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 ko03040 Spliceosome 3.14907807370087e-13 -28.7864964739383 132 56 0.0487380330722367 1149 7161 9092,55119,51362,9984,10523,56949,6431,23451,9939,10713,1659,6634,5093,8559,10992,84991,56259,9775,6429,9343,8896,6434,9716,4670,27339,988,10772,23020,6628,10450,51639,51340,51691,9129,6430,10907,8175,6626,1665,3304,9416,6426,58517,8449,11157,27316,23350,10084,9128,1655,6428,6637,100534599,6625,10285,11325 SART1,PRPF38B,CDC40,THOC1,CHERP,XAB2,SRSF6,SF3B1,RBM8A,USP39,DHX8,SNRPD3,PCBP1,PRPF18,SF3B2,RBM17,CTNNBL1,EIF4A3,SRSF4,EFTUD2,BUD31,TRA2B,AQR,HNRNPM,PRPF19,CDC5L,SRSF10,SNRNP200,SNRPB,PPIE,SF3B6,CRNKL1,LSM8,PRPF3,SRSF5,TXNL4A,SF3A2,SNRPA,DHX15,HSPA1B,DDX23,SRSF1,RBM25,DHX16,LSM6,RBMX,U2SURP,PQBP1,PRPF4,DDX5,SRSF3,SNRPG,ISY1-RAB43,SNRNP70,SMNDC1,DDX42 hsa03040 Spliceosome 3.14907807370087e-13 -28.7864964739383 132 56 0.0487380330722367 1149 7161 9092,55119,51362,9984,10523,56949,6431,23451,9939,10713,1659,6634,5093,8559,10992,84991,56259,9775,6429,9343,8896,6434,9716,4670,27339,988,10772,23020,6628,10450,51639,51340,51691,9129,6430,10907,8175,6626,1665,3304,9416,6426,58517,8449,11157,27316,23350,10084,9128,1655,6428,6637,100534599,6625,10285,11325 SART1,PRPF38B,CDC40,THOC1,CHERP,XAB2,SRSF6,SF3B1,RBM8A,USP39,DHX8,SNRPD3,PCBP1,PRPF18,SF3B2,RBM17,CTNNBL1,EIF4A3,SRSF4,EFTUD2,BUD31,TRA2B,AQR,HNRNPM,PRPF19,CDC5L,SRSF10,SNRNP200,SNRPB,PPIE,SF3B6,CRNKL1,LSM8,PRPF3,SRSF5,TXNL4A,SF3A2,SNRPA,DHX15,HSPA1B,DDX23,SRSF1,RBM25,DHX16,LSM6,RBMX,U2SURP,PQBP1,PRPF4,DDX5,SRSF3,SNRPG,ISY1-RAB43,SNRNP70,SMNDC1,DDX42 hsa04141 Protein processing in endoplasmic reticulum 3.39276150103266e-10 -21.8042067380818 165 59 0.051348999129678 1149 7161 7323,10808,4287,80331,5589,23480,3300,7841,8454,3337,440275,29978,10134,55666,4121,5886,6745,824,6184,56681,1603,9632,6238,5887,55968,6185,596,3998,10130,6048,10113,578,56893,10952,9978,11253,30001,6746,27102,10277,3301,84447,55741,3304,79139,22872,54431,23640,9373,29927,1650,3703,6400,64374,22926,4217,55768,823,258010 UBE2D3,HSPH1,ATXN3,DNAJC5,PRKCSH,SEC61G,DNAJB2,MOGS,CUL1,DNAJB1,EIF2AK4,UBQLN2,BCAP31,NPLOC4,MAN1A1,RAD23A,SSR1,CAPN2,RPN1,SAR1A,DAD1,SEC24C,RRBP1,RAD23B,NSFL1C,RPN2,BCL2,LMAN1,PDIA6,RNF5,PREB,BAK1,UBQLN4,SEC61B,RBX1,MAN1B1,ERO1A,SSR2,EIF2AK1,UBE4B,DNAJA1,SYVN1,EDEM2,HSPA1B,DERL1,SEC31A,DNAJC10,HSPBP1,PLAA,SEC61A1,DDOST,STT3A,SEL1L,SIL1,ATF6,MAP3K5,NGLY1,CAPN1,SVIP ko04141 Protein processing in endoplasmic reticulum 3.39276150103266e-10 -21.8042067380818 165 59 0.051348999129678 1149 7161 7323,10808,4287,80331,5589,23480,3300,7841,8454,3337,440275,29978,10134,55666,4121,5886,6745,824,6184,56681,1603,9632,6238,5887,55968,6185,596,3998,10130,6048,10113,578,56893,10952,9978,11253,30001,6746,27102,10277,3301,84447,55741,3304,79139,22872,54431,23640,9373,29927,1650,3703,6400,64374,22926,4217,55768,823,258010 UBE2D3,HSPH1,ATXN3,DNAJC5,PRKCSH,SEC61G,DNAJB2,MOGS,CUL1,DNAJB1,EIF2AK4,UBQLN2,BCAP31,NPLOC4,MAN1A1,RAD23A,SSR1,CAPN2,RPN1,SAR1A,DAD1,SEC24C,RRBP1,RAD23B,NSFL1C,RPN2,BCL2,LMAN1,PDIA6,RNF5,PREB,BAK1,UBQLN4,SEC61B,RBX1,MAN1B1,ERO1A,SSR2,EIF2AK1,UBE4B,DNAJA1,SYVN1,EDEM2,HSPA1B,DERL1,SEC31A,DNAJC10,HSPBP1,PLAA,SEC61A1,DDOST,STT3A,SEL1L,SIL1,ATF6,MAP3K5,NGLY1,CAPN1,SVIP hsa04110 Cell cycle 7.30620671486595e-10 -21.0371267081179 124 48 0.0417754569190601 1149 7161 9232,10912,10926,8454,4998,891,10459,1031,5925,4193,5111,9126,890,4174,1027,51434,994,23595,7040,5347,9978,5591,1871,29882,990,9088,4171,8697,4087,8881,996,5933,1874,4616,7027,1869,7534,11200,7029,9133,1017,1870,7533,4089,9700,1029,3066,29945 PTTG1,GADD45G,DBF4,CUL1,ORC1,CCNB1,MAD2L2,CDKN2C,RB1,MDM2,PCNA,SMC3,CCNA2,MCM5,CDKN1B,ANAPC7,CDC25B,ORC3,TGFB1,PLK1,RBX1,PRKDC,E2F3,ANAPC2,CDC6,PKMYT1,MCM2,CDC23,SMAD2,CDC16,CDC27,RBL1,E2F4,GADD45B,TFDP1,E2F1,YWHAZ,CHEK2,TFDP2,CCNB2,CDK2,E2F2,YWHAH,SMAD4,ESPL1,CDKN2A,HDAC2,ANAPC4 ko04110 Cell cycle 7.30620671486595e-10 -21.0371267081179 124 48 0.0417754569190601 1149 7161 9232,10912,10926,8454,4998,891,10459,1031,5925,4193,5111,9126,890,4174,1027,51434,994,23595,7040,5347,9978,5591,1871,29882,990,9088,4171,8697,4087,8881,996,5933,1874,4616,7027,1869,7534,11200,7029,9133,1017,1870,7533,4089,9700,1029,3066,29945 PTTG1,GADD45G,DBF4,CUL1,ORC1,CCNB1,MAD2L2,CDKN2C,RB1,MDM2,PCNA,SMC3,CCNA2,MCM5,CDKN1B,ANAPC7,CDC25B,ORC3,TGFB1,PLK1,RBX1,PRKDC,E2F3,ANAPC2,CDC6,PKMYT1,MCM2,CDC23,SMAD2,CDC16,CDC27,RBL1,E2F4,GADD45B,TFDP1,E2F1,YWHAZ,CHEK2,TFDP2,CCNB2,CDK2,E2F2,YWHAH,SMAD4,ESPL1,CDKN2A,HDAC2,ANAPC4 hsa00190 Oxidative phosphorylation 8.05566196874907e-09 -18.6368906425956 120 45 0.0391644908616188 1149 7161 4698,1355,1329,4729,4719,4712,29796,1327,4697,506,526,522,6389,374291,4724,533,4723,4695,4710,23545,4728,4715,1537,4696,9114,5464,9550,535,4701,9551,4707,6390,51382,518,126328,9167,1351,27068,9377,7388,527,4725,498,528,8992 NDUFA5,COX15,COX5B,NDUFV2,NDUFS1,NDUFB6,UQCR10,COX4I1,NDUFA4,ATP5F1B,ATP6V1B2,ATP5PF,SDHA,NDUFS7,NDUFS4,ATP6V0B,NDUFV1,NDUFA2,NDUFB4,ATP6V0A2,NDUFS8,NDUFB9,CYC1,NDUFA3,ATP6V0D1,PPA1,ATP6V1G1,ATP6V0A1,NDUFA7,ATP5MF,NDUFB1,SDHB,ATP6V1D,ATP5MC3,NDUFA11,COX7A2L,COX8A,PPA2,COX5A,UQCRH,ATP6V0C,NDUFS5,ATP5F1A,ATP6V1C1,ATP6V0E1 ko00190 Oxidative phosphorylation 8.05566196874907e-09 -18.6368906425956 120 45 0.0391644908616188 1149 7161 4698,1329,4729,1355,4719,4712,29796,1327,4697,506,526,522,6389,374291,4724,533,4723,4695,4710,23545,4728,4715,1537,4696,5464,9114,9550,535,4701,9551,4707,6390,51382,518,9167,126328,1351,27068,9377,7388,527,4725,498,528,8992 NDUFA5,COX5B,NDUFV2,COX15,NDUFS1,NDUFB6,UQCR10,COX4I1,NDUFA4,ATP5F1B,ATP6V1B2,ATP5PF,SDHA,NDUFS7,NDUFS4,ATP6V0B,NDUFV1,NDUFA2,NDUFB4,ATP6V0A2,NDUFS8,NDUFB9,CYC1,NDUFA3,PPA1,ATP6V0D1,ATP6V1G1,ATP6V0A1,NDUFA7,ATP5MF,NDUFB1,SDHB,ATP6V1D,ATP5MC3,COX7A2L,NDUFA11,COX8A,PPA2,COX5A,UQCRH,ATP6V0C,NDUFS5,ATP5F1A,ATP6V1C1,ATP6V0E1 hsa05010 Alzheimer's disease 1.72714240205723e-07 -15.5716273988774 165 53 0.0461270670147955 1149 7161 4698,1329,4729,4719,4712,102,29796,1327,4697,54205,5532,506,522,5663,83464,351,6389,374291,4724,824,1020,805,4723,4695,488,4710,4728,4715,1537,4696,5530,6868,51107,4701,4707,8772,5595,355,6390,3416,518,126328,9167,1351,5534,9377,7388,22926,498,4725,5594,10313,823 NDUFA5,COX5B,NDUFV2,NDUFS1,NDUFB6,ADAM10,UQCR10,COX4I1,NDUFA4,CYCS,PPP3CB,ATP5F1B,ATP5PF,PSEN1,APH1B,APP,SDHA,NDUFS7,NDUFS4,CAPN2,CDK5,CALM2,NDUFV1,NDUFA2,ATP2A2,NDUFB4,NDUFS8,NDUFB9,CYC1,NDUFA3,PPP3CA,ADAM17,APH1A,NDUFA7,NDUFB1,FADD,MAPK3,FAS,SDHB,IDE,ATP5MC3,NDUFA11,COX7A2L,COX8A,PPP3R1,COX5A,UQCRH,ATF6,ATP5F1A,NDUFS5,MAPK1,RTN3,CAPN1 ko05010 Alzheimer's disease 1.72714240205723e-07 -15.5716273988774 165 53 0.0461270670147955 1149 7161 4698,1329,4729,4719,4712,102,29796,1327,4697,54205,5532,506,522,5663,83464,351,6389,374291,4724,824,1020,805,4723,4695,488,4710,4728,4715,1537,4696,5530,6868,51107,4701,4707,8772,5595,355,6390,3416,518,126328,9167,1351,5534,9377,7388,22926,498,4725,5594,10313,823 NDUFA5,COX5B,NDUFV2,NDUFS1,NDUFB6,ADAM10,UQCR10,COX4I1,NDUFA4,CYCS,PPP3CB,ATP5F1B,ATP5PF,PSEN1,APH1B,APP,SDHA,NDUFS7,NDUFS4,CAPN2,CDK5,CALM2,NDUFV1,NDUFA2,ATP2A2,NDUFB4,NDUFS8,NDUFB9,CYC1,NDUFA3,PPP3CA,ADAM17,APH1A,NDUFA7,NDUFB1,FADD,MAPK3,FAS,SDHB,IDE,ATP5MC3,NDUFA11,COX7A2L,COX8A,PPP3R1,COX5A,UQCRH,ATF6,ATP5F1A,NDUFS5,MAPK1,RTN3,CAPN1 ko04140 Autophagy - animal 1.76732332093475e-07 -15.5486294970332 127 44 0.0382941688424717 1149 7161 7249,5894,5562,64121,55102,84335,598,440275,8678,5566,8837,115201,81671,5728,9110,64422,5296,1612,9776,596,64223,5170,4893,79065,9821,7879,208,3845,55578,5605,1613,51100,6009,5595,1514,8897,5515,7248,9342,6794,26100,5594,3476,3265 TSC2,RAF1,PRKAA1,RRAGC,ATG2B,AKT1S1,BCL2L1,EIF2AK4,BECN1,PRKACA,CFLAR,ATG4A,VMP1,PTEN,MTMR4,ATG3,PIK3R2,DAPK1,ATG13,BCL2,MLST8,PDPK1,NRAS,ATG9A,RB1CC1,RAB7A,AKT2,KRAS,SUPT20H,MAP2K2,DAPK3,SH3GLB1,RHEB,MAPK3,CTSL,MTMR3,PPP2CA,TSC1,SNAP29,STK11,WIPI2,MAPK1,IGBP1,HRAS hsa04140 Autophagy - animal 1.76732332093475e-07 -15.5486294970332 127 44 0.0382941688424717 1149 7161 7249,5894,5562,64121,55102,84335,598,440275,8678,5566,8837,115201,81671,5728,9110,64422,5296,1612,9776,596,64223,5170,4893,79065,9821,7879,208,3845,55578,5605,1613,51100,6009,5595,1514,8897,5515,7248,9342,6794,26100,5594,3476,3265 TSC2,RAF1,PRKAA1,RRAGC,ATG2B,AKT1S1,BCL2L1,EIF2AK4,BECN1,PRKACA,CFLAR,ATG4A,VMP1,PTEN,MTMR4,ATG3,PIK3R2,DAPK1,ATG13,BCL2,MLST8,PDPK1,NRAS,ATG9A,RB1CC1,RAB7A,AKT2,KRAS,SUPT20H,MAP2K2,DAPK3,SH3GLB1,RHEB,MAPK3,CTSL,MTMR3,PPP2CA,TSC1,SNAP29,STK11,WIPI2,MAPK1,IGBP1,HRAS ko03013 RNA transport 1.35433762707929e-06 -13.5121980592558 166 51 0.0443864229765013 1149 7161 55706,23511,9984,8480,8664,6613,9939,53371,7329,10289,10605,8761,23165,10073,8894,23225,9775,10248,57122,79833,26019,9972,50628,1983,26986,79902,11171,81929,10460,54913,23191,29107,10921,11218,9631,5905,26999,8087,1982,8666,8667,8661,1207,25929,5976,23636,9818,51068,8086,79760,55916 NDC1,NUP188,THOC1,RAE1,EIF3D,SUMO2,RBM8A,NUP54,UBE2I,EIF1B,PAIP1,PABPC4,NUP205,SNUPN,EIF2S2,NUP210,EIF4A3,POP7,NUP107,GEMIN6,UPF2,NUP153,GEMIN4,EIF5,PABPC1,NUP85,STRAP,SEH1L,TACC3,RPP25,CYFIP1,NXT1,RNPS1,DDX20,NUP155,RANGAP1,CYFIP2,FXR1,EIF4G2,EIF3G,EIF3H,EIF3A,CLNS1A,GEMIN5,UPF1,NUP62,NUP58,NMD3,AAAS,GEMIN7,NXT2 hsa03013 RNA transport 1.35433762707929e-06 -13.5121980592558 166 51 0.0443864229765013 1149 7161 55706,23511,9984,8480,8664,6613,9939,53371,7329,10289,10605,8761,23165,10073,8894,23225,9775,10248,57122,79833,26019,9972,50628,1983,26986,79902,11171,81929,10460,54913,23191,29107,10921,11218,9631,5905,26999,8087,1982,8666,8667,8661,1207,25929,5976,23636,9818,51068,8086,79760,55916 NDC1,NUP188,THOC1,RAE1,EIF3D,SUMO2,RBM8A,NUP54,UBE2I,EIF1B,PAIP1,PABPC4,NUP205,SNUPN,EIF2S2,NUP210,EIF4A3,POP7,NUP107,GEMIN6,UPF2,NUP153,GEMIN4,EIF5,PABPC1,NUP85,STRAP,SEH1L,TACC3,RPP25,CYFIP1,NXT1,RNPS1,DDX20,NUP155,RANGAP1,CYFIP2,FXR1,EIF4G2,EIF3G,EIF3H,EIF3A,CLNS1A,GEMIN5,UPF1,NUP62,NUP58,NMD3,AAAS,GEMIN7,NXT2 hsa03010 Ribosome 2.58803625324107e-06 -12.8646111732162 134 43 0.0374238468233246 1149 7161 6209,6187,65005,6181,51116,64960,6138,9801,6135,6147,6139,64981,6143,65003,219927,200916,64983,6159,11224,6204,6169,6132,6182,6128,6229,55173,54948,63931,6157,6203,3921,25873,6167,51069,6161,6233,6208,51264,6176,2197,28998,11222,6231 RPS15,RPS2,MRPL9,RPLP2,MRPS2,MRPS15,RPL15,MRPL19,RPL11,RPL23A,RPL17,MRPL34,RPL19,MRPL11,MRPL21,RPL22L1,MRPL32,RPL29,RPL35,RPS10,RPL38,RPL8,MRPL12,RPL6,RPS24,MRPS10,MRPL16,MRPS14,RPL27A,RPS9,RPSA,RPL36,RPL37,MRPL2,RPL32,RPS27A,RPS14,MRPL27,RPLP1,FAU,MRPL13,MRPL3,RPS26 ko03010 Ribosome 2.58803625324107e-06 -12.8646111732162 134 43 0.0374238468233246 1149 7161 6209,6187,65005,6181,51116,64960,6138,9801,6135,6147,6139,64981,6143,65003,219927,200916,64983,6159,11224,6132,6182,6204,6128,6169,55173,6229,54948,6157,63931,6203,3921,25873,6167,51069,6161,6233,6208,51264,6176,2197,28998,6231,11222 RPS15,RPS2,MRPL9,RPLP2,MRPS2,MRPS15,RPL15,MRPL19,RPL11,RPL23A,RPL17,MRPL34,RPL19,MRPL11,MRPL21,RPL22L1,MRPL32,RPL29,RPL35,RPL8,MRPL12,RPS10,RPL6,RPL38,MRPS10,RPS24,MRPL16,RPL27A,MRPS14,RPS9,RPSA,RPL36,RPL37,MRPL2,RPL32,RPS27A,RPS14,MRPL27,RPLP1,FAU,MRPL13,RPS26,MRPL3 ko05110 Vibrio cholerae infection 3.8312682893794e-06 -12.4723146635364 51 22 0.0191470844212359 1149 7161 10952,23480,30001,535,375,3784,526,5566,2778,533,51382,29927,115,23545,527,60,528,6558,8992,9114,9550,10945 SEC61B,SEC61G,ERO1A,ATP6V0A1,ARF1,KCNQ1,ATP6V1B2,PRKACA,GNAS,ATP6V0B,ATP6V1D,SEC61A1,ADCY9,ATP6V0A2,ATP6V0C,ACTB,ATP6V1C1,SLC12A2,ATP6V0E1,ATP6V0D1,ATP6V1G1,KDELR1 hsa05110 Vibrio cholerae infection 3.8312682893794e-06 -12.4723146635364 51 22 0.0191470844212359 1149 7161 10952,23480,30001,535,375,3784,526,5566,2778,533,51382,29927,115,23545,527,60,528,6558,8992,9114,9550,10945 SEC61B,SEC61G,ERO1A,ATP6V0A1,ARF1,KCNQ1,ATP6V1B2,PRKACA,GNAS,ATP6V0B,ATP6V1D,SEC61A1,ADCY9,ATP6V0A2,ATP6V0C,ACTB,ATP6V1C1,SLC12A2,ATP6V0E1,ATP6V0D1,ATP6V1G1,KDELR1 ko04120 Ubiquitin mediated proteolysis 4.94012287626725e-06 -12.2181203533355 137 43 0.0374238468233246 1149 7161 7323,7325,9320,331,55585,65264,8454,9354,7329,329,11060,8916,55120,4193,92912,6477,10075,23759,51434,89910,9690,9040,27339,134111,330,9978,7428,8452,29882,10277,672,84447,8697,8881,9817,996,9063,5371,22954,11065,57154,29945,1642 UBE2D3,UBE2E2,TRIP12,XIAP,UBE2Q1,UBE2Z,CUL1,UBE4A,UBE2I,BIRC2,WWP2,HERC3,FANCL,MDM2,UBE2Q2,SIAH1,HUWE1,PPIL2,ANAPC7,UBE3B,UBE3C,UBE2M,PRPF19,UBE2QL1,BIRC3,RBX1,VHL,CUL3,ANAPC2,UBE4B,BRCA1,SYVN1,CDC23,CDC16,KEAP1,CDC27,PIAS2,PML,TRIM32,UBE2C,SMURF1,ANAPC4,DDB1 hsa04120 Ubiquitin mediated proteolysis 4.94012287626725e-06 -12.2181203533355 137 43 0.0374238468233246 1149 7161 7323,7325,9320,331,55585,65264,8454,9354,7329,329,11060,8916,55120,4193,92912,6477,10075,23759,51434,89910,9690,9040,27339,134111,330,9978,7428,8452,29882,10277,672,84447,8697,8881,9817,996,9063,5371,22954,11065,57154,29945,1642 UBE2D3,UBE2E2,TRIP12,XIAP,UBE2Q1,UBE2Z,CUL1,UBE4A,UBE2I,BIRC2,WWP2,HERC3,FANCL,MDM2,UBE2Q2,SIAH1,HUWE1,PPIL2,ANAPC7,UBE3B,UBE3C,UBE2M,PRPF19,UBE2QL1,BIRC3,RBX1,VHL,CUL3,ANAPC2,UBE4B,BRCA1,SYVN1,CDC23,CDC16,KEAP1,CDC27,PIAS2,PML,TRIM32,UBE2C,SMURF1,ANAPC4,DDB1 ko05016 Huntington's disease 5.44757089552108e-06 -12.12034075589 187 54 0.0469973890339426 1149 7161 4698,1329,4729,4719,4712,5440,29796,10540,1327,4697,54205,506,522,6389,374291,4724,4899,4723,4695,4710,163,4728,4715,1537,1212,1385,4696,10126,1639,10105,5438,5436,5441,7417,5433,23186,4701,4707,7416,292,5430,6390,5439,518,126328,9167,1351,9519,9377,7388,498,4725,1175,3066 NDUFA5,COX5B,NDUFV2,NDUFS1,NDUFB6,POLR2K,UQCR10,DCTN2,COX4I1,NDUFA4,CYCS,ATP5F1B,ATP5PF,SDHA,NDUFS7,NDUFS4,NRF1,NDUFV1,NDUFA2,NDUFB4,AP2B1,NDUFS8,NDUFB9,CYC1,CLTB,CREB1,NDUFA3,DNAL4,DCTN1,PPIF,POLR2I,POLR2G,POLR2L,VDAC2,POLR2D,RCOR1,NDUFA7,NDUFB1,VDAC1,SLC25A5,POLR2A,SDHB,POLR2J,ATP5MC3,NDUFA11,COX7A2L,COX8A,TBPL1,COX5A,UQCRH,ATP5F1A,NDUFS5,AP2S1,HDAC2 hsa05016 Huntington's disease 5.44757089552108e-06 -12.12034075589 187 54 0.0469973890339426 1149 7161 4698,1329,4729,4719,4712,5440,29796,10540,1327,4697,54205,506,522,6389,374291,4724,4899,4723,4695,4710,163,4728,4715,1537,1212,1385,4696,10126,1639,10105,5438,5436,5441,7417,5433,23186,4701,4707,7416,292,5430,6390,5439,518,126328,9167,1351,9519,9377,7388,498,4725,1175,3066 NDUFA5,COX5B,NDUFV2,NDUFS1,NDUFB6,POLR2K,UQCR10,DCTN2,COX4I1,NDUFA4,CYCS,ATP5F1B,ATP5PF,SDHA,NDUFS7,NDUFS4,NRF1,NDUFV1,NDUFA2,NDUFB4,AP2B1,NDUFS8,NDUFB9,CYC1,CLTB,CREB1,NDUFA3,DNAL4,DCTN1,PPIF,POLR2I,POLR2G,POLR2L,VDAC2,POLR2D,RCOR1,NDUFA7,NDUFB1,VDAC1,SLC25A5,POLR2A,SDHB,POLR2J,ATP5MC3,NDUFA11,COX7A2L,COX8A,TBPL1,COX5A,UQCRH,ATP5F1A,NDUFS5,AP2S1,HDAC2 hsa05012 Parkinson's disease 1.45350011651807e-05 -11.1389509437896 129 40 0.0348128807658834 1149 7161 4698,1329,4729,4719,4712,29796,1327,4697,54205,506,522,5566,6389,11315,374291,4724,4723,4695,4710,4728,4715,1537,4696,2771,27429,10105,7417,4701,4707,7416,292,6390,518,126328,9167,1351,9377,7388,4725,498 NDUFA5,COX5B,NDUFV2,NDUFS1,NDUFB6,UQCR10,COX4I1,NDUFA4,CYCS,ATP5F1B,ATP5PF,PRKACA,SDHA,PARK7,NDUFS7,NDUFS4,NDUFV1,NDUFA2,NDUFB4,NDUFS8,NDUFB9,CYC1,NDUFA3,GNAI2,HTRA2,PPIF,VDAC2,NDUFA7,NDUFB1,VDAC1,SLC25A5,SDHB,ATP5MC3,NDUFA11,COX7A2L,COX8A,COX5A,UQCRH,NDUFS5,ATP5F1A ko04144 Endocytosis 1.49761896402366e-05 -11.1090489753661 260 68 0.0591818973020017 1149 7161 27243,10015,9230,80230,9815,8027,4218,4193,8853,998,11021,5867,1785,118813,163,1212,2149,7879,7456,25978,5869,57403,4087,7454,29082,112936,56904,128866,27183,57154,409,1175,56288,60682,3133,9744,11311,29924,375,84313,8766,3105,7037,23396,3799,2261,156,10092,381,829,7040,9267,387,6643,154,830,10552,51100,64744,3304,3106,9146,5371,116985,30844,91782,3265,51699 CHMP2A,PDCD6IP,RAB11B,RUFY1,GIT2,STAM,RAB8A,MDM2,ASAP2,CDC42,RAB35,RAB4A,DNM2,ZFYVE27,AP2B1,CLTB,F2R,RAB7A,WIPF1,CHMP2B,RAB5B,RAB22A,SMAD2,WAS,CHMP4A,VPS26B,SH3GLB2,CHMP4B,VPS4A,SMURF1,ARRB2,AP2S1,PARD3,SMAP1,HLA-E,ACAP1,VPS45,EPN1,ARF1,VPS25,RAB11A,HLA-A,TFRC,PIP5K1C,KIF5B,FGFR3,GRK2,ARPC5,ARF5,CAPZA1,TGFB1,CYTH1,RHOA,SNX2,ADRB2,CAPZA2,ARPC1A,SH3GLB1,SMAP2,HSPA1B,HLA-B,HGS,PML,ARAP1,EHD4,CHMP7,HRAS,VPS29 hsa04144 Endocytosis 1.49761896402366e-05 -11.1090489753661 260 68 0.0591818973020017 1149 7161 27243,10015,9230,80230,9815,8027,4218,4193,8853,998,11021,5867,1785,118813,163,1212,2149,7879,7456,25978,5869,57403,4087,7454,29082,112936,56904,128866,27183,57154,409,1175,56288,60682,3133,9744,11311,29924,375,84313,8766,3105,7037,23396,3799,2261,156,10092,381,829,7040,9267,387,6643,154,830,10552,51100,64744,3304,3106,9146,5371,116985,30844,91782,3265,51699 CHMP2A,PDCD6IP,RAB11B,RUFY1,GIT2,STAM,RAB8A,MDM2,ASAP2,CDC42,RAB35,RAB4A,DNM2,ZFYVE27,AP2B1,CLTB,F2R,RAB7A,WIPF1,CHMP2B,RAB5B,RAB22A,SMAD2,WAS,CHMP4A,VPS26B,SH3GLB2,CHMP4B,VPS4A,SMURF1,ARRB2,AP2S1,PARD3,SMAP1,HLA-E,ACAP1,VPS45,EPN1,ARF1,VPS25,RAB11A,HLA-A,TFRC,PIP5K1C,KIF5B,FGFR3,GRK2,ARPC5,ARF5,CAPZA1,TGFB1,CYTH1,RHOA,SNX2,ADRB2,CAPZA2,ARPC1A,SH3GLB1,SMAP2,HSPA1B,HLA-B,HGS,PML,ARAP1,EHD4,CHMP7,HRAS,VPS29 hsa04142 Lysosome 2.59480569064588e-05 -10.5594138295197 123 38 0.0330722367275892 1149 7161 26088,4126,3074,10947,427,285362,4125,23062,162,1176,2799,533,1520,10239,8907,23545,1212,9114,2760,51172,53,2581,5538,2629,535,26503,23431,4758,1514,950,6448,4669,1174,527,5476,5660,1201,3073 GGA1,MANBA,HEXB,AP3M2,ASAH1,SUMF1,MAN2B1,GGA2,AP1B1,AP3S1,GNS,ATP6V0B,CTSS,AP3S2,AP1M1,ATP6V0A2,CLTB,ATP6V0D1,GM2A,NAGPA,ACP2,GALC,PPT1,GBA,ATP6V0A1,SLC17A5,AP4E1,NEU1,CTSL,SCARB2,SGSH,NAGLU,AP1S1,ATP6V0C,CTSA,PSAP,CLN3,HEXA ko04142 Lysosome 2.59480569064588e-05 -10.5594138295197 123 38 0.0330722367275892 1149 7161 26088,4126,3074,10947,427,285362,4125,23062,162,1176,2799,533,1520,10239,8907,23545,1212,9114,2760,51172,53,2581,5538,2629,535,26503,23431,4758,1514,950,6448,4669,1174,527,5476,5660,1201,3073 GGA1,MANBA,HEXB,AP3M2,ASAH1,SUMF1,MAN2B1,GGA2,AP1B1,AP3S1,GNS,ATP6V0B,CTSS,AP3S2,AP1M1,ATP6V0A2,CLTB,ATP6V0D1,GM2A,NAGPA,ACP2,GALC,PPT1,GBA,ATP6V0A1,SLC17A5,AP4E1,NEU1,CTSL,SCARB2,SGSH,NAGLU,AP1S1,ATP6V0C,CTSA,PSAP,CLN3,HEXA hsa_M00355 Spliceosome, 35S U5-snRNP 7.7948492876177e-05 -9.4594622971416 37 16 0.0139251523063534 1149 7161 51362,23020,56949,6628,10450,51340,6634,3304,9343,8896,55094,9716,6637,100534599,988,27339 CDC40,SNRNP200,XAB2,SNRPB,PPIE,CRNKL1,SNRPD3,HSPA1B,EFTUD2,BUD31,GPATCH1,AQR,SNRPG,ISY1-RAB43,CDC5L,PRPF19 M00355 Spliceosome, 35S U5-snRNP 7.7948492876177e-05 -9.4594622971416 37 16 0.0139251523063534 1149 7161 51362,23020,56949,6628,10450,51340,6634,3304,9343,8896,55094,9716,6637,100534599,988,27339 CDC40,SNRNP200,XAB2,SNRPB,PPIE,CRNKL1,SNRPD3,HSPA1B,EFTUD2,BUD31,GPATCH1,AQR,SNRPG,ISY1-RAB43,CDC5L,PRPF19 hsa01524 Platinum drug resistance 9.92918091828223e-05 -9.21744747588604 73 25 0.0217580504786771 1149 7161 5170,578,2067,330,208,331,7155,54205,672,598,329,8772,5595,355,1317,4193,332,7507,5296,4436,596,4217,5594,2956,1029 PDPK1,BAK1,ERCC1,BIRC3,AKT2,XIAP,TOP2B,CYCS,BRCA1,BCL2L1,BIRC2,FADD,MAPK3,FAS,SLC31A1,MDM2,BIRC5,XPA,PIK3R2,MSH2,BCL2,MAP3K5,MAPK1,MSH6,CDKN2A ko01524 Platinum drug resistance 9.92918091828223e-05 -9.21744747588604 73 25 0.0217580504786771 1149 7161 5170,578,2067,330,208,331,7155,54205,672,598,329,8772,5595,355,1317,4193,332,7507,5296,4436,596,4217,5594,2956,1029 PDPK1,BAK1,ERCC1,BIRC3,AKT2,XIAP,TOP2B,CYCS,BRCA1,BCL2L1,BIRC2,FADD,MAPK3,FAS,SLC31A1,MDM2,BIRC5,XPA,PIK3R2,MSH2,BCL2,MAP3K5,MAPK1,MSH6,CDKN2A hsa05161 Hepatitis B 0.000221706425062023 -8.41415646087776 144 40 0.0348128807658834 1149 7161 23586,5894,54205,3661,5925,4775,5111,890,5728,5296,1027,596,57506,1385,1386,6774,7040,4893,208,1871,3845,4773,2002,5605,8772,5595,355,3716,332,6778,1869,6772,7534,148022,5594,1870,1017,3265,4089,1642 DDX58,RAF1,CYCS,IRF3,RB1,NFATC3,PCNA,CCNA2,PTEN,PIK3R2,CDKN1B,BCL2,MAVS,CREB1,ATF2,STAT3,TGFB1,NRAS,AKT2,E2F3,KRAS,NFATC2,ELK1,MAP2K2,FADD,MAPK3,FAS,JAK1,BIRC5,STAT6,E2F1,STAT1,YWHAZ,TICAM1,MAPK1,E2F2,CDK2,HRAS,SMAD4,DDB1 hsa00270 Cysteine and methionine metabolism 0.000249251068095026 -8.2970498638957 44 17 0.0147954743255004 1149 7161 6723,27430,2730,1788,2806,4191,262,84245,3939,191,4190,10768,1786,4548,4144,587,3945 SRM,MAT2B,GCLM,DNMT3A,GOT2,MDH2,AMD1,MRI1,LDHA,AHCY,MDH1,AHCYL1,DNMT1,MTR,MAT2A,BCAT2,LDHB ko00270 Cysteine and methionine metabolism 0.000249251068095026 -8.2970498638957 44 17 0.0147954743255004 1149 7161 6723,27430,2730,1788,2806,4191,262,84245,3939,191,4190,10768,1786,4548,4144,587,3945 SRM,MAT2B,GCLM,DNMT3A,GOT2,MDH2,AMD1,MRI1,LDHA,AHCY,MDH1,AHCYL1,DNMT1,MTR,MAT2A,BCAT2,LDHB ko05219 Bladder cancer 0.000330094882218862 -8.0161304229549 41 16 0.0139251523063534 1149 7161 4893,5894,1871,3845,5605,1613,5595,5925,2261,4193,1612,1869,1870,5594,3265,1029 NRAS,RAF1,E2F3,KRAS,MAP2K2,DAPK3,MAPK3,RB1,FGFR3,MDM2,DAPK1,E2F1,E2F2,MAPK1,HRAS,CDKN2A hsa05219 Bladder cancer 0.000330094882218862 -8.0161304229549 41 16 0.0139251523063534 1149 7161 4893,5894,1871,3845,5605,1613,5595,5925,2261,4193,1612,1869,1870,5594,3265,1029 NRAS,RAF1,E2F3,KRAS,MAP2K2,DAPK3,MAPK3,RB1,FGFR3,MDM2,DAPK1,E2F1,E2F2,MAPK1,HRAS,CDKN2A M00427 Nuclear pore complex 0.000341542317857421 -7.9820389690393 45 17 0.0147954743255004 1149 7161 55706,23511,8480,6613,53371,9631,5905,7329,23165,23225,57122,23636,9972,9818,79902,8086,81929 NDC1,NUP188,RAE1,SUMO2,NUP54,NUP155,RANGAP1,UBE2I,NUP205,NUP210,NUP107,NUP62,NUP153,NUP58,NUP85,AAAS,SEH1L hsa_M00427 Nuclear pore complex 0.000341542317857421 -7.9820389690393 45 17 0.0147954743255004 1149 7161 55706,23511,8480,6613,53371,9631,5905,7329,23165,23225,57122,23636,9972,9818,79902,8086,81929 NDC1,NUP188,RAE1,SUMO2,NUP54,NUP155,RANGAP1,UBE2I,NUP205,NUP210,NUP107,NUP62,NUP153,NUP58,NUP85,AAAS,SEH1L hsa_M00354 Spliceosome, U4/U6.U5 tri-snRNP 0.000357183430740883 -7.9372610965415 30 13 0.0113141862489121 1149 7161 9092,23020,11157,6628,9343,51691,10713,9128,9129,6637,6634,10907,9416 SART1,SNRNP200,LSM6,SNRPB,EFTUD2,LSM8,USP39,PRPF4,PRPF3,SNRPG,SNRPD3,TXNL4A,DDX23 M00354 Spliceosome, U4/U6.U5 tri-snRNP 0.000357183430740883 -7.9372610965415 30 13 0.0113141862489121 1149 7161 9092,23020,11157,6628,9343,51691,10713,9128,9129,6637,6634,10907,9416 SART1,SNRNP200,LSM6,SNRPB,EFTUD2,LSM8,USP39,PRPF4,PRPF3,SNRPG,SNRPD3,TXNL4A,DDX23 hsa04914 Progesterone-mediated oocyte maturation 0.000384302917395624 -7.86407946896868 92 28 0.0243690165361184 1149 7161 5347,5894,6195,208,3845,29882,9088,8697,891,1432,5140,5566,10459,5595,890,8881,996,5296,115,51434,994,5594,9133,1017,2771,132864,29945,113 PLK1,RAF1,RPS6KA1,AKT2,KRAS,ANAPC2,PKMYT1,CDC23,CCNB1,MAPK14,PDE3B,PRKACA,MAD2L2,MAPK3,CCNA2,CDC16,CDC27,PIK3R2,ADCY9,ANAPC7,CDC25B,MAPK1,CCNB2,CDK2,GNAI2,CPEB2,ANAPC4,ADCY7 ko04914 Progesterone-mediated oocyte maturation 0.000384302917395624 -7.86407946896868 92 28 0.0243690165361184 1149 7161 5347,5894,6195,208,3845,29882,9088,8697,891,1432,5140,5566,10459,5595,890,8881,996,5296,115,51434,994,5594,9133,1017,2771,132864,29945,113 PLK1,RAF1,RPS6KA1,AKT2,KRAS,ANAPC2,PKMYT1,CDC23,CCNB1,MAPK14,PDE3B,PRKACA,MAD2L2,MAPK3,CCNA2,CDC16,CDC27,PIK3R2,ADCY9,ANAPC7,CDC25B,MAPK1,CCNB2,CDK2,GNAI2,CPEB2,ANAPC4,ADCY7 hsa04114 Oocyte meiosis 0.000431532853326491 -7.74816691285013 120 34 0.0295909486510009 1149 7161 6195,9232,8454,5532,891,5566,10459,26271,805,9126,115,51434,818,113,5347,5530,9978,29882,9088,8697,5595,5515,8881,5525,996,5534,7534,1017,7533,9133,5594,132864,9700,29945 RPS6KA1,PTTG1,CUL1,PPP3CB,CCNB1,PRKACA,MAD2L2,FBXO5,CALM2,SMC3,ADCY9,ANAPC7,CAMK2G,ADCY7,PLK1,PPP3CA,RBX1,ANAPC2,PKMYT1,CDC23,MAPK3,PPP2CA,CDC16,PPP2R5A,CDC27,PPP3R1,YWHAZ,CDK2,YWHAH,CCNB2,MAPK1,CPEB2,ESPL1,ANAPC4 ko04114 Oocyte meiosis 0.000431532853326491 -7.74816691285013 120 34 0.0295909486510009 1149 7161 6195,9232,8454,5532,891,5566,10459,26271,805,9126,115,51434,818,113,5347,5530,9978,29882,9088,8697,5595,5515,8881,5525,996,5534,7534,1017,7533,9133,5594,132864,9700,29945 RPS6KA1,PTTG1,CUL1,PPP3CB,CCNB1,PRKACA,MAD2L2,FBXO5,CALM2,SMC3,ADCY9,ANAPC7,CAMK2G,ADCY7,PLK1,PPP3CA,RBX1,ANAPC2,PKMYT1,CDC23,MAPK3,PPP2CA,CDC16,PPP2R5A,CDC27,PPP3R1,YWHAZ,CDK2,YWHAH,CCNB2,MAPK1,CPEB2,ESPL1,ANAPC4 hsa01100 Metabolic pathways 0.000442024389465867 -7.72414549762189 1256 242 0.210617928633594 1149 7161 51816,6723,23649,1355,93183,79717,4712,10007,9091,29796,3074,7841,56922,10554,2746,2992,54187,10423,4942,522,51728,587,2806,54928,60490,3032,51102,231,8801,139596,4715,30834,1786,4249,8813,51056,6241,51809,4953,5557,4122,10195,10555,3703,4669,55278,23417,9377,7388,6483,527,55568,200895,56994,54480,8992,5214,8704,22928,4729,1329,23556,4594,5440,84890,6240,427,2683,4697,1327,54205,8702,2053,374291,4724,1119,2799,57026,56913,6184,3632,471,1603,622,1503,23545,191,5833,1537,27034,5832,79888,9114,223,2222,84284,5438,51604,5558,7264,9489,50814,11253,262,2181,157506,2629,1635,5315,4548,221830,51109,55361,159,6390,2058,10797,2590,5439,6675,5859,1633,5634,47,254531,4190,498,2821,55627,140838,3073,9791,4698,1788,7360,8802,4191,7389,7371,83549,10329,1120,83440,526,9453,253558,6389,2132,80308,533,9110,1854,9663,1431,6185,6888,9562,10768,9550,51703,5441,5436,5538,3419,1371,5433,9107,535,4967,4701,4707,11232,8050,4144,221,5445,1650,253782,115024,126328,154141,8566,8703,4048,2584,55191,55907,2730,8760,4719,84245,10020,7086,56894,506,6697,10654,4121,23396,10682,27430,2618,4723,283459,4695,4710,2530,4728,10728,84172,4696,3613,3945,126792,271,7083,53,2987,2581,3939,84265,158,133686,9551,5430,8897,23646,6448,51382,5426,518,51,1351,3614,38,34,4725,528,3420,5223,112483,2653 ADA2,SRM,POLA2,COX15,PIGM,PPCS,NDUFB6,GNPDA1,PIGQ,UQCR10,HEXB,MOGS,MCCC1,AGPAT1,GLUD1,GYG1,NANS,CDIPT,OAT,ATP5PF,POLR3K,BCAT2,GOT2,IMPAD1,PPCDC,HADHB,MECR,AKR1B1,SUCLG2,UPRT,NDUFB9,ZNRD1,DNMT1,MGAT5,DPM1,LAP3,RRM2,GALNT7,ODC1,PRIM1,MAN2A2,ALG3,AGPAT2,STT3A,NAGLU,QRSL1,MLYCD,COX5A,UQCRH,ST3GAL2,ATP6V0C,GALNT10,DHFR2,CHPT1,CHPF2,ATP6V0E1,PFKP,B4GALT2,SEPHS2,NDUFV2,COX5B,PIGN,MUT,POLR2K,ADO,RRM1,ASAH1,B4GALT1,NDUFA4,COX4I1,CYCS,B4GALT4,EPHX2,NDUFS7,NDUFS4,CHKA,GNS,PDXP,C1GALT1,RPN1,INPP5A,ATIC,DAD1,BDH1,CTPS1,ATP6V0A2,AHCY,PCYT2,CYC1,ACAD8,ALDH18A1,LPCAT1,ATP6V0D1,ALDH9A1,FDFT1,NTPCR,POLR2I,PIGT,PRIM2,TSTA3,PGS1,NSDHL,MAN1B1,AMD1,ACSL3,RDH10,GBA,DCTD,PKM,MTR,TWISTNB,RDH11,PI4K2A,ADSS,SDHB,EPRS,MTHFD2,GALNT2,POLR2J,UAP1,QARS,DCK,PRPS2,ACLY,LPCAT4,MDH1,ATP5F1A,GPI,SMPD4,NANP,HEXA,PTDSS1,NDUFA5,DNMT3A,UGP2,SUCLG1,MDH2,UROD,UCK2,UCK1,RXYLT1,CHKB,ADPGK,ATP6V1B2,GGPS1,LCLAT1,SDHA,EXT2,FLAD1,ATP6V0B,MTMR4,DUT,LPIN2,CS,RPN2,TALDO1,MINPP1,AHCYL1,ATP6V1G1,ACSL5,POLR2L,POLR2G,PPT1,IDH3A,CPOX,POLR2D,MTMR6,ATP6V0A1,OGDH,NDUFA7,NDUFB1,POLG2,PDHX,MAT2A,ALDH3B1,PON2,DDOST,CERS6,NT5C3B,NDUFA11,MBOAT1,PDXK,B4GALT3,LTA4H,GALK1,NADSYN1,CMAS,GCLM,CDS2,NDUFS1,MRI1,GNE,TKT,AGPAT3,ATP5F1B,SPR,PMVK,MAN1A1,PIP5K1C,EBP,MAT2B,GART,NDUFV1,GATC,NDUFA2,NDUFB4,FUT8,NDUFS8,PTGES3,POLR1B,NDUFA3,IMPA2,LDHB,B3GALT6,AMPD2,TK1,ACP2,GUK1,GALC,LDHA,POLR3GL,ADSL,NADK2,ATP5MF,POLR2A,MTMR3,PLD3,SGSH,ATP6V1D,POLE,ATP5MC3,ACOX1,COX8A,IMPDH1,ACAT1,ACADM,NDUFS5,ATP6V1C1,IDH3B,PGAM1,SAT2,GCSH hsa05220 Chronic myeloid leukemia 0.000468929626118112 -7.66505785169763 71 23 0.0200174064403829 1149 7161 7040,4893,5894,208,1871,3845,598,5605,5595,1399,5925,4193,6464,5296,1869,5781,1027,5594,1870,3265,4089,1029,3066 TGFB1,NRAS,RAF1,AKT2,E2F3,KRAS,BCL2L1,MAP2K2,MAPK3,CRKL,RB1,MDM2,SHC1,PIK3R2,E2F1,PTPN11,CDKN1B,MAPK1,E2F2,HRAS,SMAD4,CDKN2A,HDAC2 ko05220 Chronic myeloid leukemia 0.000468929626118112 -7.66505785169763 71 23 0.0200174064403829 1149 7161 7040,4893,5894,208,1871,3845,598,5605,5595,1399,5925,4193,6464,5296,1869,5781,1027,5594,1870,3265,4089,1029,3066 TGFB1,NRAS,RAF1,AKT2,E2F3,KRAS,BCL2L1,MAP2K2,MAPK3,CRKL,RB1,MDM2,SHC1,PIK3R2,E2F1,PTPN11,CDKN1B,MAPK1,E2F2,HRAS,SMAD4,CDKN2A,HDAC2 M00143 NADH dehydrogenase (ubiquinone) Fe-S protein/flavoprotein complex, mitochondria 0.000488612392367921 -7.62394103644974 11 7 0.00609225413402959 1149 7161 4729,4728,4723,4725,4719,374291,4724 NDUFV2,NDUFS8,NDUFV1,NDUFS5,NDUFS1,NDUFS7,NDUFS4 hsa_M00143 NADH dehydrogenase (ubiquinone) Fe-S protein/flavoprotein complex, mitochondria 0.000488612392367921 -7.62394103644974 11 7 0.00609225413402959 1149 7161 4729,4728,4723,4725,4719,374291,4724 NDUFV2,NDUFS8,NDUFV1,NDUFS5,NDUFS1,NDUFS7,NDUFS4 ko05169 Epstein-Barr virus infection 0.000556017682688855 -7.49471046082219 199 50 0.0435161009573542 1149 7161 23586,7874,9612,5440,3133,1457,3661,440275,27044,1432,5566,4067,51728,3105,5925,5708,4193,5707,890,5296,1027,596,9020,1386,6774,5438,5441,5436,7128,208,5433,84265,27102,5430,3304,5704,3106,3716,5439,23118,5709,5714,9519,7534,3516,1017,7188,7533,5700,3066 DDX58,USP7,NCOR2,POLR2K,HLA-E,CSNK2A1,IRF3,EIF2AK4,SND1,MAPK14,PRKACA,LYN,POLR3K,HLA-A,RB1,PSMD2,MDM2,PSMD1,CCNA2,PIK3R2,CDKN1B,BCL2,MAP3K14,ATF2,STAT3,POLR2I,POLR2L,POLR2G,TNFAIP3,AKT2,POLR2D,POLR3GL,EIF2AK1,POLR2A,HSPA1B,PSMC4,HLA-B,JAK1,POLR2J,TAB2,PSMD3,PSMD8,TBPL1,YWHAZ,RBPJ,CDK2,TRAF5,YWHAH,PSMC1,HDAC2 hsa05169 Epstein-Barr virus infection 0.000556017682688855 -7.49471046082219 199 50 0.0435161009573542 1149 7161 23586,7874,9612,5440,3133,1457,3661,440275,27044,1432,5566,4067,51728,3105,5925,5708,4193,5707,890,5296,1027,596,9020,1386,6774,5438,5441,5436,7128,208,5433,84265,27102,5430,3304,5704,3106,3716,5439,23118,5709,5714,9519,7534,3516,1017,7188,7533,5700,3066 DDX58,USP7,NCOR2,POLR2K,HLA-E,CSNK2A1,IRF3,EIF2AK4,SND1,MAPK14,PRKACA,LYN,POLR3K,HLA-A,RB1,PSMD2,MDM2,PSMD1,CCNA2,PIK3R2,CDKN1B,BCL2,MAP3K14,ATF2,STAT3,POLR2I,POLR2L,POLR2G,TNFAIP3,AKT2,POLR2D,POLR3GL,EIF2AK1,POLR2A,HSPA1B,PSMC4,HLA-B,JAK1,POLR2J,TAB2,PSMD3,PSMD8,TBPL1,YWHAZ,RBPJ,CDK2,TRAF5,YWHAH,PSMC1,HDAC2 ko05212 Pancreatic cancer 0.00067479297961744 -7.3011046109959 64 21 0.0182767624020888 1149 7161 7040,5894,208,5879,1871,3845,598,5595,5925,4087,3716,998,5899,5296,1869,6772,6774,1870,5594,4089,1029 TGFB1,RAF1,AKT2,RAC1,E2F3,KRAS,BCL2L1,MAPK3,RB1,SMAD2,JAK1,CDC42,RALB,PIK3R2,E2F1,STAT1,STAT3,E2F2,MAPK1,SMAD4,CDKN2A hsa05212 Pancreatic cancer 0.00067479297961744 -7.3011046109959 64 21 0.0182767624020888 1149 7161 7040,5894,208,5879,1871,3845,598,5595,5925,4087,3716,998,5899,5296,1869,6772,6774,1870,5594,4089,1029 TGFB1,RAF1,AKT2,RAC1,E2F3,KRAS,BCL2L1,MAPK3,RB1,SMAD2,JAK1,CDC42,RALB,PIK3R2,E2F1,STAT1,STAT3,E2F2,MAPK1,SMAD4,CDKN2A hsa_M00177 Ribosome, eukaryotes 0.000754415795695782 -7.18956688877332 91 27 0.0234986945169713 1149 7161 6209,6159,11224,6187,6181,6132,6204,6128,6169,6138,6229,6157,6203,3921,6135,6147,25873,6167,6161,6139,6233,6208,6176,6143,2197,6231,200916 RPS15,RPL29,RPL35,RPS2,RPLP2,RPL8,RPS10,RPL6,RPL38,RPL15,RPS24,RPL27A,RPS9,RPSA,RPL11,RPL23A,RPL36,RPL37,RPL32,RPL17,RPS27A,RPS14,RPLP1,RPL19,FAU,RPS26,RPL22L1 M00177 Ribosome, eukaryotes 0.000754415795695782 -7.18956688877332 91 27 0.0234986945169713 1149 7161 6209,6159,11224,6187,6181,6132,6204,6128,6169,6138,6229,6157,6203,3921,6135,6147,25873,6167,6161,6139,6233,6208,6176,6143,2197,6231,200916 RPS15,RPL29,RPL35,RPS2,RPLP2,RPL8,RPS10,RPL6,RPL38,RPL15,RPS24,RPL27A,RPS9,RPSA,RPL11,RPL23A,RPL36,RPL37,RPL32,RPL17,RPS27A,RPS14,RPLP1,RPL19,FAU,RPS26,RPL22L1 ko04932 Non-alcoholic fatty liver disease (NAFLD) 0.00107633289874294 -6.83419547964353 145 38 0.0330722367275892 1149 7161 4698,4729,5564,1329,4719,4712,29796,5879,5562,4697,1327,54205,6389,374291,4724,4723,6945,4695,998,4710,5296,4715,4728,1537,4696,7040,208,4701,4707,355,6390,9167,126328,1351,9377,7388,4725,4217 NDUFA5,NDUFV2,PRKAB1,COX5B,NDUFS1,NDUFB6,UQCR10,RAC1,PRKAA1,NDUFA4,COX4I1,CYCS,SDHA,NDUFS7,NDUFS4,NDUFV1,MLX,NDUFA2,CDC42,NDUFB4,PIK3R2,NDUFB9,NDUFS8,CYC1,NDUFA3,TGFB1,AKT2,NDUFA7,NDUFB1,FAS,SDHB,COX7A2L,NDUFA11,COX8A,COX5A,UQCRH,NDUFS5,MAP3K5 hsa04932 Non-alcoholic fatty liver disease (NAFLD) 0.00107633289874294 -6.83419547964353 145 38 0.0330722367275892 1149 7161 4698,4729,5564,1329,4719,4712,29796,5879,5562,4697,1327,54205,6389,374291,4724,4723,6945,4695,998,4710,5296,4715,4728,1537,4696,7040,208,4701,4707,355,6390,9167,126328,1351,9377,7388,4725,4217 NDUFA5,NDUFV2,PRKAB1,COX5B,NDUFS1,NDUFB6,UQCR10,RAC1,PRKAA1,NDUFA4,COX4I1,CYCS,SDHA,NDUFS7,NDUFS4,NDUFV1,MLX,NDUFA2,CDC42,NDUFB4,PIK3R2,NDUFB9,NDUFS8,CYC1,NDUFA3,TGFB1,AKT2,NDUFA7,NDUFB1,FAS,SDHB,COX7A2L,NDUFA11,COX8A,COX5A,UQCRH,NDUFS5,MAP3K5 M00009 Citrate cycle (TCA cycle, Krebs cycle) 0.00110009705422611 -6.8123568719553 22 10 0.00870322019147084 1149 7161 6390,8802,4191,3419,1431,8801,4190,4967,3420,6389 SDHB,SUCLG1,MDH2,IDH3A,CS,SUCLG2,MDH1,OGDH,IDH3B,SDHA hsa_M00009 Citrate cycle (TCA cycle, Krebs cycle) 0.00110009705422611 -6.8123568719553 22 10 0.00870322019147084 1149 7161 6390,8802,4191,3419,1431,8801,4190,4967,3420,6389 SDHB,SUCLG1,MDH2,IDH3A,CS,SUCLG2,MDH1,OGDH,IDH3B,SDHA hsa05166 HTLV-I infection 0.00112037523150528 -6.79409162165481 256 60 0.0522193211488251 1149 7161 3133,6929,6513,9232,331,5532,598,2113,5566,3105,8323,1390,1031,5925,4775,5111,5296,115,51434,1385,9020,4603,1386,1856,113,7040,5530,4893,2648,208,1871,7417,4605,29882,4773,3845,8697,2002,7416,292,3106,4087,8881,3716,996,5426,2114,2874,81029,5534,9519,1869,1855,11200,9133,1870,4089,3265,29945,1029 HLA-E,TCF3,SLC2A1,PTTG1,XIAP,PPP3CB,BCL2L1,ETS1,PRKACA,HLA-A,FZD6,CREM,CDKN2C,RB1,NFATC3,PCNA,PIK3R2,ADCY9,ANAPC7,CREB1,MAP3K14,MYBL1,ATF2,DVL2,ADCY7,TGFB1,PPP3CA,NRAS,KAT2A,AKT2,E2F3,VDAC2,MYBL2,ANAPC2,NFATC2,KRAS,CDC23,ELK1,VDAC1,SLC25A5,HLA-B,SMAD2,CDC16,JAK1,CDC27,POLE,ETS2,GPS2,WNT5B,PPP3R1,TBPL1,E2F1,DVL1,CHEK2,CCNB2,E2F2,SMAD4,HRAS,ANAPC4,CDKN2A ko05166 HTLV-I infection 0.00112037523150528 -6.79409162165481 256 60 0.0522193211488251 1149 7161 3133,6929,6513,9232,331,5532,598,2113,5566,3105,8323,1390,1031,5925,4775,5111,5296,115,51434,1385,9020,4603,1386,1856,113,7040,5530,4893,2648,208,1871,7417,4605,29882,4773,3845,8697,2002,7416,292,3106,4087,8881,3716,996,5426,2114,2874,81029,5534,9519,1869,1855,11200,9133,1870,4089,3265,29945,1029 HLA-E,TCF3,SLC2A1,PTTG1,XIAP,PPP3CB,BCL2L1,ETS1,PRKACA,HLA-A,FZD6,CREM,CDKN2C,RB1,NFATC3,PCNA,PIK3R2,ADCY9,ANAPC7,CREB1,MAP3K14,MYBL1,ATF2,DVL2,ADCY7,TGFB1,PPP3CA,NRAS,KAT2A,AKT2,E2F3,VDAC2,MYBL2,ANAPC2,NFATC2,KRAS,CDC23,ELK1,VDAC1,SLC25A5,HLA-B,SMAD2,CDC16,JAK1,CDC27,POLE,ETS2,GPS2,WNT5B,PPP3R1,TBPL1,E2F1,DVL1,CHEK2,CCNB2,E2F2,SMAD4,HRAS,ANAPC4,CDKN2A hsa05223 Non-small cell lung cancer 0.00122570016052071 -6.70424303865469 58 19 0.0165361183637946 1149 7161 5170,4893,5894,208,1871,3845,2309,5605,27436,5595,6257,5925,5296,1869,1870,5594,6774,3265,1029 PDPK1,NRAS,RAF1,AKT2,E2F3,KRAS,FOXO3,MAP2K2,EML4,MAPK3,RXRB,RB1,PIK3R2,E2F1,E2F2,MAPK1,STAT3,HRAS,CDKN2A ko05223 Non-small cell lung cancer 0.00122570016052071 -6.70424303865469 58 19 0.0165361183637946 1149 7161 5170,4893,5894,208,1871,3845,2309,5605,27436,5595,6257,5925,5296,1869,1870,5594,6774,3265,1029 PDPK1,NRAS,RAF1,AKT2,E2F3,KRAS,FOXO3,MAP2K2,EML4,MAPK3,RXRB,RB1,PIK3R2,E2F1,E2F2,MAPK1,STAT3,HRAS,CDKN2A hsa03460 Fanconi anemia pathway 0.00130459147012601 -6.64186533692964 54 18 0.0156657963446475 1149 7161 9894,2067,51426,116028,5395,7156,672,641,2178,80010,55215,57599,6117,6118,55120,5889,79728,80233 TELO2,ERCC1,POLK,RMI2,PMS2,TOP3A,BRCA1,BLM,FANCE,RMI1,FANCI,WDR48,RPA1,RPA2,FANCL,RAD51C,PALB2,FAAP100 ko03460 Fanconi anemia pathway 0.00130459147012601 -6.64186533692964 54 18 0.0156657963446475 1149 7161 9894,2067,51426,116028,5395,7156,672,641,2178,80010,55215,57599,6117,6118,55120,5889,79728,80233 TELO2,ERCC1,POLK,RMI2,PMS2,TOP3A,BRCA1,BLM,FANCE,RMI1,FANCI,WDR48,RPA1,RPA2,FANCL,RAD51C,PALB2,FAAP100 hsa04210 Apoptosis 0.00157131627986225 -6.45584161606182 138 36 0.031331592689295 1149 7161 839,5894,10912,331,54205,598,329,4000,8837,824,1520,5296,596,9020,27429,6709,578,5170,4893,330,208,143,4170,3845,5605,8772,355,5595,1514,332,4616,60,4217,5594,3265,823 CASP6,RAF1,GADD45G,XIAP,CYCS,BCL2L1,BIRC2,LMNA,CFLAR,CAPN2,CTSS,PIK3R2,BCL2,MAP3K14,HTRA2,SPTAN1,BAK1,PDPK1,NRAS,BIRC3,AKT2,PARP4,MCL1,KRAS,MAP2K2,FADD,FAS,MAPK3,CTSL,BIRC5,GADD45B,ACTB,MAP3K5,MAPK1,HRAS,CAPN1 ko04210 Apoptosis 0.00157131627986225 -6.45584161606182 138 36 0.031331592689295 1149 7161 839,5894,10912,331,54205,598,329,4000,8837,824,1520,5296,596,9020,27429,6709,578,5170,4893,330,208,143,4170,3845,5605,8772,355,5595,1514,332,4616,60,4217,5594,3265,823 CASP6,RAF1,GADD45G,XIAP,CYCS,BCL2L1,BIRC2,LMNA,CFLAR,CAPN2,CTSS,PIK3R2,BCL2,MAP3K14,HTRA2,SPTAN1,BAK1,PDPK1,NRAS,BIRC3,AKT2,PARP4,MCL1,KRAS,MAP2K2,FADD,FAS,MAPK3,CTSL,BIRC5,GADD45B,ACTB,MAP3K5,MAPK1,HRAS,CAPN1 M00295 BRCA1-associated genome surveillance complex (BASC) 0.00164556614592666 -6.4096707923173 16 8 0.00696257615317668 1149 7161 5983,672,5111,641,5982,2956,5395,4436 RFC3,BRCA1,PCNA,BLM,RFC2,MSH6,PMS2,MSH2 hsa_M00295 BRCA1-associated genome surveillance complex (BASC) 0.00164556614592666 -6.4096707923173 16 8 0.00696257615317668 1149 7161 5983,672,5111,641,5982,2956,5395,4436 RFC3,BRCA1,PCNA,BLM,RFC2,MSH6,PMS2,MSH2 M00072 N-glycosylation by oligosaccharyltransferase 0.00166676535049853 -6.39687044666989 7 5 0.00435161009573542 1149 7161 6185,6184,1650,3703,1603 RPN2,RPN1,DDOST,STT3A,DAD1 hsa_M00072 N-glycosylation by oligosaccharyltransferase 0.00166676535049853 -6.39687044666989 7 5 0.00435161009573542 1149 7161 6185,6184,1650,3703,1603 RPN2,RPN1,DDOST,STT3A,DAD1 ko05211 Renal cell carcinoma 0.00177004276234572 -6.33675157317088 64 20 0.0174064403829417 1149 7161 7040,4893,9978,7428,5894,208,6513,5879,3845,2113,5605,5595,1399,5906,998,5296,5781,5594,3265,54583 TGFB1,NRAS,RBX1,VHL,RAF1,AKT2,SLC2A1,RAC1,KRAS,ETS1,MAP2K2,MAPK3,CRKL,RAP1A,CDC42,PIK3R2,PTPN11,MAPK1,HRAS,EGLN1 hsa05211 Renal cell carcinoma 0.00177004276234572 -6.33675157317088 64 20 0.0174064403829417 1149 7161 7040,4893,9978,7428,5894,208,6513,5879,3845,2113,5605,5595,1399,5906,998,5296,5781,5594,3265,54583 TGFB1,NRAS,RBX1,VHL,RAF1,AKT2,SLC2A1,RAC1,KRAS,ETS1,MAP2K2,MAPK3,CRKL,RAP1A,CDC42,PIK3R2,PTPN11,MAPK1,HRAS,EGLN1 ko05210 Colorectal cancer 0.00192325842935535 -6.25373443276451 60 19 0.0165361183637946 1149 7161 7040,387,5894,208,5879,3845,54205,26060,5595,4087,332,8312,5296,4436,8313,596,5594,4089,2956 TGFB1,RHOA,RAF1,AKT2,RAC1,KRAS,CYCS,APPL1,MAPK3,SMAD2,BIRC5,AXIN1,PIK3R2,MSH2,AXIN2,BCL2,MAPK1,SMAD4,MSH6 hsa05210 Colorectal cancer 0.00192325842935535 -6.25373443276451 60 19 0.0165361183637946 1149 7161 7040,387,5894,208,5879,3845,54205,26060,5595,4087,332,8312,5296,4436,8313,596,5594,4089,2956 TGFB1,RHOA,RAF1,AKT2,RAC1,KRAS,CYCS,APPL1,MAPK3,SMAD2,BIRC5,AXIN1,PIK3R2,MSH2,AXIN2,BCL2,MAPK1,SMAD4,MSH6 M00426 Survival motor neuron (SMN) complex 0.00197270114472131 -6.22835153593312 10 6 0.00522193211488251 1149 7161 25929,11218,79833,50628,11171,79760 GEMIN5,DDX20,GEMIN6,GEMIN4,STRAP,GEMIN7 hsa_M00426 Survival motor neuron (SMN) complex 0.00197270114472131 -6.22835153593312 10 6 0.00522193211488251 1149 7161 25929,11218,79833,50628,11171,79760 GEMIN5,DDX20,GEMIN6,GEMIN4,STRAP,GEMIN7 hsa_M00035 Methionine degradation 0.00197270114472131 -6.22835153593312 10 6 0.00522193211488251 1149 7161 27430,191,1788,10768,1786,4144 MAT2B,AHCY,DNMT3A,AHCYL1,DNMT1,MAT2A M00035 Methionine degradation 0.00197270114472131 -6.22835153593312 10 6 0.00522193211488251 1149 7161 27430,191,1788,10768,1786,4144 MAT2B,AHCY,DNMT3A,AHCYL1,DNMT1,MAT2A ko03020 RNA polymerase 0.00197607829808725 -6.22664105590341 31 12 0.010443864229765 1149 7161 5438,5436,5441,5439,5440,5433,84265,84172,30834,51728,5430,221830 POLR2I,POLR2G,POLR2L,POLR2J,POLR2K,POLR2D,POLR3GL,POLR1B,ZNRD1,POLR3K,POLR2A,TWISTNB hsa03020 RNA polymerase 0.00197607829808725 -6.22664105590341 31 12 0.010443864229765 1149 7161 5438,5436,5441,5439,5440,5433,84265,84172,30834,51728,221830,5430 POLR2I,POLR2G,POLR2L,POLR2J,POLR2K,POLR2D,POLR3GL,POLR1B,ZNRD1,POLR3K,TWISTNB,POLR2A hsa04150 mTOR signaling pathway 0.00209866691312687 -6.16645293909859 150 38 0.0330722367275892 1149 7161 7249,5894,6195,5562,8649,64121,84335,526,8323,5728,5296,57600,1856,81929,64223,9550,5170,9894,387,4893,54468,208,4041,3845,5605,6009,5595,7248,51382,81029,389541,79726,51719,6794,1855,528,5594,3265 TSC2,RAF1,RPS6KA1,PRKAA1,LAMTOR3,RRAGC,AKT1S1,ATP6V1B2,FZD6,PTEN,PIK3R2,FNIP2,DVL2,SEH1L,MLST8,ATP6V1G1,PDPK1,TELO2,RHOA,NRAS,MIOS,AKT2,LRP5,KRAS,MAP2K2,RHEB,MAPK3,TSC1,ATP6V1D,WNT5B,LAMTOR4,WDR59,CAB39,STK11,DVL1,ATP6V1C1,MAPK1,HRAS ko04150 mTOR signaling pathway 0.00209866691312687 -6.16645293909859 150 38 0.0330722367275892 1149 7161 7249,5894,6195,5562,8649,64121,84335,526,8323,5728,5296,57600,1856,81929,64223,9550,5170,9894,387,4893,54468,208,4041,3845,5605,6009,5595,7248,51382,81029,389541,79726,51719,6794,1855,528,5594,3265 TSC2,RAF1,RPS6KA1,PRKAA1,LAMTOR3,RRAGC,AKT1S1,ATP6V1B2,FZD6,PTEN,PIK3R2,FNIP2,DVL2,SEH1L,MLST8,ATP6V1G1,PDPK1,TELO2,RHOA,NRAS,MIOS,AKT2,LRP5,KRAS,MAP2K2,RHEB,MAPK3,TSC1,ATP6V1D,WNT5B,LAMTOR4,WDR59,CAB39,STK11,DVL1,ATP6V1C1,MAPK1,HRAS ko00520 Amino sugar and nucleotide sugar metabolism 0.00238273863294731 -6.03950476671827 48 16 0.0139251523063534 1149 7161 2584,55907,7360,64841,7264,10007,10020,3074,54187,51005,6675,606495,2821,51706,140838,3073 GALK1,CMAS,UGP2,GNPNAT1,TSTA3,GNPDA1,GNE,HEXB,NANS,AMDHD2,UAP1,CYB5RL,GPI,CYB5R1,NANP,HEXA hsa00520 Amino sugar and nucleotide sugar metabolism 0.00238273863294731 -6.03950476671827 48 16 0.0139251523063534 1149 7161 55907,2584,7360,64841,7264,10007,10020,3074,54187,51005,6675,606495,2821,51706,140838,3073 CMAS,GALK1,UGP2,GNPNAT1,TSTA3,GNPDA1,GNE,HEXB,NANS,AMDHD2,UAP1,CYB5RL,GPI,CYB5R1,NANP,HEXA hsa_M00160 V-type ATPase, eukaryotes 0.00245574628707199 -6.00932457734284 24 10 0.00870322019147084 1149 7161 533,51382,23545,535,527,528,526,8992,9114,9550 ATP6V0B,ATP6V1D,ATP6V0A2,ATP6V0A1,ATP6V0C,ATP6V1C1,ATP6V1B2,ATP6V0E1,ATP6V0D1,ATP6V1G1 M00160 V-type ATPase, eukaryotes 0.00245574628707199 -6.00932457734284 24 10 0.00870322019147084 1149 7161 533,51382,23545,535,527,528,526,8992,9114,9550 ATP6V0B,ATP6V1D,ATP6V0A2,ATP6V0A1,ATP6V0C,ATP6V1C1,ATP6V1B2,ATP6V0E1,ATP6V0D1,ATP6V1G1 hsa03030 DNA replication 0.00269574843278106 -5.91607940156883 36 13 0.0113141862489121 1149 7161 23649,6118,5111,5983,5426,5558,84153,4174,10535,4171,5982,6117,5557 POLA2,RPA2,PCNA,RFC3,POLE,PRIM2,RNASEH2C,MCM5,RNASEH2A,MCM2,RFC2,RPA1,PRIM1 ko03030 DNA replication 0.00269574843278106 -5.91607940156883 36 13 0.0113141862489121 1149 7161 6118,23649,5983,5111,5426,5558,84153,4174,10535,4171,5982,6117,5557 RPA2,POLA2,RFC3,PCNA,POLE,PRIM2,RNASEH2C,MCM5,RNASEH2A,MCM2,RFC2,RPA1,PRIM1 hsa_M00414 Bloom's syndrome complex 0.00287721535578061 -5.85093234292824 5 4 0.00348128807658834 1149 7161 641,80010,116028,7156 BLM,RMI1,RMI2,TOP3A M00071 Glycosphingolipid biosynthesis, neolacto-series, LacCer => nLc4Cer 0.00287721535578061 -5.85093234292824 5 4 0.00348128807658834 1149 7161 2683,8703,8702,8704 B4GALT1,B4GALT3,B4GALT4,B4GALT2 hsa_M00071 Glycosphingolipid biosynthesis, neolacto-series, LacCer => nLc4Cer 0.00287721535578061 -5.85093234292824 5 4 0.00348128807658834 1149 7161 2683,8703,8702,8704 B4GALT1,B4GALT3,B4GALT4,B4GALT2 M00414 Bloom's syndrome complex 0.00287721535578061 -5.85093234292824 5 4 0.00348128807658834 1149 7161 641,80010,116028,7156 BLM,RMI1,RMI2,TOP3A ko00510 N-Glycan biosynthesis 0.00302169270958108 -5.80193810475545 49 16 0.0139251523063534 1149 7161 8813,11253,7841,2683,4121,10195,4122,6184,1650,3703,1603,2530,6185,8703,4249,8704 DPM1,MAN1B1,MOGS,B4GALT1,MAN1A1,ALG3,MAN2A2,RPN1,DDOST,STT3A,DAD1,FUT8,RPN2,B4GALT3,MGAT5,B4GALT2 hsa00510 N-Glycan biosynthesis 0.00302169270958108 -5.80193810475545 49 16 0.0139251523063534 1149 7161 4122,10195,6184,1650,8813,3703,1603,2530,11253,7841,2683,6185,8703,4249,8704,4121 MAN2A2,ALG3,RPN1,DDOST,DPM1,STT3A,DAD1,FUT8,MAN1B1,MOGS,B4GALT1,RPN2,B4GALT3,MGAT5,B4GALT2,MAN1A1 hsa00240 Pyrimidine metabolism 0.00306618142446168 -5.78732232726892 104 28 0.0243690165361184 1149 7161 23649,5438,7083,5436,5441,5558,5440,7371,5433,6240,84265,83549,6241,1635,51728,5430,221830,5557,5426,5439,1633,1854,115024,1503,124583,139596,84172,30834 POLA2,POLR2I,TK1,POLR2G,POLR2L,PRIM2,POLR2K,UCK2,POLR2D,RRM1,POLR3GL,UCK1,RRM2,DCTD,POLR3K,POLR2A,TWISTNB,PRIM1,POLE,POLR2J,DCK,DUT,NT5C3B,CTPS1,CANT1,UPRT,POLR1B,ZNRD1 ko00240 Pyrimidine metabolism 0.00306618142446168 -5.78732232726892 104 28 0.0243690165361184 1149 7161 23649,7083,5438,5436,5441,5558,5440,5433,7371,6240,84265,83549,6241,1635,51728,5430,221830,5557,5426,5439,115024,1854,1633,1503,124583,139596,84172,30834 POLA2,TK1,POLR2I,POLR2G,POLR2L,PRIM2,POLR2K,POLR2D,UCK2,RRM1,POLR3GL,UCK1,RRM2,DCTD,POLR3K,POLR2A,TWISTNB,PRIM1,POLE,POLR2J,NT5C3B,DUT,DCK,CTPS1,CANT1,UPRT,POLR1B,ZNRD1 M00011 Citrate cycle, second carbon oxidation, 2-oxoglutarate => oxaloacetate 0.00325639637716853 -5.72713410079163 14 7 0.00609225413402959 1149 7161 8801,6390,4190,4967,8802,6389,4191 SUCLG2,SDHB,MDH1,OGDH,SUCLG1,SDHA,MDH2 M00180 RNA polymerase II, eukaryotes 0.00325639637716853 -5.72713410079163 14 7 0.00609225413402959 1149 7161 5438,5439,5436,5441,5440,5430,5433 POLR2I,POLR2J,POLR2G,POLR2L,POLR2K,POLR2A,POLR2D hsa_M00180 RNA polymerase II, eukaryotes 0.00325639637716853 -5.72713410079163 14 7 0.00609225413402959 1149 7161 5438,5439,5436,5441,5440,5430,5433 POLR2I,POLR2J,POLR2G,POLR2L,POLR2K,POLR2A,POLR2D hsa_M00011 Citrate cycle, second carbon oxidation, 2-oxoglutarate => oxaloacetate 0.00325639637716853 -5.72713410079163 14 7 0.00609225413402959 1149 7161 8801,6390,4190,4967,8802,6389,4191 SUCLG2,SDHB,MDH1,OGDH,SUCLG1,SDHA,MDH2 hsa01522 Endocrine resistance 0.00332786539821345 -5.70542420208947 95 26 0.0226283724978242 1149 7161 4893,208,5894,1871,3845,4853,1432,5566,5605,5595,2778,1031,5925,4193,6464,115,5296,1869,1027,596,5594,1870,3265,1029,10498,113 NRAS,AKT2,RAF1,E2F3,KRAS,NOTCH2,MAPK14,PRKACA,MAP2K2,MAPK3,GNAS,CDKN2C,RB1,MDM2,SHC1,ADCY9,PIK3R2,E2F1,CDKN1B,BCL2,MAPK1,E2F2,HRAS,CDKN2A,CARM1,ADCY7 ko01522 Endocrine resistance 0.00332786539821345 -5.70542420208947 95 26 0.0226283724978242 1149 7161 4893,208,5894,1871,3845,4853,1432,5566,5605,5595,2778,1031,5925,4193,6464,115,5296,1869,1027,596,5594,1870,3265,1029,10498,113 NRAS,AKT2,RAF1,E2F3,KRAS,NOTCH2,MAPK14,PRKACA,MAP2K2,MAPK3,GNAS,CDKN2C,RB1,MDM2,SHC1,ADCY9,PIK3R2,E2F1,CDKN1B,BCL2,MAPK1,E2F2,HRAS,CDKN2A,CARM1,ADCY7 hsa05214 Glioma 0.00434091816187131 -5.43966939521021 64 19 0.0165361183637946 1149 7161 4893,5894,208,1871,3845,5605,5595,805,5925,4193,6464,5728,5296,1869,1870,5594,3265,1029,818 NRAS,RAF1,AKT2,E2F3,KRAS,MAP2K2,MAPK3,CALM2,RB1,MDM2,SHC1,PTEN,PIK3R2,E2F1,E2F2,MAPK1,HRAS,CDKN2A,CAMK2G ko05214 Glioma 0.00434091816187131 -5.43966939521021 64 19 0.0165361183637946 1149 7161 4893,5894,208,1871,3845,5605,5595,805,5925,4193,6464,5728,5296,1869,1870,5594,3265,1029,818 NRAS,RAF1,AKT2,E2F3,KRAS,MAP2K2,MAPK3,CALM2,RB1,MDM2,SHC1,PTEN,PIK3R2,E2F1,E2F2,MAPK1,HRAS,CDKN2A,CAMK2G ko00020 Citrate cycle (TCA cycle) 0.00493255389030491 -5.3118983945712 30 11 0.00957354221061793 1149 7161 6390,8802,3419,4191,47,1431,8801,4190,4967,3420,6389 SDHB,SUCLG1,IDH3A,MDH2,ACLY,CS,SUCLG2,MDH1,OGDH,IDH3B,SDHA hsa00020 Citrate cycle (TCA cycle) 0.00493255389030491 -5.3118983945712 30 11 0.00957354221061793 1149 7161 6390,8802,4191,3419,1431,47,8801,4190,4967,3420,6389 SDHB,SUCLG1,MDH2,IDH3A,CS,ACLY,SUCLG2,MDH1,OGDH,IDH3B,SDHA M00684 JAK-STAT signaling 0.0061680206098417 -5.08837730131267 19 8 0.00696257615317668 1149 7161 3716,6778,6772,122809,9306,6774,9655,30837 JAK1,STAT6,STAT1,SOCS4,SOCS6,STAT3,SOCS5,SOCS7 hsa_M00684 JAK-STAT signaling 0.0061680206098417 -5.08837730131267 19 8 0.00696257615317668 1149 7161 3716,6778,6772,122809,9306,6774,9655,30837 JAK1,STAT6,STAT1,SOCS4,SOCS6,STAT3,SOCS5,SOCS7 ko04330 Notch signaling pathway 0.00639056962662962 -5.05293187111822 48 15 0.0130548302872063 1149 7161 9612,6868,2648,51107,23220,4242,3516,1855,4853,9794,83464,5663,1856,8650,3066 NCOR2,ADAM17,KAT2A,APH1A,DTX4,MFNG,RBPJ,DVL1,NOTCH2,MAML1,APH1B,PSEN1,DVL2,NUMB,HDAC2 hsa04330 Notch signaling pathway 0.00639056962662962 -5.05293187111822 48 15 0.0130548302872063 1149 7161 9612,6868,2648,51107,23220,4242,3516,1855,4853,9794,83464,5663,1856,8650,3066 NCOR2,ADAM17,KAT2A,APH1A,DTX4,MFNG,RBPJ,DVL1,NOTCH2,MAML1,APH1B,PSEN1,DVL2,NUMB,HDAC2 ko04966 Collecting duct acid secretion 0.00668534879022257 -5.00783689473731 27 10 0.00870322019147084 1149 7161 10723,51382,535,23545,527,528,526,8992,9114,9550 SLC12A7,ATP6V1D,ATP6V0A1,ATP6V0A2,ATP6V0C,ATP6V1C1,ATP6V1B2,ATP6V0E1,ATP6V0D1,ATP6V1G1 hsa04966 Collecting duct acid secretion 0.00668534879022257 -5.00783689473731 27 10 0.00870322019147084 1149 7161 10723,51382,535,23545,527,528,526,8992,9114,9550 SLC12A7,ATP6V1D,ATP6V0A1,ATP6V0A2,ATP6V0C,ATP6V1C1,ATP6V1B2,ATP6V0E1,ATP6V0D1,ATP6V1G1 hsa05100 Bacterial invasion of epithelial cells 0.00700484371928635 -4.96115340932264 76 21 0.0182767624020888 1149 7161 10163,391,387,10801,5879,23176,10552,10459,1399,7454,1731,6464,998,10092,9844,5296,1785,3688,55752,60,1212 WASF2,RHOG,RHOA,SEPT9,RAC1,SEPT8,ARPC1A,MAD2L2,CRKL,WAS,SEPT1,SHC1,CDC42,ARPC5,ELMO1,PIK3R2,DNM2,ITGB1,SEPT11,ACTB,CLTB ko05100 Bacterial invasion of epithelial cells 0.00700484371928635 -4.96115340932264 76 21 0.0182767624020888 1149 7161 10163,391,387,10801,5879,23176,10552,10459,1399,7454,1731,6464,998,10092,9844,5296,1785,3688,55752,60,1212 WASF2,RHOG,RHOA,SEPT9,RAC1,SEPT8,ARPC1A,MAD2L2,CRKL,WAS,SEPT1,SHC1,CDC42,ARPC5,ELMO1,PIK3R2,DNM2,ITGB1,SEPT11,ACTB,CLTB hsa_M00424 Shelterin complex 0.00753354319894659 -4.8883898034928 6 4 0.00348128807658834 1149 7161 54386,7013,25913,7014 TERF2IP,TERF1,POT1,TERF2 M00424 Shelterin complex 0.00753354319894659 -4.8883898034928 6 4 0.00348128807658834 1149 7161 54386,7013,25913,7014 TERF2IP,TERF1,POT1,TERF2 hsa05120 Epithelial cell signaling in Helicobacter pylori infection 0.00885142169615439 -4.72717718923084 68 19 0.0165361183637946 1149 7161 6868,102,5879,535,526,4067,1432,533,51382,998,1445,5781,23545,527,528,9020,8992,9114,9550 ADAM17,ADAM10,RAC1,ATP6V0A1,ATP6V1B2,LYN,MAPK14,ATP6V0B,ATP6V1D,CDC42,CSK,PTPN11,ATP6V0A2,ATP6V0C,ATP6V1C1,MAP3K14,ATP6V0E1,ATP6V0D1,ATP6V1G1 ko05120 Epithelial cell signaling in Helicobacter pylori infection 0.00885142169615439 -4.72717718923084 68 19 0.0165361183637946 1149 7161 6868,102,5879,535,526,4067,1432,533,51382,998,1445,5781,23545,527,528,9020,8992,9114,9550 ADAM17,ADAM10,RAC1,ATP6V0A1,ATP6V1B2,LYN,MAPK14,ATP6V0B,ATP6V1D,CDC42,CSK,PTPN11,ATP6V0A2,ATP6V0C,ATP6V1C1,MAP3K14,ATP6V0E1,ATP6V0D1,ATP6V1G1 hsa_M00352 Spliceosome, U2-snRNP 0.0088583025646976 -4.72640011683964 20 8 0.00696257615317668 1149 7161 6637,6634,23451,8175,6628,51639,11325,10992 SNRPG,SNRPD3,SF3B1,SF3A2,SNRPB,SF3B6,DDX42,SF3B2 M00352 Spliceosome, U2-snRNP 0.0088583025646976 -4.72640011683964 20 8 0.00696257615317668 1149 7161 6637,6634,23451,8175,6628,51639,11325,10992 SNRPG,SNRPD3,SF3B1,SF3A2,SNRPB,SF3B6,DDX42,SF3B2 hsa04068 FoxO signaling pathway 0.00907280527225362 -4.70247377135786 132 32 0.0278503046127067 1149 7161 5170,1263,7040,7874,5347,5564,4893,208,5894,5562,10912,3845,891,1432,2309,5605,5595,847,9456,4193,4087,5728,4616,5296,1027,6794,1017,9133,5594,6774,3265,4089 PDPK1,PLK3,TGFB1,USP7,PLK1,PRKAB1,NRAS,AKT2,RAF1,PRKAA1,GADD45G,KRAS,CCNB1,MAPK14,FOXO3,MAP2K2,MAPK3,CAT,HOMER1,MDM2,SMAD2,PTEN,GADD45B,PIK3R2,CDKN1B,STK11,CDK2,CCNB2,MAPK1,STAT3,HRAS,SMAD4 ko04370 VEGF signaling pathway 0.00936119240713183 -4.67118260268221 59 17 0.0147954743255004 1149 7161 5530,4893,7867,5894,208,5879,4773,3845,5532,1432,5605,5595,998,5296,5534,5594,3265 PPP3CA,NRAS,MAPKAPK3,RAF1,AKT2,RAC1,NFATC2,KRAS,PPP3CB,MAPK14,MAP2K2,MAPK3,CDC42,PIK3R2,PPP3R1,MAPK1,HRAS hsa00310 Lysine degradation 0.00936119240713183 -4.67118260268221 59 17 0.0147954743255004 1149 7161 55870,55904,79813,54904,4967,2145,58508,84444,79723,84787,84193,387893,79823,9757,38,8985,223 ASH1L,KMT2E,EHMT1,NSD3,OGDH,EZH1,KMT2C,DOT1L,SUV39H2,KMT5C,SETD3,KMT5A,CAMKMT,KMT2B,ACAT1,PLOD3,ALDH9A1 ko00310 Lysine degradation 0.00936119240713183 -4.67118260268221 59 17 0.0147954743255004 1149 7161 55870,55904,79813,54904,4967,2145,58508,84444,84787,79723,84193,387893,79823,9757,38,8985,223 ASH1L,KMT2E,EHMT1,NSD3,OGDH,EZH1,KMT2C,DOT1L,KMT5C,SUV39H2,SETD3,KMT5A,CAMKMT,KMT2B,ACAT1,PLOD3,ALDH9A1 hsa04370 VEGF signaling pathway 0.00936119240713183 -4.67118260268221 59 17 0.0147954743255004 1149 7161 5530,4893,7867,5894,208,5879,4773,3845,5532,1432,5605,5595,998,5296,5534,5594,3265 PPP3CA,NRAS,MAPKAPK3,RAF1,AKT2,RAC1,NFATC2,KRAS,PPP3CB,MAPK14,MAP2K2,MAPK3,CDC42,PIK3R2,PPP3R1,MAPK1,HRAS hsa03440 Homologous recombination 0.00945874129928398 -4.66081595981493 41 13 0.0113141862489121 1149 7161 6118,5889,9577,79728,7516,29086,7156,7517,672,641,5892,25788,6117 RPA2,RAD51C,BABAM2,PALB2,XRCC2,BABAM1,TOP3A,XRCC3,BRCA1,BLM,RAD51D,RAD54B,RPA1 ko03440 Homologous recombination 0.00945874129928398 -4.66081595981493 41 13 0.0113141862489121 1149 7161 6118,5889,9577,79728,29086,7516,7156,7517,672,641,5892,6117,25788 RPA2,RAD51C,BABAM2,PALB2,BABAM1,XRCC2,TOP3A,XRCC3,BRCA1,BLM,RAD51D,RPA1,RAD54B hsa05213 Endometrial cancer 0.00962583835202776 -4.64330430109203 50 15 0.0130548302872063 1149 7161 5170,4893,5728,5894,8312,208,5296,8313,3845,2002,5594,3265,5605,2309,5595 PDPK1,NRAS,PTEN,RAF1,AXIN1,AKT2,PIK3R2,AXIN2,KRAS,ELK1,MAPK1,HRAS,MAP2K2,FOXO3,MAPK3 ko05213 Endometrial cancer 0.00962583835202776 -4.64330430109203 50 15 0.0130548302872063 1149 7161 5170,4893,5728,5894,8312,208,5296,8313,3845,2002,5594,3265,5605,2309,5595 PDPK1,NRAS,PTEN,RAF1,AXIN1,AKT2,PIK3R2,AXIN2,KRAS,ELK1,MAPK1,HRAS,MAP2K2,FOXO3,MAPK3 ko04137 Mitophagy - animal 0.00994326807676698 -4.61085953199122 64 18 0.0156657963446475 1149 7161 4893,79065,7879,1457,3845,598,55288,8678,89941,2309,9927,7942,10133,79735,7030,1869,10370,3265 NRAS,ATG9A,RAB7A,CSNK2A1,KRAS,BCL2L1,RHOT1,BECN1,RHOT2,FOXO3,MFN2,TFEB,OPTN,TBC1D17,TFE3,E2F1,CITED2,HRAS hsa04137 Mitophagy - animal 0.00994326807676698 -4.61085953199122 64 18 0.0156657963446475 1149 7161 4893,79065,7879,1457,3845,598,55288,8678,89941,2309,9927,7942,10133,79735,7030,1869,10370,3265 NRAS,ATG9A,RAB7A,CSNK2A1,KRAS,BCL2L1,RHOT1,BECN1,RHOT2,FOXO3,MFN2,TFEB,OPTN,TBC1D17,TFE3,E2F1,CITED2,HRAS hsa_M00692 Cell cycle - G1/S transition 0.010447208655137 -4.56142045059366 13 6 0.00522193211488251 1149 7161 5925,1017,1870,5933,1869,1871 RB1,CDK2,E2F2,RBL1,E2F1,E2F3 M00692 Cell cycle - G1/S transition 0.010447208655137 -4.56142045059366 13 6 0.00522193211488251 1149 7161 5925,1017,1870,5933,1869,1871 RB1,CDK2,E2F2,RBL1,E2F1,E2F3 ko04215 Apoptosis - multiple species 0.0110416847722781 -4.50607764359172 33 11 0.00957354221061793 1149 7161 578,330,332,331,596,54205,598,8678,329,27429,8772 BAK1,BIRC3,BIRC5,XIAP,BCL2,CYCS,BCL2L1,BECN1,BIRC2,HTRA2,FADD hsa04215 Apoptosis - multiple species 0.0110416847722781 -4.50607764359172 33 11 0.00957354221061793 1149 7161 578,330,332,331,596,54205,598,8678,329,27429,8772 BAK1,BIRC3,BIRC5,XIAP,BCL2,CYCS,BCL2L1,BECN1,BIRC2,HTRA2,FADD hsa04211 Longevity regulating pathway 0.0115742413219164 -4.45897322570084 89 23 0.0200174064403829 1149 7161 5564,4893,7249,9821,208,5562,79813,3845,84335,5566,2309,26060,6009,847,7248,115,5296,6794,9776,1385,1386,3265,113 PRKAB1,NRAS,TSC2,RB1CC1,AKT2,PRKAA1,EHMT1,KRAS,AKT1S1,PRKACA,FOXO3,APPL1,RHEB,CAT,TSC1,ADCY9,PIK3R2,STK11,ATG13,CREB1,ATF2,HRAS,ADCY7 hsa04662 B cell receptor signaling pathway 0.0122226080951819 -4.40446791960033 70 19 0.0165361183637946 1149 7161 5530,4893,5894,208,5879,7410,4773,3845,5532,4067,5605,5595,7409,4775,5296,5534,5594,975,3265 PPP3CA,NRAS,RAF1,AKT2,RAC1,VAV2,NFATC2,KRAS,PPP3CB,LYN,MAP2K2,MAPK3,VAV1,NFATC3,PIK3R2,PPP3R1,MAPK1,CD81,HRAS ko04662 B cell receptor signaling pathway 0.0122226080951819 -4.40446791960033 70 19 0.0165361183637946 1149 7161 5530,4893,5894,208,5879,7410,4773,3845,5532,4067,5605,5595,7409,4775,5296,5534,5594,975,3265 PPP3CA,NRAS,RAF1,AKT2,RAC1,VAV2,NFATC2,KRAS,PPP3CB,LYN,MAP2K2,MAPK3,VAV1,NFATC3,PIK3R2,PPP3R1,MAPK1,CD81,HRAS hsa_M00351 Spliceosome, U1-snRNP 0.0131049235237898 -4.33476727787508 10 5 0.00435161009573542 1149 7161 6637,6634,6625,6628,6626 SNRPG,SNRPD3,SNRNP70,SNRPB,SNRPA M00351 Spliceosome, U1-snRNP 0.0131049235237898 -4.33476727787508 10 5 0.00435161009573542 1149 7161 6637,6634,6625,6628,6626 SNRPG,SNRPD3,SNRNP70,SNRPB,SNRPA M00401 Sec61 complex 0.0145074708686764 -4.2330915299197 4 3 0.00261096605744125 1149 7161 10952,29927,23480 SEC61B,SEC61A1,SEC61G M00261 DNA polymerase alpha / primase complex 0.0145074708686764 -4.2330915299197 4 3 0.00261096605744125 1149 7161 23649,5558,5557 POLA2,PRIM2,PRIM1 hsa_M00261 DNA polymerase alpha / primase complex 0.0145074708686764 -4.2330915299197 4 3 0.00261096605744125 1149 7161 23649,5558,5557 POLA2,PRIM2,PRIM1 hsa_M00401 Sec61 complex 0.0145074708686764 -4.2330915299197 4 3 0.00261096605744125 1149 7161 10952,29927,23480 SEC61B,SEC61A1,SEC61G M00389 APC/C complex 0.0158403178635263 -4.14519682565539 14 6 0.00522193211488251 1149 7161 29882,51434,8881,8697,996,29945 ANAPC2,ANAPC7,CDC16,CDC23,CDC27,ANAPC4 ko00533 Glycosaminoglycan biosynthesis - keratan sulfate 0.0158403178635263 -4.14519682565539 14 6 0.00522193211488251 1149 7161 2683,6483,8703,8702,2530,8704 B4GALT1,ST3GAL2,B4GALT3,B4GALT4,FUT8,B4GALT2 hsa_M00389 APC/C complex 0.0158403178635263 -4.14519682565539 14 6 0.00522193211488251 1149 7161 29882,51434,8881,8697,996,29945 ANAPC2,ANAPC7,CDC16,CDC23,CDC27,ANAPC4 hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 0.0158403178635263 -4.14519682565539 14 6 0.00522193211488251 1149 7161 2683,6483,8702,8703,2530,8704 B4GALT1,ST3GAL2,B4GALT4,B4GALT3,FUT8,B4GALT2 ko00514 Other types of O-glycan biosynthesis 0.0167186476714157 -4.09123055549281 22 8 0.00696257615317668 1149 7161 283464,4242,8473,2683,8703,8985,23509,8704 GXYLT1,MFNG,OGT,B4GALT1,B4GALT3,PLOD3,POFUT1,B4GALT2 hsa00514 Other types of O-glycan biosynthesis 0.0167186476714157 -4.09123055549281 22 8 0.00696257615317668 1149 7161 283464,4242,8473,2683,8703,8985,23509,8704 GXYLT1,MFNG,OGT,B4GALT1,B4GALT3,PLOD3,POFUT1,B4GALT2 hsa05203 Viral carcinogenesis 0.0167779801519184 -4.0876879575413 201 44 0.0382941688424717 1149 7161 7874,3133,5879,3661,27044,5566,4067,3105,5925,4193,890,6672,998,51564,3572,5296,1027,1385,1386,6774,2966,9114,578,4893,387,2648,3845,5315,5595,3106,3716,5933,9519,7534,3516,1017,7533,5594,7188,5700,3265,1642,1029,3066 USP7,HLA-E,RAC1,IRF3,SND1,PRKACA,LYN,HLA-A,RB1,MDM2,CCNA2,SP100,CDC42,HDAC7,IL6ST,PIK3R2,CDKN1B,CREB1,ATF2,STAT3,GTF2H2,ATP6V0D1,BAK1,NRAS,RHOA,KAT2A,KRAS,PKM,MAPK3,HLA-B,JAK1,RBL1,TBPL1,YWHAZ,RBPJ,CDK2,YWHAH,MAPK1,TRAF5,PSMC1,HRAS,DDB1,CDKN2A,HDAC2 ko05203 Viral carcinogenesis 0.0167779801519184 -4.0876879575413 201 44 0.0382941688424717 1149 7161 7874,3133,5879,3661,27044,5566,4067,3105,5925,4193,890,6672,998,51564,3572,5296,1027,1385,1386,6774,2966,9114,578,4893,387,2648,3845,5315,5595,3106,3716,5933,9519,7534,3516,1017,7533,5594,7188,5700,3265,1642,1029,3066 USP7,HLA-E,RAC1,IRF3,SND1,PRKACA,LYN,HLA-A,RB1,MDM2,CCNA2,SP100,CDC42,HDAC7,IL6ST,PIK3R2,CDKN1B,CREB1,ATF2,STAT3,GTF2H2,ATP6V0D1,BAK1,NRAS,RHOA,KAT2A,KRAS,PKM,MAPK3,HLA-B,JAK1,RBL1,TBPL1,YWHAZ,RBPJ,CDK2,YWHAH,MAPK1,TRAF5,PSMC1,HRAS,DDB1,CDKN2A,HDAC2 M00430 Exon junction complex (EJC) 0.0167942499700606 -4.08671871484537 18 7 0.00609225413402959 1149 7161 26019,5976,29107,9775,9939,10921,55916 UPF2,UPF1,NXT1,EIF4A3,RBM8A,RNPS1,NXT2 hsa_M00430 Exon junction complex (EJC) 0.0167942499700606 -4.08671871484537 18 7 0.00609225413402959 1149 7161 26019,5976,29107,9775,9939,10921,55916 UPF2,UPF1,NXT1,EIF4A3,RBM8A,RNPS1,NXT2 ko04962 Vasopressin-regulated water reabsorption 0.0175446585487663 -4.04300573159166 44 13 0.0113141862489121 1149 7161 2778,4905,9230,8655,10540,115,397,1385,5566,5869,8766,1783,1639 GNAS,NSF,RAB11B,DYNLL1,DCTN2,ADCY9,ARHGDIB,CREB1,PRKACA,RAB5B,RAB11A,DYNC1LI2,DCTN1 hsa04962 Vasopressin-regulated water reabsorption 0.0175446585487663 -4.04300573159166 44 13 0.0113141862489121 1149 7161 2778,4905,9230,8655,10540,115,397,1385,5566,5869,8766,1783,1639 GNAS,NSF,RAB11B,DYNLL1,DCTN2,ADCY9,ARHGDIB,CREB1,PRKACA,RAB5B,RAB11A,DYNC1LI2,DCTN1 hsa04710 Circadian rhythm 0.0191864088443115 -3.95355312330068 31 10 0.00870322019147084 1149 7161 6096,5564,9978,406,5562,8454,1408,26224,1385,1453 RORB,PRKAB1,RBX1,ARNTL,PRKAA1,CUL1,CRY2,FBXL3,CREB1,CSNK1D ko04710 Circadian rhythm 0.0191864088443115 -3.95355312330068 31 10 0.00870322019147084 1149 7161 6096,5564,9978,406,5562,8454,1408,26224,1385,1453 RORB,PRKAB1,RBX1,ARNTL,PRKAA1,CUL1,CRY2,FBXL3,CREB1,CSNK1D ko04216 Ferroptosis 0.0195525896686456 -3.93464753745398 40 12 0.010443864229765 1149 7161 51703,2512,2730,2181,7417,5093,81631,112483,5094,7037,2879,5621 ACSL5,FTL,GCLM,ACSL3,VDAC2,PCBP1,MAP1LC3B,SAT2,PCBP2,TFRC,GPX4,PRNP hsa04216 Ferroptosis 0.0195525896686456 -3.93464753745398 40 12 0.010443864229765 1149 7161 51703,2512,2730,2181,7417,5093,81631,112483,5094,7037,2879,5621 ACSL5,FTL,GCLM,ACSL3,VDAC2,PCBP1,MAP1LC3B,SAT2,PCBP2,TFRC,GPX4,PRNP ko04722 Neurotrophin signaling pathway 0.0207352573987305 -3.87591977162897 119 28 0.0243690165361184 1149 7161 5170,387,4893,5894,6195,208,5879,9500,3845,397,1432,5663,2309,5605,5595,805,1399,5906,998,6464,5296,11108,5781,596,4217,5594,3265,818 PDPK1,RHOA,NRAS,RAF1,RPS6KA1,AKT2,RAC1,MAGED1,KRAS,ARHGDIB,MAPK14,PSEN1,FOXO3,MAP2K2,MAPK3,CALM2,CRKL,RAP1A,CDC42,SHC1,PIK3R2,PRDM4,PTPN11,BCL2,MAP3K5,MAPK1,HRAS,CAMK2G hsa04722 Neurotrophin signaling pathway 0.0207352573987305 -3.87591977162897 119 28 0.0243690165361184 1149 7161 5170,387,4893,5894,6195,208,5879,9500,3845,397,1432,5663,2309,5605,5595,805,1399,5906,998,6464,5296,11108,5781,596,4217,5594,3265,818 PDPK1,RHOA,NRAS,RAF1,RPS6KA1,AKT2,RAC1,MAGED1,KRAS,ARHGDIB,MAPK14,PSEN1,FOXO3,MAP2K2,MAPK3,CALM2,CRKL,RAP1A,CDC42,SHC1,PIK3R2,PRDM4,PTPN11,BCL2,MAP3K5,MAPK1,HRAS,CAMK2G hsa_M00034 Methionine salvage pathway 0.0208976867542958 -3.86811680774968 11 5 0.00435161009573542 1149 7161 27430,6723,84245,262,4144 MAT2B,SRM,MRI1,AMD1,MAT2A M00034 Methionine salvage pathway 0.0208976867542958 -3.86811680774968 11 5 0.00435161009573542 1149 7161 27430,6723,84245,262,4144 MAT2B,SRM,MRI1,AMD1,MAT2A hsa03050 Proteasome 0.021156476676818 -3.85580919451314 45 13 0.0113141862489121 1149 7161 5708,5687,5707,143471,5709,5714,5695,5682,51371,5698,5700,5691,5704 PSMD2,PSMA6,PSMD1,PSMA8,PSMD3,PSMD8,PSMB7,PSMA1,POMP,PSMB9,PSMC1,PSMB3,PSMC4 ko03050 Proteasome 0.021156476676818 -3.85580919451314 45 13 0.0113141862489121 1149 7161 5708,5687,5707,143471,5709,5714,5695,5682,51371,5698,5700,5691,5704 PSMD2,PSMA6,PSMD1,PSMA8,PSMD3,PSMD8,PSMB7,PSMA1,POMP,PSMB9,PSMC1,PSMB3,PSMC4 hsa04115 p53 signaling pathway 0.0216776079223356 -3.83147544418375 69 18 0.0156657963446475 1149 7161 7249,10912,6241,92344,54205,891,355,4193,6477,5728,4616,9538,51512,11200,1017,9133,64393,1029 TSC2,GADD45G,RRM2,GORAB,CYCS,CCNB1,FAS,MDM2,SIAH1,PTEN,GADD45B,EI24,GTSE1,CHEK2,CDK2,CCNB2,ZMAT3,CDKN2A ko04115 p53 signaling pathway 0.0216776079223356 -3.83147544418375 69 18 0.0156657963446475 1149 7161 7249,10912,6241,92344,54205,891,355,4193,6477,5728,4616,9538,51512,11200,1017,9133,64393,1029 TSC2,GADD45G,RRM2,GORAB,CYCS,CCNB1,FAS,MDM2,SIAH1,PTEN,GADD45B,EI24,GTSE1,CHEK2,CDK2,CCNB2,ZMAT3,CDKN2A ko03430 Mismatch repair 0.0221193354359614 -3.81130314636153 23 8 0.00696257615317668 1149 7161 6118,5983,5111,5395,4436,5982,2956,6117 RPA2,RFC3,PCNA,PMS2,MSH2,RFC2,MSH6,RPA1 hsa03430 Mismatch repair 0.0221193354359614 -3.81130314636153 23 8 0.00696257615317668 1149 7161 6118,5111,5983,5395,4436,5982,2956,6117 RPA2,PCNA,RFC3,PMS2,MSH2,RFC2,MSH6,RPA1 hsa_M00146 NADH dehydrogenase (ubiquinone) 1 alpha subcomplex 0.0228879242815817 -3.77714583145451 15 6 0.00522193211488251 1149 7161 4697,4698,4701,4695,4696,126328 NDUFA4,NDUFA5,NDUFA7,NDUFA2,NDUFA3,NDUFA11 M00146 NADH dehydrogenase (ubiquinone) 1 alpha subcomplex 0.0228879242815817 -3.77714583145451 15 6 0.00522193211488251 1149 7161 4697,4698,4701,4695,4696,126328 NDUFA4,NDUFA5,NDUFA7,NDUFA2,NDUFA3,NDUFA11 ko04136 Autophagy - other 0.0240093790168897 -3.72931073260324 32 10 0.00870322019147084 1149 7161 5515,79065,64422,55102,9776,26100,8678,3476,115201,64223 PPP2CA,ATG9A,ATG3,ATG2B,ATG13,WIPI2,BECN1,IGBP1,ATG4A,MLST8 hsa04136 Autophagy - other 0.0240093790168897 -3.72931073260324 32 10 0.00870322019147084 1149 7161 5515,79065,64422,55102,9776,26100,8678,3476,115201,64223 PPP2CA,ATG9A,ATG3,ATG2B,ATG13,WIPI2,BECN1,IGBP1,ATG4A,MLST8 ko04145 Phagosome 0.0243344187352878 -3.71586352193688 152 34 0.0295909486510009 1149 7161 23480,3133,5879,6890,526,3693,7037,3105,533,1520,23545,6891,11151,200576,9114,9550,10952,7879,535,5869,1514,3106,51382,9146,29927,53407,3688,527,60,949,528,8992,203068,1783 SEC61G,HLA-E,RAC1,TAP1,ATP6V1B2,ITGB5,TFRC,HLA-A,ATP6V0B,CTSS,ATP6V0A2,TAP2,CORO1A,PIKFYVE,ATP6V0D1,ATP6V1G1,SEC61B,RAB7A,ATP6V0A1,RAB5B,CTSL,HLA-B,ATP6V1D,HGS,SEC61A1,STX18,ITGB1,ATP6V0C,ACTB,SCARB1,ATP6V1C1,ATP6V0E1,TUBB,DYNC1LI2 hsa04145 Phagosome 0.0243344187352878 -3.71586352193688 152 34 0.0295909486510009 1149 7161 23480,3133,5879,6890,526,3693,7037,3105,533,1520,23545,6891,11151,200576,9114,9550,10952,7879,535,5869,1514,3106,51382,9146,29927,53407,3688,527,60,949,528,8992,203068,1783 SEC61G,HLA-E,RAC1,TAP1,ATP6V1B2,ITGB5,TFRC,HLA-A,ATP6V0B,CTSS,ATP6V0A2,TAP2,CORO1A,PIKFYVE,ATP6V0D1,ATP6V1G1,SEC61B,RAB7A,ATP6V0A1,RAB5B,CTSL,HLA-B,ATP6V1D,HGS,SEC61A1,STX18,ITGB1,ATP6V0C,ACTB,SCARB1,ATP6V1C1,ATP6V0E1,TUBB,DYNC1LI2 ko05230 Central carbon metabolism in cancer 0.0246172459297088 -3.70430802761422 65 17 0.0147954743255004 1149 7161 2261,4893,57103,5728,208,5894,5296,6513,3939,3845,5315,5223,5594,5605,3265,5214,5595 FGFR3,NRAS,TIGAR,PTEN,AKT2,RAF1,PIK3R2,SLC2A1,LDHA,KRAS,PKM,PGAM1,MAPK1,MAP2K2,HRAS,PFKP,MAPK3 hsa05230 Central carbon metabolism in cancer 0.0246172459297088 -3.70430802761422 65 17 0.0147954743255004 1149 7161 2261,4893,57103,5728,208,5894,5296,6513,3939,3845,5315,5223,5594,5605,3265,5214,5595 FGFR3,NRAS,TIGAR,PTEN,AKT2,RAF1,PIK3R2,SLC2A1,LDHA,KRAS,PKM,PGAM1,MAPK1,MAP2K2,HRAS,PFKP,MAPK3 hsa04917 Prolactin signaling pathway 0.0249504924776288 -3.6908617183971 70 18 0.0156657963446475 1149 7161 4893,208,5894,3845,1432,2309,5605,5595,30837,6464,5296,9306,122809,6772,6774,5594,3265,9655 NRAS,AKT2,RAF1,KRAS,MAPK14,FOXO3,MAP2K2,MAPK3,SOCS7,SHC1,PIK3R2,SOCS6,SOCS4,STAT1,STAT3,MAPK1,HRAS,SOCS5 ko04917 Prolactin signaling pathway 0.0249504924776288 -3.6908617183971 70 18 0.0156657963446475 1149 7161 4893,208,5894,3845,1432,2309,5605,5595,30837,6464,5296,9306,122809,6772,6774,5594,3265,9655 NRAS,AKT2,RAF1,KRAS,MAPK14,FOXO3,MAP2K2,MAPK3,SOCS7,SHC1,PIK3R2,SOCS6,SOCS4,STAT1,STAT3,MAPK1,HRAS,SOCS5 hsa04919 Thyroid hormone signaling pathway 0.0260734732955545 -3.64683683031551 116 27 0.0234986945169713 1149 7161 5170,4893,2648,7249,208,5894,6513,23389,3845,4853,5566,5605,6009,5595,6257,476,4193,488,5296,6772,60,8648,5594,3265,10499,3066,5214 PDPK1,NRAS,KAT2A,TSC2,AKT2,RAF1,SLC2A1,MED13L,KRAS,NOTCH2,PRKACA,MAP2K2,RHEB,MAPK3,RXRB,ATP1A1,MDM2,ATP2A2,PIK3R2,STAT1,ACTB,NCOA1,MAPK1,HRAS,NCOA2,HDAC2,PFKP ko05168 Herpes simplex infection 0.0263663322847225 -3.63566737495241 185 40 0.0348128807658834 1149 7161 23586,7874,3133,6431,6890,1457,8454,54205,3661,10629,440275,3105,112950,6672,6429,5781,6891,27097,57506,1936,3150,27102,6430,5430,8772,6426,355,3106,3716,23118,406,6772,5371,9519,148022,6428,6041,6878,7188,1017 DDX58,USP7,HLA-E,SRSF6,TAP1,CSNK2A1,CUL1,CYCS,IRF3,TAF6L,EIF2AK4,HLA-A,MED8,SP100,SRSF4,PTPN11,TAP2,TAF5L,MAVS,EEF1D,HMGN1,EIF2AK1,SRSF5,POLR2A,FADD,SRSF1,FAS,HLA-B,JAK1,TAB2,ARNTL,STAT1,PML,TBPL1,TICAM1,SRSF3,RNASEL,TAF6,TRAF5,CDK2 hsa05168 Herpes simplex infection 0.0263663322847225 -3.63566737495241 185 40 0.0348128807658834 1149 7161 23586,7874,3133,6431,6890,1457,8454,54205,3661,10629,440275,3105,112950,6672,6429,5781,6891,27097,57506,1936,3150,27102,6430,5430,8772,6426,355,3106,3716,23118,406,6772,5371,9519,148022,6428,6041,6878,7188,1017 DDX58,USP7,HLA-E,SRSF6,TAP1,CSNK2A1,CUL1,CYCS,IRF3,TAF6L,EIF2AK4,HLA-A,MED8,SP100,SRSF4,PTPN11,TAP2,TAF5L,MAVS,EEF1D,HMGN1,EIF2AK1,SRSF5,POLR2A,FADD,SRSF1,FAS,HLA-B,JAK1,TAB2,ARNTL,STAT1,PML,TBPL1,TICAM1,SRSF3,RNASEL,TAF6,TRAF5,CDK2 hsa_M00687 MAPK (ERK1/2) signaling 0.0268541093880515 -3.61733641990387 8 4 0.00348128807658834 1149 7161 5594,5894,5605,5595 MAPK1,RAF1,MAP2K2,MAPK3 M00687 MAPK (ERK1/2) signaling 0.0268541093880515 -3.61733641990387 8 4 0.00348128807658834 1149 7161 5594,5894,5605,5595 MAPK1,RAF1,MAP2K2,MAPK3 hsa04340 Hedgehog signaling pathway 0.0300011005617475 -3.50652121260129 47 13 0.0113141862489121 1149 7161 1455,156,53944,8452,8454,596,1452,57154,409,5566,1453,1456,132884 CSNK1G2,GRK2,CSNK1G1,CUL3,CUL1,BCL2,CSNK1A1,SMURF1,ARRB2,PRKACA,CSNK1D,CSNK1G3,EVC2 ko04340 Hedgehog signaling pathway 0.0300011005617475 -3.50652121260129 47 13 0.0113141862489121 1149 7161 1455,156,53944,8452,8454,596,1452,57154,409,5566,1453,1456,132884 CSNK1G2,GRK2,CSNK1G1,CUL3,CUL1,BCL2,CSNK1A1,SMURF1,ARRB2,PRKACA,CSNK1D,CSNK1G3,EVC2 hsa03420 Nucleotide excision repair 0.0300011005617475 -3.50652121260129 47 13 0.0113141862489121 1149 7161 6118,2067,5111,5983,5426,9978,7507,5887,5982,2966,1642,5886,6117 RPA2,ERCC1,PCNA,RFC3,POLE,RBX1,XPA,RAD23B,RFC2,GTF2H2,DDB1,RAD23A,RPA1 ko03420 Nucleotide excision repair 0.0300011005617475 -3.50652121260129 47 13 0.0113141862489121 1149 7161 6118,2067,5983,5111,5426,9978,7507,5887,2966,5982,1642,6117,5886 RPA2,ERCC1,RFC3,PCNA,POLE,RBX1,XPA,RAD23B,GTF2H2,RFC2,DDB1,RPA1,RAD23A hsa_M00182 RNA polymerase I, eukaryotes 0.0311841342187238 -3.4678458321368 12 5 0.00435161009573542 1149 7161 84172,5441,5440,30834,221830 POLR1B,POLR2L,POLR2K,ZNRD1,TWISTNB M00412 ESCRT-III complex 0.0311841342187238 -3.4678458321368 12 5 0.00435161009573542 1149 7161 27243,128866,29082,25978,91782 CHMP2A,CHMP4B,CHMP4A,CHMP2B,CHMP7 M00182 RNA polymerase I, eukaryotes 0.0311841342187238 -3.4678458321368 12 5 0.00435161009573542 1149 7161 84172,5441,5440,30834,221830 POLR1B,POLR2L,POLR2K,ZNRD1,TWISTNB hsa_M00412 ESCRT-III complex 0.0311841342187238 -3.4678458321368 12 5 0.00435161009573542 1149 7161 27243,128866,29082,25978,91782 CHMP2A,CHMP4B,CHMP4A,CHMP2B,CHMP7 M00682 Notch signaling 0.0317684409328962 -3.44928190546809 16 6 0.00522193211488251 1149 7161 6868,4853,3516,5663,51107,83464 ADAM17,NOTCH2,RBPJ,PSEN1,APH1A,APH1B M00075 N-glycan biosynthesis, complex type 0.0317684409328962 -3.44928190546809 16 6 0.00522193211488251 1149 7161 4122,2683,8703,4249,2530,8704 MAN2A2,B4GALT1,B4GALT3,MGAT5,FUT8,B4GALT2 hsa_M00075 N-glycan biosynthesis, complex type 0.0317684409328962 -3.44928190546809 16 6 0.00522193211488251 1149 7161 4122,2683,8703,4249,2530,8704 MAN2A2,B4GALT1,B4GALT3,MGAT5,FUT8,B4GALT2 hsa_M00682 Notch signaling 0.0317684409328962 -3.44928190546809 16 6 0.00522193211488251 1149 7161 6868,4853,3516,5663,51107,83464 ADAM17,NOTCH2,RBPJ,PSEN1,APH1A,APH1B M00079 Keratan sulfate degradation 0.0319528541384266 -3.44349377074225 5 3 0.00261096605744125 1149 7161 2799,3073,3074 GNS,HEXA,HEXB hsa_M00079 Keratan sulfate degradation 0.0319528541384266 -3.44349377074225 5 3 0.00261096605744125 1149 7161 2799,3073,3074 GNS,HEXA,HEXB ko03018 RNA degradation 0.0325139671862558 -3.42608552238954 77 19 0.0165361183637946 1149 7161 118460,7832,51691,5393,5073,219988,8761,4849,80153,9125,23016,11157,51013,55802,57472,246175,26986,10140,5214 EXOSC6,BTG2,LSM8,EXOSC9,PARN,PATL1,PABPC4,CNOT3,EDC3,CNOT9,EXOSC7,LSM6,EXOSC1,DCP1A,CNOT6,CNOT6L,PABPC1,TOB1,PFKP hsa03018 RNA degradation 0.0325139671862558 -3.42608552238954 77 19 0.0165361183637946 1149 7161 118460,7832,51691,5393,5073,219988,8761,4849,80153,9125,23016,11157,51013,55802,57472,246175,26986,10140,5214 EXOSC6,BTG2,LSM8,EXOSC9,PARN,PATL1,PABPC4,CNOT3,EDC3,CNOT9,EXOSC7,LSM6,EXOSC1,DCP1A,CNOT6,CNOT6L,PABPC1,TOB1,PFKP ko05216 Thyroid cancer 0.0329494172640095 -3.41278170365254 29 9 0.00783289817232376 1149 7161 4893,8030,3845,10342,5594,3265,5605,6257,5595 NRAS,CCDC6,KRAS,TFG,MAPK1,HRAS,MAP2K2,RXRB,MAPK3 hsa05216 Thyroid cancer 0.0329494172640095 -3.41278170365254 29 9 0.00783289817232376 1149 7161 4893,8030,3845,10342,5594,3265,5605,6257,5595 NRAS,CCDC6,KRAS,TFG,MAPK1,HRAS,MAP2K2,RXRB,MAPK3 ko00230 Purine metabolism 0.0369226993607989 -3.29892875823905 173 37 0.0322019147084421 1149 7161 23649,51816,5440,6240,51728,2618,471,115,84172,30834,113,22875,271,84284,5438,5558,5441,5436,2987,5433,158,6241,84265,5315,5140,5430,221830,5557,159,5426,5439,1633,115024,2983,5634,3614,124583 POLA2,ADA2,POLR2K,RRM1,POLR3K,GART,ATIC,ADCY9,POLR1B,ZNRD1,ADCY7,ENPP4,AMPD2,NTPCR,POLR2I,PRIM2,POLR2L,POLR2G,GUK1,POLR2D,ADSL,RRM2,POLR3GL,PKM,PDE3B,POLR2A,TWISTNB,PRIM1,ADSS,POLE,POLR2J,DCK,NT5C3B,GUCY1B1,PRPS2,IMPDH1,CANT1 hsa00230 Purine metabolism 0.0369226993607989 -3.29892875823905 173 37 0.0322019147084421 1149 7161 23649,51816,5440,6240,51728,2618,471,115,84172,30834,113,22875,271,84284,5438,5558,5441,2987,5436,5433,84265,158,6241,5315,5140,221830,5430,5557,159,5439,5426,1633,115024,2983,5634,3614,124583 POLA2,ADA2,POLR2K,RRM1,POLR3K,GART,ATIC,ADCY9,POLR1B,ZNRD1,ADCY7,ENPP4,AMPD2,NTPCR,POLR2I,PRIM2,POLR2L,GUK1,POLR2G,POLR2D,POLR3GL,ADSL,RRM2,PKM,PDE3B,TWISTNB,POLR2A,PRIM1,ADSS,POLR2J,POLE,DCK,NT5C3B,GUCY1B1,PRPS2,IMPDH1,CANT1 ko04721 Synaptic vesicle cycle 0.0370647772194528 -3.29508816142834 63 16 0.0139251523063534 1149 7161 535,526,533,51382,4905,1785,163,23545,527,1212,528,9114,8992,440279,1175,9550 ATP6V0A1,ATP6V1B2,ATP6V0B,ATP6V1D,NSF,DNM2,AP2B1,ATP6V0A2,ATP6V0C,CLTB,ATP6V1C1,ATP6V0D1,ATP6V0E1,UNC13C,AP2S1,ATP6V1G1 hsa04721 Synaptic vesicle cycle 0.0370647772194528 -3.29508816142834 63 16 0.0139251523063534 1149 7161 535,526,533,51382,4905,1785,163,23545,527,1212,528,9114,8992,440279,1175,9550 ATP6V0A1,ATP6V1B2,ATP6V0B,ATP6V1D,NSF,DNM2,AP2B1,ATP6V0A2,ATP6V0C,CLTB,ATP6V1C1,ATP6V0D1,ATP6V0E1,UNC13C,AP2S1,ATP6V1G1 hsa00970 Aminoacyl-tRNA biosynthesis 0.0401526705244489 -3.2150663271164 44 12 0.010443864229765 1149 7161 2193,51520,3735,2058,3376,283459,3035,5859,55699,55278,6897,79587 FARSA,LARS,KARS,EPRS,IARS,GATC,HARS,QARS,IARS2,QRSL1,TARS,CARS2 ko00970 Aminoacyl-tRNA biosynthesis 0.0401526705244489 -3.2150663271164 44 12 0.010443864229765 1149 7161 2193,3735,2058,51520,283459,3376,3035,5859,55699,55278,6897,79587 FARSA,KARS,EPRS,LARS,GATC,IARS,HARS,QARS,IARS2,QRSL1,TARS,CARS2 hsa05222 Small cell lung cancer 0.040818018811195 -3.19863165753588 84 20 0.0174064403829417 1149 7161 4149,330,208,1871,331,54205,598,329,6257,5925,5728,5296,1869,3688,9063,1027,596,1870,7188,1017 MAX,BIRC3,AKT2,E2F3,XIAP,CYCS,BCL2L1,BIRC2,RXRB,RB1,PTEN,PIK3R2,E2F1,ITGB1,PIAS2,CDKN1B,BCL2,E2F2,TRAF5,CDK2 ko05222 Small cell lung cancer 0.040818018811195 -3.19863165753588 84 20 0.0174064403829417 1149 7161 4149,330,208,1871,331,54205,598,329,6257,5925,5728,5296,1869,3688,9063,1027,596,1870,7188,1017 MAX,BIRC3,AKT2,E2F3,XIAP,CYCS,BCL2L1,BIRC2,RXRB,RB1,PTEN,PIK3R2,E2F1,ITGB1,PIAS2,CDKN1B,BCL2,E2F2,TRAF5,CDK2 hsa05131 Shigellosis 0.0423359825163113 -3.16211790402418 64 16 0.0139251523063534 1149 7161 10163,391,5879,10552,1432,10459,5595,1399,7454,998,10092,9844,3688,60,6093,5594 WASF2,RHOG,RAC1,ARPC1A,MAPK14,MAD2L2,MAPK3,CRKL,WAS,CDC42,ARPC5,ELMO1,ITGB1,ACTB,ROCK1,MAPK1 ko04666 Fc gamma R-mediated phagocytosis 0.0447674149295294 -3.10627474952815 90 21 0.0182767624020888 1149 7161 10163,5894,208,5879,7410,4067,10552,5595,23396,7409,1399,8853,7454,7408,998,10092,3984,5296,1785,5594,1072 WASF2,RAF1,AKT2,RAC1,VAV2,LYN,ARPC1A,MAPK3,PIP5K1C,VAV1,CRKL,ASAP2,WAS,VASP,CDC42,ARPC5,LIMK1,PIK3R2,DNM2,MAPK1,CFL1 hsa04666 Fc gamma R-mediated phagocytosis 0.0447674149295294 -3.10627474952815 90 21 0.0182767624020888 1149 7161 10163,5894,208,5879,7410,4067,10552,5595,23396,7409,1399,8853,7454,7408,998,10092,3984,5296,1785,5594,1072 WASF2,RAF1,AKT2,RAC1,VAV2,LYN,ARPC1A,MAPK3,PIP5K1C,VAV1,CRKL,ASAP2,WAS,VASP,CDC42,ARPC5,LIMK1,PIK3R2,DNM2,MAPK1,CFL1 hsa05200 Pathways in cancer 0.046006142464064 -3.07898035958014 395 76 0.0661444734551784 1149 7161 4149,5894,6513,5879,331,598,5566,329,2783,1399,4193,998,5899,5296,115,1027,10342,2149,1856,113,4893,330,9978,7428,208,2788,1871,4087,3716,8312,6772,3688,1855,6093,5594,1870,7188,4089,3066,54205,2113,8323,2261,5925,5728,9138,1612,4436,8313,596,6774,2771,2956,7040,387,23365,3845,5605,26060,8772,1613,5595,355,6257,2778,2768,332,8030,81029,1869,9063,5371,1017,3265,1029,54583 MAX,RAF1,SLC2A1,RAC1,XIAP,BCL2L1,PRKACA,BIRC2,GNB2,CRKL,MDM2,CDC42,RALB,PIK3R2,ADCY9,CDKN1B,TFG,F2R,DVL2,ADCY7,NRAS,BIRC3,RBX1,VHL,AKT2,GNG7,E2F3,SMAD2,JAK1,AXIN1,STAT1,ITGB1,DVL1,ROCK1,MAPK1,E2F2,TRAF5,SMAD4,HDAC2,CYCS,ETS1,FZD6,FGFR3,RB1,PTEN,ARHGEF1,DAPK1,MSH2,AXIN2,BCL2,STAT3,GNAI2,MSH6,TGFB1,RHOA,ARHGEF12,KRAS,MAP2K2,APPL1,FADD,DAPK3,MAPK3,FAS,RXRB,GNAS,GNA12,BIRC5,CCDC6,WNT5B,E2F1,PIAS2,PML,CDK2,HRAS,CDKN2A,EGLN1 ko00900 Terpenoid backbone biosynthesis 0.0504800399238018 -2.98617726986594 22 7 0.00609225413402959 1149 7161 38,2339,116150,23463,10654,9453,57107 ACAT1,FNTA,NUS1,ICMT,PMVK,GGPS1,PDSS2 hsa00900 Terpenoid backbone biosynthesis 0.0504800399238018 -2.98617726986594 22 7 0.00609225413402959 1149 7161 38,116150,2339,23463,9453,10654,57107 ACAT1,NUS1,FNTA,ICMT,GGPS1,PMVK,PDSS2 ko04071 Sphingolipid signaling pathway 0.0525895588577995 -2.94523767974466 118 26 0.0226283724978242 1149 7161 5170,387,4893,208,5894,5879,427,3845,9294,1432,5605,5595,5515,2768,5525,5728,253782,5296,596,6093,4217,5594,2771,55844,3265,4363 PDPK1,RHOA,NRAS,AKT2,RAF1,RAC1,ASAH1,KRAS,S1PR2,MAPK14,MAP2K2,MAPK3,PPP2CA,GNA12,PPP2R5A,PTEN,CERS6,PIK3R2,BCL2,ROCK1,MAP3K5,MAPK1,GNAI2,PPP2R2D,HRAS,ABCC1 hsa04071 Sphingolipid signaling pathway 0.0525895588577995 -2.94523767974466 118 26 0.0226283724978242 1149 7161 5170,387,4893,208,5894,5879,427,3845,9294,1432,5605,5595,5515,2768,5525,5728,253782,5296,596,6093,4217,5594,2771,55844,3265,4363 PDPK1,RHOA,NRAS,AKT2,RAF1,RAC1,ASAH1,KRAS,S1PR2,MAPK14,MAP2K2,MAPK3,PPP2CA,GNA12,PPP2R5A,PTEN,CERS6,PIK3R2,BCL2,ROCK1,MAP3K5,MAPK1,GNAI2,PPP2R2D,HRAS,ABCC1 hsa05014 Amyotrophic lateral sclerosis (ALS) 0.0551999525882228 -2.89679318460846 51 13 0.0113141862489121 1149 7161 847,79139,5530,5879,5534,596,54205,5532,598,10452,4217,1432,57679 CAT,DERL1,PPP3CA,RAC1,PPP3R1,BCL2,CYCS,PPP3CB,BCL2L1,TOMM40,MAP3K5,MAPK14,ALS2 ko05014 Amyotrophic lateral sclerosis (ALS) 0.0551999525882228 -2.89679318460846 51 13 0.0113141862489121 1149 7161 847,79139,5530,5879,5534,596,54205,5532,598,10452,4217,1432,57679 CAT,DERL1,PPP3CA,RAC1,PPP3R1,BCL2,CYCS,PPP3CB,BCL2L1,TOMM40,MAP3K5,MAPK14,ALS2 hsa00511 Other glycan degradation 0.055531643834189 -2.89080226153416 18 6 0.00522193211488251 1149 7161 4125,3073,4126,4758,3074,2629 MAN2B1,HEXA,MANBA,NEU1,HEXB,GBA ko00511 Other glycan degradation 0.055531643834189 -2.89080226153416 18 6 0.00522193211488251 1149 7161 4125,3073,4126,4758,3074,2629 MAN2B1,HEXA,MANBA,NEU1,HEXB,GBA M00073 N-glycan precursor trimming 0.0563721650788815 -2.87577976927283 6 3 0.00261096605744125 1149 7161 11253,4121,7841 MAN1B1,MAN1A1,MOGS hsa_M00090 Phosphatidylcholine (PC) biosynthesis, choline => PC 0.0563721650788815 -2.87577976927283 6 3 0.00261096605744125 1149 7161 1120,56994,1119 CHKB,CHPT1,CHKA hsa_M00048 Inosine monophosphate biosynthesis, PRPP + glutamine => IMP 0.0563721650788815 -2.87577976927283 6 3 0.00261096605744125 1149 7161 158,2618,471 ADSL,GART,ATIC M00395 Decapping complex 0.0563721650788815 -2.87577976927283 6 3 0.00261096605744125 1149 7161 55802,219988,80153 DCP1A,PATL1,EDC3 hsa_M00073 N-glycan precursor trimming 0.0563721650788815 -2.87577976927283 6 3 0.00261096605744125 1149 7161 11253,4121,7841 MAN1B1,MAN1A1,MOGS M00090 Phosphatidylcholine (PC) biosynthesis, choline => PC 0.0563721650788815 -2.87577976927283 6 3 0.00261096605744125 1149 7161 1120,56994,1119 CHKB,CHPT1,CHKA M00048 Inosine monophosphate biosynthesis, PRPP + glutamine => IMP 0.0563721650788815 -2.87577976927283 6 3 0.00261096605744125 1149 7161 158,2618,471 ADSL,GART,ATIC hsa_M00395 Decapping complex 0.0563721650788815 -2.87577976927283 6 3 0.00261096605744125 1149 7161 55802,219988,80153 DCP1A,PATL1,EDC3 hsa05215 Prostate cancer 0.0564878577185004 -2.87372957156286 87 20 0.0174064403829417 1149 7161 5170,4893,5894,208,1871,3845,5605,5595,5925,4193,5728,5296,1869,1027,596,1385,5594,1017,1870,3265 PDPK1,NRAS,RAF1,AKT2,E2F3,KRAS,MAP2K2,MAPK3,RB1,MDM2,PTEN,PIK3R2,E2F1,CDKN1B,BCL2,CREB1,MAPK1,CDK2,E2F2,HRAS ko05215 Prostate cancer 0.0564878577185004 -2.87372957156286 87 20 0.0174064403829417 1149 7161 5170,4893,5894,208,1871,3845,5605,5595,5925,4193,5728,5296,1869,1027,596,1385,5594,1017,1870,3265 PDPK1,NRAS,RAF1,AKT2,E2F3,KRAS,MAP2K2,MAPK3,RB1,MDM2,PTEN,PIK3R2,E2F1,CDKN1B,BCL2,CREB1,MAPK1,CDK2,E2F2,HRAS ko04921 Oxytocin signaling pathway 0.059723425930819 -2.81803094139896 152 32 0.0278503046127067 1149 7161 5564,4659,5894,5562,5532,5997,5566,140465,29904,805,4775,115,54776,2771,818,113,5530,4893,387,3845,4773,2002,5605,5595,2778,782,2983,5534,60,6093,5594,3265 PRKAB1,PPP1R12A,RAF1,PRKAA1,PPP3CB,RGS2,PRKACA,MYL6B,EEF2K,CALM2,NFATC3,ADCY9,PPP1R12C,GNAI2,CAMK2G,ADCY7,PPP3CA,NRAS,RHOA,KRAS,NFATC2,ELK1,MAP2K2,MAPK3,GNAS,CACNB1,GUCY1B1,PPP3R1,ACTB,ROCK1,MAPK1,HRAS hsa04921 Oxytocin signaling pathway 0.059723425930819 -2.81803094139896 152 32 0.0278503046127067 1149 7161 5564,4659,5894,5562,5532,5997,5566,140465,29904,805,4775,115,54776,2771,818,113,5530,4893,387,3845,4773,2002,5605,5595,2778,782,2983,5534,60,6093,5594,3265 PRKAB1,PPP1R12A,RAF1,PRKAA1,PPP3CB,RGS2,PRKACA,MYL6B,EEF2K,CALM2,NFATC3,ADCY9,PPP1R12C,GNAI2,CAMK2G,ADCY7,PPP3CA,NRAS,RHOA,KRAS,NFATC2,ELK1,MAP2K2,MAPK3,GNAS,CACNB1,GUCY1B1,PPP3R1,ACTB,ROCK1,MAPK1,HRAS hsa_M00353 Spliceosome, Prp19/CDC5L complex 0.0598693764906548 -2.81559014848603 14 5 0.00435161009573542 1149 7161 56259,3304,10084,988,27339 CTNNBL1,HSPA1B,PQBP1,CDC5L,PRPF19 M00353 Spliceosome, Prp19/CDC5L complex 0.0598693764906548 -2.81559014848603 14 5 0.00435161009573542 1149 7161 56259,3304,10084,988,27339 CTNNBL1,HSPA1B,PQBP1,CDC5L,PRPF19 hsa_M00391 Exosome, eukaryotes 0.0617739627025824 -2.78427331878899 10 4 0.00348128807658834 1149 7161 5393,118460,23016,51013 EXOSC9,EXOSC6,EXOSC7,EXOSC1 hsa_M00693 Cell cycle - G2/M transition 0.0617739627025824 -2.78427331878899 10 4 0.00348128807658834 1149 7161 890,891,1017,9133 CCNA2,CCNB1,CDK2,CCNB2 M00693 Cell cycle - G2/M transition 0.0617739627025824 -2.78427331878899 10 4 0.00348128807658834 1149 7161 890,891,1017,9133 CCNA2,CCNB1,CDK2,CCNB2 M00391 Exosome, eukaryotes 0.0617739627025824 -2.78427331878899 10 4 0.00348128807658834 1149 7161 5393,118460,23016,51013 EXOSC9,EXOSC6,EXOSC7,EXOSC1 ko04213 Longevity regulating pathway - multiple species 0.0622029414550085 -2.7773529900817 62 15 0.0130548302872063 1149 7161 847,5564,4893,208,5296,115,5562,3845,84335,5566,2309,3265,3066,3304,113 CAT,PRKAB1,NRAS,AKT2,PIK3R2,ADCY9,PRKAA1,KRAS,AKT1S1,PRKACA,FOXO3,HRAS,HDAC2,HSPA1B,ADCY7 hsa04213 Longevity regulating pathway - multiple species 0.0622029414550085 -2.7773529900817 62 15 0.0130548302872063 1149 7161 847,5564,4893,208,5296,115,5562,3845,84335,5566,2309,3265,3066,3304,113 CAT,PRKAB1,NRAS,AKT2,PIK3R2,ADCY9,PRKAA1,KRAS,AKT1S1,PRKACA,FOXO3,HRAS,HDAC2,HSPA1B,ADCY7 hsa05205 Proteoglycans in cancer 0.0650819230815914 -2.73210844756586 203 41 0.0356832027850305 1149 7161 4659,5894,5879,7410,288,6383,1432,5566,3693,8323,7023,4193,998,5296,9138,54776,5781,6774,818,7040,5170,4893,387,208,7430,23365,3845,2002,5605,5595,355,1514,4087,81029,3688,1655,60,6093,5594,3265,27250 PPP1R12A,RAF1,RAC1,VAV2,ANK3,SDC2,MAPK14,PRKACA,ITGB5,FZD6,TFAP4,MDM2,CDC42,PIK3R2,ARHGEF1,PPP1R12C,PTPN11,STAT3,CAMK2G,TGFB1,PDPK1,NRAS,RHOA,AKT2,EZR,ARHGEF12,KRAS,ELK1,MAP2K2,MAPK3,FAS,CTSL,SMAD2,WNT5B,ITGB1,DDX5,ACTB,ROCK1,MAPK1,HRAS,PDCD4 ko05205 Proteoglycans in cancer 0.0650819230815914 -2.73210844756586 203 41 0.0356832027850305 1149 7161 4659,5894,5879,7410,288,6383,1432,5566,3693,8323,7023,4193,998,5296,9138,54776,5781,6774,818,7040,5170,4893,387,208,7430,23365,3845,2002,5605,5595,355,1514,4087,81029,3688,1655,60,6093,5594,3265,27250 PPP1R12A,RAF1,RAC1,VAV2,ANK3,SDC2,MAPK14,PRKACA,ITGB5,FZD6,TFAP4,MDM2,CDC42,PIK3R2,ARHGEF1,PPP1R12C,PTPN11,STAT3,CAMK2G,TGFB1,PDPK1,NRAS,RHOA,AKT2,EZR,ARHGEF12,KRAS,ELK1,MAP2K2,MAPK3,FAS,CTSL,SMAD2,WNT5B,ITGB1,DDX5,ACTB,ROCK1,MAPK1,HRAS,PDCD4 ko04320 Dorso-ventral axis formation 0.0675496962094774 -2.69489171185507 28 8 0.00696257615317668 1149 7161 3845,4853,2114,5594,2113,132864,2120,5595 KRAS,NOTCH2,ETS2,MAPK1,ETS1,CPEB2,ETV6,MAPK3 hsa04320 Dorso-ventral axis formation 0.0675496962094774 -2.69489171185507 28 8 0.00696257615317668 1149 7161 3845,4853,2114,5594,2113,132864,2120,5595 KRAS,NOTCH2,ETS2,MAPK1,ETS1,CPEB2,ETV6,MAPK3 M00297 DNA-PK complex 0.0689349373284432 -2.67459215649883 3 2 0.00174064403829417 1149 7161 5591,7520 PRKDC,XRCC5 hsa_M00408 ESCRT-0 complex 0.0689349373284432 -2.67459215649883 3 2 0.00174064403829417 1149 7161 9146,8027 HGS,STAM M00408 ESCRT-0 complex 0.0689349373284432 -2.67459215649883 3 2 0.00174064403829417 1149 7161 9146,8027 HGS,STAM hsa_M00297 DNA-PK complex 0.0689349373284432 -2.67459215649883 3 2 0.00174064403829417 1149 7161 5591,7520 PRKDC,XRCC5 M00341 Proteasome, 19S regulatory particle (PA700) 0.0705495330973346 -2.65144021874441 19 6 0.00522193211488251 1149 7161 5708,5707,5700,5714,5709,5704 PSMD2,PSMD1,PSMC1,PSMD8,PSMD3,PSMC4 hsa_M00341 Proteasome, 19S regulatory particle (PA700) 0.0705495330973346 -2.65144021874441 19 6 0.00522193211488251 1149 7161 5708,5707,5700,5714,5709,5704 PSMD2,PSMD1,PSMC1,PSMD8,PSMD3,PSMC4 hsa04910 Insulin signaling pathway 0.0717667387104177 -2.63433415941953 138 29 0.0252393385552654 1149 7161 5170,5564,4893,7249,9322,5894,208,5562,5575,10211,3845,2002,5140,5566,5605,6009,5595,805,5792,1399,79660,7248,8569,6464,5296,122809,5594,3265,5261 PDPK1,PRKAB1,NRAS,TSC2,TRIP10,RAF1,AKT2,PRKAA1,PRKAR1B,FLOT1,KRAS,ELK1,PDE3B,PRKACA,MAP2K2,RHEB,MAPK3,CALM2,PTPRF,CRKL,PPP1R3B,TSC1,MKNK1,SHC1,PIK3R2,SOCS4,MAPK1,HRAS,PHKG2 ko04910 Insulin signaling pathway 0.0717667387104177 -2.63433415941953 138 29 0.0252393385552654 1149 7161 5170,5564,4893,7249,9322,5894,208,5562,5575,10211,3845,2002,5140,5566,5605,6009,5595,805,5792,1399,79660,7248,8569,6464,5296,122809,5594,3265,5261 PDPK1,PRKAB1,NRAS,TSC2,TRIP10,RAF1,AKT2,PRKAA1,PRKAR1B,FLOT1,KRAS,ELK1,PDE3B,PRKACA,MAP2K2,RHEB,MAPK3,CALM2,PTPRF,CRKL,PPP1R3B,TSC1,MKNK1,SHC1,PIK3R2,SOCS4,MAPK1,HRAS,PHKG2 M00359 Aminoacyl-tRNA biosynthesis, eukaryotes 0.0719193752650529 -2.63220957538246 38 10 0.00870322019147084 1149 7161 2193,2058,51520,3735,3376,3035,5859,55699,6897,79587 FARSA,EPRS,LARS,KARS,IARS,HARS,QARS,IARS2,TARS,CARS2 hsa_M00359 Aminoacyl-tRNA biosynthesis, eukaryotes 0.0719193752650529 -2.63220957538246 38 10 0.00870322019147084 1149 7161 2193,2058,51520,3735,3376,3035,5859,55699,6897,79587 FARSA,EPRS,LARS,KARS,IARS,HARS,QARS,IARS2,TARS,CARS2 hsa03008 Ribosome biogenesis in eukaryotes 0.0729824115226745 -2.61753680490954 79 18 0.0156657963446475 1149 7161 54913,29107,84135,23560,1457,9790,79631,54433,55341,4931,51096,10607,10248,6949,2091,84916,51068,55916 RPP25,NXT1,UTP15,GTPBP4,CSNK2A1,BMS1,EFL1,GAR1,LSG1,NVL,UTP18,TBL3,POP7,TCOF1,FBL,UTP4,NMD3,NXT2 ko03008 Ribosome biogenesis in eukaryotes 0.0729824115226745 -2.61753680490954 79 18 0.0156657963446475 1149 7161 54913,29107,84135,23560,1457,9790,79631,54433,55341,4931,51096,10607,10248,6949,2091,84916,51068,55916 RPP25,NXT1,UTP15,GTPBP4,CSNK2A1,BMS1,EFL1,GAR1,LSG1,NVL,UTP18,TBL3,POP7,TCOF1,FBL,UTP4,NMD3,NXT2 hsa01521 EGFR tyrosine kinase inhibitor resistance 0.0729824115226745 -2.61753680490954 79 18 0.0156657963446475 1149 7161 4893,4763,208,5894,3845,598,2309,5605,5595,2261,6464,3716,5728,5296,596,6774,5594,3265 NRAS,NF1,AKT2,RAF1,KRAS,BCL2L1,FOXO3,MAP2K2,MAPK3,FGFR3,SHC1,JAK1,PTEN,PIK3R2,BCL2,STAT3,MAPK1,HRAS ko01521 EGFR tyrosine kinase inhibitor resistance 0.0729824115226745 -2.61753680490954 79 18 0.0156657963446475 1149 7161 4893,4763,208,5894,3845,598,2309,5605,5595,2261,6464,3716,5728,5296,596,6774,5594,3265 NRAS,NF1,AKT2,RAF1,KRAS,BCL2L1,FOXO3,MAP2K2,MAPK3,FGFR3,SHC1,JAK1,PTEN,PIK3R2,BCL2,STAT3,MAPK1,HRAS ko04810 Regulation of actin cytoskeleton 0.075540705657193 -2.58308362023771 211 42 0.0365535248041775 1149 7161 10163,4659,5894,5879,7410,4627,10787,3693,5305,23396,7409,1399,2261,998,3696,10092,5296,9138,54776,200576,2149,1072,23191,387,4893,79837,7430,23365,3845,26999,10552,5605,5595,2768,7454,3984,3688,60,6093,5594,3265,103910 WASF2,PPP1R12A,RAF1,RAC1,VAV2,MYH9,NCKAP1,ITGB5,PIP4K2A,PIP5K1C,VAV1,CRKL,FGFR3,CDC42,ITGB8,ARPC5,PIK3R2,ARHGEF1,PPP1R12C,PIKFYVE,F2R,CFL1,CYFIP1,RHOA,NRAS,PIP4K2C,EZR,ARHGEF12,KRAS,CYFIP2,ARPC1A,MAP2K2,MAPK3,GNA12,WAS,LIMK1,ITGB1,ACTB,ROCK1,MAPK1,HRAS,MYL12B hsa04810 Regulation of actin cytoskeleton 0.075540705657193 -2.58308362023771 211 42 0.0365535248041775 1149 7161 10163,4659,5894,5879,7410,4627,10787,3693,5305,23396,7409,1399,2261,998,3696,10092,5296,9138,54776,200576,2149,1072,23191,387,4893,79837,7430,23365,3845,26999,10552,5605,5595,2768,7454,3984,3688,60,6093,5594,3265,103910 WASF2,PPP1R12A,RAF1,RAC1,VAV2,MYH9,NCKAP1,ITGB5,PIP4K2A,PIP5K1C,VAV1,CRKL,FGFR3,CDC42,ITGB8,ARPC5,PIK3R2,ARHGEF1,PPP1R12C,PIKFYVE,F2R,CFL1,CYFIP1,RHOA,NRAS,PIP4K2C,EZR,ARHGEF12,KRAS,CYFIP2,ARPC1A,MAP2K2,MAPK3,GNA12,WAS,LIMK1,ITGB1,ACTB,ROCK1,MAPK1,HRAS,MYL12B hsa05218 Melanoma 0.0767796019062605 -2.56681627428538 69 16 0.0139251523063534 1149 7161 4893,5894,208,1871,3845,5605,5595,5925,4193,5728,5296,1869,1870,5594,3265,1029 NRAS,RAF1,AKT2,E2F3,KRAS,MAP2K2,MAPK3,RB1,MDM2,PTEN,PIK3R2,E2F1,E2F2,MAPK1,HRAS,CDKN2A ko05218 Melanoma 0.0767796019062605 -2.56681627428538 69 16 0.0139251523063534 1149 7161 4893,5894,208,1871,3845,5605,5595,5925,4193,5728,5296,1869,1870,5594,3265,1029 NRAS,RAF1,AKT2,E2F3,KRAS,MAP2K2,MAPK3,RB1,MDM2,PTEN,PIK3R2,E2F1,E2F2,MAPK1,HRAS,CDKN2A M00158 F-type ATPase, eukaryotes 0.0783601025956015 -2.54644037662128 15 5 0.00435161009573542 1149 7161 498,506,9551,518,522 ATP5F1A,ATP5F1B,ATP5MF,ATP5MC3,ATP5PF M00340 Proteasome, 20S core particle 0.0783601025956015 -2.54644037662128 15 5 0.00435161009573542 1149 7161 5682,5687,143471,5691,5695 PSMA1,PSMA6,PSMA8,PSMB3,PSMB7 hsa_M00158 F-type ATPase, eukaryotes 0.0783601025956015 -2.54644037662128 15 5 0.00435161009573542 1149 7161 498,506,9551,518,522 ATP5F1A,ATP5F1B,ATP5MF,ATP5MC3,ATP5PF hsa_M00340 Proteasome, 20S core particle 0.0783601025956015 -2.54644037662128 15 5 0.00435161009573542 1149 7161 5682,5687,143471,5691,5695 PSMA1,PSMA6,PSMA8,PSMB3,PSMB7 hsa04611 Platelet activation 0.0800212187126615 -2.52546344556828 123 26 0.0226283724978242 1149 7161 387,4659,208,23365,1432,5566,4067,5595,83706,2778,5906,7408,2983,8773,9138,115,5296,3688,84876,60,6093,2149,2771,5594,103910,113 RHOA,PPP1R12A,AKT2,ARHGEF12,MAPK14,PRKACA,LYN,MAPK3,FERMT3,GNAS,RAP1A,VASP,GUCY1B1,SNAP23,ARHGEF1,ADCY9,PIK3R2,ITGB1,ORAI1,ACTB,ROCK1,F2R,GNAI2,MAPK1,MYL12B,ADCY7 ko00620 Pyruvate metabolism 0.0834428931550402 -2.4835927954123 39 10 0.00870322019147084 1149 7161 97,4191,3939,38,4190,2739,5315,3029,223,3945 ACYP1,MDH2,LDHA,ACAT1,MDH1,GLO1,PKM,HAGH,ALDH9A1,LDHB hsa00620 Pyruvate metabolism 0.0834428931550402 -2.4835927954123 39 10 0.00870322019147084 1149 7161 97,4191,3939,38,4190,2739,5315,3029,3945,223 ACYP1,MDH2,LDHA,ACAT1,MDH1,GLO1,PKM,HAGH,LDHB,ALDH9A1 ko04660 T cell receptor signaling pathway 0.0850572058683063 -2.46443123864627 102 22 0.0191470844212359 1149 7161 5170,5530,387,4893,4690,5894,208,7410,4773,3845,5532,1432,5605,5595,7409,4775,998,5296,5534,9020,5594,3265 PDPK1,PPP3CA,RHOA,NRAS,NCK1,RAF1,AKT2,VAV2,NFATC2,KRAS,PPP3CB,MAPK14,MAP2K2,MAPK3,VAV1,NFATC3,CDC42,PIK3R2,PPP3R1,MAP3K14,MAPK1,HRAS hsa04660 T cell receptor signaling pathway 0.0850572058683063 -2.46443123864627 102 22 0.0191470844212359 1149 7161 5170,5530,387,4893,4690,5894,208,7410,4773,3845,5532,1432,5605,5595,7409,4775,998,5296,5534,9020,5594,3265 PDPK1,PPP3CA,RHOA,NRAS,NCK1,RAF1,AKT2,VAV2,NFATC2,KRAS,PPP3CB,MAPK14,MAP2K2,MAPK3,VAV1,NFATC3,CDC42,PIK3R2,PPP3R1,MAP3K14,MAPK1,HRAS M00092 Phosphatidylethanolamine (PE) biosynthesis, ethanolamine => PE 0.0871343536396182 -2.44030405681616 7 3 0.00261096605744125 1149 7161 1120,5833,1119 CHKB,PCYT2,CHKA M00398 Sm core complex 0.0871343536396182 -2.44030405681616 7 3 0.00261096605744125 1149 7161 6637,6634,6628 SNRPG,SNRPD3,SNRPB hsa_M00398 Sm core complex 0.0871343536396182 -2.44030405681616 7 3 0.00261096605744125 1149 7161 6637,6634,6628 SNRPG,SNRPD3,SNRPB hsa_M00092 Phosphatidylethanolamine (PE) biosynthesis, ethanolamine => PE 0.0871343536396182 -2.44030405681616 7 3 0.00261096605744125 1149 7161 1120,5833,1119 CHKB,PCYT2,CHKA hsa04022 cGMP-PKG signaling pathway 0.0880904655153111 -2.42939097533232 163 33 0.0287206266318538 1149 7161 4659,5894,4205,5532,5997,805,4775,7408,488,115,1385,2771,1386,113,10105,5530,387,208,7417,4773,154,4209,7416,5140,292,5605,5595,2768,476,2983,5534,6093,5594 PPP1R12A,RAF1,MEF2A,PPP3CB,RGS2,CALM2,NFATC3,VASP,ATP2A2,ADCY9,CREB1,GNAI2,ATF2,ADCY7,PPIF,PPP3CA,RHOA,AKT2,VDAC2,NFATC2,ADRB2,MEF2D,VDAC1,PDE3B,SLC25A5,MAP2K2,MAPK3,GNA12,ATP1A1,GUCY1B1,PPP3R1,ROCK1,MAPK1 ko04022 cGMP-PKG signaling pathway 0.0880904655153111 -2.42939097533232 163 33 0.0287206266318538 1149 7161 4659,5894,4205,5532,5997,805,4775,7408,488,115,1385,2771,1386,113,10105,5530,387,208,7417,4773,154,4209,7416,5140,292,5605,5595,2768,476,2983,5534,6093,5594 PPP1R12A,RAF1,MEF2A,PPP3CB,RGS2,CALM2,NFATC3,VASP,ATP2A2,ADCY9,CREB1,GNAI2,ATF2,ADCY7,PPIF,PPP3CA,RHOA,AKT2,VDAC2,NFATC2,ADRB2,MEF2D,VDAC1,PDE3B,SLC25A5,MAP2K2,MAPK3,GNA12,ATP1A1,GUCY1B1,PPP3R1,ROCK1,MAPK1 ko05130 Pathogenic Escherichia coli infection 0.0918720199009265 -2.38735875842771 55 13 0.0113141862489121 1149 7161 387,7454,998,4690,10092,3688,9181,7430,7534,60,6093,10552,203068 RHOA,WAS,CDC42,NCK1,ARPC5,ITGB1,ARHGEF2,EZR,YWHAZ,ACTB,ROCK1,ARPC1A,TUBB hsa05130 Pathogenic Escherichia coli infection 0.0918720199009265 -2.38735875842771 55 13 0.0113141862489121 1149 7161 387,7454,998,4690,10092,3688,9181,7430,7534,60,6093,10552,203068 RHOA,WAS,CDC42,NCK1,ARPC5,ITGB1,ARHGEF2,EZR,YWHAZ,ACTB,ROCK1,ARPC1A,TUBB ko01200 Carbon metabolism 0.0931874204434667 -2.37314254018292 114 24 0.02088772845953 1149 7161 4594,8802,4191,3419,7086,2746,83440,4967,5315,6389,6390,847,2806,5634,1431,8801,38,4190,34,2821,3420,6888,5223,5214 MUT,SUCLG1,MDH2,IDH3A,TKT,GLUD1,ADPGK,OGDH,PKM,SDHA,SDHB,CAT,GOT2,PRPS2,CS,SUCLG2,ACAT1,MDH1,ACADM,GPI,IDH3B,TALDO1,PGAM1,PFKP hsa01200 Carbon metabolism 0.0931874204434667 -2.37314254018292 114 24 0.02088772845953 1149 7161 4594,8802,4191,3419,7086,2746,83440,4967,5315,6389,6390,847,2806,5634,1431,8801,38,4190,34,2821,3420,6888,5223,5214 MUT,SUCLG1,MDH2,IDH3A,TKT,GLUD1,ADPGK,OGDH,PKM,SDHA,SDHB,CAT,GOT2,PRPS2,CS,SUCLG2,ACAT1,MDH1,ACADM,GPI,IDH3B,TALDO1,PGAM1,PFKP M00695 cAMP signaling 0.0995381306229668 -2.30721448588714 16 5 0.00435161009573542 1149 7161 2778,2771,5566,115,113 GNAS,GNAI2,PRKACA,ADCY9,ADCY7 hsa_M00695 cAMP signaling 0.0995381306229668 -2.30721448588714 16 5 0.00435161009573542 1149 7161 2778,2771,5566,115,113 GNAS,GNAI2,PRKACA,ADCY9,ADCY7 ko05231 Choline metabolism in cancer 0.104268668086383 -2.26078436396143 99 21 0.0182767624020888 1149 7161 10163,5170,4893,7249,208,5894,5879,3845,1120,5605,6009,5595,23396,1119,7248,7454,23446,5296,5594,56994,3265 WASF2,PDPK1,NRAS,TSC2,AKT2,RAF1,RAC1,KRAS,CHKB,MAP2K2,RHEB,MAPK3,PIP5K1C,CHKA,TSC1,WAS,SLC44A1,PIK3R2,MAPK1,CHPT1,HRAS hsa05231 Choline metabolism in cancer 0.104268668086383 -2.26078436396143 99 21 0.0182767624020888 1149 7161 10163,5170,4893,7249,208,5894,5879,3845,1120,5605,6009,5595,23396,1119,7248,7454,23446,5296,5594,56994,3265 WASF2,PDPK1,NRAS,TSC2,AKT2,RAF1,RAC1,KRAS,CHKB,MAP2K2,RHEB,MAPK3,PIP5K1C,CHKA,TSC1,WAS,SLC44A1,PIK3R2,MAPK1,CHPT1,HRAS M00154 Cytochrome c oxidase 0.106841667433543 -2.23640728403379 21 6 0.00522193211488251 1149 7161 9377,1355,1329,1327,9167,1351 COX5A,COX15,COX5B,COX4I1,COX7A2L,COX8A hsa_M00154 Cytochrome c oxidase 0.106841667433543 -2.23640728403379 21 6 0.00522193211488251 1149 7161 9377,1355,1329,1327,9167,1351 COX5A,COX15,COX5B,COX4I1,COX7A2L,COX8A hsa04664 Fc epsilon RI signaling pathway 0.107867876149453 -2.22684816977118 67 15 0.0130548302872063 1149 7161 7409,5170,4893,5894,208,5296,5879,7410,3845,5594,4067,1432,3265,5605,5595 VAV1,PDPK1,NRAS,RAF1,AKT2,PIK3R2,RAC1,VAV2,KRAS,MAPK1,LYN,MAPK14,HRAS,MAP2K2,MAPK3 hsa04720 Long-term potentiation 0.107867876149453 -2.22684816977118 67 15 0.0130548302872063 1149 7161 805,5530,5906,4893,5894,6195,5534,3845,5532,5594,5566,3265,5605,818,5595 CALM2,PPP3CA,RAP1A,NRAS,RAF1,RPS6KA1,PPP3R1,KRAS,PPP3CB,MAPK1,PRKACA,HRAS,MAP2K2,CAMK2G,MAPK3 ko04664 Fc epsilon RI signaling pathway 0.107867876149453 -2.22684816977118 67 15 0.0130548302872063 1149 7161 7409,5170,4893,5894,208,5296,5879,7410,3845,5594,4067,1432,3265,5605,5595 VAV1,PDPK1,NRAS,RAF1,AKT2,PIK3R2,RAC1,VAV2,KRAS,MAPK1,LYN,MAPK14,HRAS,MAP2K2,MAPK3 ko04720 Long-term potentiation 0.107867876149453 -2.22684816977118 67 15 0.0130548302872063 1149 7161 805,5530,5906,4893,5894,6195,5534,3845,5532,5594,5566,3265,5605,818,5595 CALM2,PPP3CA,RAP1A,NRAS,RAF1,RPS6KA1,PPP3R1,KRAS,PPP3CB,MAPK1,PRKACA,HRAS,MAP2K2,CAMK2G,MAPK3 M00388 ECS complex 0.112105684902049 -2.18831323741513 12 4 0.00348128807658834 1149 7161 30837,122809,9306,9655 SOCS7,SOCS4,SOCS6,SOCS5 hsa_M00388 ECS complex 0.112105684902049 -2.18831323741513 12 4 0.00348128807658834 1149 7161 30837,122809,9306,9655 SOCS7,SOCS4,SOCS6,SOCS5 hsa00564 Glycerophospholipid metabolism 0.117496546319642 -2.14134633885423 95 20 0.0174064403829417 1149 7161 8760,9489,10554,56894,1120,10423,6901,253558,1119,23646,10555,9663,254531,154141,5833,23171,79888,56994,9791,11313 CDS2,PGS1,AGPAT1,AGPAT3,CHKB,CDIPT,TAZ,LCLAT1,CHKA,PLD3,AGPAT2,LPIN2,LPCAT4,MBOAT1,PCYT2,GPD1L,LPCAT1,CHPT1,PTDSS1,LYPLA2 ko00564 Glycerophospholipid metabolism 0.117496546319642 -2.14134633885423 95 20 0.0174064403829417 1149 7161 8760,9489,10554,56894,1120,10423,6901,253558,1119,23646,10555,9663,254531,154141,5833,79888,56994,23171,9791,11313 CDS2,PGS1,AGPAT1,AGPAT3,CHKB,CDIPT,TAZ,LCLAT1,CHKA,PLD3,AGPAT2,LPIN2,LPCAT4,MBOAT1,PCYT2,LPCAT1,CHPT1,GPD1L,PTDSS1,LYPLA2 M00089 Triacylglycerol biosynthesis 0.123254360378847 -2.09350508835778 17 5 0.00435161009573542 1149 7161 56894,154141,10555,253558,10554 AGPAT3,MBOAT1,AGPAT2,LCLAT1,AGPAT1 M00337 Immunoproteasome 0.123254360378847 -2.09350508835778 17 5 0.00435161009573542 1149 7161 5682,5687,5698,143471,5691 PSMA1,PSMA6,PSMB9,PSMA8,PSMB3 hsa_M00337 Immunoproteasome 0.123254360378847 -2.09350508835778 17 5 0.00435161009573542 1149 7161 5682,5687,5698,143471,5691 PSMA1,PSMA6,PSMB9,PSMA8,PSMB3 hsa_M00089 Triacylglycerol biosynthesis 0.123254360378847 -2.09350508835778 17 5 0.00435161009573542 1149 7161 56894,154141,10555,253558,10554 AGPAT3,MBOAT1,AGPAT2,LCLAT1,AGPAT1 hsa_M00680 TGF-beta signaling 0.12330250019068 -2.09311459172074 8 3 0.00261096605744125 1149 7161 7040,4087,4089 TGFB1,SMAD2,SMAD4 hsa_M00010 Citrate cycle, first carbon oxidation, oxaloacetate => 2-oxoglutarate 0.12330250019068 -2.09311459172074 8 3 0.00261096605744125 1149 7161 3420,3419,1431 IDH3B,IDH3A,CS M00680 TGF-beta signaling 0.12330250019068 -2.09311459172074 8 3 0.00261096605744125 1149 7161 7040,4087,4089 TGFB1,SMAD2,SMAD4 M00010 Citrate cycle, first carbon oxidation, oxaloacetate => 2-oxoglutarate 0.12330250019068 -2.09311459172074 8 3 0.00261096605744125 1149 7161 3420,3419,1431 IDH3B,IDH3A,CS hsa_M00288 RPA complex 0.123362403789649 -2.09262888338381 4 2 0.00174064403829417 1149 7161 6118,6117 RPA2,RPA1 M00288 RPA complex 0.123362403789649 -2.09262888338381 4 2 0.00174064403829417 1149 7161 6118,6117 RPA2,RPA1 M00402 Translocon-associated protein (TRAP) complex 0.123362403789649 -2.09262888338381 4 2 0.00174064403829417 1149 7161 6746,6745 SSR2,SSR1 hsa_M00387 SCF-FBW7 complex 0.123362403789649 -2.09262888338381 4 2 0.00174064403829417 1149 7161 8454,9978 CUL1,RBX1 hsa_M00286 GINS complex 0.123362403789649 -2.09262888338381 4 2 0.00174064403829417 1149 7161 9837,84296 GINS1,GINS4 M00381 SCF-SKP2 complex 0.123362403789649 -2.09262888338381 4 2 0.00174064403829417 1149 7161 8454,9978 CUL1,RBX1 hsa_M00381 SCF-SKP2 complex 0.123362403789649 -2.09262888338381 4 2 0.00174064403829417 1149 7161 8454,9978 CUL1,RBX1 hsa_M00133 Polyamine biosynthesis, arginine => agmatine => putrescine => spermidine 0.123362403789649 -2.09262888338381 4 2 0.00174064403829417 1149 7161 6723,262 SRM,AMD1 M00384 Cul3-SPOP complex 0.123362403789649 -2.09262888338381 4 2 0.00174064403829417 1149 7161 9978,8452 RBX1,CUL3 M00387 SCF-FBW7 complex 0.123362403789649 -2.09262888338381 4 2 0.00174064403829417 1149 7161 8454,9978 CUL1,RBX1 hsa_M00148 Succinate dehydrogenase (ubiquinone) 0.123362403789649 -2.09262888338381 4 2 0.00174064403829417 1149 7161 6390,6389 SDHB,SDHA M00133 Polyamine biosynthesis, arginine => agmatine => putrescine => spermidine 0.123362403789649 -2.09262888338381 4 2 0.00174064403829417 1149 7161 6723,262 SRM,AMD1 hsa_M00402 Translocon-associated protein (TRAP) complex 0.123362403789649 -2.09262888338381 4 2 0.00174064403829417 1149 7161 6746,6745 SSR2,SSR1 M00148 Succinate dehydrogenase (ubiquinone) 0.123362403789649 -2.09262888338381 4 2 0.00174064403829417 1149 7161 6390,6389 SDHB,SDHA hsa_M00390 Exosome, archaea 0.123362403789649 -2.09262888338381 4 2 0.00174064403829417 1149 7161 23016,51013 EXOSC7,EXOSC1 M00286 GINS complex 0.123362403789649 -2.09262888338381 4 2 0.00174064403829417 1149 7161 9837,84296 GINS1,GINS4 hsa_M00384 Cul3-SPOP complex 0.123362403789649 -2.09262888338381 4 2 0.00174064403829417 1149 7161 9978,8452 RBX1,CUL3 M00390 Exosome, archaea 0.123362403789649 -2.09262888338381 4 2 0.00174064403829417 1149 7161 23016,51013 EXOSC7,EXOSC1 ko00640 Propanoate metabolism 0.128667326526641 -2.05052506975317 32 8 0.00696257615317668 1149 7161 38,23417,8801,34,8802,4594,3939,3945 ACAT1,MLYCD,SUCLG2,ACADM,SUCLG1,MUT,LDHA,LDHB hsa00640 Propanoate metabolism 0.128667326526641 -2.05052506975317 32 8 0.00696257615317668 1149 7161 38,23417,8801,34,8802,4594,3939,3945 ACAT1,MLYCD,SUCLG2,ACADM,SUCLG1,MUT,LDHA,LDHB ko03015 mRNA surveillance pathway 0.132409341848437 -2.02185708020066 91 19 0.0165361183637946 1149 7161 29107,23708,9939,10921,80335,8189,8761,10914,5515,5976,5525,9775,53918,26019,10898,55844,26986,1477,55916 NXT1,GSPT2,RBM8A,RNPS1,WDR82,SYMPK,PABPC4,PAPOLA,PPP2CA,UPF1,PPP2R5A,EIF4A3,PELO,UPF2,CPSF4,PPP2R2D,PABPC1,CSTF1,NXT2 hsa03015 mRNA surveillance pathway 0.132409341848437 -2.02185708020066 91 19 0.0165361183637946 1149 7161 29107,23708,9939,10921,80335,8189,8761,10914,5515,5976,5525,9775,53918,26019,10898,55844,26986,1477,55916 NXT1,GSPT2,RBM8A,RNPS1,WDR82,SYMPK,PABPC4,PAPOLA,PPP2CA,UPF1,PPP2R5A,EIF4A3,PELO,UPF2,CPSF4,PPP2R2D,PABPC1,CSTF1,NXT2 M00403 HRD1/SEL1 ERAD complex 0.142310561436852 -1.9497435571264 13 4 0.00348128807658834 1149 7161 79139,84447,55666,6400 DERL1,SYVN1,NPLOC4,SEL1L hsa03450 Non-homologous end-joining 0.142310561436852 -1.9497435571264 13 4 0.00348128807658834 1149 7161 64421,7518,5591,7520 DCLRE1C,XRCC4,PRKDC,XRCC5 hsa_M00403 HRD1/SEL1 ERAD complex 0.142310561436852 -1.9497435571264 13 4 0.00348128807658834 1149 7161 79139,84447,55666,6400 DERL1,SYVN1,NPLOC4,SEL1L ko03450 Non-homologous end-joining 0.142310561436852 -1.9497435571264 13 4 0.00348128807658834 1149 7161 64421,7518,5591,7520 DCLRE1C,XRCC4,PRKDC,XRCC5 hsa04152 AMPK signaling pathway 0.143939536654891 -1.93836195192328 120 24 0.02088772845953 1149 7161 5170,51552,5564,7249,9230,208,5562,5209,84335,2309,6009,29904,5515,7248,4218,890,5525,5296,51719,23417,6794,1385,55844,5214 PDPK1,RAB14,PRKAB1,TSC2,RAB11B,AKT2,PRKAA1,PFKFB3,AKT1S1,FOXO3,RHEB,EEF2K,PPP2CA,TSC1,RAB8A,CCNA2,PPP2R5A,PIK3R2,CAB39,MLYCD,STK11,CREB1,PPP2R2D,PFKP ko04152 AMPK signaling pathway 0.143939536654891 -1.93836195192328 120 24 0.02088772845953 1149 7161 5170,51552,5564,7249,9230,208,5562,5209,84335,2309,6009,29904,5515,7248,4218,890,5525,5296,51719,23417,6794,1385,55844,5214 PDPK1,RAB14,PRKAB1,TSC2,RAB11B,AKT2,PRKAA1,PFKFB3,AKT1S1,FOXO3,RHEB,EEF2K,PPP2CA,TSC1,RAB8A,CCNA2,PPP2R5A,PIK3R2,CAB39,MLYCD,STK11,CREB1,PPP2R2D,PFKP ko03410 Base excision repair 0.147320888789777 -1.9151421543677 33 8 0.00696257615317668 1149 7161 5111,5426,55247,143,4350,4968,252969,8930 PCNA,POLE,NEIL3,PARP4,MPG,OGG1,NEIL2,MBD4 hsa03410 Base excision repair 0.147320888789777 -1.9151421543677 33 8 0.00696257615317668 1149 7161 5111,5426,55247,143,4350,4968,252969,8930 PCNA,POLE,NEIL3,PARP4,MPG,OGG1,NEIL2,MBD4 ko04915 Estrogen signaling pathway 0.147973681420207 -1.91072084927318 98 20 0.0174064403829417 1149 7161 4893,208,5894,3845,5566,5605,3304,5595,805,2778,6464,115,5296,2289,1385,5594,1386,2771,3265,113 NRAS,AKT2,RAF1,KRAS,PRKACA,MAP2K2,HSPA1B,MAPK3,CALM2,GNAS,SHC1,ADCY9,PIK3R2,FKBP5,CREB1,MAPK1,ATF2,GNAI2,HRAS,ADCY7 hsa04915 Estrogen signaling pathway 0.147973681420207 -1.91072084927318 98 20 0.0174064403829417 1149 7161 4893,208,5894,3845,5566,5605,3304,5595,805,2778,6464,115,5296,2289,1385,5594,1386,2771,3265,113 NRAS,AKT2,RAF1,KRAS,PRKACA,MAP2K2,HSPA1B,MAPK3,CALM2,GNAS,SHC1,ADCY9,PIK3R2,FKBP5,CREB1,MAPK1,ATF2,GNAI2,HRAS,ADCY7 ko01210 2-Oxocarboxylic acid metabolism 0.149301559051156 -1.90178713208591 18 5 0.00435161009573542 1149 7161 3420,2806,3419,587,1431 IDH3B,GOT2,IDH3A,BCAT2,CS hsa01210 2-Oxocarboxylic acid metabolism 0.149301559051156 -1.90178713208591 18 5 0.00435161009573542 1149 7161 3420,2806,3419,587,1431 IDH3B,GOT2,IDH3A,BCAT2,CS hsa00630 Glyoxylate and dicarboxylate metabolism 0.149879373374127 -1.89792448591589 28 7 0.00609225413402959 1149 7161 38,847,4190,4594,4191,2653,1431 ACAT1,CAT,MDH1,MUT,MDH2,GCSH,CS ko00630 Glyoxylate and dicarboxylate metabolism 0.149879373374127 -1.89792448591589 28 7 0.00609225413402959 1149 7161 38,847,4190,4594,4191,2653,1431 ACAT1,CAT,MDH1,MUT,MDH2,GCSH,CS hsa03060 Protein export 0.150950017611765 -1.89080650615646 23 6 0.00522193211488251 1149 7161 23478,6731,60559,10952,29927,23480 SEC11A,SRP72,SPCS3,SEC61B,SEC61A1,SEC61G ko03060 Protein export 0.150950017611765 -1.89080650615646 23 6 0.00522193211488251 1149 7161 23478,6731,60559,10952,29927,23480 SEC11A,SRP72,SPCS3,SEC61B,SEC61A1,SEC61G hsa04730 Long-term depression 0.15480722202939 -1.86557466497814 60 13 0.0113141862489121 1149 7161 2778,5515,2768,4893,2983,5894,3845,5594,4067,2771,3265,5605,5595 GNAS,PPP2CA,GNA12,NRAS,GUCY1B1,RAF1,KRAS,MAPK1,LYN,GNAI2,HRAS,MAP2K2,MAPK3 ko04730 Long-term depression 0.15480722202939 -1.86557466497814 60 13 0.0113141862489121 1149 7161 2778,5515,2768,4893,2983,5894,3845,5594,4067,2771,3265,5605,5595 GNAS,PPP2CA,GNA12,NRAS,GUCY1B1,RAF1,KRAS,MAPK1,LYN,GNAI2,HRAS,MAP2K2,MAPK3 hsa04550 Signaling pathways regulating pluripotency of stem cells 0.16319823046557 -1.81278967924639 139 27 0.0234986945169713 1149 7161 4893,208,5894,6929,84108,3845,84759,1432,5605,8323,5595,2261,4087,100532731,3716,81029,8312,3572,5296,8313,1855,4086,5594,6774,3265,4089,1856 NRAS,AKT2,RAF1,TCF3,PCGF6,KRAS,PCGF1,MAPK14,MAP2K2,FZD6,MAPK3,FGFR3,SMAD2,COMMD3-BMI1,JAK1,WNT5B,AXIN1,IL6ST,PIK3R2,AXIN2,DVL1,SMAD1,MAPK1,STAT3,HRAS,SMAD4,DVL2 ko04550 Signaling pathways regulating pluripotency of stem cells 0.16319823046557 -1.81278967924639 139 27 0.0234986945169713 1149 7161 4893,208,5894,6929,84108,3845,84759,1432,5605,8323,5595,2261,4087,100532731,3716,81029,8312,3572,5296,8313,1855,4086,5594,6774,3265,4089,1856 NRAS,AKT2,RAF1,TCF3,PCGF6,KRAS,PCGF1,MAPK14,MAP2K2,FZD6,MAPK3,FGFR3,SMAD2,COMMD3-BMI1,JAK1,WNT5B,AXIN1,IL6ST,PIK3R2,AXIN2,DVL1,SMAD1,MAPK1,STAT3,HRAS,SMAD4,DVL2 M00131 Inositol phosphate metabolism, Ins(1,3,4,5)P4 => Ins(1,3,4)P3 => myo-inositol 0.163800576771387 -1.80910558637653 9 3 0.00261096605744125 1149 7161 3632,54928,3613 INPP5A,IMPAD1,IMPA2 M00078 Heparan sulfate degradation 0.163800576771387 -1.80910558637653 9 3 0.00261096605744125 1149 7161 2799,6448,4669 GNS,SGSH,NAGLU hsa_M00078 Heparan sulfate degradation 0.163800576771387 -1.80910558637653 9 3 0.00261096605744125 1149 7161 2799,6448,4669 GNS,SGSH,NAGLU hsa_M00131 Inositol phosphate metabolism, Ins(1,3,4,5)P4 => Ins(1,3,4)P3 => myo-inositol 0.163800576771387 -1.80910558637653 9 3 0.00261096605744125 1149 7161 3632,54928,3613 INPP5A,IMPAD1,IMPA2 hsa04010 MAPK signaling pathway 0.165577884803229 -1.79831359182324 255 47 0.040905134899913 1149 7161 4149,4763,5894,6195,5879,10912,8649,5532,1432,3925,5566,1399,2261,4775,5906,998,994,9020,1386,7040,5530,4893,7867,208,57551,9448,3845,8491,2002,5605,3304,5595,355,4216,782,8569,2768,23118,1845,4616,5534,5778,4217,5536,5594,409,3265 MAX,NF1,RAF1,RPS6KA1,RAC1,GADD45G,LAMTOR3,PPP3CB,MAPK14,STMN1,PRKACA,CRKL,FGFR3,NFATC3,RAP1A,CDC42,CDC25B,MAP3K14,ATF2,TGFB1,PPP3CA,NRAS,MAPKAPK3,AKT2,TAOK1,MAP4K4,KRAS,MAP4K3,ELK1,MAP2K2,HSPA1B,MAPK3,FAS,MAP3K4,CACNB1,MKNK1,GNA12,TAB2,DUSP3,GADD45B,PPP3R1,PTPN7,MAP3K5,PPP5C,MAPK1,ARRB2,HRAS ko04010 MAPK signaling pathway 0.165577884803229 -1.79831359182324 255 47 0.040905134899913 1149 7161 4149,4763,5894,6195,5879,10912,8649,5532,3925,5566,1432,1399,2261,5906,4775,998,994,9020,1386,7040,5530,4893,7867,208,9448,57551,8491,3845,2002,5605,3304,5595,355,4216,782,2768,8569,23118,1845,4616,5778,5534,5536,4217,5594,409,3265 MAX,NF1,RAF1,RPS6KA1,RAC1,GADD45G,LAMTOR3,PPP3CB,STMN1,PRKACA,MAPK14,CRKL,FGFR3,RAP1A,NFATC3,CDC42,CDC25B,MAP3K14,ATF2,TGFB1,PPP3CA,NRAS,MAPKAPK3,AKT2,MAP4K4,TAOK1,MAP4K3,KRAS,ELK1,MAP2K2,HSPA1B,MAPK3,FAS,MAP3K4,CACNB1,GNA12,MKNK1,TAB2,DUSP3,GADD45B,PTPN7,PPP3R1,PPP5C,MAP3K5,MAPK1,ARRB2,HRAS ko04072 Phospholipase D signaling pathway 0.165948542386181 -1.79607752430649 145 28 0.0243690165361184 1149 7161 9267,387,4893,7249,208,5894,10554,56894,3845,375,5605,6009,5595,23396,2778,7248,2768,6464,10555,5899,115,5296,1785,5781,2149,5594,3265,113 CYTH1,RHOA,NRAS,TSC2,AKT2,RAF1,AGPAT1,AGPAT3,KRAS,ARF1,MAP2K2,RHEB,MAPK3,PIP5K1C,GNAS,TSC1,GNA12,SHC1,AGPAT2,RALB,ADCY9,PIK3R2,DNM2,PTPN11,F2R,MAPK1,HRAS,ADCY7 hsa04072 Phospholipase D signaling pathway 0.165948542386181 -1.79607752430649 145 28 0.0243690165361184 1149 7161 9267,387,4893,7249,208,5894,10554,56894,3845,375,5605,6009,5595,23396,2778,7248,2768,6464,10555,5899,115,5296,1785,5781,2149,5594,3265,113 CYTH1,RHOA,NRAS,TSC2,AKT2,RAF1,AGPAT1,AGPAT3,KRAS,ARF1,MAP2K2,RHEB,MAPK3,PIP5K1C,GNAS,TSC1,GNA12,SHC1,AGPAT2,RALB,ADCY9,PIK3R2,DNM2,PTPN11,F2R,MAPK1,HRAS,ADCY7 hsa04146 Peroxisome 0.168169581229869 -1.78278239661013 83 17 0.0147954743255004 1149 7161 51703,2181,5827,2053,10654,1891,5052,847,390916,373156,5830,1384,51,25824,4358,23417,215 ACSL5,ACSL3,PXMP2,EPHX2,PMVK,ECH1,PRDX1,CAT,NUDT19,GSTK1,PEX5,CRAT,ACOX1,PRDX5,MPV17,MLYCD,ABCD1 ko04146 Peroxisome 0.168169581229869 -1.78278239661013 83 17 0.0147954743255004 1149 7161 51703,2181,5827,2053,10654,1891,5052,847,390916,373156,5830,1384,51,25824,4358,23417,215 ACSL5,ACSL3,PXMP2,EPHX2,PMVK,ECH1,PRDX1,CAT,NUDT19,GSTK1,PEX5,CRAT,ACOX1,PRDX5,MPV17,MLYCD,ABCD1 hsa_M00147 NADH dehydrogenase (ubiquinone) 1 beta subcomplex 0.17528703541606 -1.741330446344 14 4 0.00348128807658834 1149 7161 4715,4707,4712,4710 NDUFB9,NDUFB1,NDUFB6,NDUFB4 M00147 NADH dehydrogenase (ubiquinone) 1 beta subcomplex 0.17528703541606 -1.741330446344 14 4 0.00348128807658834 1149 7161 4715,4707,4712,4710 NDUFB9,NDUFB1,NDUFB6,NDUFB4 hsa00531 Glycosaminoglycan degradation 0.177427282605425 -1.72919442946898 19 5 0.00435161009573542 1149 7161 2799,6448,3073,4669,3074 GNS,SGSH,HEXA,NAGLU,HEXB ko00531 Glycosaminoglycan degradation 0.177427282605425 -1.72919442946898 19 5 0.00435161009573542 1149 7161 2799,6448,3073,4669,3074 GNS,SGSH,HEXA,NAGLU,HEXB hsa_M00385 Cul4-DDB1-DDB2 complex 0.18430210355817 -1.69117900059955 5 2 0.00174064403829417 1149 7161 9978,1642 RBX1,DDB1 M00383 ECV complex 0.18430210355817 -1.69117900059955 5 2 0.00174064403829417 1149 7161 9978,7428 RBX1,VHL M00380 SCF-BTRC complex 0.18430210355817 -1.69117900059955 5 2 0.00174064403829417 1149 7161 8454,9978 CUL1,RBX1 M00289 RF-C complex 0.18430210355817 -1.69117900059955 5 2 0.00174064403829417 1149 7161 5983,5982 RFC3,RFC2 hsa_M00380 SCF-BTRC complex 0.18430210355817 -1.69117900059955 5 2 0.00174064403829417 1149 7161 8454,9978 CUL1,RBX1 hsa_M00386 Cul4-DDB1-CSA complex 0.18430210355817 -1.69117900059955 5 2 0.00174064403829417 1149 7161 9978,1642 RBX1,DDB1 M00386 Cul4-DDB1-CSA complex 0.18430210355817 -1.69117900059955 5 2 0.00174064403829417 1149 7161 9978,1642 RBX1,DDB1 hsa_M00382 SCF-FBS complex 0.18430210355817 -1.69117900059955 5 2 0.00174064403829417 1149 7161 8454,9978 CUL1,RBX1 M00385 Cul4-DDB1-DDB2 complex 0.18430210355817 -1.69117900059955 5 2 0.00174064403829417 1149 7161 9978,1642 RBX1,DDB1 hsa_M00289 RF-C complex 0.18430210355817 -1.69117900059955 5 2 0.00174064403829417 1149 7161 5983,5982 RFC3,RFC2 hsa_M00383 ECV complex 0.18430210355817 -1.69117900059955 5 2 0.00174064403829417 1149 7161 9978,7428 RBX1,VHL M00382 SCF-FBS complex 0.18430210355817 -1.69117900059955 5 2 0.00174064403829417 1149 7161 8454,9978 CUL1,RBX1 hsa01230 Biosynthesis of amino acids 0.198351925192991 -1.61771242602912 74 15 0.0130548302872063 1149 7161 27430,2806,3419,5634,1431,7086,3420,6888,5315,5832,5223,4548,4144,5214,587 MAT2B,GOT2,IDH3A,PRPS2,CS,TKT,IDH3B,TALDO1,PKM,ALDH18A1,PGAM1,MTR,MAT2A,PFKP,BCAT2 ko01230 Biosynthesis of amino acids 0.198351925192991 -1.61771242602912 74 15 0.0130548302872063 1149 7161 27430,2806,3419,5634,1431,7086,3420,6888,5315,5832,5223,4548,4144,5214,587 MAT2B,GOT2,IDH3A,PRPS2,CS,TKT,IDH3B,TALDO1,PKM,ALDH18A1,PGAM1,MTR,MAT2A,PFKP,BCAT2 hsa05164 Influenza A 0.203775449065996 -1.59073663126955 172 32 0.0278503046127067 1149 7161 23586,10625,8480,5894,54205,3661,3267,440275,3337,1432,5296,57506,10898,1386,29107,208,27102,7416,5605,355,5595,3304,3836,3716,5371,6772,3838,148022,60,6041,5594,55916 DDX58,IVNS1ABP,RAE1,RAF1,CYCS,IRF3,AGFG1,EIF2AK4,DNAJB1,MAPK14,PIK3R2,MAVS,CPSF4,ATF2,NXT1,AKT2,EIF2AK1,VDAC1,MAP2K2,FAS,MAPK3,HSPA1B,KPNA1,JAK1,PML,STAT1,KPNA2,TICAM1,ACTB,RNASEL,MAPK1,NXT2 ko05164 Influenza A 0.203775449065996 -1.59073663126955 172 32 0.0278503046127067 1149 7161 23586,10625,8480,5894,54205,3661,3267,440275,3337,1432,5296,57506,10898,1386,29107,208,27102,7416,5605,355,5595,3304,3836,3716,5371,6772,3838,148022,60,6041,5594,55916 DDX58,IVNS1ABP,RAE1,RAF1,CYCS,IRF3,AGFG1,EIF2AK4,DNAJB1,MAPK14,PIK3R2,MAVS,CPSF4,ATF2,NXT1,AKT2,EIF2AK1,VDAC1,MAP2K2,FAS,MAPK3,HSPA1B,KPNA1,JAK1,PML,STAT1,KPNA2,TICAM1,ACTB,RNASEL,MAPK1,NXT2 hsa00670 One carbon pool by folate 0.207346667537083 -1.57336316409923 20 5 0.00435161009573542 1149 7161 2618,200895,10797,4548,471 GART,DHFR2,MTHFD2,MTR,ATIC ko00670 One carbon pool by folate 0.207346667537083 -1.57336316409923 20 5 0.00435161009573542 1149 7161 2618,10797,200895,4548,471 GART,MTHFD2,DHFR2,MTR,ATIC M00152 Cytochrome bc1 complex 0.207526268516056 -1.57249735206579 10 3 0.00261096605744125 1149 7161 7388,1537,29796 UQCRH,CYC1,UQCR10 hsa_M00152 Cytochrome bc1 complex 0.207526268516056 -1.57249735206579 10 3 0.00261096605744125 1149 7161 7388,1537,29796 UQCRH,CYC1,UQCR10 M00413 FA core complex 0.207526268516056 -1.57249735206579 10 3 0.00261096605744125 1149 7161 55120,2178,80233 FANCL,FANCE,FAAP100 hsa_M00413 FA core complex 0.207526268516056 -1.57249735206579 10 3 0.00261096605744125 1149 7161 55120,2178,80233 FANCL,FANCE,FAAP100 hsa05224 Breast cancer 0.215159802026355 -1.53637426170043 144 27 0.0234986945169713 1149 7161 4893,208,5894,1871,23401,3845,4041,4853,672,1452,5605,8323,5595,5925,6464,5728,8312,81029,5296,1869,8313,8648,1855,5594,1870,3265,1856 NRAS,AKT2,RAF1,E2F3,FRAT2,KRAS,LRP5,NOTCH2,BRCA1,CSNK1A1,MAP2K2,FZD6,MAPK3,RB1,SHC1,PTEN,AXIN1,WNT5B,PIK3R2,E2F1,AXIN2,NCOA1,DVL1,MAPK1,E2F2,HRAS,DVL2 ko05224 Breast cancer 0.215159802026355 -1.53637426170043 144 27 0.0234986945169713 1149 7161 4893,208,5894,1871,23401,3845,4041,4853,672,1452,5605,8323,5595,5925,6464,5728,8312,81029,5296,1869,8313,8648,1855,5594,1870,3265,1856 NRAS,AKT2,RAF1,E2F3,FRAT2,KRAS,LRP5,NOTCH2,BRCA1,CSNK1A1,MAP2K2,FZD6,MAPK3,RB1,SHC1,PTEN,AXIN1,WNT5B,PIK3R2,E2F1,AXIN2,NCOA1,DVL1,MAPK1,E2F2,HRAS,DVL2 hsa01212 Fatty acid metabolism 0.232172570401484 -1.46027434588872 48 10 0.00870322019147084 1149 7161 51703,60481,5538,51,2181,3032,51102,38,34,9524 ACSL5,ELOVL5,PPT1,ACOX1,ACSL3,HADHB,MECR,ACAT1,ACADM,TECR ko01212 Fatty acid metabolism 0.232172570401484 -1.46027434588872 48 10 0.00870322019147084 1149 7161 51703,60481,5538,51,2181,3032,51102,38,34,9524 ACSL5,ELOVL5,PPT1,ACOX1,ACSL3,HADHB,MECR,ACAT1,ACADM,TECR hsa00562 Inositol phosphate metabolism 0.240665177798189 -1.42434861521067 71 14 0.0121845082680592 1149 7161 8897,5728,9110,3632,54928,79837,9107,9562,200576,10423,5305,3613,55361,23396 MTMR3,PTEN,MTMR4,INPP5A,IMPAD1,PIP4K2C,MTMR6,MINPP1,PIKFYVE,CDIPT,PIP4K2A,IMPA2,PI4K2A,PIP5K1C ko00562 Inositol phosphate metabolism 0.240665177798189 -1.42434861521067 71 14 0.0121845082680592 1149 7161 8897,5728,9110,3632,54928,79837,9107,10423,200576,9562,5305,3613,23396,55361 MTMR3,PTEN,MTMR4,INPP5A,IMPAD1,PIP4K2C,MTMR6,CDIPT,PIKFYVE,MINPP1,PIP4K2A,IMPA2,PIP5K1C,PI4K2A hsa00440 Phosphonate and phosphinate metabolism 0.248267072801157 -1.39325020580866 6 2 0.00174064403829417 1149 7161 5833,56994 PCYT2,CHPT1 hsa_M00085 Fatty acid biosynthesis, elongation, mitochondria 0.248267072801157 -1.39325020580866 6 2 0.00174064403829417 1149 7161 3032,51102 HADHB,MECR hsa_M00285 MCM complex 0.248267072801157 -1.39325020580866 6 2 0.00174064403829417 1149 7161 4171,4174 MCM2,MCM5 hsa00750 Vitamin B6 metabolism 0.248267072801157 -1.39325020580866 6 2 0.00174064403829417 1149 7161 57026,8566 PDXP,PDXK M00284 Origin recognition complex 0.248267072801157 -1.39325020580866 6 2 0.00174064403829417 1149 7161 4998,23595 ORC1,ORC3 ko00440 Phosphonate and phosphinate metabolism 0.248267072801157 -1.39325020580866 6 2 0.00174064403829417 1149 7161 5833,56994 PCYT2,CHPT1 hsa_M00284 Origin recognition complex 0.248267072801157 -1.39325020580866 6 2 0.00174064403829417 1149 7161 4998,23595 ORC1,ORC3 M00085 Fatty acid biosynthesis, elongation, mitochondria 0.248267072801157 -1.39325020580866 6 2 0.00174064403829417 1149 7161 3032,51102 HADHB,MECR M00285 MCM complex 0.248267072801157 -1.39325020580866 6 2 0.00174064403829417 1149 7161 4171,4174 MCM2,MCM5 ko00750 Vitamin B6 metabolism 0.248267072801157 -1.39325020580866 6 2 0.00174064403829417 1149 7161 57026,8566 PDXP,PDXK M00404 COPII complex 0.253424181207173 -1.37269058862676 11 3 0.00261096605744125 1149 7161 22872,56681,9632 SEC31A,SAR1A,SEC24C hsa_M00404 COPII complex 0.253424181207173 -1.37269058862676 11 3 0.00261096605744125 1149 7161 22872,56681,9632 SEC31A,SAR1A,SEC24C ko04520 Adherens junction 0.25784019990287 -1.35541526617712 72 14 0.0121845082680592 1149 7161 4301,10163,5792,387,4087,7454,998,5879,1457,60,5594,4089,56288,5595 AFDN,WASF2,PTPRF,RHOA,SMAD2,WAS,CDC42,RAC1,CSNK2A1,ACTB,MAPK1,SMAD4,PARD3,MAPK3 hsa04520 Adherens junction 0.25784019990287 -1.35541526617712 72 14 0.0121845082680592 1149 7161 4301,10163,5792,387,4087,7454,998,5879,1457,60,5594,4089,56288,5595 AFDN,WASF2,PTPRF,RHOA,SMAD2,WAS,CDC42,RAC1,CSNK2A1,ACTB,MAPK1,SMAD4,PARD3,MAPK3 hsa04916 Melanogenesis 0.259604313072117 -1.34859667999084 101 19 0.0165361183637946 1149 7161 4893,5894,3845,5566,5605,8323,5595,805,2778,81029,115,1855,1385,2771,5594,3265,818,1856,113 NRAS,RAF1,KRAS,PRKACA,MAP2K2,FZD6,MAPK3,CALM2,GNAS,WNT5B,ADCY9,DVL1,CREB1,GNAI2,MAPK1,HRAS,CAMK2G,DVL2,ADCY7 ko04916 Melanogenesis 0.259604313072117 -1.34859667999084 101 19 0.0165361183637946 1149 7161 4893,5894,3845,5566,5605,8323,5595,805,2778,81029,115,1855,1385,2771,5594,3265,818,1856,113 NRAS,RAF1,KRAS,PRKACA,MAP2K2,FZD6,MAPK3,CALM2,GNAS,WNT5B,ADCY9,DVL1,CREB1,GNAI2,MAPK1,HRAS,CAMK2G,DVL2,ADCY7 hsa05221 Acute myeloid leukemia 0.260089853523203 -1.34672811719538 55 11 0.00957354221061793 1149 7161 4893,5894,208,5296,5371,3845,5594,6774,3265,5605,5595 NRAS,RAF1,AKT2,PIK3R2,PML,KRAS,MAPK1,STAT3,HRAS,MAP2K2,MAPK3 ko05221 Acute myeloid leukemia 0.260089853523203 -1.34672811719538 55 11 0.00957354221061793 1149 7161 4893,5894,208,5296,5371,3845,5594,6774,3265,5605,5595 NRAS,RAF1,AKT2,PIK3R2,PML,KRAS,MAPK1,STAT3,HRAS,MAP2K2,MAPK3 ko04659 Th17 cell differentiation 0.262183432838052 -1.33871089485837 107 20 0.0174064403829417 1149 7161 7040,5530,4773,5532,3594,1432,50615,5595,6257,3662,4775,4087,3716,3572,6778,5534,6772,6774,5594,4089 TGFB1,PPP3CA,NFATC2,PPP3CB,IL12RB1,MAPK14,IL21R,MAPK3,RXRB,IRF4,NFATC3,SMAD2,JAK1,IL6ST,STAT6,PPP3R1,STAT1,STAT3,MAPK1,SMAD4 hsa04659 Th17 cell differentiation 0.262183432838052 -1.33871089485837 107 20 0.0174064403829417 1149 7161 7040,5530,4773,5532,3594,1432,50615,5595,6257,3662,4775,4087,3716,3572,6778,5534,6772,6774,5594,4089 TGFB1,PPP3CA,NFATC2,PPP3CB,IL12RB1,MAPK14,IL21R,MAPK3,RXRB,IRF4,NFATC3,SMAD2,JAK1,IL6ST,STAT6,PPP3R1,STAT1,STAT3,MAPK1,SMAD4 hsa02010 ABC transporters 0.266644657081667 -1.32183837933235 44 9 0.00783289817232376 1149 7161 21,89845,6890,215,6891,23456,19,10057,4363 ABCA3,ABCC10,TAP1,ABCD1,TAP2,ABCB10,ABCA1,ABCC5,ABCC1 ko02010 ABC transporters 0.266644657081667 -1.32183837933235 44 9 0.00783289817232376 1149 7161 21,89845,6890,215,23456,6891,19,10057,4363 ABCA3,ABCC10,TAP1,ABCD1,ABCB10,TAP2,ABCA1,ABCC5,ABCC1 ko05160 Hepatitis C 0.270017393034516 -1.3092689034122 131 24 0.02088772845953 1149 7161 23586,5170,4893,208,5894,3845,27102,3661,440275,1432,5595,5515,3716,5296,6772,148022,949,6041,57506,6774,5594,975,55844,3265 DDX58,PDPK1,NRAS,AKT2,RAF1,KRAS,EIF2AK1,IRF3,EIF2AK4,MAPK14,MAPK3,PPP2CA,JAK1,PIK3R2,STAT1,TICAM1,SCARB1,RNASEL,MAVS,STAT3,MAPK1,CD81,PPP2R2D,HRAS hsa05160 Hepatitis C 0.270017393034516 -1.3092689034122 131 24 0.02088772845953 1149 7161 23586,5170,4893,208,5894,3845,27102,3661,440275,1432,5595,5515,3716,5296,6772,148022,949,6041,57506,6774,5594,975,55844,3265 DDX58,PDPK1,NRAS,AKT2,RAF1,KRAS,EIF2AK1,IRF3,EIF2AK4,MAPK14,MAPK3,PPP2CA,JAK1,PIK3R2,STAT1,TICAM1,SCARB1,RNASEL,MAVS,STAT3,MAPK1,CD81,PPP2R2D,HRAS hsa04310 Wnt signaling pathway 0.27281486807566 -1.29896185275437 143 26 0.0226283724978242 1149 7161 5530,387,9978,5879,85409,23401,1457,8454,4773,4041,5532,1452,5663,5566,8323,80319,4775,6477,8312,81029,5534,8313,1855,4089,818,1856 PPP3CA,RHOA,RBX1,RAC1,NKD2,FRAT2,CSNK2A1,CUL1,NFATC2,LRP5,PPP3CB,CSNK1A1,PSEN1,PRKACA,FZD6,CXXC4,NFATC3,SIAH1,AXIN1,WNT5B,PPP3R1,AXIN2,DVL1,SMAD4,CAMK2G,DVL2 ko04310 Wnt signaling pathway 0.27281486807566 -1.29896185275437 143 26 0.0226283724978242 1149 7161 5530,387,9978,5879,85409,23401,1457,8454,4773,4041,5532,1452,5663,5566,8323,80319,4775,6477,8312,81029,5534,8313,1855,4089,818,1856 PPP3CA,RHOA,RBX1,RAC1,NKD2,FRAT2,CSNK2A1,CUL1,NFATC2,LRP5,PPP3CB,CSNK1A1,PSEN1,PRKACA,FZD6,CXXC4,NFATC3,SIAH1,AXIN1,WNT5B,PPP3R1,AXIN2,DVL1,SMAD4,CAMK2G,DVL2 ko04922 Glucagon signaling pathway 0.274434902734197 -1.29304119466601 102 19 0.0165361183637946 1149 7161 5530,5564,208,5562,6513,3939,5532,5315,5140,5566,2778,805,5534,1385,5223,1386,5261,818,3945 PPP3CA,PRKAB1,AKT2,PRKAA1,SLC2A1,LDHA,PPP3CB,PKM,PDE3B,PRKACA,GNAS,CALM2,PPP3R1,CREB1,PGAM1,ATF2,PHKG2,CAMK2G,LDHB hsa04922 Glucagon signaling pathway 0.274434902734197 -1.29304119466601 102 19 0.0165361183637946 1149 7161 5530,5564,208,5562,6513,3939,5532,5315,5140,5566,2778,805,5534,1385,5223,1386,5261,818,3945 PPP3CA,PRKAB1,AKT2,PRKAA1,SLC2A1,LDHA,PPP3CB,PKM,PDE3B,PRKACA,GNAS,CALM2,PPP3R1,CREB1,PGAM1,ATF2,PHKG2,CAMK2G,LDHB hsa04012 ErbB signaling pathway 0.28231433231638 -1.26473417520492 85 16 0.0139251523063534 1149 7161 4893,4690,5894,208,3845,2002,5605,5595,1399,27,6464,5296,1027,5594,3265,818 NRAS,NCK1,RAF1,AKT2,KRAS,ELK1,MAP2K2,MAPK3,CRKL,ABL2,SHC1,PIK3R2,CDKN1B,MAPK1,HRAS,CAMK2G ko04012 ErbB signaling pathway 0.28231433231638 -1.26473417520492 85 16 0.0139251523063534 1149 7161 4893,4690,5894,208,3845,2002,5605,5595,27,1399,6464,5296,1027,5594,3265,818 NRAS,NCK1,RAF1,AKT2,KRAS,ELK1,MAP2K2,MAPK3,ABL2,CRKL,SHC1,PIK3R2,CDKN1B,MAPK1,HRAS,CAMK2G ko05132 Salmonella infection 0.28231433231638 -1.26473417520492 85 16 0.0139251523063534 1149 7161 10163,391,7454,998,10092,7879,5879,4627,3831,60,6093,1432,10552,5594,1783,5595 WASF2,RHOG,WAS,CDC42,ARPC5,RAB7A,RAC1,MYH9,KLC1,ACTB,ROCK1,MAPK14,ARPC1A,MAPK1,DYNC1LI2,MAPK3 hsa05132 Salmonella infection 0.28231433231638 -1.26473417520492 85 16 0.0139251523063534 1149 7161 10163,391,7454,998,10092,7879,5879,4627,3831,60,6093,1432,10552,5594,1783,5595 WASF2,RHOG,WAS,CDC42,ARPC5,RAB7A,RAC1,MYH9,KLC1,ACTB,ROCK1,MAPK14,ARPC1A,MAPK1,DYNC1LI2,MAPK3 M00181 RNA polymerase III, eukaryotes 0.285770681170745 -1.25256560387544 17 4 0.00348128807658834 1149 7161 84265,5441,5440,51728 POLR3GL,POLR2L,POLR2K,POLR3K hsa_M00181 RNA polymerase III, eukaryotes 0.285770681170745 -1.25256560387544 17 4 0.00348128807658834 1149 7161 84265,5441,5440,51728 POLR3GL,POLR2L,POLR2K,POLR3K M00151 Cytochrome bc1 complex respiratory unit 0.29517872647529 -1.22017425363821 2 1 0.000870322019147084 1149 7161 1537 CYC1 hsa_M00554 Nucleotide sugar biosynthesis, galactose => UDP-galactose 0.29517872647529 -1.22017425363821 2 1 0.000870322019147084 1149 7161 2584 GALK1 M00293 DNA polymerase zeta complex 0.29517872647529 -1.22017425363821 2 1 0.000870322019147084 1149 7161 10459 MAD2L2 hsa_M00151 Cytochrome bc1 complex respiratory unit 0.29517872647529 -1.22017425363821 2 1 0.000870322019147084 1149 7161 1537 CYC1 M00554 Nucleotide sugar biosynthesis, galactose => UDP-galactose 0.29517872647529 -1.22017425363821 2 1 0.000870322019147084 1149 7161 2584 GALK1 hsa_M00294 DNA polymerase gamma complex 0.29517872647529 -1.22017425363821 2 1 0.000870322019147084 1149 7161 11232 POLG2 hsa_M00293 DNA polymerase zeta complex 0.29517872647529 -1.22017425363821 2 1 0.000870322019147084 1149 7161 10459 MAD2L2 M00294 DNA polymerase gamma complex 0.29517872647529 -1.22017425363821 2 1 0.000870322019147084 1149 7161 11232 POLG2 M00087 beta-Oxidation 0.300530346644509 -1.20220654293599 12 3 0.00261096605744125 1149 7161 34,51,3032 ACADM,ACOX1,HADHB M00004 Pentose phosphate pathway (Pentose phosphate cycle) 0.300530346644509 -1.20220654293599 12 3 0.00261096605744125 1149 7161 2821,6888,7086 GPI,TALDO1,TKT hsa_M00087 beta-Oxidation 0.300530346644509 -1.20220654293599 12 3 0.00261096605744125 1149 7161 34,51,3032 ACADM,ACOX1,HADHB hsa_M00004 Pentose phosphate pathway (Pentose phosphate cycle) 0.300530346644509 -1.20220654293599 12 3 0.00261096605744125 1149 7161 2821,6888,7086 GPI,TALDO1,TKT ko04912 GnRH signaling pathway 0.301365793738072 -1.19943049047763 92 17 0.0147954743255004 1149 7161 4893,5894,3845,2002,5566,1432,5605,5595,805,4216,2778,998,115,5594,3265,818,113 NRAS,RAF1,KRAS,ELK1,PRKACA,MAPK14,MAP2K2,MAPK3,CALM2,MAP3K4,GNAS,CDC42,ADCY9,MAPK1,HRAS,CAMK2G,ADCY7 hsa04912 GnRH signaling pathway 0.301365793738072 -1.19943049047763 92 17 0.0147954743255004 1149 7161 4893,5894,3845,2002,5566,1432,5605,5595,805,4216,2778,998,115,5594,3265,818,113 NRAS,RAF1,KRAS,ELK1,PRKACA,MAPK14,MAP2K2,MAPK3,CALM2,MAP3K4,GNAS,CDC42,ADCY9,MAPK1,HRAS,CAMK2G,ADCY7 hsa_M00007 Pentose phosphate pathway, non-oxidative phase, fructose 6P => ribose 5P 0.312720160461096 -1.16244654438329 7 2 0.00174064403829417 1149 7161 6888,7086 TALDO1,TKT hsa_M00120 Coenzyme A biosynthesis, pantothenate => CoA 0.312720160461096 -1.16244654438329 7 2 0.00174064403829417 1149 7161 79717,60490 PPCS,PPCDC hsa_M00691 DNA damage-induced cell cycle checkpoints 0.312720160461096 -1.16244654438329 7 2 0.00174064403829417 1149 7161 994,11200 CDC25B,CHEK2 M00691 DNA damage-induced cell cycle checkpoints 0.312720160461096 -1.16244654438329 7 2 0.00174064403829417 1149 7161 994,11200 CDC25B,CHEK2 hsa_M00396 Lsm 2-8 complex 0.312720160461096 -1.16244654438329 7 2 0.00174064403829417 1149 7161 51691,11157 LSM8,LSM6 M00396 Lsm 2-8 complex 0.312720160461096 -1.16244654438329 7 2 0.00174064403829417 1149 7161 51691,11157 LSM8,LSM6 M00007 Pentose phosphate pathway, non-oxidative phase, fructose 6P => ribose 5P 0.312720160461096 -1.16244654438329 7 2 0.00174064403829417 1149 7161 6888,7086 TALDO1,TKT M00086 beta-Oxidation, acyl-CoA synthesis 0.312720160461096 -1.16244654438329 7 2 0.00174064403829417 1149 7161 51703,2181 ACSL5,ACSL3 M00120 Coenzyme A biosynthesis, pantothenate => CoA 0.312720160461096 -1.16244654438329 7 2 0.00174064403829417 1149 7161 79717,60490 PPCS,PPCDC hsa_M00086 beta-Oxidation, acyl-CoA synthesis 0.312720160461096 -1.16244654438329 7 2 0.00174064403829417 1149 7161 51703,2181 ACSL5,ACSL3 hsa04530 Tight junction 0.312865799952195 -1.16198093452966 170 30 0.0261096605744125 1149 7161 55114,5564,387,5879,10096,5562,7430,4627,5566,8189,51735,140465,4301,5515,4218,7408,7454,3308,5906,5111,998,3688,9181,60,6794,6093,4217,55844,103910,56288 ARHGAP17,PRKAB1,RHOA,RAC1,ACTR3,PRKAA1,EZR,MYH9,PRKACA,SYMPK,RAPGEF6,MYL6B,AFDN,PPP2CA,RAB8A,VASP,WAS,HSPA4,RAP1A,PCNA,CDC42,ITGB1,ARHGEF2,ACTB,STK11,ROCK1,MAP3K5,PPP2R2D,MYL12B,PARD3 ko04530 Tight junction 0.312865799952195 -1.16198093452966 170 30 0.0261096605744125 1149 7161 55114,5564,387,5879,10096,5562,7430,4627,5566,8189,51735,140465,4301,5515,4218,7408,7454,3308,5906,5111,998,3688,9181,60,6794,6093,4217,55844,103910,56288 ARHGAP17,PRKAB1,RHOA,RAC1,ACTR3,PRKAA1,EZR,MYH9,PRKACA,SYMPK,RAPGEF6,MYL6B,AFDN,PPP2CA,RAB8A,VASP,WAS,HSPA4,RAP1A,PCNA,CDC42,ITGB1,ARHGEF2,ACTB,STK11,ROCK1,MAP3K5,PPP2R2D,MYL12B,PARD3 ko04062 Chemokine signaling pathway 0.313130780780912 -1.16113434573765 182 32 0.0278503046127067 1149 7161 387,4893,5894,208,5879,7410,2788,3845,4067,5566,2309,2783,5595,7409,1399,5906,7454,156,998,6464,9844,5296,115,6772,6093,6774,5594,2771,409,3265,56288,113 RHOA,NRAS,RAF1,AKT2,RAC1,VAV2,GNG7,KRAS,LYN,PRKACA,FOXO3,GNB2,MAPK3,VAV1,CRKL,RAP1A,WAS,GRK2,CDC42,SHC1,ELMO1,PIK3R2,ADCY9,STAT1,ROCK1,STAT3,MAPK1,GNAI2,ARRB2,HRAS,PARD3,ADCY7 hsa04062 Chemokine signaling pathway 0.313130780780912 -1.16113434573765 182 32 0.0278503046127067 1149 7161 387,4893,5894,208,5879,7410,2788,3845,4067,5566,2309,2783,5595,7409,1399,5906,7454,156,998,6464,9844,5296,115,6772,6093,6774,5594,2771,409,3265,56288,113 RHOA,NRAS,RAF1,AKT2,RAC1,VAV2,GNG7,KRAS,LYN,PRKACA,FOXO3,GNB2,MAPK3,VAV1,CRKL,RAP1A,WAS,GRK2,CDC42,SHC1,ELMO1,PIK3R2,ADCY9,STAT1,ROCK1,STAT3,MAPK1,GNAI2,ARRB2,HRAS,PARD3,ADCY7 hsa04064 NF-kappa B signaling pathway 0.334736212973394 -1.09441248129817 94 17 0.0147954743255004 1149 7161 23586,7128,330,23118,4616,331,1457,596,148022,598,9020,7329,7188,4067,329,23085,8837 DDX58,TNFAIP3,BIRC3,TAB2,GADD45B,XIAP,CSNK2A1,BCL2,TICAM1,BCL2L1,MAP3K14,UBE2I,TRAF5,LYN,BIRC2,ERC1,CFLAR ko04064 NF-kappa B signaling pathway 0.334736212973394 -1.09441248129817 94 17 0.0147954743255004 1149 7161 23586,7128,330,23118,4616,331,1457,596,148022,598,9020,7329,7188,4067,329,23085,8837 DDX58,TNFAIP3,BIRC3,TAB2,GADD45B,XIAP,CSNK2A1,BCL2,TICAM1,BCL2L1,MAP3K14,UBE2I,TRAF5,LYN,BIRC2,ERC1,CFLAR ko04961 Endocrine and other factor-regulated calcium reabsorption 0.337258821505251 -1.08690462706735 47 9 0.00783289817232376 1149 7161 2778,476,115,1785,163,1212,5566,1175,8766 GNAS,ATP1A1,ADCY9,DNM2,AP2B1,CLTB,PRKACA,AP2S1,RAB11A hsa04961 Endocrine and other factor-regulated calcium reabsorption 0.337258821505251 -1.08690462706735 47 9 0.00783289817232376 1149 7161 2778,476,115,1785,163,1212,5566,1175,8766 GNAS,ATP1A1,ADCY9,DNM2,AP2B1,CLTB,PRKACA,AP2S1,RAB11A ko05152 Tuberculosis 0.337397165075667 -1.08649451117093 178 31 0.0269799825935596 1149 7161 1263,7040,5530,387,208,5894,7879,8625,535,23365,54205,5532,1432,5869,8772,5595,805,533,1520,3716,6772,5534,1054,23545,596,527,11151,1385,5594,9114,818 PLK3,TGFB1,PPP3CA,RHOA,AKT2,RAF1,RAB7A,RFXANK,ATP6V0A1,ARHGEF12,CYCS,PPP3CB,MAPK14,RAB5B,FADD,MAPK3,CALM2,ATP6V0B,CTSS,JAK1,STAT1,PPP3R1,CEBPG,ATP6V0A2,BCL2,ATP6V0C,CORO1A,CREB1,MAPK1,ATP6V0D1,CAMK2G hsa05152 Tuberculosis 0.337397165075667 -1.08649451117093 178 31 0.0269799825935596 1149 7161 1263,7040,5530,387,208,5894,7879,8625,535,23365,54205,5532,1432,5869,8772,5595,805,533,1520,3716,6772,5534,1054,23545,596,527,11151,1385,5594,9114,818 PLK3,TGFB1,PPP3CA,RHOA,AKT2,RAF1,RAB7A,RFXANK,ATP6V0A1,ARHGEF12,CYCS,PPP3CB,MAPK14,RAB5B,FADD,MAPK3,CALM2,ATP6V0B,CTSS,JAK1,STAT1,PPP3R1,CEBPG,ATP6V0A2,BCL2,ATP6V0C,CORO1A,CREB1,MAPK1,ATP6V0D1,CAMK2G hsa04924 Renin secretion 0.346091636152047 -1.06105169461942 65 12 0.010443864229765 1149 7161 2778,805,5530,2983,5534,84876,154,5532,1385,5566,5140,2771 GNAS,CALM2,PPP3CA,GUCY1B1,PPP3R1,ORAI1,ADRB2,PPP3CB,CREB1,PRKACA,PDE3B,GNAI2 ko04924 Renin secretion 0.346091636152047 -1.06105169461942 65 12 0.010443864229765 1149 7161 2778,805,5530,2983,5534,84876,154,5532,1385,5566,5140,2771 GNAS,CALM2,PPP3CA,GUCY1B1,PPP3R1,ORAI1,ADRB2,PPP3CB,CREB1,PRKACA,PDE3B,GNAI2 M00036 Leucine degradation, leucine => acetoacetate + acetyl-CoA 0.347996282203877 -1.05556348258692 13 3 0.00261096605744125 1149 7161 34,587,56922 ACADM,BCAT2,MCCC1 hsa_M00036 Leucine degradation, leucine => acetoacetate + acetyl-CoA 0.347996282203877 -1.05556348258692 13 3 0.00261096605744125 1149 7161 34,587,56922 ACADM,BCAT2,MCCC1 hsa_M00676 PI3K-Akt signaling 0.347996282203877 -1.05556348258692 13 3 0.00261096605744125 1149 7161 2309,208,5296 FOXO3,AKT2,PIK3R2 hsa_M00050 Guanine ribonucleotide biosynthesis IMP => GDP,GTP 0.347996282203877 -1.05556348258692 13 3 0.00261096605744125 1149 7161 3614,5315,2987 IMPDH1,PKM,GUK1 M00050 Guanine ribonucleotide biosynthesis IMP => GDP,GTP 0.347996282203877 -1.05556348258692 13 3 0.00261096605744125 1149 7161 3614,5315,2987 IMPDH1,PKM,GUK1 M00676 PI3K-Akt signaling 0.347996282203877 -1.05556348258692 13 3 0.00261096605744125 1149 7161 2309,208,5296 FOXO3,AKT2,PIK3R2 hsa05145 Toxoplasmosis 0.352637558519132 -1.04231449591874 113 20 0.0174064403829417 1149 7161 5170,7040,10105,330,208,331,54205,598,1432,329,3304,5595,3716,23118,3688,6772,596,6774,5594,2771 PDPK1,TGFB1,PPIF,BIRC3,AKT2,XIAP,CYCS,BCL2L1,MAPK14,BIRC2,HSPA1B,MAPK3,JAK1,TAB2,ITGB1,STAT1,BCL2,STAT3,MAPK1,GNAI2 ko05145 Toxoplasmosis 0.352637558519132 -1.04231449591874 113 20 0.0174064403829417 1149 7161 5170,7040,10105,330,208,331,54205,598,1432,329,3304,5595,3716,23118,3688,6772,596,6774,5594,2771 PDPK1,TGFB1,PPIF,BIRC3,AKT2,XIAP,CYCS,BCL2L1,MAPK14,BIRC2,HSPA1B,MAPK3,JAK1,TAB2,ITGB1,STAT1,BCL2,STAT3,MAPK1,GNAI2 hsa00280 Valine, leucine and isoleucine degradation 0.361509494836317 -1.01746697262086 48 9 0.00783289817232376 1149 7161 38,34,27034,4594,65985,223,3032,587,56922 ACAT1,ACADM,ACAD8,MUT,AACS,ALDH9A1,HADHB,BCAT2,MCCC1 ko00280 Valine, leucine and isoleucine degradation 0.361509494836317 -1.01746697262086 48 9 0.00783289817232376 1149 7161 38,34,27034,4594,65985,223,3032,587,56922 ACAT1,ACADM,ACAD8,MUT,AACS,ALDH9A1,HADHB,BCAT2,MCCC1 hsa04360 Axon guidance 0.362961708653178 -1.01345793608522 174 30 0.0261096605744125 1149 7161 5530,387,4893,10154,4690,5894,5879,23365,4773,3845,5532,5361,5595,1020,4775,998,3984,81029,1808,5296,3688,5534,5781,6093,5594,2771,3265,818,56288,1072 PPP3CA,RHOA,NRAS,PLXNC1,NCK1,RAF1,RAC1,ARHGEF12,NFATC2,KRAS,PPP3CB,PLXNA1,MAPK3,CDK5,NFATC3,CDC42,LIMK1,WNT5B,DPYSL2,PIK3R2,ITGB1,PPP3R1,PTPN11,ROCK1,MAPK1,GNAI2,HRAS,CAMK2G,PARD3,CFL1 ko04360 Axon guidance 0.362961708653178 -1.01345793608522 174 30 0.0261096605744125 1149 7161 5530,387,4893,10154,4690,5894,5879,23365,4773,3845,5532,5361,5595,1020,4775,998,3984,81029,1808,5296,3688,5534,5781,6093,5594,2771,3265,818,56288,1072 PPP3CA,RHOA,NRAS,PLXNC1,NCK1,RAF1,RAC1,ARHGEF12,NFATC2,KRAS,PPP3CB,PLXNA1,MAPK3,CDK5,NFATC3,CDC42,LIMK1,WNT5B,DPYSL2,PIK3R2,ITGB1,PPP3R1,PTPN11,ROCK1,MAPK1,GNAI2,HRAS,CAMK2G,PARD3,CFL1 hsa04923 Regulation of lipolysis in adipocytes 0.363842544220959 -1.01103407575269 54 10 0.00870322019147084 1149 7161 2778,208,5296,115,154,5566,5140,2771,51099,113 GNAS,AKT2,PIK3R2,ADCY9,ADRB2,PRKACA,PDE3B,GNAI2,ABHD5,ADCY7 hsa04371 Apelin signaling pathway 0.366674449744505 -1.00328088251314 138 24 0.02088772845953 1149 7161 5564,4893,208,5894,2788,5562,4205,3845,4209,8678,5140,5566,2783,5605,5595,805,4899,4087,115,2771,5594,4089,3265,113 PRKAB1,NRAS,AKT2,RAF1,GNG7,PRKAA1,MEF2A,KRAS,MEF2D,BECN1,PDE3B,PRKACA,GNB2,MAP2K2,MAPK3,CALM2,NRF1,SMAD2,ADCY9,GNAI2,MAPK1,SMAD4,HRAS,ADCY7 ko04350 TGF-beta signaling pathway 0.368676673864265 -0.997835241639083 84 15 0.0130548302872063 1149 7161 7040,5515,387,4087,5933,9978,1874,7027,8454,6093,4086,5594,57154,4089,5595 TGFB1,PPP2CA,RHOA,SMAD2,RBL1,RBX1,E2F4,TFDP1,CUL1,ROCK1,SMAD1,MAPK1,SMURF1,SMAD4,MAPK3 hsa04350 TGF-beta signaling pathway 0.368676673864265 -0.997835241639083 84 15 0.0130548302872063 1149 7161 7040,5515,387,4087,5933,9978,1874,7027,8454,6093,4086,5594,57154,4089,5595 TGFB1,PPP2CA,RHOA,SMAD2,RBL1,RBX1,E2F4,TFDP1,CUL1,ROCK1,SMAD1,MAPK1,SMURF1,SMAD4,MAPK3 hsa_M00001 Glycolysis (Embden-Meyerhof pathway), glucose => pyruvate 0.373022366825567 -0.986116896456327 25 5 0.00435161009573542 1149 7161 83440,2821,5315,5223,5214 ADPGK,GPI,PKM,PGAM1,PFKP hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 0.373022366825567 -0.986116896456327 25 5 0.00435161009573542 1149 7161 93183,23556,51604,9091,54872 PIGM,PIGN,PIGT,PIGQ,PIGG M00001 Glycolysis (Embden-Meyerhof pathway), glucose => pyruvate 0.373022366825567 -0.986116896456327 25 5 0.00435161009573542 1149 7161 83440,2821,5315,5223,5214 ADPGK,GPI,PKM,PGAM1,PFKP hsa00062 Fatty acid elongation 0.373022366825567 -0.986116896456327 25 5 0.00435161009573542 1149 7161 60481,9524,5538,3032,51102 ELOVL5,TECR,PPT1,HADHB,MECR ko00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 0.373022366825567 -0.986116896456327 25 5 0.00435161009573542 1149 7161 93183,23556,51604,9091,54872 PIGM,PIGN,PIGT,PIGQ,PIGG ko00062 Fatty acid elongation 0.373022366825567 -0.986116896456327 25 5 0.00435161009573542 1149 7161 60481,9524,5538,3032,51102 ELOVL5,TECR,PPT1,HADHB,MECR ko00740 Riboflavin metabolism 0.375859380555125 -0.978540193428459 8 2 0.00174064403829417 1149 7161 80308,53 FLAD1,ACP2 M00065 GPI-anchor biosynthesis, core oligosaccharide 0.375859380555125 -0.978540193428459 8 2 0.00174064403829417 1149 7161 93183,23556 PIGM,PIGN hsa00740 Riboflavin metabolism 0.375859380555125 -0.978540193428459 8 2 0.00174064403829417 1149 7161 80308,53 FLAD1,ACP2 hsa_M00065 GPI-anchor biosynthesis, core oligosaccharide 0.375859380555125 -0.978540193428459 8 2 0.00174064403829417 1149 7161 93183,23556 PIGM,PIGN ko00052 Galactose metabolism 0.37853768840946 -0.97143963798519 31 6 0.00522193211488251 1149 7161 2683,231,2584,7360,5214,8704 B4GALT1,AKR1B1,GALK1,UGP2,PFKP,B4GALT2 ko01523 Antifolate resistance 0.37853768840946 -0.97143963798519 31 6 0.00522193211488251 1149 7161 6573,2618,200895,471,4363,10057 SLC19A1,GART,DHFR2,ATIC,ABCC1,ABCC5 ko00512 Mucin type O-glycan biosynthesis 0.37853768840946 -0.97143963798519 31 6 0.00522193211488251 1149 7161 56913,6483,2590,55568,51809,9334 C1GALT1,ST3GAL2,GALNT2,GALNT10,GALNT7,B4GALT5 hsa00512 Mucin type O-glycan biosynthesis 0.37853768840946 -0.97143963798519 31 6 0.00522193211488251 1149 7161 56913,6483,2590,55568,51809,9334 C1GALT1,ST3GAL2,GALNT2,GALNT10,GALNT7,B4GALT5 hsa00052 Galactose metabolism 0.37853768840946 -0.97143963798519 31 6 0.00522193211488251 1149 7161 231,2683,2584,7360,5214,8704 AKR1B1,B4GALT1,GALK1,UGP2,PFKP,B4GALT2 hsa01523 Antifolate resistance 0.37853768840946 -0.97143963798519 31 6 0.00522193211488251 1149 7161 6573,2618,200895,471,4363,10057 SLC19A1,GART,DHFR2,ATIC,ABCC1,ABCC5 ko00330 Arginine and proline metabolism 0.385946318427255 -0.952056990620615 49 9 0.00783289817232376 1149 7161 6723,5832,4942,4953,51056,2806,112483,262,223 SRM,ALDH18A1,OAT,ODC1,LAP3,GOT2,SAT2,AMD1,ALDH9A1 hsa00330 Arginine and proline metabolism 0.385946318427255 -0.952056990620615 49 9 0.00783289817232376 1149 7161 6723,5832,4942,4953,51056,2806,112483,262,223 SRM,ALDH18A1,OAT,ODC1,LAP3,GOT2,SAT2,AMD1,ALDH9A1 hsa04070 Phosphatidylinositol signaling system 0.386226838116222 -0.951330418610359 97 17 0.0147954743255004 1149 7161 8760,79837,9107,51447,10423,5305,55361,23396,805,8897,3632,9110,5728,54928,5296,200576,3613 CDS2,PIP4K2C,MTMR6,IP6K2,CDIPT,PIP4K2A,PI4K2A,PIP5K1C,CALM2,MTMR3,INPP5A,MTMR4,PTEN,IMPAD1,PIK3R2,PIKFYVE,IMPA2 ko04070 Phosphatidylinositol signaling system 0.386226838116222 -0.951330418610359 97 17 0.0147954743255004 1149 7161 8760,79837,9107,51447,10423,5305,55361,23396,805,8897,3632,9110,5728,54928,5296,200576,3613 CDS2,PIP4K2C,MTMR6,IP6K2,CDIPT,PIP4K2A,PI4K2A,PIP5K1C,CALM2,MTMR3,INPP5A,MTMR4,PTEN,IMPAD1,PIK3R2,PIKFYVE,IMPA2 M00400 p97-Ufd1-Npl4 complex 0.408300621055039 -0.895751559582478 3 1 0.000870322019147084 1149 7161 55666 NPLOC4 hsa_M00400 p97-Ufd1-Npl4 complex 0.408300621055039 -0.895751559582478 3 1 0.000870322019147084 1149 7161 55666 NPLOC4 hsa_M00410 ESCRT-II complex 0.408300621055039 -0.895751559582478 3 1 0.000870322019147084 1149 7161 84313 VPS25 hsa_M00134 Polyamine biosynthesis, arginine => ornithine => putrescine 0.408300621055039 -0.895751559582478 3 1 0.000870322019147084 1149 7161 4953 ODC1 M00005 PRPP biosynthesis, ribose 5P => PRPP 0.408300621055039 -0.895751559582478 3 1 0.000870322019147084 1149 7161 5634 PRPS2 M00410 ESCRT-II complex 0.408300621055039 -0.895751559582478 3 1 0.000870322019147084 1149 7161 84313 VPS25 M00134 Polyamine biosynthesis, arginine => ornithine => putrescine 0.408300621055039 -0.895751559582478 3 1 0.000870322019147084 1149 7161 4953 ODC1 hsa_M00118 Glutathione biosynthesis, glutamate => glutathione 0.408300621055039 -0.895751559582478 3 1 0.000870322019147084 1149 7161 2730 GCLM M00118 Glutathione biosynthesis, glutamate => glutathione 0.408300621055039 -0.895751559582478 3 1 0.000870322019147084 1149 7161 2730 GCLM hsa_M00005 PRPP biosynthesis, ribose 5P => PRPP 0.408300621055039 -0.895751559582478 3 1 0.000870322019147084 1149 7161 5634 PRPS2 ko04933 AGE-RAGE signaling pathway in diabetic complications 0.421100012982971 -0.864884912983167 99 17 0.0147954743255004 1149 7161 7040,4893,208,5879,3845,1432,5595,4087,998,5296,6772,1027,596,6774,5594,3265,4089 TGFB1,NRAS,AKT2,RAC1,KRAS,MAPK14,MAPK3,SMAD2,CDC42,PIK3R2,STAT1,CDKN1B,BCL2,STAT3,MAPK1,HRAS,SMAD4 hsa04933 AGE-RAGE signaling pathway in diabetic complications 0.421100012982971 -0.864884912983167 99 17 0.0147954743255004 1149 7161 7040,4893,208,5879,3845,1432,5595,4087,998,5296,6772,1027,596,6774,5594,3265,4089 TGFB1,NRAS,AKT2,RAC1,KRAS,MAPK14,MAPK3,SMAD2,CDC42,PIK3R2,STAT1,CDKN1B,BCL2,STAT3,MAPK1,HRAS,SMAD4 hsa_M00135 GABA biosynthesis, eukaryotes, putrescine => GABA 0.436447610209044 -0.829086933336347 9 2 0.00174064403829417 1149 7161 112483,223 SAT2,ALDH9A1 hsa_M00361 Nucleotide sugar biosynthesis, eukaryotes 0.436447610209044 -0.829086933336347 9 2 0.00174064403829417 1149 7161 7360,6675 UGP2,UAP1 M00361 Nucleotide sugar biosynthesis, eukaryotes 0.436447610209044 -0.829086933336347 9 2 0.00174064403829417 1149 7161 7360,6675 UGP2,UAP1 M00135 GABA biosynthesis, eukaryotes, putrescine => GABA 0.436447610209044 -0.829086933336347 9 2 0.00174064403829417 1149 7161 112483,223 SAT2,ALDH9A1 hsa03022 Basal transcription factors 0.436735449810324 -0.828427645210213 45 8 0.00696257615317668 1149 7161 6873,9519,27097,10629,6883,2966,6878,2962 TAF2,TBPL1,TAF5L,TAF6L,TAF12,GTF2H2,TAF6,GTF2F1 ko03022 Basal transcription factors 0.436735449810324 -0.828427645210213 45 8 0.00696257615317668 1149 7161 6873,9519,27097,10629,6883,2966,6878,2962 TAF2,TBPL1,TAF5L,TAF6L,TAF12,GTF2H2,TAF6,GTF2F1 hsa00603 Glycosphingolipid biosynthesis - globo and isoglobo series 0.441240206868378 -0.818165865046922 15 3 0.00261096605744125 1149 7161 6483,3073,3074 ST3GAL2,HEXA,HEXB hsa00604 Glycosphingolipid biosynthesis - ganglio series 0.441240206868378 -0.818165865046922 15 3 0.00261096605744125 1149 7161 6483,3073,3074 ST3GAL2,HEXA,HEXB ko00604 Glycosphingolipid biosynthesis - ganglio series 0.441240206868378 -0.818165865046922 15 3 0.00261096605744125 1149 7161 6483,3073,3074 ST3GAL2,HEXA,HEXB hsa04540 Gap junction 0.443122162572422 -0.81390978493786 88 15 0.0130548302872063 1149 7161 2778,4893,2983,5894,115,3845,5594,2771,5566,3265,5605,1453,203068,5595,113 GNAS,NRAS,GUCY1B1,RAF1,ADCY9,KRAS,MAPK1,GNAI2,PRKACA,HRAS,MAP2K2,CSNK1D,TUBB,MAPK3,ADCY7 ko04540 Gap junction 0.443122162572422 -0.81390978493786 88 15 0.0130548302872063 1149 7161 2778,4893,2983,5894,115,3845,5594,2771,5566,3265,5605,1453,203068,5595,113 GNAS,NRAS,GUCY1B1,RAF1,ADCY9,KRAS,MAPK1,GNAI2,PRKACA,HRAS,MAP2K2,CSNK1D,TUBB,MAPK3,ADCY7 hsa04622 RIG-I-like receptor signaling pathway 0.450635502391261 -0.797096464937095 70 12 0.010443864229765 1149 7161 55593,23586,1540,5300,10010,80143,3661,57506,64343,1432,8772,9636 OTUD5,DDX58,CYLD,PIN1,TANK,SIKE1,IRF3,MAVS,AZI2,MAPK14,FADD,ISG15 ko04622 RIG-I-like receptor signaling pathway 0.450635502391261 -0.797096464937095 70 12 0.010443864229765 1149 7161 55593,23586,1540,5300,10010,80143,3661,57506,64343,1432,8772,9636 OTUD5,DDX58,CYLD,PIN1,TANK,SIKE1,IRF3,MAVS,AZI2,MAPK14,FADD,ISG15 hsa04066 HIF-1 signaling pathway 0.456083921796105 -0.785078447374309 101 17 0.0147954743255004 1149 7161 9978,208,7428,6513,3939,5209,5605,7037,5595,8569,5296,1027,596,5594,6774,818,54583 RBX1,AKT2,VHL,SLC2A1,LDHA,PFKFB3,MAP2K2,TFRC,MAPK3,MKNK1,PIK3R2,CDKN1B,BCL2,MAPK1,STAT3,CAMK2G,EGLN1 hsa04650 Natural killer cell mediated cytotoxicity 0.459113204229117 -0.778458467022895 132 22 0.0191470844212359 1149 7161 5530,4893,5894,3133,5879,7410,4773,3845,5532,3384,5605,3105,5595,355,7409,3106,6464,5296,5534,5781,5594,3265 PPP3CA,NRAS,RAF1,HLA-E,RAC1,VAV2,NFATC2,KRAS,PPP3CB,ICAM2,MAP2K2,HLA-A,MAPK3,FAS,VAV1,HLA-B,SHC1,PIK3R2,PPP3R1,PTPN11,MAPK1,HRAS ko04650 Natural killer cell mediated cytotoxicity 0.459113204229117 -0.778458467022895 132 22 0.0191470844212359 1149 7161 5530,4893,5894,3133,5879,7410,4773,3845,5532,3384,5605,3105,5595,355,7409,3106,6464,5296,5534,5781,5594,3265 PPP3CA,NRAS,RAF1,HLA-E,RAC1,VAV2,NFATC2,KRAS,PPP3CB,ICAM2,MAP2K2,HLA-A,MAPK3,FAS,VAV1,HLA-B,SHC1,PIK3R2,PPP3R1,PTPN11,MAPK1,HRAS ko04130 SNARE interactions in vesicular transport 0.470291420448718 -0.754402732917675 34 6 0.00522193211488251 1149 7161 8675,9527,9342,8773,53407,143187 STX16,GOSR1,SNAP29,SNAP23,STX18,VTI1A hsa04130 SNARE interactions in vesicular transport 0.470291420448718 -0.754402732917675 34 6 0.00522193211488251 1149 7161 8675,9527,9342,8773,53407,143187 STX16,GOSR1,SNAP29,SNAP23,STX18,VTI1A M00689 MAPK (p38) signaling 0.479835670724418 -0.734311586353713 22 4 0.00348128807658834 1149 7161 4216,4217,1432,57551 MAP3K4,MAP3K5,MAPK14,TAOK1 hsa_M00689 MAPK (p38) signaling 0.479835670724418 -0.734311586353713 22 4 0.00348128807658834 1149 7161 4216,4217,1432,57551 MAP3K4,MAP3K5,MAPK14,TAOK1 hsa_M00681 Activin signaling 0.493677945629814 -0.705871906317691 10 2 0.00174064403829417 1149 7161 4087,4089 SMAD2,SMAD4 hsa_M00095 C5 isoprenoid biosynthesis, mevalonate pathway 0.493677945629814 -0.705871906317691 10 2 0.00174064403829417 1149 7161 38,10654 ACAT1,PMVK ko00920 Sulfur metabolism 0.493677945629814 -0.705871906317691 10 2 0.00174064403829417 1149 7161 54205,54928 CYCS,IMPAD1 M00681 Activin signaling 0.493677945629814 -0.705871906317691 10 2 0.00174064403829417 1149 7161 4087,4089 SMAD2,SMAD4 hsa00072 Synthesis and degradation of ketone bodies 0.493677945629814 -0.705871906317691 10 2 0.00174064403829417 1149 7161 38,622 ACAT1,BDH1 M00095 C5 isoprenoid biosynthesis, mevalonate pathway 0.493677945629814 -0.705871906317691 10 2 0.00174064403829417 1149 7161 38,10654 ACAT1,PMVK hsa00920 Sulfur metabolism 0.493677945629814 -0.705871906317691 10 2 0.00174064403829417 1149 7161 54205,54928 CYCS,IMPAD1 ko00072 Synthesis and degradation of ketone bodies 0.493677945629814 -0.705871906317691 10 2 0.00174064403829417 1149 7161 38,622 ACAT1,BDH1 ko05020 Prion diseases 0.500140140525468 -0.692866938780406 35 6 0.00522193211488251 1149 7161 2002,5594,5566,5605,5595,5621 ELK1,MAPK1,PRKACA,MAP2K2,MAPK3,PRNP hsa05020 Prion diseases 0.500140140525468 -0.692866938780406 35 6 0.00522193211488251 1149 7161 2002,5594,5566,5605,5595,5621 ELK1,MAPK1,PRKACA,MAP2K2,MAPK3,PRNP M00632 Galactose degradation, Leloir pathway, galactose => alpha-D-glucose-1P 0.503280026813802 -0.686608550442264 4 1 0.000870322019147084 1149 7161 2584 GALK1 hsa_M00263 DNA polymerase epsilon complex 0.503280026813802 -0.686608550442264 4 1 0.000870322019147084 1149 7161 5426 POLE hsa00290 Valine, leucine and isoleucine biosynthesis 0.503280026813802 -0.686608550442264 4 1 0.000870322019147084 1149 7161 587 BCAT2 hsa_M00741 Propanoyl-CoA metabolism, propanoyl-CoA => succinyl-CoA 0.503280026813802 -0.686608550442264 4 1 0.000870322019147084 1149 7161 4594 MUT M00015 Proline biosynthesis, glutamate => proline 0.503280026813802 -0.686608550442264 4 1 0.000870322019147084 1149 7161 5832 ALDH18A1 ko00471 D-Glutamine and D-glutamate metabolism 0.503280026813802 -0.686608550442264 4 1 0.000870322019147084 1149 7161 2746 GLUD1 hsa00471 D-Glutamine and D-glutamate metabolism 0.503280026813802 -0.686608550442264 4 1 0.000870322019147084 1149 7161 2746 GLUD1 ko00290 Valine, leucine and isoleucine biosynthesis 0.503280026813802 -0.686608550442264 4 1 0.000870322019147084 1149 7161 587 BCAT2 hsa_M00425 H/ACA ribonucleoprotein complex 0.503280026813802 -0.686608550442264 4 1 0.000870322019147084 1149 7161 54433 GAR1 hsa_M00015 Proline biosynthesis, glutamate => proline 0.503280026813802 -0.686608550442264 4 1 0.000870322019147084 1149 7161 5832 ALDH18A1 hsa_M00632 Galactose degradation, Leloir pathway, galactose => alpha-D-glucose-1P 0.503280026813802 -0.686608550442264 4 1 0.000870322019147084 1149 7161 2584 GALK1 M00263 DNA polymerase epsilon complex 0.503280026813802 -0.686608550442264 4 1 0.000870322019147084 1149 7161 5426 POLE M00741 Propanoyl-CoA metabolism, propanoyl-CoA => succinyl-CoA 0.503280026813802 -0.686608550442264 4 1 0.000870322019147084 1149 7161 4594 MUT M00425 H/ACA ribonucleoprotein complex 0.503280026813802 -0.686608550442264 4 1 0.000870322019147084 1149 7161 54433 GAR1 hsa04510 Focal adhesion 0.512708137111024 -0.668048529222222 198 32 0.0278503046127067 1149 7161 4659,5894,5879,7410,331,3693,329,23396,7409,1399,824,7408,5906,6464,3696,998,5728,5296,54776,596,5170,387,330,208,2002,5595,3688,60,6093,5594,103910,3265 PPP1R12A,RAF1,RAC1,VAV2,XIAP,ITGB5,BIRC2,PIP5K1C,VAV1,CRKL,CAPN2,VASP,RAP1A,SHC1,ITGB8,CDC42,PTEN,PIK3R2,PPP1R12C,BCL2,PDPK1,RHOA,BIRC3,AKT2,ELK1,MAPK3,ITGB1,ACTB,ROCK1,MAPK1,MYL12B,HRAS ko04510 Focal adhesion 0.512708137111024 -0.668048529222222 198 32 0.0278503046127067 1149 7161 4659,5894,5879,7410,331,3693,329,23396,7409,1399,824,7408,5906,6464,3696,998,5728,5296,54776,596,5170,387,330,208,2002,5595,3688,60,6093,5594,103910,3265 PPP1R12A,RAF1,RAC1,VAV2,XIAP,ITGB5,BIRC2,PIP5K1C,VAV1,CRKL,CAPN2,VASP,RAP1A,SHC1,ITGB8,CDC42,PTEN,PIK3R2,PPP1R12C,BCL2,PDPK1,RHOA,BIRC3,AKT2,ELK1,MAPK3,ITGB1,ACTB,ROCK1,MAPK1,MYL12B,HRAS ko00515 Mannose type O-glycan biosynthesis 0.516690219577321 -0.660311772497291 23 4 0.00348128807658834 1149 7161 2683,10329,8703,8704 B4GALT1,RXYLT1,B4GALT3,B4GALT2 hsa00515 Mannose type O-glycan biosynthesis 0.516690219577321 -0.660311772497291 23 4 0.00348128807658834 1149 7161 2683,10329,8703,8704 B4GALT1,RXYLT1,B4GALT3,B4GALT2 ko04658 Th1 and Th2 cell differentiation 0.517151423601583 -0.659419558379395 92 15 0.0130548302872063 1149 7161 5530,4775,3716,6778,6772,5534,4773,4853,3594,3516,5532,9794,1432,5594,5595 PPP3CA,NFATC3,JAK1,STAT6,STAT1,PPP3R1,NFATC2,NOTCH2,IL12RB1,RBPJ,PPP3CB,MAML1,MAPK14,MAPK1,MAPK3 hsa04658 Th1 and Th2 cell differentiation 0.517151423601583 -0.659419558379395 92 15 0.0130548302872063 1149 7161 5530,4775,3716,6778,6772,5534,4773,4853,3594,3516,5532,9794,1432,5594,5595 PPP3CA,NFATC3,JAK1,STAT6,STAT1,PPP3R1,NFATC2,NOTCH2,IL12RB1,RBPJ,PPP3CB,MAML1,MAPK14,MAPK1,MAPK3 hsa00360 Phenylalanine metabolism 0.528836103367081 -0.637076718631737 17 3 0.00261096605744125 1149 7161 4282,221,2806 MIF,ALDH3B1,GOT2 ko00360 Phenylalanine metabolism 0.528836103367081 -0.637076718631737 17 3 0.00261096605744125 1149 7161 4282,221,2806 MIF,ALDH3B1,GOT2 ko00030 Pentose phosphate pathway 0.53948674792292 -0.61713705821322 30 5 0.00435161009573542 1149 7161 2821,6888,5634,5214,7086 GPI,TALDO1,PRPS2,PFKP,TKT hsa00030 Pentose phosphate pathway 0.53948674792292 -0.61713705821322 30 5 0.00435161009573542 1149 7161 2821,6888,5634,5214,7086 GPI,TALDO1,PRPS2,PFKP,TKT hsa04621 NOD-like receptor signaling pathway 0.543009532265244 -0.610628404385998 169 27 0.0234986945169713 1149 7161 387,7295,330,7128,140609,7417,331,55914,3661,598,7416,1432,329,8772,5595,9927,3716,23118,10010,6772,148022,596,57506,6041,5594,7188,3428 RHOA,TXN,BIRC3,TNFAIP3,NEK7,VDAC2,XIAP,ERBIN,IRF3,BCL2L1,VDAC1,MAPK14,BIRC2,FADD,MAPK3,MFN2,JAK1,TAB2,TANK,STAT1,TICAM1,BCL2,MAVS,RNASEL,MAPK1,TRAF5,IFI16 ko04621 NOD-like receptor signaling pathway 0.543009532265244 -0.610628404385998 169 27 0.0234986945169713 1149 7161 387,7295,330,7128,140609,7417,331,55914,3661,598,7416,1432,329,8772,5595,9927,3716,23118,10010,6772,148022,596,57506,6041,5594,7188,3428 RHOA,TXN,BIRC3,TNFAIP3,NEK7,VDAC2,XIAP,ERBIN,IRF3,BCL2L1,VDAC1,MAPK14,BIRC2,FADD,MAPK3,MFN2,JAK1,TAB2,TANK,STAT1,TICAM1,BCL2,MAVS,RNASEL,MAPK1,TRAF5,IFI16 ko04261 Adrenergic signaling in cardiomyocytes 0.545399790778744 -0.606236192181387 144 23 0.0200174064403829 1149 7161 208,154,3784,1432,5566,5595,1390,2778,5515,805,782,476,5525,488,115,596,1385,5594,1386,2771,55844,818,113 AKT2,ADRB2,KCNQ1,MAPK14,PRKACA,MAPK3,CREM,GNAS,PPP2CA,CALM2,CACNB1,ATP1A1,PPP2R5A,ATP2A2,ADCY9,BCL2,CREB1,MAPK1,ATF2,GNAI2,PPP2R2D,CAMK2G,ADCY7 hsa04261 Adrenergic signaling in cardiomyocytes 0.545399790778744 -0.606236192181387 144 23 0.0200174064403829 1149 7161 208,154,3784,1432,5566,5595,1390,2778,5515,805,782,476,5525,488,115,596,1385,5594,1386,2771,55844,818,113 AKT2,ADRB2,KCNQ1,MAPK14,PRKACA,MAPK3,CREM,GNAS,PPP2CA,CALM2,CACNB1,ATP1A1,PPP2R5A,ATP2A2,ADCY9,BCL2,CREB1,MAPK1,ATF2,GNAI2,PPP2R2D,CAMK2G,ADCY7 ko00130 Ubiquinone and other terpenoid-quinone biosynthesis 0.547067671060098 -0.60318277112223 11 2 0.00174064403829417 1149 7161 79001,1728 VKORC1,NQO1 M00101 Cholesterol biosynthesis, squalene 2,3-epoxide => cholesterol 0.547067671060098 -0.60318277112223 11 2 0.00174064403829417 1149 7161 50814,10682 NSDHL,EBP hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 0.547067671060098 -0.60318277112223 11 2 0.00174064403829417 1149 7161 79001,1728 VKORC1,NQO1 hsa_M00101 Cholesterol biosynthesis, squalene 2,3-epoxide => cholesterol 0.547067671060098 -0.60318277112223 11 2 0.00174064403829417 1149 7161 50814,10682 NSDHL,EBP hsa04977 Vitamin digestion and absorption 0.55227437592459 -0.593710298362965 24 4 0.00348128807658834 1149 7161 25974,6573,949,4363 MMACHC,SLC19A1,SCARB1,ABCC1 ko04977 Vitamin digestion and absorption 0.55227437592459 -0.593710298362965 24 4 0.00348128807658834 1149 7161 25974,6573,949,4363 MMACHC,SLC19A1,SCARB1,ABCC1 hsa04971 Gastric acid secretion 0.553304212798144 -0.591847315157765 75 12 0.010443864229765 1149 7161 2778,805,476,115,7430,6522,60,3784,2771,5566,818,113 GNAS,CALM2,ATP1A1,ADCY9,EZR,SLC4A2,ACTB,KCNQ1,GNAI2,PRKACA,CAMK2G,ADCY7 ko04971 Gastric acid secretion 0.553304212798144 -0.591847315157765 75 12 0.010443864229765 1149 7161 2778,805,476,115,7430,6522,60,3784,2771,5566,818,113 GNAS,CALM2,ATP1A1,ADCY9,EZR,SLC4A2,ACTB,KCNQ1,GNAI2,PRKACA,CAMK2G,ADCY7 ko04960 Aldosterone-regulated sodium reabsorption 0.557884779117856 -0.583602826958723 37 6 0.00522193211488251 1149 7161 5170,3845,476,5594,5296,5595 PDPK1,KRAS,ATP1A1,MAPK1,PIK3R2,MAPK3 hsa04960 Aldosterone-regulated sodium reabsorption 0.557884779117856 -0.583602826958723 37 6 0.00522193211488251 1149 7161 5170,3845,476,5594,5296,5595 PDPK1,KRAS,ATP1A1,MAPK1,PIK3R2,MAPK3 hsa00770 Pantothenate and CoA biosynthesis 0.569650952260027 -0.562731470181327 18 3 0.00261096605744125 1149 7161 79717,60490,587 PPCS,PPCDC,BCAT2 ko00770 Pantothenate and CoA biosynthesis 0.569650952260027 -0.562731470181327 18 3 0.00261096605744125 1149 7161 79717,60490,587 PPCS,PPCDC,BCAT2 ko00410 beta-Alanine metabolism 0.57043849013705 -0.561349932956268 31 5 0.00435161009573542 1149 7161 23417,6723,221,34,223 MLYCD,SRM,ALDH3B1,ACADM,ALDH9A1 hsa00410 beta-Alanine metabolism 0.57043849013705 -0.561349932956268 31 5 0.00435161009573542 1149 7161 6723,23417,221,34,223 SRM,MLYCD,ALDH3B1,ACADM,ALDH9A1 ko00071 Fatty acid degradation 0.573477323608245 -0.556036883546248 44 7 0.00609225413402959 1149 7161 38,51703,34,51,2181,223,3032 ACAT1,ACSL5,ACADM,ACOX1,ACSL3,ALDH9A1,HADHB hsa00071 Fatty acid degradation 0.573477323608245 -0.556036883546248 44 7 0.00609225413402959 1149 7161 38,51703,34,51,2181,223,3032 ACAT1,ACSL5,ACADM,ACOX1,ACSL3,ALDH9A1,HADHB ko04668 TNF signaling pathway 0.575650653630829 -0.55225430639741 108 17 0.0147954743255004 1149 7161 7128,330,208,1432,329,8772,5595,355,8837,23118,5296,4217,9020,1385,1386,5594,7188 TNFAIP3,BIRC3,AKT2,MAPK14,BIRC2,FADD,MAPK3,FAS,CFLAR,TAB2,PIK3R2,MAP3K5,MAP3K14,CREB1,ATF2,MAPK1,TRAF5 hsa04668 TNF signaling pathway 0.575650653630829 -0.55225430639741 108 17 0.0147954743255004 1149 7161 7128,330,208,1432,329,8772,5595,355,8837,23118,5296,4217,9020,1385,1386,5594,7188 TNFAIP3,BIRC3,AKT2,MAPK14,BIRC2,FADD,MAPK3,FAS,CFLAR,TAB2,PIK3R2,MAP3K5,MAP3K14,CREB1,ATF2,MAPK1,TRAF5 M00405 THC complex 0.583024507630095 -0.539526056413815 5 1 0.000870322019147084 1149 7161 9984 THOC1 hsa00400 Phenylalanine, tyrosine and tryptophan biosynthesis 0.583024507630095 -0.539526056413815 5 1 0.000870322019147084 1149 7161 2806 GOT2 hsa_M00405 THC complex 0.583024507630095 -0.539526056413815 5 1 0.000870322019147084 1149 7161 9984 THOC1 M00057 Glycosaminoglycan biosynthesis, linkage tetrasaccharide 0.583024507630095 -0.539526056413815 5 1 0.000870322019147084 1149 7161 126792 B3GALT6 hsa_M00057 Glycosaminoglycan biosynthesis, linkage tetrasaccharide 0.583024507630095 -0.539526056413815 5 1 0.000870322019147084 1149 7161 126792 B3GALT6 ko00400 Phenylalanine, tyrosine and tryptophan biosynthesis 0.583024507630095 -0.539526056413815 5 1 0.000870322019147084 1149 7161 2806 GOT2 hsa_M00002 Glycolysis, core module involving three-carbon compounds 0.596375135949098 -0.516885387186809 12 2 0.00174064403829417 1149 7161 5315,5223 PKM,PGAM1 M00002 Glycolysis, core module involving three-carbon compounds 0.596375135949098 -0.516885387186809 12 2 0.00174064403829417 1149 7161 5315,5223 PKM,PGAM1 hsa05416 Viral myocarditis 0.599299979510836 -0.511993005706491 58 9 0.00783289817232376 1149 7161 27,3106,3133,5879,54205,60,6443,1982,3105 ABL2,HLA-B,HLA-E,RAC1,CYCS,ACTB,SGCB,EIF4G2,HLA-A ko00051 Fructose and mannose metabolism 0.628899580966786 -0.46378368372836 33 5 0.00435161009573542 1149 7161 5209,231,57103,7264,5214 PFKFB3,AKR1B1,TIGAR,TSTA3,PFKP hsa00051 Fructose and mannose metabolism 0.628899580966786 -0.46378368372836 33 5 0.00435161009573542 1149 7161 231,5209,57103,7264,5214 AKR1B1,PFKFB3,TIGAR,TSTA3,PFKP hsa04725 Cholinergic synapse 0.639309277683462 -0.447366939061571 112 17 0.0147954743255004 1149 7161 4893,208,2788,3845,3784,5566,2783,5595,115,5296,596,1385,5594,2771,3265,818,113 NRAS,AKT2,GNG7,KRAS,KCNQ1,PRKACA,GNB2,MAPK3,ADCY9,PIK3R2,BCL2,CREB1,MAPK1,GNAI2,HRAS,CAMK2G,ADCY7 hsa_M00415 Fatty acid biosynthesis, elongation, endoplasmic reticulum 0.641534927531051 -0.443891649750698 13 2 0.00174064403829417 1149 7161 60481,9524 ELOVL5,TECR hsa00061 Fatty acid biosynthesis 0.641534927531051 -0.443891649750698 13 2 0.00174064403829417 1149 7161 51703,2181 ACSL5,ACSL3 M00415 Fatty acid biosynthesis, elongation, endoplasmic reticulum 0.641534927531051 -0.443891649750698 13 2 0.00174064403829417 1149 7161 60481,9524 ELOVL5,TECR ko00061 Fatty acid biosynthesis 0.641534927531051 -0.443891649750698 13 2 0.00174064403829417 1149 7161 51703,2181 ACSL5,ACSL3 hsa00100 Steroid biosynthesis 0.644372766013179 -0.439477891121785 20 3 0.00261096605744125 1149 7161 50814,10682,2222 NSDHL,EBP,FDFT1 ko00100 Steroid biosynthesis 0.644372766013179 -0.439477891121785 20 3 0.00261096605744125 1149 7161 50814,2222,10682 NSDHL,FDFT1,EBP ko00600 Sphingolipid metabolism 0.64662318619006 -0.435991555703862 47 7 0.00609225413402959 1149 7161 427,55627,2581,253782,4758,2629,64781 ASAH1,SMPD4,GALC,CERS6,NEU1,GBA,CERK hsa00600 Sphingolipid metabolism 0.64662318619006 -0.435991555703862 47 7 0.00609225413402959 1149 7161 427,55627,2581,253782,4758,2629,64781 ASAH1,SMPD4,GALC,CERS6,NEU1,GBA,CERK hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 0.649904539990793 -0.430929788430294 27 4 0.00348128807658834 1149 7161 2683,8702,8703,8704 B4GALT1,B4GALT4,B4GALT3,B4GALT2 M00056 O-glycan biosynthesis, mucin type core 0.649904539990793 -0.430929788430294 27 4 0.00348128807658834 1149 7161 56913,55568,51809,2590 C1GALT1,GALNT10,GALNT7,GALNT2 ko00601 Glycosphingolipid biosynthesis - lacto and neolacto series 0.649904539990793 -0.430929788430294 27 4 0.00348128807658834 1149 7161 2683,8703,8702,8704 B4GALT1,B4GALT3,B4GALT4,B4GALT2 hsa_M00056 O-glycan biosynthesis, mucin type core 0.649904539990793 -0.430929788430294 27 4 0.00348128807658834 1149 7161 56913,55568,51809,2590 C1GALT1,GALNT10,GALNT7,GALNT2 M00013 Malonate semialdehyde pathway, propanoyl-CoA => acetyl-CoA 0.649975994602277 -0.430819848155547 6 1 0.000870322019147084 1149 7161 34 ACADM hsa_M00141 C1-unit interconversion, eukaryotes 0.649975994602277 -0.430819848155547 6 1 0.000870322019147084 1149 7161 10797 MTHFD2 M00141 C1-unit interconversion, eukaryotes 0.649975994602277 -0.430819848155547 6 1 0.000870322019147084 1149 7161 10797 MTHFD2 M00058 Glycosaminoglycan biosynthesis, chondroitin sulfate backbone 0.649975994602277 -0.430819848155547 6 1 0.000870322019147084 1149 7161 54480 CHPF2 hsa_M00058 Glycosaminoglycan biosynthesis, chondroitin sulfate backbone 0.649975994602277 -0.430819848155547 6 1 0.000870322019147084 1149 7161 54480 CHPF2 hsa_M00013 Malonate semialdehyde pathway, propanoyl-CoA => acetyl-CoA 0.649975994602277 -0.430819848155547 6 1 0.000870322019147084 1149 7161 34 ACADM ko00010 Glycolysis / Gluconeogenesis 0.650306861985959 -0.430310932131396 67 10 0.00870322019147084 1149 7161 221,3939,2821,83440,9562,5315,5223,5214,223,3945 ALDH3B1,LDHA,GPI,ADPGK,MINPP1,PKM,PGAM1,PFKP,ALDH9A1,LDHB hsa00010 Glycolysis / Gluconeogenesis 0.650306861985959 -0.430310932131396 67 10 0.00870322019147084 1149 7161 221,3939,2821,83440,9562,5315,5223,5214,3945,223 ALDH3B1,LDHA,GPI,ADPGK,MINPP1,PKM,PGAM1,PFKP,LDHB,ALDH9A1 hsa00480 Glutathione metabolism 0.654649221099748 -0.423655727105542 54 8 0.00696257615317668 1149 7161 6723,373156,2730,51056,6240,6241,4953,2879 SRM,GSTK1,GCLM,LAP3,RRM1,RRM2,ODC1,GPX4 ko00480 Glutathione metabolism 0.654649221099748 -0.423655727105542 54 8 0.00696257615317668 1149 7161 6723,373156,2730,51056,6240,6241,4953,2879 SRM,GSTK1,GCLM,LAP3,RRM1,RRM2,ODC1,GPX4 hsa04015 Rap1 signaling pathway 0.656077952027239 -0.421475667787875 210 32 0.0278503046127067 1149 7161 5894,5879,7410,1432,51735,1399,805,2261,23683,5906,7408,998,5899,5296,115,2149,2771,113,4893,387,208,3845,5605,889,5595,4301,2778,3688,60,5594,3265,56288 RAF1,RAC1,VAV2,MAPK14,RAPGEF6,CRKL,CALM2,FGFR3,PRKD3,RAP1A,VASP,CDC42,RALB,PIK3R2,ADCY9,F2R,GNAI2,ADCY7,NRAS,RHOA,AKT2,KRAS,MAP2K2,KRIT1,MAPK3,AFDN,GNAS,ITGB1,ACTB,MAPK1,HRAS,PARD3 ko04015 Rap1 signaling pathway 0.656077952027239 -0.421475667787875 210 32 0.0278503046127067 1149 7161 5894,5879,7410,1432,51735,1399,805,2261,23683,5906,7408,998,5899,5296,115,2149,2771,113,4893,387,208,3845,5605,889,5595,4301,2778,3688,60,5594,3265,56288 RAF1,RAC1,VAV2,MAPK14,RAPGEF6,CRKL,CALM2,FGFR3,PRKD3,RAP1A,VASP,CDC42,RALB,PIK3R2,ADCY9,F2R,GNAI2,ADCY7,NRAS,RHOA,AKT2,KRAS,MAP2K2,KRIT1,MAPK3,AFDN,GNAS,ITGB1,ACTB,MAPK1,HRAS,PARD3 ko04260 Cardiac muscle contraction 0.658198053536541 -0.418249399729562 74 11 0.00957354221061793 1149 7161 782,1329,476,488,29796,9167,1351,9377,7388,1327,1537 CACNB1,COX5B,ATP1A1,ATP2A2,UQCR10,COX7A2L,COX8A,COX5A,UQCRH,COX4I1,CYC1 hsa04260 Cardiac muscle contraction 0.658198053536541 -0.418249399729562 74 11 0.00957354221061793 1149 7161 782,1329,476,488,29796,9167,1351,9377,7388,1327,1537 CACNB1,COX5B,ATP1A1,ATP2A2,UQCR10,COX7A2L,COX8A,COX5A,UQCRH,COX4I1,CYC1 hsa04931 Insulin resistance 0.662242481538082 -0.412123503800282 107 16 0.0139251523063534 1149 7161 5170,5792,79660,5564,6945,5728,6195,208,5296,5562,6513,5781,8473,10999,1385,6774 PDPK1,PTPRF,PPP1R3B,PRKAB1,MLX,PTEN,RPS6KA1,AKT2,PIK3R2,PRKAA1,SLC2A1,PTPN11,OGT,SLC27A4,CREB1,STAT3 hsa04975 Fat digestion and absorption 0.662786780099868 -0.41130193916294 41 6 0.00522193211488251 1149 7161 10999,949,10555,2806,19,10554 SLC27A4,SCARB1,AGPAT2,GOT2,ABCA1,AGPAT1 ko04975 Fat digestion and absorption 0.662786780099868 -0.41130193916294 41 6 0.00522193211488251 1149 7161 10999,949,10555,2806,19,10554 SLC27A4,SCARB1,AGPAT2,GOT2,ABCA1,AGPAT1 ko04670 Leukocyte transendothelial migration 0.669292760363229 -0.401533705663119 114 17 0.0147954743255004 1149 7161 387,5879,7410,7430,1432,7409,4301,5906,7408,998,5296,3688,5781,60,6093,2771,103910 RHOA,RAC1,VAV2,EZR,MAPK14,VAV1,AFDN,RAP1A,VASP,CDC42,PIK3R2,ITGB1,PTPN11,ACTB,ROCK1,GNAI2,MYL12B hsa04670 Leukocyte transendothelial migration 0.669292760363229 -0.401533705663119 114 17 0.0147954743255004 1149 7161 387,5879,7410,7430,1432,7409,4301,5906,7408,998,5296,3688,5781,60,6093,2771,103910 RHOA,RAC1,VAV2,EZR,MAPK14,VAV1,AFDN,RAP1A,VASP,CDC42,PIK3R2,ITGB1,PTPN11,ACTB,ROCK1,GNAI2,MYL12B hsa04270 Vascular smooth muscle contraction 0.676023379642291 -0.391527618267568 121 18 0.0156657963446475 1149 7161 387,4659,5894,23365,5566,140465,5605,5595,805,2778,2768,2983,115,9138,54776,6093,5594,113 RHOA,PPP1R12A,RAF1,ARHGEF12,PRKACA,MYL6B,MAP2K2,MAPK3,CALM2,GNAS,GNA12,GUCY1B1,ADCY9,ARHGEF1,PPP1R12C,ROCK1,MAPK1,ADCY7 ko04270 Vascular smooth muscle contraction 0.676023379642291 -0.391527618267568 121 18 0.0156657963446475 1149 7161 387,4659,5894,23365,5566,140465,5605,5595,805,2778,2768,2983,115,9138,54776,6093,5594,113 RHOA,PPP1R12A,RAF1,ARHGEF12,PRKACA,MYL6B,MAP2K2,MAPK3,CALM2,GNAS,GNA12,GUCY1B1,ADCY9,ARHGEF1,PPP1R12C,ROCK1,MAPK1,ADCY7 hsa_M00688 MAPK (JNK) signaling 0.678113786763021 -0.388440178039029 21 3 0.00261096605744125 1149 7161 4216,4217,57551 MAP3K4,MAP3K5,TAOK1 hsa_M00049 Adenine ribonucleotide biosynthesis, IMP => ADP,ATP 0.678113786763021 -0.388440178039029 21 3 0.00261096605744125 1149 7161 159,158,5315 ADSS,ADSL,PKM M00688 MAPK (JNK) signaling 0.678113786763021 -0.388440178039029 21 3 0.00261096605744125 1149 7161 4216,4217,57551 MAP3K4,MAP3K5,TAOK1 M00049 Adenine ribonucleotide biosynthesis, IMP => ADP,ATP 0.678113786763021 -0.388440178039029 21 3 0.00261096605744125 1149 7161 159,158,5315 ADSS,ADSL,PKM hsa00250 Alanine, aspartate and glutamate metabolism 0.6822634280371 -0.382339437598223 35 5 0.00435161009573542 1149 7161 158,159,56954,2746,2806 ADSL,ADSS,NIT2,GLUD1,GOT2 ko00250 Alanine, aspartate and glutamate metabolism 0.6822634280371 -0.382339437598223 35 5 0.00435161009573542 1149 7161 158,159,56954,2746,2806 ADSL,ADSS,NIT2,GLUD1,GOT2 hsa05142 Chagas disease (American trypanosomiasis) 0.685837132008255 -0.377115096341692 102 15 0.0130548302872063 1149 7161 2778,7040,5515,4087,208,5296,148022,1432,5594,2771,55844,8772,5595,355,8837 GNAS,TGFB1,PPP2CA,SMAD2,AKT2,PIK3R2,TICAM1,MAPK14,MAPK1,GNAI2,PPP2R2D,FADD,MAPK3,FAS,CFLAR ko05142 Chagas disease (American trypanosomiasis) 0.685837132008255 -0.377115096341692 102 15 0.0130548302872063 1149 7161 2778,7040,5515,4087,208,5296,148022,1432,5594,2771,55844,8772,5595,355,8837 GNAS,TGFB1,PPP2CA,SMAD2,AKT2,PIK3R2,TICAM1,MAPK14,MAPK1,GNAI2,PPP2R2D,FADD,MAPK3,FAS,CFLAR ko04920 Adipocytokine signaling pathway 0.687869413666548 -0.374156264781405 69 10 0.00870322019147084 1149 7161 51703,5564,208,6513,2181,5562,5781,6794,6774,6257 ACSL5,PRKAB1,AKT2,SLC2A1,ACSL3,PRKAA1,PTPN11,STK11,STAT3,RXRB hsa04920 Adipocytokine signaling pathway 0.687869413666548 -0.374156264781405 69 10 0.00870322019147084 1149 7161 51703,5564,208,6513,2181,5562,5781,6794,6774,6257 ACSL5,PRKAB1,AKT2,SLC2A1,ACSL3,PRKAA1,PTPN11,STK11,STAT3,RXRB ko05414 Dilated cardiomyopathy 0.688981951903326 -0.372540202936634 89 13 0.0113141862489121 1149 7161 7040,2778,782,3696,488,115,3688,60,6443,3693,5566,4000,113 TGFB1,GNAS,CACNB1,ITGB8,ATP2A2,ADCY9,ITGB1,ACTB,SGCB,ITGB5,PRKACA,LMNA,ADCY7 hsa05414 Dilated cardiomyopathy 0.688981951903326 -0.372540202936634 89 13 0.0113141862489121 1149 7161 7040,2778,782,3696,488,115,3688,60,6443,3693,5566,4000,113 TGFB1,GNAS,CACNB1,ITGB8,ATP2A2,ADCY9,ITGB1,ACTB,SGCB,ITGB5,PRKACA,LMNA,ADCY7 M00549 Nucleotide sugar biosynthesis, glucose => UDP-glucose 0.706185300288702 -0.347877610928645 7 1 0.000870322019147084 1149 7161 7360 UGP2 M00397 Lsm 1-7 complex 0.706185300288702 -0.347877610928645 7 1 0.000870322019147084 1149 7161 11157 LSM6 hsa_M00397 Lsm 1-7 complex 0.706185300288702 -0.347877610928645 7 1 0.000870322019147084 1149 7161 11157 LSM6 hsa_M00549 Nucleotide sugar biosynthesis, glucose => UDP-glucose 0.706185300288702 -0.347877610928645 7 1 0.000870322019147084 1149 7161 7360 UGP2 hsa05340 Primary immunodeficiency 0.706922366816764 -0.34683442559739 36 5 0.00435161009573542 1149 7161 84876,6891,64421,8625,6890 ORAI1,TAP2,DCLRE1C,RFXANK,TAP1 ko05340 Primary immunodeficiency 0.706922366816764 -0.34683442559739 36 5 0.00435161009573542 1149 7161 84876,6891,64421,8625,6890 ORAI1,TAP2,DCLRE1C,RFXANK,TAP1 ko04728 Dopaminergic synapse 0.709020839017274 -0.343870360756035 130 19 0.0165361183637946 1149 7161 5530,208,2788,5532,1432,5566,2783,2778,5515,3799,805,5525,406,1385,1386,409,2771,55844,818 PPP3CA,AKT2,GNG7,PPP3CB,MAPK14,PRKACA,GNB2,GNAS,PPP2CA,KIF5B,CALM2,PPP2R5A,ARNTL,CREB1,ATF2,ARRB2,GNAI2,PPP2R2D,CAMK2G hsa04728 Dopaminergic synapse 0.709020839017274 -0.343870360756035 130 19 0.0165361183637946 1149 7161 5530,208,2788,5532,1432,5566,2783,2778,5515,3799,805,5525,406,1385,1386,409,2771,55844,818 PPP3CA,AKT2,GNG7,PPP3CB,MAPK14,PRKACA,GNB2,GNAS,PPP2CA,KIF5B,CALM2,PPP2R5A,ARNTL,CREB1,ATF2,ARRB2,GNAI2,PPP2R2D,CAMK2G hsa04612 Antigen processing and presentation 0.710565638545462 -0.341693952115374 77 11 0.00957354221061793 1149 7161 1514,3106,1520,3308,3133,8625,6890,6891,1385,3105,3304 CTSL,HLA-B,CTSS,HSPA4,HLA-E,RFXANK,TAP1,TAP2,CREB1,HLA-A,HSPA1B ko04612 Antigen processing and presentation 0.710565638545462 -0.341693952115374 77 11 0.00957354221061793 1149 7161 1514,3106,1520,3308,3133,8625,6890,6891,1385,3105,3304 CTSL,HLA-B,CTSS,HSPA4,HLA-E,RFXANK,TAP1,TAP2,CREB1,HLA-A,HSPA1B ko00790 Folate biosynthesis 0.719741062151576 -0.328863767557124 15 2 0.00174064403829417 1149 7161 200895,6697 DHFR2,SPR hsa00790 Folate biosynthesis 0.719741062151576 -0.328863767557124 15 2 0.00174064403829417 1149 7161 200895,6697 DHFR2,SPR ko04024 cAMP signaling pathway 0.735463381710764 -0.307254527113075 198 29 0.0252393385552654 1149 7161 387,4659,208,5894,5879,7410,154,5140,5566,5605,5595,2778,7409,4301,805,5906,476,488,51,5296,115,84876,6093,1385,2149,2771,5594,818,113 RHOA,PPP1R12A,AKT2,RAF1,RAC1,VAV2,ADRB2,PDE3B,PRKACA,MAP2K2,MAPK3,GNAS,VAV1,AFDN,CALM2,RAP1A,ATP1A1,ATP2A2,ACOX1,PIK3R2,ADCY9,ORAI1,ROCK1,CREB1,F2R,GNAI2,MAPK1,CAMK2G,ADCY7 hsa04024 cAMP signaling pathway 0.735463381710764 -0.307254527113075 198 29 0.0252393385552654 1149 7161 387,4659,208,5894,5879,7410,154,5140,5566,5605,5595,2778,7409,4301,805,5906,476,488,51,5296,115,84876,6093,1385,2149,2771,5594,818,113 RHOA,PPP1R12A,AKT2,RAF1,RAC1,VAV2,ADRB2,PDE3B,PRKACA,MAP2K2,MAPK3,GNAS,VAV1,AFDN,CALM2,RAP1A,ATP1A1,ATP2A2,ACOX1,PIK3R2,ADCY9,ORAI1,ROCK1,CREB1,F2R,GNAI2,MAPK1,CAMK2G,ADCY7 hsa04964 Proximal tubule bicarbonate reclamation 0.738330453430995 -0.303363785723546 23 3 0.00261096605744125 1149 7161 4190,2746,476 MDH1,GLUD1,ATP1A1 ko01040 Biosynthesis of unsaturated fatty acids 0.738330453430995 -0.303363785723546 23 3 0.00261096605744125 1149 7161 60481,9524,51 ELOVL5,TECR,ACOX1 ko04964 Proximal tubule bicarbonate reclamation 0.738330453430995 -0.303363785723546 23 3 0.00261096605744125 1149 7161 4190,2746,476 MDH1,GLUD1,ATP1A1 hsa01040 Biosynthesis of unsaturated fatty acids 0.738330453430995 -0.303363785723546 23 3 0.00261096605744125 1149 7161 60481,9524,51 ELOVL5,TECR,ACOX1 hsa05202 Transcriptional misregulation in cancer 0.742683274857628 -0.297485603938897 179 26 0.0226283724978242 1149 7161 2130,4149,55204,330,2138,6929,8861,598,4221,84444,6257,1031,3087,4193,100532731,7030,2530,2120,5371,1027,4299,1655,2521,3020,4086,3066 EWSR1,MAX,GOLPH3L,BIRC3,EYA1,TCF3,LDB1,BCL2L1,MEN1,DOT1L,RXRB,CDKN2C,HHEX,MDM2,COMMD3-BMI1,TFE3,FUT8,ETV6,PML,CDKN1B,AFF1,DDX5,FUS,H3F3A,SMAD1,HDAC2 ko05202 Transcriptional misregulation in cancer 0.742683274857628 -0.297485603938897 179 26 0.0226283724978242 1149 7161 2130,4149,55204,330,2138,6929,8861,598,4221,84444,6257,1031,3087,4193,100532731,7030,2530,2120,5371,1027,4299,1655,2521,3020,4086,3066 EWSR1,MAX,GOLPH3L,BIRC3,EYA1,TCF3,LDB1,BCL2L1,MEN1,DOT1L,RXRB,CDKN2C,HHEX,MDM2,COMMD3-BMI1,TFE3,FUT8,ETV6,PML,CDKN1B,AFF1,DDX5,FUS,H3F3A,SMAD1,HDAC2 ko00561 Glycerolipid metabolism 0.751532418015605 -0.285640932974198 59 8 0.00696257615317668 1149 7161 10555,9663,10554,231,154141,56894,253558,223 AGPAT2,LPIN2,AGPAT1,AKR1B1,MBOAT1,AGPAT3,LCLAT1,ALDH9A1 hsa00561 Glycerolipid metabolism 0.751532418015605 -0.285640932974198 59 8 0.00696257615317668 1149 7161 10555,9663,10554,231,154141,56894,253558,223 AGPAT2,LPIN2,AGPAT1,AKR1B1,MBOAT1,AGPAT3,LCLAT1,ALDH9A1 M00099 Sphingosine biosynthesis 0.753140898836058 -0.283502952038229 16 2 0.00174064403829417 1149 7161 427,253782 ASAH1,CERS6 hsa_M00099 Sphingosine biosynthesis 0.753140898836058 -0.283502952038229 16 2 0.00174064403829417 1149 7161 427,253782 ASAH1,CERS6 hsa04122 Sulfur relay system 0.753374717401543 -0.283192542288947 8 1 0.000870322019147084 1149 7161 348180 CTU2 hsa_M00406 TREX complex 0.753374717401543 -0.283192542288947 8 1 0.000870322019147084 1149 7161 9984 THOC1 M00406 TREX complex 0.753374717401543 -0.283192542288947 8 1 0.000870322019147084 1149 7161 9984 THOC1 M00428 eIF4F complex 0.753374717401543 -0.283192542288947 8 1 0.000870322019147084 1149 7161 1982 EIF4G2 hsa_M00428 eIF4F complex 0.753374717401543 -0.283192542288947 8 1 0.000870322019147084 1149 7161 1982 EIF4G2 ko04122 Sulfur relay system 0.753374717401543 -0.283192542288947 8 1 0.000870322019147084 1149 7161 348180 CTU2 ko04972 Pancreatic secretion 0.776118870825498 -0.253449586476921 95 13 0.0113141862489121 1149 7161 2778,4218,5906,476,387,488,5879,115,6522,3784,6558,8766,113 GNAS,RAB8A,RAP1A,ATP1A1,RHOA,ATP2A2,RAC1,ADCY9,SLC4A2,KCNQ1,SLC12A2,RAB11A,ADCY7 hsa04972 Pancreatic secretion 0.776118870825498 -0.253449586476921 95 13 0.0113141862489121 1149 7161 2778,4218,5906,476,387,488,5879,115,6522,3784,6558,8766,113 GNAS,RAB8A,RAP1A,ATP1A1,RHOA,ATP2A2,RAC1,ADCY9,SLC4A2,KCNQ1,SLC12A2,RAB11A,ADCY7 ko04630 Jak-STAT signaling pathway 0.779120639680476 -0.249589380300067 156 22 0.0191470844212359 1149 7161 5894,208,4170,3594,598,50615,8027,30837,5771,3716,6778,3572,5296,122809,9063,9306,6772,5781,596,6774,3265,9655 RAF1,AKT2,MCL1,IL12RB1,BCL2L1,IL21R,STAM,SOCS7,PTPN2,JAK1,STAT6,IL6ST,PIK3R2,SOCS4,PIAS2,SOCS6,STAT1,PTPN11,BCL2,STAT3,HRAS,SOCS5 hsa04630 Jak-STAT signaling pathway 0.779120639680476 -0.249589380300067 156 22 0.0191470844212359 1149 7161 5894,208,4170,3594,598,50615,8027,30837,5771,3716,6778,3572,5296,122809,9063,9306,6772,5781,596,6774,3265,9655 RAF1,AKT2,MCL1,IL12RB1,BCL2L1,IL21R,STAM,SOCS7,PTPN2,JAK1,STAT6,IL6ST,PIK3R2,SOCS4,PIAS2,SOCS6,STAT1,PTPN11,BCL2,STAT3,HRAS,SOCS5 hsa00450 Selenocompound metabolism 0.783048204905945 -0.244561020510934 17 2 0.00174064403829417 1149 7161 22928,4548 SEPHS2,MTR ko00450 Selenocompound metabolism 0.783048204905945 -0.244561020510934 17 2 0.00174064403829417 1149 7161 22928,4548 SEPHS2,MTR hsa05031 Amphetamine addiction 0.78432216575715 -0.242935417327927 68 9 0.00783289817232376 1149 7161 2778,805,5530,5534,5532,1385,5566,1386,818 GNAS,CALM2,PPP3CA,PPP3R1,PPP3CB,CREB1,PRKACA,ATF2,CAMK2G ko05031 Amphetamine addiction 0.78432216575715 -0.242935417327927 68 9 0.00783289817232376 1149 7161 2778,805,5530,5534,5532,1385,5566,1386,818 GNAS,CALM2,PPP3CA,PPP3R1,PPP3CB,CREB1,PRKACA,ATF2,CAMK2G hsa04925 Aldosterone synthesis and secretion 0.785863650282594 -0.240971974524006 82 11 0.00957354221061793 1149 7161 2778,805,23683,115,84876,949,1385,5566,1386,818,113 GNAS,CALM2,PRKD3,ADCY9,ORAI1,SCARB1,CREB1,PRKACA,ATF2,CAMK2G,ADCY7 ko04925 Aldosterone synthesis and secretion 0.785863650282594 -0.240971974524006 82 11 0.00957354221061793 1149 7161 2778,805,23683,115,84876,949,1385,5566,1386,818,113 GNAS,CALM2,PRKD3,ADCY9,ORAI1,SCARB1,CREB1,PRKACA,ATF2,CAMK2G,ADCY7 hsa05323 Rheumatoid arthritis 0.787216167901994 -0.239252394961618 89 12 0.010443864229765 1149 7161 1514,7040,533,51382,23545,535,527,528,526,8992,9114,9550 CTSL,TGFB1,ATP6V0B,ATP6V1D,ATP6V0A2,ATP6V0A1,ATP6V0C,ATP6V1C1,ATP6V1B2,ATP6V0E1,ATP6V0D1,ATP6V1G1 ko05323 Rheumatoid arthritis 0.787216167901994 -0.239252394961618 89 12 0.010443864229765 1149 7161 1514,7040,533,51382,23545,535,527,528,526,8992,9114,9550 CTSL,TGFB1,ATP6V0B,ATP6V1D,ATP6V0A2,ATP6V0A1,ATP6V0C,ATP6V1C1,ATP6V1B2,ATP6V0E1,ATP6V0D1,ATP6V1G1 ko04713 Circadian entrainment 0.788829333617939 -0.237205288735638 96 13 0.0113141862489121 1149 7161 2778,805,2983,2788,115,1385,5594,5566,2771,2783,818,5595,113 GNAS,CALM2,GUCY1B1,GNG7,ADCY9,CREB1,MAPK1,PRKACA,GNAI2,GNB2,CAMK2G,MAPK3,ADCY7 hsa04713 Circadian entrainment 0.788829333617939 -0.237205288735638 96 13 0.0113141862489121 1149 7161 2778,805,2983,2788,115,1385,5594,5566,2771,2783,818,5595,113 GNAS,CALM2,GUCY1B1,GNG7,ADCY9,CREB1,MAPK1,PRKACA,GNAI2,GNB2,CAMK2G,MAPK3,ADCY7 M00694 cGMP signaling 0.792990605798414 -0.231943903825512 9 1 0.000870322019147084 1149 7161 2983 GUCY1B1 hsa_M00694 cGMP signaling 0.792990605798414 -0.231943903825512 9 1 0.000870322019147084 1149 7161 2983 GUCY1B1 ko05133 Pertussis 0.798672420406593 -0.224804404258979 76 10 0.00870322019147084 1149 7161 805,387,3688,148022,3661,5594,2771,1432,1072,5595 CALM2,RHOA,ITGB1,TICAM1,IRF3,MAPK1,GNAI2,MAPK14,CFL1,MAPK3 hsa05133 Pertussis 0.798672420406593 -0.224804404258979 76 10 0.00870322019147084 1149 7161 805,387,3688,148022,3661,5594,2771,1432,1072,5595 CALM2,RHOA,ITGB1,TICAM1,IRF3,MAPK1,GNAI2,MAPK14,CFL1,MAPK3 ko05410 Hypertrophic cardiomyopathy (HCM) 0.799085425141023 -0.224287423860755 83 11 0.00957354221061793 1149 7161 7040,782,5564,3696,488,5562,3688,60,3693,6443,4000 TGFB1,CACNB1,PRKAB1,ITGB8,ATP2A2,PRKAA1,ITGB1,ACTB,ITGB5,SGCB,LMNA hsa05410 Hypertrophic cardiomyopathy (HCM) 0.799085425141023 -0.224287423860755 83 11 0.00957354221061793 1149 7161 7040,782,5564,3696,488,5562,3688,60,3693,6443,4000 TGFB1,CACNB1,PRKAB1,ITGB8,ATP2A2,PRKAA1,ITGB1,ACTB,ITGB5,SGCB,LMNA ko04620 Toll-like receptor signaling pathway 0.802376966726577 -0.220176748221774 104 14 0.0121845082680592 1149 7161 23118,208,5296,5879,6772,148022,3661,5594,54472,1432,5605,3663,8772,5595 TAB2,AKT2,PIK3R2,RAC1,STAT1,TICAM1,IRF3,MAPK1,TOLLIP,MAPK14,MAP2K2,IRF5,FADD,MAPK3 hsa04620 Toll-like receptor signaling pathway 0.802376966726577 -0.220176748221774 104 14 0.0121845082680592 1149 7161 23118,208,5296,5879,6772,148022,3661,5594,54472,1432,5605,3663,8772,5595 TAB2,AKT2,PIK3R2,RAC1,STAT1,TICAM1,IRF3,MAPK1,TOLLIP,MAPK14,MAP2K2,IRF5,FADD,MAPK3 hsa04014 Ras signaling pathway 0.808591862061495 -0.212460986058741 226 32 0.0278503046127067 1149 7161 8036,387,4893,4763,208,5894,5879,2788,8315,3845,598,2002,5869,2113,5566,2783,5605,5595,27,4301,805,2261,5906,6464,2114,998,5899,5296,5781,23179,5594,3265 SHOC2,RHOA,NRAS,NF1,AKT2,RAF1,RAC1,GNG7,BRAP,KRAS,BCL2L1,ELK1,RAB5B,ETS1,PRKACA,GNB2,MAP2K2,MAPK3,ABL2,AFDN,CALM2,FGFR3,RAP1A,SHC1,ETS2,CDC42,RALB,PIK3R2,PTPN11,RGL1,MAPK1,HRAS hsa04623 Cytosolic DNA-sensing pathway 0.81399738184588 -0.205798129390323 63 8 0.00696257615317668 1149 7161 23586,5441,115004,5440,84265,57506,3661,51728 DDX58,POLR2L,CGAS,POLR2K,POLR3GL,MAVS,IRF3,POLR3K ko04623 Cytosolic DNA-sensing pathway 0.81399738184588 -0.205798129390323 63 8 0.00696257615317668 1149 7161 23586,5441,115004,5440,84265,57506,3661,51728 DDX58,POLR2L,CGAS,POLR2K,POLR3GL,MAVS,IRF3,POLR3K ko05162 Measles 0.819135106163136 -0.199506243944109 133 18 0.0156657963446475 1149 7161 23586,7128,208,1457,27102,3661,440275,8667,3304,355,3716,23118,5296,6772,1027,57506,6774,1017 DDX58,TNFAIP3,AKT2,CSNK2A1,EIF2AK1,IRF3,EIF2AK4,EIF3H,HSPA1B,FAS,JAK1,TAB2,PIK3R2,STAT1,CDKN1B,MAVS,STAT3,CDK2 hsa05162 Measles 0.819135106163136 -0.199506243944109 133 18 0.0156657963446475 1149 7161 23586,7128,208,1457,27102,3661,440275,8667,3304,355,3716,23118,5296,6772,1027,57506,6774,1017 DDX58,TNFAIP3,AKT2,CSNK2A1,EIF2AK1,IRF3,EIF2AK4,EIF3H,HSPA1B,FAS,JAK1,TAB2,PIK3R2,STAT1,CDKN1B,MAVS,STAT3,CDK2 hsa05030 Cocaine addiction 0.820480347222077 -0.197865320936196 49 6 0.00522193211488251 1149 7161 2778,1020,1385,2771,1386,5566 GNAS,CDK5,CREB1,GNAI2,ATF2,PRKACA ko05030 Cocaine addiction 0.820480347222077 -0.197865320936196 49 6 0.00522193211488251 1149 7161 2778,1020,1385,2771,1386,5566 GNAS,CDK5,CREB1,GNAI2,ATF2,PRKACA hsa04390 Hippo signaling pathway 0.824279012230542 -0.193246199311203 154 21 0.0182767624020888 1149 7161 7040,329,8323,5515,4087,332,8312,81029,8313,60,7534,1855,7159,4086,55233,7533,55844,4089,1453,1856,56288 TGFB1,BIRC2,FZD6,PPP2CA,SMAD2,BIRC5,AXIN1,WNT5B,AXIN2,ACTB,YWHAZ,DVL1,TP53BP2,SMAD1,MOB1A,YWHAH,PPP2R2D,SMAD4,CSNK1D,DVL2,PARD3 ko04390 Hippo signaling pathway 0.824279012230542 -0.193246199311203 154 21 0.0182767624020888 1149 7161 7040,329,8323,5515,4087,332,8312,81029,8313,60,7534,1855,7159,4086,55233,7533,55844,4089,1453,1856,56288 TGFB1,BIRC2,FZD6,PPP2CA,SMAD2,BIRC5,AXIN1,WNT5B,AXIN2,ACTB,YWHAZ,DVL1,TP53BP2,SMAD1,MOB1A,YWHAH,PPP2R2D,SMAD4,CSNK1D,DVL2,PARD3 M00296 BER complex 0.826247568038422 -0.190860831193134 10 1 0.000870322019147084 1149 7161 143 PARP4 M00059 Glycosaminoglycan biosynthesis, heparan sulfate backbone 0.826247568038422 -0.190860831193134 10 1 0.000870322019147084 1149 7161 2132 EXT2 hsa_M00296 BER complex 0.826247568038422 -0.190860831193134 10 1 0.000870322019147084 1149 7161 143 PARP4 hsa_M00059 Glycosaminoglycan biosynthesis, heparan sulfate backbone 0.826247568038422 -0.190860831193134 10 1 0.000870322019147084 1149 7161 2132 EXT2 hsa05140 Leishmaniasis 0.837846964534496 -0.176919815064333 72 9 0.00783289817232376 1149 7161 7040,3716,23118,6772,3688,2002,5594,1432,5595 TGFB1,JAK1,TAB2,STAT1,ITGB1,ELK1,MAPK1,MAPK14,MAPK3 ko05140 Leishmaniasis 0.837846964534496 -0.176919815064333 72 9 0.00783289817232376 1149 7161 7040,3716,23118,6772,3688,2002,5594,1432,5595 TGFB1,JAK1,TAB2,STAT1,ITGB1,ELK1,MAPK1,MAPK14,MAPK3 hsa04380 Osteoclast differentiation 0.845734032178581 -0.16755035157217 129 17 0.0147954743255004 1149 7161 7040,5530,1540,3716,23118,208,5879,5296,6772,5534,4773,5532,1385,9020,1432,5594,5595 TGFB1,PPP3CA,CYLD,JAK1,TAB2,AKT2,RAC1,PIK3R2,STAT1,PPP3R1,NFATC2,PPP3CB,CREB1,MAP3K14,MAPK14,MAPK1,MAPK3 ko04380 Osteoclast differentiation 0.845734032178581 -0.16755035157217 129 17 0.0147954743255004 1149 7161 7040,5530,1540,3716,23118,208,5879,5296,6772,5534,4773,5532,1385,9020,1432,5594,5595 TGFB1,PPP3CA,CYLD,JAK1,TAB2,AKT2,RAC1,PIK3R2,STAT1,PPP3R1,NFATC2,PPP3CB,CREB1,MAP3K14,MAPK14,MAPK1,MAPK3 hsa00650 Butanoate metabolism 0.84995763188417 -0.162568775582223 28 3 0.00261096605744125 1149 7161 38,65985,622 ACAT1,AACS,BDH1 ko00650 Butanoate metabolism 0.84995763188417 -0.162568775582223 28 3 0.00261096605744125 1149 7161 38,65985,622 ACAT1,AACS,BDH1 hsa00430 Taurine and hypotaurine metabolism 0.854165557743279 -0.157630242456197 11 1 0.000870322019147084 1149 7161 84890 ADO hsa_M00032 Lysine degradation, lysine => saccharopine => acetoacetyl-CoA 0.854165557743279 -0.157630242456197 11 1 0.000870322019147084 1149 7161 4967 OGDH ko00430 Taurine and hypotaurine metabolism 0.854165557743279 -0.157630242456197 11 1 0.000870322019147084 1149 7161 84890 ADO M00032 Lysine degradation, lysine => saccharopine => acetoacetyl-CoA 0.854165557743279 -0.157630242456197 11 1 0.000870322019147084 1149 7161 4967 OGDH ko00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 0.854437830663668 -0.157311534294267 20 2 0.00174064403829417 1149 7161 126792,54480 B3GALT6,CHPF2 hsa_M00679 BMP signaling 0.854437830663668 -0.157311534294267 20 2 0.00174064403829417 1149 7161 4086,4089 SMAD1,SMAD4 hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 0.854437830663668 -0.157311534294267 20 2 0.00174064403829417 1149 7161 126792,54480 B3GALT6,CHPF2 M00679 BMP signaling 0.854437830663668 -0.157311534294267 20 2 0.00174064403829417 1149 7161 4086,4089 SMAD1,SMAD4 ko00760 Nicotinate and nicotinamide metabolism 0.866504612566011 -0.143287846625399 29 3 0.00261096605744125 1149 7161 133686,55191,115024 NADK2,NADSYN1,NT5C3B hsa00760 Nicotinate and nicotinamide metabolism 0.866504612566011 -0.143287846625399 29 3 0.00261096605744125 1149 7161 133686,55191,115024 NADK2,NADSYN1,NT5C3B hsa05330 Allograft rejection 0.866573360532882 -0.143208510360125 37 4 0.00348128807658834 1149 7161 3106,3133,3105,355 HLA-B,HLA-E,HLA-A,FAS ko05330 Allograft rejection 0.866573360532882 -0.143208510360125 37 4 0.00348128807658834 1149 7161 3106,3133,3105,355 HLA-B,HLA-E,HLA-A,FAS ko00220 Arginine biosynthesis 0.872998256340875 -0.135821720463114 21 2 0.00174064403829417 1149 7161 2746,2806 GLUD1,GOT2 hsa00220 Arginine biosynthesis 0.872998256340875 -0.135821720463114 21 2 0.00174064403829417 1149 7161 2746,2806 GLUD1,GOT2 M00094 Ceramide biosynthesis 0.877601050640275 -0.130563172847408 12 1 0.000870322019147084 1149 7161 253782 CERS6 hsa_M00290 Holo-TFIIH complex 0.877601050640275 -0.130563172847408 12 1 0.000870322019147084 1149 7161 2966 GTF2H2 hsa_M00052 Pyrimidine ribonucleotide biosynthesis, UMP => UDP/UTP,CDP/CTP 0.877601050640275 -0.130563172847408 12 1 0.000870322019147084 1149 7161 1503 CTPS1 M00052 Pyrimidine ribonucleotide biosynthesis, UMP => UDP/UTP,CDP/CTP 0.877601050640275 -0.130563172847408 12 1 0.000870322019147084 1149 7161 1503 CTPS1 M00290 Holo-TFIIH complex 0.877601050640275 -0.130563172847408 12 1 0.000870322019147084 1149 7161 2966 GTF2H2 hsa_M00094 Ceramide biosynthesis 0.877601050640275 -0.130563172847408 12 1 0.000870322019147084 1149 7161 253782 CERS6 hsa_M00677 Wnt signaling 0.880037699508842 -0.127790532076549 38 4 0.00348128807658834 1149 7161 1855,81029,1856,8323 DVL1,WNT5B,DVL2,FZD6 M00677 Wnt signaling 0.880037699508842 -0.127790532076549 38 4 0.00348128807658834 1149 7161 1855,81029,1856,8323 DVL1,WNT5B,DVL2,FZD6 ko04930 Type II diabetes mellitus 0.881722423635382 -0.125877984939235 46 5 0.00435161009573542 1149 7161 5315,5594,5296,5595,122809 PKM,MAPK1,PIK3R2,MAPK3,SOCS4 hsa04930 Type II diabetes mellitus 0.881722423635382 -0.125877984939235 46 5 0.00435161009573542 1149 7161 5315,5594,5296,5595,122809 PKM,MAPK1,PIK3R2,MAPK3,SOCS4 hsa_M00130 Inositol phosphate metabolism, PI=> PIP2 => Ins(1,4,5)P3 => Ins(1,3,4,5)P4 0.889355996203675 -0.117257677951777 22 2 0.00174064403829417 1149 7161 23396,55361 PIP5K1C,PI4K2A M00130 Inositol phosphate metabolism, PI=> PIP2 => Ins(1,4,5)P3 => Ins(1,3,4,5)P4 0.889355996203675 -0.117257677951777 22 2 0.00174064403829417 1149 7161 23396,55361 PIP5K1C,PI4K2A ko05418 Fluid shear stress and atherosclerosis 0.891645295387952 -0.114686876396584 142 18 0.0156657963446475 1149 7161 7295,387,1728,208,5879,6613,5562,6383,4205,1432,1514,805,9817,5296,9181,596,60,4217 TXN,RHOA,NQO1,AKT2,RAC1,SUMO2,PRKAA1,SDC2,MEF2A,MAPK14,CTSL,CALM2,KEAP1,PIK3R2,ARHGEF2,BCL2,ACTB,MAP3K5 hsa05418 Fluid shear stress and atherosclerosis 0.891645295387952 -0.114686876396584 142 18 0.0156657963446475 1149 7161 7295,387,1728,208,5879,6613,5562,6383,4205,1432,1514,805,9817,5296,9181,596,60,4217 TXN,RHOA,NQO1,AKT2,RAC1,SUMO2,PRKAA1,SDC2,MEF2A,MAPK14,CTSL,CALM2,KEAP1,PIK3R2,ARHGEF2,BCL2,ACTB,MAP3K5 ko04724 Glutamatergic synapse 0.894490900184244 -0.111500549160297 114 14 0.0121845082680592 1149 7161 2778,5530,9456,156,2788,115,5534,5532,2771,5594,5566,2783,5595,113 GNAS,PPP3CA,HOMER1,GRK2,GNG7,ADCY9,PPP3R1,PPP3CB,GNAI2,MAPK1,PRKACA,GNB2,MAPK3,ADCY7 hsa04724 Glutamatergic synapse 0.894490900184244 -0.111500549160297 114 14 0.0121845082680592 1149 7161 2778,5530,9456,156,2788,115,5534,5532,2771,5594,5566,2783,5595,113 GNAS,PPP3CA,HOMER1,GRK2,GNG7,ADCY9,PPP3R1,PPP3CB,GNAI2,MAPK1,PRKACA,GNB2,MAPK3,ADCY7 ko05217 Basal cell carcinoma 0.895183818015154 -0.11072619853838 55 6 0.00522193211488251 1149 7161 1855,81029,8312,8323,1856,8313 DVL1,WNT5B,AXIN1,FZD6,DVL2,AXIN2 hsa05217 Basal cell carcinoma 0.895183818015154 -0.11072619853838 55 6 0.00522193211488251 1149 7161 1855,81029,8312,8323,1856,8313 DVL1,WNT5B,AXIN1,FZD6,DVL2,AXIN2 hsa04976 Bile secretion 0.902020357835786 -0.10311818951147 71 8 0.00696257615317668 1149 7161 2778,476,115,6513,6522,949,5566,113 GNAS,ATP1A1,ADCY9,SLC2A1,SLC4A2,SCARB1,PRKACA,ADCY7 ko04976 Bile secretion 0.902020357835786 -0.10311818951147 71 8 0.00696257615317668 1149 7161 2778,476,115,6513,6522,949,5566,113 GNAS,ATP1A1,ADCY9,SLC2A1,SLC4A2,SCARB1,PRKACA,ADCY7 ko00380 Tryptophan metabolism 0.90346042052694 -0.101522976741786 40 4 0.00348128807658834 1149 7161 38,847,4967,223 ACAT1,CAT,OGDH,ALDH9A1 hsa00380 Tryptophan metabolism 0.90346042052694 -0.101522976741786 40 4 0.00348128807658834 1149 7161 38,847,4967,223 ACAT1,CAT,OGDH,ALDH9A1 hsa04614 Renin-angiotensin system 0.903739381223863 -0.10121425526133 23 2 0.00174064403829417 1149 7161 57486,5476 NLN,CTSA ko04614 Renin-angiotensin system 0.903739381223863 -0.10121425526133 23 2 0.00174064403829417 1149 7161 57486,5476 NLN,CTSA ko05034 Alcoholism 0.908466534446914 -0.0959972278762029 180 23 0.0200174064403829 1149 7161 3015,4893,5894,2788,3845,2030,94239,5566,2783,5595,2778,805,6464,51564,3014,9555,1385,3020,5594,1386,2771,3265,3066 H2AFZ,NRAS,RAF1,GNG7,KRAS,SLC29A1,H2AFV,PRKACA,GNB2,MAPK3,GNAS,CALM2,SHC1,HDAC7,H2AFX,H2AFY,CREB1,H3F3A,MAPK1,ATF2,GNAI2,HRAS,HDAC2 hsa05034 Alcoholism 0.908466534446914 -0.0959972278762029 180 23 0.0200174064403829 1149 7161 3015,4893,5894,2788,3845,2030,94239,5566,2783,5595,2778,805,6464,51564,3014,9555,1385,3020,5594,1386,2771,3265,3066 H2AFZ,NRAS,RAF1,GNG7,KRAS,SLC29A1,H2AFV,PRKACA,GNB2,MAPK3,GNAS,CALM2,SHC1,HDAC7,H2AFX,H2AFY,CREB1,H3F3A,MAPK1,ATF2,GNAI2,HRAS,HDAC2 hsa05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 0.910042031986146 -0.0942644915421549 72 8 0.00696257615317668 1149 7161 782,3696,488,3688,60,3693,6443,4000 CACNB1,ITGB8,ATP2A2,ITGB1,ACTB,ITGB5,SGCB,LMNA ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 0.910042031986146 -0.0942644915421549 72 8 0.00696257615317668 1149 7161 782,3696,488,3688,60,3693,6443,4000 CACNB1,ITGB8,ATP2A2,ITGB1,ACTB,ITGB5,SGCB,LMNA ko03320 PPAR signaling pathway 0.910042031986146 -0.0942644915421549 72 8 0.00696257615317668 1149 7161 5170,51703,10999,34,51,1622,2181,6257 PDPK1,ACSL5,SLC27A4,ACADM,ACOX1,DBI,ACSL3,RXRB hsa03320 PPAR signaling pathway 0.910042031986146 -0.0942644915421549 72 8 0.00696257615317668 1149 7161 51703,10999,5170,34,51,2181,1622,6257 ACSL5,SLC27A4,PDPK1,ACADM,ACOX1,ACSL3,DBI,RXRB ko05332 Graft-versus-host disease 0.913580054831235 -0.0903842717205876 41 4 0.00348128807658834 1149 7161 3106,3133,3105,355 HLA-B,HLA-E,HLA-A,FAS hsa05332 Graft-versus-host disease 0.913580054831235 -0.0903842717205876 41 4 0.00348128807658834 1149 7161 3106,3133,3105,355 HLA-B,HLA-E,HLA-A,FAS M00055 N-glycan precursor biosynthesis 0.91378596700488 -0.0901589067175666 14 1 0.000870322019147084 1149 7161 10195 ALG3 hsa_M00055 N-glycan precursor biosynthesis 0.91378596700488 -0.0901589067175666 14 1 0.000870322019147084 1149 7161 10195 ALG3 ko05321 Inflammatory bowel disease (IBD) 0.915101676354357 -0.0887200981814232 65 7 0.00609225413402959 1149 7161 7040,3594,4087,50615,6774,6778,6772 TGFB1,IL12RB1,SMAD2,IL21R,STAT3,STAT6,STAT1 hsa05321 Inflammatory bowel disease (IBD) 0.915101676354357 -0.0887200981814232 65 7 0.00609225413402959 1149 7161 7040,3594,4087,50615,6774,6778,6772 TGFB1,IL12RB1,SMAD2,IL21R,STAT3,STAT6,STAT1 hsa00340 Histidine metabolism 0.916360243782924 -0.0873457123830171 24 2 0.00174064403829417 1149 7161 221,223 ALDH3B1,ALDH9A1 ko00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 0.916360243782924 -0.0873457123830171 24 2 0.00174064403829417 1149 7161 126792,2132 B3GALT6,EXT2 hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 0.916360243782924 -0.0873457123830171 24 2 0.00174064403829417 1149 7161 126792,2132 B3GALT6,EXT2 ko00340 Histidine metabolism 0.916360243782924 -0.0873457123830171 24 2 0.00174064403829417 1149 7161 221,223 ALDH3B1,ALDH9A1 hsa04913 Ovarian steroidogenesis 0.921164116313465 -0.0821170649928855 50 5 0.00435161009573542 1149 7161 2778,949,5566,115,113 GNAS,SCARB1,PRKACA,ADCY9,ADCY7 ko04913 Ovarian steroidogenesis 0.921164116313465 -0.0821170649928855 50 5 0.00435161009573542 1149 7161 2778,949,5566,115,113 GNAS,SCARB1,PRKACA,ADCY9,ADCY7 ko00860 Porphyrin and chlorophyll metabolism 0.922742744860407 -0.0804047996221405 42 4 0.00348128807658834 1149 7161 2058,1355,1371,7389 EPRS,COX15,CPOX,UROD hsa00860 Porphyrin and chlorophyll metabolism 0.922742744860407 -0.0804047996221405 42 4 0.00348128807658834 1149 7161 1355,2058,1371,7389 COX15,EPRS,CPOX,UROD hsa04918 Thyroid hormone synthesis 0.924416098910158 -0.0785929852098065 74 8 0.00696257615317668 1149 7161 2778,476,1385,1386,5566,7270,115,113 GNAS,ATP1A1,CREB1,ATF2,PRKACA,TTF1,ADCY9,ADCY7 ko04918 Thyroid hormone synthesis 0.924416098910158 -0.0785929852098065 74 8 0.00696257615317668 1149 7161 2778,476,1385,1386,5566,7270,115,113 GNAS,ATP1A1,CREB1,ATF2,PRKACA,TTF1,ADCY9,ADCY7 hsa_M00686 Toll-like receptor signaling 0.927646317354888 -0.0751047423819624 15 1 0.000870322019147084 1149 7161 23118 TAB2 hsa00730 Thiamine metabolism 0.927646317354888 -0.0751047423819624 15 1 0.000870322019147084 1149 7161 84284 NTPCR ko00730 Thiamine metabolism 0.927646317354888 -0.0751047423819624 15 1 0.000870322019147084 1149 7161 84284 NTPCR M00686 Toll-like receptor signaling 0.927646317354888 -0.0751047423819624 15 1 0.000870322019147084 1149 7161 23118 TAB2 ko04970 Salivary secretion 0.929207051774218 -0.0734236890335159 90 10 0.00870322019147084 1149 7161 2778,805,476,2983,115,6522,154,6558,5566,113 GNAS,CALM2,ATP1A1,GUCY1B1,ADCY9,SLC4A2,ADRB2,SLC12A2,PRKACA,ADCY7 hsa04970 Salivary secretion 0.929207051774218 -0.0734236890335159 90 10 0.00870322019147084 1149 7161 2778,805,476,2983,115,6522,154,6558,5566,113 GNAS,CALM2,ATP1A1,GUCY1B1,ADCY9,SLC4A2,ADRB2,SLC12A2,PRKACA,ADCY7 hsa04940 Type I diabetes mellitus 0.931023194179935 -0.0714710888253497 43 4 0.00348128807658834 1149 7161 3106,3133,3105,355 HLA-B,HLA-E,HLA-A,FAS ko04940 Type I diabetes mellitus 0.931023194179935 -0.0714710888253497 43 4 0.00348128807658834 1149 7161 3106,3133,3105,355 HLA-B,HLA-E,HLA-A,FAS hsa05032 Morphine addiction 0.934796091613165 -0.067426857313375 91 10 0.00870322019147084 1149 7161 2778,156,2788,115,5566,5140,409,2771,2783,113 GNAS,GRK2,GNG7,ADCY9,PRKACA,PDE3B,ARRB2,GNAI2,GNB2,ADCY7 ko05032 Morphine addiction 0.934796091613165 -0.067426857313375 91 10 0.00870322019147084 1149 7161 2778,156,2788,115,5566,5140,409,2771,2783,113 GNAS,GRK2,GNG7,ADCY9,PRKACA,PDE3B,ARRB2,GNAI2,GNB2,ADCY7 ko00350 Tyrosine metabolism 0.935848728143292 -0.0663014307972198 35 3 0.00261096605744125 1149 7161 4282,221,2806 MIF,ALDH3B1,GOT2 hsa00350 Tyrosine metabolism 0.935848728143292 -0.0663014307972198 35 3 0.00261096605744125 1149 7161 4282,221,2806 MIF,ALDH3B1,GOT2 M00683 Hippo signaling 0.939280011917184 -0.0626416419726072 16 1 0.000870322019147084 1149 7161 55233 MOB1A hsa_M00683 Hippo signaling 0.939280011917184 -0.0626416419726072 16 1 0.000870322019147084 1149 7161 55233 MOB1A hsa04911 Insulin secretion 0.943385436092313 -0.058280345931535 85 9 0.00783289817232376 1149 7161 2778,476,1385,1386,5566,818,115,6513,113 GNAS,ATP1A1,CREB1,ATF2,PRKACA,CAMK2G,ADCY9,SLC2A1,ADCY7 ko00500 Starch and sucrose metabolism 0.943486674299159 -0.058173037962558 36 3 0.00261096605744125 1149 7161 2821,2992,7360 GPI,GYG1,UGP2 hsa00500 Starch and sucrose metabolism 0.943486674299159 -0.058173037962558 36 3 0.00261096605744125 1149 7161 2821,2992,7360 GPI,GYG1,UGP2 ko00565 Ether lipid metabolism 0.945219277284107 -0.0563383389513034 45 4 0.00348128807658834 1149 7161 23646,79888,56994,254531 PLD3,LPCAT1,CHPT1,LPCAT4 hsa00565 Ether lipid metabolism 0.945219277284107 -0.0563383389513034 45 4 0.00348128807658834 1149 7161 23646,56994,79888,254531 PLD3,CHPT1,LPCAT1,LPCAT4 hsa00910 Nitrogen metabolism 0.94904449986466 -0.0522995901494867 17 1 0.000870322019147084 1149 7161 2746 GLUD1 hsa_M00003 Gluconeogenesis, oxaloacetate => fructose-6P 0.94904449986466 -0.0522995901494867 17 1 0.000870322019147084 1149 7161 5223 PGAM1 ko00910 Nitrogen metabolism 0.94904449986466 -0.0522995901494867 17 1 0.000870322019147084 1149 7161 2746 GLUD1 M00003 Gluconeogenesis, oxaloacetate => fructose-6P 0.94904449986466 -0.0522995901494867 17 1 0.000870322019147084 1149 7161 5223 PGAM1 hsa00983 Drug metabolism - other enzymes 0.951266596676999 -0.0499609227290086 46 4 0.00348128807658834 1149 7161 3614,83549,7083,7371 IMPDH1,UCK1,TK1,UCK2 ko00983 Drug metabolism - other enzymes 0.951266596676999 -0.0499609227290086 46 4 0.00348128807658834 1149 7161 3614,83549,7083,7371 IMPDH1,UCK1,TK1,UCK2 hsa05134 Legionellosis 0.95382350509236 -0.0472766297936896 55 5 0.00435161009573542 1149 7161 54205,375,5861,56681,3304 CYCS,ARF1,RAB1A,SAR1A,HSPA1B ko05134 Legionellosis 0.95382350509236 -0.0472766297936896 55 5 0.00435161009573542 1149 7161 54205,375,5861,56681,3304 CYCS,ARF1,RAB1A,SAR1A,HSPA1B hsa04726 Serotonergic synapse 0.959412548722576 -0.0414341102388458 112 12 0.010443864229765 1149 7161 2778,4893,5894,2788,3845,5594,5566,2771,2783,3265,351,5595 GNAS,NRAS,RAF1,GNG7,KRAS,MAPK1,PRKACA,GNAI2,GNB2,HRAS,APP,MAPK3 ko05206 MicroRNAs in cancer 0.970845224666847 -0.0295882212674273 299 37 0.0322019147084421 1149 7161 1788,5894,9493,4853,7329,3925,1399,2261,4193,6464,5728,5296,1027,596,994,6774,1786,4363,578,4893,387,1871,7430,4170,3845,672,6659,5605,100532731,113130,1869,6093,5594,1870,3265,1029,27250 DNMT3A,RAF1,KIF23,NOTCH2,UBE2I,STMN1,CRKL,FGFR3,MDM2,SHC1,PTEN,PIK3R2,CDKN1B,BCL2,CDC25B,STAT3,DNMT1,ABCC1,BAK1,NRAS,RHOA,E2F3,EZR,MCL1,KRAS,BRCA1,SOX4,MAP2K2,COMMD3-BMI1,CDCA5,E2F1,ROCK1,MAPK1,E2F2,HRAS,CDKN2A,PDCD4 hsa05206 MicroRNAs in cancer 0.970845224666847 -0.0295882212674273 299 37 0.0322019147084421 1149 7161 1788,5894,9493,4853,7329,3925,1399,2261,4193,6464,5728,5296,1027,596,994,6774,1786,4363,578,4893,387,1871,7430,4170,3845,672,6659,5605,100532731,113130,1869,6093,5594,1870,3265,1029,27250 DNMT3A,RAF1,KIF23,NOTCH2,UBE2I,STMN1,CRKL,FGFR3,MDM2,SHC1,PTEN,PIK3R2,CDKN1B,BCL2,CDC25B,STAT3,DNMT1,ABCC1,BAK1,NRAS,RHOA,E2F3,EZR,MCL1,KRAS,BRCA1,SOX4,MAP2K2,COMMD3-BMI1,CDCA5,E2F1,ROCK1,MAPK1,E2F2,HRAS,CDKN2A,PDCD4 hsa04657 IL-17 signaling pathway 0.972696121863332 -0.0276835560959471 93 9 0.00783289817232376 1149 7161 7128,23118,5597,5594,7188,1432,8772,5595,6426 TNFAIP3,TAB2,MAPK6,MAPK1,TRAF5,MAPK14,FADD,MAPK3,SRSF1 ko04657 IL-17 signaling pathway 0.972696121863332 -0.0276835560959471 93 9 0.00783289817232376 1149 7161 7128,23118,5597,5594,7188,1432,8772,5595,6426 TNFAIP3,TAB2,MAPK6,MAPK1,TRAF5,MAPK14,FADD,MAPK3,SRSF1 hsa04978 Mineral absorption 0.97327814298946 -0.0270853764036504 51 4 0.00348128807658834 1149 7161 2512,1317,476,65010 FTL,SLC31A1,ATP1A1,SLC26A6 ko04978 Mineral absorption 0.97327814298946 -0.0270853764036504 51 4 0.00348128807658834 1149 7161 2512,1317,476,65010 FTL,SLC31A1,ATP1A1,SLC26A6 hsa05320 Autoimmune thyroid disease 0.97637403910831 -0.0239095291942061 52 4 0.00348128807658834 1149 7161 3106,3133,3105,355 HLA-B,HLA-E,HLA-A,FAS ko05320 Autoimmune thyroid disease 0.97637403910831 -0.0239095291942061 52 4 0.00348128807658834 1149 7161 3106,3133,3105,355 HLA-B,HLA-E,HLA-A,FAS hsa04151 PI3K-Akt signaling pathway 0.979864046642995 -0.020341444856438 341 42 0.0365535248041775 1149 7161 7249,5894,5879,5562,598,3693,2309,2783,2261,4193,3696,5728,5296,1027,596,1385,2149,1386,11140,64223,5170,4893,208,2788,4170,3845,672,5605,6009,5595,5515,7248,3716,5525,3688,7534,6794,5594,7533,1017,55844,3265 TSC2,RAF1,RAC1,PRKAA1,BCL2L1,ITGB5,FOXO3,GNB2,FGFR3,MDM2,ITGB8,PTEN,PIK3R2,CDKN1B,BCL2,CREB1,F2R,ATF2,CDC37,MLST8,PDPK1,NRAS,AKT2,GNG7,MCL1,KRAS,BRCA1,MAP2K2,RHEB,MAPK3,PPP2CA,TSC1,JAK1,PPP2R5A,ITGB1,YWHAZ,STK11,MAPK1,YWHAH,CDK2,PPP2R2D,HRAS ko04151 PI3K-Akt signaling pathway 0.979864046642995 -0.020341444856438 341 42 0.0365535248041775 1149 7161 7249,5894,5879,5562,598,3693,2309,2783,2261,4193,3696,5728,5296,1027,596,1385,2149,1386,11140,64223,5170,4893,208,2788,4170,3845,672,5605,6009,5595,5515,7248,3716,5525,3688,7534,6794,5594,7533,1017,55844,3265 TSC2,RAF1,RAC1,PRKAA1,BCL2L1,ITGB5,FOXO3,GNB2,FGFR3,MDM2,ITGB8,PTEN,PIK3R2,CDKN1B,BCL2,CREB1,F2R,ATF2,CDC37,MLST8,PDPK1,NRAS,AKT2,GNG7,MCL1,KRAS,BRCA1,MAP2K2,RHEB,MAPK3,PPP2CA,TSC1,JAK1,PPP2R5A,ITGB1,YWHAZ,STK11,MAPK1,YWHAH,CDK2,PPP2R2D,HRAS hsa04727 GABAergic synapse 0.979962445990752 -0.020241028469365 88 8 0.00696257615317668 1149 7161 92745,4905,2771,5566,2783,2788,115,113 SLC38A5,NSF,GNAI2,PRKACA,GNB2,GNG7,ADCY9,ADCY7 ko04727 GABAergic synapse 0.979962445990752 -0.020241028469365 88 8 0.00696257615317668 1149 7161 92745,4905,2771,5566,2783,2788,115,113 SLC38A5,NSF,GNAI2,PRKACA,GNB2,GNG7,ADCY9,ADCY7 ko04973 Carbohydrate digestion and absorption 0.980266289923647 -0.0199310198160263 44 3 0.00261096605744125 1149 7161 476,208,5296 ATP1A1,AKT2,PIK3R2 hsa04973 Carbohydrate digestion and absorption 0.980266289923647 -0.0199310198160263 44 3 0.00261096605744125 1149 7161 476,208,5296 ATP1A1,AKT2,PIK3R2 ko05143 African trypanosomiasis 0.980589645852595 -0.019601208812598 34 2 0.00174064403829417 1149 7161 8542,355 APOL1,FAS hsa05143 African trypanosomiasis 0.980589645852595 -0.019601208812598 34 2 0.00174064403829417 1149 7161 8542,355 APOL1,FAS ko00040 Pentose and glucuronate interconversions 0.980589645852595 -0.019601208812598 34 2 0.00174064403829417 1149 7161 231,7360 AKR1B1,UGP2 hsa00040 Pentose and glucuronate interconversions 0.980589645852595 -0.019601208812598 34 2 0.00174064403829417 1149 7161 231,7360 AKR1B1,UGP2 ko00592 alpha-Linolenic acid metabolism 0.987478783808577 -0.0126002671884692 25 1 0.000870322019147084 1149 7161 51 ACOX1 hsa00592 alpha-Linolenic acid metabolism 0.987478783808577 -0.0126002671884692 25 1 0.000870322019147084 1149 7161 51 ACOX1 ko04723 Retrograde endocannabinoid signaling 0.987503039770209 -0.0125757039632853 101 9 0.00783289817232376 1149 7161 2788,115,5594,5566,2771,1432,2783,5595,113 GNG7,ADCY9,MAPK1,PRKACA,GNAI2,MAPK14,GNB2,MAPK3,ADCY7 hsa04723 Retrograde endocannabinoid signaling 0.987503039770209 -0.0125757039632853 101 9 0.00783289817232376 1149 7161 2788,115,5594,5566,2771,1432,2783,5595,113 GNG7,ADCY9,MAPK1,PRKACA,GNAI2,MAPK14,GNB2,MAPK3,ADCY7 ko04020 Calcium signaling pathway 0.988163573190309 -0.0119070350285789 181 19 0.0165361183637946 1149 7161 10105,5530,80228,7417,5532,154,7416,5566,292,805,2778,488,115,5534,84876,2149,5261,818,113 PPIF,PPP3CA,ORAI2,VDAC2,PPP3CB,ADRB2,VDAC1,PRKACA,SLC25A5,CALM2,GNAS,ATP2A2,ADCY9,PPP3R1,ORAI1,F2R,PHKG2,CAMK2G,ADCY7 hsa04020 Calcium signaling pathway 0.988163573190309 -0.0119070350285789 181 19 0.0165361183637946 1149 7161 10105,5530,80228,7417,5532,154,7416,292,5566,805,2778,488,115,5534,84876,2149,5261,818,113 PPIF,PPP3CA,ORAI2,VDAC2,PPP3CB,ADRB2,VDAC1,SLC25A5,PRKACA,CALM2,GNAS,ATP2A2,ADCY9,PPP3R1,ORAI1,F2R,PHKG2,CAMK2G,ADCY7 hsa04950 Maturity onset diabetes of the young 0.989494882111965 -0.0105606861489864 26 1 0.000870322019147084 1149 7161 3087 HHEX ko04950 Maturity onset diabetes of the young 0.989494882111965 -0.0105606861489864 26 1 0.000870322019147084 1149 7161 3087 HHEX hsa05144 Malaria 0.990062765943695 -0.00998693792006646 49 3 0.00261096605744125 1149 7161 7040,975,6383 TGFB1,CD81,SDC2 ko05144 Malaria 0.990062765943695 -0.00998693792006646 49 3 0.00261096605744125 1149 7161 7040,975,6383 TGFB1,CD81,SDC2 ko00260 Glycine, serine and threonine metabolism 0.990908945910681 -0.00913262989195402 39 2 0.00174064403829417 1149 7161 5223,2653 PGAM1,GCSH hsa00260 Glycine, serine and threonine metabolism 0.990908945910681 -0.00913262989195402 39 2 0.00174064403829417 1149 7161 5223,2653 PGAM1,GCSH hsa00053 Ascorbate and aldarate metabolism 0.991186596266083 -0.0088524714926135 27 1 0.000870322019147084 1149 7161 223 ALDH9A1 ko00053 Ascorbate and aldarate metabolism 0.991186596266083 -0.0088524714926135 27 1 0.000870322019147084 1149 7161 223 ALDH9A1 hsa04750 Inflammatory mediator regulation of TRP channels 0.992167112188882 -0.00786372601720995 97 8 0.00696257615317668 1149 7161 2778,805,5296,115,5566,1432,818,113 GNAS,CALM2,PIK3R2,ADCY9,PRKACA,MAPK14,CAMK2G,ADCY7 ko04750 Inflammatory mediator regulation of TRP channels 0.992167112188882 -0.00786372601720995 97 8 0.00696257615317668 1149 7161 2778,805,5296,115,5566,1432,818,113 GNAS,CALM2,PIK3R2,ADCY9,PRKACA,MAPK14,CAMK2G,ADCY7 ko04744 Phototransduction 0.992606080553115 -0.00742138996289788 28 1 0.000870322019147084 1149 7161 805 CALM2 hsa04744 Phototransduction 0.992606080553115 -0.00742138996289788 28 1 0.000870322019147084 1149 7161 805 CALM2 hsa04392 Hippo signaling pathway -multiple species 0.993797110066982 -0.00622220778052974 29 1 0.000870322019147084 1149 7161 55233 MOB1A ko04392 Hippo signaling pathway -multiple species 0.993797110066982 -0.00622220778052974 29 1 0.000870322019147084 1149 7161 55233 MOB1A ko04672 Intestinal immune network for IgA production 0.997371044597052 -0.00263241717476324 47 2 0.00174064403829417 1149 7161 7040,9020 TGFB1,MAP3K14 hsa04672 Intestinal immune network for IgA production 0.997371044597052 -0.00263241717476324 47 2 0.00174064403829417 1149 7161 7040,9020 TGFB1,MAP3K14 hsa00590 Arachidonic acid metabolism 0.998451633808931 -0.00154956614880915 62 3 0.00261096605744125 1149 7161 10728,4048,2053 PTGES3,LTA4H,EPHX2 ko00590 Arachidonic acid metabolism 0.998451633808931 -0.00154956614880915 62 3 0.00261096605744125 1149 7161 10728,4048,2053 PTGES3,LTA4H,EPHX2 hsa05146 Amoebiasis 0.998683077210544 -0.00131779069433195 94 6 0.00522193211488251 1149 7161 2778,7040,5869,5566,7879,5296 GNAS,TGFB1,RAB5B,PRKACA,RAB7A,PIK3R2 ko05146 Amoebiasis 0.998683077210544 -0.00131779069433195 94 6 0.00522193211488251 1149 7161 2778,7040,5869,5566,7879,5296 GNAS,TGFB1,RAB5B,PRKACA,RAB7A,PIK3R2 ko04514 Cell adhesion molecules (CAMs) 0.999076782997399 -0.000923643429894857 143 11 0.00957354221061793 1149 7161 5792,3106,3696,6404,3133,2734,6383,3688,23705,3384,3105 PTPRF,HLA-B,ITGB8,SELPLG,HLA-E,GLG1,SDC2,ITGB1,CADM1,ICAM2,HLA-A hsa04514 Cell adhesion molecules (CAMs) 0.999076782997399 -0.000923643429894857 143 11 0.00957354221061793 1149 7161 5792,3106,3696,6404,3133,2734,6383,3688,23705,3384,3105 PTPRF,HLA-B,ITGB8,SELPLG,HLA-E,GLG1,SDC2,ITGB1,CADM1,ICAM2,HLA-A hsa04512 ECM-receptor interaction 0.999576535092418 -0.000423554594165908 82 4 0.00348128807658834 1149 7161 375790,3696,3693,3688 AGRN,ITGB8,ITGB5,ITGB1 ko04512 ECM-receptor interaction 0.999576535092418 -0.000423554594165908 82 4 0.00348128807658834 1149 7161 375790,3696,3693,3688 AGRN,ITGB8,ITGB5,ITGB1 hsa00830 Retinol metabolism 0.999851810446756 -0.000148200534400825 65 2 0.00174064403829417 1149 7161 157506,51109 RDH10,RDH11 ko00830 Retinol metabolism 0.999851810446756 -0.000148200534400825 65 2 0.00174064403829417 1149 7161 157506,51109 RDH10,RDH11 ko04610 Complement and coagulation cascades 0.999878902278209 -0.000121105054711731 79 3 0.00261096605744125 1149 7161 966,1191,2149 CD59,CLU,F2R hsa04610 Complement and coagulation cascades 0.999878902278209 -0.000121105054711731 79 3 0.00261096605744125 1149 7161 966,1191,2149 CD59,CLU,F2R ko00982 Drug metabolism - cytochrome P450 0.999922690985571 -7.73120029246157e-05 69 2 0.00174064403829417 1149 7161 373156,221 GSTK1,ALDH3B1 hsa00982 Drug metabolism - cytochrome P450 0.999922690985571 -7.73120029246157e-05 69 2 0.00174064403829417 1149 7161 373156,221 GSTK1,ALDH3B1 hsa05150 Staphylococcus aureus infection 0.999936146801023 -6.38552376792939e-05 55 1 0.000870322019147084 1149 7161 6404 SELPLG ko05150 Staphylococcus aureus infection 0.999936146801023 -6.38552376792939e-05 55 1 0.000870322019147084 1149 7161 6404 SELPLG hsa00980 Metabolism of xenobiotics by cytochrome P450 0.999959803265028 -4.01975428825925e-05 73 2 0.00174064403829417 1149 7161 373156,221 GSTK1,ALDH3B1 ko00980 Metabolism of xenobiotics by cytochrome P450 0.999959803265028 -4.01975428825925e-05 73 2 0.00174064403829417 1149 7161 373156,221 GSTK1,ALDH3B1 hsa05322 Systemic lupus erythematosus 0.999965242773387 -3.47578306590538e-05 132 7 0.00609225413402959 1149 7161 9555,3015,3020,6634,94239,6628,3014 H2AFY,H2AFZ,H3F3A,SNRPD3,H2AFV,SNRPB,H2AFX ko05322 Systemic lupus erythematosus 0.999965242773387 -3.47578306590538e-05 132 7 0.00609225413402959 1149 7161 9555,3015,3020,6634,94239,6628,3014 H2AFY,H2AFZ,H3F3A,SNRPD3,H2AFV,SNRPB,H2AFX hsa05204 Chemical carcinogenesis 0.999990871159678 -9.12888199037795e-06 82 2 0.00174064403829417 1149 7161 373156,221 GSTK1,ALDH3B1 ko05204 Chemical carcinogenesis 0.999990871159678 -9.12888199037795e-06 82 2 0.00174064403829417 1149 7161 373156,221 GSTK1,ALDH3B1 hsa04974 Protein digestion and absorption 0.999997143892555 -2.8561115235277e-06 89 2 0.00174064403829417 1149 7161 476,3784 ATP1A1,KCNQ1 ko04974 Protein digestion and absorption 0.999997143892555 -2.8561115235277e-06 89 2 0.00174064403829417 1149 7161 476,3784 ATP1A1,KCNQ1 ko04640 Hematopoietic cell lineage 0.99999911255353 -8.87446863946136e-07 96 2 0.00174064403829417 1149 7161 966,7037 CD59,TFRC hsa04640 Hematopoietic cell lineage 0.99999911255353 -8.87446863946136e-07 96 2 0.00174064403829417 1149 7161 966,7037 CD59,TFRC ko04742 Taste transduction 0.999999459406436 -5.40593710036753e-07 82 1 0.000870322019147084 1149 7161 5566 PRKACA hsa04742 Taste transduction 0.999999459406436 -5.40593710036753e-07 82 1 0.000870322019147084 1149 7161 5566 PRKACA hsa04740 Olfactory transduction 0.999999999937805 -6.21952679471209e-11 415 7 0.00609225413402959 1149 7161 805,156,5997,5566,409,818,2788 CALM2,GRK2,RGS2,PRKACA,ARRB2,CAMK2G,GNG7 ko04740 Olfactory transduction 0.999999999937805 -6.21952679471209e-11 415 7 0.00609225413402959 1149 7161 805,156,5997,5566,409,818,2788 CALM2,GRK2,RGS2,PRKACA,ARRB2,CAMK2G,GNG7 hsa04060 Cytokine-cytokine receptor interaction 0.999999999975451 -2.4548892924873e-11 270 5 0.00435161009573542 1149 7161 7040,3594,50615,3572,355 TGFB1,IL12RB1,IL21R,IL6ST,FAS ko04060 Cytokine-cytokine receptor interaction 0.999999999975451 -2.4548892924873e-11 270 5 0.00435161009573542 1149 7161 7040,3594,50615,3572,355 TGFB1,IL12RB1,IL21R,IL6ST,FAS ko04080 Neuroactive ligand-receptor interaction 0.999999999980047 -1.99526936165927e-11 276 4 0.00348128807658834 1149 7161 154,9294,2149,56288 ADRB2,S1PR2,F2R,PARD3 hsa04080 Neuroactive ligand-receptor interaction 0.999999999980047 -1.99526936165927e-11 276 4 0.00348128807658834 1149 7161 154,9294,2149,56288 ADRB2,S1PR2,F2R,PARD3 hsa_M00399 Cap binding complex 0.999999999988648 -1.13516036848171e-11 2 0 0 1149 7161 hsa00300 Lysine biosynthesis 0.999999999988648 -1.13516036848171e-11 2 0 0 1149 7161 M00103 Cholecalciferol biosynthesis 0.999999999988648 -1.13516036848171e-11 2 0 0 1149 7161 M00338 Cysteine biosynthesis, homocysteine + serine => cysteine 0.999999999988648 -1.13516036848171e-11 2 0 0 1149 7161 hsa_M00338 Cysteine biosynthesis, homocysteine + serine => cysteine 0.999999999988648 -1.13516036848171e-11 2 0 0 1149 7161 hsa_M00083 Fatty acid biosynthesis, elongation 0.999999999988648 -1.13516036848171e-11 2 0 0 1149 7161 hsa_M00103 Cholecalciferol biosynthesis 0.999999999988648 -1.13516036848171e-11 2 0 0 1149 7161 M00083 Fatty acid biosynthesis, elongation 0.999999999988648 -1.13516036848171e-11 2 0 0 1149 7161 hsa_M00066 Lactosylceramide biosynthesis 0.999999999988648 -1.13516036848171e-11 2 0 0 1149 7161 M00106 Conjugated bile acid biosynthesis, cholate => taurocholate/glycocholate 0.999999999988648 -1.13516036848171e-11 2 0 0 1149 7161 M00066 Lactosylceramide biosynthesis 0.999999999988648 -1.13516036848171e-11 2 0 0 1149 7161 M00399 Cap binding complex 0.999999999988648 -1.13516036848171e-11 2 0 0 1149 7161 ko00300 Lysine biosynthesis 0.999999999988648 -1.13516036848171e-11 2 0 0 1149 7161 M00067 Sulfoglycolipids biosynthesis, ceramide/1-alkyl-2-acylglycerol => sulfatide/seminolipid 0.999999999988648 -1.13516036848171e-11 2 0 0 1149 7161 M00068 Glycosphingolipid biosynthesis, globo-series, LacCer => Gb4Cer 0.999999999988648 -1.13516036848171e-11 2 0 0 1149 7161 hsa_M00067 Sulfoglycolipids biosynthesis, ceramide/1-alkyl-2-acylglycerol => sulfatide/seminolipid 0.999999999988648 -1.13516036848171e-11 2 0 0 1149 7161 hsa_M00068 Glycosphingolipid biosynthesis, globo-series, LacCer => Gb4Cer 0.999999999988648 -1.13516036848171e-11 2 0 0 1149 7161 hsa_M00106 Conjugated bile acid biosynthesis, cholate => taurocholate/glycocholate 0.999999999988648 -1.13516036848171e-11 2 0 0 1149 7161 ko00785 Lipoic acid metabolism 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 hsa_M00069 Glycosphingolipid biosynthesis, ganglio series, LacCer => GT3 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 hsa_M00082 Fatty acid biosynthesis, initiation 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 hsa_M00392 Ski complex 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 M00046 Pyrimidine degradation, uracil => beta-alanine, thymine => 3-aminoisobutanoate 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 hsa00780 Biotin metabolism 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 hsa_M00108 C21-Steroid hormone biosynthesis, progesterone => corticosterone/aldosterone 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 M00392 Ski complex 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 M00108 C21-Steroid hormone biosynthesis, progesterone => corticosterone/aldosterone 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 M00020 Serine biosynthesis, glycerate-3P => serine 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 hsa_M00132 Inositol phosphate metabolism, Ins(1,3,4)P3 => phytate 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 hsa_M00020 Serine biosynthesis, glycerate-3P => serine 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 M00082 Fatty acid biosynthesis, initiation 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 hsa_M00291 MRN complex 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 hsa00785 Lipoic acid metabolism 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 hsa_M00046 Pyrimidine degradation, uracil => beta-alanine, thymine => 3-aminoisobutanoate 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 hsa_M00051 Uridine monophosphate biosynthesis, glutamine (+ PRPP) => UMP 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 M00291 MRN complex 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 M00107 Steroid hormone biosynthesis, cholesterol => prognenolone => progesterone 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 M00100 Sphingosine degradation 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 ko00780 Biotin metabolism 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 M00051 Uridine monophosphate biosynthesis, glutamine (+ PRPP) => UMP 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 hsa_M00107 Steroid hormone biosynthesis, cholesterol => prognenolone => progesterone 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 hsa_M00100 Sphingosine degradation 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 M00069 Glycosphingolipid biosynthesis, ganglio series, LacCer => GT3 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 M00132 Inositol phosphate metabolism, Ins(1,3,4)P3 => phytate 0.999999999996251 -3.74917284717835e-12 3 0 0 1149 7161 M00037 Melatonin biosynthesis, tryptophan => serotonin => melatonin 0.99999999999786 -2.13965784922731e-12 5 0 0 1149 7161 ko00232 Caffeine metabolism 0.99999999999786 -2.13965784922731e-12 5 0 0 1149 7161 hsa_M00042 Catecholamine biosynthesis, tyrosine => dopamine => noradrenaline => adrenaline 0.99999999999786 -2.13965784922731e-12 5 0 0 1149 7161 hsa_M00128 Ubiquinone biosynthesis, eukaryotes, 4-hydroxybenzoate => ubiquinone 0.99999999999786 -2.13965784922731e-12 5 0 0 1149 7161 M00042 Catecholamine biosynthesis, tyrosine => dopamine => noradrenaline => adrenaline 0.99999999999786 -2.13965784922731e-12 5 0 0 1149 7161 M00307 Pyruvate oxidation, pyruvate => acetyl-CoA 0.99999999999786 -2.13965784922731e-12 5 0 0 1149 7161 hsa00524 Neomycin, kanamycin and gentamicin biosynthesis 0.99999999999786 -2.13965784922731e-12 5 0 0 1149 7161 hsa_M00044 Tyrosine degradation, tyrosine => homogentisate 0.99999999999786 -2.13965784922731e-12 5 0 0 1149 7161 hsa_M00037 Melatonin biosynthesis, tryptophan => serotonin => melatonin 0.99999999999786 -2.13965784922731e-12 5 0 0 1149 7161 M00128 Ubiquinone biosynthesis, eukaryotes, 4-hydroxybenzoate => ubiquinone 0.99999999999786 -2.13965784922731e-12 5 0 0 1149 7161 ko00524 Neomycin, kanamycin and gentamicin biosynthesis 0.99999999999786 -2.13965784922731e-12 5 0 0 1149 7161 M00044 Tyrosine degradation, tyrosine => homogentisate 0.99999999999786 -2.13965784922731e-12 5 0 0 1149 7161 hsa00232 Caffeine metabolism 0.99999999999786 -2.13965784922731e-12 5 0 0 1149 7161 hsa_M00307 Pyruvate oxidation, pyruvate => acetyl-CoA 0.99999999999786 -2.13965784922731e-12 5 0 0 1149 7161 hsa_M00685 Apoptotic machinery 0.999999999998769 -1.23055331115868e-12 4 0 0 1149 7161 hsa_M00262 DNA polymerase delta complex 0.999999999998769 -1.23055331115868e-12 4 0 0 1149 7161 hsa_M00006 Pentose phosphate pathway, oxidative phase, glucose 6P => ribulose 5P 0.999999999998769 -1.23055331115868e-12 4 0 0 1149 7161 M00006 Pentose phosphate pathway, oxidative phase, glucose 6P => ribulose 5P 0.999999999998769 -1.23055331115868e-12 4 0 0 1149 7161 hsa_M00027 GABA (gamma-Aminobutyrate) shunt 0.999999999998769 -1.23055331115868e-12 4 0 0 1149 7161 M00393 TRAMP complex 0.999999999998769 -1.23055331115868e-12 4 0 0 1149 7161 M00110 C19/C18-Steroid hormone biosynthesis, pregnenolone => androstenedione => estrone 0.999999999998769 -1.23055331115868e-12 4 0 0 1149 7161 M00070 Glycosphingolipid biosynthesis, lacto-series, LacCer => Lc4Cer 0.999999999998769 -1.23055331115868e-12 4 0 0 1149 7161 hsa_M00070 Glycosphingolipid biosynthesis, lacto-series, LacCer => Lc4Cer 0.999999999998769 -1.23055331115868e-12 4 0 0 1149 7161 M00690 MAPK (ERK5) signaling 0.999999999998769 -1.23055331115868e-12 4 0 0 1149 7161 M00027 GABA (gamma-Aminobutyrate) shunt 0.999999999998769 -1.23055331115868e-12 4 0 0 1149 7161 hsa_M00393 TRAMP complex 0.999999999998769 -1.23055331115868e-12 4 0 0 1149 7161 M00262 DNA polymerase delta complex 0.999999999998769 -1.23055331115868e-12 4 0 0 1149 7161 hsa_M00690 MAPK (ERK5) signaling 0.999999999998769 -1.23055331115868e-12 4 0 0 1149 7161 hsa_M00110 C19/C18-Steroid hormone biosynthesis, pregnenolone => androstenedione => estrone 0.999999999998769 -1.23055331115868e-12 4 0 0 1149 7161 M00685 Apoptotic machinery 0.999999999998769 -1.23055331115868e-12 4 0 0 1149 7161 M00091 Phosphatidylcholine (PC) biosynthesis, PE => PC 0.999999999999425 -5.75400838087603e-13 1 0 0 1149 7161 hsa00472 D-Arginine and D-ornithine metabolism 0.999999999999425 -5.75400838087603e-13 1 0 0 1149 7161 ko00472 D-Arginine and D-ornithine metabolism 0.999999999999425 -5.75400838087603e-13 1 0 0 1149 7161 hsa_M00043 Thyroid hormone biosynthesis, tyrosine => triiodothyronine/thyroxine 0.999999999999425 -5.75400838087603e-13 1 0 0 1149 7161 M00043 Thyroid hormone biosynthesis, tyrosine => triiodothyronine/thyroxine 0.999999999999425 -5.75400838087603e-13 1 0 0 1149 7161 hsa_M00091 Phosphatidylcholine (PC) biosynthesis, PE => PC 0.999999999999425 -5.75400838087603e-13 1 0 0 1149 7161 hsa_M00047 Creatine pathway 1.00000000000474 4.74227643602776e-12 7 0 0 1149 7161 M00047 Creatine pathway 1.00000000000474 4.74227643602776e-12 7 0 0 1149 7161 M00076 Dermatan sulfate degradation 1.00000000000807 8.07352639885159e-12 9 0 0 1149 7161 hsa_M00076 Dermatan sulfate degradation 1.00000000000807 8.07352639885159e-12 9 0 0 1149 7161 hsa_M00077 Chondroitin sulfate degradation 1.00000000001021 1.02100084847081e-11 8 0 0 1149 7161 hsa_M00409 ESCRT-I complex 1.00000000001021 1.02100084847081e-11 8 0 0 1149 7161 M00077 Chondroitin sulfate degradation 1.00000000001021 1.02100084847081e-11 8 0 0 1149 7161 M00409 ESCRT-I complex 1.00000000001021 1.02100084847081e-11 8 0 0 1149 7161 M00109 C21-Steroid hormone biosynthesis, progesterone => cortisol/cortisone 1.00000000001052 1.05153406869483e-11 6 0 0 1149 7161 M00029 Urea cycle 1.00000000001052 1.05153406869483e-11 6 0 0 1149 7161 hsa_M00109 C21-Steroid hormone biosynthesis, progesterone => cortisol/cortisone 1.00000000001052 1.05153406869483e-11 6 0 0 1149 7161 hsa_M00029 Urea cycle 1.00000000001052 1.05153406869483e-11 6 0 0 1149 7161 hsa_M00678 Hedgehog signaling 1.00000000001386 1.38576738860206e-11 11 0 0 1149 7161 M00678 Hedgehog signaling 1.00000000001386 1.38576738860206e-11 11 0 0 1149 7161 hsa_M00098 Acylglycerol degradation 1.00000000001386 1.38576738860206e-11 11 0 0 1149 7161 M00098 Acylglycerol degradation 1.00000000001386 1.38576738860206e-11 11 0 0 1149 7161 M00104 Bile acid biosynthesis, cholesterol => cholate/chenodeoxycholate 1.00000000002158 2.15850042948269e-11 12 0 0 1149 7161 hsa_M00104 Bile acid biosynthesis, cholesterol => cholate/chenodeoxycholate 1.00000000002158 2.15850042948269e-11 12 0 0 1149 7161 ko00120 Primary bile acid biosynthesis 1.00000000002169 2.16889091768707e-11 17 0 0 1149 7161 hsa00120 Primary bile acid biosynthesis 1.00000000002169 2.16889091768707e-11 17 0 0 1149 7161 hsa05310 Asthma 1.00000000003004 3.00405434782873e-11 30 0 0 1149 7161 ko05310 Asthma 1.00000000003004 3.00405434782873e-11 30 0 0 1149 7161 hsa_M00014 Glucuronate pathway (uronate pathway) 1.00000000003112 3.11181321736524e-11 27 0 0 1149 7161 M00014 Glucuronate pathway (uronate pathway) 1.00000000003112 3.11181321736524e-11 27 0 0 1149 7161 hsa00591 Linoleic acid metabolism 1.00000000003451 3.45104360248446e-11 29 0 0 1149 7161 ko00591 Linoleic acid metabolism 1.00000000003451 3.45104360248446e-11 29 0 0 1149 7161 ko05033 Nicotine addiction 1.00000000003811 3.8109142448266e-11 40 0 0 1149 7161 hsa05033 Nicotine addiction 1.00000000003811 3.8109142448266e-11 40 0 0 1149 7161 ko00140 Steroid hormone biosynthesis 1.00000000004875 4.87500219175647e-11 58 0 0 1149 7161 hsa00140 Steroid hormone biosynthesis 1.00000000004875 4.87500219175647e-11 58 0 0 1149 7161