,MATR3,RBM38,DAPK3,EVC2,CAND1,TSC1,EPRS,CDC27,TXNDC16,MED15,NLRC5,FAM83D,USP32,CABIN1,ZFP90,SNRNP70,MYO9A,TOB1,NRBP1,CDKN2A,N4BP2L2,SART1,TRERF1,SUZ12,UBR2,SF3B1,EIF3D,ANK3,VTI1A,NIPA2,CHKB,RCOR3,DUSP22,EXT2,TMEM161B,KIAA1147,ANKLE1,APLP2,STRBP,ATP2A2,ZNF302,NVL,ZKSCAN1,PPP6C,CS,SEPT11,RPAP1,AQR,CABLES2,RBM12B,ABI1,DNAL4,ADCY7,CSTF1,RFC3,ERMP1,FAM172A,ZNF500,HMGN4,MAP4K4,CRNKL1,CYP20A1,KIAA1586,NUP155,PRPF3,AP4E1,POLG2,KIF2A,TAF2,TMEM41A,ATP1A1,RBL1,CORO1C,LMBR1,CBWD1,FKBP5,KLHDC4,USP53,ATMIN,PARD3,NCOR2,KIF3B,NDUFS1,GOLIM4,ZNF445,TRIP12,SLC41A1,C1orf112,MANBA,NKRF,GMCL1,HEATR5B,ZNF92,HLA-A,PTPN2,HOMER1,ARHGEF1,ZDHHC13,CNPY3,MICAL3,MSH6,TSHZ1,TGFB1,CSNK1G2,CNTN5,BTAF1,ASPM,TOP3A,PARP4,COG1,PACS1,LLPH,ANAPC2,RAB3IP,KLF6,PRDX1,YIF1A,SLC19A1,ATP6V1D,ZC3H7B,CDCA7L,LY75,PKD2,WDR76,BRWD3,UBE2C,CPEB2,ESPL1,ANAPC4 skin-arm-malignant_melanoma skin-arm-malignant_melanoma 0.999999519604241 -4.80395873994099e-07 1332 140 0.054116737533823 2587 17385 29855,9682,102,56922,8454,54187,387921,80153,91752,23225,2120,55094,8801,4249,988,9736,5347,23020,4893,1952,208,987,4288,26503,5635,89122,25929,79026,54014,3703,8473,9031,8754,6041,55568,84275,9535,1063,51715,23389,4853,3693,2053,56339,51593,84236,10615,92745,23759,4201,63925,79648,2771,8508,83696,9219,2181,2629,5682,3845,8289,6675,51586,84166,60412,9701,1029,84079,79585,55870,21,4191,831,54148,288,5395,6597,10308,80308,64112,25909,55342,4931,115,57122,6185,54982,51755,113,22875,8036,9107,3301,25788,56981,1650,5933,54487,6778,23603,22926,27107,80346,1783,9612,55907,27333,2138,254428,79872,7905,23396,57458,4121,6118,4723,5728,55761,53373,11313,55827,143,23365,124997,23499,6626,9416,4542,8897,7165,51382,5426,7027,56987,10128,3614,4065,29062,91782,3265 UBN1,KDM4A,ADAM10,MCCC1,CUL1,NANS,NHLRC3,EDC3,ZNF804A,NUP210,ETV6,GPATCH1,SUCLG2,MGAT5,CDC5L,USP34,PLK1,SNRNP200,NRAS,CELSR2,AKT2,LRBA,MKI67,SLC17A5,PRPSAP1,TRIM4,GEMIN5,AHNAK,BRWD1,STT3A,OGT,BAZ1B,ADAM9,RNASEL,GALNT10,SLC25A33,GMFG,CENPF,RAB23,MED13L,NOTCH2,ITGB5,EPHX2,METTL3,SRRT,RHBDD1,SPAG5,SLC38A5,PPIL2,MEA1,ZNF335,MCPH1,GNAI2,NIPSNAP1,TRAPPC9,MTA2,ACSL3,GBA,PSMA1,KRAS,ARID1A,UAP1,MED15,NLRC5,EXOC4,PPP6R2,CDKN2A,ANKRD27,CORO7,ASH1L,ABCA3,MDH2,CAST,MRPL39,ANK3,PMS2,SMARCA4,ZNF267,FLAD1,MOAP1,AHCTF1,STRBP,NVL,ADCY9,NUP107,RPN2,CLN6,CDK12,ADCY7,ENPP4,SHOC2,MTMR6,DNAJA1,RAD54B,PRDM11,DDOST,RBL1,DGCR8,STAT6,CORO1C,ATF6,ZBTB11,REEP4,DYNC1LI2,NCOR2,CMAS,GOLIM4,EYA1,SLC41A1,CBLL1,REEP5,PIP5K1C,TMCC3,MAN1A1,RPA2,NDUFV1,PTEN,TTC17,TPCN1,LYPLA2,DCAF6,PARP4,ARHGEF12,WDR81,MACF1,SNRPA,DDX23,MYO1F,MTMR3,TPD52L2,ATP6V1D,POLE,TFDP1,BBX,LRPPRC,IMPDH1,LY75,WDR91,CHMP7,HRAS skin-scalp-malignant_melanoma skin-scalp-malignant_melanoma 0.999999607931957 -3.92068120142169e-07 641 55 0.0212601468882876 2587 17385 55870,55355,10154,196528,102,4763,288,5879,23276,23389,5361,26051,169714,5996,80153,29904,4899,23225,5906,2618,23616,5728,23107,55094,7267,9690,221061,818,2222,4893,11070,57062,259266,9107,9382,157313,3845,26503,8289,10452,1665,8897,55293,84456,51614,60412,10128,23523,949,7596,7026,3265,1029,5214,8745 ASH1L,HJURP,PLXNC1,ARID2,ADAM10,NF1,ANK3,RAC1,KLHL18,MED13L,PLXNA1,PPP1R16B,QSOX2,RGS1,EDC3,EEF2K,NRF1,NUP210,RAP1A,GART,SH3BP1,PTEN,MRPS27,GPATCH1,TTC3,UBE3C,FAM171A1,CAMK2G,FDFT1,NRAS,TMEM115,DDX24,ASPM,MTMR6,COG1,CDCA2,KRAS,SLC17A5,ARID1A,TOMM40,DHX15,MTMR3,UEVLD,L3MBTL3,ERGIC3,EXOC4,LRPPRC,CABIN1,SCARB1,ZNF45,NR2F2,HRAS,CDKN2A,PFKP,ADAM23 nodular nodular 0.999999939947342 -6.00526601367542e-08 1541 162 0.062620796289138 2587 17385 23511,375790,7249,10007,116496,79073,56922,27044,387921,9294,26051,55215,79943,29904,5707,23225,54680,92241,3032,54776,55094,9972,4968,9830,988,5796,578,4893,9874,84545,54531,8541,23344,58508,54443,4953,378,1665,10036,55677,9697,1731,54502,55717,81572,8312,4134,54480,10313,83752,8216,64761,51307,3133,7204,64781,9493,135293,4853,23042,7023,7408,9343,22920,79888,221061,55728,223,55794,7916,2181,2629,64763,8491,3845,6016,388561,9139,55843,7520,6257,6675,9124,9167,4783,55198,142891,57231,1029,54737,9185,23451,9816,5879,26092,288,79038,4998,3925,351,1105,79595,23683,9110,90141,7267,79571,57130,535,4773,55741,84811,7416,2287,90957,64599,8427,476,79980,10607,2289,51629,10721,51362,10045,55635,5552,10926,56996,54497,4121,152789,11060,55159,2261,5728,10075,10598,55835,64794,1265,10051,51426,3609,7156,5575,4221,23499,2011,7942,782,81930,9654,55238,23264,2734,4065,9581,975,9700,3265,1642 NUP188,AGRN,TSC2,GNPDA1,FAM129A,TMEM109,MCCC1,SND1,NHLRC3,S1PR2,PPP1R16B,FANCI,ZNF696,EEF2K,PSMD1,NUP210,ZNHIT6,RCSD1,HADHB,PPP1R12C,GPATCH1,NUP153,OGG1,TRIM14,CDC5L,PTPRK,BAK1,NRAS,TLK1,MRPL43,MIER2,PPFIA3,ESYT1,KMT2C,ANLN,ODC1,ARF4,DHX15,CHAF1A,IWS1,TRAM2,SEPT1,RBM47,WDR11,PDRG1,AXIN1,MAP4,CHPF2,RTN3,LONP2,LZTR1,PARP12,FAM53C,HLA-E,TRIO,CERK,KIF23,PM20D2,NOTCH2,PDXDC1,TFAP4,VASP,EFTUD2,KIFAP3,LPCAT1,FAM171A1,N4BP2,ALDH9A1,DDX28,PRRC2A,ACSL3,GBA,ZNF574,MAP4K3,KRAS,RIT1,ZNF761,CBFA2T2,ARHGAP15,XRCC5,RXRB,UAP1,PDLIM1,COX7A2L,NFIL3,APPL2,SAMD8,SNX14,CDKN2A,MPHOSPH8,REPS2,SF3B1,URB2,RAC1,TOR1AIP1,ANK3,ZFYVE21,ORC1,STMN1,APP,CHD1,SAP130,PRKD3,MTMR4,EFCAB11,TTC3,GCC1,ATP13A1,ATP6V0A1,NFATC2,EDEM2,BUD13,VDAC1,FKBP3,DHX57,GIGYF1,ZNF282,ATP1A1,DSN1,TBL3,FKBP5,SLC25A39,POLQ,CDC40,SH2D3A,DEPDC1,SRGN,DBF4,SLC12A9,HEATR5B,MAN1A1,JAKMIP1,WWP2,RFWD3,FGFR3,PTEN,HUWE1,AHSA1,CENPJ,DDX31,CNN2,SMC4,POLK,ILF3,TOP3A,PRKAR1B,MEN1,MACF1,MARK2,TFEB,CACNB1,KIF18A,TTLL4,SLC38A7,ZC3H7B,GLG1,LY75,PREPL,CD81,ESPL1,HRAS,DDB1 skin-trunk-malignant_melanoma skin-trunk-malignant_melanoma 0.999999967090908 -3.2909092422914e-08 2701 313 0.120989563200618 2587 17385 54520,84838,79717,3074,1659,26051,50804,8761,805,3833,5867,23228,122416,168850,64223,1263,80228,4893,79813,11169,11083,55974,55677,25855,79026,7454,7174,4134,1939,7188,64393,11325,5965,2130,9703,4594,23708,7410,7204,56172,6240,22839,2683,7155,54930,6522,79577,10615,55144,3632,9783,4436,1612,23545,200576,79902,7916,10771,55253,157506,5339,8289,830,4548,23,114885,9792,84669,55627,2821,6949,4217,11236,1029,51389,25886,23451,23304,288,5879,6941,54467,8895,147923,488,9110,1185,7267,80254,7159,9716,80895,79571,9550,8904,10576,79607,2585,79807,79801,10412,55139,8881,79980,3716,28996,23335,10531,2139,10721,23143,136051,353274,80829,11119,79872,54497,152789,55159,10075,5728,80218,9055,51512,26019,8128,23241,10499,2956,10051,6709,3945,65094,79183,6867,26268,117177,55227,7784,60558,4542,27340,11244,9654,51,4236,23473,4065,6992,132864,9700,705,23505,221150,9984,4763,60313,22993,1457,23456,2030,8678,329,9815,7844,55215,10914,200424,27,667,91752,23336,221294,55094,231,6917,1983,4603,5926,55749,157680,10057,6733,26469,54468,51107,8624,222484,4041,23344,11054,58508,10036,25929,54014,23350,9274,4253,9031,9780,55568,221336,7596,158427,55768,83930,55355,1063,29924,8621,203054,8702,23039,6018,55252,51593,57492,51514,5925,8914,22920,191,2733,9735,5832,55728,4363,223,9267,10906,55074,51072,157922,8491,23168,27102,3845,1982,1613,2803,996,60412,84166,57536,146198,5476,23780,79034,123606,7874,6938,79022,55870,196528,221092,6597,284273,2132,79595,7409,25888,11062,9928,5537,6185,55334,1182,1371,9107,6310,4773,9129,2178,57602,6426,22937,5933,55192,80818,81611,4048,19,56288,57508,9320,257218,5552,10926,79677,5074,56996,80010,9213,7037,4121,1520,9181,64794,9776,84172,4644,55827,53942,4678,27032,10061,9416,29028,84456,6428,3265,10114,2653 CCDC93,ZNF496,PPCS,HEXB,DHX8,PPP1R16B,MYEF2,PABPC4,CALM2,KIFC1,RAB4A,PLCL2,ANKRD9,ZNF800,MLST8,PLK3,ORAI2,NRAS,EHMT1,WDHD1,DIDO1,SLC50A1,IWS1,BRMS1,AHNAK,WAS,TPP2,MAP4,EIF2D,TRAF5,ZMAT3,DDX42,RECQL,EWSR1,KIAA0100,MUT,GSPT2,VAV2,TRIO,ANKH,RRM1,DLGAP4,B4GALT1,TOP2B,HAUS4,SLC4A2,CDC73,SPAG5,LRRC8D,INPP5A,RIMS3,MSH2,DAPK1,ATP6V0A2,PIKFYVE,NUP85,PRRC2A,ZMYND11,TYW1,RDH10,PLEC,ARID1A,CAPZA2,MTR,ABCF1,OSBPL11,SERTAD2,USP32,SMPD4,GPI,TCOF1,MAP3K5,RNF139,CDKN2A,RWDD1,POC1A,SF3B1,UBR2,ANK3,RAC1,TCF19,ANKIB1,CPNE3,ZNF420,ATP2A2,MTMR4,CLCN6,TTC3,CEP63,TP53BP2,AQR,ILKAP,GCC1,ATP6V1G1,CPNE1,CCT2,FAM118B,GALK2,GSTCD,SHCBP1,NSA2,ANKZF1,CDC16,DSN1,JAK1,HIPK2,WDR7,PITRM1,EYA2,POLQ,LRCH1,ZNF786,ZNF445,ZFP91,BTN3A1,CBLL1,HEATR5B,JAKMIP1,RFWD3,HUWE1,PTEN,NAA50,PRC1,GTSE1,UPF2,ST8SIA2,PACS2,NCOA2,MSH6,SMC4,SPTAN1,LDHB,JMJD4,TTPAL,TACC1,FBXO9,RAB3IP,LRRC1,ZP3,GUF1,MYO1F,UTP20,ZHX1,TTLL4,ACOX1,MFAP1,CAPN7,LY75,PPP1R11,CPEB2,ESPL1,BYSL,TMEM131,SKA3,THOC1,NF1,GPBP1L1,HMGXB3,CSNK2A1,ABCB10,SLC29A1,BECN1,BIRC2,GIT2,RNF103,FANCI,PAPOLA,TET3,ABL2,DST,ZNF804A,SYNM,NT5DC1,GPATCH1,AKR1B1,TCEA1,EIF5,MYBL1,ARID4A,CCAR1,VPS13B,ABCC5,SRPK2,PTPN18,MIOS,APH1A,PSMG1,LNX2,LRP5,ESYT1,OGFR,KMT2C,CHAF1A,GEMIN5,BRWD1,U2SURP,BCL7C,MIA2,BAZ1B,PIEZO1,GALNT10,BEND6,ZNF45,TSTD2,NGLY1,STARD3NL,HJURP,CENPF,EPN1,CDK13,ADCK5,B4GALT4,XPO7,RLF,ASXL2,SRRT,ARID1B,DTL,RB1,TIMELESS,KIFAP3,AHCY,GLE1,KNTC1,ALDH18A1,N4BP2,ABCC1,ALDH9A1,CYTH1,TRAFD1,OXR1,MEMO1,CAMSAP1,MAP4K3,RTF1,EIF2AK1,KRAS,EIF4G2,DAPK3,GOLGA4,CDC27,EXOC4,NLRC5,KIAA1328,ZFP90,CTSA,APOL2,C7orf26,NIPA1,USP7,TCF12,TMEM106C,ASH1L,ARID2,HNRNPUL2,SMARCA4,ZADH2,EXT2,SAP130,VAV1,ZNF473,DUS4L,KIF14,PPP6C,RPN2,SLC39A9,CLCN3,CPOX,MTMR6,ATXN1,NFATC2,PRPF3,FANCE,USP36,SRSF1,SCAP,RBL1,DNAJC17,ZNF436,ANP32E,LTA4H,ABCA1,PARD3,INTS2,TRIP12,SHPRH,SRGN,DBF4,SMC6,PAWR,SLC12A9,RMI1,XPR1,TFRC,MAN1A1,CTSS,ARHGEF2,DDX31,ATG13,POLR1B,MYO5A,DCAF6,CNTN5,NASP,ATP2C1,ABCF2,DDX23,ATAD2,L3MBTL3,SRSF3,HRAS,HIPK3,GCSH mucosal mucosal 0.999999981390287 -1.86097129211627e-08 2042 224 0.0865867800541167 2587 17385 6723,10154,7798,9682,60313,4763,116496,56922,51427,27044,11004,5361,84196,1432,64756,6147,1390,91752,9231,23225,2120,7752,200081,27247,79892,117246,8514,5094,5796,10522,23020,4893,1952,7071,987,6241,150468,54531,397,11083,58508,200185,55974,84549,1665,8661,889,7343,25929,79026,56478,54502,8312,7174,10785,11273,4253,8754,689,6041,7188,25913,23586,59269,55119,64761,2130,9535,57085,7410,9744,9159,427,29127,2053,79577,7270,57492,23165,51514,92745,1954,51564,54872,1503,829,8914,191,5833,9690,54764,79888,8542,84284,9821,133418,9219,262,55253,157506,3845,79896,9782,64598,5792,7248,114885,79573,996,79728,9063,84166,92675,7534,55627,2821,4649,54820,22902,9701,10611,3073,11222,1029,55870,55809,10625,9816,6195,9500,5879,288,6597,1389,83540,253558,2132,7409,3181,54700,6672,9110,4931,5537,7159,9562,84057,23476,57130,51340,7456,4773,4209,55741,84811,23431,79801,23085,90957,3308,8881,10236,22937,55165,152006,6772,22926,63027,22984,5594,2139,23300,56288,10721,55907,11311,10926,79677,84836,55922,23062,28969,2261,5728,10075,9632,339324,9055,26019,58505,79033,6709,79657,9352,51105,5530,55827,259266,5575,143,10899,9238,23398,7942,23646,6573,9373,9844,11244,9654,114882,9797,53407,55536,1869,10128,4065,9406,8985,9581,284403,9700,3265,50619 SRM,PLXNC1,LUZP1,KDM4A,GPBP1L1,NF1,FAM129A,MCCC1,ZNF107,SND1,KIF2C,PLXNA1,USP48,MAPK14,ATPAF1,RPL23A,CREM,ZNF804A,DLG5,NUP210,ETV6,ZNF200,TXLNA,NFU1,MCMBP,FTSJ3,KCNAB2,PCBP2,PTPRK,DEAF1,SNRNP200,NRAS,CELSR2,KLF10,LRBA,RRM2,CKAP2L,MIER2,ARHGDIB,DIDO1,KMT2C,KRTCAP2,SLC50A1,MAK16,DHX15,EIF3A,KRIT1,UBTF,GEMIN5,AHNAK,EIF4ENIF1,RBM47,AXIN1,TPP2,WDR4,ATXN2L,MIA2,ADAM9,BTF3,RNASEL,TRAF5,POT1,DDX58,HIVEP3,PRPF38B,PARP12,EWSR1,GMFG,AGTRAP,VAV2,ACAP1,PCSK7,ASAH1,RACGAP1,EPHX2,CDC73,TTF1,ARID1B,NUP205,DTL,SLC38A5,MEGF8,HDAC7,PIGG,CTPS1,CAPZA1,TIMELESS,AHCY,PCYT2,UBE3C,ZRANB1,LPCAT1,APOL1,NTPCR,RB1CC1,EMB,MTA2,AMD1,TYW1,RDH10,KRAS,THNSL1,MATR3,MOSPD3,PTPRF,TSC1,OSBPL11,TTC13,CDC27,PALB2,PIAS2,NLRC5,DTD1,YWHAZ,SMPD4,GPI,MYO9A,NDE1,RUFY3,PPP6R2,PDLIM5,HEXA,MRPL3,CDKN2A,ASH1L,TRERF1,IVNS1ABP,URB2,RPS6KA1,MAGED1,RAC1,ANK3,SMARCA4,CREBL2,NUF2,LCLAT1,EXT2,VAV1,HNRNPA2B1,RRN3,SP100,MTMR4,NVL,PPP6C,TP53BP2,MINPP1,MND1,BRD4,ATP13A1,CRNKL1,WIPF1,NFATC2,MEF2D,EDEM2,BUD13,AP4E1,SHCBP1,ERC1,DHX57,HSPA4,CDC16,HNRNPR,SCAP,CEP55,RNF38,STAT1,ATF6,SLC22A23,PDCD11,MAPK1,EYA2,ATMIN,PARD3,POLQ,CMAS,VPS45,DBF4,SMC6,ABHD14B,NKRF,GGA2,BZW2,FGFR3,PTEN,HUWE1,SEC24C,ZNF260,PRC1,UPF2,OSTC,ERI3,SPTAN1,RPAP3,TXNL1,PHF20L1,PPP3CA,DCAF6,ASPM,PRKAR1B,PARP4,JTB,TBRG4,PPWD1,TFEB,PLD3,SLC19A1,PLAA,ELMO1,ZHX1,TTLL4,OSBPL8,TATDN2,STX18,CDCA7L,E2F1,LRPPRC,LY75,ZRANB2,PLOD3,PREPL,WDR62,ESPL1,HRAS,DEF6 skin-mucosal-malignant_melanoma skin-mucosal-malignant_melanoma 0.999999981390287 -1.86097129211627e-08 2042 224 0.0865867800541167 2587 17385 6723,10154,7798,9682,60313,4763,116496,56922,51427,27044,11004,5361,84196,1432,64756,6147,1390,91752,9231,23225,2120,7752,200081,27247,79892,117246,8514,5094,5796,10522,23020,4893,1952,7071,987,6241,150468,54531,397,11083,58508,200185,55974,84549,1665,8661,889,7343,25929,79026,56478,54502,8312,7174,10785,11273,4253,8754,689,6041,7188,25913,23586,59269,55119,64761,2130,9535,57085,7410,9744,9159,427,29127,2053,79577,7270,57492,23165,51514,92745,1954,51564,54872,1503,829,8914,191,5833,9690,54764,79888,8542,84284,9821,133418,9219,262,55253,157506,3845,79896,9782,64598,5792,7248,114885,79573,996,79728,9063,84166,92675,7534,55627,2821,4649,54820,22902,9701,10611,3073,11222,1029,55870,55809,10625,9816,6195,9500,5879,288,6597,1389,83540,253558,2132,7409,3181,54700,6672,9110,4931,5537,7159,9562,84057,23476,57130,51340,7456,4773,4209,55741,84811,23431,79801,23085,90957,3308,8881,10236,22937,55165,152006,6772,22926,63027,22984,5594,2139,23300,56288,10721,55907,11311,10926,79677,84836,55922,23062,28969,2261,5728,10075,9632,339324,9055,26019,58505,79033,6709,79657,9352,51105,5530,55827,259266,5575,143,10899,9238,23398,7942,23646,6573,9373,9844,11244,9654,114882,9797,53407,55536,1869,10128,4065,9406,8985,9581,284403,9700,3265,50619 SRM,PLXNC1,LUZP1,KDM4A,GPBP1L1,NF1,FAM129A,MCCC1,ZNF107,SND1,KIF2C,PLXNA1,USP48,MAPK14,ATPAF1,RPL23A,CREM,ZNF804A,DLG5,NUP210,ETV6,ZNF200,TXLNA,NFU1,MCMBP,FTSJ3,KCNAB2,PCBP2,PTPRK,DEAF1,SNRNP200,NRAS,CELSR2,KLF10,LRBA,RRM2,CKAP2L,MIER2,ARHGDIB,DIDO1,KMT2C,KRTCAP2,SLC50A1,MAK16,DHX15,EIF3A,KRIT1,UBTF,GEMIN5,AHNAK,EIF4ENIF1,RBM47,AXIN1,TPP2,WDR4,ATXN2L,MIA2,ADAM9,BTF3,RNASEL,TRAF5,POT1,DDX58,HIVEP3,PRPF38B,PARP12,EWSR1,GMFG,AGTRAP,VAV2,ACAP1,PCSK7,ASAH1,RACGAP1,EPHX2,CDC73,TTF1,ARID1B,NUP205,DTL,SLC38A5,MEGF8,HDAC7,PIGG,CTPS1,CAPZA1,TIMELESS,AHCY,PCYT2,UBE3C,ZRANB1,LPCAT1,APOL1,NTPCR,RB1CC1,EMB,MTA2,AMD1,TYW1,RDH10,KRAS,THNSL1,MATR3,MOSPD3,PTPRF,TSC1,OSBPL11,TTC13,CDC27,PALB2,PIAS2,NLRC5,DTD1,YWHAZ,SMPD4,GPI,MYO9A,NDE1,RUFY3,PPP6R2,PDLIM5,HEXA,MRPL3,CDKN2A,ASH1L,TRERF1,IVNS1ABP,URB2,RPS6KA1,MAGED1,RAC1,ANK3,SMARCA4,CREBL2,NUF2,LCLAT1,EXT2,VAV1,HNRNPA2B1,RRN3,SP100,MTMR4,NVL,PPP6C,TP53BP2,MINPP1,MND1,BRD4,ATP13A1,CRNKL1,WIPF1,NFATC2,MEF2D,EDEM2,BUD13,AP4E1,SHCBP1,ERC1,DHX57,HSPA4,CDC16,HNRNPR,SCAP,CEP55,RNF38,STAT1,ATF6,SLC22A23,PDCD11,MAPK1,EYA2,ATMIN,PARD3,POLQ,CMAS,VPS45,DBF4,SMC6,ABHD14B,NKRF,GGA2,BZW2,FGFR3,PTEN,HUWE1,SEC24C,ZNF260,PRC1,UPF2,OSTC,ERI3,SPTAN1,RPAP3,TXNL1,PHF20L1,PPP3CA,DCAF6,ASPM,PRKAR1B,PARP4,JTB,TBRG4,PPWD1,TFEB,PLD3,SLC19A1,PLAA,ELMO1,ZHX1,TTLL4,OSBPL8,TATDN2,STX18,CDCA7L,E2F1,LRPPRC,LY75,ZRANB2,PLOD3,PREPL,WDR62,ESPL1,HRAS,DEF6 skin-trunk-malignant_melanoma-nodular skin-trunk-malignant_melanoma-nodular 0.999999988215841 -1.17841591804855e-08 1314 130 0.050251256281407 2587 17385 23511,375790,7249,10007,116496,56922,27044,387921,26051,55215,79943,29904,5707,92241,3032,55094,9972,4968,9830,988,5796,4893,9874,84545,54531,8541,23344,58508,54443,4953,378,1665,10036,55677,9697,1731,54502,55717,8312,4134,10313,83752,8216,64761,51307,7204,64781,9493,4853,23042,7023,7408,9343,22920,79888,221061,223,55794,7916,2181,64763,2629,8491,3845,6016,388561,9139,55843,6257,6675,9124,9167,4783,55198,142891,57231,1029,54737,9185,9816,288,79038,4998,351,1105,79595,23683,9110,90141,79571,535,4773,2287,90957,64599,8427,476,79980,2289,51629,10721,51362,10045,55635,5552,10926,56996,54497,11060,152789,4121,5728,10075,10598,1265,51426,3609,7156,5575,23499,7942,782,55238,23264,2734,4065,9581,975,3265,9700 NUP188,AGRN,TSC2,GNPDA1,FAM129A,MCCC1,SND1,NHLRC3,PPP1R16B,FANCI,ZNF696,EEF2K,PSMD1,RCSD1,HADHB,GPATCH1,NUP153,OGG1,TRIM14,CDC5L,PTPRK,NRAS,TLK1,MRPL43,MIER2,PPFIA3,ESYT1,KMT2C,ANLN,ODC1,ARF4,DHX15,CHAF1A,IWS1,TRAM2,SEPT1,RBM47,WDR11,AXIN1,MAP4,RTN3,LONP2,LZTR1,PARP12,FAM53C,TRIO,CERK,KIF23,NOTCH2,PDXDC1,TFAP4,VASP,EFTUD2,KIFAP3,LPCAT1,FAM171A1,ALDH9A1,DDX28,PRRC2A,ACSL3,ZNF574,GBA,MAP4K3,KRAS,RIT1,ZNF761,CBFA2T2,ARHGAP15,RXRB,UAP1,PDLIM1,COX7A2L,NFIL3,APPL2,SAMD8,SNX14,CDKN2A,MPHOSPH8,REPS2,URB2,ANK3,ZFYVE21,ORC1,APP,CHD1,SAP130,PRKD3,MTMR4,EFCAB11,GCC1,ATP6V0A1,NFATC2,FKBP3,DHX57,GIGYF1,ZNF282,ATP1A1,DSN1,FKBP5,SLC25A39,POLQ,CDC40,SH2D3A,DEPDC1,SRGN,DBF4,SLC12A9,HEATR5B,WWP2,JAKMIP1,MAN1A1,PTEN,HUWE1,AHSA1,CNN2,POLK,ILF3,TOP3A,PRKAR1B,MACF1,TFEB,CACNB1,SLC38A7,ZC3H7B,GLG1,LY75,PREPL,CD81,HRAS,ESPL1 neck neck 0.999999997534152 -2.46584765777964e-09 1249 119 0.0459992269037495 2587 17385 9092,23511,55870,8802,196528,102,4763,23512,116496,288,26092,5879,6890,51427,283899,11004,26051,26263,4084,91752,9231,23446,51102,26015,81573,23228,1983,79892,57147,988,10105,51703,4893,83989,4288,6310,6241,9107,54531,3594,51005,26503,11083,8541,58508,54443,90957,11198,7343,27335,5933,25824,11101,55568,409,348654,54532,64795,10723,57409,8502,4659,85409,22839,6522,4853,9913,7905,6242,83706,824,8916,2261,5925,56913,431707,3696,81671,5728,10075,10010,54872,5781,147184,26046,53373,94120,55728,84064,3613,51172,10906,55734,221937,6867,9821,23152,55690,3845,50640,8289,5339,8897,27340,2058,81930,3836,10492,9654,27316,6949,57178,4217,84875,3073,3265,1029,29945,22850 SART1,NUP188,ASH1L,SUCLG1,ARID2,ADAM10,NF1,SUZ12,FAM129A,ANK3,TOR1AIP1,RAC1,TAP1,ZNF107,INO80E,KIF2C,PPP1R16B,FBXO22,MXD1,ZNF804A,DLG5,SLC44A1,MECR,RPAP1,ANKRD13C,PLCL2,EIF5,MCMBP,SCYL3,CDC5L,PPIF,ACSL5,NRAS,FAM172A,MKI67,ATXN1,RRM2,MTMR6,MIER2,IL12RB1,AMDHD2,SLC17A5,DIDO1,PPFIA3,KMT2C,ANLN,DHX57,SUPT16H,UBTF,EIF3K,RBL1,PRDX5,ATE1,GALNT10,ARRB2,GEN1,USP53,RMND5A,SLC12A7,MIF4GD,PKP4,PPP1R12A,NKD2,DLGAP4,SLC4A2,NOTCH2,SUPT7L,REEP5,RTKN,FERMT3,CAPN2,HERC3,FGFR3,RB1,C1GALT1,LHX8,ITGB8,VMP1,PTEN,HUWE1,TANK,PIGG,PTPN11,TMEM99,LTN1,TPCN1,SYTL3,N4BP2,HDHD2,IMPA2,NAGPA,TRAFD1,ZFP64,FOXK1,TACC1,RB1CC1,CIC,PACS1,KRAS,PNPLA8,ARID1A,PLEC,MTMR3,UTP20,EPRS,KIF18A,KPNA1,SYNCRIP,TTLL4,RBMX,TCOF1,ZMIZ1,MAP3K5,PARP10,HEXA,HRAS,CDKN2A,ANAPC4,ADNP2 mantle_cell_lymphoma mantle_cell_lymphoma 0.999999998731255 -1.26874524124304e-09 2920 333 0.12872052570545 2587 17385 51696,23511,10015,9682,102,9091,1831,6890,891,26051,1031,84081,9910,6429,23047,9972,23228,8615,11070,4893,23762,79065,4288,23326,8661,55677,4216,55717,399687,51264,4358,6483,6041,51068,311,27250,5214,124411,23586,9703,7204,6240,22839,84133,440275,4853,3693,5663,55666,55225,6184,9731,51088,1954,23194,1537,5833,200576,51631,23515,51386,5558,55253,4605,5393,5339,9527,94097,219988,4548,355,2801,4905,51586,2821,54820,4217,9701,10611,57231,91768,1029,162979,21,1788,23451,9500,288,9778,143187,4627,56954,153396,147923,25771,115,7267,60560,23141,10982,57120,10589,9448,26610,4209,23085,64599,56981,3716,28996,23335,64327,22926,7518,2139,51397,8502,4719,309,254428,91404,6929,22906,8604,10363,2309,55186,152789,11060,65095,5728,1384,8313,80218,5781,308,26019,124565,4676,8128,10499,10051,5530,7128,51426,2581,84450,23313,55690,84298,3784,7784,153642,5140,4542,6448,9146,128061,5426,23179,84875,6878,7392,11124,1642,29945,54865,261734,7325,57661,64848,120526,27044,10423,1432,9919,10914,78991,286826,200424,9231,27,667,91752,63892,54928,221895,2120,23446,3032,55094,6102,5926,55255,4234,1952,3035,123811,9874,987,4041,672,58508,54443,1665,1809,4122,7343,1874,5496,9031,9128,11200,221336,113263,25913,8816,10723,23232,4659,85409,4205,51593,57492,51514,5925,4775,23759,63925,9646,8914,29969,596,22920,51642,9690,27102,3845,79896,3384,79001,84930,132884,2590,60412,6566,92675,57536,5476,23636,4649,440279,57107,123606,22850,9637,84231,2305,56255,6597,5326,4998,56940,1105,11339,126549,27154,55900,6185,2149,134359,51132,83891,330,5436,651746,9631,23705,54472,53339,8667,22937,7289,137886,115426,128866,2620,202243,57154,54532,56288,127002,55191,8760,51362,2138,10865,25875,4650,5305,9213,84888,57519,4723,10283,64794,55761,143458,6774,6576,55095,55197,259266,92797,9044,7156,152579,23398,55628,84303,7942,7726,150726,9844,55536,56987,10857,5311,9581,528,3265,10114,57688 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lung-right_upper_lobe-carcinoma-adenocarcinoma lung-right_upper_lobe-carcinoma-adenocarcinoma 0.999999999259095 -7.40904994748838e-10 10661 1447 0.559335137224584 2587 17385 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right_upper_lobe right_upper_lobe 0.999999999259095 -7.40904994748838e-10 10661 1447 0.559335137224584 2587 17385 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,NAGPA,TIMM8B,RB1CC1,PRRC2A,ZMYND11,DHX29,PGS1,MAN1B1,TEX10,MYBL2,UHRF1BP1,ABCF1,NCDN,PTPRF,OSBPL11,CCDC86,DUSP3,SLAIN1,MDH1,HEXA,RNF139,SNX14,EGLN1,ZNF207,ANKRD27,ABCA3,TRERF1,IVNS1ABP,UBR2,CHD1L,ACTR3,MON1B,MYH9,NUF2,ZNF267,PRKACA,SAFB2,APP,ANKIB1,STAM,ARL6IP6,RAB21,PRKD3,ATP2A2,SP100,UTP18,ZKSCAN1,GRSF1,ZCCHC2,NUP107,MAVS,CEP63,TMEM136,CLN6,ATF2,GCC1,RNF169,DCTN1,ADCY7,ATP6V1G1,SHOC2,MAP4K4,RNPS1,WBP2,ATP6V0A1,CDCA2,NUSAP1,DNAJA1,NDUFA7,C19orf54,CHCHD3,TAF2,PEX5,CDC16,SEC61A1,HIPK2,WDR7,RPLP1,CBLN2,MBOAT1,FUS,ZBTB11,COIL,ZNF786,ANXA6,SESTD1,JMJD6,AKT1S1,UBE4A,WRB,ZNF92,KRI1,FBXO3,CAPN2,ERH,ADD3,SUV39H2,GTSE1,DCP1A,SGCB,HNRNPM,PDPK1,TNFAIP3,GUK1,GALC,ZNF512,KIAA0930,EMP3,MTMR12,PDE3B,ZNF862,ZNF180,KIF18A,KEAP1,POLE,CCDC6,PITX1,LRPPRC,PML,LY75,C4orf46,SLC25A19,HMGB2,PSAP,ANAPC4,FAF1,DDX47,THOC1,AGRN,GNPDA1,GPBP1L1,PPP1R15B,MCCC1,CSNK2A1,S1PR2,SEC16A,GIT2,BIRC2,LIN9,DLG5,ABL2,ZNF639,TRMU,PIK3R2,XRCC2,MYBL1,MRPL32,CCAR1,CDC37,PTPRK,ABCC5,PBXIP1,HARS,BAZ2A,LNX2,EZR,LRP5,ESYT1,BRCA1,ANLN,PRKRA,STX16,RAB5B,EPB41,OPTN,DPYSL3,SEPT1,TBC1D17,CDCA4,TONSL,ACTB,OSGEPL1,GLCCI1,NAA60,GEMIN7,SEPHS2,LZTR1,CTCF,ASAH1,RACGAP1,PPP3CB,B4GALT4,DOCK11,RLF,ASXL2,RAPGEF6,RB1,VMP1,PPIL2,TIMELESS,MDFIC,MAML1,TMEM8A,ALDH18A1,ABCC1,PREB,CYTH1,TRAPPC9,AACS,UTP15,EIF2AK1,KRAS,UBE4B,NFATC2IP,EIF4G2,ZNF174,PSMC4,MOSPD3,GOLGA4,ITPRIPL1,SYNCRIP,PALB2,CDC27,PRPS2,PRMT7,NIPA1,KCTD7,NDUFA5,CYLD,UGP2,FOXM1,XAB2,DYNLL1,MRPL39,SUMO2,DUSP22,RPAIN,ATP6V0B,MDM2,METTL9,SAP30L,DVL2,POC5,GM2A,CLPTM1,PSMA8,COQ10B,CPOX,SLC26A6,DNAJC9,MTMR6,NFATC2,KDM1B,CCDC127,DNAJC10,ATP1A1,PLEKHG4B,SCAP,PSMD3,ZNF436,NCOA1,FAU,LTA4H,ZNF146,ATXN7L2,INTS2,CTDP1,MIF4GD,GOLIM4,SMAP1,RRP15,DAP,GNE,CDT1,ARFIP2,NKRF,GGA2,CSNK1A1,BZW2,WRNIP1,CWC27,ABCD1,DDX31,PTGES3,CNTN5,MLEC,ZNF202,ZMYM5,CCDC34,FAM50B,RHOT2,CHCHD6,BSDC1,KPNA4,FBXO41,GLG1,PGRMC1,FAM126A,PKD2,ACADM,CHMP7,UBE2C,RPS6KC1,ZNF496,TMEM41B,PLXNA1,SLC20A1,POLR3K,ELMOD2,ABHD14A,KIFC1,ASAP2,CNPY4,CDC25B,PLCL2,DNMT1,SEH1L,ORAI2,USO1,ATG9A,AKT2,NOL8,MKI67,AURKB,SLC17A5,AMDHD2,MCFD2,CCNF,FOXRED1,STT3A,TMED10,PTER,WDR4,EIF2D,ITGB1,PTPN7,DHTKD1,TRAF5,RTN3,ZNF598,DDX58,HSPH1,MAPRE1,MUT,GMFG,CHTF18,ADO,KIF23,NOTCH2,MAN2B1,HDAC7,BDH1,ATP6V0A2,PIKFYVE,LPCAT1,ANKHD1,EEF1D,TERF2,MORC3,DDX28,PLEC,TOMM40,PKM,PATL1,EPRS,SERTAD2,TMEM54,QARS,ERGIC3,ACLY,VCPIP1,TCOF1,PPP6R3,MAP3K5,RNF14,CABLES1,DNMT3A,TRIP10,URB2,CAST,SF3B1,MAGED1,GPR89A,EIF3D,OLA1,KLHL18,ADPGK,AP1B1,SLC25A44,PAIP2,PHC2,FLAD1,MOAP1,APLP2,KDM2A,TNPO2,NAA35,CCT2,MAPRE2,RFC3,ATP13A1,CUL3,SLBP,KIAA1586,GALK2,AP4E1,SHCBP1,POLG2,DHX57,PRDM11,VEZF1,HSPA4,JAK1,SEL1L,STAT1,KLHDC4,PDCD11,RHEBL1,POLQ,POU3F2,NCOR2,ANKRD13D,PKP4,SCAMP3,C1orf112,TCF3,CDCA3,BRAP,SLC25A12,MYNN,AGPAT3,BLM,FOXO3,MAD2L2,CCDC28A,GTF2F1,MAT2B,PTEN,CENPJ,PRC1,SLC38A10,TAGLN2,CNPY3,IFT46,PACS2,NCOA2,SMC4,TSHZ1,ZFP64,NEK7,DENND1B,DENND4C,ILF3,PARP4,RPL8,TBRG4,LRRC1,RHOT1,MARK2,PRDX1,FBXO21,GNA12,PLD3,C1orf131,HGS,TTLL4,PRDX3,SLC38A7,MFAP1,TFDP1,KHSRP,BRWD3,CPEB2,S100PBP,ESYT2,MIB2,IER2,UBE2E2,NPHP4,HNRNPAB,PLXNC1,NOP2,TMEM184B,UBN1,NF1,DCAF15,ALKBH5,MOGS,ZNF107,TAF6L,AGFG1,SIRT2,SLC29A1,KIF2C,USP48,UBQLN2,MAPK14,SNAPC4,CUTC,RNF103,ZNF804A,C18orf32,THADA,AP3S2,METTL14,IMPAD1,RCSD1,PHTF1,PPP1R12C,SRI,AKR1B1,NDUFB9,ARID4A,ELOF1,FYTTD1,TDP1,TRIM8,DPM1,SLC16A7,RRM2,CHAF1A,PAF1,GEMIN5,SPATA2,UEVLD,ATXN2L,IARS2,GALNT10,SASS6,SLC12A7,TBC1D12,PIGN,TM9SF4,ZNF768,UFC1,MED13L,TIA1,XPO7,EPHX2,SRRT,PITHD1,RHBDD1,NFATC3,ZNF449,ZNF335,CAPZA1,YBX1,KIFAP3,BCL2,KNTC1,ACAD8,N4BP2,KDELR1,HP1BP3,TSTA3,CIC,OXR1,THNSL1,SEPT7,ISG15,CAND1,GNAS,TSC1,NAP1L1,RBM25,ODF2,CDCA5,EXOC4,ZFP90,NANP,PDSS2,MZT2B,PTDSS1,C7orf26,ZBTB24,SMARCD1,MBD1,IMMT,ASH1L,IFI27L1,GNPNAT1,CHERP,WDYHV1,HNRNPUL2,PLAGL2,CHKB,CHD1,MEAF6,PAIP1,ANKRD28,ANKLE1,FARSA,SAR1A,AKAP8,PARL,RPN2,APOOL,CHTOP,F2R,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,WIPF1,BUD13,BTBD1,RAD54B,ZNF317,TAB2,CHCHD1,WDR59,SCARB1,AKNA,USP11,SMURF1,REEP4,CBX4,KIF3B,CDS2,MAGEH1,MRPL42,EYA1,TOR3A,DBF4,RGS1,HDDC2,MAN1A1,FBXO5,GART,TANK,PELO,BRD7,CLDND1,TTC17,MRPL11,SAMD4B,TELO2,ADAM17,NASP,ASPM,PPP1R21,PRKAR1B,WDR81,MEN1,ZNF407,SYMPK,TARS,MFN2,MAPK3,ATAD2,PLAA,OSBPL8,KBTBD7,PREPL,ATP6V1C1 central_nervous_system-cerebellum-primitive_neuroectodermal_tumour-medulloblastoma-SHH_subtype central_nervous_system-cerebellum-primitive_neuroectodermal_tumour-medulloblastoma-SHH_subtype 0.999999999466252 -5.33747828293418e-10 667 49 0.018940858136838 2587 17385 23586,7323,84079,9320,5589,9682,29796,85409,6597,51312,3696,6672,2120,308,4644,23515,157680,10194,83696,5558,57380,9448,987,157313,3784,23705,2585,58508,85461,55818,55628,8666,23085,55108,51099,55677,9697,9844,6778,6566,5536,528,4649,8237,113263,7518,8992,57231,56288 DDX58,UBE2D3,ANKRD27,TRIP12,PRKCSH,KDM4A,UQCR10,NKD2,SMARCA4,SLC25A37,ITGB8,SP100,ETV6,ANXA5,MYO5A,MORC3,VPS13B,TSHZ1,TRAPPC9,PRIM2,MRS2,MAP4K4,LRBA,CDCA2,KCNQ1,CADM1,GALK2,KMT2C,TANC1,KDM3A,ZNF407,EIF3G,ERC1,BSDC1,ABHD5,IWS1,TRAM2,ELMO1,STAT6,SLC16A1,PPP5C,ATP6V1C1,MYO9A,USP11,GLCCI1,XRCC4,ATP6V0E1,SNX14,PARD3 SHH_subtype SHH_subtype 0.999999999469389 -5.30610687655027e-10 668 49 0.018940858136838 2587 17385 23586,7323,84079,9320,5589,9682,29796,85409,6597,51312,3696,6672,2120,308,4644,23515,157680,10194,83696,5558,57380,9448,987,157313,3784,23705,2585,58508,85461,55818,55628,8666,23085,55108,51099,55677,9697,9844,6778,6566,5536,528,4649,8237,113263,7518,8992,57231,56288 DDX58,UBE2D3,ANKRD27,TRIP12,PRKCSH,KDM4A,UQCR10,NKD2,SMARCA4,SLC25A37,ITGB8,SP100,ETV6,ANXA5,MYO5A,MORC3,VPS13B,TSHZ1,TRAPPC9,PRIM2,MRS2,MAP4K4,LRBA,CDCA2,KCNQ1,CADM1,GALK2,KMT2C,TANC1,KDM3A,ZNF407,EIF3G,ERC1,BSDC1,ABHD5,IWS1,TRAM2,ELMO1,STAT6,SLC16A1,PPP5C,ATP6V1C1,MYO9A,USP11,GLCCI1,XRCC4,ATP6V0E1,SNX14,PARD3 skin-neck-malignant_melanoma skin-neck-malignant_melanoma 0.999999999480352 -5.19647609963289e-10 1241 115 0.0444530344027831 2587 17385 9092,23511,55870,8802,196528,102,4763,23512,116496,288,26092,5879,6890,51427,283899,11004,26051,26263,4084,91752,9231,23446,51102,26015,81573,23228,1983,79892,57147,988,10105,51703,4893,83989,4288,6310,6241,9107,54531,3594,51005,26503,11083,8541,58508,54443,90957,11198,7343,27335,5933,25824,11101,55568,409,348654,54532,64795,10723,57409,8502,4659,85409,22839,6522,4853,9913,7905,6242,83706,824,8916,56913,431707,3696,81671,10075,10010,54872,147184,26046,53373,94120,55728,84064,3613,51172,10906,55734,221937,6867,9821,23152,55690,3845,50640,8289,5339,8897,27340,2058,81930,3836,10492,9654,27316,6949,57178,4217,84875,3073,3265,1029,29945,22850 SART1,NUP188,ASH1L,SUCLG1,ARID2,ADAM10,NF1,SUZ12,FAM129A,ANK3,TOR1AIP1,RAC1,TAP1,ZNF107,INO80E,KIF2C,PPP1R16B,FBXO22,MXD1,ZNF804A,DLG5,SLC44A1,MECR,RPAP1,ANKRD13C,PLCL2,EIF5,MCMBP,SCYL3,CDC5L,PPIF,ACSL5,NRAS,FAM172A,MKI67,ATXN1,RRM2,MTMR6,MIER2,IL12RB1,AMDHD2,SLC17A5,DIDO1,PPFIA3,KMT2C,ANLN,DHX57,SUPT16H,UBTF,EIF3K,RBL1,PRDX5,ATE1,GALNT10,ARRB2,GEN1,USP53,RMND5A,SLC12A7,MIF4GD,PKP4,PPP1R12A,NKD2,DLGAP4,SLC4A2,NOTCH2,SUPT7L,REEP5,RTKN,FERMT3,CAPN2,HERC3,C1GALT1,LHX8,ITGB8,VMP1,HUWE1,TANK,PIGG,TMEM99,LTN1,TPCN1,SYTL3,N4BP2,HDHD2,IMPA2,NAGPA,TRAFD1,ZFP64,FOXK1,TACC1,RB1CC1,CIC,PACS1,KRAS,PNPLA8,ARID1A,PLEC,MTMR3,UTP20,EPRS,KIF18A,KPNA1,SYNCRIP,TTLL4,RBMX,TCOF1,ZMIZ1,MAP3K5,PARP10,HEXA,HRAS,CDKN2A,ANAPC4,ADNP2 haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-mantle_cell_lymphoma haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-mantle_cell_lymphoma 0.999999999716499 -2.83501091165467e-10 2807 313 0.120989563200618 2587 17385 51696,23511,10015,9682,102,9091,1831,6890,891,26051,1031,9910,6429,23047,9972,23228,8615,11070,4893,23762,79065,4288,23326,8661,55677,4216,55717,399687,51264,4358,6483,6041,51068,311,27250,5214,124411,23586,9703,7204,6240,22839,84133,4853,3693,5663,55666,55225,6184,9731,51088,1954,23194,1537,5833,51631,23515,51386,5558,55253,4605,5339,9527,94097,219988,4548,355,2801,4905,51586,2821,54820,4217,9701,10611,57231,91768,1029,21,1788,23451,9500,288,9778,143187,56954,153396,147923,25771,115,7267,60560,23141,10982,57120,10589,9448,26610,4209,23085,64599,56981,3716,28996,23335,64327,22926,7518,2139,51397,8502,4719,309,254428,91404,6929,22906,8604,10363,55186,152789,11060,65095,1384,8313,80218,5781,308,26019,124565,4676,8128,10499,10051,5530,51426,2581,84450,23313,55690,84298,3784,7784,153642,5140,4542,6448,9146,128061,5426,23179,84875,6878,7392,11124,1642,29945,54865,261734,7325,57661,64848,120526,27044,10423,1432,9919,10914,78991,286826,200424,9231,27,667,91752,63892,54928,221895,2120,23446,3032,55094,6102,5926,55255,4234,1952,3035,123811,9874,987,4041,672,54443,1665,1809,4122,7343,5496,9031,9128,11200,221336,113263,8816,10723,23232,4659,85409,4205,51593,57492,51514,5925,4775,23759,63925,9646,8914,29969,596,22920,9690,27102,79896,3384,79001,84930,132884,2590,60412,6566,92675,57536,5476,23636,4649,440279,57107,123606,22850,9637,84231,2305,5326,4998,56940,1105,11339,126549,27154,55900,6185,2149,134359,51132,330,5436,651746,9631,23705,54472,53339,8667,22937,7289,137886,115426,128866,2620,202243,54532,56288,127002,55191,8760,51362,2138,10865,25875,4650,5305,9213,57519,4723,10283,64794,55761,143458,6774,6576,55095,55197,259266,92797,9044,7156,152579,23398,55628,84303,7942,7726,150726,9844,55536,56987,10857,5311,9581,528,10114,57688 HECA,NUP188,PDCD6IP,KDM4A,ADAM10,PIGQ,TSC22D3,TAP1,CCNB1,PPP1R16B,CDKN2C,RABGAP1L,SRSF4,PDS5B,NUP153,PLCL2,USO1,TMEM115,NRAS,OSBP2,ATG9A,MKI67,USP22,EIF3A,IWS1,MAP3K4,WDR11,MYO18A,MRPL27,MPV17,ST3GAL2,RNASEL,NMD3,ANXA11,PDCD4,PFKP,ZNF720,DDX58,KIAA0100,TRIO,RRM1,DLGAP4,ZNRF3,NOTCH2,ITGB5,PSEN1,NPLOC4,RAVER2,RPN1,CEP104,KLHL5,MEGF8,FBXL7,CYC1,PCYT2,LUC7L2,MORC3,EIF3L,PRIM2,TYW1,MYBL2,PLEC,GOSR1,SFXN5,PATL1,MTR,FAS,GOLGA2,NSF,MED15,GPI,NDE1,MAP3K5,PPP6R2,PDLIM5,SNX14,CABLES1,CDKN2A,ABCA3,DNMT3A,SF3B1,MAGED1,ANK3,KIAA0232,VTI1A,NIT2,TMEM161B,ZNF420,TBC1D22A,ADCY9,TTC3,NAA35,ANKLE2,MAPRE2,GOPC,DRAP1,MAP4K4,ELP4,MEF2D,ERC1,GIGYF1,PRDM11,JAK1,HIPK2,WDR7,LMBR1,ATF6,XRCC4,EYA2,COMMD10,PKP4,NDUFS1,ANXA6,SLC41A1,SESTD1,TCF3,TRAK1,SLC25A12,HMG20A,SLC25A36,JAKMIP1,WWP2,KRI1,CRAT,AXIN2,NAA50,PTPN11,ANXA5,UPF2,SLC38A10,NAP1L4,ST8SIA2,NCOA2,SMC4,PPP3CA,POLK,GALC,ZNF512,KIAA0930,PACS1,LLPH,KCNQ1,ZP3,ARSK,PDE3B,MYO1F,SGSH,HGS,C1orf131,POLE,RGL1,PARP10,TAF6,USF2,FAF1,DDB1,ANAPC4,GPATCH4,NPHP4,UBE2E2,PHRF1,YTHDC2,DNAJC24,SND1,CDIPT,MAPK14,SEC16A,PAPOLA,PCYOX1L,LIN9,TET3,DLG5,ABL2,DST,ZNF804A,THADA,IMPAD1,JAZF1,ETV6,SLC44A1,HADHB,GPATCH1,RP2,ARID4A,WDR41,METTL1,CELSR2,HARS,FOPNL,TLK1,LRBA,LRP5,BRCA1,ANLN,DHX15,DPYSL3,MAN2A2,UBTF,PPM1G,BAZ1B,PRPF4,CHEK2,BEND6,GLCCI1,DCAF5,SLC12A7,TBC1D12,PPP1R12A,NKD2,MEF2A,SRRT,ARID1B,DTL,RB1,NFATC3,PPIL2,ZNF335,CTR9,TIMELESS,MDFIC,BCL2,KIFAP3,UBE3C,EIF2AK1,THNSL1,ICAM2,VKORC1,MASTL,EVC2,GALNT2,EXOC4,SLC16A1,DTD1,KIAA1328,CTSA,NUP62,MYO9A,UNC13C,PDSS2,NIPA1,ADNP2,FEZ2,TRAF7,FOXM1,PLAGL2,ORC1,DUSP22,CHD1,OIP5,ANKLE1,BRPF3,ZNF302,RPN2,F2R,POC5,RLIM,BIRC3,POLR2G,ANKRD33B,NUP155,CADM1,TOLLIP,BTBD1,EIF3H,SCAP,TULP3,UBXN2B,UHRF2,CHMP4B,GAS2,CCDC125,USP53,PARD3,ATXN7L2,NADSYN1,CDS2,CDC40,EYA1,ARID5A,LETMD1,MYO9B,PIP4K2A,XPR1,STARD9,NDUFV1,CWC27,DDX31,TTC17,LDLRAD3,STAT3,SLC25A1,SAMD4B,RPRD1A,ASPM,HELB,BTAF1,TOP3A,SCFD2,PPWD1,ZNF407,CHCHD6,TFEB,TRIM26,FBXO41,ELMO1,CDCA7L,BBX,PGRMC1,PKD2,PREPL,ATP6V1C1,HIPK3,ZSWIM6 chronic_lymphocytic_leukaemia-small_lymphocytic_lymphoma chronic_lymphocytic_leukaemia-small_lymphocytic_lymphoma 0.999999999730954 -2.69046371347112e-10 3607 420 0.162350212601469 2587 17385 84838,118,7249,10713,116840,4942,5936,51312,1031,22852,3833,25926,55010,8907,57600,4249,988,9736,4893,55035,114294,10592,51005,23559,23326,889,9203,4216,79026,7454,54502,146909,3703,3984,51747,7174,3688,8473,55526,11101,56006,4086,54480,7188,409,90850,29080,83752,23586,10808,22919,4594,26088,7204,56172,6240,22839,128387,84133,4125,4853,83464,7633,4849,55249,57599,55225,4724,6242,2799,9126,8894,112574,3632,1954,9343,1612,23194,113791,2771,23515,3475,5558,222658,5339,8289,10452,5605,9782,55361,3151,7520,5792,10916,2339,9792,79080,27316,23523,4217,3073,11222,57679,1029,11165,162979,1788,9322,23451,831,288,4627,81614,9667,10539,2783,151188,1912,54386,64112,50626,1666,890,147923,488,23616,9112,57533,115,57506,389677,1386,51755,1072,1639,23476,2077,9448,8452,1871,157313,51203,2585,85461,90957,51321,6873,3716,128308,112936,23603,28996,84264,23335,154141,8745,8975,6187,91404,6929,83605,10211,80143,79048,10314,641,51439,2962,5708,3696,10075,5728,1384,5511,9138,5781,124565,89910,1385,53373,2956,10194,65094,5530,7128,2581,55667,9238,55690,9790,3784,23499,23548,2768,2874,11244,5307,23473,1655,6878,9700,23505,142678,23649,261734,375790,4763,84919,116496,29907,55585,11004,27044,9815,329,7844,10914,587,6745,200424,91752,9231,667,23225,9775,2806,221294,63892,54680,221895,55687,5296,2120,26155,60490,55199,1983,26505,4603,10498,5796,5347,51520,1952,54468,11176,987,222484,7430,4041,23760,672,23344,55193,58508,54443,11054,25929,23219,54014,5496,92714,9031,9128,60,55568,1191,7596,23272,25913,823,8880,148304,348180,6209,23232,64761,55596,1063,85409,8649,8621,7270,57492,51593,57095,64759,5925,203523,23303,23759,22920,596,9735,58986,6558,90678,4363,50809,81552,5438,83696,23152,4835,10147,157922,27102,3845,79896,51304,132884,6390,7248,2590,150771,84166,60412,9519,55625,57536,30844,4649,64776,440279,10443,79022,154881,7874,54737,2305,7371,83549,1120,54985,4067,2132,7812,11151,11171,27339,1209,56893,330,83989,7832,64320,84108,57486,6310,9107,163590,23299,25978,84811,63931,2178,6203,8667,53339,6426,476,5709,6778,79726,5594,54532,7705,56288,9371,28986,9320,257218,2138,81620,5074,4650,7037,51020,56897,8916,3662,9456,57519,2618,6509,9632,6238,29117,215,55761,143458,6774,55328,57553,91746,51105,53942,259266,5575,728642,6897,7942,9416,7165,150726,29028,114882,1486,2734,1955,38,3614,114785,9581,7026,10114,3265,3428,5866,2653 ZNF496,ADD1,TSC2,USP39,CNTROB,OAT,RBM4,SLC25A37,CDKN2C,ANKRD26,KIFC1,NOL11,PARPBP,AP1M1,FNIP2,MGAT5,CDC5L,USP34,NRAS,NOL8,LACTB,SMC2,AMDHD2,WBP1,USP22,KRIT1,ZMYM3,MAP3K4,AHNAK,WAS,RBM47,KIF18B,STT3A,LIMK1,LUC7L3,TPP2,ITGB1,OGT,DHTKD1,ATE1,SMG9,SMAD1,CHPF2,TRAF5,ARRB2,ZNF598,CCDC59,LONP2,DDX58,HSPH1,MAPRE1,MUT,GGA1,TRIO,ANKH,RRM1,DLGAP4,TATDN3,ZNRF3,MAN2B1,NOTCH2,APH1B,ZNF79,CNOT3,YY1AP1,WDR48,RAVER2,NDUFS4,RTKN,GNS,SMC3,EIF2S2,SNX18,INPP5A,MEGF8,EFTUD2,DAPK1,FBXL7,PIK3IP1,GNAI2,MORC3,IFRD1,PRIM2,KCTD20,PLEC,ARID1A,TOMM40,MAP2K2,MATR3,PI4K2A,HMGN2,XRCC5,PTPRF,MAGED2,FNTA,SERTAD2,CCDC86,RBMX,CABIN1,MAP3K5,HEXA,MRPL3,ALS2,CDKN2A,NUDT3,ZNF296,DNMT3A,TRIP10,SF3B1,CAST,ANK3,MYH9,NIPA2,SAFB2,GLRX3,GNB2,ARL6IP6,PHC2,TERF2IP,MOAP1,CYHR1,DECR1,CCNA2,ZNF420,ATP2A2,SH3BP1,MTA1,TBC1D14,ADCY9,MAVS,RBM12B,ATF2,CDK12,CFL1,DCTN1,BRD4,ERF,MAP4K4,CUL3,E2F3,CDCA2,NUSAP1,GALK2,TANC1,DHX57,AMZ2,TAF2,JAK1,MRPL55,VPS26B,CORO1C,HIPK2,HAGHL,WDR7,MBOAT1,ADAM23,USP13,RPS2,SESTD1,TCF3,CCM2,FLOT1,SIKE1,SECISBP2,LANCL1,BLM,FAM8A1,GTF2F1,PSMD2,ITGB8,HUWE1,PTEN,CRAT,PPP1R8,ARHGEF1,PTPN11,SLC38A10,UBE3B,CREB1,TPCN1,MSH6,TSHZ1,JMJD4,PPP3CA,TNFAIP3,GALC,DENND4C,TBRG4,PACS1,BMS1,KCNQ1,MACF1,TTC33,GNA12,GPS2,ZHX1,PITX1,CAPN7,DDX5,TAF6,ESPL1,TMEM131,MIB2,POLA2,NPHP4,AGRN,NF1,PPP1R15B,FAM129A,SNX15,UBE2Q1,KIF2C,SND1,GIT2,BIRC2,RNF103,PAPOLA,BCAT2,SSR1,TET3,ZNF804A,DLG5,DST,NUP210,EIF4A3,GOT2,NT5DC1,THADA,ZNHIT6,JAZF1,TRMU,PIK3R2,ETV6,NOC2L,PPCDC,FAM86C1,EIF5,CNNM3,MYBL1,CARM1,PTPRK,PLK1,LARS,CELSR2,MIOS,BAZ2A,LRBA,LNX2,EZR,LRP5,PITPNB,BRCA1,ESYT1,PBRM1,KMT2C,ANLN,OGFR,GEMIN5,FBXO28,BRWD1,PPM1G,ARRDC1,BAZ1B,PRPF4,ACTB,GALNT10,CLU,ZNF45,FAM208A,POT1,CAPN1,FUBP1,C1orf74,CTU2,RPS15,TBC1D12,PARP12,ZCCHC8,CENPF,NKD2,LAMTOR3,CDK13,TTF1,ARID1B,SRRT,PITHD1,TNS3,RB1,ZNF449,KIF13B,PPIL2,KIFAP3,BCL2,KNTC1,TMEM8A,SLC12A2,LRSAM1,ABCC1,HP1BP3,VOPP1,POLR2I,TRAPPC9,CIC,NQO2,SUGP2,CAMSAP1,EIF2AK1,KRAS,THNSL1,ZDHHC3,EVC2,SDHB,TSC1,GALNT2,ITPRIPL1,NLRC5,EXOC4,TBPL1,ZDHHC7,KIAA1328,EHD4,MYO9A,C11orf1,UNC13C,N4BP2L2,TMEM106C,KCTD7,USP7,MPHOSPH8,FOXM1,UCK2,UCK1,CHKB,HCFC1R1,LYN,EXT2,CSDE1,CORO1A,STRAP,PRPF19,CLPTM1,UBQLN4,BIRC3,FAM172A,BTG2,RNF25,PCGF6,NLN,ATXN1,MTMR6,TOR1AIP2,BICD2,CHMP2B,BUD13,MRPS14,FANCE,RPS9,EIF3H,BTBD1,SRSF1,ATP1A1,PSMD3,STAT6,WDR59,MAPK1,USP53,ZNF146,PARD3,KIF3B,MAGEH1,TRIP12,SHPRH,EYA1,CDT1,PAWR,MYO9B,TFRC,HDDC2,WRNIP1,HERC3,IRF4,HOMER1,STARD9,GART,SLC1A4,SEC24C,RRBP1,BRD7,ABCD1,TTC17,LDLRAD3,STAT3,RNLS,MICAL3,YTHDC1,PHF20L1,CNTN5,ASPM,PRKAR1B,CDK11A,TARS,TFEB,DDX23,TPD52L2,FBXO41,ATAD2,OSBPL8,CTBS,GLG1,MEGF9,ACAT1,IMPDH1,MBD6,PREPL,NR2F2,HIPK3,HRAS,IFI16,RAB3IL1,GCSH haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-chronic_lymphocytic_leukaemia-small_lymphocytic_lymphoma haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-chronic_lymphocytic_leukaemia-small_lymphocytic_lymphoma 0.999999999730954 -2.69046371347112e-10 3607 420 0.162350212601469 2587 17385 84838,118,7249,10713,116840,4942,5936,51312,1031,22852,3833,25926,55010,8907,57600,4249,988,9736,4893,55035,114294,10592,51005,23559,23326,889,9203,4216,79026,7454,54502,146909,3703,3984,51747,7174,3688,8473,55526,11101,56006,4086,54480,7188,409,90850,29080,83752,23586,10808,22919,4594,26088,7204,56172,6240,22839,128387,84133,4125,4853,83464,7633,4849,55249,57599,55225,4724,6242,2799,9126,8894,112574,3632,1954,9343,1612,23194,113791,2771,23515,3475,5558,222658,5339,8289,10452,5605,9782,55361,3151,7520,5792,10916,2339,9792,79080,27316,23523,4217,3073,11222,57679,1029,11165,162979,1788,9322,23451,831,288,4627,81614,9667,10539,2783,151188,1912,54386,64112,50626,1666,890,147923,488,23616,9112,57533,115,57506,389677,1386,51755,1072,1639,23476,2077,9448,8452,1871,157313,51203,2585,85461,90957,51321,6873,3716,128308,112936,23603,28996,84264,23335,154141,8745,8975,6187,91404,6929,83605,10211,80143,79048,10314,641,51439,2962,5708,3696,10075,5728,1384,5511,9138,5781,124565,89910,1385,53373,2956,10194,65094,5530,7128,2581,55667,9238,55690,9790,3784,23499,23548,2768,2874,11244,5307,23473,1655,6878,9700,23505,142678,23649,261734,375790,4763,84919,116496,29907,55585,11004,27044,9815,329,7844,10914,587,6745,200424,91752,9231,667,23225,9775,2806,221294,63892,54680,221895,55687,5296,2120,26155,60490,55199,1983,26505,4603,10498,5796,5347,51520,1952,54468,11176,987,222484,7430,4041,23760,672,23344,55193,58508,54443,11054,25929,23219,54014,5496,92714,9031,9128,60,55568,1191,7596,23272,25913,823,8880,148304,348180,6209,23232,64761,55596,1063,85409,8649,8621,7270,57492,51593,57095,64759,5925,203523,23303,23759,22920,596,9735,58986,6558,90678,4363,50809,81552,5438,83696,23152,4835,10147,157922,27102,3845,79896,51304,132884,6390,7248,2590,150771,84166,60412,9519,55625,57536,30844,4649,64776,440279,10443,79022,154881,7874,54737,2305,7371,83549,1120,54985,4067,2132,7812,11151,11171,27339,1209,56893,330,83989,7832,64320,84108,57486,6310,9107,163590,23299,25978,84811,63931,2178,6203,8667,53339,6426,476,5709,6778,79726,5594,54532,7705,56288,9371,28986,9320,257218,2138,81620,5074,4650,7037,51020,56897,8916,3662,9456,57519,2618,6509,9632,6238,29117,215,55761,143458,6774,55328,57553,91746,51105,53942,259266,5575,728642,6897,7942,9416,7165,150726,29028,114882,1486,2734,1955,38,3614,114785,9581,7026,10114,3265,3428,5866,2653 ZNF496,ADD1,TSC2,USP39,CNTROB,OAT,RBM4,SLC25A37,CDKN2C,ANKRD26,KIFC1,NOL11,PARPBP,AP1M1,FNIP2,MGAT5,CDC5L,USP34,NRAS,NOL8,LACTB,SMC2,AMDHD2,WBP1,USP22,KRIT1,ZMYM3,MAP3K4,AHNAK,WAS,RBM47,KIF18B,STT3A,LIMK1,LUC7L3,TPP2,ITGB1,OGT,DHTKD1,ATE1,SMG9,SMAD1,CHPF2,TRAF5,ARRB2,ZNF598,CCDC59,LONP2,DDX58,HSPH1,MAPRE1,MUT,GGA1,TRIO,ANKH,RRM1,DLGAP4,TATDN3,ZNRF3,MAN2B1,NOTCH2,APH1B,ZNF79,CNOT3,YY1AP1,WDR48,RAVER2,NDUFS4,RTKN,GNS,SMC3,EIF2S2,SNX18,INPP5A,MEGF8,EFTUD2,DAPK1,FBXL7,PIK3IP1,GNAI2,MORC3,IFRD1,PRIM2,KCTD20,PLEC,ARID1A,TOMM40,MAP2K2,MATR3,PI4K2A,HMGN2,XRCC5,PTPRF,MAGED2,FNTA,SERTAD2,CCDC86,RBMX,CABIN1,MAP3K5,HEXA,MRPL3,ALS2,CDKN2A,NUDT3,ZNF296,DNMT3A,TRIP10,SF3B1,CAST,ANK3,MYH9,NIPA2,SAFB2,GLRX3,GNB2,ARL6IP6,PHC2,TERF2IP,MOAP1,CYHR1,DECR1,CCNA2,ZNF420,ATP2A2,SH3BP1,MTA1,TBC1D14,ADCY9,MAVS,RBM12B,ATF2,CDK12,CFL1,DCTN1,BRD4,ERF,MAP4K4,CUL3,E2F3,CDCA2,NUSAP1,GALK2,TANC1,DHX57,AMZ2,TAF2,JAK1,MRPL55,VPS26B,CORO1C,HIPK2,HAGHL,WDR7,MBOAT1,ADAM23,USP13,RPS2,SESTD1,TCF3,CCM2,FLOT1,SIKE1,SECISBP2,LANCL1,BLM,FAM8A1,GTF2F1,PSMD2,ITGB8,HUWE1,PTEN,CRAT,PPP1R8,ARHGEF1,PTPN11,SLC38A10,UBE3B,CREB1,TPCN1,MSH6,TSHZ1,JMJD4,PPP3CA,TNFAIP3,GALC,DENND4C,TBRG4,PACS1,BMS1,KCNQ1,MACF1,TTC33,GNA12,GPS2,ZHX1,PITX1,CAPN7,DDX5,TAF6,ESPL1,TMEM131,MIB2,POLA2,NPHP4,AGRN,NF1,PPP1R15B,FAM129A,SNX15,UBE2Q1,KIF2C,SND1,GIT2,BIRC2,RNF103,PAPOLA,BCAT2,SSR1,TET3,ZNF804A,DLG5,DST,NUP210,EIF4A3,GOT2,NT5DC1,THADA,ZNHIT6,JAZF1,TRMU,PIK3R2,ETV6,NOC2L,PPCDC,FAM86C1,EIF5,CNNM3,MYBL1,CARM1,PTPRK,PLK1,LARS,CELSR2,MIOS,BAZ2A,LRBA,LNX2,EZR,LRP5,PITPNB,BRCA1,ESYT1,PBRM1,KMT2C,ANLN,OGFR,GEMIN5,FBXO28,BRWD1,PPM1G,ARRDC1,BAZ1B,PRPF4,ACTB,GALNT10,CLU,ZNF45,FAM208A,POT1,CAPN1,FUBP1,C1orf74,CTU2,RPS15,TBC1D12,PARP12,ZCCHC8,CENPF,NKD2,LAMTOR3,CDK13,TTF1,ARID1B,SRRT,PITHD1,TNS3,RB1,ZNF449,KIF13B,PPIL2,KIFAP3,BCL2,KNTC1,TMEM8A,SLC12A2,LRSAM1,ABCC1,HP1BP3,VOPP1,POLR2I,TRAPPC9,CIC,NQO2,SUGP2,CAMSAP1,EIF2AK1,KRAS,THNSL1,ZDHHC3,EVC2,SDHB,TSC1,GALNT2,ITPRIPL1,NLRC5,EXOC4,TBPL1,ZDHHC7,KIAA1328,EHD4,MYO9A,C11orf1,UNC13C,N4BP2L2,TMEM106C,KCTD7,USP7,MPHOSPH8,FOXM1,UCK2,UCK1,CHKB,HCFC1R1,LYN,EXT2,CSDE1,CORO1A,STRAP,PRPF19,CLPTM1,UBQLN4,BIRC3,FAM172A,BTG2,RNF25,PCGF6,NLN,ATXN1,MTMR6,TOR1AIP2,BICD2,CHMP2B,BUD13,MRPS14,FANCE,RPS9,EIF3H,BTBD1,SRSF1,ATP1A1,PSMD3,STAT6,WDR59,MAPK1,USP53,ZNF146,PARD3,KIF3B,MAGEH1,TRIP12,SHPRH,EYA1,CDT1,PAWR,MYO9B,TFRC,HDDC2,WRNIP1,HERC3,IRF4,HOMER1,STARD9,GART,SLC1A4,SEC24C,RRBP1,BRD7,ABCD1,TTC17,LDLRAD3,STAT3,RNLS,MICAL3,YTHDC1,PHF20L1,CNTN5,ASPM,PRKAR1B,CDK11A,TARS,TFEB,DDX23,TPD52L2,FBXO41,ATAD2,OSBPL8,CTBS,GLG1,MEGF9,ACAT1,IMPDH1,MBD6,PREPL,NR2F2,HIPK3,HRAS,IFI16,RAB3IL1,GCSH trunk trunk 0.999999999836325 -1.63674498422509e-10 3628 410 0.158484731349053 2587 17385 54520,23511,84838,79717,7249,3074,1659,387921,26051,50804,8761,29904,805,3833,5707,5867,9972,23228,122416,168850,64223,988,1263,80228,4893,79813,84545,11169,54531,11083,8541,55974,378,55677,25855,79026,7454,54502,55717,8312,7174,4134,1939,7188,10313,83752,64393,11325,5965,2130,9703,4594,23708,7410,7204,56172,6240,22839,64781,2683,9493,7155,54930,6522,4853,23042,79577,10615,7023,55144,3632,9783,9343,4436,1612,23545,200576,79888,79902,221061,55794,7916,10771,55253,157506,64763,6016,5339,8289,830,9139,4548,23,114885,9792,9124,84669,55198,142891,55627,2821,6949,4217,57231,11236,1029,51389,9185,9816,25886,23451,23304,288,5879,6941,8895,351,54467,23683,147923,488,9110,1185,7267,80254,7159,9716,80895,79571,9550,8904,10576,79607,535,2585,79807,79801,2287,64599,90957,10412,55139,8427,8881,79980,3716,28996,23335,10531,2139,10721,23143,136051,353274,55635,80829,11119,79872,54497,11060,152789,55159,10075,5728,10598,80218,9055,51512,26019,1265,8128,23241,10499,2956,10051,6709,3945,65094,79183,51426,6867,3609,26268,117177,55227,7784,60558,23499,4542,27340,55238,9654,11244,51,4236,23473,4065,6992,975,132864,9700,705,23505,221150,9984,375790,10007,4763,60313,22993,116496,56922,1457,23456,2030,27044,8678,9815,329,55215,7844,79943,10914,200424,91752,27,667,23336,221294,92241,3032,55094,231,6917,1983,4603,4968,5926,9830,55749,6733,5796,157680,10057,26469,54468,51107,9874,222484,8624,4041,23344,58508,54443,11054,4953,1665,10036,25929,9697,1731,54014,23350,9274,4253,9031,9780,55568,7596,221336,55768,158427,83930,8216,64761,55355,51307,1063,29924,8621,203054,8702,23039,6018,55252,57492,51593,51514,5925,7408,8914,191,22920,2733,9735,5832,55728,4363,223,9267,10906,2181,55074,51072,2629,157922,23168,8491,27102,3845,388561,1982,1613,55843,6257,2803,6675,996,9167,4783,84166,60412,57536,5476,146198,23780,79034,123606,6938,7874,79022,55870,54737,196528,221092,79038,6597,4998,284273,2132,1105,7409,79595,25888,11062,9928,5537,90141,6185,55334,1182,1371,6310,9107,4773,9129,2178,57602,6426,476,22937,5933,55192,80818,81611,2289,4048,19,51629,56288,57508,51362,9320,10045,257218,5552,10926,79677,5074,56996,80010,9213,7037,4121,2261,1520,9181,9776,64794,84172,4644,55827,53942,4678,10061,27032,5575,7156,9416,7942,782,29028,84456,23264,2734,6428,9581,10114,3265,2653 CCDC93,NUP188,ZNF496,PPCS,TSC2,HEXB,DHX8,NHLRC3,PPP1R16B,MYEF2,PABPC4,EEF2K,CALM2,KIFC1,PSMD1,RAB4A,NUP153,PLCL2,ANKRD9,ZNF800,MLST8,CDC5L,PLK3,ORAI2,NRAS,EHMT1,MRPL43,WDHD1,MIER2,DIDO1,PPFIA3,SLC50A1,ARF4,IWS1,BRMS1,AHNAK,WAS,RBM47,WDR11,AXIN1,TPP2,MAP4,EIF2D,TRAF5,RTN3,LONP2,ZMAT3,DDX42,RECQL,EWSR1,KIAA0100,MUT,GSPT2,VAV2,TRIO,ANKH,RRM1,DLGAP4,CERK,B4GALT1,KIF23,TOP2B,HAUS4,SLC4A2,NOTCH2,PDXDC1,CDC73,SPAG5,TFAP4,LRRC8D,INPP5A,RIMS3,EFTUD2,MSH2,DAPK1,ATP6V0A2,PIKFYVE,LPCAT1,NUP85,FAM171A1,DDX28,PRRC2A,ZMYND11,TYW1,RDH10,ZNF574,RIT1,PLEC,ARID1A,CAPZA2,CBFA2T2,MTR,ABCF1,OSBPL11,SERTAD2,PDLIM1,USP32,APPL2,SAMD8,SMPD4,GPI,TCOF1,MAP3K5,SNX14,RNF139,CDKN2A,RWDD1,REPS2,URB2,POC1A,SF3B1,UBR2,ANK3,RAC1,TCF19,CPNE3,APP,ANKIB1,PRKD3,ZNF420,ATP2A2,MTMR4,CLCN6,TTC3,CEP63,TP53BP2,AQR,ILKAP,GCC1,ATP6V1G1,CPNE1,CCT2,FAM118B,ATP6V0A1,GALK2,GSTCD,SHCBP1,FKBP3,GIGYF1,DHX57,NSA2,ANKZF1,ZNF282,CDC16,DSN1,JAK1,HIPK2,WDR7,PITRM1,EYA2,POLQ,LRCH1,ZNF786,ZNF445,DEPDC1,ZFP91,BTN3A1,CBLL1,HEATR5B,WWP2,JAKMIP1,RFWD3,HUWE1,PTEN,AHSA1,NAA50,PRC1,GTSE1,UPF2,CNN2,ST8SIA2,PACS2,NCOA2,MSH6,SMC4,SPTAN1,LDHB,JMJD4,TTPAL,POLK,TACC1,ILF3,FBXO9,RAB3IP,LRRC1,ZP3,GUF1,MACF1,MYO1F,UTP20,SLC38A7,TTLL4,ZHX1,ACOX1,MFAP1,CAPN7,LY75,PPP1R11,CD81,CPEB2,ESPL1,BYSL,TMEM131,SKA3,THOC1,AGRN,GNPDA1,NF1,GPBP1L1,HMGXB3,FAM129A,MCCC1,CSNK2A1,ABCB10,SLC29A1,SND1,BECN1,GIT2,BIRC2,FANCI,RNF103,ZNF696,PAPOLA,TET3,ZNF804A,ABL2,DST,SYNM,NT5DC1,RCSD1,HADHB,GPATCH1,AKR1B1,TCEA1,EIF5,MYBL1,OGG1,ARID4A,TRIM14,CCAR1,SRPK2,PTPRK,VPS13B,ABCC5,PTPN18,MIOS,APH1A,TLK1,LNX2,PSMG1,LRP5,ESYT1,KMT2C,ANLN,OGFR,ODC1,DHX15,CHAF1A,GEMIN5,TRAM2,SEPT1,BRWD1,U2SURP,BCL7C,MIA2,BAZ1B,PIEZO1,GALNT10,ZNF45,BEND6,NGLY1,TSTD2,STARD3NL,LZTR1,PARP12,HJURP,FAM53C,CENPF,EPN1,CDK13,ADCK5,B4GALT4,XPO7,RLF,ASXL2,ARID1B,SRRT,DTL,RB1,VASP,TIMELESS,AHCY,KIFAP3,GLE1,KNTC1,ALDH18A1,N4BP2,ABCC1,ALDH9A1,CYTH1,TRAFD1,ACSL3,OXR1,MEMO1,GBA,CAMSAP1,RTF1,MAP4K3,EIF2AK1,KRAS,ZNF761,EIF4G2,DAPK3,ARHGAP15,RXRB,GOLGA4,UAP1,CDC27,COX7A2L,NFIL3,NLRC5,EXOC4,KIAA1328,CTSA,ZFP90,APOL2,C7orf26,NIPA1,TCF12,USP7,TMEM106C,ASH1L,MPHOSPH8,ARID2,HNRNPUL2,ZFYVE21,SMARCA4,ORC1,ZADH2,EXT2,CHD1,VAV1,SAP130,ZNF473,DUS4L,KIF14,PPP6C,EFCAB11,RPN2,SLC39A9,CLCN3,CPOX,ATXN1,MTMR6,NFATC2,PRPF3,FANCE,USP36,SRSF1,ATP1A1,SCAP,RBL1,DNAJC17,ZNF436,ANP32E,FKBP5,LTA4H,ABCA1,SLC25A39,PARD3,INTS2,CDC40,TRIP12,SH2D3A,SHPRH,SRGN,DBF4,SMC6,PAWR,SLC12A9,RMI1,XPR1,TFRC,MAN1A1,FGFR3,CTSS,ARHGEF2,ATG13,DDX31,POLR1B,MYO5A,DCAF6,CNTN5,NASP,ABCF2,ATP2C1,PRKAR1B,TOP3A,DDX23,TFEB,CACNB1,ATAD2,L3MBTL3,ZC3H7B,GLG1,SRSF3,PREPL,HIPK3,HRAS,GCSH right_lower_lobe right_lower_lobe 0.999999999839965 -1.60035171403291e-10 5829 717 0.277155005798222 2587 17385 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lung-right_lower_lobe-carcinoma-adenocarcinoma lung-right_lower_lobe-carcinoma-adenocarcinoma 0.999999999839965 -1.60035171403291e-10 5829 717 0.277155005798222 2587 17385 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NS-malignant_melanoma NS-malignant_melanoma 0.999999999844059 -1.55941487389442e-10 3494 395 0.152686509470429 2587 17385 23511,7249,5361,51312,51239,10073,6429,51102,1408,9972,1836,1786,117246,9736,27315,4893,2551,55035,4288,54531,10592,11083,23559,23463,84932,84296,8661,84444,55677,4216,79026,3703,115509,4358,23417,55526,26224,409,90850,11325,23586,59269,55119,2130,4594,26088,7204,56172,51715,79734,2145,4853,79577,4849,133746,9126,431707,8894,9783,9678,4436,54872,1537,200576,2771,221061,23515,51172,55109,221937,5558,29035,9821,10771,9452,54887,5339,8289,9139,8087,2002,5605,8175,221830,5792,10916,950,114885,23640,2114,84193,51586,47,84669,122060,26100,6949,54820,4217,9701,1017,57679,1029,21,1788,55809,9816,23451,6195,831,23304,288,5879,143187,4627,10308,6389,8027,8895,334,147923,488,9110,2926,30000,23171,23144,51755,64114,1072,23141,84722,56262,9088,79754,23085,64599,90957,6873,3308,5525,3716,23335,24140,201965,148022,1762,22984,203068,10721,8745,51397,9612,254428,4126,22927,10654,11020,168374,11060,152789,65095,8812,84991,3696,10075,5728,55835,5781,55802,308,26046,124565,89910,10499,3613,2956,10051,10194,5530,7128,2648,79836,163486,143,9790,55227,55288,6157,23499,2011,23548,27340,9467,5426,9797,4236,23473,23179,284403,29062,975,84875,254065,79711,644815,5412,261734,375790,10154,4763,81559,22993,64848,51427,22933,9919,329,6621,80153,8930,200424,55120,91752,23225,998,23336,2806,10239,54928,60490,79892,5926,9830,55749,6733,5796,84337,84248,51520,1952,57326,6628,7428,9874,4041,672,58508,10195,89122,25929,80319,1731,79735,54014,4253,6794,9128,60,3838,9780,23272,113263,163786,339230,10723,6209,55355,55596,23389,7072,3831,3337,9967,6018,55252,51593,169714,57492,55646,5925,64759,112950,63925,9735,9690,5832,4363,10945,83696,4835,55074,2629,27102,3845,79896,55843,166379,132884,2778,2803,64418,996,84166,60412,4649,440279,79034,22850,7874,9804,1540,55870,8802,6597,4998,3661,4067,1105,7409,7812,54700,2193,4899,25888,9928,10270,5537,81928,1856,1209,56893,29107,84948,65010,7456,4967,23705,54472,57794,57693,90592,5933,11329,124583,2620,8648,2197,57154,19,4089,8535,56288,83596,10463,9150,8480,2138,79677,51621,5074,23142,64151,5305,9213,7037,2261,2618,27252,6238,55761,83786,9894,6868,53942,6643,29081,5575,23186,23365,4221,84303,9416,150726,114882,23264,55536,1869,2734,38,114785,57178,8985,91782,3265 NUP188,TSC2,PLXNA1,SLC25A37,ANKRD39,SNUPN,SRSF4,MECR,CRY2,NUP153,SLC26A2,DNMT1,FTSJ3,USP34,PGAP2,NRAS,GABPA,NOL8,MKI67,MIER2,SMC2,DIDO1,WBP1,ICMT,RAB2B,GINS4,EIF3A,DOT1L,IWS1,MAP3K4,AHNAK,STT3A,ZNF689,MPV17,MLYCD,DHTKD1,FBXL3,ARRB2,ZNF598,DDX42,DDX58,HIVEP3,PRPF38B,EWSR1,MUT,GGA1,TRIO,ANKH,RAB23,KCTD17,EZH1,NOTCH2,CDC73,CNOT3,JMY,SMC3,LHX8,EIF2S2,RIMS3,PHF14,MSH2,PIGG,CYC1,PIKFYVE,GNAI2,FAM171A1,MORC3,NAGPA,AGGF1,FOXK1,PRIM2,C16orf72,RB1CC1,ZMYND11,ITM2A,UHRF1BP1,PLEC,ARID1A,CBFA2T2,FXR1,ELK1,MAP2K2,SF3A2,TWISTNB,PTPRF,MAGED2,SCARB2,OSBPL11,HSPBP1,ETS2,SETD3,MED15,ACLY,USP32,SLAIN1,WIPI2,TCOF1,NDE1,MAP3K5,PPP6R2,CDK2,ALS2,CDKN2A,ABCA3,DNMT3A,TRERF1,URB2,SF3B1,RPS6KA1,CAST,UBR2,ANK3,RAC1,VTI1A,MYH9,ZNF267,SDHA,STAM,CPNE3,APLP2,ZNF420,ATP2A2,MTMR4,GRSF1,TNPO2,GPD1L,ZC3H3,CDK12,TMBIM1,CFL1,ANKLE2,PSRC1,LRRC8A,PKMYT1,ASB13,ERC1,GIGYF1,DHX57,TAF2,HSPA4,PPP2R5A,JAK1,WDR7,FTSJ1,RWDD4,TICAM1,DMWD,PDCD11,TUBB,POLQ,ADAM23,COMMD10,NCOR2,SLC41A1,MANBA,HABP4,PMVK,IFT27,ZNF92,WWP2,JAKMIP1,KRI1,CCNK,RBM17,ITGB8,HUWE1,PTEN,CENPJ,PTPN11,DCP1A,ANXA5,LTN1,SLC38A10,UBE3B,NCOA2,IMPA2,MSH6,SMC4,TSHZ1,PPP3CA,TNFAIP3,KAT2A,LONRF3,DENND1B,PARP4,BMS1,LRRC1,RHOT1,RPL27A,MACF1,MARK2,TTC33,UTP20,SH3BP5,POLE,TATDN2,MFAP1,CAPN7,RGL1,WDR62,WDR91,CD81,PARP10,BRWD3,IPO4,FAM83G,UBL3,NPHP4,AGRN,PLXNC1,NF1,TRIM11,HMGXB3,YTHDC2,ZNF107,SIRT2,SEC16A,BIRC2,SNAPC4,EDC3,MBD4,TET3,FANCL,ZNF804A,NUP210,CDC42,SYNM,GOT2,AP3S2,IMPAD1,PPCDC,MCMBP,ARID4A,TRIM14,CCAR1,SRPK2,PTPRK,ELOF1,FYTTD1,LARS,CELSR2,PBXIP1,SNRPB,VHL,TLK1,LRP5,BRCA1,KMT2C,ALG3,TRIM4,GEMIN5,CXXC4,SEPT1,TBC1D17,BRWD1,MIA2,STK11,PRPF4,ACTB,KPNA2,PIEZO1,FAM208A,GLCCI1,SASS6,CCDC137,SLC12A7,RPS15,HJURP,ZCCHC8,MED13L,TIA1,KLC1,DNAJB1,THRAP3,RLF,ASXL2,SRRT,QSOX2,ARID1B,LYAR,RB1,TNS3,MED8,ZNF335,KNTC1,UBE3C,ALDH18A1,ABCC1,KDELR1,TRAPPC9,NQO2,OXR1,GBA,EIF2AK1,KRAS,THNSL1,ARHGAP15,BBS12,EVC2,GNAS,GOLGA4,TMEM168,CDC27,NLRC5,EXOC4,MYO9A,UNC13C,C7orf26,ADNP2,USP7,TOMM20,CYLD,ASH1L,SUCLG1,SMARCA4,ORC1,IRF3,LYN,CHD1,VAV1,CSDE1,RRN3,FARSA,NRF1,ZNF473,KIF14,AKAP8,PPP6C,CABLES2,DVL2,CLPTM1,UBQLN4,NXT1,TIGD5,SLC26A6,WIPF1,OGDH,CADM1,TOLLIP,SUGP1,ZNF317,ZNF700,RBL1,STK38,CANT1,GAS2,NCOA1,FAU,SMURF1,ABCA1,SMAD4,CBX4,PARD3,BCL2L12,SLC30A9,CTDP1,RAE1,EYA1,SMC6,KLF13,PAWR,DCUN1D4,NCAPG,PIP4K2A,XPR1,TFRC,FGFR3,GART,KLHL20,RRBP1,TTC17,FRMD8,TELO2,ADAM17,CNTN5,SNX2,METTL5,PRKAR1B,RCOR1,ARHGEF12,MEN1,CHCHD6,DDX23,FBXO41,OSBPL8,ZC3H7B,CDCA7L,E2F1,GLG1,ACAT1,MBD6,ZMIZ1,PLOD3,CHMP7,HRAS skin-head_neck-carcinoma-squamous_cell_carcinoma skin-head_neck-carcinoma-squamous_cell_carcinoma 0.999999999862479 -1.37521048977474e-10 14603 2051 0.792810204870506 2587 17385 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F1,JMY,SLC31A1,SNX18,CTPS1,ATP6V0A2,PIKFYVE,RNF135,LPCAT1,EEF1D,FTL,PHF10,DDX28,PIP4K2C,RIT1,PLEC,KDM3A,SF3A2,EPRS,ZNF777,TMEM54,QARS,TCOF1,CABLES1,NRBP1,DNMT3A,RWDD1,SF3B1,CAST,SUZ12,RPS6KA1,RAC1,OLA1,FLAD1,APLP2,KDM2A,TNPO2,CDKN1B,TALDO1,GPX4,ATP13A1,RFC3,MAPRE2,ERF,CUL3,KIAA1586,GAR1,PSMB9,POLG2,DHX57,HSPA4,JAK1,TBL3,SEL1L,KLHDC4,B4GALT3,PDCD11,ATMIN,POLQ,POU3F2,OTUD5,NCOR2,ANKRD13D,PKP4,SCAMP3,BABAM1,CDCA3,SLC25A12,BLM,TMCC3,GTF2F1,RPL17,CRAT,PRC1,UPF2,COPS7B,SLC38A10,CNOT6L,CNPY3,IFT46,TMEM160,TSHZ1,ZFP64,DENND4C,DENND1B,WDR18,RPL8,ILF3,LRRC1,RHOT1,MARK2,ECH1,PLD3,NUCB1,GNA12,FBXO21,C1orf131,PRDX3,PFDN4,HNRNPH3,TFDP1,STX18,KHSRP,ASNA1,CPEB2,BYSL,S100PBP,MIB2,IER2,NOP2,UBN1,NF1,DCAF15,FLYWCH2,ALKBH5,MOGS,TAF6L,BECN1,MAPK14,SNAPC4,RNF103,BCAT2,MBD4,C18orf32,METTL14,ZNHIT6,RCSD1,PHTF1,KIF22,ZBTB22,NFU1,TRIM14,COPS8,FYTTD1,RRM2,ABHD5,UBTF,PAF1,UEVLD,SPATA2,IARS2,ATXN2L,GALNT10,RPS15,PIGN,XPO7,SRRT,ZNF449,CAPZA1,KIFAP3,N4BP2,HP1BP3,VOPP1,THNSL1,CAND1,C22orf46,GNAS,TSC1,RBM25,CDCA5,ZFP90,RBBP4,ZBTB24,MBD1,WASF2,MMACHC,IFI27L1,MPHOSPH8,HNRNPUL2,CHD1,CCDC50,AKAP8,PARL,RPN2,CHTOP,F2R,FAM3A,TMEM14C,SCYL3,ABI1,HTRA2,MOSPD1,RLIM,FAM172A,ZNF500,PSMB7,NLN,WIPF1,BUD13,PEF1,EIF3G,TAB2,TULP3,WDR59,CANT1,SCARB1,GAS2,USP11,SMURF1,TSPAN5,PPP2R2D,CDS2,EYA1,CDK2AP2,LETMD1,KLF13,RGS1,HDDC2,MAN1A1,FBXO5,GART,TANK,PELO,BRD7,MRPL11,SAMD4B,ZDHHC18,POLR3GL,WDR81,MEN1,ZNF407,MFN2,ZRANB2,MBD6,SRSF3,IDH3B,ATP6V1C1,TSC2,LACTB2,RBM4,ZNF275,ANKRD39,RPL23A,CDKN2C,USF1,DNAAF2,AP1M1,MECR,CRY2,ECD,RNF26,TIPARP,LRRC59,RHBDD2,MGAT5,BAK1,RHOBTB3,ZNF559,GABPA,NUTF2,GINS4,KRIT1,AHNAK,PDRG1,RNASEL,CHPF2,PDCD4,SMNDC1,NXT2,HIVEP3,KIAA0100,CLSPN,DHX9,PSMD9,HAUS2,COPB2,TFAP4,RNFT1,MEGF8,RIMS3,FBXO7,EFTUD2,CPSF4,LUC7L2,EIF3L,MTA2,TYW1,USP10,ITM2A,SSR2,MTX1,SFXN5,FNTA,PDLIM1,TXNDC16,ZNF830,TMEM159,MRPL3,ALS2,TRIM41,KARS,NQO1,POC1A,ANK3,TPX2,TBC1D13,GLRX3,C19orf48,REPS1,ABHD16A,FBXL6,SH3BP1,MTA1,UBA5,CLCN6,INTS12,RPRD1B,CPNE1,GOPC,E2F3,CIRBP,CRNKL1,PFKFB3,GORAB,GIGYF1,KIF2A,CCDC14,RNF38,CENPBD1,DMWD,USP13,ZFP91,TRMT6,IP6K2,WDR5,SLC25A43,PMVK,IFT27,NEIL2,PSMD2,CLIC4,COQ4,ITGB8,ARF5,ARHGEF1,FBXL19,TTPAL,UTP20,MAGT1,MRFAP1L1,CD81,TMEM131,WDR13,FANCI,CREM,PAPOLA,TET3,GLIS2,IL6ST,INTS1,SLC44A1,PLK1,CELSR2,SEPT9,APH1A,RAD51AP1,ZBED5,CKAP2L,UBE2V1,EAF2,IL12RB1,KRTCAP2,LUC7L,LSG1,NECAP2,TRIM4,ALG3,AGPAT2,CHD3,E2F4,KPNA2,BEND6,CLN3,DNAJC30,NGLY1,FAM208A,POT1,CCDC137,HJURP,PHB2,DNAJB2,FAM53C,SDC2,NKD2,KLC1,CDK13,ADCK5,DNAJB1,ARID1B,C1GALT1,UBE2Q2,CCP110,ZNF746,CTR9,ABHD2,DCAF8,LDB1,ACSL3,MAP4K3,ARMC8,NMT2,IRF5,RBM38,HAUS8,MBIP,COX7A2L,SIL1,FAM122A,ZDHHC7,DTD1,UNC13C,SART1,TRAF7,TOR1AIP1,ZNF416,TM9SF3,ZFYVE21,ZNF121,NRF1,WDR44,PPME1,RPAP1,CABLES2,LMAN1,AHCYL1,TOP1MT,SPSB3,ZNF583,SNX25,ARHGAP17,PPT1,ZNF780B,NUP155,RHBDF2,SUGP1,RBL1,FASTK,UBXN2B,STK38,AP1S1,SMAD4,CHID1,RAD51D,SLC30A9,UNK,CMAS,NADSYN1,HMGN3,NCAPG,SCYL2,FZD6,HERC3,GTPBP3,CTSS,ORC3,RNLS,YTHDC1,ACP2,CSRP1,ABCF2,METTL5,TUFM,RANGAP1,PNPLA8,HAGH,ZFR,SEC23IP,E2F1,TMEM219,USP20,RBPJ,PDCD6IP,GXYLT1,LUZP1,ADAM10,CXXC1,AP3M2,CUL1,GYG1,NANS,OAT,MYEF2,ANKRD26,NOL11,FIZ1,ZNF200,MARCH2,SLC26A2,SRP72,KLF10,LACTB,RFC2,RAB2B,PRIM1,MAP3K4,HHEX,LUC7L3,MAP4,PTPDC1,NMD3,CCDC59,COX5B,DNAJC5,SCOC,DHPS,ANKH,VAV2,PRKAA1,GSPT2,TATDN3,DLGAP4,PXMP2,PRPF39,PSEN1,PDXDC1,YY1AP1,NDUFS7,FAM192A,RPN1,LHX8,ZNRF2,TPST1,DAPK1,PIK3IP1,CYC1,SOCS5,FDFT1,PIGT,EMB,WDR1,ZNF574,EXOSC9,ARID1A,PTTG1IP,FXR1,GOSR1,MAP2K2,TWISTNB,XRCC5,HMGN2,AKAP1,CAT,DERL1,MTHFD2,HSPBP1,CEBPG,ARAP1,USP32,FAM83D,CABIN1,GPI,SMPD4,CYTIP,TP53RK,REPS2,RAB11B,UROD,BCL2L1,POMP,NUDT19,DECR1,RALB,SIAH1,ADCY9,LPIN2,SOCS6,TTC3,RNASEH2A,CFL1,ANKLE2,CDC123,OAF,ERC1,ANKZF1,AMZ2,RAD51C,ZNF282,DSN1,DDOST,DGCR8,SAFB,HAGHL,FTSJ1,RWDD4,LMBR1,NCLN,BEND3,EYA2,DYNC1LI2,MANBA,SLC41A1,B4GALT5,FAM76A,TKT,CBLL1,ARGLU1,LANCL1,FAM8A1,POFUT1,HLA-A,HEATR5B,RFWD3,NDUFA2,FUT8,BTF3L4,PTPN11,FEM1B,RPL19,CNN2,MSH6,PDLIM2,LONRF3,RFXANK,FBXO9,GUF1,ZHX1,NDUFS5,WDR91,POLA2,ZNF76,COPA,MTX3,PHRF1,HMGXB3,UQCR10,ABCB10,COMMD5,MAP1LC3B,DST,SIVA1,GPATCH1,TCEA1,DRAM2,DEAF1,TRAPPC13,SNRNP200,LAP3,NCK1,SREK1,BRWD1,PPM1G,SH3GLB2,BAZ1B,ACBD4,STK11,CLU,CHEK2,ZSWIM3,TSTD2,DCAF5,CAPN1,UBE2D3,NSMCE4A,PPP1R12A,ZCCHC8,PCSK7,EPN1,THRAP3,QSOX2,TTF1,NUP205,CHKA,DTL,SLC12A2,CSNK1G3,NUDT4,RPL6,VKORC1,SLTM,EVC2,KLHL15,SIAH2,SLC16A1,EHD4,SNRNP70,APOL2,N4BP2L2,CHMP2A,CORO7,UCK2,PMS2,UCK1,CLCC1,EXT2,MXD1,USP5,HNRNPA2B1,SAP130,NVL,PPP6C,CYB5R1,ZNF770,EBAG9,PCGF6,METTL2A,PON2,HNRNPR,STAT6,HPS5,MAPK1,BRD9,TMEM33,DNAJC2,TRIP12,SHPRH,SCYL1,VPS45,MYO9B,GFM2,SPPL2A,FGFR3,MZT2A,PPIG,ZDHHC13,H2AFY,TMEM99,ATG13,ERI3,FBL,FRMD8,MICAL3,ELOVL5,HEMK1,HELB,PSPC1,MIER1,SCFD2,NDRG3,CDK11A,MEGF9,ACAT1,CENPT,PLOD3,RAB3IL1,ZSWIM6,RAB14,ADD1,KDM4A,MRPS15,XIAP,DHX8,GLUD1,ANKRD23,PABPC4,CDK5,CALM2,PSMD1,NEK6,NSRP1,RABGAP1L,SRSF4,FNIP2,KCNAB2,PCBP2,PLK3,MRPL43,MCL1,PPFIA3,SMC2,ICMT,STOML2,ZNF689,LIMK1,PRDX5,ATE1,MLYCD,ST3GAL2,ATP6V0C,FBXL3,E2F2,AAAS,PFKP,DDX42,SSRP1,STRN4,TOP2B,ZNRF3,DDRGK1,RAVER2,GNS,INTS7,INPP5A,MCM5,PHF14,ZNF326,UBE2QL1,NAGPA,DHX29,TEX10,MAN1B1,CBFA2T2,ABCF1,LRRC14B,DTWD1,PTPRF,SCARB2,OSBPL11,CCDC86,DUSP3,SLAIN1,HEXA,SNX14,ZNF296,TRERF1,UBR2,CHD1L,ACTR3,WDTC1,MYH9,NIPA2,SAFB2,PRKACA,STAM,ANKIB1,ARL6IP6,SP100,ZKSCAN1,NUP107,ANKRD13C,MAVS,CEP63,ATF2,DCTN1,SHOC2,PSRC1,MAP4K4,WBP2,ATP6V0A1,NUSAP1,DNAJA1,TAZ,TAF2,C19orf54,SEC61A1,WDR7,CBLN2,FUS,LRP8,COIL,LRCH1,GALK1,ZNF786,RPS2,SESTD1,TRAK1,JMJD6,SIKE1,AKT1S1,FBXO3,KRI1,GATC,PPP1R8,PRDM4,GTSE1,PDPK1,TK1,GUK1,TNFAIP3,GALC,ZNF512,KIAA0930,DDX39A,RPA1,ZNF862,ZNF180,KEAP1,POLE,TATDN2,CAPN7,PML,HMGB2,USF2,ANAPC4,SRM,DDX47,MCCC1,CDIPT,S1PR2,SEC16A,LIN9,ZNF639,ETV6,PIK3R2,TRMU,TXLNA,MYBL1,CCAR1,MRPL32,ABCC5,BAZ2A,PBXIP1,TLK1,MRPL12,EZR,LNX2,LRP5,BRCA1,PRKRA,STX16,OPTN,EPB41,SEPT1,SOCS4,QRSL1,PIEZO1,GLCCI1,NUDT11,NAA60,GEMIN7,SEPHS2,LZTR1,RACGAP1,PPP3CB,B4GALT4,RLF,RAPGEF6,RB1,SNRNP25,VASP,VMP1,PPIL2,TIMELESS,AHDC1,ALDH18A1,TMEM8A,PREB,ABCC1,TRAPPC9,AACS,MEMO1,KRAS,RTF1,UBE4B,NFATC2IP,LY6E,ARPC1A,ZNF174,PSMC4,GOLGA4,PALB2,SYNCRIP,NIPA1,TIGD2,RNF114,FOXM1,MRPL39,XAB2,DUSP22,COMMD8,CSDE1,MDM2,CORO1A,MINPP1,GM2A,POC5,DVL2,PSMA8,SLC26A6,CYP20A1,PRPF3,RPSA,SRSF1,DNAJC10,SCAP,ZNF700,PLEKHG4B,FAU,LTA4H,AP2S1,USP53,INTS2,CTDP1,MIF4GD,CDT1,ARID5A,SUMF1,GGA2,CSNK1A1,AP3S1,RMI1,TFRC,PTPN2,NDUFV1,SLC1A4,CWC27,SLC35B4,DDX31,ABCD1,RPAP3,CNTN5,SNX2,CHCHD6,BSDC1,CDKN2AIPNL,FBXO41,TFE3,SNAP29,CDCA7L,PKD2,SAT2,ZNF496,TMEM109,TAP1,YTHDF3,NHLRC3,IKBIP,EIF1B,ELMOD2,KIFC1,CYB5RL,DBNDD1,PARPBP,CDC25B,PRADC1,DNMT1,NOL12,ORAI2,USO1,AKT2,GNG7,NOL8,AURKB,MCFD2,TMED10,STT3A,PSMD8,EIF2D,PTPN7,ITGB1,ARRB2,ZNF598,RTN3,SVIP,DDX58,PPIB,GMFG,HLA-E,MAN2B1,METTL3,CFLAR,NDUFS4,RNF121,MEX3C,HDAC7,BDH1,PCYT2,GNAI2,ANKHD1,MORC3,TERF2,SEPT8,KCTD20,PKM,PATL1,ADSS,SERTAD2,ZFP92,ERGIC3,LPCAT4,ACLY,VCPIP1,PPP6R2,PPP6R3,MAP3K5,YY1,CDK2,RNF14,ZC3HAV1,URB2,ZBTB37,EIF3D,MAGED1,KLHL18,SLC25A44,AP1B1,SDHA,PAIP2,MOAP1,TERF2IP,CRKL,PHC2,SHC1,UCHL5,CDKN2AIP,CCT2,MKLN1,GALK2,CDC23,SHCBP1,AP4E1,PRDM11,VEZF1,PPP2R5A,STAT1,PPA2,TRIM32,RHEBL1,R3HCC1L,C1orf112,TCF3,BRAP,AGPAT3,SDF2L1,SPR,FOXO3,MAD2L2,CCDC28A,RBM17,PTEN,CENPJ,TAGLN2,OSTC,NCOA2,PACS2,SMC4,RNASEH2C,PARP4,TBRG4,ANAPC2,RPL27A,YIF1A,HGS,SGSH,TTLL4,SLC38A7,MFAP1,CCDC69,BRWD3,ESYT2,NPHP4,SKA3,PLXNC1,HNRNPAB,TMEM184B,ZNF107,SLC29A1,KIF2C,SIRT2,AGFG1,UBQLN2,USP48,CUTC,UBLCP1,EDC3,ZNF804A,RAP1A,THADA,EIF4A3,DPYSL2,AP3S2,PPP1R12C,AKR1B1,JOSD1,NDUFB9,TTC4,RP2,TECR,ARID4A,TIMM50,TDP1,SLC16A7,SLC25A22,STK17B,DHX15,CHAF1A,GEMIN5,COPS6,RPS26,SLC12A7,TBC1D12,TM9SF4,ZNF768,MED13L,MEF2A,EPHX2,RHBDD1,NFATC3,ZNF335,YBX1,KNTC1,UBE3C,ACAD8,ZNF189,ALDH9A1,TSTA3,CIC,OXR1,NAP1L1,NSMF,ODF2,EXOC4,NUP62,PITPNA,KIAA1328,NAA20,PTDSS1,PDSS2,C7orf26,TMEM106C,IMMT,ASH1L,CHERP,WDYHV1,PLAGL2,IRF3,CHKB,TWF2,PAIP1,FARSA,ANKLE1,SAR1A,SCAMP4,APOOL,PDIA6,ACSL5,TOR1AIP2,AZI2,RAD54B,ZNF317,TMEM41A,DAP3,AKNA,REEP4,CBX4,MIF,KIF3B,SH2D3A,GOLPH3L,CASP6,TOR3A,SRGN,DBF4,MFSD10,SAC3D1,CTNNBL1,YIF1B,TTC17,SLC25A1,PAQR6,CSNK1G2,TELO2,ADAM17,NASP,ASPM,PPP1R21,PRKAR1B,SYMPK,SNRPA,TARS,MAPK3,HLA-B,PLAA,ATAD2,ZNF330,OSBPL8,PREPL skin-eye-carcinoma-basal_cell_carcinoma skin-eye-carcinoma-basal_cell_carcinoma 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 oesophagus-carcinoma-carcinosarcoma oesophagus-carcinoma-carcinosarcoma 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 haematopoietic_and_lymphoid_tissue-extranodal-lymphoid_neoplasm-NK-T_cell_lymphoma haematopoietic_and_lymphoid_tissue-extranodal-lymphoid_neoplasm-NK-T_cell_lymphoma 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 pituitary-craniopharyngeal_duct-craniopharyngioma pituitary-craniopharyngeal_duct-craniopharyngioma 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 haematopoietic_and_lymphoid_tissue-other-secondary_thrombocythaemia haematopoietic_and_lymphoid_tissue-other-secondary_thrombocythaemia 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 kidney-Wilms_tumour-unilateral kidney-Wilms_tumour-unilateral 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 skin-arm-carcinoma-basal_cell_carcinoma skin-arm-carcinoma-basal_cell_carcinoma 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 central_nervous_system-supratentorial-glioma-astrocytoma_Grade_I central_nervous_system-supratentorial-glioma-astrocytoma_Grade_I 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 normal-like_carcinoma normal-like_carcinoma 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 idiopathic_erythrocytosis idiopathic_erythrocytosis 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 salivary_gland-carcinoma-basal_cell_adenocarcinoma salivary_gland-carcinoma-basal_cell_adenocarcinoma 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 acute_myeloid_leukaemia_associated_with_mastocytosis acute_myeloid_leukaemia_associated_with_mastocytosis 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 haematopoietic_and_lymphoid_tissue-other-idiopathic_erythrocytosis haematopoietic_and_lymphoid_tissue-other-idiopathic_erythrocytosis 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 haematopoietic_and_lymphoid_tissue-other-splanchnic_vein_thrombosis haematopoietic_and_lymphoid_tissue-other-splanchnic_vein_thrombosis 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 central_nervous_system-cerebellum-glioma-oligodendroglioma_Grade_II central_nervous_system-cerebellum-glioma-oligodendroglioma_Grade_II 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 central_nervous_system-temporal_lobe-glioma-rhabdoid_glioblastoma central_nervous_system-temporal_lobe-glioma-rhabdoid_glioblastoma 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 central_nervous_system-cerebellum-glioma-oligoastrocytoma_Grade_III central_nervous_system-cerebellum-glioma-oligoastrocytoma_Grade_III 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 rhabdoid_glioblastoma rhabdoid_glioblastoma 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 liponeurocytoma liponeurocytoma 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 central_nervous_system-temporooccipital-glioma-oligodendroglioma_Grade_III central_nervous_system-temporooccipital-glioma-oligodendroglioma_Grade_III 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 breast-carcinoma-normal-like_carcinoma breast-carcinoma-normal-like_carcinoma 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 central_nervous_system-occipital_lobe-other-ganglioglioma central_nervous_system-occipital_lobe-other-ganglioglioma 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 central_nervous_system-infratentorial-glioma-astrocytoma_Grade_II central_nervous_system-infratentorial-glioma-astrocytoma_Grade_II 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 soft_tissue-blood_vessel-haemangioma-capillary soft_tissue-blood_vessel-haemangioma-capillary 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 central_nervous_system-frontoparietal-other-dysembryoplastic_neuroepithelial_tumour central_nervous_system-frontoparietal-other-dysembryoplastic_neuroepithelial_tumour 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 central_nervous_system-cerebellum-glioma-oligodendroglioma_Grade_III central_nervous_system-cerebellum-glioma-oligodendroglioma_Grade_III 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 central_nervous_system-spinal_cord-glioma-astrocytoma_Grade_II central_nervous_system-spinal_cord-glioma-astrocytoma_Grade_II 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 capillary capillary 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 central_nervous_system-temporooccipital-primitive_neuroectodermal_tumour-medulloblastoma central_nervous_system-temporooccipital-primitive_neuroectodermal_tumour-medulloblastoma 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 haematopoietic_and_lymphoid_tissue-mediastinum-lymphoid_neoplasm-precursor_T_cell_lymphoblastic_lymphoma haematopoietic_and_lymphoid_tissue-mediastinum-lymphoid_neoplasm-precursor_T_cell_lymphoblastic_lymphoma 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 central_nervous_system-cerebellum-other-liponeurocytoma central_nervous_system-cerebellum-other-liponeurocytoma 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 unilateral unilateral 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 bone-mandible-odontogenic_keratocyst bone-mandible-odontogenic_keratocyst 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 meninges-meningioma-rhabdoid meninges-meningioma-rhabdoid 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 secondary_thrombocythaemia secondary_thrombocythaemia 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 central_nervous_system-infratentorial-glioma-astrocytoma_Grade_I central_nervous_system-infratentorial-glioma-astrocytoma_Grade_I 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 central_nervous_system-brainstem-glioma-astrocytoma central_nervous_system-brainstem-glioma-astrocytoma 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 basal_cell_adenocarcinoma basal_cell_adenocarcinoma 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 soft_tissue-nerve_sheath-schwannoma-melanotic soft_tissue-nerve_sheath-schwannoma-melanotic 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 odontogenic_keratocyst odontogenic_keratocyst 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 adrenal_gland-adrenal_gland-adrenal_cortical_carcinoma-aldosterone_producing adrenal_gland-adrenal_gland-adrenal_cortical_carcinoma-aldosterone_producing 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 splanchnic_vein_thrombosis splanchnic_vein_thrombosis 0.999999999990989 -9.01085998351869e-12 4 0 0 2587 17385 haematopoietic_and_lymphoid_tissue-haematopoietic_neoplasm-acute_myeloid_leukaemia_associated_with_mastocytosis 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meninges-meningioma-fibroblastic-transitional meninges-meningioma-fibroblastic-transitional 1.00000000002262 2.26204536872554e-11 3 0 0 2587 17385 bone-chondrosarcoma-periosteal bone-chondrosarcoma-periosteal 1.00000000002262 2.26204536872554e-11 3 0 0 2587 17385 urinary_tract-bladder-carcinoma-sarcomatoid_carcinoma urinary_tract-bladder-carcinoma-sarcomatoid_carcinoma 1.00000000002262 2.26204536872554e-11 3 0 0 2587 17385 ameloblastic_carcinoma ameloblastic_carcinoma 1.00000000002262 2.26204536872554e-11 3 0 0 2587 17385 soft_tissue-blood_vessel-other-intimal_sarcoma soft_tissue-blood_vessel-other-intimal_sarcoma 1.00000000002262 2.26204536872554e-11 3 0 0 2587 17385 central_nervous_system-temporooccipital-glioma-astrocytoma_Grade_IV central_nervous_system-temporooccipital-glioma-astrocytoma_Grade_IV 1.00000000002262 2.26204536872554e-11 3 0 0 2587 17385 extraocular extraocular 1.00000000002262 2.26204536872554e-11 3 0 0 2587 17385 haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-immunodeficiency_related_lymphoma haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-immunodeficiency_related_lymphoma 1.00000000002262 2.26204536872554e-11 3 0 0 2587 17385 inflammatory_fibroid_polyp inflammatory_fibroid_polyp 1.00000000002262 2.26204536872554e-11 3 0 0 2587 17385 central_nervous_system-frontoparietal-glioma-astrocytoma_Grade_III central_nervous_system-frontoparietal-glioma-astrocytoma_Grade_III 1.00000000002262 2.26204536872554e-11 3 0 0 2587 17385 eye-conjunctiva-benign_melanocytic_nevus eye-conjunctiva-benign_melanocytic_nevus 1.00000000002262 2.26204536872554e-11 3 0 0 2587 17385 bone-mandible-carcinoma-ameloblastic_carcinoma bone-mandible-carcinoma-ameloblastic_carcinoma 1.00000000002262 2.26204536872554e-11 3 0 0 2587 17385 basal_cell basal_cell 1.00000000002262 2.26204536872554e-11 3 0 0 2587 17385 bone-chondrosarcoma-central bone-chondrosarcoma-central 1.00000000002262 2.26204536872554e-11 3 0 0 2587 17385 testis-sex_cord-stromal_tumour-Sertoli_cell_tumour testis-sex_cord-stromal_tumour-Sertoli_cell_tumour 1.00000000002262 2.26204536872554e-11 3 0 0 2587 17385 female_adnexal_tumour_of_probable_wolffian_origin female_adnexal_tumour_of_probable_wolffian_origin 1.00000000002262 2.26204536872554e-11 3 0 0 2587 17385 central_nervous_system-temporal_lobe-glioma-astroblastoma central_nervous_system-temporal_lobe-glioma-astroblastoma 1.00000000002262 2.26204536872554e-11 3 0 0 2587 17385 haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-AIDS_related_lymphoma haematopoietic_and_lymphoid_tissue-lymph_node-lymphoid_neoplasm-AIDS_related_lymphoma 1.00000000002262 2.26204536872554e-11 3 0 0 2587 17385 cervix-in_situ_neoplasm-cervical_intraepithelial_neoplasia cervix-in_situ_neoplasm-cervical_intraepithelial_neoplasia 1.00000000002262 2.26204536872554e-11 3 0 0 2587 17385 rhabdoid rhabdoid 1.00000000002283 2.28255797543478e-11 6 0 0 2587 17385 sella_turcica sella_turcica 1.00000000002283 2.28255797543478e-11 6 0 0 2587 17385 salivary_gland-adenolymphoma_(Warthin_tumour) salivary_gland-adenolymphoma_(Warthin_tumour) 1.00000000002283 2.28255797543478e-11 6 0 0 2587 17385 urinary_tract-bladder-carcinoma-small_cell_carcinoma urinary_tract-bladder-carcinoma-small_cell_carcinoma 1.00000000002283 2.28255797543478e-11 6 0 0 2587 17385 central_nervous_system-third_ventricle-glioma-ependymoma central_nervous_system-third_ventricle-glioma-ependymoma 1.00000000002283 2.28255797543478e-11 6 0 0 2587 17385 adenolymphoma_(Warthin_tumour) adenolymphoma_(Warthin_tumour) 1.00000000002283 2.28255797543478e-11 6 0 0 2587 17385 haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-precursor_T_cell_lymphoblastic_lymphoma haematopoietic_and_lymphoid_tissue-lymphoid_neoplasm-precursor_T_cell_lymphoblastic_lymphoma 1.0000000000284 2.83991176563275e-11 10 0 0 2587 17385 bone-rib-chondrosarcoma-peripheral bone-rib-chondrosarcoma-peripheral 1.0000000000284 2.83991176563275e-11 10 0 0 2587 17385 melanotic melanotic 1.00000000002942 2.94205855324902e-11 9 0 0 2587 17385 autonomic_ganglia-ganglioneuroblastoma autonomic_ganglia-ganglioneuroblastoma 1.00000000003432 3.43183765967521e-11 7 0 0 2587 17385 bone-tibia-chondrosarcoma-peripheral bone-tibia-chondrosarcoma-peripheral 1.0000000000375 3.74962351162337e-11 19 0 0 2587 17385