ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa05016 Huntington disease 156/2550 306/8135 2.697e-13 9.008e-11 6.842e-11 NDUFS1/PSMB6/COX7A2L/SLC25A6/NDUFS3/UQCRFS1/POLR2F/BAX/PSMD4/PSMD8/POLR2J/CREB1/HIP1/COX1/COX8A/SDHC/PSMD3/NDUFA11/PSMB7/PSMC5/ND2/ND4/NDUFB8/DNAL4/BECN1/POLR2G/UQCRQ/NDUFB2/ACTR1B/ULK1/NDUFB10/COX5A/ATG13/NDUFB9/PSMA7/NDUFB11/COX6B1/NDUFA8/COX5B/DCTN3/NDUFAB1/NDUFB7/NDUFA13/NDUFA2/NDUFA7/MAPK8/POLR2H/PSMC3/UQCR10/NDUFS6/PSMD13/VDAC2/ATP6/CYC1/NDUFB1/PSMA2/POLR2I/PSMD9/SOD2/SLC25A5/RB1CC1/NDUFS7/UQCR11/PSMC4/KIF5B/ITPR1/CREBBP/GRIN1/POLR2B/NDUFA9/NDUFA1/NDUFA3/PSMA1/PSMD12/TFAM/PSMB1/PSMD2/NDUFB5/ATG2A/CREB3/COX6A1/PSMD1/NDUFS2/IFT57/PSMB3/NDUFB3/TBP/ATG2B/CACNA1B/NDUFB4/POLR2L/NDUFV3/REST/CREB3L4/PSMD14/PSMC6/NDUFA4/SDHB/NDUFA12/NDUFA6/DCTN6/DCTN5/PSMB5/POLR2E/CREB3L2/AP2B1/PSMA4/PSMA3/NDUFA4L2/NDUFA10/DNAH7/MAPK9/AP2S1/ATG14/NDUFS4/PSMB4/POLR2D/COX7B/UQCRC2/MTOR/PSMC2/NDUFC1/CASP8/PIK3C3/TUBA1B/PPARGC1A/VDAC3/CLTA/COX7C/KLC2/TUBB1/SDHA/ACTR10/SDHD/COX4I1/HDAC1/POLR2C/PSMD6/TAF4B/GPX2/NDUFV1/CLTC/ULK2/HTT/KIF5A/TGM2/AP2A2/CLTB/DNAH5/COX8C/TUBA4A/PSMA5/HDAC2/SOD1/SIN3A/MAP2K7 156 KEGG hsa05014 Amyotrophic lateral sclerosis 173/2550 364/8135 3.085e-11 5.151e-09 3.912e-09 NDUFS1/PSMB6/HNRNPA2B1/COX7A2L/NDUFS3/UQCRFS1/BAX/PSMD4/PSMD8/COX1/HNRNPA1/COX8A/SDHC/PSMD3/NDUFA11/PSMB7/PSMC5/ND2/ND4/ALYREF/NDUFB8/DNAL4/BECN1/UQCRQ/NDUFB2/ACTR1B/ULK1/MAP2K6/NDUFB10/COX5A/NUP153/NUP107/ATG13/NXF1/NDUFB9/PSMA7/NDUFB11/CHCHD10/COX6B1/NDUFA8/VCP/COX5B/DCTN3/POM121C/ATF6/NUP155/NDUFAB1/NDUFB7/CCS/NDUFA13/SMCR8/MAPK11/NDUFA2/NDUFA7/MCU/PSMC3/UQCR10/NDUFS6/UBQLN4/PSMD13/ATP6/SEH1L/CYC1/NDUFB1/PSMA2/PSMD9/SEC13/PINK1/RB1CC1/NDUFS7/UQCR11/NEFH/PSMC4/NUP205/KIF5B/GRIN1/NDUFA9/ANXA11/NDUFA1/NDUFA3/PSMA1/PSMD12/PSMB1/PSMD2/NDUFB5/NUP98/ATG2A/COX6A1/ATXN2L/PSMD1/NDUFS2/PSMB3/NCBP1/NDUFB3/ATG2B/NUP188/NDUFB4/NDUFV3/HNRNPA3/NUP62/NUP93/NUP50/PSMD14/BAD/PSMC6/NDUFA4/SDHB/EIF2AK3/SPG11/TNFRSF1B/NDUFA12/NDUFA6/NUP43/RANBP2/DCTN6/DCTN5/ITPR3/TBK1/PSMB5/NUP133/TARDBP/PSMA4/PSMA3/NDUFA4L2/NDUFA10/DNAH7/CAT/ATG14/NDUFS4/NUP85/NUP35/PSMB4/NUP160/COX7B/NOS1/FIG4/UQCRC2/MTOR/PSMC2/GLE1/POM121/NDUFC1/PIK3C3/TUBA1B/PFN1/COX7C/KLC2/TUBB1/SDHA/ACTR10/SDHD/COX4I1/MAPK13/TANK/TOMM40L/SRSF3/XBP1/PSMD6/GPX2/NDUFV1/ULK2/KIF5A/NUP37/DNAH5/NXT1/WDR41/COX8C/MATR3/TUBA4A/PSMA5/MAP1LC3B2/PPP3R1/SOD1 173 KEGG hsa04714 Thermogenesis 118/2550 232/8135 2.851e-10 3.174e-08 2.411e-08 NDUFS1/SMARCA2/KDM3B/COX7A2L/GRB2/SMARCD2/NDUFS3/UQCRFS1/CREB1/COX1/COX8A/SDHC/NDUFA11/ND2/ND4/NDUFB8/ARID1A/UQCRQ/NDUFB2/NDUFB10/COX5A/NDUFB9/NDUFB11/COX6B1/COX17/KRAS/PRKAG1/NDUFA8/NDUFAF2/COX5B/NDUFAB1/NDUFB7/COX15/NDUFA13/MAPK11/NDUFA2/NDUFA7/UQCR10/NDUFS6/ATP6/CYC1/NDUFB1/TSC1/SMARCC1/PRKAA1/RPS6KB1/NDUFS7/UQCR11/COX14/PRKACA/NDUFA9/GNAS/KDM3A/NDUFA1/NDUFA3/NDUFB5/NDUFAF5/CREB3/RPS6/COX6A1/NDUFS2/NDUFB3/NDUFB4/NDUFV3/CPT2/CREB3L4/NDUFA4/SDHB/COA3/ADCY4/SOS2/NDUFAF1/COA6/PRKACB/ACSL3/ATF2/NDUFA12/NDUFA6/RPS6KA1/CREB3L2/COX16/NDUFA4L2/SMARCA4/NDUFA10/COA4/COX19/NDUFS4/COX10/COX11/RPS6KA2/SMARCC2/ARID1B/COX7B/SMARCD1/UQCRC2/MTOR/RPS6KB2/NDUFAF3/NDUFC1/PPARGC1A/COA7/COX7C/COX20/SDHA/SDHD/COX4I1/MAPK13/SLC25A20/DPF1/ACSL5/ACSL1/LIPE/NDUFV1/HRAS/ADCY8/COX8C/NPPB/CNR1 118 KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 113/2550 223/8135 9.121e-10 7.616e-08 5.785e-08 NDUFS1/COX7A2L/SLC25A6/GRB2/NDUFS3/UQCRFS1/COX1/COX8A/SDHC/NDUFA11/ND2/ND4/NDUFB8/UQCRQ/NDUFB2/NDUFB10/COX5A/NDUFB9/NDUFB11/ARAF/COX6B1/KRAS/NDUFA8/COX5B/KEAP1/NDUFAB1/NDUFB7/NDUFA13/MAPK11/NDUFA2/NDUFA7/MAPK8/UQCR10/RAF1/NDUFS6/VDAC2/ATP6/CYC1/MAPK3/NDUFB1/SOD2/SLC25A5/NDUFS7/UQCR11/RELA/BRAF/NDUFA9/NDUFA1/NDUFA3/NDUFB5/CHUK/CBR1/IKBKB/GSTM5/COX6A1/NDUFS2/NDUFB3/NDUFB4/NDUFV3/AKR1A1/NFE2L2/MAP2K4/BAD/NDUFA4/SDHB/HIF1A/SOS2/ACP1/NDUFA12/NDUFA6/IKBKG/PLD2/PDPK1/NDUFA4L2/NDUFA10/NQO1/MAP2K2/MAPK9/NFKB1/CAT/PIK3CA/SLC26A6/NDUFS4/PTK2/MAPK1/COX7B/UQCRC2/MGST2/NDUFC1/VDAC3/COX7C/VEGFA/ABL1/SDHA/SDHD/COX4I1/MAPK13/CYP1B1/GSTA4/AKT1/FOXO3/NDUFV1/EGF/SLC26A9/HRAS/GSTT2/COX8C/PRKD3/PIK3R2/ABL2/HGF/SOD1/MAP2K7 113 KEGG hsa05010 Alzheimer disease 174/2550 384/8135 2.939e-09 1.964e-07 1.491e-07 NDUFS1/PSMB6/COX7A2L/SLC39A7/SLC25A6/NDUFS3/UQCRFS1/PSMD4/PSMD8/CALM1/COX1/COX8A/SDHC/PSMD3/NDUFA11/PSMB7/PSMC5/ND2/ND4/NDUFB8/BECN1/UQCRQ/NDUFB2/ULK1/NDUFB10/COX5A/ATG13/HSD17B10/NDUFB9/PSMA7/NDUFB11/ARAF/COX6B1/DVL3/KRAS/CSNK2A1/NDUFA8/COX5B/ATF6/NDUFAB1/NDUFB7/BACE1/NDUFA13/NDUFA2/NDUFA7/MCU/MAPK8/PSMC3/UQCR10/RAF1/NDUFS6/PSMD13/VDAC2/ATP6/CYC1/MAPK3/NDUFB1/PSMA2/PSMD9/FZD6/SLC25A5/FAS/RB1CC1/NDUFS7/UQCR11/FZD2/RELA/PSMC4/KIF5B/ITPR1/BRAF/GRIN1/NDUFA9/NDUFA1/NDUFA3/PSMA1/PSMD12/PSMB1/PSMD2/NDUFB5/CHUK/ADAM10/PSENEN/ATG2A/IKBKB/LRP6/COX6A1/APH1A/PSMD1/NDUFS2/PSMB3/NDUFB3/ATG2B/NDUFB4/CSNK1A1/SLC39A1/NDUFV3/FADD/SLC39A10/PSMD14/BAD/PSMC6/NDUFA4/SDHB/EIF2AK3/FZD1/NDUFA12/NDUFA6/SLC39A4/IKBKG/ITPR3/PSMB5/CTNNB1/CDK5/FRAT2/PSMA4/PSMA3/NDUFA4L2/NDUFA10/WNT8B/MAP2K2/MAPK9/NFKB1/PIK3CA/ATG14/NDUFS4/PSMB4/MAPK1/CSNK1E/PTGS2/COX7B/NOS1/UQCRC2/MTOR/DVL2/PSMC2/INSR/CSNK2B/WNT2B/NDUFC1/CASP8/PIK3C3/TUBA1B/APBB1/VDAC3/COX7C/WNT11/GAPDH/ATP2A2/KLC2/TUBB1/SDHA/SDHD/COX4I1/WNT1/AKT1/RTN3/IDE/XBP1/PSMD6/NDUFV1/RTN4/CAPN1/ULK2/KIF5A/HRAS/SLC39A11/COX8C/TUBA4A/PSMA5/PIK3R2/FZD9/PPP3R1/MAP2K7 174 KEGG hsa05012 Parkinson disease 128/2550 266/8135 4.801e-09 2.673e-07 2.03e-07 NDUFS1/PSMB6/COX7A2L/SLC39A7/SLC25A6/NDUFS3/UQCRFS1/BAX/PSMD4/PSMD8/UBE2G2/CALM1/TXN2/COX1/COX8A/SDHC/PSMD3/NDUFA11/PSMB7/PSMC5/ND2/ND4/NDUFB8/UQCRQ/NDUFB2/NDUFB10/COX5A/NDUFB9/PSMA7/NDUFB11/COX6B1/NDUFA8/COX5B/GNAI2/KEAP1/ATF6/NDUFAB1/NDUFB7/NDUFA13/NDUFA2/NDUFA7/MCU/MAPK8/PSMC3/UQCR10/NDUFS6/PSMD13/VDAC2/ATP6/CYC1/NDUFB1/PSMA2/PSMD9/PINK1/SLC25A5/NDUFS7/UQCR11/PSMC4/KIF5B/ITPR1/PARK7/MFN1/PRKACA/NDUFA9/GNAS/NDUFA1/NDUFA3/PSMA1/PSMD12/PSMB1/PSMD2/NDUFB5/COX6A1/PSMD1/NDUFS2/PSMB3/NDUFB3/NDUFB4/SLC39A1/NDUFV3/CAMK2D/SLC39A10/NFE2L2/UBE2L3/PSMD14/PSMC6/NDUFA4/SDHB/EIF2AK3/PRKACB/NDUFA12/NDUFA6/SLC39A4/ITPR3/PSMB5/UBA52/PSMA4/PSMA3/NDUFA4L2/NDUFA10/UBE2L6/MAPK9/NDUFS4/PSMB4/COX7B/GNAI1/UQCRC2/UBC/PSMC2/NDUFC1/TUBA1B/VDAC3/SLC6A3/COX7C/KLC2/TUBB1/SDHA/SDHD/COX4I1/XBP1/PSMD6/NDUFV1/KIF5A/SLC39A11/COX8C/TUBA4A/PSMA5/SOD1 128 KEGG hsa04932 Non-alcoholic fatty liver disease 83/2550 155/8135 6.052e-09 2.888e-07 2.193e-07 NDUFS1/IL6R/COX7A2L/NDUFS3/UQCRFS1/BAX/COX1/COX8A/SDHC/NDUFA11/NDUFB8/UQCRQ/NDUFB2/NDUFB10/COX5A/NDUFB9/NDUFB11/COX6B1/PRKAG1/NDUFA8/COX5B/NDUFAB1/NDUFB7/NDUFA13/MAPK11/NDUFA2/NDUFA7/MAPK8/UQCR10/NDUFS6/CYC1/NDUFB1/PRKAA1/FAS/NDUFS7/UQCR11/ADIPOR1/RELA/NDUFA9/NDUFA1/NDUFA3/NDUFB5/IKBKB/PPARA/COX6A1/CDC42/NDUFS2/NDUFB3/NDUFB4/NDUFV3/MAP3K11/NDUFA4/SDHB/EIF2AK3/SREBF1/NDUFA12/NDUFA6/NR1H3/NDUFA4L2/NDUFA10/LEPR/MAPK9/NFKB1/PIK3CA/NDUFS4/COX7B/UQCRC2/RXRA/INSR/NDUFC1/CASP8/COX7C/CEBPA/SDHA/SDHD/COX4I1/MAPK13/AKT1/XBP1/NDUFV1/SOCS3/COX8C/PIK3R2 83 KEGG hsa05020 Prion disease 130/2550 273/8135 8.243e-09 3.441e-07 2.614e-07 NDUFS1/PSMB6/COX7A2L/SLC25A6/NDUFS3/UQCRFS1/BAX/PSMD4/PSMD8/CREB1/COX1/COX8A/SDHC/PSMD3/NDUFA11/PSMB7/PSMC5/ND2/ND4/NDUFB8/UQCRQ/NDUFB2/NDUFB10/COX5A/NDUFB9/PSMA7/NDUFB11/COX6B1/CSNK2A1/NDUFA8/COX5B/NDUFAB1/NDUFB7/NDUFA13/MAPK11/NDUFA2/NDUFA7/MCU/MAPK8/PSMC3/UQCR10/NDUFS6/PSMD13/VDAC2/ATP6/CYC1/MAPK3/NDUFB1/PSMA2/PSMD9/SLC25A5/NDUFS7/UQCR11/PSMC4/KIF5B/ITPR1/GRIN1/GRIN3B/PRKACA/NDUFA9/NDUFA1/NDUFA3/PSMA1/PSMD12/PSMB1/PSMD2/NDUFB5/CREB3/COX6A1/PSMD1/NDUFS2/PSMB3/C9/NDUFB3/CACNA1B/NDUFB4/NDUFV3/CREB3L4/PSMD14/BAD/PSMC6/NDUFA4/SDHB/EIF2AK3/PRKACB/HSPA1L/ATF2/NDUFA12/NDUFA6/ITPR3/FYN/PSMB5/CREB3L2/PSMA4/PSMA3/NDUFA4L2/NDUFA10/C6/MAPK9/PIK3CA/C1QA/NDUFS4/PSMB4/RYR2/MAPK1/COX7B/UQCRC2/PSMC2/CSNK2B/NDUFC1/TUBA1B/RAC2/VDAC3/COX7C/KLC2/TUBB1/SDHA/SDHD/COX4I1/MAPK13/PSMD6/NDUFV1/KIF5A/COX8C/TUBA4A/PSMA5/PIK3R2/PPP3R1/EGR1/SOD1 130 KEGG hsa03040 Spliceosome 79/2550 147/8135 1.135e-08 4.213e-07 3.2e-07 PRPF6/PRPF3/PRPF19/DHX15/SF3B5/PQBP1/SRSF1/HNRNPA1/THOC1/ALYREF/SNRPD3/LSM2/TRA2B/SRSF4/SNRPC/SNRPF/CRNKL1/SF3B6/ISY1/SF3B1/LSM4/TXNL4A/PPIH/SNRPE/LSM6/U2AF2/SART1/DHX38/SNRPD2/DDX42/CWC15/NCBP1/CDC5L/SLU7/WBP11/NCBP2/ACIN1/TCERG1/BCAS2/SNRPD1/HNRNPA3/LSM7/LSM8/PUF60/HNRNPC/PRPF38B/DDX23/HSPA1L/U2AF1/SRSF10/EIF4A3/RBM17/RBM22/RP9/PRPF38A/AQR/SRSF6/PRPF40A/SNRPA/PRPF8/HNRNPK/PHF5A/CCDC12/HNRNPU/SMNDC1/BUD31/U2SURP/SNRNP200/CTNNBL1/DHX16/RBM8A/SNRNP70/SNRPA1/SRSF3/DDX46/SRSF8/SF3B2/CHERP/PCBP1 79 KEGG hsa00190 Oxidative phosphorylation 73/2550 134/8135 1.912e-08 6.027e-07 4.578e-07 NDUFS1/COX7A2L/NDUFS3/UQCRFS1/COX1/COX8A/SDHC/NDUFA11/ND2/ND4/NDUFB8/UQCRQ/NDUFB2/NDUFB10/COX5A/NDUFB9/NDUFB11/ATP6V1G1/COX6B1/COX17/NDUFA8/COX5B/NDUFAB1/NDUFB7/COX15/NDUFA13/NDUFA2/NDUFA7/UQCR10/NDUFS6/ATP6/CYC1/NDUFB1/NDUFS7/UQCR11/ATP6V1D/NDUFA9/NDUFA1/NDUFA3/NDUFB5/ATP6V1E2/TCIRG1/COX6A1/NDUFS2/NDUFB3/NDUFB4/NDUFV3/PPA1/LHPP/NDUFA4/SDHB/NDUFA12/NDUFA6/NDUFA4L2/NDUFA10/NDUFS4/COX10/ATP6V0A2/COX11/PPA2/COX7B/UQCRC2/ATP6V0B/NDUFC1/COX7C/SDHA/ATP6V0D2/SDHD/COX4I1/NDUFV1/ATP6V1H/ATP6V1E1/COX8C 73 KEGG hsa03050 Proteasome 33/2550 46/8135 1.985e-08 6.027e-07 4.578e-07 PSMB6/PSMD4/PSMD8/PSMD3/PSMB7/PSMC5/PSMA7/PSMC3/PSMD13/PSMA2/PSMD9/PSMB8/PSMC4/PSMB10/PSMA1/PSMD12/PSMB1/PSMD2/PSMD1/PSME4/PSMB3/PSME1/PSMD14/PSMC6/PSMB5/PSME3/PSMA4/PSMA3/PSMB4/PSMB9/PSMC2/PSMD6/PSMA5 33 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 203/2550 476/8135 5.795e-08 1.613e-06 1.225e-06 NDUFS1/PSMB6/COX7A2L/SLC25A6/NDUFS3/UQCRFS1/BAX/PSMD4/PSMD8/UBE2G2/CALM1/HIP1/PRKCB/COX1/COX8A/SDHC/PSMD3/NDUFA11/PSMB7/PSMC5/ND2/ND4/NDUFB8/DNAL4/BECN1/UQCRQ/NDUFB2/ACTR1B/ULK1/MAP2K6/NDUFB10/COX5A/ATG13/HSD17B10/NDUFB9/PSMA7/NDUFB11/ARAF/COX6B1/DVL3/KRAS/CSNK2A1/NDUFA8/VCP/COX5B/DCTN3/ATF6/NDUFAB1/NDUFB7/CCS/NDUFA13/SMCR8/MAPK11/NDUFA2/NDUFA7/MCU/MAPK8/PSMC3/UQCR10/RAF1/NDUFS6/PSMD13/VDAC2/ATP6/CYC1/MAPK3/NDUFB1/PSMA2/PSMD9/FZD6/PINK1/SLC25A5/FAS/RB1CC1/NDUFS7/UQCR11/FZD2/RELA/NEFH/PSMC4/KIF5B/ITPR1/BRAF/PARK7/GRIN1/MFN1/NDUFA9/NDUFA1/NDUFA3/PSMA1/PSMD12/PSMB1/PSMD2/NDUFB5/ZFYVE1/ATG2A/LRP6/COX6A1/ATXN2L/PSMD1/NDUFS2/IFT57/PSMB3/NDUFB3/ATG2B/CACNA1B/NDUFB4/CSNK1A1/NDUFV3/FADD/CAMK2D/PRKCG/UBE2L3/PSMD14/BAD/PSMC6/NDUFA4/SDHB/EIF2AK3/FZD1/SPG11/TNFRSF1B/NDUFA12/NDUFA6/DCTN6/DCTN5/ITPR3/TBK1/PSMB5/UBA52/CTNNB1/CDK5/BAK1/TARDBP/FRAT2/PSMA4/PSMA3/NDUFA4L2/NDUFA10/DNAH7/UBE2L6/WNT8B/MAP2K2/MAPK9/NFKB1/CAT/ATG14/NDUFS4/PSMB4/RYR2/MAPK1/CSNK1E/PTGS2/COX7B/NOS1/FIG4/UQCRC2/MTOR/DVL2/UBC/PSMC2/CSNK2B/WNT2B/NDUFC1/CASP8/PIK3C3/TUBA1B/VDAC3/SLC6A3/COX7C/WNT11/ATP2A2/KLC2/TUBB1/SDHA/ATXN1L/ACTR10/SDHD/COX4I1/MAPK13/WNT1/ATXN3/TANK/TOMM40L/XBP1/PSMD6/GPX2/NDUFV1/CAPN1/ULK2/HTT/KIF5A/HRAS/DNAH5/WDR41/COX8C/TUBA4A/PSMA5/FZD9/MAP1LC3B2/PPP3R1/SOD1/MAP2K7 203 KEGG hsa03013 Nucleocytoplasmic transport 60/2550 108/8135 1.387e-07 3.564e-06 2.707e-06 THOC1/ALYREF/NUP153/NUP107/SENP2/TNPO3/NXF1/PNN/TNPO1/UPF1/POM121C/NUP155/SEH1L/THOC5/AHCTF1/SEC13/KPNA2/THOC6/NUP205/XPO4/NUP98/CSE1L/NCBP1/NUP188/NCBP2/ACIN1/SAP18/NUP62/NUP93/KPNB1/NUP50/THOC7/UPF3B/SUMO3/DDX19A/DDX19B/EIF4A3/UPF2/NUP43/RANBP2/NUP133/SUMO1/UBE2I/IPO4/NUP85/NUP35/NUP160/SNUPN/TNPO2/GLE1/POM121/KPNA1/RBM8A/XPO7/RNPS1/NUP37/NXT1/RANGAP1/RAN/KPNA5 60 KEGG hsa05415 Diabetic cardiomyopathy 95/2550 203/8135 2.249e-06 5.366e-05 4.076e-05 NDUFS1/COX7A2L/SLC25A6/NDUFS3/UQCRFS1/PRKCB/COX1/COX8A/SDHC/NDUFA11/ND2/ND4/NDUFB8/UQCRQ/NDUFB2/NDUFB10/COX5A/NDUFB9/NDUFB11/COX6B1/NDUFA8/COX5B/NDUFAB1/NDUFB7/NDUFA13/MAPK11/NDUFA2/NDUFA7/MAPK8/UQCR10/NDUFS6/VDAC2/ATP6/CYC1/NDUFB1/SLC25A5/NDUFS7/UQCR11/RELA/PPP1CB/NDUFA9/NDUFA1/NDUFA3/NDUFB5/PARP1/PPARA/COX6A1/NDUFS2/COL1A1/NDUFB3/NDUFB4/TGFBR2/GYS2/MPC1/NDUFV3/CAMK2D/MPC2/CPT2/PRKCG/MMP9/NDUFA4/SDHB/NDUFA12/TGFBR1/NDUFA6/PPP1CA/NDUFA4L2/NDUFA10/MAPK9/NFKB1/PIK3CA/PDHB/NDUFS4/RYR2/COX7B/UQCRC2/MTOR/INSR/NDUFC1/RAC2/VDAC3/COX7C/GAPDH/ATP2A2/SDHA/SDHD/COX4I1/MAPK13/AKT1/NDUFV1/AGTR1/COL1A2/PRKCZ/COX8C/PIK3R2 95 KEGG hsa05017 Spinocerebellar ataxia 69/2550 143/8135 1.533e-05 0.0003414 0.0002593 PSMB6/SLC25A6/PSMD4/PSMD8/PRKCB/PSMD3/PSMB7/PSMC5/RBPJ/BECN1/ULK1/ATG13/PSMA7/MCU/MAPK8/PSMC3/PSMD13/VDAC2/PSMA2/PSMD9/SLC25A5/RB1CC1/PSMC4/ITPR1/GRIN1/GRIN3B/PSMA1/PSMD12/PSMB1/PSMD2/ATG2A/CIC/ATXN2L/PSMD1/PSMB3/TBP/ATG2B/PUM2/PRKCG/ATXN10/PSMD14/PSMC6/AFG3L2/ITPR3/PSMB5/RELN/PSMA4/PSMA3/MAPK9/PIK3CA/ATG14/PSMB4/MTOR/PSMC2/PIK3C3/PUM1/VDAC3/ATP2A2/ATXN1L/NFYA/AKT1/ATXN3/KCNC3/XBP1/PSMD6/DAB1/ULK2/PSMA5/PIK3R2 69 KEGG hsa04120 Ubiquitin mediated proteolysis 68/2550 142/8135 2.412e-05 0.0005036 0.0003825 CBL/VHL/PRPF19/XIAP/UBE2G2/UBR5/CUL3/UBE2Z/UBE2K/RNF7/KEAP1/ANAPC16/DDB1/PIAS3/ANAPC11/UBE3C/TRIP12/DDB2/SIAH1/UBE4A/ANAPC4/CDC26/HERC4/BIRC2/SKP2/FANCL/UBE2M/BIRC3/CBLB/UBE2D2/PIAS2/MDM2/STUB1/UBE2L3/PPIL2/ERCC8/HERC1/UBA52/SOCS1/UBE2R2/RCHY1/UBE2I/FBXW11/UBE2L6/RHOBTB1/SMURF2/PIAS4/UBE2Q2/ANAPC7/UBE2B/UBC/FZR1/CDC20/CUL2/BIRC6/KLHL9/SKP1/UBE2F/WWP1/CBLC/CUL4A/HUWE1/UBE2S/FBXW7/HERC2/SOCS3/ANAPC15/UBA2 68 KEGG hsa05220 Chronic myeloid leukemia 41/2550 76/8135 3.368e-05 0.0006617 0.0005026 CBL/GRB2/BAX/ARAF/KRAS/RAF1/CTBP1/MAPK3/RELA/BRAF/DDB2/CRK/CHUK/IKBKB/SHC1/TGFBR2/MDM2/BAD/SOS2/TGFBR1/CDK6/IKBKG/GADD45A/BAK1/CDK4/MAP2K2/NFKB1/PIK3CA/POLK/STAT5A/MAPK1/E2F3/CDKN2A/ABL1/CDKN1A/AKT1/STAT5B/HDAC1/HRAS/PIK3R2/HDAC2 41 KEGG hsa05161 Hepatitis B 75/2550 162/8135 4.072e-05 0.0007556 0.0005739 GRB2/BAX/CREB1/PRKCB/MAP2K6/ARAF/KRAS/TYK2/DDB1/MAPK11/YWHAB/MAPK8/RAF1/TAB1/MAPK3/FAS/STAT4/RELA/CREBBP/EGR2/BRAF/DDB2/CHUK/IKBKB/CREB3/TGFBR2/NFATC3/FADD/YWHAZ/CREB3L4/MAP2K4/PRKCG/BAD/MMP9/DDX3X/MAP3K7/JAK2/SOS2/PTK2B/ATF2/TGFBR1/IKBKG/TBK1/CREB3L2/IFNAR1/YWHAQ/MAP2K2/MAPK9/NFKB1/PIK3CA/NFATC1/STAT5A/MAPK1/MAVS/E2F3/IFNA17/CCNA2/EGR3/IKBKE/CASP8/TAB2/VDAC3/CCNE2/CDKN1A/MAPK13/PCNA/AKT1/STAT5B/JAK3/NFATC2/HRAS/BIRC5/HSPG2/PIK3R2/MAP2K7 75 KEGG hsa05223 Non-small cell lung cancer 39/2550 72/8135 4.614e-05 0.000811 0.000616 GRB2/BAX/PRKCB/ARAF/KRAS/RAF1/MAPK3/KIF5B/BRAF/DDB2/EML4/STK4/PRKCG/BAD/SOS2/CDK6/RASSF5/GADD45A/BAK1/CDK4/PDPK1/MAP2K2/PIK3CA/POLK/STAT5A/MAPK1/E2F3/CDKN2A/RXRA/CDKN1A/AKT1/STAT5B/FOXO3/JAK3/EGF/KIF5A/HRAS/PIK3R2/HGF 39 KEGG hsa04910 Insulin signaling pathway 65/2550 137/8135 5.191e-05 0.0008669 0.0006584 CBL/GRB2/CALM1/FASN/PRKCI/ARAF/INPP5A/KRAS/PRKAG1/MAPK8/RAF1/MAPK3/TSC1/SOCS4/PRKAA1/RPS6KB1/PPP1CB/BRAF/PRKACA/CRK/PPP1R3D/IKBKB/RPS6/SHC1/GYS2/CBLB/PRKAR2A/HK1/PPP1R3E/BAD/SOS2/PRKACB/SREBF1/MKNK1/PHKG1/EIF4E2/PRKAR1A/SOCS1/PPP1CA/EIF4EBP1/PDPK1/MAP2K2/MAPK9/PIK3CA/PRKAR2B/MAPK1/MTOR/RPS6KB2/PYGM/INSR/PPARGC1A/AKT1/PCK2/INPPL1/HK3/LIPE/HKDC1/FBP1/PDE3B/HRAS/PRKCZ/SOCS3/EXOC7/EIF4E/PIK3R2 65 KEGG hsa05132 Salmonella infection 107/2550 249/8135 5.824e-05 0.0009263 0.0007035 ACTR2/HSP90B1/ARPC1B/BAX/TNFRSF10A/TXN2/M6PR/HSP90AB1/ACTR1B/MAP2K6/PIK3CG/PIK3C2A/ABI1/DCTN3/ELMO2/MAPK11/MAPK8/GSDMD/RAF1/TAB1/MAPK3/WASL/DYNLT3/AHNAK/RELA/VPS11/EXOC4/KIF5B/NCKAP1L/RIPK1/CHUK/BIRC2/CSE1L/ARPC3/GCC2/IKBKB/PYCARD/BRK1/CDC42/CYTH4/FLNA/BIRC3/FADD/MYL7/MAP2K4/MYL12B/VPS39/MAP3K7/PTPRC/TLR5/IKBKG/DCTN6/DCTN5/NAIP/TAB3/CTNNB1/BAK1/MAP2K2/MAPK9/NFKB1/RRAS/PIK3CA/STX10/CASP4/HSP90AA1/RILP/MAPK1/NOD1/ARPC4/ANXA2/ELMO1/CASP8/PIK3C3/TAB2/TRADD/TUBA1B/DYNLL1/PFN1/TLR6/GAPDH/SKP1/FLNB/DYNLL2/KLC2/TUBB1/ACTR10/KPNA1/MAPK13/FHOD1/AKT1/TLR9/PLEKHM2/SNX9/WASF3/NCKAP1/PLEKHM1/DYNLRB1/DYNC1I2/KIF5A/HRAS/EXOC7/MYLPF/TUBA4A/ARHGEF26/VPS41/DNM2/MAP2K7 107 KEGG hsa04140 Autophagy - animal 66/2550 141/8135 7.663e-05 0.001163 0.0008836 IGBP1/BECN1/ULK1/ATG10/ATG13/KRAS/ATG4B/SMCR8/MAPK8/RAF1/ATG4D/MAPK3/CFLAR/TSC1/ATG9A/LAMP1/PRKAA1/RPS6KB1/RB1CC1/ITPR1/PRKACA/VAMP8/ZFYVE1/ATG2A/ATG12/GABARAPL2/ATG2B/SNAP29/MTMR14/BAD/EIF2AK3/MAP3K7/HIF1A/PRKACB/DEPTOR/TBK1/VMP1/PDPK1/DAPK3/MAP2K2/MAPK9/RRAS/PIK3CA/ATG14/MAPK1/MTOR/RPS6KB2/RRAS2/TP53INP2/PIK3C3/CTSB/RRAGA/EIF2AK4/ATG4A/AKT1/TANK/BNIP3/GABARAP/ULK2/HRAS/WDR41/MRAS/PIK3R2/MAP1LC3B2/PPP2CA/ATG16L2 66 KEGG hsa05212 Pancreatic cancer 40/2550 76/8135 8.745e-05 0.00127 0.0009645 BAX/RALBP1/ARAF/KRAS/MAPK8/RAF1/MAPK3/RPS6KB1/RELA/BRAF/DDB2/CHUK/IKBKB/CDC42/TGFBR2/BAD/TGFBR1/CDK6/IKBKG/PLD2/GADD45A/BAK1/CDK4/MAPK9/NFKB1/PIK3CA/POLK/MAPK1/RALB/E2F3/RAC3/CDKN2A/MTOR/RPS6KB2/RAC2/VEGFA/CDKN1A/AKT1/EGF/PIK3R2 40 KEGG hsa05166 Human T-cell leukemia virus 1 infection 96/2550 222/8135 0.0001038 0.001445 0.001098 SLC25A6/CRTC2/XIAP/BAX/CREB1/KRAS/ATR/ANAPC16/MAPK8/VDAC2/MAPK3/SLC25A5/ANAPC11/HLA-A/RELA/B2M/CREBBP/EGR2/ETS1/PRKACA/ITGAL/ANAPC4/CDC26/CALR/CHUK/CCND2/IKBKB/CREB3/MAP3K3/CDKN2C/TBP/TGFBR2/CHEK2/TRRAP/HLA-C/NFATC3/KAT2B/CREB3L4/HLA-DPB1/ELK4/MAP2K4/FDPS/ADCY4/PRKACB/ATF2/TGFBR1/IKBKG/HLA-DPA1/CREB3L2/IL2RB/HLA-G/CDK4/CHEK1/ZFP36/CCNB2/CD3G/MAP2K2/MAPK9/HLA-DOA/NFKB1/PIK3CA/NFKB2/TSPO/NFATC1/STAT5A/MAPK1/DLG1/E2F3/CD3D/CDKN2A/CCNA2/ANAPC7/MAD2L1/CDC20/VDAC3/CCNE2/TNFRSF13C/CDKN1A/RANBP3/SRF/AKT1/STAT5B/HLA-DOB/JAK3/NFATC2/HRAS/ANAPC15/ADCY8/RANBP1/HLA-E/PIK3R2/IL15/PPP3R1/RELB/EGR1/RAN 96 KEGG hsa05170 Human immunodeficiency virus 1 infection 92/2550 212/8135 0.0001232 0.001557 0.001183 GNB1/BAX/CALM1/PRKCB/AP1G1/BST2/AP1S1/MAP2K6/KRAS/RNF7/ATR/GNAI2/TAP2/DDB1/MAPK11/MAPK8/AP1G2/RAF1/TAB1/MAPK3/FAS/RPS6KB1/HLA-A/RELA/B2M/ITPR1/RIPK1/CRK/CALR/CHUK/APOBEC3C/IKBKB/SAMHD1/HLA-C/NFATC3/FADD/CFL1/PRKCG/BAD/MAP3K7/CXCR4/PTK2B/TNFRSF1B/GNG11/GNG8/IKBKG/ITPR3/TBK1/HLA-G/BAK1/GNA11/TRAF5/CHEK1/CCNB2/GNB4/CD3G/FBXW11/TAPBP/MAP2K2/MAPK9/NFKB1/PIK3CA/NFATC1/AP1S2/PTK2/MAPK1/CD3D/IFNA17/RAC3/PAK2/GNAI1/MTOR/RPS6KB2/CASP8/TAB2/TRADD/RAC2/SKP1/GNG3/GNGT2/MAPK13/AKT1/CUL4A/NFATC2/APOBEC3G/HRAS/GNB2/CCR5/HLA-E/PIK3R2/PPP3R1/MAP2K7 92 KEGG hsa04150 mTOR signaling pathway 71/2550 156/8135 0.0001259 0.001557 0.001183 GRB2/PRKCB/STRADA/LAMTOR4/ULK1/ATP6V1G1/DVL3/KRAS/TELO2/RAF1/SEH1L/MAPK3/TSC1/MAPKAP1/FZD6/SEC13/PRKAA1/RPS6KB1/FZD2/WDR59/LAMTOR2/BRAF/ATP6V1D/EIF4B/CHUK/SKP2/MIOS/ATP6V1E2/IKBKB/LRP6/RPS6/CAB39/RICTOR/PRKCG/LAMTOR1/SOS2/FZD1/EIF4E2/DEPTOR/CLIP1/LAMTOR5/RPS6KA1/CAB39L/LPIN3/TTI1/EIF4EBP1/PDPK1/WNT8B/MAP2K2/PIK3CA/RPS6KA2/MAPK1/GRB10/LAMTOR3/MTOR/DVL2/RPS6KB2/INSR/WNT2B/RRAGA/WNT11/WNT1/AKT1/ULK2/SLC7A5/ATP6V1H/HRAS/ATP6V1E1/EIF4E/PIK3R2/FZD9 71 KEGG hsa04218 Cellular senescence 71/2550 156/8135 0.0001259 0.001557 0.001183 SLC25A6/HIPK2/CALM1/MAP2K6/RAD1/KRAS/ATR/SIRT1/MAPK11/MCU/ZFP36L2/RAF1/VDAC2/MAPK3/TSC1/SLC25A5/HLA-A/RELA/ITPR1/PPP1CB/ETS1/LIN52/HIPK3/RBL2/CCND2/TGFBR2/CHEK2/HLA-C/NFATC3/MDM2/RBBP4/TGFBR1/RAD9A/CDK6/RASSF5/GADD45A/ITPR3/PPP1CA/HLA-G/EIF4EBP1/CDK4/CHEK1/CCNB2/FBXW11/MAP2K2/NFKB1/RRAS/PIK3CA/NFATC1/MAPK1/E2F3/CDKN2A/CCNA2/MTOR/MYBL2/RRAS2/VDAC3/CCNE2/CDKN1A/MAPK13/AKT1/FOXO3/MAPKAPK2/NFATC2/CAPN1/HRAS/MRAS/NBN/HLA-E/PIK3R2/PPP3R1 71 KEGG hsa03015 mRNA surveillance pathway 48/2550 97/8135 0.0001361 0.001623 0.001233 PPP2R1A/ALYREF/NXF1/PNN/UPF1/PABPN1/SSU72/PPP1CB/RNMT/PPP2R3C/CPSF3/PPP2R2A/PABPC1/NCBP1/NCBP2/ACIN1/SAP18/PABPC1L/PCF11/UPF3B/NUDT21/CPSF7/DDX19A/DDX19B/EIF4A3/UPF2/GSPT1/SMG7/PPP2R5E/CPSF4/PPP1CA/PPP2R2D/TARDBP/CSTF2/PPP2R5D/SYMPK/SMG5/GSPT2/GLE1/PAPOLA/RBM8A/PAPOLG/CSTF3/HBS1L/RNPS1/NXT1/WDR82/PPP2CA 48 KEGG hsa05163 Human cytomegalovirus infection 96/2550 225/8135 0.0001886 0.002172 0.001649 GNB1/IL6R/GRB2/AKAP13/BAX/CREB1/CALM1/PRKCB/MAP2K6/KRAS/GNAI2/TAP2/MAPK11/RAF1/MAPK3/TSC1/FAS/RPS6KB1/HLA-A/RELA/B2M/ITPR1/RIPK1/PRKACA/GNAS/CRK/CALR/CHUK/IKBKB/CREB3/HLA-C/NFATC3/FADD/MDM2/CREB3L4/PRKCG/ADCY4/SOS2/PTGER4/PRKACB/CXCR4/PTK2B/ATF2/GNG11/CDK6/GNG8/IKBKG/ITPR3/TBK1/CREB3L2/CTNNB1/HLA-G/BAK1/EIF4EBP1/CDK4/GNA11/TRAF5/GNB4/TAPBP/MAP2K2/NFKB1/PIK3CA/ARHGEF1/NFATC1/PTK2/MAPK1/E2F3/PTGS2/IFNA17/RAC3/CDKN2A/GNAI1/MTOR/RPS6KB2/CASP8/TRADD/RAC2/VEGFA/GNG3/GNGT2/CDKN1A/MAPK13/GNA13/AKT1/ARHGEF11/ITGAV/NFATC2/PTGER1/CXCR2/HRAS/GNB2/CCR5/ADCY8/HLA-E/PIK3R2/PPP3R1 96 KEGG hsa05169 Epstein-Barr virus infection 87/2550 202/8135 0.0002541 0.002829 0.002149 BAX/PSMD4/PSMD8/PSMD3/PSMC5/RBPJ/MAP2K6/IRF9/TYK2/TAP2/MAPK11/MAPK8/PSMC3/PSMD13/TAB1/FAS/HLA-A/RELA/PSMC4/B2M/RIPK1/DDB2/ITGAL/PSMD12/PSMD2/CALR/CHUK/SKP2/CCND2/IKBKB/PSMD1/BTK/VIM/HLA-C/FADD/MDM2/HLA-DPB1/MAP2K4/PSMD14/PSMC6/MAP3K7/CDK6/IKBKG/GADD45A/HLA-DPA1/TBK1/IFNAR1/SYK/HLA-G/BAK1/CDK4/TRAF5/CD3G/CIR1/TAPBP/MAPK9/HLA-DOA/NFKB1/PIK3CA/POLK/NFKB2/MAVS/E2F3/CD3D/IFNA17/CCNA2/PSMC2/IKBKE/CASP8/TAB2/TRADD/CCNE2/CDKN1A/MAPK13/AKT1/HDAC1/TNFAIP3/HLA-DOB/JAK3/PSMD6/HLA-E/PIK3R2/OAS2/HDAC2/RELB/SIN3A/MAP2K7 87 KEGG hsa03010 Ribosome 70/2550 158/8135 0.0003742 0.004032 0.003063 MRPS16/MRPS10/MRPL21/MRPL11/MRPL12/MRPL16/MRPL24/RPL26L1/MRPL14/RPS9/RPL8/MRPL34/MRPL15/MRPS5/RPL37A/MRPS7/MRPL36/MRPL23/MRPL22/MRPS15/MRPL18/FAU/RPS15A/RPS6/MRPL17/RPL12/RPS16/MRPS21/RPLP0/MRPS12/MRPS11/RPS10/MRPS6/RPL15/MRPL28/RPS24/RPL35/RPS18/MRPL27/MRPL3/MRPL1/UBA52/MRPL33/RPS27/RPL39/MRPL13/RPS7/RPL29/RPS5/RPS15/RPL35A/MRPS17/RPL19/RPS4X/RPL36/MRPS2/RPL14/MRPL4/RPS19/MRPL2/RPL10A/RPLP2/RPL41/RPL10L/RPL6/MRPS18A/RPL23A/RPS21/RPL18/RPL32 70 KEGG hsa04141 Protein processing in endoplasmic reticulum 74/2550 171/8135 0.0006042 0.006306 0.00479 ERP29/SEC31B/HSP90B1/DDOST/BAX/UBE2G2/GANAB/HSP90AB1/BAG1/DNAJC3/SSR4/RPN1/SEC24B/VCP/SSR2/ATF6/MAPK8/UBQLN4/DNAJC1/SEC13/BCAP31/PDIA4/STT3A/TRAM1/EDEM1/RAD23A/SEL1L/CALR/LMAN2/SEC61A2/STT3B/NSFL1C/DAD1/PRKCSH/RAD23B/UBE2D2/NFE2L2/SEC23A/STUB1/PREB/PDIA6/PLAA/EIF2AK3/SEC31A/NPLOC4/SSR1/HSPA1L/SSR3/HSPH1/HYOU1/SEC24D/SEC24C/RPN2/BAK1/DNAJB12/WFS1/MAPK9/HSP90AA1/SIL1/EIF2AK4/SKP1/UBXN1/ATXN3/DERL2/XBP1/UBXN8/HERPUD1/CAPN1/MBTPS1/SEC24A/MBTPS2/RNF185/SAR1A/MAP2K7 74 KEGG hsa04723 Retrograde endocannabinoid signaling 65/2550 148/8135 0.0007919 0.008015 0.006087 GNB1/NDUFS1/NDUFS3/PRKCB/NDUFA11/ND2/ND4/NDUFB8/NDUFB2/NDUFB10/NDUFB9/NDUFB11/NDUFA8/GNAI2/NDUFAB1/NDUFB7/NDUFA13/MAPK11/NDUFA2/NDUFA7/MAPK8/NDUFS6/MAPK3/NDUFB1/NDUFS7/ITPR1/PRKACA/NDUFA9/NDUFA1/NDUFA3/NDUFB5/GABRR2/NDUFS2/NDUFB3/CACNA1B/NDUFB4/NDUFV3/PRKCG/NDUFA4/ADCY4/PRKACB/GNG11/NDUFA12/NDUFA6/GNG8/ITPR3/SLC32A1/NDUFA4L2/NDUFA10/GNB4/MAPK9/NDUFS4/MAPK1/PTGS2/GNAI1/NDUFC1/DAGLB/GNG3/GNGT2/MAPK13/NDUFV1/GNB2/ADCY8/ABHD6/CNR1 65 KEGG hsa00020 Citrate cycle (TCA cycle) 18/2550 30/8135 0.001095 0.01075 0.008168 CS/SDHC/FH/MDH2/MDH1/IDH2/SDHB/PC/ACLY/OGDH/IDH3G/PDHB/DLST/SDHA/SDHD/PCK2/ACO1/SUCLG1 18 KEGG hsa04068 FoxO signaling pathway 58/2550 131/8135 0.001169 0.01116 0.008474 GRB2/CDKN2D/ARAF/KRAS/PRKAG1/SIRT1/PRMT1/NLK/MAPK11/MAPK8/RAF1/MAPK3/SOD2/PRKAA1/S1PR4/CREBBP/BRAF/FBXO32/RBL2/CHUK/SKP2/CCND2/IKBKB/ATG12/GABARAPL2/STK4/TGFBR2/MDM2/HOMER3/SOS2/TGFBR1/GADD45A/PDPK1/CCNB2/IL10/MAP2K2/MAPK9/CAT/PIK3CA/PLK3/MAPK1/CSNK1E/FOXO4/INSR/FOXG1/CCNG2/CDKN1A/MAPK13/AKT1/PCK2/FBXO25/FOXO3/BNIP3/EGF/GABARAP/HRAS/PIK3R2/PLK4 58 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 81/2550 194/8135 0.001264 0.01173 0.008907 GNB1/BAX/CREB1/CALM1/BECN1/MAP2K6/PIK3CG/PREX1/KRAS/IRF9/IL6ST/TYK2/MAPK11/MAPK8/RAF1/MAPK3/FAS/HLA-A/RELA/ITPR1/CREBBP/CHUK/IKBKB/RCAN1/CXCL2/HLA-C/NFATC3/FADD/MAP2K4/PIK3R5/HIF1A/JAK2/GNG11/CDK6/GNG8/IKBKG/ITPR3/TBK1/UBA52/CTNNB1/IFNAR1/SYK/HLA-G/BAK1/CDK4/CD86/ZFP36/GNB4/MAP2K2/MAPK9/NFKB1/PIK3CA/ATG14/NFATC1/MAPK1/E2F3/PTGS2/IFNA17/CCR8/MTOR/UBC/IKBKE/CASP8/PIK3C3/TRADD/VEGFA/GNG3/GNGT2/CDKN1A/MAPK13/AKT1/MAPKAPK2/NFATC2/HRAS/GNB2/CCR5/HLA-E/PIK3R2/MAP1LC3B2/PPP3R1/MAP2K7 81 KEGG hsa04012 ErbB signaling pathway 40/2550 85/8135 0.001662 0.015 0.0114 CBL/GRB2/PRKCB/ARAF/KRAS/AREG/MAPK8/RAF1/MAPK3/RPS6KB1/BRAF/CRK/SHC1/CBLB/CAMK2D/MAP2K4/PRKCG/BAD/SOS2/EREG/EIF4EBP1/MAP2K2/MAPK9/PIK3CA/STAT5A/PTK2/MAPK1/PAK2/MTOR/RPS6KB2/ABL1/CDKN1A/AKT1/STAT5B/EGF/HBEGF/HRAS/PIK3R2/ABL2/MAP2K7 40 KEGG hsa01200 Carbon metabolism 51/2550 115/8135 0.002157 0.01873 0.01422 AMT/ALDH6A1/PGLS/CS/SDHC/MCEE/FH/MDH2/ESD/MDH1/IDH2/PCCB/PRPS2/ACOX1/ECHS1/PGK1/HK1/ENO2/SDHB/PC/PGP/TKT/SHMT2/GOT2/TPI1/OGDH/TKTL2/IDH3G/H6PD/RGN/CAT/PDHB/PKM/TALDO1/PGAM1/DLST/GAPDH/ADH5/SDHA/SDHD/HK3/PHGDH/AGXT/HKDC1/FBP1/ACO1/SUCLG1/SDS/SHMT1/PRPS1L1/ALDOA 51 KEGG hsa03030 DNA replication 20/2550 36/8135 0.002187 0.01873 0.01422 RPA2/RFC2/MCM7/POLE/POLE4/MCM6/RNASEH2A/POLD1/POLD2/RPA4/POLD4/MCM5/SSBP1/FEN1/PRIM1/POLA1/PCNA/RNASEH2C/MCM3/PRIM2 20 KEGG hsa05203 Viral carcinogenesis 83/2550 204/8135 0.00269 0.02246 0.01706 CHD4/GRB2/SND1/BAX/CREB1/RBPJ/KRAS/IRF9/IL6ST/DDB1/YWHAB/MAPK3/SCRIB/HLA-A/RELA/CREBBP/EGR2/HDAC4/GTF2H4/PRKACA/RBL2/SKP2/CCND2/CREB3/CDC42/TRAF1/TBP/DNAJA3/HLA-C/HDAC3/YWHAZ/MDM2/HDAC8/KAT2B/CREB3L4/BAD/DDX3X/PRKACB/MRPS18B/ATF2/CDK6/IKBKG/CREB3L2/SYK/HLA-G/BAK1/CDK4/TRAF5/CHEK1/HNRNPK/YWHAQ/NFKB1/PIK3CA/NFKB2/STAT5A/PKM/MAPK1/DLG1/CCR8/CDKN2A/CCNA2/EGR3/CASP8/TRADD/CDC20/VDAC3/CCNE2/GTF2H3/ATP6V0D2/CDKN1A/SRF/STAT5B/HDAC1/JAK3/MAPKAPK2/GTF2E2/REL/HRAS/CCR5/RANBP1/HLA-E/PIK3R2/HDAC2 83 KEGG hsa05165 Human papillomavirus infection 127/2550 331/8135 0.003343 0.02659 0.0202 CHD4/PPP2R1A/GRB2/BAX/CREB1/PRKCI/RBPJ/ATP6V1G1/DVL3/KRAS/ATR/IRF9/TYK2/RAF1/MAPK3/TSC1/FZD6/FAS/RPS6KB1/BCAP31/FZD2/SCRIB/HLA-A/RELA/CREBBP/TUBG2/ATP6V1D/THBS1/PRKACA/GNAS/PPP2R3C/RBL2/NFX1/CHUK/THBS3/CCND2/ATP6V1E2/IKBKB/CREB3/PPP2R2A/TCIRG1/THBS4/CDC42/COL1A1/TBP/HLA-C/CSNK1A1/FADD/MAML1/MDM2/CREB3L4/HES7/BAD/SOS2/PTGER4/PRKACB/FZD1/CDK6/PPP2R5E/IKBKG/TBK1/COL2A1/CREB3L2/CTNNB1/IFNAR1/COMP/RELN/HLA-G/BAK1/EIF4EBP1/PPP2R2D/CDK4/TNN/HES5/WNT8B/MAP2K2/NFKB1/PPP2R5D/PIK3CA/ATP6V0A2/ITGA11/PKM/PTK2/MAPK1/DLG1/ITGA5/PTGS2/IFNA17/CCNA2/MTOR/DVL2/RPS6KB2/WNT2B/ATP6V0B/IKBKE/CASP8/TRADD/DLG3/WNT11/VEGFA/CCNE2/TUBG1/ATP6V0D2/ITGA3/ITGA9/CDKN1A/ITGB5/WNT1/AKT1/COL9A2/ITGAV/HDAC1/ITGA2B/EGF/CHAD/ATP6V1H/HRAS/COL1A2/PRKCZ/ATP6V1E1/ITGB1/COL4A2/HLA-E/PIK3R2/FZD9/HDAC2/PPP2CA 127 KEGG hsa04210 Apoptosis 58/2550 136/8135 0.003344 0.02659 0.0202 XIAP/BAX/TNFRSF10A/DFFA/CTSZ/LMNB2/KRAS/CTSK/MAPK8/RAF1/MAPK3/CFLAR/PIDD1/FAS/RELA/ITPR1/RIPK1/PARP1/CHUK/BIRC2/NGF/IKBKB/TRAF1/BIRC3/PARP3/FADD/BAD/EIF2AK3/MCL1/ENDOG/CTSC/AIFM1/CTSH/IKBKG/GADD45A/ITPR3/CASP6/CASP2/DFFB/BAK1/PDPK1/LMNB1/MAP2K2/MAPK9/NFKB1/PIK3CA/MAPK1/CASP8/TRADD/TUBA1B/CTSB/AKT1/CAPN1/DIABLO/HRAS/BIRC5/TUBA4A/PIK3R2 58 KEGG hsa04668 TNF signaling pathway 49/2550 112/8135 0.003645 0.02831 0.0215 CREB1/MAP2K6/MAPK11/MAPK8/TAB1/MAPK3/LIF/CFLAR/FAS/RELA/RIPK1/CHUK/BIRC2/IKBKB/CREB3/TRAF1/RPS6KA4/CXCL2/BIRC3/FADD/BAG4/CREB3L4/MAP2K4/CXCL5/MMP9/MAP3K7/TNFRSF1B/ATF2/IKBKG/TAB3/CREB3L2/TRAF5/MAPK9/NFKB1/PIK3CA/MAPK1/PTGS2/CASP8/TAB2/TRADD/VCAM1/MAPK13/AKT1/TNFAIP3/SOCS3/PIK3R2/IL18R1/IL15/MAP2K7 49 KEGG hsa04110 Cell cycle 54/2550 126/8135 0.004007 0.03042 0.0231 CDKN2D/RAD21/ATR/ANAPC16/YWHAB/STAG1/ANAPC11/CREBBP/ANAPC4/CDC26/RBL2/MCM7/SKP2/CCND2/CDKN2C/SMC3/CHEK2/CDK7/MCM6/PRKDC/MAD2L2/YWHAZ/SMC1A/MDM2/STAG2/DBF4/CDKN1C/CDK6/GADD45A/CDK4/CDC45/CHEK1/CCNB2/YWHAQ/CDC14B/MCM5/E2F3/CDKN2A/CCNA2/ANAPC7/ORC5/MAD2L1/FZR1/CDC20/ZBTB17/SKP1/CCNE2/ABL1/CDKN1A/PCNA/MCM3/HDAC1/ANAPC15/HDAC2 54 KEGG hsa01524 Platinum drug resistance 34/2550 73/8135 0.004408 0.03222 0.02447 XIAP/BAX/REV3L/MAPK3/GSTP1/FAS/BIRC2/GSTM5/SLC31A1/BIRC3/FADD/MDM2/ABCC2/BAD/ATP7A/BAK1/PDPK1/PIK3CA/TOP2A/MAPK1/CDKN2A/POLH/MSH6/TOP2B/MGST2/CASP8/CDKN1A/GSTA4/ERCC1/AKT1/MLH1/GSTT2/BIRC5/PIK3R2 34 KEGG hsa00510 N-Glycan biosynthesis 25/2550 50/8135 0.004437 0.03222 0.02447 DDOST/GANAB/ALG6/RPN1/ALG14/DPM3/FUT8/SRD5A3/STT3A/DOLK/MAN2A2/ALG9/STT3B/DAD1/ALG5/ALG12/DPM2/ALG13/MGAT4B/RPN2/ALG3/DOLPP1/ALG1/ST6GAL1/ALG8 25 KEGG hsa04664 Fc epsilon RI signaling pathway 32/2550 68/8135 0.004649 0.03266 0.0248 GRB2/MAP2K6/KRAS/MAPK11/VAV1/MAPK8/RAF1/MAPK3/BTK/FCER1A/MAP2K4/SOS2/INPP5D/FYN/SYK/PDPK1/VAV3/MAP2K2/MAPK9/PIK3CA/LCP2/MAPK1/RAC3/RAC2/ALOX5AP/MAPK13/AKT1/IL13/VAV2/HRAS/PIK3R2/MAP2K7 32 KEGG hsa03410 Base excision repair 18/2550 33/8135 0.004693 0.03266 0.0248 MPG/APEX1/NTHL1/PARP1/POLE/POLE4/PARP3/POLD1/POLD2/TDG/POLD4/UNG/SMUG1/FEN1/OGG1/PCNA/XRCC1/NEIL2 18 KEGG hsa03250 Viral life cycle - HIV-1 30/2550 63/8135 0.004869 0.03319 0.02521 CDK9/PIN1/BICD2/BST2/NUP153/TNPO3/NELFB/SERINC3/VPS4B/CREBBP/SUPT5H/APOBEC3C/SAMHD1/SUPT4H1/KAT2B/CXCR4/CPSF7/ELL/AFF4/RANBP2/FURIN/CCNT2/ELL2/CCNT1/PPIA/CHMP4B/TSG101/APOBEC3G/CCR5/RAN 30 KEGG hsa05219 Bladder cancer 21/2550 41/8135 0.006194 0.04137 0.03142 ARAF/KRAS/RAF1/MAPK3/BRAF/THBS1/MDM2/MMP9/CDK4/DAPK3/MAP2K2/MAPK1/E2F3/CDKN2A/VEGFA/UPK3A/CDKN1A/EGF/HBEGF/HRAS/CDH1 21 KEGG hsa04625 C-type lectin receptor signaling pathway 45/2550 104/8135 0.006632 0.04252 0.03229 CALM1/KRAS/IRF9/MAPK11/MAPK8/RAF1/MAPK3/RELA/ITPR1/EGR2/CHUK/IKBKB/PYCARD/CBLB/NFATC3/MDM2/CLEC1B/IKBKG/ITPR3/SYK/IL10/MAPK9/NFKB1/RRAS/PIK3CA/PLK3/NFKB2/NFATC1/MAPK1/PTGS2/EGR3/RRAS2/IKBKE/CASP8/LSP1/MAPK13/AKT1/MAPKAPK2/NFATC2/HRAS/MRAS/PIK3R2/PPP3R1/RELB/IL17D 45 KEGG hsa04660 T cell receptor signaling pathway 45/2550 104/8135 0.006632 0.04252 0.03229 GRB2/KRAS/MAPK11/VAV1/MAPK8/RAF1/MAPK3/RELA/CHUK/IKBKB/PDCD1/CDC42/ZAP70/CBLB/NFATC3/MAP3K7/PTPRC/SOS2/IKBKG/FYN/CDK4/PDPK1/VAV3/CD3G/IL10/MAP2K2/MAPK9/NFKB1/PIK3CA/NFATC1/LCP2/MAPK1/DLG1/CD3D/ICOS/PAK2/MAPK13/AKT1/CARD11/NFATC2/VAV2/HRAS/PIK3R2/PPP3R1/MAP2K7 45 KEGG hsa04137 Mitophagy - animal 33/2550 72/8135 0.006747 0.04252 0.03229 BECN1/ULK1/KRAS/CSNK2A1/FIS1/MAPK8/ATG9A/USP8/PINK1/RELA/MFN1/RHOT2/GABARAPL2/NBR1/EIF2AK3/HIF1A/TBK1/UBA52/MAPK9/RRAS/BCL2L13/UBC/RRAS2/CSNK2B/BNIP3L/TFEB/TBC1D15/FOXO3/BNIP3/GABARAP/HRAS/MRAS/MAP1LC3B2 33 KEGG hsa03020 RNA polymerase 18/2550 34/8135 0.007089 0.04385 0.0333 POLR2F/POLR2J/POLR3H/POLR2G/POLR2H/POLR2I/CRCP/POLR2B/POLR3K/POLR3F/POLR2L/ZNRD1/POLR2E/TWISTNB/POLR1C/POLR2D/POLR1D/POLR2C 18 KEGG hsa05205 Proteoglycans in cancer 81/2550 205/8135 0.007398 0.04445 0.03376 CBL/GRB2/PRKCB/ARAF/KRAS/MAPK11/VAV1/RAF1/MAPK3/EZR/FZD6/FAS/RPS6KB1/IQGAP1/FZD2/ITPR1/PPP1CB/BRAF/EIF4B/THBS1/PRKACA/PPP1R12A/RPS6/CDC42/FLNA/COL1A1/CAMK2D/MDM2/PRKCG/MMP9/HIF1A/SOS2/PRKACB/FZD1/TIAM1/CTTN/ITPR3/TWIST1/PDCD4/CTNNB1/PPP1CA/PDPK1/MSN/VAV3/WNT8B/MAP2K2/RRAS/PIK3CA/ARHGEF1/PTK2/MAPK1/ITGA5/MTOR/RPS6KB2/RRAS2/WNT2B/TFAP4/WNT11/VEGFA/FLNB/NUDT16L1/CDKN1A/ITGB5/MAPK13/WNT1/AKT1/LUM/ITGAV/VAV2/HBEGF/HRAS/COL1A2/ITGB1/RDX/MRAS/HSPG2/PIK3R2/FZD9/HGF/SHH/CD63 81 KEGG hsa04142 Lysosome 55/2550 132/8135 0.007453 0.04445 0.03376 AP3D1/AP3B1/IGF2R/M6PR/AP1G1/AP1S1/CTSZ/GGA3/CTSK/AGA/AP1G2/GNPTG/ACP5/LAMP1/NCOA7/TCIRG1/HEXA/AP3M2/MAN2B1/NAGPA/GGA2/CTSC/CTSH/LAPTM4B/AP3S1/LGMN/DNASE2/LIPA/SUMF1/NAPSA/GNPTAB/ATP6V0A2/AP1S2/DMXL1/CD164/TPP1/ATP6V0B/SORT1/CTSB/CLTA/ATP6V0D2/ABCB9/ARSG/LAPTM4A/NAGA/CLTC/ATP6V1H/CLTB/IDS/HEXB/HYAL2/GALNS/DMXL2/CD63/AP4B1 55 KEGG hsa05210 Colorectal cancer 38/2550 86/8135 0.008028 0.04704 0.03573 GRB2/BAX/ARAF/KRAS/AREG/MAPK8/RAF1/MAPK3/RPS6KB1/BRAF/APPL1/DDB2/TGFBR2/BAD/SOS2/EREG/TGFBR1/GADD45A/CTNNB1/BAK1/MAP2K2/MAPK9/PIK3CA/POLK/MAPK1/RALB/RAC3/MSH6/MTOR/RPS6KB2/RAC2/CDKN1A/AKT1/MLH1/EGF/HRAS/BIRC5/PIK3R2 38 KEGG hsa04136 Autophagy - other 17/2550 32/8135 0.008409 0.04842 0.03678 IGBP1/BECN1/ATG10/ATG13/ATG4B/ATG4D/ATG9A/ATG2A/ATG12/GABARAPL2/ATG2B/MTOR/PIK3C3/ATG4A/GABARAP/ULK2/PPP2CA 17 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 39/2550 89/8135 0.008609 0.04874 0.03702 MAP2K6/KRAS/CSNK2A1/MAPK11/RAF1/MAPK3/RPS6KB1/RELA/CHUK/EML4/IKBKB/MAP3K3/PDCD1/ZAP70/BATF/NFATC3/HIF1A/JAK2/CD274/IKBKG/CD3G/MAP2K2/NFKB1/PIK3CA/NFATC1/MAPK1/BATF3/CD3D/MTOR/RPS6KB2/CSNK2B/MAPK13/AKT1/TLR9/NFATC2/EGF/HRAS/PIK3R2/PPP3R1 39 KEGG hsa01523 Antifolate resistance 16/2550 30/8135 0.009981 0.05556 0.0422 ABCC1/RELA/DHFR/CHUK/IKBKB/ABCC2/SHMT2/IKBKG/NFKB1/ATIC/FOLR2/ABCC3/ALOX12/GGH/TYMS/SHMT1 16 KEGG hsa05213 Endometrial cancer 27/2550 58/8135 0.01062 0.05812 0.04415 GRB2/BAX/ARAF/KRAS/RAF1/MAPK3/BRAF/DDB2/BAD/SOS2/GADD45A/CTNNB1/BAK1/PDPK1/MAP2K2/PIK3CA/POLK/MAPK1/CDKN1A/AKT1/MLH1/FOXO3/CTNNA1/EGF/HRAS/CDH1/PIK3R2 27 KEGG hsa00920 Sulfur metabolism 7/2550 10/8135 0.01368 0.07109 0.05399 BPNT1/ETHE1/PAPSS1/TST/MPST/PAPSS2/SELENBP1 7 KEGG hsa04370 VEGF signaling pathway 27/2550 59/8135 0.01384 0.07109 0.05399 PRKCB/KRAS/MAPK11/RAF1/SH2D2A/MAPK3/CDC42/PRKCG/BAD/MAPKAPK3/SPHK2/MAP2K2/PIK3CA/PTK2/MAPK1/PTGS2/RAC3/RAC2/VEGFA/MAPK13/AKT1/MAPKAPK2/NFATC2/HRAS/SPHK1/PIK3R2/PPP3R1 27 KEGG hsa04657 IL-17 signaling pathway 40/2550 94/8135 0.01389 0.07109 0.05399 HSP90B1/SRSF1/HSP90AB1/MAPK11/MAPK8/FOSB/MAPK3/S100A8/RELA/CHUK/IKBKB/CXCL2/FADD/LCN2/CXCL5/MMP9/JUND/MAP3K7/MAPK7/IKBKG/TBK1/IL17RC/TAB3/TRAF5/MAPK9/NFKB1/HSP90AA1/IL17RA/MAPK1/PTGS2/IKBKE/CASP8/TAB2/TRADD/MAPK13/TNFAIP3/IL13/TRAF4/IL17D/IL17F 40 KEGG hsa05214 Glioma 33/2550 75/8135 0.0139 0.07109 0.05399 GRB2/BAX/CALM1/PRKCB/ARAF/KRAS/RAF1/CAMK1D/MAPK3/BRAF/DDB2/SHC1/CAMK2D/CAMK1/MDM2/PRKCG/SOS2/CDK6/GADD45A/BAK1/CDK4/MAP2K2/PIK3CA/POLK/MAPK1/E2F3/CDKN2A/MTOR/CDKN1A/AKT1/EGF/HRAS/PIK3R2 33 KEGG hsa04071 Sphingolipid signaling pathway 49/2550 119/8135 0.01426 0.07109 0.05399 PPP2R1A/BAX/PRKCB/KRAS/GNAI2/MAPK11/MAPK8/RAF1/ABCC1/MAPK3/S1PR4/RELA/PPP2R3C/CERS2/PPP2R2A/NSMAF/SGMS1/FCER1A/PRKCG/PPP2R5E/PLD2/FYN/SPHK2/PPP2R2D/OPRD1/PDPK1/MAP2K2/MAPK9/NFKB1/PPP2R5D/PIK3CA/MAPK1/RAC3/GNAI1/SPTLC2/TRADD/RAC2/CERS4/SGPL1/MAPK13/GNA13/AKT1/SPTLC1/HRAS/PRKCZ/SGPP2/SPHK1/PIK3R2/PPP2CA 49 KEGG hsa04935 Growth hormone synthesis, secretion and action 49/2550 119/8135 0.01426 0.07109 0.05399 GRB2/CREB1/PRKCB/MAP2K6/KRAS/GNAI2/MAPK11/MAPK8/RAF1/MAPK3/ITPR1/CREBBP/PRKACA/GNAS/CRK/CREB3/SHC1/CREB3L4/MAP2K4/PRKCG/ADCY4/JAK2/SOS2/PRKACB/ATF2/ITPR3/SOCS1/CREB3L2/GH1/GNA11/MAP2K2/MAPK9/PIK3CA/STAT5A/PTK2/MAPK1/GNAI1/MTOR/MAPK13/AKT1/STAT5B/SST/SSTR1/HRAS/SOCS3/CSH1/ADCY8/GHSR/PIK3R2 49 KEGG hsa04211 Longevity regulating pathway 38/2550 89/8135 0.01527 0.075 0.05696 BAX/CREB1/ULK1/ATG13/KRAS/PRKAG1/SIRT1/TSC1/SOD2/PRKAA1/RPS6KB1/RB1CC1/ADIPOR1/RELA/APPL1/PRKACA/CREB3/CREB3L4/ADCY4/PRKACB/ATF2/EIF4E2/CREB3L2/EIF4EBP1/NFKB1/CAT/PIK3CA/MTOR/RPS6KB2/INSR/PPARGC1A/EHMT1/AKT1/FOXO3/HRAS/ADCY8/EIF4E/PIK3R2 38 KEGG hsa00562 Inositol phosphate metabolism 32/2550 73/8135 0.01624 0.07862 0.05971 ALDH6A1/SACM1L/PIK3CG/PIK3C2A/INPP5A/IPPK/PIP4K2B/PLCD1/PIP4K2A/ISYNA1/SYNJ1/MTMR6/MTMR14/IMPA1/PIP4K2C/MTMR1/INPP5D/MIOX/PLCH1/TPI1/PIK3CA/INPP5J/INPP5E/MTMR2/FIG4/PIK3C3/INPPL1/PI4KB/MTM1/MTMR7/PLCH2/PI4K2A 32 KEGG hsa05225 Hepatocellular carcinoma 66/2550 168/8135 0.01673 0.07984 0.06064 SMARCA2/GRB2/SMARCD2/BAX/PRKCB/ARID1A/ARAF/DVL3/KRAS/KEAP1/RAF1/MAPK3/FZD6/SMARCC1/GSTP1/RPS6KB1/FZD2/BRAF/DDB2/GSTM5/LRP6/PHF10/SHC1/TGFBR2/CSNK1A1/NFE2L2/PRKCG/ARID2/BAD/SOS2/FZD1/TGFBR1/CDK6/GADD45A/CTNNB1/BAK1/CDK4/FRAT2/SMARCA4/NQO1/WNT8B/MAP2K2/PIK3CA/POLK/MAPK1/E2F3/SMARCC2/ARID1B/SMARCD1/CDKN2A/MTOR/DVL2/MGST2/RPS6KB2/WNT2B/WNT11/CDKN1A/GSTA4/WNT1/AKT1/DPF1/HRAS/GSTT2/PIK3R2/FZD9/HGF 66 KEGG hsa01522 Endocrine resistance 41/2550 98/8135 0.01769 0.08204 0.06231 GRB2/BAX/ARAF/KRAS/MAPK11/MAPK8/RAF1/MAPK3/RPS6KB1/BRAF/PRKACA/GNAS/NCOR1/CDKN2C/SHC1/MDM2/BAD/MMP9/ADCY4/SOS2/DLL1/PRKACB/MED1/CDK4/MAP2K2/MAPK9/PIK3CA/PTK2/MAPK1/E2F3/CDKN2A/MTOR/RPS6KB2/CDKN1A/MAPK13/AKT1/HBEGF/HRAS/ADCY8/BIK/PIK3R2 41 KEGG hsa05231 Choline metabolism in cancer 41/2550 98/8135 0.01769 0.08204 0.06231 GRB2/WASF2/PRKCB/DGKH/PCYT1A/GPCPD1/KRAS/DGKD/MAPK8/RAF1/MAPK3/TSC1/RPS6KB1/LYPLA1/DGKA/PRKCG/HIF1A/SOS2/PLD2/EIF4EBP1/PDPK1/MAP2K2/CHKB/MAPK9/DGKQ/PIK3CA/MAPK1/RAC3/MTOR/RPS6KB2/RAC2/SLC22A5/CHPT1/AKT1/WASF3/EGF/HRAS/SLC22A3/PCYT1B/SLC22A1/PIK3R2 41 KEGG hsa03420 Nucleotide excision repair 22/2550 47/8135 0.01862 0.0852 0.06472 DDB1/RPA2/RFC2/GTF2H4/DDB2/RAD23A/POLE/POLE4/RAD23B/CDK7/POLD1/CETN2/POLD2/ERCC2/ERCC8/RPA4/POLD4/ERCC6/GTF2H3/PCNA/ERCC1/CUL4A 22 KEGG hsa05211 Renal cell carcinoma 30/2550 69/8135 0.02215 0.09998 0.07594 VHL/GRB2/ARAF/FH/KRAS/RAF1/MAPK3/CREBBP/BRAF/ETS1/CRK/EGLN1/CDC42/BAD/HIF1A/SOS2/PRCC/MAP2K2/PIK3CA/RAP1B/MAPK1/PAK2/CUL2/VEGFA/CDKN1A/AKT1/EGLN3/HRAS/PIK3R2/HGF 30 KEGG hsa00100 Steroid biosynthesis 11/2550 20/8135 0.0238 0.1046 0.07943 SC5D/SOAT1/EBP/NSDHL/DHCR7/LIPA/DHCR24/CYP2R1/CEL/LBR/LSS 11 KEGG hsa00670 One carbon pool by folate 11/2550 20/8135 0.0238 0.1046 0.07943 AMT/DHFR/MTHFD1/SHMT2/ALDH1L1/ATIC/MTHFD1L/MTR/TYMS/SHMT1/MTFMT 11 KEGG hsa05215 Prostate cancer 40/2550 97/8135 0.02445 0.106 0.08054 GRB2/HSP90B1/CREB1/HSP90AB1/ARAF/KRAS/RAF1/MAPK3/GSTP1/RELA/CREBBP/BRAF/CHUK/IKBKB/CREB3/NKX3-1/MDM2/CREB3L4/BAD/MMP9/SOS2/IKBKG/CREB3L2/CTNNB1/SRD5A2/PDPK1/MAP2K2/NFKB1/PIK3CA/HSP90AA1/MAPK1/E2F3/MTOR/CCNE2/CDKN1A/AKT1/SPINT1/EGF/HRAS/PIK3R2 40 KEGG hsa05221 Acute myeloid leukemia 29/2550 67/8135 0.02586 0.1107 0.0841 GRB2/ARAF/KRAS/RAF1/MAPK3/RPS6KB1/RELA/BRAF/CHUK/IKBKB/BAD/SOS2/PPARD/IKBKG/EIF4EBP1/MAP2K2/NFKB1/PIK3CA/CSF1R/STAT5A/MAPK1/CCNA2/MTOR/RPS6KB2/CEBPA/AKT1/STAT5B/HRAS/PIK3R2 29 KEGG hsa05135 Yersinia infection 54/2550 137/8135 0.02657 0.1123 0.08533 WASF2/ACTR2/ARPC1B/MAP2K6/ELMO2/MAPK11/VAV1/PKN2/MAPK8/TAB1/MAPK3/WASL/RELA/CRK/CHUK/ARPC3/IKBKB/PYCARD/CDC42/ZAP70/NFATC3/MAP2K4/MAP3K7/PTK2B/IKBKG/TBK1/RPS6KA1/VAV3/IL10/MAP2K2/MAPK9/NFKB1/PIK3CA/ARHGEF1/RPS6KA2/NFATC1/LCP2/PTK2/MAPK1/ITGA5/ARPC4/ELMO1/WIPF1/RAC3/TAB2/RAC2/MAPK13/AKT1/NFATC2/VAV2/ITGB1/WIPF2/PIK3R2/MAP2K7 54 KEGG hsa04926 Relaxin signaling pathway 51/2550 129/8135 0.02878 0.1202 0.09127 GNB1/GRB2/CREB1/ARRB1/KRAS/GNAI2/MAPK11/MAPK8/RAF1/MAPK3/RELA/PRKACA/GNAS/CREB3/SHC1/COL1A1/TGFBR2/CREB3L4/MAP2K4/MMP9/ADCY4/SOS2/PRKACB/ATF2/GNG11/TGFBR1/GNG8/CREB3L2/GNB4/MAP2K2/MAPK9/NFKB1/PIK3CA/MAPK1/NOS1/GNAI1/VEGFA/GNG3/GNGT2/RXFP2/MAPK13/AKT1/RXFP3/HRAS/GNB2/COL1A2/PRKCZ/ADCY8/COL4A2/PIK3R2/MAP2K7 51 KEGG hsa04064 NF-kappa B signaling pathway 42/2550 104/8135 0.03104 0.128 0.09721 XIAP/PRKCB/CSNK2A1/ERC1/TAB1/CFLAR/PIDD1/RELA/RIPK1/PARP1/CHUK/BIRC2/IKBKB/BTK/TRAF1/CXCL2/ZAP70/BIRC3/MAP3K7/IKBKG/GADD45A/TAB3/LTB/SYK/UBE2I/TRAF5/NFKB1/NFKB2/PIAS4/PTGS2/CSNK2B/CARD10/TAB2/TRADD/VCAM1/TNFRSF13C/TNFAIP3/EDAR/TRIM25/CARD11/EDA/RELB 42 KEGG hsa03018 RNA degradation 33/2550 79/8135 0.03181 0.1296 0.09842 PAN3/DDX6/XRN1/CNOT2/DCPS/TOB2/EXOSC5/LSM2/PAN2/LSM1/EXOSC10/LSM4/LSM6/EXOSC2/CNOT6L/C1D/PABPC1/PABPC1L/LSM7/LSM8/HSPA9/ENO2/EXOSC4/CNOT10/EDC4/BTG2/DCP1A/EXOSC7/EXOSC3/BTG3/CNOT1/CNOT6/HSPD1 33 KEGG hsa04146 Peroxisome 34/2550 82/8135 0.03319 0.132 0.1002 PMVK/PXMP2/PRDX5/SOD2/IDH2/PECR/PEX26/ACOX1/PEX1/ACAA1/ECH1/PRDX1/PEX6/AMACR/ACSL3/NUDT7/PEX16/NUDT19/PXMP4/PHYH/CAT/MPV17L/MPV17/ECI2/DAO/PAOX/EHHADH/ACSL5/AGXT/ACSL1/CROT/HMGCL/ACOT8/SOD1 34 KEGG hsa04662 B cell receptor signaling pathway 34/2550 82/8135 0.03319 0.132 0.1002 GRB2/PRKCB/LILRA4/KRAS/VAV1/RAF1/MAPK3/RELA/CHUK/IKBKB/BTK/NFATC3/SOS2/INPP5D/IKBKG/SYK/VAV3/MAP2K2/NFKB1/PIK3CA/NFATC1/MAPK1/RAC3/LILRA5/RAC2/AKT1/INPPL1/CARD11/NFATC2/VAV2/HRAS/PIK3R2/PPP3R1/CD72 34 KEGG hsa04151 PI3K-Akt signaling pathway 127/2550 354/8135 0.03546 0.1393 0.1058 GNB1/PPP2R1A/IL6R/GRB2/CRTC2/HSP90B1/CREB1/HSP90AB1/PIK3CG/KRAS/AREG/YWHAB/PKN2/RAF1/MAPK3/TSC1/PRKAA1/RPS6KB1/IL4R/LPAR2/RELA/EIF4B/THBS1/EFNA4/PPP2R3C/RBL2/CHUK/EPHA2/THBS3/CCND2/NGF/MTCP1/IKBKB/CREB3/PPP2R2A/RPS6/THBS4/COL1A1/GYS2/YWHAZ/MDM2/CREB3L4/PIK3R5/BAD/IL7/JAK2/SOS2/MCL1/EREG/ATF2/EIF4E2/GNG11/CDK6/GNG8/PPP2R5E/IKBKG/COL2A1/CREB3L2/FLT4/IFNAR1/SYK/COMP/RELN/IL2RB/EIF4EBP1/PPP2R2D/GH1/CDK4/PDPK1/TNN/GNB4/LPAR4/YWHAQ/MAP2K2/NFKB1/PPP2R5D/PIK3CA/CSF1R/HSP90AA1/ITGA11/PTK2/MAPK1/ITGA5/IFNA17/MTOR/RPS6KB2/RXRA/INSR/FGF10/VEGFA/OSM/CCNE2/GNG3/PHLPP1/GNGT2/LPAR3/ITGA3/ITGA9/CDKN1A/ITGB5/AKT1/LPAR5/PCK2/COL9A2/ITGAV/FOXO3/JAK3/ITGA2B/F2R/PGF/FGF3/FGF16/EGF/CHAD/MYB/HRAS/GNB2/COL1A2/PHLPP2/ITGB1/CSH1/EIF4E/COL4A2/LPAR6/PIK3R2/PPP2CA/HGF 127 KEGG hsa00513 Various types of N-glycan biosynthesis 18/2550 39/8135 0.03688 0.1432 0.1088 DDOST/RPN1/ALG14/FUT8/STT3A/MAN2A2/ALG9/STT3B/DAD1/HEXA/ALG12/ALG13/MGAT4B/RPN2/ALG3/B4GALNT3/HEXB/ALG1 18 KEGG hsa04380 Osteoclast differentiation 50/2550 128/8135 0.03764 0.1445 0.1097 GRB2/CREB1/MAP2K6/LILRA4/IRF9/TYK2/CTSK/MAPK11/MAPK8/FOSB/ACP5/TAB1/MAPK3/RELA/CHUK/FOSL2/IKBKB/BTK/TGFBR2/JUND/MAP3K7/TGFBR1/IKBKG/FYN/SOCS1/IFNAR1/SYK/MAPK9/NFKB1/PIK3CA/FHL2/CSF1R/NFKB2/FCGR3B/TREM2/NFATC1/LCP2/MAPK1/LILRA5/TAB2/MAPK13/AKT1/TYROBP/NFATC2/SOCS3/PIK3R2/PPP3R1/RELB/SIRPG/MAP2K7 50 KEGG hsa05160 Hepatitis C 60/2550 157/8135 0.03859 0.1465 0.1112 PPP2R1A/GRB2/BAX/ARAF/KRAS/IRF9/TYK2/YWHAB/RAF1/MAPK3/CFLAR/FAS/RELA/BRAF/RIPK1/CHUK/IKBKB/PPP2R2A/PPARA/FADD/YWHAZ/BAD/EIF2AK3/SOS2/CDK6/IKBKG/TBK1/PSME3/CTNNB1/IFNAR1/BAK1/PPP2R2D/CDK4/CLDN2/NR1H3/YWHAQ/MAP2K2/NFKB1/PIK3CA/MAPK1/MAVS/E2F3/IFNA17/RXRA/IKBKE/CASP8/TRADD/EIF2AK4/CLDN5/SCARB1/CDKN1A/AKT1/EGF/HRAS/SOCS3/CLDN6/PIK3R2/OAS2/PPP2CA/OCLN 60 KEGG hsa04144 Endocytosis 92/2550 251/8135 0.03949 0.1482 0.1126 CBL/ACTR2/ARF5/ARPC1B/IGF2R/ARFGEF1/IQSEC1/ARF3/PRKCI/SNX3/RAB11FIP3/SNX12/RABEP1/ARRB1/VPS26B/IST1/ZFYVE27/WASL/SNF8/USP8/HLA-A/VPS4B/KIF5B/ARFGAP2/CHMP2A/ARFGEF2/ACAP3/AGAP6/SMAP2/ARPC3/GBF1/RUFY2/SPG21/SH3KBP1/SNX4/CDC42/CYTH4/TGFBR2/HLA-C/CBLB/EPN1/ASAP1/MDM2/VPS28/CXCR4/HSPA1L/VPS35/TGFBR1/MVB12A/PLD2/AP2B1/IL2RB/HLA-G/VPS25/CXCR1/EEA1/SMURF2/GRK4/AP2S1/RAB11FIP5/ARPC4/WIPF1/FOLR2/RAB31/CLTA/VPS37B/ARFGAP1/CHMP4B/WWP1/RNF41/VPS26A/CBLC/RAB10/DNAJC6/TSG101/SH3GL3/VPS45/CLTC/CXCR2/KIF5A/HRAS/PRKCZ/AP2A2/CLTB/CCR5/WIPF2/RAB35/HLA-E/DNM3/RAB22A/DNM2/ZFYVE16 92 KEGG hsa04152 AMPK signaling pathway 47/2550 120/8135 0.04093 0.1519 0.1154 PPP2R1A/CRTC2/CREB1/FASN/RAB14/STRADA/ULK1/PRKAG1/SIRT1/TSC1/PRKAA1/RPS6KB1/ADIPOR1/PPP2R3C/CREB3/PPP2R2A/CAB39/GYS2/CREB3L4/MAP3K7/SREBF1/TBC1D1/PPP2R5E/CAB39L/CREB3L2/EIF4EBP1/PPP2R2D/PDPK1/LEPR/PPP2R5D/PIK3CA/EEF2/CCNA2/MTOR/RPS6KB2/INSR/PPARGC1A/RAB2A/AKT1/PCK2/RAB10/FOXO3/SCD/LIPE/FBP1/PIK3R2/PPP2CA 47 KEGG hsa04621 NOD-like receptor signaling pathway 69/2550 184/8135 0.04246 0.1558 0.1184 NLRP1/XIAP/TXN2/HSP90AB1/IRF9/TYK2/MAPK11/PKN2/MCU/MAPK8/GSDMD/VDAC2/TAB1/MAPK3/RELA/ITPR1/RIPK1/MFN1/CHUK/BIRC2/TXNIP/IKBKB/PYCARD/ATG12/GABARAPL2/CXCL2/BIRC3/GBP5/FADD/MAP3K7/NLRP12/IKBKG/ITPR3/NLRP7/TBK1/NAIP/TAB3/TRIP6/IFNAR1/TRAF5/TRPV2/MAPK9/NFKB1/CASP4/HSP90AA1/MAPK1/NOD1/MAVS/NLRX1/IFNA17/PANX1/IKBKE/CASP8/TAB2/CTSB/VDAC3/DHX33/ANTXR2/MAPK13/TANK/TNFAIP3/GBP2/GBP3/GABARAP/CAMP/SHARPIN/BRCC3/OAS2/MAP1LC3B2 69 KEGG hsa01250 Biosynthesis of nucleotide sugars 17/2550 37/8135 0.04383 0.1574 0.1196 PMM1/UGP2/TSTA3/GALT/HK1/NAGK/GALK1/NANS/MIOX/UGDH/UAP1L1/PGM2/GALK2/HK3/HKDC1/PGM3/GMDS 17 KEGG hsa05216 Thyroid cancer 17/2550 37/8135 0.04383 0.1574 0.1196 BAX/KRAS/MAPK3/BRAF/DDB2/CCDC6/GADD45A/CTNNB1/BAK1/TPM3/MAP2K2/POLK/MAPK1/RXRA/CDKN1A/HRAS/CDH1 17 KEGG hsa04371 Apelin signaling pathway 53/2550 139/8135 0.05152 0.1831 0.139 GNB1/CALM1/BECN1/PIK3CG/KRAS/PRKAG1/GNAI2/RAF1/MAPK3/PRKAA1/RPS6KB1/ITPR1/HDAC4/PRKACA/TFAM/RPS6/PIK3R5/ADCY4/PRKACB/GNG11/TGFBR1/GNG8/ITPR3/SPHK2/GNB4/MAP2K2/RRAS/RYR2/MAPK1/NOS1/GNAI1/MTOR/RPS6KB2/RRAS2/PIK3C3/PPARGC1A/GNG3/GNGT2/GNA13/AKT1/LIPE/MEF2D/AGTR1/PDE3B/HRAS/GNB2/ADCY8/APLN/MRAS/SPHK1/CDH1/MAP1LC3B2/EGR1 53 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 32/2550 79/8135 0.05251 0.1846 0.1402 IL6R/GRB2/BAX/PRKCB/ARAF/KRAS/RAF1/MAPK3/RPS6KB1/BRAF/RPS6/SHC1/PRKCG/BAD/JAK2/SOS2/EIF4E2/EIF4EBP1/MAP2K2/PIK3CA/MAPK1/MTOR/RPS6KB2/GAS6/VEGFA/AKT1/FOXO3/EGF/HRAS/EIF4E/PIK3R2/HGF 32 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 14/2550 30/8135 0.05634 0.196 0.1489 AMT/CS/MCEE/MDH2/MDH1/PCCB/HOGA1/AFMID/PGP/SHMT2/CAT/AGXT/ACO1/SHMT1 14 KEGG hsa04931 Insulin resistance 42/2550 108/8135 0.05705 0.1964 0.1492 CRTC2/CREB1/PRKCB/OGT/PRKAG1/MAPK8/PRKAA1/RPS6KB1/RELA/PPP1CB/SLC27A5/PPP1R3D/IKBKB/CREB3/PPARA/GYS2/CREB3L4/PPP1R3E/SREBF1/SLC27A1/RPS6KA1/CREB3L2/PPP1CA/PDPK1/NR1H3/PPARGC1B/MAPK9/NFKB1/PIK3CA/RPS6KA2/MTOR/RPS6KB2/PYGM/INSR/NR1H2/PPARGC1A/SLC27A6/AKT1/PCK2/PRKCZ/SOCS3/PIK3R2 42 KEGG hsa03440 Homologous recombination 18/2550 41/8135 0.06113 0.2084 0.1582 TOP3B/RPA2/TOPBP1/BABAM1/TOP3A/POLD1/POLD2/RPA4/BLM/BARD1/RAD51D/POLD4/UIMC1/SSBP1/RAD54B/RAD51C/NBN/BRCC3 18 KEGG hsa05130 Pathogenic Escherichia coli infection 72/2550 197/8135 0.06616 0.2232 0.1695 WASF2/ACTR2/ARPC1B/BAX/TNFRSF10A/SEC24B/ABI1/MAPK11/MAPK8/TAB1/MAPK3/WASL/EZR/ABCF2/FAS/LPAR2/RELA/NCKAP1L/RIPK1/TMED10/CHUK/ARPC3/IKBKB/PYCARD/BRK1/CDC42/CYTH4/FADD/MAP3K7/TLR5/CTTN/IKBKG/FYN/SEC24D/NAIP/TAB3/SEC24C/BAK1/CLDN2/LPAR4/MAPK9/NFKB1/ARHGEF1/CASP4/MAPK1/ARPC4/WIPF1/PAK2/CASP8/TAB2/TRADD/TUBA1B/CLDN5/GAPDH/MYO5C/TUBB1/ABL1/MYH9/MAPK13/GNA13/LPAR5/ARHGEF11/F2/F2R/WASF3/NCKAP1/SEC24A/ITGB1/WIPF2/CLDN6/TUBA4A/OCLN 72 KEGG hsa05218 Melanoma 29/2550 72/8135 0.06722 0.2245 0.1705 BAX/ARAF/KRAS/RAF1/MAPK3/BRAF/DDB2/MDM2/BAD/CDK6/GADD45A/BAK1/CDK4/MAP2K2/PIK3CA/POLK/MAPK1/E2F3/CDKN2A/FGF10/CDKN1A/AKT1/FGF3/FGF16/EGF/HRAS/CDH1/PIK3R2/HGF 29 KEGG hsa05222 Small cell lung cancer 36/2550 92/8135 0.06798 0.2248 0.1707 XIAP/BAX/RELA/CKS1B/DDB2/CHUK/BIRC2/SKP2/IKBKB/TRAF1/BIRC3/CDK6/IKBKG/GADD45A/BAK1/CDK4/TRAF5/NFKB1/PIK3CA/POLK/PTK2/E2F3/PTGS2/RXRA/ZBTB17/CCNE2/ITGA3/CDKN1A/CKS2/AKT1/ITGAV/ITGA2B/TRAF4/ITGB1/COL4A2/PIK3R2 36 KEGG hsa01230 Biosynthesis of amino acids 30/2550 75/8135 0.06913 0.2264 0.1719 CS/IDH2/PRPS2/PGK1/ENO2/ARG1/PC/ARG2/TKT/SHMT2/GOT2/TPI1/TKTL2/OTC/IDH3G/ASL/PKM/TALDO1/CTH/PGAM1/GAPDH/MAT2A/MTR/ASNS/PHGDH/ACO1/SDS/SHMT1/PRPS1L1/ALDOA 30 KEGG hsa03430 Mismatch repair 11/2550 23/8135 0.07252 0.2352 0.1786 RPA2/RFC2/POLD1/MLH3/POLD2/RPA4/POLD4/SSBP1/MSH6/PCNA/MLH1 11 KEGG hsa05168 Herpes simplex virus 1 infection 170/2550 495/8135 0.07664 0.241 0.183 ZNF641/BAX/SRSF1/ALYREF/ZNF155/BST2/SRSF4/NXF1/IRF9/TYK2/TAP2/TAB1/ZNF669/TSC1/ZNF383/ZNF562/FAS/ZNF567/HLA-A/RELA/ZNF26/B2M/PPP1CB/ZNF709/ZNF212/ZNF337/ZNF571/CALR/ZNF558/CHUK/BIRC2/ZNF783/ZNF566/IKBKB/ZNF440/ZNF100/ZNF808/ZNF8/ZNF43/ZNF184/SRPK1/ZNF611/ZNF224/ZNF324/ZNF331/ZNF570/POU2F1/HLA-C/ZNF275/BIRC3/FADD/ZNF200/ZNF700/ZNF222/ZNF10/ZNF677/ZNF582/ZNF548/HLA-DPB1/ZNF91/BAD/ZNF814/EIF2AK3/MAP3K7/ZNF556/JAK2/ZNF140/ZNF41/ZNF682/ZNF19/ZNF250/IKBKG/HLA-DPA1/TBK1/EIF2B4/ZNF713/SRSF6/IFNAR1/ZNF600/SYK/PPP1CA/ZNF778/ZNF461/HLA-G/ZNF684/BAK1/ZNF432/EIF4EBP1/ZNF793/ZNF189/TRAF5/ZNF480/ZNF268/ZNF555/ZNF316/ZNF436/POU2F2/TAPBP/ZNF540/HLA-DOA/NFKB1/ZNF565/ZNF136/ZNF506/PIK3CA/ZNF251/ZNF300/ZNF597/ZNF2/ZNF282/ZNF273/MAVS/ITGA5/ZNF23/ZNF205/ZNF805/IFNA17/ZNF33A/MTOR/ZFP30/ZNF225/ZNF615/ZNF689/ZNF182/ZNF568/EIF2B5/IKBKE/CASP8/TAB2/TRADD/ZNF675/ZNF17/EIF2AK4/ZNF230/ZNF763/ZNF141/EIF2B3/EIF2B1/ZNF79/ZNF12/ZNF333/AKT1/ZNF736/TLR9/ZNF578/ZNF587/ZNF530/HLA-DOB/ZNF425/SRSF3/ZNF124/ZNF93/SRSF8/ZNF443/ZNF585A/ZNF45/SOCS3/ZNF785/ZNF85/ZNF630/ZNF589/ZNF782/HLA-E/PIK3R2/OAS2/ZNF607/ZNF850/ZNF514/PILRA/ZNF107 170 KEGG hsa03450 Non-homologous end-joining 7/2550 13/8135 0.07717 0.241 0.183 XRCC6/POLM/PRKDC/DNTT/FEN1/XRCC5/LIG4 7 KEGG hsa04917 Prolactin signaling pathway 28/2550 70/8135 0.07719 0.241 0.183 GRB2/KRAS/MAPK11/MAPK8/RAF1/MAPK3/SOCS4/SOCS7/RELA/CCND2/SHC1/GALT/JAK2/SOS2/SOCS1/MAP2K2/MAPK9/NFKB1/PIK3CA/STAT5A/MAPK1/MAPK13/AKT1/STAT5B/FOXO3/HRAS/SOCS3/PIK3R2 28 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 28/2550 70/8135 0.07719 0.241 0.183 ATP6V1G1/MAPK11/MAPK8/RELA/ATP6V1D/CHUK/ADAM10/ATP6V1E2/IKBKB/TCIRG1/CDC42/CXCL2/MAP2K4/IKBKG/CXCR1/MAPK9/NFKB1/ATP6V0A2/NOD1/CSK/ATP6V0B/ATP6V0D2/MAPK13/F11R/CXCR2/HBEGF/ATP6V1H/ATP6V1E1 28 KEGG hsa04115 p53 signaling pathway 29/2550 73/8135 0.0792 0.2449 0.186 SIVA1/BAX/TNFRSF10A/CD82/ATR/PIDD1/FAS/THBS1/DDB2/SIAH1/GORAB/CCND2/CHEK2/MDM2/RPRM/CDK6/GADD45A/RRM2B/RCHY1/CDK4/CHEK1/TP53I3/CCNB2/CDKN2A/CASP8/CCNG2/CCNE2/CDKN1A/STEAP3 29 KEGG hsa04213 Longevity regulating pathway - multiple species 25/2550 62/8135 0.08392 0.2554 0.194 KRAS/PRKAG1/SIRT1/SOD2/PRKAA1/RPS6KB1/PRKACA/ADCY4/PRKACB/HSPA1L/CLPB/CAT/PIK3CA/EIF4EBP2/MTOR/RPS6KB2/INSR/AKT1/HDAC1/FOXO3/HRAS/ADCY8/PIK3R2/HDAC2/SOD1 25 KEGG hsa04659 Th17 cell differentiation 41/2550 108/8135 0.08413 0.2554 0.194 IL6R/HSP90AB1/IL6ST/TYK2/MAPK11/MAPK8/IL27RA/MAPK3/IL4R/RELA/CHUK/IKBKB/ZAP70/TGFBR2/NFATC3/HLA-DPB1/HIF1A/JAK2/TGFBR1/IKBKG/HLA-DPA1/IL2RB/CD3G/MAPK9/HLA-DOA/NFKB1/HSP90AA1/NFATC1/STAT5A/MAPK1/CD3D/MTOR/RXRA/IL21R/MAPK13/STAT5B/HLA-DOB/JAK3/NFATC2/PPP3R1/IL17F 41 KEGG hsa03460 Fanconi anemia pathway 22/2550 54/8135 0.09107 0.274 0.2081 EME2/REV3L/ATR/TELO2/TOP3B/WDR48/RPA2/TOP3A/FANCL/FANCI/RPA4/FANCF/BLM/USP1/FANCE/POLK/FANCG/POLH/SLX4/ERCC1/MLH1/RAD51C 22 KEGG hsa00071 Fatty acid degradation 18/2550 43/8135 0.09453 0.2819 0.2141 HADHA/ECI1/HADH/ACOX1/ECHS1/ACAA1/CPT2/ACSL3/ALDH9A1/ALDH3A2/ACADVL/CYP2U1/ECI2/ADH5/EHHADH/ACSL5/ACSL1/GCDH 18 KEGG hsa04062 Chemokine signaling pathway 69/2550 192/8135 0.09624 0.2845 0.2161 GNB1/GRB2/PRKCB/PIK3CG/PREX1/ARRB1/KRAS/GNAI2/VAV1/RAF1/MAPK3/RELA/BRAF/CCR10/PRKACA/CRK/CHUK/IKBKB/CDC42/SHC1/CXCL2/CXCR5/PIK3R5/CXCL5/BAD/ADCY4/JAK2/SOS2/PRKACB/CXCR4/PTK2B/GNG11/TIAM1/GNG8/IKBKG/CXCR1/VAV3/GNB4/NFKB1/PIK3CA/GRK4/RAP1B/PTK2/MAPK1/PPBP/XCR1/ELMO1/CCR8/RAC3/GNAI1/CCR2/PF4/RAC2/GNG3/GNGT2/AKT1/STAT5B/FOXO3/JAK3/VAV2/CXCR2/HRAS/GNB2/PRKCZ/PF4V1/CCR5/ADCY8/CCL27/PIK3R2 69 KEGG hsa00310 Lysine degradation 25/2550 63/8135 0.09916 0.2905 0.2207 HADHA/DHTKD1/KMT2A/HADH/ECHS1/EZH1/TMLHE/SETD2/KMT2B/EZH2/DOT1L/PLOD3/KMT2C/ALDH9A1/ALDH3A2/CAMKMT/DLST/SETD1B/EHHADH/EHMT1/GCDH/PLOD1/ASH1L/SETMAR/PHYKPL 25 KEGG hsa04658 Th1 and Th2 cell differentiation 35/2550 92/8135 0.1016 0.2937 0.2231 RBPJ/TYK2/MAPK11/MAPK8/MAPK3/STAT4/IL4R/RELA/CHUK/IKBKB/ZAP70/NFATC3/MAML1/HLA-DPB1/JAK2/DLL1/IKBKG/HLA-DPA1/IL2RB/CD3G/MAPK9/HLA-DOA/NFKB1/NFATC1/STAT5A/MAPK1/CD3D/MAPK13/STAT5B/HLA-DOB/JAK3/IL13/NFATC2/PPP3R1/MAF 35 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 20/2550 49/8135 0.1022 0.2937 0.2231 PMM1/UGP2/TSTA3/GALT/HEXA/HK1/NAGK/GALK1/NANS/UGDH/GNPDA1/CYB5R3/UAP1L1/PGM2/GALK2/HK3/HKDC1/PGM3/HEXB/GMDS 20 KEGG hsa04072 Phospholipase D signaling pathway 54/2550 148/8135 0.1029 0.2937 0.2231 GRB2/DGKH/PIK3CG/KRAS/DGKD/RAF1/MAPK3/TSC1/LPAR2/GNAS/SHC1/CYTH4/DGKA/AGPAT3/FCER1A/PIK3R5/ADCY4/SOS2/PTK2B/PLD2/FYN/SYK/SPHK2/CXCR1/LPAR4/MAP2K2/DGKQ/RRAS/PIK3CA/MAPK1/RALB/MTOR/RRAS2/INSR/AGPAT4/LPAR3/GNA13/AKT1/LPAR5/F2/F2R/EGF/AGTR1/CXCR2/HRAS/ADCY8/MRAS/SPHK1/GRM6/DNM3/LPAR6/AGPAT1/PIK3R2/DNM2 54 KEGG hsa00030 Pentose phosphate pathway 13/2550 30/8135 0.1128 0.3176 0.2413 PGLS/PRPS2/TKT/TKTL2/H6PD/RGN/DERA/TALDO1/PGM2/RBKS/FBP1/PRPS1L1/ALDOA 13 KEGG hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 7/2550 14/8135 0.1138 0.3176 0.2413 FUT8/ST3GAL1/B4GALT4/ST3GAL2/B3GNT2/CHST1/CHST2 7 KEGG hsa04810 Regulation of actin cytoskeleton 77/2550 218/8135 0.1141 0.3176 0.2413 WASF2/ACTR2/ARPC1B/DIAPH1/ARAF/KRAS/VAV1/PIP4K2B/RAF1/MAPK3/WASL/EZR/IQGAP1/LPAR2/NCKAP1L/PPP1CB/BRAF/PIP4K2A/ITGAL/CRK/PPP1R12A/ARPC3/ARHGAP35/SPATA13/BRK1/CDC42/CFL1/MYL7/ITGAE/MYL12B/PIP4K2C/SOS2/CXCR4/TIAM1/PPP1CA/MSN/VAV3/LPAR4/MAP2K2/RRAS/PIK3CA/ARHGEF1/ITGA11/PTK2/MAPK1/ITGA5/ARPC4/RAC3/PAK2/RRAS2/FGF10/RAC2/PFN1/CHRM4/MYH9/ITGA3/ITGA9/ITGB5/GNA13/MOS/LPAR5/ITGAV/DIAPH3/F2/ITGA2B/F2R/NCKAP1/FGF3/VAV2/FGF16/EGF/HRAS/ITGB1/MYLPF/RDX/MRAS/PIK3R2 77 KEGG hsa04010 MAPK signaling pathway 102/2550 294/8135 0.1163 0.3211 0.2439 GRB2/PRKCB/MAP2K6/ARAF/ARRB1/KRAS/AREG/NLK/PPM1B/MAPK11/MAPK8/RAF1/TAB1/MAPK3/STMN1/MAP3K4/FAS/TAOK2/MAP4K3/RELA/BRAF/CACNA2D3/PRKACA/CRK/EFNA4/CHUK/EPHA2/NGF/IKBKB/MAP3K3/CDC42/RPS6KA4/FLNA/CACNA1B/STK4/TGFBR2/NFATC3/ELK4/MAP2K4/PRKCG/MAP3K11/JUND/MAPKAPK3/MAP3K7/CACNG1/SOS2/PRKACB/HSPA1L/EREG/MAPK7/MKNK1/ATF2/TGFBR1/IKBKG/GADD45A/RPS6KA1/FLT4/MAP2K2/MAPK9/NFKB1/RRAS/CSF1R/NFKB2/RAP1B/RPS6KA2/NFATC1/DUSP10/DUSP5/MAPK1/RAC3/PAK2/CACNB2/LAMTOR3/MAP3K6/RRAS2/INSR/FGF10/TAB2/TRADD/RAC2/VEGFA/FLNB/RASA1/MAPK13/SRF/AKT1/MAPKAPK2/PGF/CACNG7/DUSP2/FGF3/FGF16/EGF/MAPK8IP2/HRAS/MRAS/MAP4K2/CACNB4/PPP3R1/HGF/RELB/MAP2K7 102 KEGG hsa04914 Progesterone-mediated oocyte maturation 38/2550 102/8135 0.1185 0.3243 0.2463 HSP90AB1/ARAF/KRAS/GNAI2/ANAPC16/MAPK11/MAPK8/RAF1/MAPK3/ANAPC11/BRAF/PRKACA/ANAPC4/SPDYE2/CDC26/MAD2L2/ADCY4/PRKACB/RPS6KA1/STK10/CCNB2/MAPK9/PIK3CA/HSP90AA1/RPS6KA2/MAPK1/GNAI1/CCNA2/ANAPC7/MAD2L1/FZR1/MAPK13/AKT1/MOS/PDE3B/ANAPC15/ADCY8/PIK3R2 38 KEGG hsa04015 Rap1 signaling pathway 74/2550 210/8135 0.1243 0.3375 0.2563 CALM1/PRKCB/PRKCI/MAP2K6/KRAS/APBB1IP/GNAI2/KRIT1/MAPK11/VAV1/RAF1/MAPK3/SIPA1L1/LPAR2/BRAF/GRIN1/THBS1/GNAS/ITGAL/CRK/EFNA4/EPHA2/NGF/CDC42/PRKCG/ADCY4/TIAM1/RASSF5/RAP1GAP/ID1/CTNNB1/FLT4/VAV3/LPAR4/MAP2K2/RRAS/PIK3CA/CSF1R/RAP1B/SIPA1/LCP2/MAPK1/RALB/RAC3/DOCK4/GNAI1/INSR/FGF10/RAC2/PFN1/VASP/VEGFA/LPAR3/MAPK13/AKT1/LPAR5/ITGA2B/F2R/PGF/FGF3/VAV2/FGF16/EGF/HRAS/PRKCZ/ITGB1/ADCY8/PRKD3/MRAS/CDH1/PIK3R2/HGF/FPR1/CNR1 74 KEGG hsa04611 Platelet activation 45/2550 124/8135 0.1364 0.3674 0.279 PRKCI/PIK3CG/APBB1IP/GNAI2/MAPK11/MAPK3/ITPR1/PPP1CB/PRKACA/GNAS/VAMP8/PPP1R12A/ARHGAP35/BTK/P2RY12/COL1A1/PIK3R5/MYL12B/ADCY4/PRKACB/ITPR3/FYN/SYK/PPP1CA/FGB/PIK3CA/ARHGEF1/RAP1B/SNAP23/LCP2/MAPK1/GNAI1/FGG/VASP/MAPK13/GNA13/AKT1/F2/ITGA2B/F2R/COL1A2/PRKCZ/ITGB1/ADCY8/PIK3R2 45 KEGG hsa05162 Measles 50/2550 139/8135 0.1375 0.3674 0.279 BAX/CSNK2A1/IRF9/TYK2/MAPK8/FAS/RELA/CD46/CHUK/CCND2/IKBKB/CBLB/FADD/BAD/EIF2AK3/MAP3K7/HSPA1L/CDK6/IKBKG/TBK1/IFNAR1/IL2RB/BAK1/RCHY1/CDK4/MSN/CD3G/MAPK9/NFKB1/ADAR/PIK3CA/STAT5A/MAVS/CD3D/IFNA17/CSNK2B/IKBKE/CASP8/TAB2/TRADD/EIF3H/EIF2AK4/CCNE2/AKT1/TLR9/STAT5B/TNFAIP3/JAK3/PIK3R2/OAS2 50 KEGG hsa05100 Bacterial invasion of epithelial cells 29/2550 77/8135 0.1411 0.3741 0.2841 CBL/WASF2/ACTR2/ARPC1B/ELMO2/WASL/CRK/CD2AP/ARPC3/CDC42/SHC1/MAD2L2/CTTN/CTNNB1/PIK3CA/PTK2/ITGA5/ARPC4/ELMO1/CLTA/CTNNA1/CLTC/CLTB/ITGB1/CDH1/DNM3/ARHGEF26/PIK3R2/DNM2 29 KEGG hsa01212 Fatty acid metabolism 22/2550 57/8135 0.1492 0.3919 0.2976 HADHA/FASN/OXSM/HADH/ACOX1/ECHS1/ELOVL7/ACAA1/MCAT/HSD17B8/ELOVL6/CPT2/ACSL3/ACADVL/TECR/FADS2/MECR/EHHADH/HSD17B12/ACSL5/SCD/ACSL1 22 KEGG hsa04650 Natural killer cell mediated cytotoxicity 47/2550 131/8135 0.1511 0.3919 0.2976 GRB2/TNFRSF10A/PRKCB/ARAF/KRAS/HCST/VAV1/RAF1/MAPK3/FAS/HLA-A/BRAF/ITGAL/SHC1/ZAP70/HLA-C/PRKCG/SOS2/PTK2B/FYN/IFNAR1/SYK/HLA-G/VAV3/MAP2K2/PIK3CA/FCGR3B/NFATC1/LCP2/MAPK1/KIR2DL5A/IFNA17/RAC3/ULBP2/KIR2DL2/KIR2DS3/RAC2/KIR2DS2/CD244/TYROBP/NFATC2/VAV2/KIR3DL3/HRAS/HLA-E/PIK3R2/PPP3R1 47 KEGG hsa03060 Protein export 10/2550 23/8135 0.1514 0.3919 0.2976 SRP54/SRP14/SEC11A/SRPRB/SPCS1/SPCS2/SEC61A2/SRP72/OXA1L/IMMP1L 10 KEGG hsa00260 Glycine, serine and threonine metabolism 16/2550 40/8135 0.1557 0.4001 0.3039 AMT/SRR/GCAT/SHMT2/AOC2/BPGM/CTH/PGAM1/DAO/GATM/PHGDH/AGXT/AOC3/DMGDH/SDS/SHMT1 16 KEGG hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 11/2550 26/8135 0.1596 0.4068 0.309 PGAP1/PIGM/PIGA/PIGB/DPM2/PIGX/PIGT/PIGF/PIGP/PIGZ/PIGC 11 KEGG hsa04930 Type II diabetes mellitus 18/2550 46/8135 0.1628 0.4098 0.3113 MAPK8/MAPK3/SOCS4/IKBKB/CACNA1B/HK1/SOCS1/MAPK9/PIK3CA/PKM/MAPK1/MTOR/INSR/HK3/HKDC1/PRKCZ/SOCS3/PIK3R2 18 KEGG hsa04912 GnRH signaling pathway 34/2550 93/8135 0.1639 0.4098 0.3113 GRB2/CALM1/PRKCB/MAP2K6/KRAS/MAPK11/MAPK8/RAF1/MAPK3/MAP3K4/ITPR1/PRKACA/GNAS/MAP3K3/CDC42/CAMK2D/MAP2K4/ADCY4/SOS2/PRKACB/PTK2B/MAPK7/PLD2/ITPR3/GNA11/MAP2K2/MAPK9/MAPK1/MAPK13/HBEGF/HRAS/ADCY8/EGR1/MAP2K7 34 KEGG hsa01240 Biosynthesis of cofactors 54/2550 153/8135 0.1647 0.4098 0.3113 NADK2/LIAS/NME3/COX15/OXSM/NME6/PMM1/NME1/COASY/HMBS/NMNAT1/DHFR/HAAO/VKORC1/ALAD/UGP2/ADSL/AK1/AK2/MTHFD1/AKR1A1/UROD/RFK/AFMID/CPOX/COQ2/SHMT2/PTS/QPRT/AK6/AK9/UGDH/COQ5/RGN/NQO1/PNPO/COX10/GCLM/ALDH3A2/NMNAT3/SPR/DHODH/CTPS1/RDH13/GGCX/PANK3/MAT2A/MTHFD1L/NAPRT/GGH/MMAB/SHMT1/PHOSPHO2/GCH1 54 KEGG hsa05030 Cocaine addiction 19/2550 49/8135 0.1656 0.4098 0.3113 CREB1/GNAI2/FOSB/RELA/GRIN1/GRIN3B/PRKACA/GNAS/CREB3/CREB3L4/PRKACB/ATF2/CREB3L2/CDK5/RGS9/NFKB1/GNAI1/DDC/SLC6A3 19 KEGG hsa00061 Fatty acid biosynthesis 8/2550 18/8135 0.1713 0.4166 0.3164 FASN/OXSM/MCAT/HSD17B8/ACSL3/MECR/ACSL5/ACSL1 8 KEGG hsa00511 Other glycan degradation 8/2550 18/8135 0.1713 0.4166 0.3164 AGA/HEXA/MAN2B1/NEU2/MAN2B2/ENGASE/HEXB/GBA2 8 KEGG hsa04215 Apoptosis - multiple species 13/2550 32/8135 0.1721 0.4166 0.3164 XIAP/BAX/BECN1/MAPK8/BIRC2/BIRC3/FADD/BAK1/MAPK9/CASP8/BIRC6/DIABLO/BIRC5 13 KEGG hsa04720 Long-term potentiation 25/2550 67/8135 0.1768 0.4249 0.3227 CALM1/PRKCB/ARAF/KRAS/RAF1/MAPK3/ITPR1/CREBBP/PPP1CB/BRAF/GRIN1/PRKACA/CAMK2D/PRKCG/PRKACB/ITPR3/RPS6KA1/PPP1CA/MAP2K2/RAP1B/RPS6KA2/MAPK1/HRAS/ADCY8/PPP3R1 25 KEGG hsa05417 Lipid and atherosclerosis 74/2550 215/8135 0.1811 0.4291 0.3259 HSP90B1/BAX/TNFRSF10A/CALM1/HSP90AB1/MAP2K6/KRAS/ATF6/MAPK11/VAV1/MAPK8/TAB1/MAPK3/OLR1/SOD2/FAS/RELA/ITPR1/CHUK/IKBKB/PYCARD/CDC42/CXCL2/POU2F1/MIB1/NFATC3/CAMK2D/NFE2L2/MAP2K4/BAD/MMP9/EIF2AK3/MAP3K7/JAK2/HSPA1L/IKBKG/TBK1/CASP6/SELP/PDPK1/VAV3/ABCG1/POU2F2/MAPK9/NFKB1/PIK3CA/ARHGEF1/HSP90AA1/RAP1B/NFATC1/PTK2/MAPK1/IFNA17/RXRA/IKBKE/CASP8/TAB2/VCAM1/TLR6/MAPK13/CYP2C8/AKT1/ABCA1/TANK/XBP1/NFATC2/VAV2/MIB2/HRAS/CYP2A6/HSPD1/PIK3R2/PPP3R1/MAP2K7 74 KEGG hsa05418 Fluid shear stress and atherosclerosis 49/2550 139/8135 0.1812 0.4291 0.3259 HSP90B1/BMPR2/CALM1/TXN2/HSP90AB1/MAP2K6/KEAP1/MAPK11/MAPK8/PRKAA1/GSTP1/RELA/CHUK/IKBKB/GSTM5/NFE2L2/MAP2K4/MMP9/MAP3K7/SUMO3/MAPK7/ACVR2A/IKBKG/CTNNB1/SUMO1/NQO1/ACVR2B/MAPK9/NFKB1/PIK3CA/HSP90AA1/PTK2/PIAS4/NPPC/RAC3/CDH5/MGST2/RAC2/VCAM1/VEGFA/MAPK13/GSTA4/AKT1/ITGAV/ITGA2B/PRKCZ/GSTT2/PIK3R2/MAP2K7 49 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 38/2550 106/8135 0.1833 0.431 0.3274 AKAP13/CREB1/PRKCB/ARAF/ARRB1/GNAI2/NR4A2/RAF1/MAPK3/PDE4B/ITPR1/BRAF/PRKACA/GNAS/LRP6/CREB3/CREB3L4/PRKCG/JUND/ADCY4/PRKACB/ATF2/PLD2/ITPR3/CREB3L2/GNA11/ARHGEF1/MAPK1/GNAI1/RXRA/CDKN1A/GNA13/ARHGEF11/MEF2D/HBEGF/ADCY8/PDE4A/EGR1 38 KEGG hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 10/2550 24/8135 0.19 0.4438 0.3371 EXTL3/NDST1/EXT1/HS3ST3B1/B3GAT3/EXTL2/B3GALT6/NDST3/XYLT2/GLCE 10 KEGG hsa04310 Wnt signaling pathway 58/2550 167/8135 0.1919 0.4451 0.3381 PRKCB/SENP2/DVL3/CSNK2A1/SERPINF1/NLK/MAPK8/CTBP1/FZD6/FZD2/CREBBP/SIAH1/PRKACA/CCND2/CTNND2/LRP6/BAMBI/RYK/CACYBP/CSNK1A1/NFATC3/CAMK2D/RNF43/TBL1X/PRKCG/MAP3K7/PRKACB/FZD1/PPARD/INVS/CTNNB1/SFRP4/RUVBL1/CTNNBIP1/FRAT2/FBXW11/WNT8B/MAPK9/PORCN/NFATC1/TBL1XR1/CSNK1E/RAC3/DVL2/CSNK2B/WNT2B/RAC2/ROR2/WNT11/TBL1Y/SKP1/WNT1/LGR4/CXXC4/LGR6/NFATC2/FZD9/PPP3R1 58 KEGG hsa05226 Gastric cancer 52/2550 149/8135 0.1956 0.4506 0.3422 GRB2/BAX/ARAF/DVL3/KRAS/RAF1/MAPK3/FZD6/RPS6KB1/FZD2/BRAF/DDB2/LRP6/SHC1/TGFBR2/CSNK1A1/SOS2/FZD1/TGFBR1/GADD45A/CTNNB1/BAK1/FRAT2/WNT8B/MAP2K2/PIK3CA/POLK/MAPK1/E2F3/MTOR/DVL2/RPS6KB2/RXRA/WNT2B/FGF10/WNT11/CCNE2/CDKN1A/WNT1/AKT1/MLH1/FGF3/CTNNA1/FGF16/EGF/ABCB1/HRAS/CDH1/PIK3R2/FZD9/HGF/SHH 52 KEGG hsa04510 Focal adhesion 69/2550 201/8135 0.1981 0.4531 0.3442 GRB2/XIAP/PRKCB/DIAPH1/VAV1/MAPK8/RAF1/MAPK3/PPP1CB/BRAF/THBS1/CRK/BIRC2/PPP1R12A/THBS3/CCND2/ARHGAP35/THBS4/CDC42/SHC1/FLNA/COL1A1/BIRC3/MYL7/PRKCG/MYL12B/BAD/SOS2/FYN/COL2A1/CTNNB1/FLT4/PPP1CA/COMP/RELN/PDPK1/VAV3/TNN/MAPK9/PIK3CA/RAP1B/ITGA11/PTK2/MAPK1/ITGA5/RAC3/PAK2/RAC2/VASP/VEGFA/FLNB/ITGA3/ITGA9/ITGB5/AKT1/COL9A2/ITGAV/ITGA2B/PGF/VAV2/EGF/CHAD/HRAS/COL1A2/ITGB1/MYLPF/COL4A2/PIK3R2/HGF 69 KEGG hsa04725 Cholinergic synapse 40/2550 113/8135 0.2014 0.4574 0.3474 GNB1/CREB1/PRKCB/PIK3CG/KRAS/GNAI2/MAPK3/ITPR1/PRKACA/CREB3/CACNA1B/CAMK2D/CREB3L4/ACHE/PRKCG/PIK3R5/ADCY4/JAK2/PRKACB/GNG11/KCNQ4/GNG8/ITPR3/FYN/CREB3L2/GNA11/GNB4/PIK3CA/MAPK1/GNAI1/CHRNA6/CHRM4/GNG3/GNGT2/CHRNA3/AKT1/HRAS/GNB2/ADCY8/PIK3R2 40 KEGG hsa05171 Coronavirus disease - COVID-19 79/2550 232/8135 0.2027 0.4574 0.3474 IL6R/PRKCB/RPL26L1/RPS9/RPL8/IRF9/IL6ST/TYK2/MAPK11/MAPK8/RPL37A/MAPK3/RELA/FAU/CHUK/IKBKB/RPS15A/RPS6/RPL12/RPS16/C9/RPLP0/RPS10/RPL15/RPS24/RPL35/RPS18/PRKCG/MAP3K7/IKBKG/TBK1/UBA52/IFNAR1/SYK/C1R/FGB/RPS27/SELP/RPL39/RPS7/RPL29/RPS5/C6/RPS15/MAPK9/NFKB1/ADAR/PIK3CA/RPL35A/C1QA/CFD/RPL19/MAPK1/MAVS/IFNA17/FGG/IKBKE/TAB2/RPS4X/RPL36/RPL14/MAPK13/RPS19/F2/RPL10A/RPLP2/RPL41/RPL10L/RPL6/MBL2/AGTR1/RPL23A/HBEGF/CFB/RPS21/RPL18/RPL32/PIK3R2/OAS2 79 KEGG hsa04130 SNARE interactions in vesicular transport 13/2550 33/8135 0.2066 0.4631 0.3517 USE1/VAMP8/STX6/STX8/SNAP29/BET1/YKT6/STX5/VAMP4/GOSR2/SNAP23/BNIP1/STX1B 13 KEGG hsa04728 Dopaminergic synapse 46/2550 132/8135 0.2164 0.4793 0.364 GNB1/PPP2R1A/CREB1/CALM1/PRKCB/ARRB1/GNAI2/MAPK11/MAPK8/KIF5B/ITPR1/PPP1CB/ARNTL/PRKACA/GNAS/PPP2R3C/CREB3/PPP2R2A/CACNA1B/CAMK2D/CREB3L4/PRKCG/PRKACB/ATF2/GNG11/GNG8/PPP2R5E/ITPR3/CREB3L2/PPP1CA/PPP2R2D/GNB4/MAPK9/PPP2R5D/GNAI1/DDC/SLC6A3/GNG3/GNGT2/MAPK13/COMT/AKT1/KIF5A/GNB2/PPP2CA/CLOCK 46 KEGG hsa03022 Basal transcription factors 17/2550 45/8135 0.2179 0.4793 0.364 TAF12/TAF2/GTF2H4/TAF9B/TBP/CDK7/ERCC2/TAF8/TAF3/TAF5/GTF2F1/GTF2H3/TAF1/GTF2E2/TAF4B/TAF10/GTF2F2 17 KEGG hsa00280 Valine, leucine and isoleucine degradation 18/2550 48/8135 0.2196 0.4793 0.364 HADHA/ALDH6A1/HSD17B10/MCEE/BCKDHA/PCCB/HADH/ECHS1/HMGCS1/ACAA1/MCCC2/ALDH9A1/ACAD8/ALDH3A2/EHHADH/BCKDHB/AACS/HMGCL 18 KEGG hsa04670 Leukocyte transendothelial migration 40/2550 114/8135 0.2205 0.4793 0.364 PRKCB/GNAI2/MAPK11/VAV1/EZR/ITGAL/ARHGAP35/CDC42/MYL7/PRKCG/MYL12B/MMP9/CXCR4/PTK2B/RASSF5/CTNNB1/CLDN2/MSN/VAV3/PIK3CA/RAP1B/SIPA1/PTK2/GNAI1/CDH5/RAC2/TXK/VCAM1/VASP/CLDN5/MAPK13/F11R/CD99L2/CTNNA1/VAV2/ITGB1/CLDN6/MYLPF/PIK3R2/OCLN 40 KEGG hsa00270 Cysteine and methionine metabolism 19/2550 51/8135 0.2211 0.4793 0.364 AHCY/AHCYL1/MDH2/MDH1/SRM/GOT2/DNMT3A/TST/MPST/GCLM/MTAP/CTH/MAT2A/ENOPH1/MTR/PHGDH/BHMT2/SDS/ADI1 19 KEGG hsa05142 Chagas disease 36/2550 102/8135 0.2227 0.4793 0.364 PPP2R1A/GNAI2/MAPK11/MAPK8/MAPK3/CFLAR/FAS/RELA/GNAS/CALR/CHUK/IKBKB/PPP2R2A/TGFBR2/FADD/MAP2K4/TGFBR1/IKBKG/PPP2R2D/GNA11/CD3G/IL10/MAPK9/NFKB1/PIK3CA/C1QA/MAPK1/CD3D/GNAI1/CASP8/TLR6/MAPK13/AKT1/TLR9/PIK3R2/PPP2CA 36 KEGG hsa04730 Long-term depression 22/2550 60/8135 0.2239 0.4793 0.364 PPP2R1A/PRKCB/ARAF/KRAS/GNAI2/RAF1/MAPK3/ITPR1/BRAF/GNAS/PRKCG/CRHR1/ITPR3/GNA11/MAP2K2/MAPK1/NOS1/GNAI1/GNA13/GNAZ/HRAS/PPP2CA 22 KEGG hsa04919 Thyroid hormone signaling pathway 42/2550 121/8135 0.2386 0.5033 0.3823 MED27/PRKCB/KRAS/RAF1/MAPK3/PLCD1/CREBBP/PRKACA/NCOR1/RCAN1/HDAC3/MED12/MDM2/KAT2B/PRKCG/BAD/HIF1A/PRKACB/MED1/CTNNB1/DIO3/PDPK1/MED17/MYH7/THRB/NCOA2/MAP2K2/PIK3CA/MAPK1/MTOR/RXRA/ATP1B1/ATP2A2/AKT1/FXYD2/ITGAV/HDAC1/MED4/HRAS/PIK3R2/HDAC2/SIN3A 42 KEGG hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 5/2550 11/8135 0.2407 0.5033 0.3823 VKORC1/COQ2/COQ5/NQO1/GGCX 5 KEGG hsa00410 beta-Alanine metabolism 12/2550 31/8135 0.2409 0.5033 0.3823 HADHA/ALDH6A1/ACOX1/ECHS1/CARNS1/AOC2/ALDH3B2/ALDH9A1/ALDH3A2/EHHADH/AOC3/CNDP2 12 KEGG hsa04066 HIF-1 signaling pathway 38/2550 109/8135 0.2422 0.5033 0.3823 VHL/IL6R/PRKCB/MAPK3/RPS6KB1/RELA/CREBBP/EGLN1/RPS6/PGK1/HK1/CAMK2D/PRKCG/ENO2/HIF1A/MKNK1/EIF4E2/EIF4EBP1/MAP2K2/NFKB1/PIK3CA/PDHB/MAPK1/MTOR/RPS6KB2/INSR/CUL2/GAPDH/VEGFA/CDKN1A/AKT1/HK3/HKDC1/EGF/EGLN3/EIF4E/PIK3R2/ALDOA 38 KEGG hsa04934 Cushing syndrome 53/2550 155/8135 0.2452 0.5033 0.3823 CREB1/PDE8A/DVL3/FH/GNAI2/MAPK3/USP8/FZD6/FZD2/ITPR1/BRAF/PRKACA/GNAS/KMT2A/WDR5/CREB3/CDKN2C/CAMK2D/CREB3L4/ADCY4/PRKACB/FZD1/RASD1/STAR/ATF2/CDK6/CRHR1/AIP/ITPR3/CREB3L2/CTNNB1/CDK4/GNA11/WNT8B/MAP2K2/RAP1B/PBX1/MAPK1/E2F3/CDKN2A/GNAI1/DVL2/WNT2B/WNT11/CCNE2/SCARB1/CDKN1A/WNT1/AIPL1/RBBP5/AGTR1/ADCY8/FZD9 53 KEGG hsa04070 Phosphatidylinositol signaling system 34/2550 97/8135 0.2456 0.5033 0.3823 CALM1/PRKCB/DGKH/SACM1L/PIK3C2A/INPP5A/IPPK/DGKD/PIP4K2B/PLCD1/ITPR1/PIP4K2A/SYNJ1/DGKA/PPIP5K1/MTMR6/MTMR14/PRKCG/IMPA1/PIP4K2C/MTMR1/INPP5D/ITPR3/DGKQ/PIK3CA/INPP5E/MTMR2/PIK3C3/INPPL1/PI4KB/MTM1/MTMR7/PIK3R2/PI4K2A 34 KEGG hsa04666 Fc gamma R-mediated phagocytosis 34/2550 97/8135 0.2456 0.5033 0.3823 WASF2/ACTR2/ARPC1B/PRKCB/VAV1/RAF1/MAPK3/RPS6KB1/CRK/ARPC3/CDC42/ASAP1/CFL1/PRKCG/PTPRC/INPP5D/PLD2/SYK/SPHK2/VAV3/PIK3CA/FCGR3B/MAPK1/ARPC4/RPS6KB2/RAC2/VASP/AKT1/INPPL1/WASF3/VAV2/SPHK1/PIK3R2/DNM2 34 KEGG hsa04622 RIG-I-like receptor signaling pathway 25/2550 70/8135 0.2513 0.5118 0.3887 PIN1/MAPK11/MAPK8/RELA/RIPK1/CHUK/IKBKB/ATG12/FADD/DDX3X/MAP3K7/IKBKG/TBK1/SIKE1/MAPK9/NFKB1/MAVS/NLRX1/IFNA17/IKBKE/CASP8/TRADD/MAPK13/TANK/TRIM25 25 KEGG hsa04722 Neurotrophin signaling pathway 41/2550 119/8135 0.2599 0.5261 0.3996 GRB2/BAX/CALM1/KRAS/MAPK11/MAPK8/RAF1/MAPK3/RELA/BRAF/CRK/NGF/IKBKB/MAP3K3/CDC42/SHC1/CAMK2D/BAD/SOS2/MAPK7/RPS6KA1/PDPK1/MAP2K2/MAPK9/NFKB1/PIK3CA/RAP1B/RPS6KA2/MAPK1/SORT1/KIDINS220/ABL1/SH2B3/MAPK13/AKT1/FOXO3/MAPKAPK2/SH2B1/HRAS/PIK3R2/MAP2K7 41 KEGG hsa00450 Selenocompound metabolism 7/2550 17/8135 0.2637 0.5306 0.403 SEPSECS/PAPSS1/SEPHS2/PAPSS2/CTH/MTR/SCLY 7 KEGG hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 8/2550 20/8135 0.2702 0.5404 0.4105 CHPF2/CHSY3/B3GAT3/CHST13/CSGALNACT2/B3GALT6/XYLT2/CHST7 8 KEGG hsa00790 Folate biosynthesis 10/2550 26/8135 0.2781 0.553 0.42 DHFR/PCBD2/CBR1/QDPR/PTS/AKR1B1/SPR/GGH/TPH1/GCH1 10 KEGG hsa04340 Hedgehog signaling pathway 20/2550 56/8135 0.2829 0.5591 0.4247 CSNK1G1/CUL3/MEGF8/ARRB1/SPOP/PRKACA/CCND2/CSNK1A1/PRKACB/CSNK1D/PTCH2/FBXW11/SMURF2/CSNK1E/IQCE/DISP1/GAS1/HHAT/EVC/SHH 20 KEGG hsa04936 Alcoholic liver disease 48/2550 142/8135 0.2902 0.5701 0.433 FASN/TRA2B/MAP2K6/PRKAG1/SIRT1/MAPK11/MAPK8/TAB1/PRKAA1/FAS/ADIPOR1/RELA/RIPK1/CHUK/ACOX1/IKBKB/PPARA/CXCL2/FADD/MAP2K4/MAP3K7/SREBF1/IKBKG/TBK1/IL17RC/TAB3/CTNNB1/LPIN3/ALDH9A1/MAPK9/NFKB1/C1QA/IL17RA/ALDH3A2/ACADVL/IFNA17/IKBKE/CASP8/TAB2/TRADD/PPARGC1A/ADH5/MAPK13/FABP1/AKT1/FOXO3/SCD/MAP2K7 48 KEGG hsa04612 Antigen processing and presentation 27/2550 78/8135 0.3038 0.5933 0.4506 CREB1/HSP90AB1/TAP2/HLA-A/B2M/CALR/RFXANK/PSME1/HLA-C/HLA-DPB1/HSPA1L/HLA-DPA1/PSME3/LGMN/HLA-G/TAPBP/HLA-DOA/HSP90AA1/KIR2DL5A/KIR2DL2/CTSB/KIR2DS3/KIR2DS2/NFYA/HLA-DOB/KIR3DL3/HLA-E 27 KEGG hsa04920 Adipocytokine signaling pathway 24/2550 69/8135 0.3087 0.5995 0.4554 PRKAG1/MAPK8/PRKAA1/ADIPOR1/RELA/CHUK/IKBKB/PPARA/JAK2/TNFRSF1B/ACSL3/IKBKG/LEPR/MAPK9/NFKB1/MTOR/RXRA/TRADD/PPARGC1A/AKT1/PCK2/ACSL5/ACSL1/SOCS3 24 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 34/2550 100/8135 0.3166 0.6016 0.4569 BAX/PRKCB/DIAPH1/KRAS/MAPK11/MAPK8/MAPK3/PLCD1/RELA/CDC42/COL1A1/TGFBR2/JAK2/TGFBR1/CDK4/F3/MAPK9/NFKB1/PIK3CA/NFATC1/STAT5A/MAPK1/VCAM1/VEGFA/MAPK13/AKT1/STAT5B/AGTR1/HRAS/COL1A2/PRKCZ/COL4A2/PIK3R2/EGR1 34 KEGG hsa04630 JAK-STAT signaling pathway 54/2550 162/8135 0.3181 0.6016 0.4569 IL6R/GRB2/IRF9/IL6ST/TYK2/IL27RA/RAF1/PIAS3/LIF/SOCS4/STAT4/SOCS7/IL4R/CREBBP/IL11RA/CCND2/PIAS2/IL7/JAK2/SOS2/MCL1/SOCS1/IFNAR1/IL2RB/GH1/IL10/LEPR/PIK3CA/STAT5A/PTPN2/PIAS4/IFNA17/MTOR/IL9/OSM/IL21R/CDKN1A/IL20RB/AKT1/STAT5B/IL13RA2/JAK3/IL11/IL20/IL13/EGF/FHL1/HRAS/SOCS3/CSH1/IL13RA1/PIK3R2/IL15/IL17D 54 KEGG hsa00330 Arginine and proline metabolism 18/2550 51/8135 0.3183 0.6016 0.4569 HOGA1/CARNS1/AGMAT/ARG1/ARG2/SRM/GOT2/ALDH9A1/ALDH3A2/NOS1/DAO/SAT1/GATM/AZIN2/ODC1/CKB/CKM/CNDP2 18 KEGG hsa04350 TGF-beta signaling pathway 32/2550 94/8135 0.3208 0.6016 0.4569 PPP2R1A/BMPR2/MAPK3/RPS6KB1/CREBBP/THBS1/TGIF1/BAMBI/TGFBR2/TGIF2/ACVR2A/TGFBR1/HAMP/ID1/INHBB/SMAD5/INHBA/NOG/ACVR2B/FMOD/SMURF2/MAPK1/BMP7/RPS6KB2/SKP1/LEFTY1/NEO1/NBL1/LTBP1/SMAD7/PPP2CA/ZFYVE16 32 KEGG hsa00230 Purine metabolism 43/2550 128/8135 0.3208 0.6016 0.4569 PDE8A/ITPA/GMPR2/NME3/DGUOK/HDDC3/NME6/APRT/NME1/PDE4B/HDDC2/ADSL/AK1/AK2/PRPS2/PDE6D/NTPCR/ADCY4/AK6/AK9/RRM2B/IMPDH2/PAPSS1/NUDT9/ATIC/PAPSS2/NUDT2/RRM1/NUDT5/HPRT1/PGM2/PDE1A/ALLC/IMPDH1/ADPRM/AMPD3/PDE3B/PFAS/ENPP4/ADCY8/PDE6C/PRPS1L1/PDE4A 43 KEGG hsa05207 Chemical carcinogenesis - receptor activation 70/2550 212/8135 0.3214 0.6016 0.4569 GRB2/HSP90B1/XIAP/CREB1/PRKCB/HSP90AB1/ARRB1/KRAS/GNAI2/RAF1/MAPK3/RPS6KB1/KPNA2/RELA/PRKACA/GNAS/PAQR7/GSTM5/CREB3/PPARA/CACNA1B/KPNB1/CREB3L4/PRKCG/BAD/ADCY4/JAK2/SOS2/DLL1/PRKACB/ATF2/AIP/MIRLET7D/RPS6KA1/CREB3L2/EIF4EBP1/MAP2K2/NFKB1/PIK3CA/HSP90AA1/RPS6KA2/STAT5A/MAPK1/PAQR8/GNAI1/MTOR/MGST2/RPS6KB2/RXRA/FGF10/IKBKE/VEGFA/KPNA1/CYP1B1/GSTA4/CHRNA3/WNT1/AKT1/STAT5B/AIPL1/FGF3/FGF16/EGF/HRAS/GSTT2/BIRC5/ADCY8/ADRB1/PIK3R2/KPNA5 70 KEGG hsa00380 Tryptophan metabolism 15/2550 42/8135 0.3224 0.6016 0.4569 HADHA/DHTKD1/HAAO/HADH/ECHS1/AFMID/ALDH9A1/CAT/ALDH3A2/DDC/DLST/CYP1B1/EHHADH/TPH1/GCDH 15 KEGG hsa00051 Fructose and mannose metabolism 12/2550 33/8135 0.3254 0.6038 0.4586 SORD/PMM1/TSTA3/HK1/KHK/TPI1/AKR1B1/HK3/HKDC1/FBP1/GMDS/ALDOA 12 KEGG hsa04916 Melanogenesis 34/2550 101/8135 0.3416 0.6304 0.4788 CREB1/CALM1/PRKCB/DVL3/KRAS/GNAI2/RAF1/MAPK3/FZD6/FZD2/CREBBP/PRKACA/GNAS/CREB3/CAMK2D/CREB3L4/PRKCG/ADCY4/PRKACB/FZD1/CREB3L2/CTNNB1/ASIP/WNT8B/MAP2K2/MAPK1/GNAI1/DVL2/WNT2B/WNT11/WNT1/HRAS/ADCY8/FZD9 34 KEGG hsa04520 Adherens junction 24/2550 71/8135 0.3694 0.6778 0.5148 WASF2/CSNK2A1/NLK/MAPK3/WASL/IQGAP1/CREBBP/CDC42/TGFBR2/YES1/MAP3K7/ACP1/SSX2IP/TGFBR1/FYN/CTNNB1/MAPK1/RAC3/INSR/CSNK2B/RAC2/WASF3/CTNNA1/CDH1 24 KEGG hsa04710 Circadian rhythm 11/2550 31/8135 0.3727 0.6801 0.5166 CREB1/PRKAG1/PRKAA1/ARNTL/CSNK1D/FBXW11/CSNK1E/SKP1/BHLHE40/CRY1/CLOCK 11 KEGG hsa04260 Cardiac muscle contraction 29/2550 87/8135 0.3827 0.6916 0.5253 COX7A2L/UQCRFS1/COX1/COX8A/UQCRQ/COX5A/COX6B1/COX5B/UQCR10/CYC1/UQCR11/CACNA2D3/COX6A1/CACNG1/TPM3/MYH7/RYR2/COX7B/CACNB2/UQCRC2/ATP1B1/COX7C/ATP2A2/COX4I1/TNNC1/FXYD2/CACNG7/COX8C/CACNB4 29 KEGG hsa05145 Toxoplasmosis 37/2550 112/8135 0.3833 0.6916 0.5253 XIAP/MAP2K6/PIK3CG/GNAI2/TYK2/MAPK11/MAPK8/TAB1/MAPK3/RELA/CHUK/BIRC2/IKBKB/BIRC3/HLA-DPB1/PIK3R5/BAD/MAP3K7/JAK2/HSPA1L/IKBKG/HLA-DPA1/SOCS1/PDPK1/IL10/MAPK9/HLA-DOA/NFKB1/MAPK1/GNAI1/CASP8/TAB2/MAPK13/AKT1/HLA-DOB/ITGB1/CCR5 37 KEGG hsa00360 Phenylalanine metabolism 6/2550 16/8135 0.3852 0.6916 0.5253 MIF/GOT2/AOC2/ALDH3B2/DDC/AOC3 6 KEGG hsa04114 Oocyte meiosis 43/2550 131/8135 0.3885 0.6939 0.527 PPP2R1A/CALM1/REC8/ANAPC16/MAPK11/YWHAB/MAPK3/ANAPC11/ITPR1/PPP1CB/PRKACA/ANAPC4/SPDYE2/CDC26/SMC3/MAD2L2/CAMK2D/YWHAZ/SMC1A/ADCY4/PRKACB/PPP2R5E/ITPR3/RPS6KA1/PPP1CA/CCNB2/FBXW11/YWHAQ/SLK/PPP2R5D/RPS6KA2/MAPK1/ANAPC7/MAD2L1/CDC20/SKP1/CCNE2/MAPK13/MOS/ANAPC15/ADCY8/PPP3R1/PPP2CA 43 KEGG hsa04721 Synaptic vesicle cycle 26/2550 78/8135 0.3931 0.6953 0.5281 ATP6V1G1/ATP6V1D/NAPA/ATP6V1E2/TCIRG1/CACNA1B/SLC32A1/AP2B1/AP2S1/SLC6A7/ATP6V0A2/RAB3A/ATP6V0B/CLTA/SLC6A3/ATP6V0D2/SLC6A4/CLTC/ATP6V1H/AP2A2/ATP6V1E1/CLTB/SYT1/DNM3/DNM2/STX1B 26 KEGG hsa05110 Vibrio cholerae infection 17/2550 50/8135 0.3935 0.6953 0.5281 ATP6V1G1/PDIA4/ATP6V1D/PRKACA/GNAS/SEC61A2/ATP6V1E2/TCIRG1/SLC12A2/PRKACB/ATP6V0A2/ATP6V0B/ATP6V0D2/KDELR1/TJP2/ATP6V1H/ATP6V1E1 17 KEGG hsa05224 Breast cancer 48/2550 147/8135 0.3955 0.6953 0.5281 GRB2/BAX/ARAF/DVL3/KRAS/RAF1/MAPK3/FZD6/RPS6KB1/FZD2/BRAF/DDB2/LRP6/SHC1/CSNK1A1/SOS2/DLL1/FZD1/CDK6/GADD45A/CTNNB1/FLT4/BAK1/CDK4/FRAT2/HES5/WNT8B/MAP2K2/PIK3CA/POLK/NFKB2/MAPK1/E2F3/MTOR/DVL2/RPS6KB2/WNT2B/FGF10/WNT11/CDKN1A/WNT1/AKT1/FGF3/FGF16/EGF/HRAS/PIK3R2/FZD9 48 KEGG hsa05031 Amphetamine addiction 23/2550 69/8135 0.4044 0.706 0.5362 CREB1/CALM1/PRKCB/SIRT1/FOSB/PPP1CB/GRIN1/GRIN3B/PRKACA/GNAS/CREB3/CAMK2D/CREB3L4/PRKCG/PRKACB/ATF2/CREB3L2/PPP1CA/DDC/SLC6A3/HDAC1/HDAC2/PPP3R1 23 KEGG hsa04216 Ferroptosis 14/2550 41/8135 0.4058 0.706 0.5362 GPX4/VDAC2/PCBP2/LPCAT3/ACSL3/GCLM/VDAC3/SAT1/ACSL5/ALOX15/ACSL1/STEAP3/MAP1LC3B2/PCBP1 14 KEGG hsa04623 Cytosolic DNA-sensing pathway 21/2550 63/8135 0.4126 0.714 0.5423 POLR2F/POLR3H/POLR2H/RELA/RIPK1/CHUK/IKBKB/POLR3K/PYCARD/POLR3F/POLR2L/IKBKG/TBK1/POLR2E/POLR1C/NFKB1/ADAR/MAVS/POLR1D/IFNA17/IKBKE 21 KEGG hsa01232 Nucleotide metabolism 28/2550 85/8135 0.415 0.7142 0.5424 ITPA/GMPR2/TK2/NME3/DGUOK/NME6/APRT/NME1/DCTPP1/HDDC2/ADSL/AK1/AK2/NTPCR/AK6/AK9/RRM2B/IMPDH2/RRM1/CTPS1/HPRT1/IMPDH1/TYMS/AMPD3/NT5C3A/TK1/DTYMK/UCKL1 28 KEGG hsa05416 Viral myocarditis 20/2550 60/8135 0.4169 0.7142 0.5424 EIF4G1/HLA-A/ITGAL/HLA-C/HLA-DPB1/DAG1/HLA-DPA1/FYN/CD55/HLA-G/CD86/MYH7/HLA-DOA/RAC3/CASP8/RAC2/ABL1/HLA-DOB/HLA-E/ABL2 20 KEGG hsa04620 Toll-like receptor signaling pathway 34/2550 104/8135 0.4193 0.7144 0.5426 MAP2K6/CTSK/MAPK11/MAPK8/TAB1/MAPK3/RELA/RIPK1/CHUK/IKBKB/FADD/MAP2K4/MAP3K7/TLR5/IKBKG/TBK1/IFNAR1/CD86/MAP2K2/MAPK9/NFKB1/PIK3CA/MAPK1/IFNA17/IKBKE/CASP8/TAB2/TLR6/MAPK13/AKT1/TLR9/TOLLIP/PIK3R2/MAP2K7 34 KEGG hsa05164 Influenza A 55/2550 171/8135 0.4367 0.7404 0.5624 SLC25A6/BAX/TNFRSF10A/PRKCB/DNAJC3/NXF1/IRF9/TYK2/PABPN1/RAF1/MAPK3/SLC25A5/FAS/KPNA2/RELA/CREBBP/NUP98/CHUK/IKBKB/PYCARD/FADD/HLA-DPB1/FDPS/JAK2/CDK6/CPSF4/IKBKG/HLA-DPA1/TBK1/IFNAR1/BAK1/CDK4/PRSS2/MAP2K2/PRSS3/HLA-DOA/NFKB1/ADAR/PIK3CA/MAPK1/MAVS/NLRX1/IFNA17/IKBKE/CASP8/TRADD/KPNA1/AKT1/HLA-DOB/TRIM25/SOCS3/NXT1/PIK3R2/OAS2/KPNA5 55 KEGG hsa04929 GnRH secretion 21/2550 64/8135 0.4463 0.7501 0.5697 PRKCB/ARRB1/KRAS/RAF1/MAPK3/ITPR1/PRKCG/GABBR1/ITPR3/GNA11/MAP2K2/PIK3CA/MAPK1/HCN2/KCNN1/AKT1/TRPC1/HRAS/KISS1R/HCN3/PIK3R2 21 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 46/2550 143/8135 0.4469 0.7501 0.5697 GRB2/BMPR2/DVL3/KRAS/IL6ST/MAPK11/RAF1/MAPK3/LIF/FZD6/FZD2/MEIS1/REST/JAK2/FZD1/ACVR2A/ISL1/ID1/CTNNB1/INHBB/SMAD5/INHBA/ACVR2B/WNT8B/MAP2K2/PIK3CA/MAPK1/HOXD1/DVL2/WNT2B/MYF5/WNT11/KAT6A/MAPK13/WNT1/AKT1/LEFTY1/PCGF5/JAK3/PCGF2/SMARCAD1/HRAS/JARID2/PIK3R2/FZD9/PCGF3 46 KEGG hsa04726 Serotonergic synapse 37/2550 115/8135 0.4587 0.7661 0.5819 GNB1/PRKCB/ARAF/KRAS/GNAI2/RAF1/MAPK3/HTR7/ITPR1/BRAF/PRKACA/GNAS/HTR2B/CACNA1B/PRKCG/PRKACB/GNG11/GNG8/ITPR3/HTR4/GNB4/HTR1F/MAPK1/PTGS2/GNAI1/ALOX12/DDC/GNG3/GNGT2/CYP2C8/TRPC1/ALOX15/SLC6A4/TPH1/HRAS/GNB2/HTR1B 37 KEGG hsa03008 Ribosome biogenesis in eukaryotes 35/2550 109/8135 0.4674 0.7767 0.59 XRN1/GNL3L/WDR75/NXF1/NHP2/CSNK2A1/HEATR1/GTPBP4/RBM28/RPP25L/RRP7A/POP7/RPP25/RIOK1/NOP58/LSG1/FBL/RPP40/UTP15/IMP3/AK6/POP5/UTP14A/FCF1/RPP38/CSNK2B/GNL2/RPP30/GAR1/WDR36/EMG1/EIF6/NXT1/NOB1/RAN 35 KEGG hsa04966 Collecting duct acid secretion 9/2550 27/8135 0.4835 0.7995 0.6073 ATP6V1G1/ATP6V1D/ATP6V1E2/TCIRG1/CA2/ATP6V0A2/ATP6V0D2/ATP6V1E1/SLC12A7 9 KEGG hsa05131 Shigellosis 78/2550 247/8135 0.4926 0.8101 0.6153 WASF2/ACTR2/ARPC1B/BAX/DIAPH1/BECN1/ELMO2/MAPK11/MAPK8/GLMN/TAB1/MAPK3/WASL/PLCD1/RPS6KB1/RELA/ITPR1/RIPK1/CRK/CHUK/ARPC3/IKBKB/PYCARD/CAPNS1/CDC42/ATG12/CYTH4/HK1/CAST/UBE2D2/MDM2/MYL7/MYL12B/MAP3K7/U2AF1/TLR5/CTTN/IKBKG/ITPR3/TBK1/UBA52/NAIP/TAB3/TRAF5/FBXW11/MAPK9/NFKB1/PIK3CA/ATG14/CASP4/PTK2/MAPK1/NOD1/ITGA5/ARPC4/ELMO1/FOXO4/MTOR/RPS6KB2/UBC/PIK3C3/TAB2/TRADD/PFN1/RRAGA/SKP1/MAPK13/AKT1/HK3/FOXO3/HKDC1/BNIP3/CAPN1/ITGB1/SHARPIN/MYLPF/PIK3R2/MAP1LC3B2 78 KEGG hsa03320 PPAR signaling pathway 24/2550 75/8135 0.4948 0.8101 0.6153 OLR1/SLC27A5/ACOX1/PPARA/HMGCS1/ACAA1/CPT2/ACSL3/PPARD/SLC27A1/PDPK1/NR1H3/UBC/RXRA/FABP5/FADS2/DBI/SLC27A6/EHHADH/FABP1/PCK2/ACSL5/SCD/ACSL1 24 KEGG hsa04922 Glucagon signaling pathway 34/2550 107/8135 0.4983 0.8118 0.6166 CRTC2/CREB1/CALM1/PRKAG1/SIRT1/PRMT1/PRKAA1/ITPR1/CREBBP/PRKACA/GNAS/CREB3/PPARA/SIK1/GYS2/CAMK2D/CREB3L4/PRKACB/PHKG1/ATF2/ITPR3/CREB3L2/PDHB/PKM/PGAM1/PYGM/PPARGC1A/SIK2/AKT1/PCK2/FBP1/PDE3B/PPP4C/PPP3R1 34 KEGG hsa04540 Gap junction 28/2550 88/8135 0.5021 0.8142 0.6184 GRB2/PRKCB/KRAS/GNAI2/RAF1/MAPK3/ITPR1/PRKACA/GNAS/HTR2B/PRKCG/ADCY4/SOS2/PRKACB/CSNK1D/MAPK7/ITPR3/GNA11/MAP2K2/MAPK1/GNAI1/TUBA1B/TUBB1/EGF/HRAS/ADCY8/TUBA4A/ADRB1 28 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 12/2550 37/8135 0.505 0.8148 0.6189 PRKCB/KRAS/MAPK3/PRKCG/PDPK1/PIK3CA/MAPK1/SCNN1G/INSR/ATP1B1/FXYD2/PIK3R2 12 KEGG hsa00603 Glycosphingolipid biosynthesis - globo and isoglobo series 5/2550 15/8135 0.5304 0.8429 0.6402 ST3GAL1/HEXA/ST3GAL2/NAGA/HEXB 5 KEGG hsa00604 Glycosphingolipid biosynthesis - ganglio series 5/2550 15/8135 0.5304 0.8429 0.6402 ST3GAL1/HEXA/ST3GAL2/B3GALT4/HEXB 5 KEGG hsa00730 Thiamine metabolism 5/2550 15/8135 0.5304 0.8429 0.6402 AK1/AK2/NTPCR/ACP1/THTPA 5 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 47/2550 150/8135 0.5325 0.8429 0.6402 PPP2R1A/CREB1/CALM1/PIK3CG/GNAI2/MAPK11/MAPK3/PPP1CB/CACNA2D3/PRKACA/GNAS/PPP2R3C/CREB3/PPP2R2A/CAMK2D/CREB3L4/PIK3R5/ADCY4/CACNG1/PRKACB/ATF2/PPP2R5E/CREB3L2/PPP1CA/PPP2R2D/TPM3/MYH7/PPP2R5D/RYR2/MAPK1/GNAI1/CACNB2/ATP1B1/ATP2A2/MAPK13/TNNC1/AKT1/SCN1B/FXYD2/CACNG7/AGTR1/ADCY8/CACNB4/ADRB1/CREM/PPP2CA/KCNE1 47 KEGG hsa04024 cAMP signaling pathway 69/2550 221/8135 0.5419 0.8538 0.6485 CREB1/CALM1/GNAI2/VAV1/MAPK8/RAF1/MAPK3/RELA/PDE4B/CREBBP/PPP1CB/BRAF/GRIN1/GRIN3B/PRKACA/GNAS/ACOX1/PPP1R12A/CREB3/PPARA/OXTR/CAMK2D/CREB3L4/GIPR/GABBR1/BAD/ADCY4/PRKACB/TIAM1/CRHR1/PLD2/CREB3L2/PPP1CA/HTR4/VAV3/HTR1F/MAP2K2/MAPK9/NFKB1/RRAS/PIK3CA/RAP1B/NFATC1/RYR2/MAPK1/RAC3/GNAI1/RRAS2/ATP1B1/RAC2/ATP2A2/HCN2/AKT1/FXYD2/F2R/LIPE/VAV2/SST/PDE3B/SSTR1/CNGA4/ADCY8/VIP/GHSR/OXT/ADRB1/PIK3R2/HTR1B/PDE4A 69 KEGG hsa04390 Hippo signaling pathway 49/2550 157/8135 0.5452 0.8549 0.6494 PPP2R1A/BMPR2/PRKCI/DVL3/AREG/YWHAB/FZD6/FZD2/SCRIB/PPP1CB/BIRC2/LIMD1/CCND2/PPP2R2A/TGFBR2/MOB1A/BIRC3/YWHAZ/FZD1/CSNK1D/LATS1/TGFBR1/ID1/CTNNB1/PPP1CA/TP53BP2/PPP2R2D/FBXW11/WNT8B/YWHAQ/SAV1/CSNK1E/DLG1/BMP7/DVL2/WNT2B/DLG3/WNT11/WNT1/DLG5/TEAD4/CTNNA1/PRKCZ/BIRC5/MOB1B/CDH1/FZD9/SMAD7/PPP2CA 49 KEGG hsa04915 Estrogen signaling pathway 43/2550 138/8135 0.5514 0.8606 0.6536 GRB2/HSP90B1/CREB1/CALM1/HSP90AB1/KRAS/GNAI2/RAF1/MAPK3/ITPR1/PRKACA/GNAS/KRT10/CREB3/SHC1/CREB3L4/GABBR1/MMP9/ADCY4/SOS2/PRKACB/HSPA1L/ATF2/ITPR3/CREB3L2/NCOA2/MAP2K2/PIK3CA/HSP90AA1/MAPK1/KRT24/GNAI1/EBAG9/FKBP4/KRT33B/KRT14/AKT1/KRT19/KRT16/HBEGF/HRAS/ADCY8/PIK3R2 43 KEGG hsa00220 Arginine biosynthesis 7/2550 22/8135 0.5609 0.8673 0.6587 ARG1/ARG2/GOT2/OTC/ASL/NOS1/GLS2 7 KEGG hsa00900 Terpenoid backbone biosynthesis 7/2550 22/8135 0.5609 0.8673 0.6587 PMVK/PDSS2/PCYOX1/IDI1/HMGCS1/ICMT/FDPS 7 KEGG hsa04014 Ras signaling pathway 72/2550 232/8135 0.5664 0.8709 0.6615 GNB1/GRB2/CALM1/PRKCB/RALBP1/KRAS/MAPK8/RAF1/MAPK3/HTR7/RELA/GRIN1/ETS1/PRKACA/EFNA4/CHUK/EPHA2/NGF/IKBKB/CDC42/SHC1/ZAP70/STK4/PRKCG/BAD/KSR2/SOS2/PRKACB/GNG11/TIAM1/RASSF5/GNG8/IKBKG/PLD2/TBK1/FLT4/GNB4/MAP2K2/MAPK9/NFKB1/RRAS/PIK3CA/CSF1R/RAP1B/PLA2G2E/MAPK1/RALB/RAC3/PAK2/FOXO4/RRAS2/INSR/FGF10/RAC2/VEGFA/GNG3/ABL1/RASA1/GNGT2/AKT1/PGF/SYNGAP1/FGF3/REL/FGF16/EGF/HRAS/GNB2/MRAS/PIK3R2/ABL2/HGF 72 KEGG hsa00480 Glutathione metabolism 18/2550 58/8135 0.5699 0.8709 0.6615 GPX4/TXNDC12/GSTP1/IDH2/GSTM5/GGT7/SRM/RRM2B/GCLM/GGCT/RRM1/MGST2/NAT8B/GSTA4/ODC1/GPX2/HPGDS/GSTT2 18 KEGG hsa00640 Propanoate metabolism 10/2550 32/8135 0.571 0.8709 0.6615 HADHA/ALDH6A1/MCEE/BCKDHA/PCCB/ACOX1/ECHS1/EHHADH/BCKDHB/SUCLG1 10 KEGG hsa05332 Graft-versus-host disease 13/2550 42/8135 0.5799 0.8804 0.6687 FAS/HLA-A/HLA-C/HLA-DPB1/HLA-DPA1/HLA-G/CD86/HLA-DOA/KIR2DL5A/KIR2DL2/HLA-DOB/KIR3DL3/HLA-E 13 KEGG hsa04918 Thyroid hormone synthesis 23/2550 75/8135 0.594 0.8957 0.6803 HSP90B1/CREB1/PRKCB/PDIA4/ITPR1/PRKACA/GNAS/DUOXA2/CREB3/TTF2/CREB3L4/PRKCG/ADCY4/PRKACB/ATF2/ITPR3/CREB3L2/TTF1/ATP1B1/ASGR1/FXYD2/GPX2/ADCY8 23 KEGG hsa04360 Axon guidance 56/2550 182/8135 0.5953 0.8957 0.6803 BMPR2/PLXNC1/KRAS/GNAI2/RAF1/MAPK3/EFNA4/EPHA2/CDC42/RYK/NFATC3/CAMK2D/EPHA4/CFL1/MYL12B/CXCR4/SEMA5A/FYN/CDK5/PLXNB2/PDPK1/RRAS/PIK3CA/LRRC4/PTK2/MAPK1/SRGAP2/EPHB2/BMP7/RAC3/PAK2/GNAI1/SEMA7A/UNC5B/UNC5A/RHOD/RAC2/EPHB1/FES/ABL1/RASA1/SEMA4D/TRPC1/NEO1/NFATC2/DPYSL2/SEMA3G/HRAS/PRKCZ/ITGB1/RGS3/ABLIM1/PIK3R2/EPHA5/PPP3R1/SHH 56 KEGG hsa00350 Tyrosine metabolism 11/2550 36/8135 0.603 0.9031 0.6859 GSTZ1/MIF/FAHD1/GOT2/AOC2/ALDH3B2/FAH/DDC/ADH5/COMT/AOC3 11 KEGG hsa04964 Proximal tubule bicarbonate reclamation 7/2550 23/8135 0.615 0.917 0.6965 MDH1/SLC25A10/CA2/ATP1B1/PCK2/FXYD2/GLS2 7 KEGG hsa04921 Oxytocin signaling pathway 47/2550 154/8135 0.6184 0.918 0.6972 CALM1/PRKCB/PIK3CG/KRAS/PRKAG1/GNAI2/RAF1/CAMK1D/MAPK3/PRKAA1/ITPR1/PPP1CB/CACNA2D3/PRKACA/GNAS/PPP1R12A/RCAN1/OXTR/NFATC3/CAMK2D/CAMK1/PRKCG/PIK3R5/ADCY4/CACNG1/PRKACB/MAPK7/ITPR3/PPP1CA/MAP2K2/EEF2/NFATC1/RYR2/MAPK1/PTGS2/GNAI1/CACNB2/MYL6/CDKN1A/CACNG7/NFATC2/HRAS/ADCY8/OXT/CACNB4/MYL6B/PPP3R1 47 KEGG hsa05217 Basal cell carcinoma 19/2550 63/8135 0.6274 0.9272 0.7042 BAX/DVL3/FZD6/FZD2/DDB2/FZD1/PTCH2/GADD45A/CTNNB1/BAK1/WNT8B/POLK/DVL2/WNT2B/WNT11/CDKN1A/WNT1/FZD9/SHH 19 KEGG hsa05230 Central carbon metabolism in cancer 21/2550 70/8135 0.6402 0.9337 0.7092 KRAS/RAF1/MAPK3/IDH2/HK1/HIF1A/SIRT3/MAP2K2/PIK3CA/PDHB/PKM/MAPK1/PGAM1/MTOR/AKT1/HK3/HKDC1/SLC7A5/HRAS/GLS2/PIK3R2 21 KEGG hsa04145 Phagosome 46/2550 152/8135 0.6441 0.9337 0.7092 CORO1A/M6PR/ATP6V1G1/TAP2/OLR1/LAMP1/HLA-A/ATP6V1D/THBS1/CALR/SEC61A2/THBS3/ATP6V1E2/TCIRG1/THBS4/HLA-C/HLA-DPB1/HLA-DPA1/COMP/HLA-G/C1R/EEA1/HLA-DOA/FCGR3B/ATP6V0A2/RILP/ITGA5/NOS1/ATP6V0B/PIK3C3/TUBA1B/TLR6/TUBB1/SCARB1/ATP6V0D2/ITGB5/ITGAV/HLA-DOB/MBL2/DYNC1I2/ATP6V1H/ATP6V1E1/ITGB1/TUBA4A/HLA-E/MSR1 46 KEGG hsa00514 Other types of O-glycan biosynthesis 14/2550 47/8135 0.6448 0.9337 0.7092 POMT1/OGT/XXYLT1/GALNT6/POFUT1/GALNT10/GALNT3/EOGT/PLOD3/GXYLT1/GALNT9/GALNT1/ST6GAL1/GALNT11 14 KEGG hsa00062 Fatty acid elongation 8/2550 27/8135 0.6469 0.9337 0.7092 HADHA/HADH/ECHS1/ELOVL7/ELOVL6/TECR/MECR/HSD17B12 8 KEGG hsa01040 Biosynthesis of unsaturated fatty acids 8/2550 27/8135 0.6469 0.9337 0.7092 ACOX1/ELOVL7/ACAA1/ELOVL6/TECR/FADS2/HSD17B12/SCD 8 KEGG hsa00010 Glycolysis / Gluconeogenesis 20/2550 67/8135 0.6491 0.9337 0.7092 PGK1/HK1/AKR1A1/ENO2/TPI1/BPGM/ALDH3B2/ALDH9A1/PDHB/PKM/ALDH3A2/PGAM1/PGM2/GAPDH/ADH5/PCK2/HK3/HKDC1/FBP1/ALDOA 20 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 30/2550 100/8135 0.6513 0.9337 0.7092 IL6R/TNFRSF10A/IL6ST/CCR10/CXCL2/CXCR5/CXCL5/CXCR4/TNFRSF1B/IL2RB/CXCR1/IL10/CSF1R/PPBP/XCR1/CCR8/CCR2/ACKR4/PF4/TNFRSF10C/IL20RB/ACKR3/IL20/CXCR2/PF4V1/CCR5/CCL27/IL18R1/IL18RAP/IL34 30 KEGG hsa04713 Circadian entrainment 29/2550 97/8135 0.6584 0.9398 0.7138 GNB1/CREB1/CALM1/PRKCB/GNAI2/MAPK3/ITPR1/GRIN1/PRKACA/GNAS/CAMK2D/PRKCG/ADCY4/PRKACB/RASD1/GNG11/GNG8/ITPR3/MTNR1B/GNB4/MTNR1A/RYR2/MAPK1/NOS1/GNAI1/GNG3/GNGT2/GNB2/ADCY8 29 KEGG hsa04977 Vitamin digestion and absorption 7/2550 24/8135 0.6653 0.9455 0.7182 ABCC1/SLC5A6/SLC19A2/BTD/SLC52A3/SCARB1/MMACHC 7 KEGG hsa05032 Morphine addiction 27/2550 91/8135 0.6732 0.951 0.7223 GNB1/PDE8A/PRKCB/ARRB1/GNAI2/PDE4B/PRKACA/GNAS/GABRR2/CACNA1B/PRKCG/GABBR1/ADCY4/PRKACB/GNG11/GNG8/SLC32A1/GNB4/GRK4/GNAI1/GNG3/GNGT2/PDE1A/PDE3B/GNB2/ADCY8/PDE4A 27 KEGG hsa00240 Pyrimidine metabolism 17/2550 58/8135 0.6784 0.951 0.7223 TK2/NME3/NME6/NME1/DCTPP1/HDDC2/AK9/RRM2B/NUDT2/RRM1/DHODH/CTPS1/TYMS/NT5C3A/TK1/DTYMK/UCKL1 17 KEGG hsa04022 cGMP-PKG signaling pathway 50/2550 167/8135 0.6815 0.951 0.7223 SLC25A6/CREB1/CALM1/PIK3CG/GNAI2/RAF1/VDAC2/MAPK3/SLC25A5/ITPR1/PPP1CB/PPP1R12A/CREB3/KCNMB3/NFATC3/ADRA2B/CREB3L4/PIK3R5/BAD/ADCY4/MRVI1/ATF2/ITPR3/CREB3L2/PPP1CA/OPRD1/GNA11/MYH7/MAP2K2/NFATC1/MAPK1/NPPC/GNAI1/INSR/ATP1B1/VDAC3/VASP/ATP2A2/GNA13/SRF/AKT1/FXYD2/NFATC2/MEF2D/AGTR1/PDE3B/ADCY8/NPPB/ADRB1/PPP3R1 50 KEGG hsa05330 Allograft rejection 11/2550 38/8135 0.6834 0.951 0.7223 FAS/HLA-A/HLA-C/HLA-DPB1/HLA-DPA1/HLA-G/CD86/IL10/HLA-DOA/HLA-DOB/HLA-E 11 KEGG hsa05340 Primary immunodeficiency 11/2550 38/8135 0.6834 0.951 0.7223 TAP2/RFXANK/BTK/ZAP70/PTPRC/IKBKG/UNG/CD3D/ICOS/TNFRSF13C/JAK3 11 KEGG hsa00600 Sphingolipid metabolism 15/2550 52/8135 0.7005 0.9708 0.7374 UGCG/CERS2/HEXA/SGMS1/NEU2/SMPD3/SPHK2/SPTLC2/CERS4/SGPL1/SPTLC1/SGPP2/SPHK1/HEXB/GBA2 15 KEGG hsa04330 Notch signaling pathway 17/2550 59/8135 0.7085 0.9779 0.7427 RBPJ/DVL3/CTBP1/CREBBP/PSENEN/APH1A/MAML1/KAT2B/DLL1/NUMB/HES5/CIR1/DVL2/ATXN1L/HDAC1/DTX3L/HDAC2 17 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 15/2550 53/8135 0.731 1 0.7595 PRKCB/PRKACA/GNAS/PRKCG/PRKACB/AP2B1/AP2S1/ATP1B1/CLTA/FXYD2/CLTC/AP2A2/CLTB/DNM3/DNM2 15 KEGG hsa04392 Hippo signaling pathway - multiple species 8/2550 29/8135 0.7328 1 0.7595 RASSF4/LIMD1/MOB1A/LATS1/SAV1/CSNK1E/TEAD4/MOB1B 8 KEGG hsa00760 Nicotinate and nicotinamide metabolism 10/2550 36/8135 0.7351 1 0.7595 NADK2/SIRT1/NMNAT1/SIRT3/QPRT/NNMT/NMNAT3/NAPRT/BST1/NMRK2 10 KEGG hsa05134 Legionellosis 16/2550 57/8135 0.748 1 0.7595 CLK1/VCP/RELA/PYCARD/CXCL2/HSPA1L/TLR5/NAIP/NFKB1/NFKB2/BCL2L13/CASP8/HBS1L/BNIP3/SAR1A/HSPD1 16 KEGG hsa00564 Glycerophospholipid metabolism 28/2550 98/8135 0.7575 1 0.7595 DGKH/PCYT1A/GPCPD1/DGKD/PEMT/TAZ/LYPLA1/MBOAT1/DGKA/PTDSS1/AGPAT3/ETNK1/LPCAT4/ACHE/PLD4/LPCAT3/PLD2/LPIN3/PGS1/CHKB/DGKQ/PLA2G2E/AGPAT4/CHPT1/ADPRM/PCYT1B/PNPLA7/AGPAT1 28 KEGG hsa04925 Aldosterone synthesis and secretion 28/2550 98/8135 0.7575 1 0.7595 CREB1/CALM1/PRKCB/NR4A2/CAMK1D/ITPR1/PRKACA/GNAS/ATF1/CREB3/CAMK2D/CAMK1/CREB3L4/PRKCG/ADCY4/PRKACB/STAR/ATF2/ITPR3/CREB3L2/GNA11/ATP1B1/DAGLB/SCARB1/LIPE/AGTR1/ADCY8/PRKD3 28 KEGG hsa00531 Glycosaminoglycan degradation 5/2550 19/8135 0.7591 1 0.7595 HEXA/IDS/HEXB/HYAL2/GALNS 5 KEGG hsa01210 2-Oxocarboxylic acid metabolism 5/2550 19/8135 0.7591 1 0.7595 CS/IDH2/GOT2/IDH3G/ACO1 5 KEGG hsa04962 Vasopressin-regulated water reabsorption 12/2550 44/8135 0.7695 1 0.7595 CREB1/PRKACA/GNAS/CREB3/CREB3L4/PRKACB/DCTN6/DCTN5/CREB3L2/DYNLL1/DYNLL2/DYNC1I2 12 KEGG hsa04514 Cell adhesion molecules 43/2550 149/8135 0.7718 1 0.7595 HLA-A/ITGAL/GLG1/PDCD1/ICAM3/HLA-C/HLA-DPB1/IGSF11/PTPRC/CD274/NLGN2/CDH4/HLA-DPA1/HLA-G/SELP/CLDN2/CD86/HLA-DOA/LRRC4/SPN/ICOS/CDH5/NRXN3/MPZL1/VCAM1/CLDN5/ALCAM/ITGA9/F11R/MAG/CDH3/CD99L2/ITGAV/HLA-DOB/NEO1/NEGR1/ITGB1/CLDN6/CDH1/HLA-E/VTCN1/NLGN4X/OCLN 43 KEGG hsa04530 Tight junction 49/2550 169/8135 0.772 1 0.7595 PPP2R1A/ACTR2/ARPC1B/TJAP1/PRKCI/PRKAG1/MAPK8/CD1E/EZR/CD1C/PRKAA1/CD1A/SCRIB/PRKACA/ARPC3/PPP2R2A/CDC42/MYL12B/PRKACB/TIAM1/CTTN/PPP2R2D/CDK4/CLDN2/MSN/CD1B/MAPK9/SYMPK/DLG1/ARPC4/TUBA1B/DLG3/VASP/MYL6/CLDN5/MYH9/PCNA/F11R/TJP2/PRKCZ/ITGB1/CLDN6/RDX/TUBA4A/RAB8B/MYL6B/PPP2CA/OCLN/MAP2K7 49 KEGG hsa04927 Cortisol synthesis and secretion 18/2550 65/8135 0.7778 1 0.7595 CREB1/PDE8A/ITPR1/PRKACA/GNAS/CREB3/CREB3L4/ADCY4/PRKACB/STAR/ATF2/ITPR3/CREB3L2/GNA11/PBX1/SCARB1/AGTR1/ADCY8 18 KEGG hsa04727 GABAergic synapse 25/2550 89/8135 0.7808 1 0.7595 GNB1/PRKCB/GNAI2/SLC38A2/PRKACA/GABRR2/GABARAPL2/CACNA1B/PRKCG/GABBR1/ADCY4/PRKACB/SLC38A1/GNG11/GNG8/SLC32A1/GNB4/GNAI1/GNG3/GNGT2/GABARAP/TRAK2/GNB2/ADCY8/GLS2 25 KEGG hsa04911 Insulin secretion 24/2550 86/8135 0.789 1 0.7595 CREB1/PRKCB/PRKACA/GNAS/CREB3/KCNMB3/CAMK2D/CREB3L4/PRKCG/ADCY4/TRPM4/PRKACB/ATF2/ITPR3/CREB3L2/GNA11/RYR2/CCKAR/RAB3A/ATP1B1/FFAR1/KCNN1/FXYD2/ADCY8 24 KEGG hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 7/2550 27/8135 0.7899 1 0.7595 FUT7/ST3GAL4/B4GALT4/B3GNT2/FUT4/B3GNT4/GCNT2 7 KEGG hsa05133 Pertussis 21/2550 76/8135 0.794 1 0.7595 CALM1/GNAI2/MAPK11/MAPK8/MAPK3/RELA/PYCARD/C4BPB/CFL1/CXCL5/C1R/IL10/MAPK9/NFKB1/C1QA/MAPK1/NOD1/ITGA5/GNAI1/MAPK13/ITGB1 21 KEGG hsa00052 Galactose metabolism 8/2550 31/8135 0.8032 1 0.7595 UGP2/GALT/HK1/GALK1/AKR1B1/PGM2/HK3/HKDC1 8 KEGG hsa05310 Asthma 8/2550 31/8135 0.8032 1 0.7595 FCER1A/HLA-DPB1/HLA-DPA1/IL10/HLA-DOA/IL9/HLA-DOB/IL13 8 KEGG hsa04923 Regulation of lipolysis in adipocytes 15/2550 56/8135 0.8102 1 0.7595 GNAI2/PRKACA/GNAS/ADCY4/PRKACB/PIK3CA/PTGS2/GNAI1/INSR/AKT1/LIPE/PDE3B/ADCY8/ADRB1/PIK3R2 15 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 27/2550 98/8135 0.8218 1 0.7595 CALM1/PRKCB/MAP2K6/MAPK11/MAPK8/ITPR1/PPP1CB/PRKACA/GNAS/HTR2B/NGF/CAMK2D/PRKCG/ADCY4/PTGER4/PRKACB/ITPR3/PPP1CA/P2RY2/TRPV2/MAPK9/PIK3CA/TRPM8/ALOX12/MAPK13/ADCY8/PIK3R2 27 KEGG hsa00650 Butanoate metabolism 7/2550 28/8135 0.8226 1 0.7595 HADHA/HADH/ECHS1/HMGCS1/EHHADH/AACS/HMGCL 7 KEGG hsa00120 Primary bile acid biosynthesis 4/2550 17/8135 0.83 1 0.7595 SLC27A5/AMACR/CH25H/ACOT8 4 KEGG hsa00910 Nitrogen metabolism 4/2550 17/8135 0.83 1 0.7595 CA2/CA14/CA1/CA8 4 KEGG hsa00860 Porphyrin metabolism 11/2550 43/8135 0.8368 1 0.7595 COX15/HMOX2/FXN/HMBS/ALAD/UROD/BLVRB/CPOX/BLVRA/COX10/MMAB 11 KEGG hsa04940 Type I diabetes mellitus 11/2550 43/8135 0.8368 1 0.7595 FAS/HLA-A/HLA-C/HLA-DPB1/HLA-DPA1/HLA-G/CD86/HLA-DOA/HLA-DOB/HSPD1/HLA-E 11 KEGG hsa00620 Pyruvate metabolism 12/2550 47/8135 0.8463 1 0.7595 FH/MDH2/MDH1/HAGH/AKR1A1/PC/ALDH9A1/PDHB/PKM/ALDH3A2/ADH5/PCK2 12 KEGG hsa05321 Inflammatory bowel disease 17/2550 65/8135 0.8513 1 0.7595 STAT4/IL4R/RELA/HLA-DPB1/TLR5/HLA-DPA1/IL10/HLA-DOA/NFKB1/NFATC1/IL21R/HLA-DOB/IL13/IL18R1/IL18RAP/IL17F/MAF 17 KEGG hsa04924 Renin secretion 18/2550 69/8135 0.8598 1 0.7595 CREB1/CALM1/GNAI2/ITPR1/PRKACA/GNAS/PTGER4/PRKACB/ITPR3/GNAI1/CTSB/PDE1A/CLCA2/CLCA1/AGTR1/PDE3B/ADRB1/PPP3R1 18 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 9/2550 37/8135 0.8657 1 0.7595 ADSL/RIMKLB/GOT2/NIT2/ASL/ASRGL1/ASNS/AGXT/GLS2 9 KEGG hsa05143 African trypanosomiasis 9/2550 37/8135 0.8657 1 0.7595 THOP1/PRKCB/FAS/PRKCG/IL10/HBB/APOL1/VCAM1/TLR9 9 KEGG hsa00340 Histidine metabolism 5/2550 22/8135 0.8668 1 0.7595 CARNS1/ALDH3B2/ALDH9A1/ALDH3A2/CNDP2 5 KEGG hsa02010 ABC transporters 11/2550 45/8135 0.8791 1 0.7595 ABCB10/TAP2/ABCB7/ABCC1/ABCC2/ABCG1/ABCA5/ABCC3/ABCB9/ABCA1/ABCB1 11 KEGG hsa04512 ECM-receptor interaction 23/2550 88/8135 0.8812 1 0.7595 THBS1/THBS3/THBS4/COL1A1/DAG1/COL2A1/COMP/RELN/TNN/ITGA11/ITGA5/ITGA3/ITGA9/ITGB5/CD47/COL9A2/ITGAV/ITGA2B/CHAD/COL1A2/ITGB1/HSPG2/COL4A2 23 KEGG hsa04972 Pancreatic secretion 27/2550 102/8135 0.8813 1 0.7595 PRKCB/CTRL/ITPR1/GNAS/RAB3D/CELA3A/CELA3B/PRKCG/SLC12A2/ADCY4/ITPR3/PRSS2/PRSS3/CA2/RAP1B/PLA2G2E/RYR2/CCKAR/ATP1B1/ATP2A2/CEL/FXYD2/TRPC1/CLCA2/CLCA1/BST1/ADCY8 27 KEGG hsa05414 Dilated cardiomyopathy 25/2550 96/8135 0.8936 1 0.7595 CACNA2D3/PRKACA/GNAS/ADCY4/CACNG1/PRKACB/DAG1/TPM3/MYH7/ITGA11/RYR2/ITGA5/CACNB2/ATP2A2/ITGA3/ITGA9/ITGB5/TNNC1/ITGAV/ITGA2B/CACNG7/ITGB1/ADCY8/CACNB4/ADRB1 25 KEGG hsa05202 Transcriptional misregulation in cancer 53/2550 193/8135 0.8965 1 0.7595 CDK9/BAX/SS18L1/FUT8/RELA/MEIS1/SS18/DDB2/KMT2A/ATF1/BIRC2/CCND2/NCOR1/CDKN2C/TRAF1/TGFBR2/BIRC3/MDM2/ELK4/MMP9/ASPSCR1/DOT1L/JMJD1C/PRCC/GADD45A/IL2RB/BAK1/CD86/EYA1/CCNT2/ETV6/NFKB1/POLK/NR4A3/CSF1R/CCNT1/PTK2/PBX1/CCNA2/RXRA/ZBTB17/ETV1/CEBPA/CDKN1A/HDAC1/SPINT1/MLF1/REL/PBX3/HDAC2/MAF/NUPR1/SIN3A 53 KEGG hsa04217 Necroptosis 43/2550 159/8135 0.8987 1 0.7595 SLC25A6/XIAP/BAX/TNFRSF10A/HSP90AB1/IRF9/TYK2/MAPK8/VDAC2/CFLAR/SLC25A5/FAS/STAT4/VPS4B/CHMP2A/RIPK1/PARP1/BIRC2/USP21/PYCARD/BIRC3/FADD/CAMK2D/JAK2/AIFM1/IFNAR1/TRAF5/MAPK9/HSP90AA1/STAT5A/IFNA17/PPIA/PYGM/CASP8/TRADD/VDAC3/CHMP4B/STAT5B/TNFAIP3/JAK3/ALOX15/CAPN1/SHARPIN 43 KEGG hsa04724 Glutamatergic synapse 30/2550 114/8135 0.8991 1 0.7595 GNB1/PRKCB/GNAI2/SLC38A2/MAPK3/ITPR1/GRIN1/GRIN3B/PRKACA/GNAS/PRKCG/ADCY4/HOMER3/PRKACB/SLC38A1/GNG11/GNG8/PLD2/ITPR3/GNB4/MAPK1/GNAI1/GNG3/GNGT2/TRPC1/GNB2/ADCY8/GLS2/GRM6/PPP3R1 30 KEGG hsa05144 Malaria 12/2550 50/8135 0.9016 1 0.7595 THBS1/ITGAL/THBS3/THBS4/GYPC/COMP/SELP/IL10/HBB/VCAM1/TLR9/HGF 12 KEGG hsa00561 Glycerolipid metabolism 15/2550 61/8135 0.9021 1 0.7595 DGKH/DGKD/MBOAT1/DGKA/AKR1A1/AGPAT3/LPIN3/ALDH9A1/DGKQ/ALDH3A2/AKR1B1/AGPAT4/CEL/AGPAT1/PNPLA3 15 KEGG hsa05152 Tuberculosis 49/2550 180/8135 0.9022 1 0.7595 CORO1A/BAX/CREB1/CALM1/MAPK11/MAPK8/RAF1/MAPK3/LAMP1/RELA/CREBBP/RFXANK/TCIRG1/FADD/CAMK2D/HSPA9/HLA-DPB1/BAD/JAK2/HLA-DPA1/SYK/SPHK2/IL10/EEA1/MAPK9/HLA-DOA/NFKB1/PLK3/FCGR3B/ATP6V0A2/MAPK1/IFNA17/ATP6V0B/CASP8/PIK3C3/TRADD/TLR6/LSP1/ATP6V0D2/MAPK13/NFYA/AKT1/TLR9/HLA-DOB/CAMP/ATP6V1H/SPHK1/HSPD1/PPP3R1 49 KEGG hsa04971 Gastric acid secretion 19/2550 76/8135 0.9092 1 0.7595 CALM1/PRKCB/GNAI2/EZR/ITPR1/PRKACA/GNAS/CAMK2D/PRKCG/ADCY4/PRKACB/ITPR3/CA2/GNAI1/ATP1B1/KCNJ16/SST/ADCY8/KCNJ15 19 KEGG hsa00500 Starch and sucrose metabolism 8/2550 36/8135 0.9174 1 0.7595 UGP2/GYS2/HK1/PYGM/PGM2/HK3/HKDC1/AGL 8 KEGG hsa00512 Mucin type O-glycan biosynthesis 8/2550 36/8135 0.9174 1 0.7595 GALNT6/ST3GAL1/GALNT10/GALNT3/ST3GAL2/GALNT9/GALNT1/GALNT11 8 KEGG hsa05146 Amoebiasis 26/2550 102/8135 0.9199 1 0.7595 PRKCB/SERPINB6/CD1E/CD1C/CD1A/RELA/PRKACA/GNAS/C9/COL1A1/CXCL2/PRDX1/SERPINB9/PRKCG/ARG1/ARG2/PRKACB/GNA11/CD1B/IL10/NFKB1/PIK3CA/PTK2/COL1A2/COL4A2/PIK3R2 26 KEGG hsa05140 Leishmaniasis 19/2550 77/8135 0.9205 1 0.7595 PRKCB/MAPK11/TAB1/MAPK3/RELA/HLA-DPB1/MAP3K7/JAK2/HLA-DPA1/IL10/HLA-DOA/NFKB1/FCGR3B/MAPK1/PTGS2/TAB2/MAPK13/HLA-DOB/ITGB1 19 KEGG hsa04610 Complement and coagulation cascades 21/2550 85/8135 0.9282 1 0.7595 CD46/C9/C4BPB/CD55/C1R/FGB/CLU/F3/C6/C1QA/CFD/FGG/F10/SERPINB2/CD59/F2/F2R/MBL2/CFB/PROC/CFH 21 KEGG hsa00770 Pantothenate and CoA biosynthesis 4/2550 21/8135 0.933 1 0.7595 COASY/AASDHPPT/ALDH3A2/PANK3 4 KEGG hsa04978 Mineral absorption 14/2550 60/8135 0.9342 1 0.7595 HMOX2/SLC31A1/SLC39A4/ATP7A/SLC26A6/ATP1B1/STEAP1/TRPV6/CYBRD1/FXYD2/SLC26A9/SLC30A1/ATOX1/STEAP2 14 KEGG hsa05323 Rheumatoid arthritis 23/2550 93/8135 0.9352 1 0.7595 ATP6V1G1/CTSK/ACP5/ATP6V1D/ITGAL/ATP6V1E2/TCIRG1/CXCL2/HLA-DPB1/CXCL5/HLA-DPA1/LTB/CD86/HLA-DOA/ATP6V0A2/ATP6V0B/VEGFA/ATP6V0D2/HLA-DOB/IL11/ATP6V1H/ATP6V1E1/IL15 23 KEGG hsa04672 Intestinal immune network for IgA production 11/2550 49/8135 0.9372 1 0.7595 CCR10/HLA-DPB1/CXCR4/HLA-DPA1/CD86/IL10/HLA-DOA/ICOS/TNFRSF13C/HLA-DOB/IL15 11 KEGG hsa05320 Autoimmune thyroid disease 12/2550 53/8135 0.9393 1 0.7595 FAS/HLA-A/HLA-C/HLA-DPB1/HLA-DPA1/HLA-G/CD86/IL10/HLA-DOA/IFNA17/HLA-DOB/HLA-E 12 KEGG hsa00053 Ascorbate and aldarate metabolism 6/2550 30/8135 0.9435 1 0.7595 AKR1A1/MIOX/UGDH/RGN/ALDH9A1/ALDH3A2 6 KEGG hsa04979 Cholesterol metabolism 11/2550 50/8135 0.9472 1 0.7595 VDAC2/SOAT1/STAR/LIPA/TSPO/SORT1/VDAC3/SCARB1/ABCA1/VAPA/APOC2 11 KEGG hsa00983 Drug metabolism - other enzymes 19/2550 80/8135 0.9474 1 0.7595 ITPA/TK2/NME3/TPMT/NME6/NME1/GSTP1/GSTM5/RRM2B/IMPDH2/RRM1/HPRT1/MGST2/GSTA4/IMPDH1/TK1/GSTT2/CYP2A6/UCKL1 19 KEGG hsa04640 Hematopoietic cell lineage 24/2550 99/8135 0.9524 1 0.7595 IL6R/CD1E/CD1C/CD1A/IL4R/IL11RA/HLA-DPB1/IL7/DNTT/HLA-DPA1/CD55/CD1B/CD3G/HLA-DOA/CSF1R/ITGA5/CD3D/ITGA3/CD59/HLA-DOB/ITGA2B/CD24/IL11/CD33 24 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 18/2550 77/8135 0.9525 1 0.7595 CACNA2D3/CACNG1/DAG1/CTNNB1/ITGA11/RYR2/ITGA5/CACNB2/ATP2A2/ITGA3/ITGA9/ITGB5/ITGAV/ITGA2B/CACNG7/CTNNA1/ITGB1/CACNB4 18 KEGG hsa04913 Ovarian steroidogenesis 11/2550 51/8135 0.9558 1 0.7595 PRKACA/GNAS/ADCY4/PRKACB/STAR/PTGS2/INSR/HSD17B1/SCARB1/CYP1B1/ADCY8 11 KEGG hsa05150 Staphylococcus aureus infection 23/2550 96/8135 0.9564 1 0.7595 ITGAL/KRT10/HLA-DPB1/HLA-DPA1/C1R/SELP/IL10/HLA-DOA/C1QA/CFD/FCGR3B/KRT24/FGG/KRT33B/KRT14/KRT19/KRT16/HLA-DOB/MBL2/CAMP/CFB/CFH/FPR1 23 KEGG hsa04614 Renin-angiotensin system 4/2550 23/8135 0.9594 1 0.7595 THOP1/PREP/ATP6AP2/AGTR1 4 KEGG hsa04970 Salivary secretion 22/2550 93/8135 0.9602 1 0.7595 CALM1/PRKCB/ITPR1/PRKACA/GNAS/PRKCG/SLC12A2/ADCY4/PRKACB/ITPR3/BEST2/CST1/NOS1/CST4/ATP1B1/CST5/TRPV6/FXYD2/BST1/CAMP/ADCY8/ADRB1 22 KEGG hsa05410 Hypertrophic cardiomyopathy 21/2550 90/8135 0.9639 1 0.7595 PRKAG1/PRKAA1/CACNA2D3/CACNG1/DAG1/TPM3/MYH7/ITGA11/RYR2/ITGA5/CACNB2/ATP2A2/ITGA3/ITGA9/ITGB5/TNNC1/ITGAV/ITGA2B/CACNG7/ITGB1/CACNB4 21 KEGG hsa00565 Ether lipid metabolism 10/2550 49/8135 0.9691 1 0.7595 PAFAH1B1/PAFAH1B3/LPCAT4/PLD4/PLD2/GDPD1/PAFAH2/PLA2G2E/CHPT1/TMEM86B 10 KEGG hsa00592 alpha-Linolenic acid metabolism 4/2550 25/8135 0.9759 1 0.7595 ACOX1/ACAA1/PLA2G2E/FADS2 4 KEGG hsa00040 Pentose and glucuronate interconversions 6/2550 34/8135 0.9772 1 0.7595 CRYL1/SORD/UGP2/AKR1A1/UGDH/AKR1B1 6 KEGG hsa04270 Vascular smooth muscle contraction 32/2550 134/8135 0.9779 1 0.7595 CALM1/PRKCB/ARAF/RAF1/MAPK3/ITPR1/PPP1CB/BRAF/PRKACA/GNAS/PPP1R12A/KCNMB3/PRKCG/ADCY4/MRVI1/PRKACB/ITPR3/PPP1CA/GNA11/MAP2K2/ARHGEF1/PLA2G2E/MAPK1/NPPC/MYL6/MYH9/GNA13/ARHGEF11/AGTR1/ADCY8/NPPB/MYL6B 32 KEGG hsa04973 Carbohydrate digestion and absorption 9/2550 47/8135 0.9794 1 0.7595 PRKCB/HK1/PIK3CA/ATP1B1/AKT1/HK3/FXYD2/HKDC1/PIK3R2 9 KEGG hsa00430 Taurine and hypotaurine metabolism 2/2550 16/8135 0.9799 1 0.7595 GGT7/ADO 2 KEGG hsa04975 Fat digestion and absorption 8/2550 43/8135 0.9799 1 0.7595 GOT2/SLC27A1/PLA2G2E/SCARB1/CEL/FABP1/ABCA1/AGPAT1 8 KEGG hsa00590 Arachidonic acid metabolism 12/2550 61/8135 0.9857 1 0.7595 CBR1/LTC4S/PLA2G2E/CYP2U1/PTGS2/ALOX12/PTGDS/CYP2C8/ALOX15/GPX2/HPGDS/PTGES2 12 KEGG hsa00515 Mannose type O-glycan biosynthesis 3/2550 23/8135 0.9888 1 0.7595 POMT1/B3GALNT2/FUT4 3 KEGG hsa04060 Cytokine-cytokine receptor interaction 75/2550 295/8135 0.9902 1 0.7595 IL6R/BMPR2/TNFRSF10A/IL6ST/IL27RA/LIF/FAS/IL4R/CCR10/IL11RA/TNFSF4/NGF/CXCL2/TGFBR2/CXCR5/CXCL5/IL7/CXCR4/TNFRSF1B/ACVR2A/TGFBR1/IL17RC/LTB/IFNAR1/IL2RB/INHBB/GH1/CXCR1/INHBA/IL1F10/ACVR2B/CD27/IL10/LEPR/CSF1R/IL17RA/PPBP/XCR1/IFNA17/BMP7/CCR8/IL26/TNFSF8/TNFRSF4/CCR2/ACKR4/PF4/IL9/OSM/TNFRSF10C/IL21R/TNFRSF13C/IL20RB/ACKR3/IL13RA2/EDAR/IL11/IL20/IL13/EDA/CXCR2/PF4V1/CSH1/CCR5/CCL27/IL13RA1/IL16/RELT/GDF15/IL18R1/IL15/IL18RAP/IL17D/IL17F/IL34 75 KEGG hsa04744 Phototransduction 4/2550 29/8135 0.9919 1 0.7595 GNB1/CALM1/RGS9/GUCA1B 4 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 13/2550 69/8135 0.9934 1 0.7595 GSTP1/CBR1/GSTM5/PTGS2/MGST2/CYP1B1/CYP2C8/GSTA4/SULT1A1/HPGDS/GSTT2/CYP2A6/SULT1A2 13 KEGG hsa05033 Nicotine addiction 6/2550 40/8135 0.9948 1 0.7595 GRIN1/GRIN3B/GABRR2/CACNA1B/SLC32A1/CHRNA6 6 KEGG hsa05034 Alcoholism 43/2550 187/8135 0.9958 1 0.7595 GNB1/GRB2/CREB1/CALM1/ARAF/KRAS/GNAI2/RAF1/FOSB/MAPK3/PPP1CB/BRAF/HDAC4/GRIN1/GRIN3B/PRKACA/GNAS/CREB3/SHC1/HDAC3/HDAC8/CREB3L4/SOS2/PRKACB/ATF2/GNG11/GNG8/HAT1/CREB3L2/PPP1CA/GNB4/MAPK1/GNAI1/DDC/SLC6A3/GNG3/GNGT2/SLC29A2/HDAC1/SLC29A3/HRAS/GNB2/HDAC2 43 KEGG hsa04020 Calcium signaling pathway 56/2550 240/8135 0.9978 1 0.7595 SLC25A6/CALM1/PRKCB/MCOLN2/MCU/VDAC2/CAMK1D/HTR7/PLCD1/SLC25A5/MCOLN3/ITPR1/GRIN1/PRKACA/GNAS/HTR2B/NGF/TACR1/CACNA1B/OXTR/CAMK2D/CAMK1/PRKCG/ADCY4/PRKACB/CXCR4/PTK2B/PHKG1/ITPR3/FLT4/SPHK2/HTR4/GNA11/LTB4R2/RYR2/P2RX3/CCKAR/NOS1/FGF10/VDAC3/ATP2A2/VEGFA/PDE1A/ORAI3/TNNC1/F2R/FGF3/PTGER1/FGF16/EGF/AGTR1/ADCY8/SPHK1/ADRB1/PPP3R1/HGF 56 KEGG hsa00591 Linoleic acid metabolism 3/2550 29/8135 0.9982 1 0.7595 PLA2G2E/CYP2C8/ALOX15 3 KEGG hsa04976 Bile secretion 16/2550 89/8135 0.9986 1 0.7595 PRKACA/GNAS/SLC27A5/ABCC2/ADCY4/PRKACB/CA2/ABCC3/RXRA/ATP1B1/SCARB1/SLCO1B1/FXYD2/ABCB1/ADCY8/SLC22A1 16 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 13/2550 78/8135 0.999 1 0.7595 GSTP1/AKR7A2/CBR1/GSTM5/AKR7A3/ALDH3B2/MGST2/ADH5/CYP1B1/GSTA4/HPGDS/GSTT2/CYP2A6 13 KEGG hsa04950 Maturity onset diabetes of the young 2/2550 26/8135 0.9993 1 0.7595 MNX1/HNF1A 2 KEGG hsa04974 Protein digestion and absorption 18/2550 103/8135 0.9996 1 0.7595 CTRL/SLC38A2/COL1A1/CELA3A/CELA3B/KCNE3/COL2A1/PRSS2/PRSS3/COL26A1/ATP1B1/FXYD2/COL9A2/COL1A2/COL4A2/COL16A1/COL19A1/SLC7A7 18 KEGG hsa00140 Steroid hormone biosynthesis 8/2550 61/8135 0.9997 1 0.7595 SRD5A3/SULT2B1/HSD17B8/SRD5A2/HSD17B1/COMT/CYP1B1/HSD17B12 8 KEGG hsa00970 Aminoacyl-tRNA biosynthesis 9/2550 66/8135 0.9998 1 0.7595 SEPSECS/GATC/HARS2/FARS2/IARS2/YARS2/FARSB/CARS2/MTFMT 9 KEGG hsa00982 Drug metabolism - cytochrome P450 10/2550 72/8135 0.9998 1 0.7595 GSTP1/GSTM5/ALDH3B2/MGST2/ADH5/CYP2C8/GSTA4/HPGDS/GSTT2/CYP2A6 10 KEGG hsa04742 Taste transduction 13/2550 86/8135 0.9998 1 0.7595 PRKACA/GABBR1/ADCY4/PRKACB/TAS2R38/ITPR3/HTR1F/P2RX3/SCNN1G/PDE1A/TAS2R19/ADCY8/HTR1B 13 KEGG hsa04613 Neutrophil extracellular trap formation 38/2550 190/8135 0.9999 1 0.7595 SLC25A6/PRKCB/MAPK11/GSDMD/RAF1/VDAC2/MAPK3/SLC25A5/RELA/HDAC4/ITGAL/HDAC3/HDAC8/PRKCG/MAP3K7/HAT1/SYK/FGB/SELP/MAP2K2/NFKB1/PIK3CA/CASP4/FCGR3B/CLCN3/MAPK1/MTOR/FGG/RAC2/VDAC3/MAPK13/AKT1/HDAC1/ITGA2B/CAMP/PIK3R2/HDAC2/FPR1 38 KEGG hsa00830 Retinol metabolism 8/2550 68/8135 1 1 0.7595 RETSAT/PNPLA4/RDH13/ADH5/CYP2C8/RPE65/CYP26B1/CYP2A6 8 KEGG hsa05206 MicroRNAs in cancer 63/2550 310/8135 1 1 0.7595 GRB2/BMPR2/SOX4/PRKCB/KRAS/SIRT1/RAF1/ABCC1/MAPK3/EZR/STMN1/CREBBP/HDAC4/THBS1/CRK/EFNA4/CCND2/IKBKB/SHC1/VIM/MDM2/EZH2/PRKCG/MMP9/SOS2/MCL1/MAPK7/CDK6/MIRLET7D/SOCS1/PDCD4/BAK1/UBE2I/TNN/DNMT3A/HNRNPK/MAP2K2/NFKB1/PIK3CA/MIR194-2/MAPK1/ITGA5/E2F3/PTGS2/CDKN2A/MTOR/VEGFA/CCNE2/ABL1/CDKN1A/CYP1B1/FOXP1/HDAC1/ABCB1/SLC7A1/HRAS/GLS2/RDX/MIR205/ZEB2/PIK3R2/HDAC2/SPRY2 63 KEGG hsa04080 Neuroactive ligand-receptor interaction 74/2550 353/8135 1 1 0.7595 HTR7/S1PR4/NPW/LPAR2/GRIN1/GRIN3B/HTR2B/GABRR2/TACR1/OXTR/CHRNB1/ADRA2B/GIPR/GABBR1/UCN2/UTS2R/PTGER4/NPFF/CRHR1/NMB/HTR4/GH1/PRSS2/OPRD1/GALR3/MTNR1B/P2RY2/HTR1F/THRB/LTB4R2/LPAR4/LEPR/PRSS3/TSPO/MTNR1A/P2RX3/CCKAR/GZMA/PMCH/GPR156/CHRNA6/NMU/CHRM4/PENK/PYY/LPAR3/RXFP2/CHRNA3/RXFP3/F2/F2R/GRP/MLN/NPFFR1/PTGER1/SST/AGTR1/SSTR1/KISS1R/CSH1/APLN/VIP/GHSR/OXT/OPRL1/UCN3/ADRB1/GRM6/LPAR6/HTR1B/NPBWR1/PATE1/FPR1/CNR1 74 KEGG hsa05322 Systemic lupus erythematosus 13/2550 136/8135 1 1 0.7595 SNRPD3/C9/SNRPD1/HLA-DPB1/HLA-DPA1/C1R/CD86/IL10/C6/HLA-DOA/C1QA/FCGR3B/HLA-DOB 13 KEGG hsa04740 Olfactory transduction 22/2550 440/8135 1 1 0.7595 GNB1/CALM1/ARRB1/PRKACA/CAMK2D/PRKACB/OR3A3/OR6A2/OR7D2/OR52D1/OR2J2/OR4D1/PDE1A/OR7C1/OR3A1/OR1D5/OR10C1/OR1J2/CNGA4/ANO2/OR2J3/OR12D2 22