ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa03010 Ribosome 85/1360 158/8135 5.592e-27 1.862e-24 1.695e-24 MRPL2/MRPL21/MRPL14/MRPS12/MRPS2/MRPS7/MRPL36/MRPS11/MRPL24/MRPL20/MRPS18A/MRPS15/RPS29/RPL27A/RPS7/FAU/RPL27/MRPL17/MRPL16/MRPS16/RPL19/RPS21/MRPL18/RPS10/UBA52/MRPL11/RPS8/RPS11/RPL35/MRPL10/RPS14/MRPL9/RPL37A/MRPL4/RPL24/RPL18A/RPS20/RPS16/RPL18/RPL15/MRPS9/MRPL34/RPL37/MRPL23/RPL38/RPLP1/RPL13A/RPLP2/RPS18/RPL32/RPL41/RPS28/RPL14/RPL7A/RPS15/RPS9/MRPL22/RPS12/RPL8/RPL11/RPL26/RPL10A/RPL6/RPS13/RPS2/RPS3/RPL28/RPS19/RPL29/RPL3/RPL35A/MRPL27/RPL10/MRPL13/RPS25/RPL36/RPS15A/RPLP0/MRPL12/MRPS17/MRPL3/MRPS5/RPSA/RPL23A/RPL31 85 KEGG hsa05012 Parkinson disease 88/1360 266/8135 2.43e-11 4.047e-09 3.684e-09 NDUFS3/NDUFB10/NDUFV1/NDUFS6/NDUFB9/ADRM1/TXN2/COX5A/CYC1/PSMC3/NDUFS8/NDUFAB1/NDUFB7/NDUFB8/NDUFS7/NDUFA6/NDUFA2/PSMB6/TRAP1/UQCRC1/COX4I1/NDUFA9/NDUFV3/NDUFB11/PSMC5/NDUFC1/NDUFB2/UBE2J2/UQCRFS1/PSMA7/TUBB4A/NDUFA3/UQCRQ/UQCR10/SLC25A5/UBA52/SLC18A2/NDUFB4/SLC25A6/PSMD11/PSMD3/PSMD8/XBP1/COX8A/TUBB2B/NDUFS4/UBE2L3/NDUFA11/SLC18A1/PSMC4/SDHA/TUBB/PSMB4/COX6C/COX5B/UBA7/PSMC2/PSMB1/UBE2G2/SLC39A13/PSMB7/PARK7/COX6B1/PSMD7/DDIT3/SLC39A11/PSMD13/PRKACA/NDUFA10/BAX/SOD1/PSMB2/SLC39A3/GNAL/NDUFA4/NDUFA12/MAOA/TUBB2A/KLC4/UQCRH/NDUFB5/NDUFA13/PSMD14/VDAC2/VDAC1/COX7C/GNAI2/CALML6 88 KEGG hsa05016 Huntington disease 96/1360 306/8135 8.709e-11 9.667e-09 8.8e-09 NDUFS3/NDUFB10/NDUFV1/NDUFS6/NDUFB9/ADRM1/COX5A/CYC1/POLR2F/DCTN3/PSMC3/NDUFS8/NDUFAB1/NDUFB7/NDUFB8/NDUFS7/NDUFA6/NDUFA2/PSMB6/AP2S1/UQCRC1/COX4I1/NDUFA9/NDUFV3/CLTA/NDUFB11/PSMC5/NDUFC1/ATG14/CREB3/NDUFB2/POLR2E/UQCRFS1/PSMA7/TUBB4A/NDUFA3/UQCRQ/UQCR10/MAP2K7/SLC25A5/POLR2I/NDUFB4/SLC25A6/PSMD11/PSMD3/TRAF2/PLCB1/PSMD8/ACTR1B/COX8A/TUBB2B/BBC3/NDUFS4/CLTB/NDUFA11/DLG4/POLR2D/PSMC4/PLCB3/POLR2L/SDHA/TUBB/PSMB4/COX6C/TBP/COX5B/TFAM/PSMC2/PSMB1/AP2A1/PSMB7/COX6B1/PSMD7/PSMD13/NDUFA10/AP2M1/BAX/SOD1/PSMB2/GPX3/NDUFA4/NDUFA12/TUBB2A/AP2A2/KLC4/UQCRH/DNAH8/NDUFB5/NDUFA13/NRF1/PSMD14/VDAC2/VDAC1/COX7C/TBPL1/SLC1A3 96 KEGG hsa04932 Non-alcoholic fatty liver disease 54/1360 155/8135 2.586e-08 2.153e-06 1.96e-06 NDUFS3/NDUFB10/NDUFV1/NDUFS6/NDUFB9/COX5A/CYC1/NDUFS8/NDUFAB1/NDUFB7/NDUFB8/NDUFS7/NDUFA6/NDUFA2/UQCRC1/COX4I1/NDUFA9/NDUFV3/NDUFB11/NDUFC1/NDUFB2/UQCRFS1/NDUFA3/UQCRQ/UQCR10/TNF/NDUFB4/TRAF2/TGFB1/XBP1/COX8A/NDUFS4/NDUFA11/NR1H3/SDHA/COX6C/COX5B/IRS1/COX6B1/DDIT3/CYP2E1/NDUFA10/BAX/NDUFA4/NDUFA12/UQCRH/NDUFB5/NDUFA13/PRKAG3/RELA/COX7C/AKT1/GSK3A/ADIPOR2 54 KEGG hsa05171 Coronavirus disease - COVID-19 70/1360 232/8135 1.862e-07 1.24e-05 1.129e-05 C3AR1/RPS29/RPL27A/RPS7/FAU/RPL27/RPL19/RPS21/TNF/RPS10/UBA52/RPS8/RPS11/RPL35/RPS14/RPL37A/RPL24/RPL18A/RPS20/IL12A/RPS16/RPL18/RPL15/TLR4/RPL37/RPL38/RPLP1/RPL13A/RPLP2/RPS18/RPL32/RPL41/RPS28/RPL14/RPL7A/RPS15/RPS9/RPS12/TLR2/RPL8/RPL11/RPL26/RPL10A/RPL6/RPS13/RPS2/RPS3/RPL28/RPS19/VWF/RPL29/PRKCG/RPL3/RPL35A/RPL10/MX2/RPS25/RPL36/RPS15A/RPLP0/F13A1/MMP1/EIF2AK2/RELA/IRAK1/NFKBIB/RPSA/MX1/RPL23A/RPL31 70 KEGG hsa03040 Spliceosome 48/1360 147/8135 1.363e-06 7.566e-05 6.888e-05 CCDC12/SNRPC/ALYREF/LSM4/SNRPA/SF3B5/PQBP1/SF3A2/BUD31/SNRPB/PRPF31/SNRPF/PUF60/RP9/SNRNP70/SNRPD2/PPIH/PRPF6/XAB2/CWC15/CTNNBL1/LSM7/TXNL4A/RBM17/U2AF2/PRPF19/BCAS2/SF3B4/HNRNPM/SF3B2/SF3A3/MAGOH/USP39/RNU4-2/SNRNP40/PHF5A/LSM2/SNRPA1/SRSF2/DDX23/PRPF4/SRSF9/WBP11/DHX38/PPIE/SNRPD1/EFTUD2/RNU4-1 48 KEGG hsa05020 Prion disease 76/1360 273/8135 1.917e-06 8.163e-05 7.432e-05 NDUFS3/NDUFB10/NDUFV1/NDUFS6/NDUFB9/ADRM1/COX5A/CYC1/PSMC3/NDUFS8/NDUFAB1/NDUFB7/NDUFB8/NDUFS7/NDUFA6/NDUFA2/PSMB6/UQCRC1/COX4I1/NDUFA9/NDUFV3/CSNK2B/NDUFB11/PSMC5/NDUFC1/CREB3/NDUFB2/UQCRFS1/PSMA7/TUBB4A/NDUFA3/UQCRQ/UQCR10/TNF/SLC25A5/NDUFB4/SLC25A6/PSMD11/PSMD3/STIP1/PSMD8/COX8A/TUBB2B/NDUFS4/NDUFA11/PSMC4/SDHA/TUBB/PSMB4/COX6C/COX5B/PSMC2/PSMB1/PSMB7/COX6B1/PSMD7/DDIT3/FYN/PSMD13/PRKACA/NDUFA10/BAX/LAMC1/SOD1/PSMB2/NDUFA4/NDUFA12/TUBB2A/KLC4/UQCRH/NDUFB5/NDUFA13/PSMD14/VDAC2/VDAC1/COX7C 76 KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 65/1360 223/8135 1.961e-06 8.163e-05 7.432e-05 NDUFS3/NDUFB10/NDUFV1/NDUFS6/NDUFB9/EPHX1/COX5A/CYC1/NDUFS8/NDUFAB1/NDUFB7/NDUFB8/NDUFS7/NDUFA6/NDUFA2/PLD2/UQCRC1/CBR1/COX4I1/NDUFA9/NDUFV3/NDUFB11/NDUFC1/NDUFB2/UQCRFS1/NDUFA3/UQCRQ/HMOX1/UQCR10/MAP2K7/SLC25A5/NDUFB4/SLC25A6/COX8A/NDUFS4/NDUFA11/EGF/SDHA/AKR1A1/HRAS/COX6C/COX5B/COX6B1/EPHX3/CYP2E1/NDUFA10/SOD1/MGST2/NDUFA4/NDUFA12/ARAF/UQCRH/NDUFB5/PTEN/NDUFA13/VDAC2/VDAC1/RELA/COX7C/MAP3K14/CYP1B1/AKR1C1/AKT1/AKR1C3/HGF 65 KEGG hsa00190 Oxidative phosphorylation 44/1360 134/8135 3.158e-06 0.0001168 0.0001064 NDUFS3/NDUFB10/NDUFV1/NDUFS6/NDUFB9/COX5A/CYC1/LHPP/NDUFS8/NDUFAB1/NDUFB7/NDUFB8/NDUFS7/NDUFA6/NDUFA2/UQCRC1/COX4I1/NDUFA9/NDUFV3/NDUFB11/NDUFC1/NDUFB2/UQCRFS1/NDUFA3/UQCRQ/UQCR10/NDUFB4/ATP6V1F/COX8A/NDUFS4/NDUFA11/SDHA/COX6C/COX5B/COX6B1/COX10/NDUFA10/NDUFA4/NDUFA12/UQCRH/NDUFB5/NDUFA13/COX7C/PPA1 44 KEGG hsa04714 Thermogenesis 66/1360 232/8135 4.11e-06 0.0001237 0.0001126 NDUFS3/NDUFB10/NDUFV1/NDUFS6/NDUFB9/COX5A/CYC1/NDUFS8/SMARCB1/NDUFAB1/NDUFB7/NDUFB8/NDUFS7/NDUFA6/NDUFA2/COX14/UQCRC1/COX4I1/NDUFA9/NDUFV3/NDUFB11/NDUFC1/CREB3/NDUFB2/UQCRFS1/NDUFA3/UQCRQ/UQCR10/NDUFB4/SMARCA4/RPS6KB2/MLST8/AKT1S1/NDUFAF4/SIRT6/COX8A/COA5/NDUFS4/NDUFA11/COA4/ACTG1/SDHA/HRAS/COX6C/NDUFAF2/COX5B/COX6B1/COX10/COX20/PRKACA/NDUFA10/NDUFA4/NDUFA12/TSC2/SMARCD2/UQCRH/SMARCE1/NDUFB5/COA6/NDUFA13/PRKAG3/COX7C/NDUFAF6/SMARCD1/ACTB/ACSL1 66 KEGG hsa05014 Amyotrophic lateral sclerosis 94/1360 364/8135 4.352e-06 0.0001237 0.0001126 NDUFS3/NDUFB10/NDUFV1/NDUFS6/NDUFB9/ADRM1/NXT1/COX5A/CYC1/DCTN3/PSMC3/ALYREF/NDUFS8/CHCHD10/NDUFAB1/NDUFB7/NDUFB8/NDUFS7/NDUFA6/NDUFA2/TOMM40/PSMB6/NUP93/UQCRC1/COX4I1/NDUFA9/NDUFV3/NDUFB11/PSMC5/NDUFC1/ATG14/NUP62/NDUFB2/UQCRFS1/PSMA7/TUBB4A/RAE1/NDUFA3/PFN1/UQCRQ/UQCR10/TNF/NDUFB4/PSMD11/PSMD3/TRAF2/PSMD8/UBQLN4/XBP1/ACTR1B/COX8A/TUBB2B/NEFH/NDUFS4/NDUFA11/NUP85/PSMC4/ACTG1/SEC13/SDHA/TUBB/PSMB4/COX6C/COX5B/HDAC6/SIGMAR1/PSMC2/PSMB1/CCS/PSMB7/COX6B1/PSMD7/DDIT3/SQSTM1/PSMD13/NDUFA10/BAX/SOD1/PSMB2/ATXN2L/GPX3/NDUFA4/NDUFA12/TUBB2A/KLC4/UQCRH/DNAH8/NDUFB5/NDUFA13/PSMD14/VDAC1/COX7C/BCL2/ACTB 94 KEGG hsa03410 Base excision repair 17/1360 33/8135 4.458e-06 0.0001237 0.0001126 POLE4/MPG/XRCC1/FEN1/APEX2/NTHL1/POLD2/NEIL1/APEX1/NEIL3/MUTYH/LIG1/POLE3/POLL/POLD4/SMUG1/PARP3 17 KEGG hsa05415 Diabetic cardiomyopathy 59/1360 203/8135 6.417e-06 0.0001644 0.0001496 NDUFS3/NDUFB10/NDUFV1/NDUFS6/NDUFB9/COX5A/CYC1/NDUFS8/NDUFAB1/NDUFB7/NDUFB8/NDUFS7/NDUFA6/NDUFA2/UQCRC1/COX4I1/NDUFA9/NDUFV3/NDUFB11/NDUFC1/NDUFB2/UQCRFS1/NDUFA3/UQCRQ/UQCR10/SLC25A5/NDUFB4/SLC25A6/PLCB1/TGFB1/PPP1CA/COX8A/NDUFS4/NDUFA11/PLCB3/PDHA1/GYS1/GFPT2/SDHA/COX6C/COX5B/PDK2/IRS1/COX6B1/PRKCG/NDUFA10/MPC1/NDUFA4/NDUFA12/UQCRH/NDUFB5/PTEN/NDUFA13/VDAC2/VDAC1/RELA/COX7C/AKT1/AGER 59 KEGG hsa05010 Alzheimer disease 94/1360 384/8135 4.402e-05 0.001047 0.0009532 NDUFS3/NDUFB10/NDUFV1/HSD17B10/NDUFS6/NDUFB9/ADRM1/COX5A/CYC1/PSMC3/NDUFS8/NDUFAB1/NDUFB7/NDUFB8/NDUFS7/NDUFA6/NDUFA2/PSMB6/UQCRC1/COX4I1/NDUFA9/NDUFV3/CSNK2B/CSNK1E/NDUFB11/PSMC5/NDUFC1/ATG14/NDUFB2/UQCRFS1/PSMA7/TUBB4A/NDUFA3/UQCRQ/UQCR10/MAP2K7/TNF/SLC25A5/NDUFB4/SLC25A6/PSMD11/PSMD3/TRAF2/PLCB1/PSMD8/XBP1/COX8A/TUBB2B/NDUFS4/NDUFA11/PSMC4/PLCB3/DVL2/SDHA/TUBB/PSMB4/HRAS/COX6C/COX5B/PSMC2/PSMB1/CDK5/SLC39A13/PSMB7/WNT10B/IRS1/COX6B1/PSMD7/DDIT3/SLC39A11/PSMD13/NDUFA10/PSMB2/SLC39A3/NDUFA4/NDUFA12/DVL1/TUBB2A/ARAF/KLC4/UQCRH/NDUFB5/PSENEN/FZD8/EIF2AK2/NDUFA13/PSMD14/VDAC2/VDAC1/RELA/COX7C/CALML6/AKT1/AGER 94 KEGG hsa03008 Ribosome biogenesis in eukaryotes 35/1360 109/8135 5.336e-05 0.001185 0.001078 POP7/NXT1/NHP2/IMP4/TBL3/NOB1/CSNK2B/IMP3/RRP7A/TCOF1/SBDS/GNL2/MPHOSPH10/RPP38/RIOK1/RPP30/RIOK2/UTP15/PWP2/POP4/GTPBP4/RAN/UTP18/FBL/NAT10/RPP25L/EIF6/GAR1/WDR43/RPP40/NOL6/NMD3/RPP25/NOP56/DKC1 35 KEGG hsa03050 Proteasome 19/1360 46/8135 6.653e-05 0.001385 0.001261 ADRM1/PSMC3/PSMB6/PSMC5/PSMA7/PSMD11/PSMD3/PSMD8/PSMC4/PSMF1/PSMB4/PSMC2/PSMB1/PSMB7/PSMD7/PSMD13/PSMB10/PSMB2/PSMD14 19 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 109/1360 476/8135 0.0002077 0.004068 0.003703 NDUFS3/NDUFB10/NDUFV1/HSD17B10/NDUFS6/NDUFB9/ADRM1/COX5A/CYC1/DCTN3/PSMC3/NDUFS8/NDUFAB1/NDUFB7/NDUFB8/NDUFS7/NDUFA6/NDUFA2/TOMM40/PSMB6/TRAP1/UQCRC1/COX4I1/NDUFA9/NDUFV3/CSNK2B/CSNK1E/NDUFB11/PSMC5/NDUFC1/ATG14/NDUFB2/UBE2J2/UQCRFS1/PSMA7/TUBB4A/NDUFA3/UQCRQ/UQCR10/MAP2K7/TNF/SLC25A5/UBA52/NDUFB4/SLC25A6/PSMD11/PSMD3/TRAF2/PLCB1/PSMD8/XBP1/ACTR1B/COX8A/TUBB2B/NEFH/NDUFS4/UBE2L3/NDUFA11/DLG4/PSMC4/PLCB3/DVL2/SDHA/TUBB/PSMB4/HRAS/COX6C/COX5B/UBA7/SIGMAR1/PSMC2/PSMB1/CCS/CDK5/UBE2G2/PSMB7/WNT10B/PARK7/COX6B1/PSMD7/DDIT3/SQSTM1/PRKCG/PSMD13/NDUFA10/BAX/SOD1/PSMB2/ATXN2L/GPX3/NDUFA4/NDUFA12/DVL1/TUBB2A/ARAF/KLC4/UQCRH/DNAH8/NDUFB5/FZD8/NDUFA13/PSMD14/VDAC2/VDAC1/RELA/COX7C/CALML6/BCL2/AGER 109 KEGG hsa03030 DNA replication 15/1360 36/8135 0.0003452 0.006386 0.005814 POLE4/MCM5/FEN1/MCM7/POLD2/RNASEH2A/LIG1/POLE3/POLA2/POLD4/RNASEH2C/RNASEH2B/PRIM1/RFC4/RPA1 15 KEGG hsa01200 Carbon metabolism 34/1360 115/8135 0.0004013 0.007034 0.006404 ECHS1/MDH2/IDH3G/IDH3A/PGP/IDH3B/IDH2/SDSL/GPI/PGLS/GOT2/PDHA1/ME1/DLAT/SDHA/GLYCTK/SHMT2/ME3/AMT/PC/ENO3/PKM/PCCB/ADH5/FBP1/ACOX3/ACSS1/PFKL/GOT1/GCK/FH/RPIA/DLST/ADPGK 34 KEGG hsa04141 Protein processing in endoplasmic reticulum 46/1360 171/8135 0.0004692 0.007813 0.007113 RNF5/RAD23A/UBE2J2/STUB1/P4HB/CALR/MAN1B1/MAP2K7/HSP90AB1/SSR4/UBXN1/NPLOC4/DNAJC1/TRAF2/MOGS/UBQLN4/XBP1/SEC61B/SIL1/PRKCSH/ERP29/SEC13/SYVN1/BAG1/UBXN8/PDIA4/UBXN6/HSPBP1/UBE2G2/SEC61A1/DDIT3/UBE2D4/HERPUD1/BAX/SSR3/BCAP31/DNAJC5B/HYOU1/SSR2/SEC24C/RPN2/EIF2AK2/AMFR/CUL1/BCL2/CANX 46 KEGG hsa03020 RNA polymerase 14/1360 34/8135 0.0006258 0.009924 0.009034 POLR2F/ZNRD1/POLR2E/POLR1D/POLR2I/POLR3E/POLR1C/POLR2D/POLR3F/POLR2L/POLR3B/POLR3K/CD3EAP/TWISTNB 14 KEGG hsa03250 Viral life cycle - HIV-1 21/1360 63/8135 0.0009355 0.01416 0.01289 NELFA/NELFE/KAT2A/FEZ1/SMARCB1/MAP1A/NELFCD/PIN1/VPS4A/APOBEC3G/CD4/RAN/SUPT5H/NELFB/CHMP6/CDK9/HGS/MX2/APOBEC3D/CPSF6/MX1 21 KEGG hsa00620 Pyruvate metabolism 17/1360 47/8135 0.001005 0.01455 0.01325 MDH2/ALDH2/HAGH/PDHA1/ME1/DLAT/PCK2/AKR1A1/ME3/PC/PKM/ADH5/ACSS1/GRHPR/ACYP1/ALDH1B1/FH 17 KEGG hsa01240 Biosynthesis of cofactors 40/1360 153/8135 0.001918 0.02661 0.02423 GMPPA/FLAD1/DHRS3/UROD/ALDH2/FECH/BCAT2/AFMID/NADSYN1/PMM1/UROS/GSS/HMBS/ALPL/PPOX/SPR/FPGS/HPD/VKORC1/AKR1A1/PPCS/SHMT2/ADSL/OXSM/HAAO/GCH1/PDXK/NME3/COX10/MPI/GUSB/AK2/MMAB/MTHFD1/CMPK2/HSD17B6/ALDH1B1/PPCDC/COQ5/NME1 40 KEGG hsa00020 Citrate cycle (TCA cycle) 12/1360 30/8135 0.002047 0.02726 0.02482 MDH2/IDH3G/IDH3A/IDH3B/IDH2/PDHA1/DLAT/SDHA/PCK2/PC/FH/DLST 12 KEGG hsa01232 Nucleotide metabolism 25/1360 85/8135 0.002429 0.03111 0.02832 DTYMK/ITPA/ADA/AMPD2/UPP1/DCTPP1/DGUOK/ENTPD6/UCKL1/APRT/NT5C/GUK1/ADSL/GMPS/NT5C3B/DCTD/NME3/UCK1/ASMTL/AK2/UCK2/CMPK2/NME1/ENTPD1/UPP2 25 KEGG hsa03420 Nucleotide excision repair 16/1360 47/8135 0.002887 0.0356 0.03241 POLE4/RAD23A/ERCC2/ERCC1/POLD2/ERCC3/XPA/LIG1/POLE3/MNAT1/POLD4/DDB2/DDB1/CUL4A/RFC4/RPA1 16 KEGG hsa00240 Pyrimidine metabolism 18/1360 58/8135 0.005061 0.06019 0.05479 DTYMK/NUDT2/UPP1/DCTPP1/ENTPD6/UCKL1/NT5C/NT5C3B/DCTD/NME3/UCK1/ASMTL/UCK2/CMPK2/DPYS/NME1/ENTPD1/UPP2 18 KEGG hsa00790 Folate biosynthesis 10/1360 26/8135 0.006632 0.07615 0.06932 QDPR/CBR1/ALPL/AKR1B1/SPR/FPGS/GCH1/MOCOS/PCBD1/AKR1C3 10 KEGG hsa00280 Valine, leucine and isoleucine degradation 15/1360 48/8135 0.009392 0.1042 0.0949 HSD17B10/ECHS1/ALDH2/BCAT2/HMGCL/ACAA2/HADHA/BCKDHB/PCCB/ACADSB/ACSF3/MCCC2/ACAD8/ALDH1B1/IL4I1 15 KEGG hsa04640 Hematopoietic cell lineage 26/1360 99/8135 0.01039 0.1113 0.1013 CR1/HLA-DMA/CD1D/ITGA2/IL4R/HLA-DPB1/CD33/GP5/TNF/HLA-DMB/CD1C/CD8B/HLA-DPA1/CD8A/ITGA1/ITGB3/CD4/CD3E/CD37/CR1L/IL1R2/FCGR1A/HLA-DRA/CD59/CSF1R/CD5 26 KEGG hsa05017 Spinocerebellar ataxia 35/1360 143/8135 0.01069 0.1113 0.1013 ADRM1/PSMC3/PSMB6/PSMC5/ATG14/PSMA7/SLC25A5/SLC25A6/PSMD11/PSMD3/TRAF2/PLCB1/PSMD8/XBP1/PSMC4/PLCB3/ATXN10/KAT5/PSMB4/TBP/PSMC2/PSMB1/PSMB7/PSMD7/PRKCG/PSMD13/PSMB2/ATXN2L/AFG3L2/PSMD14/VDAC2/VDAC1/TBPL1/NOP56/AKT1 35 KEGG hsa04146 Peroxisome 22/1360 82/8135 0.01364 0.1346 0.1226 ECH1/PEX14/MPV17L2/DHRS4/IDH2/PHYH/PEX10/PXMP4/HMGCL/MPV17/MVK/PEX16/PEX5/DECR2/ACOX3/PMVK/ABCD4/SOD1/SLC25A17/CROT/PEX7/ACSL1 22 KEGG hsa00510 N-Glycan biosynthesis 15/1360 50/8135 0.01395 0.1346 0.1226 DOLK/ALG2/DPM3/B4GALT3/MAN1B1/ALG3/SRD5A3/MOGS/ALG1/DOLPP1/DPM2/RPN2/ALG12/MGAT3/ALG8 15 KEGG hsa01250 Biosynthesis of nucleotide sugars 12/1360 37/8135 0.01415 0.1346 0.1226 TSTA3/GMPPA/PMM1/GMDS/GPI/GFPT2/GALE/TGDS/UAP1/MPI/GCK/GALT 12 KEGG hsa05321 Inflammatory bowel disease 18/1360 65/8135 0.01764 0.1632 0.1486 GATA3/HLA-DMA/IL4R/HLA-DPB1/TLR5/TNF/HLA-DMB/HLA-DPA1/TGFB1/TBX21/IL12A/TLR4/TLR2/IL18R1/HLA-DRA/IL18/IL21R/RELA 18 KEGG hsa05166 Human T-cell leukemia virus 1 infection 49/1360 222/8135 0.02159 0.1943 0.1769 KAT2A/CCNA1/ANAPC11/HLA-DMA/CREB3/HLA-DPB1/CHEK2/CALR/RANBP1/TNF/SLC25A5/HLA-DMB/ANAPC2/SLC25A6/RANBP3/HLA-DPA1/TGFB1/CD4/CD3E/RAN/KAT5/MAD1L1/HRAS/TBP/CRTC2/BUB3/EGR2/CDK4/FDPS/TERT/CDKN2B/IL1R2/CCND1/CRTC1/ANAPC15/HLA-F/HLA-DRA/PRKACA/BAX/E2F1/GPS2/PTEN/VDAC2/VDAC1/RELA/MAP3K14/TBPL1/AKT1/CANX 49 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 14/1360 49/8135 0.02625 0.23 0.2094 TSTA3/GMPPA/PMM1/HEXA/GMDS/GPI/GFPT2/GALE/UAP1/MPI/GCK/GALT/CHIT1/CYB5R3 14 KEGG hsa01210 2-Oxocarboxylic acid metabolism 7/1360 19/8135 0.02836 0.2421 0.2204 IDH3G/IDH3A/IDH3B/BCAT2/IDH2/GOT2/GOT1 7 KEGG hsa00360 Phenylalanine metabolism 6/1360 16/8135 0.03815 0.3036 0.2764 MIF/GOT2/HPD/MAOA/GOT1/IL4I1 6 KEGG hsa00051 Fructose and mannose metabolism 10/1360 33/8135 0.03829 0.3036 0.2764 TSTA3/GMPPA/PMM1/GMDS/AKR1B1/PFKFB2/MPI/FBP1/PFKL/KHK 10 KEGG hsa04130 SNARE interactions in vesicular transport 10/1360 33/8135 0.03829 0.3036 0.2764 BNIP1/VAMP2/VAMP8/STX8/STX4/STX18/VAMP1/YKT6/USE1/BET1L 10 KEGG hsa00071 Fatty acid degradation 12/1360 43/8135 0.04501 0.3405 0.31 ECHS1/ACADVL/ALDH2/ECI1/ACAA2/HADHA/GCDH/ADH5/ACOX3/ACADSB/ALDH1B1/ACSL1 12 KEGG hsa00860 Porphyrin metabolism 12/1360 43/8135 0.04501 0.3405 0.31 UROD/FECH/HMOX1/UROS/HMBS/PPOX/HMOX2/BLVRB/COX10/GUSB/MMAB/FXN 12 KEGG hsa04723 Retrograde endocannabinoid signaling 33/1360 148/8135 0.04601 0.3405 0.31 NDUFS3/NDUFB10/NDUFV1/NDUFS6/NDUFB9/NDUFS8/NDUFAB1/NDUFB7/NDUFB8/NDUFS7/NDUFA6/NDUFA2/NDUFA9/NDUFV3/NDUFB11/NDUFC1/NDUFB2/NDUFA3/NDUFB4/PLCB1/NDUFS4/NDUFA11/GNGT2/PLCB3/FAAH/PRKCG/PRKACA/NDUFA10/NDUFA4/NDUFA12/NDUFB5/NDUFA13/GNAI2 33 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 9/1360 30/8135 0.0511 0.3699 0.3368 MDH2/PGP/AFMID/GLYCTK/SHMT2/AMT/PCCB/ACSS1/GRHPR 9 KEGG hsa00900 Terpenoid backbone biosynthesis 7/1360 22/8135 0.0611 0.4312 0.3925 RCE1/MVD/MVK/FDPS/PMVK/DHDDS/PDSS2 7 KEGG hsa05144 Malaria 13/1360 50/8135 0.06336 0.4312 0.3925 THBS1/CR1/CD81/TNF/TGFB1/IL12A/TLR4/SDC1/CR1L/TLR2/CD40LG/IL18/HGF 13 KEGG hsa00061 Fatty acid biosynthesis 6/1360 18/8135 0.06588 0.4312 0.3925 OLAH/HSD17B8/OXSM/ACSF3/MECR/ACSL1 6 KEGG hsa00350 Tyrosine metabolism 10/1360 36/8135 0.06591 0.4312 0.3925 MIF/LRTOMT/COMT/GOT2/HPD/ADH5/MAOA/GOT1/GSTZ1/IL4I1 10 KEGG hsa04120 Ubiquitin mediated proteolysis 31/1360 142/8135 0.06604 0.4312 0.3925 SAE1/UBE2E2/RHOBTB1/UBE2I/ANAPC11/RNF7/UBE2J2/STUB1/PIAS4/UBE2O/UBE2M/UBA52/ANAPC2/FBXO4/UBE2L3/PRPF19/SOCS1/SYVN1/UBA7/UBE2G2/UBOX5/UBE2D4/ANAPC15/PPIL2/FZR1/DDB2/DDB1/FBXW8/SKP2/CUL4A/CUL1 31 KEGG hsa00330 Arginine and proline metabolism 13/1360 51/8135 0.07258 0.4573 0.4163 SAT2/ALDH2/SRM/GOT2/GATM/ARG1/CKB/P4HA2/MAOA/GOT1/ALDH1B1/CNDP2/CARNS1 13 KEGG hsa05169 Epstein-Barr virus infection 42/1360 202/8135 0.07279 0.4573 0.4163 ADRM1/PSMC3/CCNA1/HLA-DMA/PSMC5/HLA-DPB1/CALR/MAP2K7/TNF/HLA-DMB/PSMD11/PSMD3/HLA-DPA1/TRAF2/PSMD8/CDKN1B/TAB1/NFKBIE/PSMC4/CD3E/TLR2/CDK4/PSMC2/PSMD7/CCND1/RUNX3/HLA-F/HLA-DRA/PSMD13/BAX/E2F1/DDB2/EIF2AK2/PSMD14/SKP2/RELA/MAP3K14/IRAK1/NFKBIB/ENTPD1/AKT1/BCL2 42 KEGG hsa00380 Tryptophan metabolism 11/1360 42/8135 0.07992 0.4856 0.4421 ECHS1/ALDH2/AFMID/HADHA/GCDH/HAAO/MAOA/ALDH1B1/CYP1B1/DLST/IL4I1 11 KEGG hsa05140 Leishmaniasis 18/1360 77/8135 0.08184 0.4856 0.4421 CR1/HLA-DMA/HLA-DPB1/TNF/HLA-DMB/HLA-DPA1/TGFB1/TAB1/IL12A/TLR4/CR1L/TLR2/FCGR1A/HLA-DRA/RELA/IRAK1/EEF1A1/NFKBIB 18 KEGG hsa00010 Glycolysis / Gluconeogenesis 16/1360 67/8135 0.083 0.4856 0.4421 ALDH2/G6PC3/GPI/PDHA1/DLAT/PCK2/AKR1A1/ENO3/PKM/ADH5/FBP1/ACSS1/PFKL/GCK/ALDH1B1/ADPGK 16 KEGG hsa05134 Legionellosis 14/1360 57/8135 0.08312 0.4856 0.4421 CR1/TLR5/TNF/IL12A/TLR4/HSF1/CR1L/TLR2/ARF1/IL18/BCL2L13/NAIP/RELA/EEF1A1 14 KEGG hsa00310 Lysine degradation 15/1360 63/8135 0.09313 0.5278 0.4805 SUV39H1/ECHS1/ALDH2/EHMT2/HADHA/GCDH/EHMT1/PLOD2/PLOD3/KMT2D/ALDH1B1/KMT2C/PRDM7/DLST/SMYD3 15 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 13/1360 53/8135 0.09351 0.5278 0.4805 AP2S1/CLTA/PLCB1/CLTB/PLCB3/ATP1A4/AP2A1/PRKCG/PRKACA/AP2M1/AP2A2/ATP1A3/DNM3 13 KEGG hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 6/1360 20/8135 0.1028 0.566 0.5153 B4GALT7/B3GAT3/CHST14/XYLT2/B3GALT6/CHST12 6 KEGG hsa04962 Vasopressin-regulated water reabsorption 11/1360 44/8135 0.105 0.566 0.5153 VAMP2/ARHGDIA/CREB3/RAB11B/STX4/DYNC2LI1/DYNLL1/PRKACA/DYNC1LI1/AVPR2/AVP 11 KEGG hsa05030 Cocaine addiction 12/1360 49/8135 0.1054 0.566 0.5153 CREB3/SLC18A2/RGS9/DLG4/SLC18A1/CDK5/GPSM1/PRKACA/MAOA/GRM2/RELA/GNAI2 12 KEGG hsa05132 Salmonella infection 49/1360 249/8135 0.1191 0.6298 0.5733 TXN2/VPS16/DCTN3/ARPC5L/ANXA2/TUBB4A/TLR5/PFN1/RHOB/MAP2K7/TNF/CYTH2/HSP90AB1/TRAF2/CYTH3/ACTR1B/TAB1/TUBB2B/TLR4/PKN1/ACTG1/RRAS/ARF6/ARPC1A/FHOD1/TUBB/DYNLT1/HRAS/TLR2/ARF1/DYNC2LI1/CASP5/RPS3/DYNLL1/BAX/SNX33/IL18/TUBB2A/KLC4/DYNC1LI1/NAIP/RAB9A/BRK1/RELA/IRAK1/VPS11/AKT1/BCL2/ACTB 49 KEGG hsa00770 Pantothenate and CoA biosynthesis 6/1360 21/8135 0.1245 0.6441 0.5864 ALDH2/BCAT2/PPCS/DPYS/ALDH1B1/PPCDC 6 KEGG hsa03013 Nucleocytoplasmic transport 23/1360 108/8135 0.1257 0.6441 0.5864 AAAS/NXT1/KPNA2/ALYREF/UBE2I/NUP93/RNPS1/NUP62/RAE1/DDX19B/NUP85/TNPO2/SEC13/SUMO4/RAN/SRRM1/MAGOH/KPNA6/SUMO3/NMD3/EEF1A1/PNN/RANGAP1 23 KEGG hsa04260 Cardiac muscle contraction 19/1360 87/8135 0.128 0.646 0.5881 COX5A/CYC1/UQCRC1/COX4I1/CACNB1/UQCRFS1/UQCRQ/CACNA2D4/UQCR10/COX8A/COX6C/COX5B/CACNA2D3/ATP1A4/COX6B1/ASPH/UQCRH/COX7C/ATP1A3 19 KEGG hsa04144 Endocytosis 49/1360 251/8135 0.1314 0.6528 0.5943 FOLR2/SH3GL1/AP2S1/ARPC5L/PLD2/SH3GLB2/CLTA/VPS37D/ARF5/AGAP3/IQSEC2/CYTH2/PSD3/ACAP3/CYTH3/VPS4A/MVB12B/CLTB/RAB4A/ARFGAP2/MVB12A/AMPH/ARF6/ARPC1A/RAB11B/ARRB1/CHMP4C/HRAS/SNF8/CHMP6/SNX4/VPS28/ARF1/AP2A1/PIP5K1C/HGS/HLA-F/PARD3/AP2M1/VPS37C/VPS25/SNX5/VPS45/AP2A2/GRK4/GIT1/EHD4/VPS26B/DNM3 49 KEGG hsa00410 beta-Alanine metabolism 8/1360 31/8135 0.1333 0.6528 0.5943 ECHS1/ALDH2/HADHA/ACOX3/DPYS/ALDH1B1/CNDP2/CARNS1 8 KEGG hsa04919 Thyroid hormone signaling pathway 25/1360 121/8135 0.1475 0.7119 0.6481 KAT2A/MED27/PLCB1/MED24/ITGB3/ACTG1/PLCB3/HDAC3/PFKFB2/PLCD1/HRAS/ATP1A4/NOTCH4/CCND1/PRKCG/PRKACA/MED30/PFKL/TSC2/BMP4/THRA/RXRB/ATP1A3/AKT1/ACTB 25 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 9/1360 37/8135 0.153 0.7279 0.6627 GOT2/GFPT2/ADSL/NAT8L/NIT2/ASL/GOT1/GLS2/IL4I1 9 KEGG hsa04623 Cytosolic DNA-sensing pathway 14/1360 63/8135 0.1568 0.7344 0.6686 POLR2F/POLR2E/POLR1D/POLR3E/POLR1C/POLR3F/POLR2L/POLR3B/POLR3K/TREX1/IL18/AIM2/RELA/NFKBIB 14 KEGG hsa03018 RNA degradation 17/1360 79/8135 0.1588 0.7344 0.6686 LSM4/EXOSC5/BTG3/EXOSC6/DCPS/EXOSC7/EDC3/EXOSC9/LSM7/WDR61/HSPA9/ENO3/EXOSC1/LSM2/PFKL/SKIV2L/EXOSC8 17 KEGG hsa00511 Other glycan degradation 5/1360 18/8135 0.1696 0.7622 0.6939 MAN2C1/ENGASE/HEXA/MAN2B1/FUCA2 5 KEGG hsa05330 Allograft rejection 9/1360 38/8135 0.1726 0.7622 0.6939 HLA-DMA/HLA-DPB1/TNF/HLA-DMB/HLA-DPA1/IL12A/CD40LG/HLA-F/HLA-DRA 9 KEGG hsa05340 Primary immunodeficiency 9/1360 38/8135 0.1726 0.7622 0.6939 ADA/AICDA/CD8B/RFXANK/CD8A/CD4/CD3E/CD40LG/ZAP70 9 KEGG hsa03060 Protein export 6/1360 23/8135 0.174 0.7622 0.6939 IMMP1L/SEC61B/SRP68/SEC61A1/SPCS1/SEC11C 6 KEGG hsa01230 Biosynthesis of amino acids 16/1360 75/8135 0.177 0.7653 0.6967 IDH3G/IDH3A/IDH3B/BCAT2/IDH2/SDSL/GOT2/ARG1/SHMT2/PC/ENO3/ASL/PKM/PFKL/GOT1/RPIA 16 KEGG hsa05130 Pathogenic Escherichia coli infection 38/1360 197/8135 0.1874 0.8002 0.7285 ARHGEF1/BAIAP2/ARPC5L/TUBB4A/TLR5/TNF/CYTH2/TRAF2/ABCF2/CYTH3/TAB1/TUBB2B/TLR4/ACTG1/ARF6/ARPC1A/TUBB/MYO1G/EZR/ARF1/RPS3/MYO1B/MYO10/FYN/BAX/IL18/TUBB2A/SLC9A3R1/SEC24C/NAIP/BRK1/RELA/IRAK1/NFKBIB/ACTB/NCL/CLDN15/ARHGEF12 38 KEGG hsa00531 Glycosaminoglycan degradation 5/1360 19/8135 0.2005 0.845 0.7693 HEXA/NAGLU/GUSB/HGSNAT/SGSH 5 KEGG hsa00100 Steroid biosynthesis 5/1360 20/8135 0.233 0.9639 0.8776 EBP/NSDHL/DHCR7/CYP24A1/LSS 5 KEGG hsa01212 Fatty acid metabolism 12/1360 57/8135 0.2352 0.9639 0.8776 ECHS1/ACADVL/TECR/HSD17B8/ACAA2/HADHA/OXSM/ACOX3/ACADSB/ACSF3/MECR/ACSL1 12 KEGG hsa05219 Bladder cancer 9/1360 41/8135 0.2374 0.9639 0.8776 THBS1/UPK3A/EGF/HRAS/CDK4/CCND1/E2F1/ARAF/MMP1 9 KEGG hsa04922 Glucagon signaling pathway 21/1360 107/8135 0.2431 0.9755 0.888 G6PC3/CREB3/PHKG2/PLCB1/PRMT1/PLCB3/PDHA1/GYS1/SIK1/PCK2/CRTC2/PKM/FBP1/PRKACA/PFKL/PPP4C/GCK/PRKAG3/PYGB/CALML6/AKT1 21 KEGG hsa00052 Galactose metabolism 7/1360 31/8135 0.2524 0.9888 0.9002 G6PC3/AKR1B1/MGAM/GALE/PFKL/GCK/GALT 7 KEGG hsa05310 Asthma 7/1360 31/8135 0.2524 0.9888 0.9002 HLA-DMA/HLA-DPB1/TNF/HLA-DMB/HLA-DPA1/CD40LG/HLA-DRA 7 KEGG hsa04152 AMPK signaling pathway 23/1360 120/8135 0.2683 1 0.9104 EIF4EBP1/CCNA1/G6PC3/CREB3/RPS6KB2/AKT1S1/GYS1/PFKFB2/RAB11B/PCK2/PPP2R1A/ELAVL1/CRTC2/IRS1/PPP2R5D/CCND1/FBP1/PFKL/TSC2/PRKAG3/PPP2R2D/AKT1/ADIPOR2 23 KEGG hsa05164 Influenza A 32/1360 171/8135 0.2686 1 0.9104 NXT1/KPNA2/PABPN1/CPSF4/HLA-DMA/HLA-DPB1/RAE1/TNF/SLC25A5/HLA-DMB/SLC25A6/HLA-DPA1/IL12A/TLR4/RSAD2/ACTG1/RAB11B/CDK4/FDPS/KPNA6/HLA-DRA/MX2/TRIM25/BAX/IL18/EIF2AK2/VDAC1/RELA/NFKBIB/AKT1/ACTB/MX1 32 KEGG hsa05222 Small cell lung cancer 18/1360 92/8135 0.2693 1 0.9104 TRAF4/ITGA2/TRAF2/CDKN1B/CDK4/CDKN2B/CCND1/BAX/LAMC1/E2F1/CKS1B/DDB2/PTEN/SKP2/RELA/RXRB/AKT1/BCL2 18 KEGG hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 3/1360 11/8135 0.2748 1 0.9104 HPD/VKORC1/COQ5 3 KEGG hsa04142 Lysosome 25/1360 132/8135 0.278 1 0.9104 GGA1/CLTA/GNPTG/NAGPA/HEXA/CLTB/NAGLU/AP4B1/CTSW/AP1S1/PSAP/GM2A/GUSB/CTSH/AP1G2/AP4M1/HGSNAT/MAN2B1/FUCA2/AP1M1/CLN3/SMPD1/LAMP3/SGSH/NAGA 25 KEGG hsa04940 Type I diabetes mellitus 9/1360 43/8135 0.2847 1 0.9104 HLA-DMA/HLA-DPB1/TNF/HLA-DMB/HLA-DPA1/IL12A/HLA-F/HLA-DRA/CPE 9 KEGG hsa00062 Fatty acid elongation 6/1360 27/8135 0.2907 1 0.9104 ECHS1/TECR/ACAA2/HADHA/ACOT2/MECR 6 KEGG hsa05416 Viral myocarditis 12/1360 60/8135 0.2953 1 0.9104 HLA-DMA/HLA-DPB1/HLA-DMB/CXADR/HLA-DPA1/ACTG1/CD40LG/CCND1/HLA-F/HLA-DRA/FYN/ACTB 12 KEGG hsa04672 Intestinal immune network for IgA production 10/1360 49/8135 0.2969 1 0.9104 HLA-DMA/HLA-DPB1/HLA-DMB/AICDA/HLA-DPA1/TGFB1/MADCAM1/CD40LG/HLA-DRA/MAP3K14 10 KEGG hsa00220 Arginine biosynthesis 5/1360 22/8135 0.3019 1 0.9104 GOT2/ARG1/ASL/GOT1/GLS2 5 KEGG hsa00340 Histidine metabolism 5/1360 22/8135 0.3019 1 0.9104 ALDH2/MAOA/ALDH1B1/CNDP2/CARNS1 5 KEGG hsa04137 Mitophagy - animal 14/1360 72/8135 0.3117 1 0.9104 PGAM5/CSNK2B/UBA52/FIS1/RRAS/HRAS/SQSTM1/TBC1D17/BCL2L13/E2F1/USP30/TOMM7/CITED2/RELA 14 KEGG hsa05218 Melanoma 14/1360 72/8135 0.3117 1 0.9104 FGF18/EGF/HRAS/CDK4/PDGFB/CCND1/PDGFC/BAX/E2F1/DDB2/ARAF/PTEN/AKT1/HGF 14 KEGG hsa04145 Phagosome 28/1360 152/8135 0.3168 1 0.9104 THBS1/SCARB1/HLA-DMA/ITGA2/HLA-DPB1/TUBB4A/CALR/HLA-DMB/ATP6V1F/HLA-DPA1/SEC61B/TUBB2B/TLR4/ITGB3/ACTG1/TUBB/CD209/STX18/TLR2/SEC61A1/FCGR1A/HGS/HLA-F/HLA-DRA/TUBB2A/DYNC1LI1/ACTB/CANX 28 KEGG hsa05145 Toxoplasmosis 21/1360 112/8135 0.3176 1 0.9104 HLA-DMA/HLA-DPB1/TNF/HLA-DMB/HLA-DPA1/TGFB1/TAB1/IL12A/TLR4/SOCS1/IL10RA/TLR2/CD40LG/HLA-DRA/LAMC1/RELA/GNAI2/IRAK1/NFKBIB/AKT1/BCL2 21 KEGG hsa04612 Antigen processing and presentation 15/1360 78/8135 0.3186 1 0.9104 CD74/HLA-DMA/HLA-DPB1/CALR/TNF/HLA-DMB/HSP90AB1/CD8B/RFXANK/HLA-DPA1/CD8A/CD4/HLA-F/HLA-DRA/CANX 15 KEGG hsa00513 Various types of N-glycan biosynthesis 8/1360 39/8135 0.3227 1 0.9104 ALG2/B4GALT3/MAN1B1/ALG3/HEXA/ALG1/RPN2/ALG12 8 KEGG hsa00515 Mannose type O-glycan biosynthesis 5/1360 23/8135 0.3374 1 0.9104 POMT1/B4GALT3/POMGNT1/POMT2/CHST10 5 KEGG hsa03430 Mismatch repair 5/1360 23/8135 0.3374 1 0.9104 POLD2/LIG1/POLD4/RFC4/RPA1 5 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 15/1360 79/8135 0.3375 1 0.9104 EIF4EBP1/RPS6KB2/EGF/EIF4E2/HRAS/PDGFB/PRKCG/PDGFC/BAX/ARAF/PTEN/AXL/AKT1/BCL2/HGF 15 KEGG hsa00270 Cysteine and methionine metabolism 10/1360 51/8135 0.3439 1 0.9104 MDH2/BCAT2/SRM/SDSL/AHCY/GSS/GOT2/DNMT1/GOT1/IL4I1 10 KEGG hsa00260 Glycine, serine and threonine metabolism 8/1360 40/8135 0.3497 1 0.9104 SDSL/GATM/GLYCTK/SHMT2/AMT/SRR/GRHPR/MAOA 8 KEGG hsa03015 mRNA surveillance pathway 18/1360 97/8135 0.353 1 0.9104 NXT1/ALYREF/PABPN1/CPSF4/RNPS1/GSPT2/SSU72/PPP1CA/DAZAP1/DDX19B/CPSF1/SRRM1/PPP2R1A/MAGOH/PPP2R5D/CPSF6/PPP2R2D/PNN 18 KEGG hsa04110 Cell cycle 23/1360 126/8135 0.3564 1 0.9104 MAD2L2/CCNA1/ANAPC11/CDKN1C/MCM5/CHEK2/MCM7/ANAPC2/TGFB1/CDKN1B/MAD1L1/BUB3/CDC25B/CDK4/CDKN2B/DBF4/CCND1/ANAPC15/FZR1/E2F1/CDC7/SKP2/CUL1 23 KEGG hsa00983 Drug metabolism - other enzymes 15/1360 80/8135 0.3566 1 0.9104 GSTP1/ITPA/UPP1/UCKL1/GMPS/NME3/CYP2E1/TPMT/UCK1/GUSB/UCK2/MGST2/DPYS/NME1/UPP2 15 KEGG hsa04920 Adipocytokine signaling pathway 13/1360 69/8135 0.3653 1 0.9104 G6PC3/TNF/TRAF2/NFKBIE/PCK2/IRS1/PRKAG3/RELA/RXRB/NFKBIB/AKT1/ADIPOR2/ACSL1 13 KEGG hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 5/1360 24/8135 0.3732 1 0.9104 EXTL2/B4GALT7/B3GAT3/XYLT2/B3GALT6 5 KEGG hsa03450 Non-homologous end-joining 3/1360 13/8135 0.3739 1 0.9104 FEN1/XRCC6/POLL 3 KEGG hsa04216 Ferroptosis 8/1360 41/8135 0.377 1 0.9104 SAT2/GPX4/HMOX1/GSS/SLC3A2/SLC7A11/VDAC2/ACSL1 8 KEGG hsa00030 Pentose phosphate pathway 6/1360 30/8135 0.3865 1 0.9104 GPI/PGLS/GLYCTK/FBP1/PFKL/RPIA 6 KEGG hsa00230 Purine metabolism 23/1360 128/8135 0.3872 1 0.9104 ITPA/NUDT2/ADA/AMPD2/DGUOK/ENTPD6/APRT/NT5C/GUK1/PFAS/ADSL/PDE6B/PDE6D/GMPS/NPR2/NME3/AK2/PDE3A/HDDC3/PDE1A/PDE5A/NME1/ENTPD1 23 KEGG hsa04350 TGF-beta signaling pathway 17/1360 94/8135 0.4025 1 0.9104 ID3/THBS1/TGIF1/SMAD7/TNF/RPS6KB2/TGFB1/ID2/PPP2R1A/GREM2/CDKN2B/FBN1/LTBP1/BMP4/ID1/INHBB/CUL1 17 KEGG hsa04211 Longevity regulating pathway 16/1360 89/8135 0.4179 1 0.9104 EIF4EBP1/EHMT2/CREB3/RPS6KB2/AKT1S1/EIF4E2/EHMT1/HRAS/IRS1/PRKACA/BAX/TSC2/PRKAG3/RELA/AKT1/ADIPOR2 16 KEGG hsa05143 African trypanosomiasis 7/1360 37/8135 0.4259 1 0.9104 TNF/THOP1/PLCB1/IL12A/PLCB3/PRKCG/IL18 7 KEGG hsa04071 Sphingolipid signaling pathway 21/1360 119/8135 0.4302 1 0.9104 ADORA1/PLD2/TNF/S1PR5/TRAF2/PLCB1/PLCB3/PPP2R1A/HRAS/PPP2R5D/CERS3/PRKCG/FYN/BAX/PTEN/SMPD1/PPP2R2D/RELA/GNAI2/AKT1/BCL2 21 KEGG hsa04721 Synaptic vesicle cycle 14/1360 78/8135 0.4314 1 0.9104 AP2S1/VAMP2/CLTA/SLC18A2/ATP6V1F/RAB3A/CLTB/SLC18A1/AP2A1/SLC6A9/AP2M1/AP2A2/SLC1A3/DNM3 14 KEGG hsa00565 Ether lipid metabolism 9/1360 49/8135 0.4364 1 0.9104 PLD4/TMEM189/PLD2/LPCAT4/JMJD7-PLA2G4B/PLA2G7/PAFAH1B3/PLD3/PLA2G5 9 KEGG hsa05146 Amoebiasis 18/1360 102/8135 0.4411 1 0.9104 CD1D/SERPINB6/TNF/CD1C/PLCB1/TGFB1/IL12A/TLR4/PLCB3/ARG1/TLR2/IL1R2/HSPB1/PRKCG/PRKACA/LAMC1/GNAL/RELA 18 KEGG hsa04659 Th17 cell differentiation 19/1360 108/8135 0.4431 1 0.9104 GATA3/HLA-DMA/IL4R/HLA-DPB1/HLA-DMB/HSP90AB1/HLA-DPA1/IL27RA/TGFB1/TBX21/NFKBIE/CD4/CD3E/ZAP70/HLA-DRA/IL21R/RELA/RXRB/NFKBIB 19 KEGG hsa04931 Insulin resistance 19/1360 108/8135 0.4431 1 0.9104 G6PC3/CREB3/TNF/RPS6KB2/PPP1CA/SLC27A1/GYS1/NR1H3/GFPT2/PCK2/CRTC2/PPP1R3B/IRS1/SLC27A3/PTEN/PRKAG3/PYGB/RELA/AKT1 19 KEGG hsa04115 p53 signaling pathway 13/1360 73/8135 0.4493 1 0.9104 SIVA1/THBS1/GORAB/CHEK2/BBC3/CDK4/CCND1/BAX/DDB2/TSC2/PTEN/BCL2/IGFBP3 13 KEGG hsa00640 Propanoate metabolism 6/1360 32/8135 0.4506 1 0.9104 ECHS1/HADHA/BCKDHB/PCCB/ACOX3/ACSS1 6 KEGG hsa05225 Hepatocellular carcinoma 29/1360 168/8135 0.4568 1 0.9104 GSTP1/SMARCB1/TXNRD2/HMOX1/SMARCA4/RPS6KB2/TGFB1/ACTG1/DVL2/HRAS/CDK4/TERT/WNT10B/CCND1/PRKCG/BAX/MGST2/E2F1/DDB2/DVL1/ARAF/SMARCD2/SMARCE1/PTEN/FZD8/SMARCD1/AKT1/ACTB/HGF 29 KEGG hsa05215 Prostate cancer 17/1360 97/8135 0.4573 1 0.9104 GSTP1/CREB3/HSP90AB1/SPINT1/CDKN1B/EGF/HRAS/PDGFB/IL1R2/CCND1/PDGFC/E2F1/ARAF/PTEN/RELA/AKT1/BCL2 17 KEGG hsa05110 Vibrio cholerae infection 9/1360 50/8135 0.4619 1 0.9104 KDELR1/ATP6V1F/SEC61B/ACTG1/PDIA4/ARF1/SEC61A1/PRKACA/ACTB 9 KEGG hsa05418 Fluid shear stress and atherosclerosis 24/1360 139/8135 0.4663 1 0.9104 GSTP1/TXN2/EDN1/PIAS4/HMOX1/MAP2K7/TNF/HSP90AB1/MAP2K5/ITGB3/ACTG1/SUMO4/SDC1/PDGFB/IL1R2/SQSTM1/SUMO3/MGST2/BMP4/RELA/CALML6/AKT1/BCL2/ACTB 24 KEGG hsa00604 Glycosphingolipid biosynthesis - ganglio series 3/1360 15/8135 0.47 1 0.9104 ST6GALNAC6/HEXA/ST6GALNAC4 3 KEGG hsa04658 Th1 and Th2 cell differentiation 16/1360 92/8135 0.4744 1 0.9104 GATA3/HLA-DMA/IL4R/HLA-DPB1/HLA-DMB/HLA-DPA1/TBX21/NFKBIE/IL12A/CD4/CD3E/ZAP70/RUNX3/HLA-DRA/RELA/NFKBIB 16 KEGG hsa03022 Basal transcription factors 8/1360 45/8135 0.4858 1 0.9104 TAF6L/ERCC2/TAF6/GTF2F1/ERCC3/MNAT1/TBP/TBPL1 8 KEGG hsa04918 Thyroid hormone synthesis 13/1360 75/8135 0.4911 1 0.9104 CREB3/ASGR1/TG/PLCB1/PLCB3/PDIA4/ATP1A4/PRKCG/PRKACA/GPX3/TTF1/ATP1A3/CANX 13 KEGG hsa05214 Glioma 13/1360 75/8135 0.4911 1 0.9104 EGF/HRAS/CDK4/PDGFB/CCND1/PRKCG/BAX/E2F1/DDB2/ARAF/PTEN/CALML6/AKT1 13 KEGG hsa04971 Gastric acid secretion 13/1360 76/8135 0.5118 1 0.9104 PLCB1/ACTG1/PLCB3/ATP1A4/EZR/KCNJ2/PRKCG/PRKACA/SSTR2/GNAI2/ATP1A3/CALML6/ACTB 13 KEGG hsa05230 Central carbon metabolism in cancer 12/1360 70/8135 0.5118 1 0.9104 IDH2/SIRT6/PDHA1/HRAS/SLC1A5/PKM/PFKL/GCK/SIRT3/PTEN/GLS2/AKT1 12 KEGG hsa04910 Insulin signaling pathway 23/1360 137/8135 0.5273 1 0.9104 EIF4EBP1/TRIP10/G6PC3/PHKG2/RPS6KB2/PPP1CA/SOCS1/EIF4E2/GYS1/PCK2/SOCS2/HRAS/PPP1R3B/IRS1/FBP1/PRKACA/TSC2/ARAF/GCK/PRKAG3/PYGB/CALML6/AKT1 23 KEGG hsa05135 Yersinia infection 23/1360 137/8135 0.5273 1 0.9104 ARHGEF1/BAIAP2/ARPC5L/MAP2K7/TNF/CD8B/TRAF2/CD8A/TAB1/TLR4/PKN1/ACTG1/CD4/ARF6/ARPC1A/PIP5K1C/ZAP70/IL18/RELA/IRAK1/AKT1/ACTB/ARHGEF12 23 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 15/1360 89/8135 0.5307 1 0.9104 BATF3/CSNK2B/RPS6KB2/NFKBIE/TLR4/EGF/CD4/CD3E/HRAS/TLR2/ZAP70/PTEN/RELA/NFKBIB/AKT1 15 KEGG hsa00514 Other types of O-glycan biosynthesis 8/1360 47/8135 0.5385 1 0.9104 GALNT14/POMT1/B4GALT3/XXYLT1/GALNT11/PLOD3/POMT2/POFUT1 8 KEGG hsa04973 Carbohydrate digestion and absorption 8/1360 47/8135 0.5385 1 0.9104 G6PC3/PLCB1/PLCB3/MGAM/ATP1A4/SLC37A4/ATP1A3/AKT1 8 KEGG hsa05152 Tuberculosis 30/1360 180/8135 0.5392 1 0.9104 CD74/CR1/HLA-DMA/HLA-DPB1/TNF/HLA-DMB/CEBPG/RFXANK/HLA-DPA1/TGFB1/IL12A/TLR4/IL10RA/CR1L/CD209/TLR2/HSPA9/FCGR1A/HLA-DRA/BAX/IL18/CARD9/CLEC4E/RELA/IRAK1/LSP1/CALML6/AKT1/BCL2/ARHGEF12 30 KEGG hsa04218 Cellular senescence 26/1360 156/8135 0.5409 1 0.9104 EIF4EBP1/RAD9A/CCNA1/CHEK2/SLC25A5/SLC25A6/TGFB1/PPP1CA/RRAS/HRAS/HIPK2/CDK4/CDKN2B/RAD1/CCND1/SQSTM1/HLA-F/E2F1/TSC2/PTEN/VDAC2/VDAC1/RELA/CALML6/AKT1/IGFBP3 26 KEGG hsa04392 Hippo signaling pathway - multiple species 5/1360 29/8135 0.5468 1 0.9104 TEAD2/CSNK1E/RASSF4/TEAD3/NF2 5 KEGG hsa04964 Proximal tubule bicarbonate reclamation 4/1360 23/8135 0.5517 1 0.9104 PCK2/ATP1A4/GLS2/ATP1A3 4 KEGG hsa05223 Non-small cell lung cancer 12/1360 72/8135 0.5541 1 0.9104 EGF/HRAS/CDK4/CCND1/PRKCG/BAX/E2F1/DDB2/ARAF/RXRB/AKT1/HGF 12 KEGG hsa04390 Hippo signaling pathway 26/1360 157/8135 0.5551 1 0.9104 TEAD2/CSNK1E/SMAD7/TGFB1/SCRIB/PPP1CA/LLGL2/TEAD3/BBC3/DLG4/ID2/ACTG1/NF2/DVL2/LLGL1/PPP2R1A/WNT10B/CCND1/PARD3/DVL1/BMP4/DLG5/FZD8/PPP2R2D/ID1/ACTB 26 KEGG hsa04978 Mineral absorption 10/1360 60/8135 0.5583 1 0.9104 MT1F/MT1E/MT1X/HMOX1/HMOX2/ATP1A4/SLC31A1/SLC30A1/ATP1A3/ATP7B 10 KEGG hsa05332 Graft-versus-host disease 7/1360 42/8135 0.5679 1 0.9104 HLA-DMA/HLA-DPB1/TNF/HLA-DMB/HLA-DPA1/HLA-F/HLA-DRA 7 KEGG hsa00500 Starch and sucrose metabolism 6/1360 36/8135 0.5727 1 0.9104 G6PC3/GPI/GYS1/MGAM/GCK/PYGB 6 KEGG hsa00760 Nicotinate and nicotinamide metabolism 6/1360 36/8135 0.5727 1 0.9104 SIRT7/NADSYN1/SIRT2/SIRT6/NT5C/SIRT3 6 KEGG hsa05221 Acute myeloid leukemia 11/1360 67/8135 0.5775 1 0.9104 EIF4EBP1/CCNA1/RPS6KB2/HRAS/PPARD/CCND1/FCGR1A/ARAF/CSF1R/RELA/AKT1 11 KEGG hsa01523 Antifolate resistance 5/1360 30/8135 0.5789 1 0.9104 FOLR2/TNF/FPGS/SHMT2/RELA 5 KEGG hsa00590 Arachidonic acid metabolism 10/1360 61/8135 0.5807 1 0.9104 CBR1/PTGES2/PTGES3/JMJD7-PLA2G4B/PTGDS/CYP2E1/GPX3/PLA2G5/CYP2C8/AKR1C3 10 KEGG hsa04660 T cell receptor signaling pathway 17/1360 104/8135 0.5819 1 0.9104 MAP2K7/TNF/CD8B/CD8A/NFKBIE/CD4/CD3E/HRAS/CDK4/CD40LG/ZAP70/FYN/PAK4/RELA/MAP3K14/NFKBIB/AKT1 17 KEGG hsa00564 Glycerophospholipid metabolism 16/1360 98/8135 0.584 1 0.9104 DGKH/PLD4/PLD2/LPCAT4/DGKZ/GPAT2/JMJD7-PLA2G4B/PEMT/ETNK2/LYPLA2/PTDSS2/PLD3/AGPAT3/PLA2G5/TAZ/PCYT2 16 KEGG hsa04072 Phospholipase D signaling pathway 24/1360 148/8135 0.6002 1 0.9104 DGKH/PLD2/CYTH2/DGKZ/PLCB1/CYTH3/EGF/RRAS/PLCB3/ARF6/JMJD7-PLA2G4B/HRAS/ARF1/PDGFB/PIP5K1C/FYN/PDGFC/TSC2/AGPAT3/AVPR2/GRM2/AKT1/AVP/DNM3 24 KEGG hsa04611 Platelet activation 20/1360 124/8135 0.608 1 0.9104 ARHGEF1/PTGIR/VAMP8/ITGA2/GP5/PLCB1/PPP1CA/P2RY1/ITGB3/ACTG1/PLCB3/JMJD7-PLA2G4B/RASGRP2/VWF/FYN/PRKACA/GNAI2/AKT1/ACTB/ARHGEF12 20 KEGG hsa04710 Circadian rhythm 5/1360 31/8135 0.6097 1 0.9104 CSNK1E/CRY1/BHLHE40/PRKAG3/CUL1 5 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 16/1360 100/8135 0.6185 1 0.9104 EDN1/TNF/PLCB1/TGFB1/CDKN1B/VEGFB/PLCB3/PLCD1/HRAS/CDK4/CCND1/BAX/RELA/AKT1/BCL2/AGER 16 KEGG hsa04924 Renin secretion 11/1360 69/8135 0.619 1 0.9104 ADORA1/EDN1/PLCB1/KCNMA1/PLCB3/KCNJ2/PDE3A/PRKACA/PDE1A/GNAI2/CALML6 11 KEGG hsa04540 Gap junction 14/1360 88/8135 0.6254 1 0.9104 TUBB4A/MAP2K5/PLCB1/TUBB2B/EGF/PLCB3/TUBB/HRAS/PDGFB/PRKCG/PRKACA/PDGFC/TUBB2A/GNAI2 14 KEGG hsa04150 mTOR signaling pathway 25/1360 156/8135 0.6261 1 0.9104 EIF4EBP1/GRB10/TELO2/LAMTOR2/TNF/WDR59/ATP6V1F/RPS6KB2/MLST8/AKT1S1/SLC3A2/SEC13/EIF4E2/DVL2/HRAS/NPRL3/WNT10B/IRS1/PRKCG/DVL1/TSC2/PTEN/FZD8/SKP2/AKT1 25 KEGG hsa05212 Pancreatic cancer 12/1360 76/8135 0.6339 1 0.9104 PLD2/RPS6KB2/TGFB1/EGF/CDK4/CCND1/BAX/E2F1/DDB2/ARAF/RELA/AKT1 12 KEGG hsa05220 Chronic myeloid leukemia 12/1360 76/8135 0.6339 1 0.9104 CTBP1/TGFB1/CDKN1B/HRAS/CDK4/CCND1/BAX/E2F1/DDB2/ARAF/RELA/AKT1 12 KEGG hsa04728 Dopaminergic synapse 21/1360 132/8135 0.6354 1 0.9104 CREB3/SLC18A2/PLCB1/PPP1CA/LRTOMT/COMT/GNGT2/SLC18A1/PLCB3/ARRB1/PPP2R1A/PPP2R5D/PRKCG/PRKACA/GNAL/MAOA/PPP2R2D/GNAI2/CALML6/AKT1/GSK3A 21 KEGG hsa00480 Glutathione metabolism 9/1360 58/8135 0.6515 1 0.9104 GSTP1/GPX4/IDH2/SRM/GSS/GGCT/GGT7/MGST2/GPX3 9 KEGG hsa05142 Chagas disease 16/1360 102/8135 0.6517 1 0.9104 CALR/TNF/PLCB1/TGFB1/IL12A/TLR4/CD3E/PLCB3/PPP2R1A/TLR2/GNAL/PPP2R2D/RELA/GNAI2/IRAK1/AKT1 16 KEGG hsa05410 Hypertrophic cardiomyopathy 14/1360 90/8135 0.6604 1 0.9104 EDN1/EMD/ITGA2/CACNB1/CACNA2D4/TNF/TGFB1/ITGA1/ITGA7/ITGB3/ACTG1/CACNA2D3/PRKAG3/ACTB 14 KEGG hsa04930 Type II diabetes mellitus 7/1360 46/8135 0.6685 1 0.9104 CACNA1E/TNF/SOCS1/SOCS2/IRS1/PKM/GCK 7 KEGG hsa00670 One carbon pool by folate 3/1360 20/8135 0.6738 1 0.9104 SHMT2/AMT/MTHFD1 3 KEGG hsa05320 Autoimmune thyroid disease 8/1360 53/8135 0.681 1 0.9104 HLA-DMA/HLA-DPB1/HLA-DMB/TG/HLA-DPA1/CD40LG/HLA-F/HLA-DRA 8 KEGG hsa04064 NF-kappa B signaling pathway 16/1360 104/8135 0.6832 1 0.9104 UBE2I/CSNK2B/PIAS4/TNF/EDA/TRAF2/TAB1/TLR4/CD40LG/ZAP70/TRIM25/RELA/MAP3K14/IRAK1/EDARADD/BCL2 16 KEGG hsa05203 Viral carcinogenesis 32/1360 204/8135 0.6842 1 0.9104 KAT2A/CCNA1/SND1/CREB3/RANBP1/TRAF2/HDAC8/SCRIB/CDKN1B/HDAC4/DNAJA3/HDAC3/MAD1L1/HRAS/TBP/HDAC10/EGR2/CDK4/HDAC6/CDKN2B/UBR4/PKM/CCND1/HLA-F/PRKACA/BAX/DDB1/MRPS18B/EIF2AK2/SKP2/RELA/TBPL1 32 KEGG hsa01522 Endocrine resistance 15/1360 98/8135 0.6881 1 0.9104 RPS6KB2/CDKN1B/CYP2D6/CARM1/HRAS/CDK4/NOTCH4/CCND1/PRKACA/BAX/E2F1/ARAF/AKT1/BCL2/GPER1 15 KEGG hsa00040 Pentose and glucuronate interconversions 5/1360 34/8135 0.6938 1 0.9104 CRYL1/AKR1B1/DCXR/AKR1A1/GUSB 5 KEGG hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 2/1360 14/8135 0.706 1 0.9104 B4GALT3/B3GNT7 2 KEGG hsa00140 Steroid hormone biosynthesis 9/1360 61/8135 0.7118 1 0.9104 HSD17B8/SRD5A3/LRTOMT/COMT/CYP2E1/HSD17B6/CYP1B1/AKR1C1/AKR1C3 9 KEGG hsa00561 Glycerolipid metabolism 9/1360 61/8135 0.7118 1 0.9104 DGKH/ALDH2/DGKZ/GPAT2/AKR1B1/GLYCTK/AKR1A1/AGPAT3/ALDH1B1 9 KEGG hsa00650 Butanoate metabolism 4/1360 28/8135 0.7121 1 0.9104 ECHS1/HMGCL/HADHA/ACSM5 4 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 16/1360 106/8135 0.7131 1 0.9104 ARHGEF1/PLD2/GATA3/CREB3/PLCB1/PLCB3/ARRB1/CYP24A1/PRKCG/PRKACA/MEF2D/SLC9A3R1/ARAF/GNAI2/RXRB/BCL2 16 KEGG hsa05162 Measles 21/1360 139/8135 0.7299 1 0.9104 CSNK2B/CDKN1B/BBC3/IL12A/TLR4/CD3E/CD209/TLR2/CDK4/CCND1/MX2/BAX/EIF3H/RAB9A/EIF2AK2/RELA/IRAK1/NFKBIB/AKT1/BCL2/MX1 21 KEGG hsa03320 PPAR signaling pathway 11/1360 75/8135 0.7299 1 0.9104 SLC27A1/ME1/NR1H3/FABP5/PCK2/ME3/PPARD/ACOX3/MMP1/RXRB/ACSL1 11 KEGG hsa04213 Longevity regulating pathway - multiple species 9/1360 62/8135 0.7304 1 0.9104 RPS6KB2/AKT1S1/HRAS/IRS1/CLPB/PRKACA/SOD1/PRKAG3/AKT1 9 KEGG hsa00591 Linoleic acid metabolism 4/1360 29/8135 0.7386 1 0.9104 JMJD7-PLA2G4B/CYP2E1/PLA2G5/CYP2C8 4 KEGG hsa04744 Phototransduction 4/1360 29/8135 0.7386 1 0.9104 RGS9/PDE6B/GUCA1A/CALML6 4 KEGG hsa04340 Hedgehog signaling pathway 8/1360 56/8135 0.7409 1 0.9104 CSNK1E/ARRB1/CSNK1G2/CCND1/PRKACA/HHAT/CUL1/BCL2 8 KEGG hsa05131 Shigellosis 38/1360 247/8135 0.741 1 0.9104 CAPNS1/ARPC5L/ATG14/ATG16L1/TLR5/PFN1/TNF/UBA52/CYTH2/RPS6KB2/AKT1S1/TRAF2/PLCB1/CYTH3/TAB1/TLR4/ACTG1/PLCB3/ARF6/ARPC1A/SHARPIN/PLCD1/ARF1/SQSTM1/UBE2D4/BAX/IL18/FNBP1L/FOXO6/NAIP/VDAC1/RELA/NFKBIB/CUL1/AKT1/BCL2/ACTB/GSK3A 38 KEGG hsa04217 Necroptosis 24/1360 159/8135 0.7416 1 0.9104 PGAM5/TNF/SLC25A5/HSP90AB1/SLC25A6/TRAF2/VPS4A/TLR4/JMJD7-PLA2G4B/FAF1/SHARPIN/CHMP4C/CHMP6/SPATA2/SQSTM1/BAX/AIFM1/USP21/EIF2AK2/SMPD1/PYGB/VDAC2/VDAC1/BCL2 24 KEGG hsa00603 Glycosphingolipid biosynthesis - globo and isoglobo series 2/1360 15/8135 0.7423 1 0.9104 HEXA/NAGA 2 KEGG hsa00730 Thiamine metabolism 2/1360 15/8135 0.7423 1 0.9104 ALPL/AK2 2 KEGG hsa04270 Vascular smooth muscle contraction 20/1360 134/8135 0.7465 1 0.9104 ARHGEF1/EDN1/PTGIR/PPP1R12C/ADM2/PLCB1/PPP1CA/KCNMA1/PLCB3/JMJD7-PLA2G4B/NPR2/PRKCG/PRKACA/CALD1/ARAF/PLA2G5/CALML6/MYL6B/AVP/ARHGEF12 20 KEGG hsa04914 Progesterone-mediated oocyte maturation 15/1360 102/8135 0.7472 1 0.9104 KIF22/MAD2L2/CCNA1/ANAPC11/HSP90AB1/ANAPC2/CPEB3/MAD1L1/CDC25B/ANAPC15/PRKACA/FZR1/ARAF/GNAI2/AKT1 15 KEGG hsa04975 Fat digestion and absorption 6/1360 43/8135 0.7476 1 0.9104 SCARB1/ABCA1/GOT2/SLC27A1/PLA2G5/MTTP 6 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 11/1360 77/8135 0.7617 1 0.9104 EMD/ITGA2/CACNB1/CACNA2D4/ITGA1/DSC2/ITGA7/ITGB3/ACTG1/CACNA2D3/ACTB 11 KEGG hsa00053 Ascorbate and aldarate metabolism 4/1360 30/8135 0.7631 1 0.9104 ALDH2/AKR1A1/GUSB/ALDH1B1 4 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 5/1360 37/8135 0.7646 1 0.9104 ATP1A4/IRS1/PRKCG/SLC9A3R2/ATP1A3 5 KEGG hsa05216 Thyroid cancer 5/1360 37/8135 0.7646 1 0.9104 HRAS/CCND1/BAX/DDB2/RXRB 5 KEGG hsa04614 Renin-angiotensin system 3/1360 23/8135 0.7651 1 0.9104 THOP1/PREP/NLN 3 KEGG hsa05170 Human immunodeficiency virus 1 infection 32/1360 212/8135 0.7661 1 0.9104 RNF7/CALR/MAP2K7/TNF/RPS6KB2/TRAF2/TAB1/APOBEC3G/GNGT2/TLR4/CD4/CD3E/HRAS/AP1S1/TLR2/PRKCG/HLA-F/BAX/AP1G2/APOBEC3D/PAK4/DDB1/AP1M1/RELA/GNAI2/IRAK1/CUL4A/CUL1/CALML6/AKT1/BCL2/LIMK2 32 KEGG hsa04625 C-type lectin receptor signaling pathway 15/1360 104/8135 0.7738 1 0.9104 TNF/IL12A/RRAS/CLEC4D/CD209/HRAS/EGR2/CARD9/CLEC4E/RELA/MAP3K14/LSP1/CALML6/AKT1/ARHGEF12 15 KEGG hsa05213 Endometrial cancer 8/1360 58/8135 0.7763 1 0.9104 EGF/HRAS/CCND1/BAX/DDB2/ARAF/PTEN/AKT1 8 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 11/1360 78/8135 0.7766 1 0.9104 GSTP1/EPHX1/CBR1/AKR7A2/CYP2S1/CYP2D6/CYP2E1/ADH5/MGST2/CYP1B1/AKR1C1 11 KEGG hsa05231 Choline metabolism in cancer 14/1360 98/8135 0.7805 1 0.9104 EIF4EBP1/DGKH/PLD2/RPS6KB2/DGKZ/EGF/JMJD7-PLA2G4B/HRAS/PDGFB/PIP5K1C/PRKCG/PDGFC/TSC2/AKT1 14 KEGG hsa04068 FoxO signaling pathway 19/1360 131/8135 0.7863 1 0.9104 G6PC3/CSNK1E/TGFB1/CDKN1B/PLK2/EGF/PRMT1/FBXO25/PCK2/HRAS/CDKN2B/IRS1/CCND1/FOXO6/ARAF/PTEN/PRKAG3/SKP2/AKT1 19 KEGG hsa04330 Notch signaling pathway 8/1360 59/8135 0.7926 1 0.9104 KAT2A/DTX3/CTBP1/DVL2/NOTCH4/NUMBL/DVL1/PSENEN 8 KEGG hsa04911 Insulin secretion 12/1360 86/8135 0.7958 1 0.9104 VAMP2/CREB3/PLCB1/RAB3A/KCNMA1/PLCB3/TRPM4/ATP1A4/PRKCG/PRKACA/GCK/ATP1A3 12 KEGG hsa04722 Neurotrophin signaling pathway 17/1360 119/8135 0.7974 1 0.9104 ARHGDIA/MATK/MAP2K7/MAP2K5/SH2B1/NFKBIE/HRAS/SH2B3/IRS1/MAGED1/BAX/RELA/IRAK1/NFKBIB/CALML6/AKT1/BCL2 17 KEGG hsa00562 Inositol phosphate metabolism 10/1360 73/8135 0.8003 1 0.9104 PLCB1/PI4K2A/PLCB3/PLCD1/INPP5K/PLCH2/PIP5K1C/ISYNA1/PTEN/PI4KB 10 KEGG hsa01524 Platinum drug resistance 10/1360 73/8135 0.8003 1 0.9104 GSTP1/ERCC1/XPA/BBC3/BAX/MGST2/SLC31A1/ATP7B/AKT1/BCL2 10 KEGG hsa00120 Primary bile acid biosynthesis 2/1360 17/8135 0.8035 1 0.9104 CH25H/CYP46A1 2 KEGG hsa00450 Selenocompound metabolism 2/1360 17/8135 0.8035 1 0.9104 TXNRD2/PSTK 2 KEGG hsa04136 Autophagy - other 4/1360 32/8135 0.8068 1 0.9104 ATG4B/ATG16L1/MLST8/ATG4D 4 KEGG hsa04730 Long-term depression 8/1360 60/8135 0.808 1 0.9104 PLCB1/PLCB3/JMJD7-PLA2G4B/PPP2R1A/HRAS/PRKCG/ARAF/GNAI2 8 KEGG hsa05165 Human papillomavirus infection 50/1360 331/8135 0.809 1 0.9104 EIF4EBP1/THBS1/CCNA1/ITGA2/CREB3/TNF/ATP6V1F/RPS6KB2/SCRIB/LLGL2/CDKN1B/ITGA1/ITGA7/ITGB3/EGF/DVL2/COL6A2/LLGL1/PPP2R1A/HRAS/TBP/CDK4/TERT/UBR4/NOTCH4/WNT10B/PPP2R5D/PKM/CCND1/VWF/HLA-F/PARD3/MX2/PRKACA/BAX/LAMC1/BCAP31/E2F1/DVL1/TSC2/SLC9A3R1/TUBG2/PTEN/FZD8/EIF2AK2/PPP2R2D/RELA/TBPL1/AKT1/MX1 50 KEGG hsa00592 alpha-Linolenic acid metabolism 3/1360 25/8135 0.8135 1 0.9104 JMJD7-PLA2G4B/ACOX3/PLA2G5 3 KEGG hsa00830 Retinol metabolism 9/1360 68/8135 0.8245 1 0.9104 DHRS3/DHRS4/ALDH1A2/DHRS4L2/CYP2S1/ADH5/HSD17B6/CYP2C8/RDH10 9 KEGG hsa04934 Cushing syndrome 22/1360 155/8135 0.8309 1 0.9104 RASD1/MEN1/SCARB1/AIP/CREB3/WDR5/PLCB1/CDKN1B/PLCB3/DVL2/NR4A1/CDK4/CDKN2B/WNT10B/CCND1/PRKACA/KMT2D/E2F1/DVL1/FZD8/FH/GNAI2 22 KEGG hsa04936 Alcoholic liver disease 20/1360 142/8135 0.8316 1 0.9104 C3AR1/ACADVL/ALDH2/MAP2K7/TNF/TAB1/IL12A/IL17RC/TLR4/CCND1/CYP2E1/ADH5/ACOX3/ALDH1B1/PRKAG3/RELA/MAP3K14/IRAK1/AKT1/ADIPOR2 20 KEGG hsa04066 HIF-1 signaling pathway 15/1360 109/8135 0.8317 1 0.9104 EIF4EBP1/EDN1/HMOX1/RPS6KB2/CDKN1B/TLR4/EGF/PDHA1/EIF4E2/ENO3/PRKCG/PFKL/RELA/AKT1/BCL2 15 KEGG hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 3/1360 26/8135 0.8344 1 0.9104 GPAA1/DPM2/PGAP1 3 KEGG hsa05414 Dilated cardiomyopathy 13/1360 96/8135 0.8355 1 0.9104 EMD/ITGA2/CACNB1/CACNA2D4/TNF/TGFB1/ITGA1/ITGA7/ITGB3/ACTG1/CACNA2D3/PRKACA/ACTB 13 KEGG hsa05226 Gastric cancer 21/1360 149/8135 0.8357 1 0.9104 RPS6KB2/TGFB1/FGF18/CDKN1B/EGF/DVL2/HRAS/TERT/CDKN2B/WNT10B/CCND1/BAX/E2F1/DDB2/DVL1/ARAF/FZD8/RXRB/AKT1/BCL2/HGF 21 KEGG hsa04210 Apoptosis 19/1360 136/8135 0.8369 1 0.9104 TNF/TRAF2/BBC3/LMNB2/ACTG1/ENDOG/CTSW/HRAS/DDIT3/SPTA1/CTSH/BAX/PARP3/AIFM1/RELA/MAP3K14/AKT1/BCL2/ACTB 19 KEGG hsa05211 Renal cell carcinoma 9/1360 69/8135 0.8374 1 0.9104 TGFB1/HRAS/PRCC/PDGFB/PAK4/ARAF/FH/AKT1/HGF 9 KEGG hsa04530 Tight junction 24/1360 169/8135 0.839 1 0.9104 ARPC5L/CD1D/TJAP1/MAP2K7/CD1C/SCRIB/LLGL2/ACTG1/NF2/ARPC1A/LLGL1/PPP2R1A/YBX3/CDK4/EZR/CCND1/PARD3/PRKACA/SLC9A3R1/PRKAG3/PPP2R2D/MYL6B/ACTB/CLDN15 24 KEGG hsa00920 Sulfur metabolism 1/1360 10/8135 0.8397 1 0.9104 ETHE1 1 KEGG hsa04666 Fc gamma R-mediated phagocytosis 13/1360 97/8135 0.8461 1 0.9104 ARPC5L/PLD2/RPS6KB2/AMPH/ARF6/ARPC1A/JMJD7-PLA2G4B/PIP5K1C/FCGR1A/PRKCG/MYO10/AKT1/LIMK2 13 KEGG hsa05160 Hepatitis C 22/1360 157/8135 0.8479 1 0.9104 SCARB1/CD81/TNF/TRAF2/RSAD2/EGF/NR1H3/PPP2R1A/HRAS/CDK4/CCND1/MX2/BAX/E2F1/ARAF/EIF2AK2/PPP2R2D/RELA/IFIT1/AKT1/MX1/CLDN15 22 KEGG hsa04622 RIG-I-like receptor signaling pathway 9/1360 70/8135 0.8495 1 0.9104 PIN1/TNF/TRAF2/RNF125/IL12A/SIKE1/TRIM25/RELA/NFKBIB 9 KEGG hsa04917 Prolactin signaling pathway 9/1360 70/8135 0.8495 1 0.9104 SOCS1/SOCS2/PRL/HRAS/CCND1/GCK/GALT/RELA/AKT1 9 KEGG hsa01040 Biosynthesis of unsaturated fatty acids 3/1360 27/8135 0.8532 1 0.9104 TECR/ACOT2/ACOX3 3 KEGG hsa04015 Rap1 signaling pathway 30/1360 210/8135 0.8539 1 0.9104 THBS1/PFN1/PLCB1/FGF18/P2RY1/VEGFB/ITGB3/ACTG1/EGF/RRAS/PLCB3/DOCK4/HRAS/CTNND1/PDGFB/RASGRP2/SKAP1/EVL/PRKCG/PARD3/PDGFC/CSF1R/GNAI2/ID1/CALML6/EPHA2/AKT1/ACTB/SIPA1L2/HGF 30 KEGG hsa04010 MAPK signaling pathway 43/1360 294/8135 0.8557 1 0.9104 RPS6KA4/PPP5C/DUSP7/CACNA1E/CACNB1/CACNA2D4/MAP2K7/TNF/MAP2K5/MAP4K1/TRAF2/TGFB1/FGF18/TAB1/VEGFB/EGF/DUSP2/RRAS/JMJD7-PLA2G4B/ARRB1/HRAS/NR4A1/CDC25B/CACNA2D3/PDGFB/RASGRP2/HSPB1/DDIT3/PRKCG/PRKACA/PDGFC/ARAF/TAOK2/CSF1R/RELA/MAP3K14/IRAK1/DUSP10/DUSP8/EPHA2/AKT1/MAPKAPK3/HGF 43 KEGG hsa04520 Adherens junction 9/1360 71/8135 0.861 1 0.9104 BAIAP2/CSNK2B/SNAI1/ACTG1/CTNND1/PTPRM/FYN/PARD3/ACTB 9 KEGG hsa05205 Proteoglycans in cancer 29/1360 205/8135 0.8641 1 0.9104 ARHGEF1/THBS1/ITGA2/PPP1R12C/NUDT16L1/TNF/RPS6KB2/TGFB1/PPP1CA/TLR4/ITGB3/ACTG1/RRAS/SDC1/HRAS/TLR2/ANK1/EZR/WNT10B/CCND1/PRKCG/PRKACA/ARAF/FZD8/TWIST1/AKT1/ACTB/HGF/ARHGEF12 29 KEGG hsa05210 Colorectal cancer 11/1360 86/8135 0.8724 1 0.9104 RPS6KB2/TGFB1/BBC3/EGF/HRAS/CCND1/BAX/DDB2/ARAF/AKT1/BCL2 11 KEGG hsa05323 Rheumatoid arthritis 12/1360 93/8135 0.8734 1 0.9104 HLA-DMA/HLA-DPB1/TNF/HLA-DMB/ATP6V1F/HLA-DPA1/TGFB1/TLR4/TLR2/HLA-DRA/IL18/MMP1 12 KEGG hsa04921 Oxytocin signaling pathway 21/1360 154/8135 0.8755 1 0.9104 PPP1R12C/CACNB1/CACNA2D4/MAP2K5/PLCB1/PPP1CA/ACTG1/PLCB3/JMJD7-PLA2G4B/HRAS/CACNA2D3/KCNJ2/NPR2/CCND1/PRKCG/PRKACA/PRKAG3/GNAI2/CALML6/MYL6B/ACTB 21 KEGG hsa04913 Ovarian steroidogenesis 6/1360 51/8135 0.8763 1 0.9104 SCARB1/JMJD7-PLA2G4B/ACOT2/PRKACA/CYP1B1/AKR1C3 6 KEGG hsa04916 Melanogenesis 13/1360 101/8135 0.8832 1 0.9104 EDN1/CREB3/PLCB1/PLCB3/DVL2/HRAS/WNT10B/PRKCG/PRKACA/DVL1/FZD8/GNAI2/CALML6 13 KEGG hsa04370 VEGF signaling pathway 7/1360 59/8135 0.8846 1 0.9104 SH2D2A/JMJD7-PLA2G4B/HRAS/HSPB1/PRKCG/AKT1/MAPKAPK3 7 KEGG hsa04720 Long-term potentiation 8/1360 67/8135 0.8924 1 0.9104 PLCB1/PPP1CA/PLCB3/HRAS/PRKCG/PRKACA/ARAF/CALML6 8 KEGG hsa04070 Phosphatidylinositol signaling system 12/1360 97/8135 0.9059 1 0.9104 DGKH/DGKZ/PLCB1/PI4K2A/PLCB3/PLCD1/PIP5K1C/PRKCG/PPIP5K1/PTEN/CALML6/PI4KB 12 KEGG hsa04620 Toll-like receptor signaling pathway 13/1360 104/8135 0.906 1 0.9104 TLR5/MAP2K7/TNF/TAB1/IL12A/CXCL9/TLR4/TLR2/IRF5/CXCL11/RELA/IRAK1/AKT1 13 KEGG hsa05031 Amphetamine addiction 8/1360 69/8135 0.9099 1 0.9104 CREB3/SLC18A2/PPP1CA/SLC18A1/PRKCG/PRKACA/MAOA/CALML6 8 KEGG hsa04668 TNF signaling pathway 14/1360 112/8135 0.9128 1 0.9104 RPS6KA4/EDN1/PGAM5/CREB3/MAP2K7/TNF/TRAF2/TAB1/IL18R1/BAG4/RELA/MAP3K14/JUNB/AKT1 14 KEGG hsa04510 Focal adhesion 27/1360 201/8135 0.9161 1 0.9104 THBS1/ITGA2/PPP1R12C/PPP1CA/ITGA1/ITGA7/VEGFB/ITGB3/ACTG1/EGF/COL6A2/HRAS/PDGFB/PARVG/CCND1/VWF/PIP5K1C/PRKCG/FYN/PDGFC/LAMC1/PAK4/PTEN/AKT1/BCL2/ACTB/HGF 27 KEGG hsa05217 Basal cell carcinoma 7/1360 63/8135 0.9206 1 0.9104 DVL2/WNT10B/BAX/DDB2/DVL1/BMP4/FZD8 7 KEGG hsa04012 ErbB signaling pathway 10/1360 85/8135 0.9211 1 0.9104 EIF4EBP1/MAP2K7/RPS6KB2/CDKN1B/EGF/HRAS/PRKCG/PAK4/ARAF/AKT1 10 KEGG hsa04215 Apoptosis - multiple species 3/1360 32/8135 0.9218 1 0.9104 BBC3/BAX/BCL2 3 KEGG hsa04380 Osteoclast differentiation 16/1360 128/8135 0.9249 1 0.9104 LILRA4/MAP2K7/TNF/TRAF2/TGFB1/TAB1/ITGB3/SOCS1/SQSTM1/FCGR1A/FYN/CSF1R/RELA/MAP3K14/JUNB/AKT1 16 KEGG hsa04929 GnRH secretion 7/1360 64/8135 0.9279 1 0.9104 PLCB1/PLCB3/ARRB1/HRAS/PRKCG/AKT1/GPER1 7 KEGG hsa03440 Homologous recombination 4/1360 41/8135 0.9294 1 0.9104 POLD2/POLD4/BABAM1/RPA1 4 KEGG hsa04726 Serotonergic synapse 14/1360 115/8135 0.9301 1 0.9104 SLC18A2/PLCB1/CYP2D6/GNGT2/SLC18A1/PLCB3/JMJD7-PLA2G4B/HRAS/PRKCG/PRKACA/MAOA/ARAF/CYP2C8/GNAI2 14 KEGG hsa04621 NOD-like receptor signaling pathway 24/1360 184/8135 0.9304 1 0.9104 TXN2/ATG16L1/SUGT1/TNF/HSP90AB1/TRAF2/PLCB1/TAB1/TLR4/PKN1/PLCB3/SHARPIN/CASP5/IL18/AIM2/CARD9/NAIP/VDAC2/VDAC1/RELA/NFKBIB/TRPV2/PSTPIP1/BCL2 24 KEGG hsa05207 Chemical carcinogenesis - receptor activation 28/1360 212/8135 0.9343 1 0.9104 EIF4EBP1/EPHX1/KPNA2/PAQR7/AIP/CREB3/PTGES3/HSP90AB1/RPS6KB2/FGF18/EGF/KLF5/ARRB1/HRAS/KPNA6/KLF4/EPHX3/CCND1/PRKCG/PRKACA/MGST2/E2F1/RELA/GNAI2/RXRB/CYP1B1/AKT1/BCL2 28 KEGG hsa04979 Cholesterol metabolism 5/1360 50/8135 0.9374 1 0.9104 SCARB1/ABCA1/CETP/VDAC2/VDAC1 5 KEGG hsa04512 ECM-receptor interaction 10/1360 88/8135 0.939 1 0.9104 THBS1/ITGA2/GP5/ITGA1/ITGA7/ITGB3/SDC1/COL6A2/VWF/LAMC1 10 KEGG hsa04151 PI3K-Akt signaling pathway 49/1360 354/8135 0.9428 1 0.9104 EIF4EBP1/THBS1/G6PC3/ITGA2/CREB3/IL4R/HSP90AB1/CDC37/RPS6KB2/MLST8/FGF18/CDKN1B/ITGA1/ITGA7/GNGT2/TLR4/VEGFB/PKN1/ITGB3/EGF/EIF4E2/GYS1/COL6A2/PCK2/PPP2R1A/PRL/HRAS/CRTC2/NR4A1/TLR2/CDK4/PDGFB/IRS1/PPP2R5D/CCND1/VWF/PDGFC/LAMC1/TSC2/CSF1R/PTEN/MYB/PPP2R2D/RELA/EPHA2/PKN3/AKT1/BCL2/HGF 49 KEGG hsa04371 Apelin signaling pathway 17/1360 139/8135 0.9436 1 0.9104 RPS6KB2/PLCB1/HDAC4/GNGT2/RRAS/PLCB3/HRAS/TFAM/CCND1/PRKACA/MEF2D/NRF1/PRKAG3/GNAI2/MEF2B/CALML6/AKT1 17 KEGG hsa04022 cGMP-PKG signaling pathway 21/1360 167/8135 0.9443 1 0.9104 ADORA1/CREB3/SLC25A5/SLC25A6/PLCB1/PPP1CA/KCNMA1/PLCB3/ATP1A4/NPR2/IRS1/PDE3A/MEF2D/PDE5A/VDAC2/VDAC1/GNAI2/MEF2B/ATP1A3/CALML6/AKT1 21 KEGG hsa04310 Wnt signaling pathway 21/1360 167/8135 0.9443 1 0.9104 CTNNBIP1/CSNK2B/CSNK1E/SERPINF1/CTBP1/PLCB1/PORCN/CACYBP/PLCB3/DVL2/RUVBL1/ROR2/PPARD/WNT10B/CCND1/PRKCG/PRKACA/DVL1/FZD8/CUL1/DAAM2 21 KEGG hsa05417 Lipid and atherosclerosis 28/1360 215/8135 0.9448 1 0.9104 ARHGEF1/ABCA1/MAP2K7/TNF/HSP90AB1/TRAF2/PLCB1/XBP1/TAB1/IL12A/TLR4/PLCB3/HRAS/TLR2/CD40LG/DDIT3/BAX/IL18/POU2F2/MMP1/CYP2C8/RELA/IRAK1/RXRB/CALML6/AKT1/BCL2/AGER 28 KEGG hsa00430 Taurine and hypotaurine metabolism 1/1360 16/8135 0.9466 1 0.9104 GGT7 1 KEGG hsa04950 Maturity onset diabetes of the young 2/1360 26/8135 0.9468 1 0.9104 HHEX/GCK 2 KEGG hsa04935 Growth hormone synthesis, secretion and action 14/1360 119/8135 0.9486 1 0.9104 CREB3/PLCB1/SOCS1/PLCB3/SOCS2/HRAS/IRS1/PRKCG/PRKACA/SSTR2/GNAI2/JUNB/AKT1/IGFBP3 14 KEGG hsa00600 Sphingolipid metabolism 5/1360 52/8135 0.95 1 0.9104 HEXA/PSAP/CERS3/CERK/SMPD1 5 KEGG hsa05161 Hepatitis B 20/1360 162/8135 0.9511 1 0.9104 CCNA1/CREB3/MAP2K7/TNF/TGFB1/TAB1/TLR4/HRAS/TLR2/EGR2/PRKCG/BAX/E2F1/DDB2/DDB1/ARAF/RELA/IRAK1/AKT1/BCL2 20 KEGG hsa04140 Autophagy - animal 17/1360 141/8135 0.9512 1 0.9104 ATG4B/VAMP8/ATG14/ATG16L1/RPS6KB2/MLST8/AKT1S1/ATG4D/RRAS/HRAS/IRS1/SQSTM1/PRKACA/TSC2/PTEN/AKT1/BCL2 17 KEGG hsa04613 Neutrophil extracellular trap formation 24/1360 190/8135 0.9521 1 0.9104 CR1/SLC25A5/SLC25A6/PLCB1/HDAC8/HDAC4/TLR4/ITGB3/ACTG1/PLCB3/HDAC3/CR1L/HDAC10/TLR2/HDAC6/VWF/FCGR1A/PRKCG/VDAC2/VDAC1/RELA/AKT1/ACTB/AGER 24 KEGG hsa05133 Pertussis 8/1360 76/8135 0.9533 1 0.9104 TNF/IRF8/IL12A/TLR4/RELA/GNAI2/IRAK1/CALML6 8 KEGG hsa04810 Regulation of actin cytoskeleton 28/1360 218/8135 0.9539 1 0.9104 ARHGEF1/BAIAP2/ARPC5L/ITGA2/PPP1R12C/PFN1/PPP1CA/FGF18/ITGA1/ITGA7/ITGB3/ACTG1/EGF/RRAS/ARPC1A/HRAS/EZR/PDGFB/PIP5K1C/PDGFC/PAK4/ITGAE/ARAF/GIT1/BRK1/ACTB/LIMK2/ARHGEF12 28 KEGG hsa00512 Mucin type O-glycan biosynthesis 3/1360 36/8135 0.954 1 0.9104 GALNT14/GALNT11/ST6GALNAC4 3 KEGG hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 2/1360 27/8135 0.9543 1 0.9104 B4GALT3/B3GNT5 2 KEGG hsa04514 Cell adhesion molecules 18/1360 149/8135 0.9545 1 0.9104 HLA-DMA/HLA-DPB1/HLA-DMB/CD8B/HLA-DPA1/CD8A/CD99/SDC3/CD4/SDC1/ICAM2/MADCAM1/CD40LG/PTPRM/HLA-F/HLA-DRA/MAG/CLDN15 18 KEGG hsa00910 Nitrogen metabolism 1/1360 17/8135 0.9555 1 0.9104 CA12 1 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 7/1360 69/8135 0.9563 1 0.9104 GSTP1/EPHX1/CBR1/CYP2E1/MGST2/CYP2C8/CYP1B1 7 KEGG hsa02010 ABC transporters 4/1360 45/8135 0.9566 1 0.9104 ABCA1/ABCA13/ABCD4/ABCB7 4 KEGG hsa05100 Bacterial invasion of epithelial cells 8/1360 77/8135 0.9576 1 0.9104 MAD2L2/ARPC5L/CLTA/CLTB/ACTG1/ARPC1A/ACTB/DNM3 8 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 18/1360 150/8135 0.9577 1 0.9104 CACNB1/CREB3/CACNA2D4/PLCB1/PPP1CA/PLCB3/KCNE1/PPP2R1A/CACNA2D3/ATP1A4/PPP2R5D/PRKACA/PPP2R2D/GNAI2/ATP1A3/CALML6/AKT1/BCL2 18 KEGG hsa04926 Relaxin signaling pathway 15/1360 129/8135 0.9589 1 0.9104 EDN1/CREB3/MAP2K7/PLCB1/TGFB1/GNGT2/VEGFB/PLCB3/ARRB1/HRAS/PRKACA/MMP1/RELA/GNAI2/AKT1 15 KEGG hsa04610 Complement and coagulation cascades 9/1360 85/8135 0.9592 1 0.9104 C3AR1/SERPINF2/CR1/F5/CR1L/VWF/PROS1/F13A1/CD59 9 KEGG hsa03460 Fanconi anemia pathway 5/1360 54/8135 0.9603 1 0.9104 TELO2/ERCC1/REV1/FANCF/RPA1 5 KEGG hsa04970 Salivary secretion 10/1360 93/8135 0.961 1 0.9104 VAMP2/CST3/PLCB1/KCNMA1/PLCB3/ATP1A4/PRKCG/PRKACA/ATP1A3/CALML6 10 KEGG hsa04657 IL-17 signaling pathway 10/1360 94/8135 0.9644 1 0.9104 TRAF4/TNF/HSP90AB1/TRAF2/IL17RC/ELAVL1/IL17RE/MMP1/RELA/S100A7 10 KEGG hsa00982 Drug metabolism - cytochrome P450 7/1360 72/8135 0.9681 1 0.9104 GSTP1/CYP2D6/CYP2E1/ADH5/MGST2/MAOA/CYP2C8 7 KEGG hsa04923 Regulation of lipolysis in adipocytes 5/1360 56/8135 0.9686 1 0.9104 ADORA1/IRS1/PRKACA/GNAI2/AKT1 5 KEGG hsa05224 Breast cancer 17/1360 147/8135 0.969 1 0.9104 RPS6KB2/FGF18/EGF/DVL2/HRAS/CDK4/NOTCH4/WNT10B/CCND1/BAX/E2F1/DDB2/DVL1/ARAF/PTEN/FZD8/AKT1 17 KEGG hsa04927 Cortisol synthesis and secretion 6/1360 65/8135 0.9714 1 0.9104 SCARB1/CREB3/PLCB1/PLCB3/NR4A1/PRKACA 6 KEGG hsa04725 Cholinergic synapse 12/1360 113/8135 0.9752 1 0.9104 CREB3/PLCB1/GNGT2/PLCB3/HRAS/KCNJ2/PRKCG/FYN/PRKACA/GNAI2/AKT1/BCL2 12 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 10/1360 98/8135 0.9756 1 0.9104 PLCB1/PPP1CA/P2RY2/PLCB3/JMJD7-PLA2G4B/PRKCG/PRKACA/ASIC3/CALML6/TRPV2 10 KEGG hsa04925 Aldosterone synthesis and secretion 10/1360 98/8135 0.9756 1 0.9104 SCARB1/CREB3/PLCB1/PLCB3/NR4A1/ATP1A4/PRKCG/PRKACA/ATP1A3/CALML6 10 KEGG hsa05032 Morphine addiction 9/1360 91/8135 0.9773 1 0.9104 ADORA1/GNGT2/ARRB1/PRKCG/PDE3A/PRKACA/PDE1A/GRK4/GNAI2 9 KEGG hsa04724 Glutamatergic synapse 12/1360 114/8135 0.9774 1 0.9104 PLD2/PLCB1/DLG4/GNGT2/PLCB3/JMJD7-PLA2G4B/PRKCG/PRKACA/GRM2/GNAI2/GLS2/SLC1A3 12 KEGG hsa04664 Fc epsilon RI signaling pathway 6/1360 68/8135 0.9797 1 0.9104 MAP2K7/TNF/JMJD7-PLA2G4B/HRAS/FYN/AKT1 6 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 10/1360 100/8135 0.9799 1 0.9104 XCL2/TNF/CXCL9/IL10RA/IL18R1/IL18/CXCL11/XCL1/CSF1R/CXCL13 10 KEGG hsa04915 Estrogen signaling pathway 15/1360 138/8135 0.9803 1 0.9104 CREB3/FKBP5/HSP90AB1/FKBP4/PLCB1/KRT10/PLCB3/HRAS/KRT18/PRKACA/GNAI2/CALML6/AKT1/BCL2/GPER1 15 KEGG hsa04974 Protein digestion and absorption 10/1360 103/8135 0.9851 1 0.9104 COL5A1/SLC3A2/COL6A2/COL11A2/SLC1A5/COL18A1/ATP1A4/COL26A1/COL17A1/ATP1A3 10 KEGG hsa05202 Transcriptional misregulation in cancer 22/1360 193/8135 0.9856 1 0.9104 MEN1/CCNA1/ASPSCR1/HHEX/SPINT1/CDKN1B/ID2/CDK14/PRCC/CDK9/IL1R2/DDIT3/FCGR1A/BAX/DDB2/SS18L1/BAIAP3/CSF1R/RELA/RXRB/EWSR1/IGFBP3 22 KEGG hsa05150 Staphylococcus aureus infection 9/1360 96/8135 0.9864 1 0.9104 C3AR1/HLA-DMA/HLA-DPB1/HLA-DMB/HLA-DPA1/KRT10/KRT18/FCGR1A/HLA-DRA 9 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 15/1360 143/8135 0.9873 1 0.9104 ID3/PCGF1/ID2/DVL2/PCGF6/HRAS/KLF4/WNT10B/DVL1/BMP4/PCGF3/FZD8/ID1/INHBB/AKT1 15 KEGG hsa04977 Vitamin digestion and absorption 1/1360 24/8135 0.9877 1 0.9104 SCARB1 1 KEGG hsa05163 Human cytomegalovirus infection 26/1360 225/8135 0.9888 1 0.9104 EIF4EBP1/ARHGEF1/CREB3/CALR/TNF/RPS6KB2/TRAF2/PLCB1/GNGT2/ITGB3/PLCB3/IL10RA/HRAS/CDK4/CCND1/PRKCG/HLA-F/PRKACA/BAX/E2F1/TSC2/RELA/GNAI2/CALML6/AKT1/ARHGEF12 26 KEGG hsa04662 B cell receptor signaling pathway 7/1360 82/8135 0.9894 1 0.9104 LILRA4/CD81/NFKBIE/HRAS/RELA/NFKBIB/AKT1 7 KEGG hsa04912 GnRH signaling pathway 8/1360 93/8135 0.9922 1 0.9104 PLD2/MAP2K7/PLCB1/PLCB3/JMJD7-PLA2G4B/HRAS/PRKACA/CALML6 8 KEGG hsa04966 Collecting duct acid secretion 1/1360 27/8135 0.9929 1 0.9104 ATP6V1F 1 KEGG hsa04742 Taste transduction 7/1360 86/8135 0.9934 1 0.9104 PLCB1/SCN9A/P2RY1/PLCB3/PRKACA/PDE1A/TAS2R3 7 KEGG hsa04360 Axon guidance 19/1360 182/8135 0.9942 1 0.9104 PLXNA4/SEMA3G/EFNB1/RRAS/PLXNB3/HRAS/SRGAP1/ABLIM2/ROBO3/CDK5/SEMA4C/FYN/PARD3/PAK4/SEMA6B/GNAI2/EPHA2/LIMK2/ARHGEF12 19 KEGG hsa04713 Circadian entrainment 8/1360 97/8135 0.9951 1 0.9104 RASD1/PLCB1/GNGT2/PLCB3/PRKCG/PRKACA/GNAI2/CALML6 8 KEGG hsa05168 Herpes simplex virus 1 infection 63/1360 495/8135 0.9952 1 0.9104 EIF4EBP1/ZNF34/ALYREF/CD74/HLA-DMA/HLA-DPB1/CALR/EIF2B4/TNF/HLA-DMB/ZNF124/EIF2B1/ZNF256/ZNF205/HLA-DPA1/TRAF2/ZNF284/PPP1CA/ZNF331/ZNF548/TAB1/IL12A/ZNF785/ITGB3/ZFP69/PILRB/ZNF74/ZNF777/ZNF184/TLR2/ZNF14/ZNF627/ZNF211/HLA-F/HLA-DRA/ZNF599/ZNF251/ZNF671/ZNF570/BAX/SRSF2/CARD9/ZNF3/ZNF529/ZNF773/TSC2/SRSF9/CFP/POU2F2/ZNF766/ZNF534/ZNF688/EIF2AK2/ZNF233/RELA/IRAK1/ZNF749/EIF2B3/ZFP37/ZNF700/AKT1/BCL2/ZNF717 63 KEGG hsa04976 Bile secretion 7/1360 89/8135 0.9954 1 0.9104 EPHX1/SCARB1/SCT/ATP1A4/PRKACA/SLC51A/ATP1A3 7 KEGG hsa04114 Oocyte meiosis 12/1360 131/8135 0.9957 1 0.9104 MAD2L2/ANAPC11/ANAPC2/PPP1CA/CPEB3/MAD1L1/PPP2R1A/PPP2R5D/ANAPC15/PRKACA/CUL1/CALML6 12 KEGG hsa04650 Natural killer cell mediated cytotoxicity 12/1360 131/8135 0.9957 1 0.9104 HCST/TNF/ICAM2/HRAS/ZAP70/NCR3/PRKCG/CD244/FYN/ARAF/CD48/SH2D1A 12 KEGG hsa04014 Ras signaling pathway 25/1360 232/8135 0.9963 1 0.9104 PLD2/RASAL3/FGF18/GNGT2/VEGFB/EGF/RRAS/ARF6/JMJD7-PLA2G4B/HRAS/PDGFB/RASGRP2/ZAP70/PRKCG/PRKACA/PDGFC/PAK4/PLA2G5/CSF1R/RIN1/RELA/CALML6/EPHA2/AKT1/HGF 25 KEGG hsa04972 Pancreatic secretion 8/1360 102/8135 0.9972 1 0.9104 SCT/PLCB1/KCNMA1/PLCB3/ATP1A4/PRKCG/PLA2G5/ATP1A3 8 KEGG hsa00970 Aminoacyl-tRNA biosynthesis 4/1360 66/8135 0.9974 1 0.9104 PSTK/FARSA/TARS2/SARS2 4 KEGG hsa04062 Chemokine signaling pathway 19/1360 192/8135 0.9976 1 0.9104 XCL2/PLCB1/CXCL9/GNGT2/PLCB3/ARRB1/HRAS/RASGRP2/PARD3/PRKACA/CXCL11/GRK4/XCL1/CXCL13/RELA/GNAI2/NFKBIB/AKT1/GSK3A 19 KEGG hsa04630 JAK-STAT signaling pathway 15/1360 162/8135 0.9979 1 0.9104 IL4R/PIAS4/IL27RA/IL12A/SOCS1/EGF/IL10RA/SOCS2/PRL/HRAS/PDGFB/CCND1/IL21R/AKT1/BCL2 15 KEGG hsa04020 Calcium signaling pathway 25/1360 240/8135 0.9981 1 0.9104 CACNA1E/SLC25A5/PHKG2/SLC25A6/PLCB1/FGF18/VEGFB/EGF/PLCB3/PLCD1/ORAI2/PDGFB/PRKCG/PRKACA/PDGFC/ASPH/GNAL/PDE1A/TPCN1/LTB4R2/VDAC2/VDAC1/MCOLN3/CALML6/HGF 25 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 4/1360 70/8135 0.9985 1 0.9104 ATP6V1F/GIT1/RELA/MAP3K14 4 KEGG hsa05034 Alcoholism 17/1360 187/8135 0.9991 1 0.9104 CREB3/SLC18A2/HDAC8/PPP1CA/HDAC4/GNGT2/SLC18A1/HDAC3/HRAS/SLC29A3/HDAC10/HDAC6/PRKACA/MAOA/ARAF/GNAI2/CALML6 17 KEGG hsa04060 Cytokine-cytokine receptor interaction 31/1360 295/8135 0.9992 1 0.9104 CLCF1/IL4R/XCL2/TNF/TNFSF9/EDA/IL27RA/TGFB1/IL12A/CXCL9/IL17RC/CD4/IL10RA/PRL/IL18R1/CD40LG/IL32/IL1R2/TNFRSF25/IL18/TNFSF12/CXCL11/IL17RE/BMP4/XCL1/CSF1R/IL21R/CXCL13/TNFRSF21/INHBB/IL1RN 31 KEGG hsa04670 Leukocyte transendothelial migration 8/1360 114/8135 0.9994 1 0.9104 CD99/ACTG1/CTNND1/EZR/PRKCG/GNAI2/ACTB/CLDN15 8 KEGG hsa04727 GABAergic synapse 5/1360 89/8135 0.9996 1 0.9104 GNGT2/PRKCG/PRKACA/GNAI2/GLS2 5 KEGG hsa05322 Systemic lupus erythematosus 10/1360 136/8135 0.9996 1 0.9104 HLA-DMA/SNRPB/HLA-DPB1/TNF/HLA-DMB/HLA-DPA1/CD40LG/FCGR1A/HLA-DRA/SNRPD1 10 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 16/1360 194/8135 0.9998 1 0.9104 ATG14/MAP2K7/UBA52/TRAF2/GNGT2/HRAS/CDK4/PDGFB/CCND1/HLA-F/BAX/E2F1/EIF2AK2/RELA/CALML6/AKT1 16 KEGG hsa04024 cAMP signaling pathway 19/1360 221/8135 0.9999 1 0.9104 ADORA1/EDN1/PLD2/CREB3/PPP1CA/RRAS/ATP1A4/ACOX3/HCAR2/PDE3A/PRKACA/SUCNR1/HCAR3/SSTR2/RELA/GNAI2/ATP1A3/CALML6/AKT1 19 KEGG hsa05206 MicroRNAs in cancer 27/1360 310/8135 1 1 0.9104 THBS1/UBE2I/SOX4/FSCN1/HMOX1/CDKN1B/BMF/HDAC4/ITGB3/SOCS1/HRAS/CDC25B/DNMT1/EZR/CYP24A1/PDGFB/NOTCH4/IRS1/CCND1/PRKCG/SPRY2/PAK4/E2F1/PTEN/GLS2/CYP1B1/BCL2 27 KEGG hsa04080 Neuroactive ligand-receptor interaction 21/1360 353/8135 1 1 0.9104 ADORA1/C3AR1/EDN1/SCT/PTGIR/GPR35/S1PR5/NMB/ADM2/P2RY2/P2RY1/PRL/GZMA/PARD3/SSTR2/NMUR1/AVPR2/LTB4R2/GRM2/THRA/AVP 21 KEGG hsa04740 Olfactory transduction 7/1360 440/8135 1 1 0.9104 ARRB1/PRKACA/GNAL/PDE1A/NCALD/CALML6/OR52N2 7