ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa05168 Herpes simplex virus 1 infection 160/1562 495/8135 4.857e-13 1.617e-10 1.457e-10 ZFP69/NFKBIA/ZNF420/ZNF559/ZNF860/SOCS3/ZNF354B/ZNF253/ZNF124/ZNF596/ZNF792/ZNF181/ZNF25/ZNF425/ZNF786/ZNF226/ZNF470/ZNF569/ZNF799/ZNF343/DAXX/ZNF514/ZNF382/ZNF705D/ZNF415/OAS1/ZNF233/OAS2/SRSF3/ZNF670/ZNF605/ZNF41/ZNF573/RHEB/ZNF320/ZNF2/ZNF613/ZNF630/ZNF780B/SRSF1/ZNF74/ZNF544/ZNF419/HLA-B/ZNF248/ZNF768/ZNF772/ZSCAN32/ZNF674/ZNF404/TLR9/ZNF302/NFKB1/ZNF534/AKT3/HLA-DOB/ZNF416/ZNF585B/ZNF578/ZNF234/ZNF701/POU2F2/ZNF33B/SRSF6/ZNF684/ZIK1/ZNF765/ZNF566/ZNF443/ZNF235/ZNF658/ZNF607/HLA-DRA/ZNF311/DDX58/ZNF324/ZNF200/ZNF519/ZNF721/ZNF229/HLA-DOA/ZNF540/ZNF141/ZNF100/ZNF30/HLA-DMB/ZNF570/HLA-DPA1/IKBKB/ZFP1/ZNF418/PIK3CD/ZNF568/ZNF558/ZNF549/ZNF354A/ZNF12/ZNF676/ZNF813/RNASEL/TRAF6/ZNF317/PIK3CA/HLA-E/ZNF337/IRF3/ZNF680/ZNF585A/BIRC3/ZNF606/ZNF230/ZNF99/TRAF5/HLA-A/ZNF616/ZNF250/TRADD/ALYREF/ZNF675/ZNF816/MAVS/ZNF398/TSC1/ZNF169/ZNF552/PPP1CA/ZNF93/IKBKE/TAP1/HLA-F/ZNF718/ZNF107/ZNF225/ZNF275/ZNF175/IFNA1/ZNF227/HLA-DPB1/ZNF37A/ZNF331/ZNF208/ZNF221/ZFP90/ZNF473/ZNF528/ZNF17/ZNF808/ZNF773/ZNF619/ZNF623/ZNF782/ZNF543/ZNF556/EIF2S1/STAT2/ZNF441/ZNF550/ZNF160/ZNF479/HLA-DQA1 160 KEGG hsa05169 Epstein-Barr virus infection 65/1562 202/8135 6.092e-06 0.001014 0.0009137 NFKBIA/CDKN1A/TNFAIP3/GADD45B/OAS1/OAS2/NFKBIB/BCL2L11/CIR1/HLA-B/NFKBIE/NFKB1/AKT3/HLA-DOB/NEDD4/MAP2K6/HDAC1/PSMD4/HLA-DRA/CCND1/HDAC2/CR2/HES1/DDX58/PLCG2/MDM2/POLK/ENTPD1/RIPK1/HLA-DOA/HLA-DMB/MAPK8/JUN/HLA-DPA1/IKBKB/PIK3CD/RELB/PSMC2/TRAF6/PIK3CA/HLA-E/IRF3/CDK4/TRAF5/HLA-A/CD44/TRADD/BTK/CCND3/MAVS/IKBKE/TAP1/HLA-F/SIN3A/IFNA1/HLA-DPB1/CD19/LYN/BLNK/RBPJ/CD40/STAT2/CCNA2/PSMD7/HLA-DQA1 65 KEGG hsa04662 B cell receptor signaling pathway 30/1562 82/8135 0.0001619 0.01797 0.01619 NFKBIA/RAC2/PTPN6/FOS/NFKBIB/LILRA4/CD79B/NFKBIE/NFKB1/AKT3/DAPP1/INPP5D/CR2/PLCG2/JUN/IKBKB/PIK3CD/PIK3CA/CD81/MAPK1/FCGR2B/BTK/GRB2/CD19/LYN/NFATC2/VAV2/BLNK/LILRB1/CD72 30 KEGG hsa04146 Peroxisome 29/1562 82/8135 0.0004026 0.03181 0.02866 SOD2/HMGCL/HSD17B4/PXMP4/DAO/PRDX1/MPV17/MLYCD/CAT/PMVK/PEX5L/ECI2/IDH1/SOD1/PEX6/ACOX3/ACSL5/XDH/PEX11B/EPHX2/MPV17L/NUDT12/GNPAT/ACSL6/ABCD4/PEX10/DHRS4/SLC25A17/PIPOX 29 KEGG hsa05162 Measles 43/1562 139/8135 0.0005702 0.03181 0.02866 NFKBIA/TNFAIP3/FOS/HSPA8/BBC3/OAS1/HSPA1B/OAS2/HSPA1A/IL2RG/CSNK2A1/NFKBIB/TLR9/NFKB1/IL2RA/AKT3/RAB9B/CCND1/STAT5B/DDX58/MX1/TP73/SLAMF1/MAPK8/JUN/IKBKB/PIK3CD/TRAF6/PIK3CA/IRF3/FCGR2B/CDK4/TRADD/CCND3/EIF3H/MAVS/CSNK2A3/IKBKE/IFNA1/HSPA1L/MX2/EIF2S1/STAT2 43 KEGG hsa00020 Citrate cycle (TCA cycle) 14/1562 30/8135 0.0005732 0.03181 0.02866 SDHD/SDHA/MDH1/FH/PDHB/IDH1/PCK2/SUCLG2/DLAT/SDHC/PDHA1/SDHB/SUCLG1/DLST 14 KEGG hsa04140 Autophagy - animal 42/1562 141/8135 0.001517 0.07215 0.065 HIF1A/IRS2/PPP2CA/ATG2A/HMGB1/RHEB/ATG12/ATG4A/VAMP8/AKT3/ATG10/C9orf72/GABARAPL1/RB1CC1/ATG13/MAP1LC3B/RAB39B/SQSTM1/RAB1A/ATG4C/MAPK8/PIK3CD/DDIT4/GABARAPL2/TRAF6/PIK3CA/ATG9A/MAPK1/PRKACB/RAB7A/MTMR4/ULK1/TSC1/TP53INP2/PTEN/IRS1/ATG7/RAB8A/PRKCD/EIF2S1/STK11/STX17 42 KEGG hsa04145 Phagosome 44/1562 152/8135 0.002216 0.08607 0.07754 M6PR/CORO1A/ATP6V0E1/TUBB2A/ATP6V1B1/ATP6V1D/EEA1/CYBA/HLA-B/ACTG1/TUBB4A/TUBB2B/HLA-DOB/STX7/MRC1/TUBB4B/HLA-DRA/NCF1/RAB5B/HLA-DOA/HLA-DMB/ATP6V1G3/HLA-DPA1/SEC22B/ATP6V1G1/HLA-E/SEC61G/DYNC1I2/ATP6V1F/NCF4/FCGR2B/RAB7A/ATP6V1A/HLA-A/SEC61A2/DYNC1I1/TAP1/HLA-F/HLA-DPB1/C1R/RAB5C/COLEC11/MSR1/HLA-DQA1 44 KEGG hsa00280 Valine, leucine and isoleucine degradation 18/1562 48/8135 0.002326 0.08607 0.07754 HIBCH/HMGCL/DBT/IVD/ACADSB/HIBADH/AUH/ACAD8/ACADM/ALDH7A1/BCAT2/MCEE/HADHB/ACAT1/HADH/BCKDHB/ALDH3A2/ALDH1B1 18 KEGG hsa05132 Salmonella infection 66/1562 249/8135 0.002613 0.08701 0.07839 NFKBIA/CDC42/KIF5C/FOS/M6PR/TUBB2A/MYL12A/PTPRC/ARF1/CASP4/ARPC3/TNFSF10/ACTG1/TUBB4A/TLR9/ACBD3/NFKB1/TUBB2B/AKT3/PIK3C2G/RAB9B/MAP2K6/ARPC5/KIF5A/DYNLL2/PLEKHM2/MYL12B/TUBB4B/ACTR2/RIPK2/RHOG/RIPK1/CTNNB1/RAB5B/MAPK8/JUN/IKBKB/PIK3CD/TRAF6/PIK3CA/DYNC1I2/MAPK1/BIRC3/DYNLT1/ROCK2/CASP1/BRK1/RAB7A/TRADD/HSP90B1/GSDMD/EXOC2/DYNLL1/DYNC1I1/ACTR3B/SNX9/KIF5B/HSP90AB1/RAB5C/FYCO1/LY96/DCTN6/RHOJ/HSP90AA1/MYL7/VPS33A 66 KEGG hsa03410 Base excision repair 13/1562 33/8135 0.005647 0.1584 0.1427 POLD3/UNG/HMGB1/MBD4/OGG1/APEX2/PARP1/POLD4/PCNA/POLL/NTHL1/APEX1/SMUG1 13 KEGG hsa04659 Th17 cell differentiation 32/1562 108/8135 0.005707 0.1584 0.1427 NFKBIA/HIF1A/IL6ST/FOS/IL2RG/NFKBIB/NFKBIE/NFKB1/IL2RA/HLA-DOB/STAT6/HLA-DRA/STAT5B/HLA-DOA/HLA-DMB/MAPK8/JUN/HLA-DPA1/IKBKB/RXRB/RARA/AHR/MAPK1/HLA-DPB1/HSP90AB1/SMAD3/NFATC2/TBX21/HSP90AA1/SMAD2/EBI3/HLA-DQA1 32 KEGG hsa05014 Amyotrophic lateral sclerosis 89/1562 364/8135 0.006703 0.1717 0.1547 PSMA8/NXT1/HSPA5/DDIT3/KIF5C/ATF4/UQCRFS1/ERBB4/DAXX/TUBB2A/UQCR10/ATG2A/SDHD/SRSF3/COX4I1/NUP210L/NUP43/NDUFB3/ACTG1/NEFL/TUBB4A/SDHA/DNAI2/DNAL4/TUBB2B/MAP2K6/RANBP2/XBP1/KIF5A/CAT/C9orf72/NDUFA8/RB1CC1/NDUFS2/NRG3/DNAH5/NDUFB1/ATG13/ATXN2/PSMD4/TUBB4B/SOD1/NDUFB5/HNRNPA2B1/MAP1LC3B/RAB39B/SQSTM1/NUP37/MATR3/RAB1A/CYC1/NUP153/PSMA7/SDHC/PSMC2/PSMB2/CASP1/NRG4/ALYREF/VAPB/COX7C/ULK1/DNAL1/NEFH/CASP12/DNAH2/DNAH10/ANXA7/CCS/DNAH9/GRIA2/NEFM/COX6B2/SDHB/KIF5B/HNRNPA1/PSMA3/COX7A2L/NDUFA7/RAB8A/DNAH6/HNRNPA1L2/DCTN6/DNAH3/UBQLN4/EIF2S1/NDUFA12/MAP3K5/PSMD7 89 KEGG hsa05166 Human T-cell leukemia virus 1 infection 57/1562 222/8135 0.009936 0.23 0.2072 NFKBIA/CDKN1A/ATF4/FOS/TGFB3/ANAPC16/ZFP36/CHEK2/CREB3L4/VDAC3/ANAPC15/VDAC2/IL2RG/TLN2/HLA-B/NFKB1/IL2RA/AKT3/HLA-DOB/ETS1/FDPS/HLA-DRA/CCND1/RANBP1/STAT5B/CDC26/HLA-DOA/HLA-DMB/MAPK8/JUN/HLA-DPA1/IKBKB/PIK3CD/RELB/PIK3CA/HLA-E/MAPK1/PRKACB/CDK4/HLA-A/CCND3/ANAPC7/HLA-F/PTEN/CDC23/HLA-DPB1/ADCY2/SMAD3/NFATC2/SRF/CD40/CRTC1/SMAD2/EP300/ELK4/CCNA2/HLA-DQA1 57 KEGG hsa03018 RNA degradation 24/1562 79/8135 0.01116 0.23 0.2072 BTG3/DCP1A/HSPA9/CNOT7/EXOSC6/DCP1B/PABPC4/EXOSC1/PABPC1/TOB2/EXOSC2/ENO4/BTG1/LSM6/DIS3L/EXOSC5/DDX6/LSM2/PFKL/WDR61/PABPC3/EXOSC3/LSM5/DCPS 24 KEGG hsa00620 Pyruvate metabolism 16/1562 47/8135 0.01151 0.23 0.2072 LDHB/MDH1/FH/PDHB/ADH6/PCK2/ACSS1/DLAT/ALDH7A1/PDHA1/ACYP1/GLO1/GRHPR/ACAT1/ALDH3A2/ALDH1B1 16 KEGG hsa00330 Arginine and proline metabolism 17/1562 51/8135 0.01174 0.23 0.2072 SAT1/ALDH4A1/DAO/ODC1/ALDH18A1/MAOB/ALDH7A1/GATM/GOT2/L3HYPDH/PYCR2/MAOA/CNDP2/CKMT1A/ALDH3A2/ALDH1B1/ARG2 17 KEGG hsa05220 Chronic myeloid leukemia 23/1562 76/8135 0.01344 0.2486 0.224 NFKBIA/CDKN1A/GADD45B/TGFB3/NFKB1/AKT3/MECOM/HDAC1/CCND1/HDAC2/STAT5B/MDM2/POLK/SHC3/IKBKB/PIK3CD/CRK/PIK3CA/MAPK1/CTBP1/CDK4/GRB2/SMAD3 23 KEGG hsa02010 ABC transporters 15/1562 45/8135 0.01737 0.2919 0.2629 ABCB11/ABCB7/ABCC9/ABCA12/ABCC5/ABCA4/ABCC11/ABCA10/ABCB5/TAP1/ABCB6/ABCA1/ABCG2/ABCA13/ABCD4 15 KEGG hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 10/1562 26/8135 0.01753 0.2919 0.2629 PIGM/PIGN/PIGA/PIGF/PIGV/GPLD1/PIGU/PIGB/DPM2/PIGO 10 KEGG hsa04621 NOD-like receptor signaling pathway 47/1562 184/8135 0.01972 0.2959 0.2665 NFKBIA/TNFAIP3/NAMPT/VDAC3/OAS1/OAS2/VDAC2/NFKBIB/CASP4/CYBA/ATG12/BRCC3/NFKB1/GABARAPL1/MAP1LC3B/IFI16/RIPK2/RIPK1/NLRX1/MAPK8/JUN/IKBKB/TRPV2/SUGT1/AIM2/GABARAPL2/RNASEL/TRAF6/IRF3/ANTXR1/MAPK1/BIRC3/TXNIP/CASP1/TRAF5/MAVS/GSDMD/CASP12/IKBKE/DHX33/IFNA1/HSP90AB1/PRKCD/HSP90AA1/STAT2/GPRC6A/NEK7 47 KEGG hsa04141 Protein processing in endoplasmic reticulum 44/1562 171/8135 0.02081 0.2959 0.2665 HSPA5/UBE2D3/DDIT3/ATF4/HSPA8/HERPUD1/HSPA1B/HSPA1A/PPP1R15A/CAPN1/UBE2D2/XBP1/ERP29/DERL2/HSPA4L/UBE2J2/SAR1A/MAPK8/DAD1/HSPH1/DNAJB11/RNF5/SEC61G/HYOU1/EDEM3/HSP90B1/PREB/FBXO2/CASP12/SVIP/SEC61A2/UBXN8/HSP90AB1/HSPA1L/ATXN3/SEL1L/DNAJC5B/SEC24C/UBQLN4/SEC62/HSP90AA1/EIF2S1/SSR4/MAP3K5 44 KEGG hsa04068 FoxO signaling pathway 35/1562 131/8135 0.0213 0.2959 0.2665 CDKN1A/IRS2/GADD45B/TGFB3/SOD2/KLF2/PRMT1/BCL2L11/ATG12/S1PR4/TNFSF10/AKT3/BCL6/CAT/GABARAPL1/SETD7/CCND1/MDM2/PCK2/INSR/MAPK8/IKBKB/PIK3CD/GABARAPL2/NLK/PIK3CA/MAPK1/SGK1/FOXG1/PTEN/GRB2/IRS1/SMAD3/EP300/STK11 35 KEGG hsa04930 Type II diabetes mellitus 15/1562 46/8135 0.02132 0.2959 0.2665 SOCS3/IRS2/CACNA1B/CACNA1A/CACNA1C/INSR/MAPK8/CACNA1G/IKBKB/PIK3CD/PIK3CA/MAPK1/IRS1/PRKCD/ADIPOQ 15 KEGG hsa04210 Apoptosis 36/1562 136/8135 0.02267 0.297 0.2676 NFKBIA/PMAIP1/DDIT3/ATF4/FOS/GADD45B/BBC3/DAXX/CASP2/CAPN1/BCL2L11/TNFSF10/ACTG1/NFKB1/AKT3/CASP10/RIPK1/MAPK8/JUN/IKBKB/CTSC/PIK3CD/HTRA2/PARP1/PIK3CA/MAPK1/BIRC3/TRADD/CTSO/CASP12/AIFM1/SPTAN1/EIF2S1/CASP6/MAP3K5/ENDOG 36 KEGG hsa03250 Viral life cycle - HIV-1 19/1562 63/8135 0.02416 0.297 0.2676 ELL2/APOBEC3F/CXCR4/RANBP2/TRIM5/CHMP4A/APOBEC3C/BICD2/MX1/PSIP1/NUP153/BICD1/APOBEC3G/SERINC3/APOBEC3D/ELL3/PDCD6IP/MX2/EP300 19 KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 55/1562 223/8135 0.02446 0.297 0.2676 NFKBIA/HIF1A/FOS/UQCRFS1/SOD2/UQCR10/VDAC3/SDHD/COX4I1/VDAC2/NDUFB3/CYBA/NQO1/SDHA/NFKB1/AKT3/CAT/NDUFA8/GSTM5/NDUFS2/PPIF/NDUFB1/SOD1/NDUFB5/NCF1/GSTT1/CYC1/MAPK8/PRKD1/KEAP1/JUN/IKBKB/PIK3CD/SDHC/PIK3CA/AHR/MAPK1/CBR1/COX7C/EPHX2/ARNT/PTEN/COX6B2/GRB2/SDHB/PLD1/CYP2F1/GSTA1/COX7A2L/GSTM4/NDUFA7/PRKCD/PRKD3/NDUFA12/MAP3K5 55 KEGG hsa04380 Osteoclast differentiation 34/1562 128/8135 0.02498 0.297 0.2676 NFKBIA/JUNB/SOCS3/FOS/CYLD/LILRA4/CYBA/NFKB1/CALCR/AKT3/MAP2K6/JUND/ACP5/PLCG2/SQSTM1/NCF1/FOSL2/MAPK8/JUN/IKBKB/PIK3CD/RELB/FOSB/TRAF6/PIK3CA/NCF4/MAPK1/FCGR2B/BTK/GRB2/NFATC2/BLNK/LILRB1/STAT2 34 KEGG hsa04137 Mitophagy - animal 21/1562 72/8135 0.02659 0.3054 0.2751 HIF1A/UBC/TFEB/ATF4/CSNK2A1/USP30/GABARAPL1/MAP1LC3B/TOMM7/SQSTM1/MAPK8/JUN/NBR1/GABARAPL2/ATG9A/RAB7A/ULK1/BNIP3L/CSNK2A3/RHOT1/FUNDC1 21 KEGG hsa05130 Pathogenic Escherichia coli infection 49/1562 197/8135 0.02801 0.3109 0.2801 NLRP4/NFKBIA/GNA13/CDC42/PTPN6/FOS/LPAR5/TUBB2A/NFKBIB/ARF1/CASP4/ARPC3/TNFSF10/ACTG1/TUBB4A/MYH10/NFKB1/TUBB2B/ARPC5/WIPF3/CLDN11/WIPF1/ARHGEF2/MYO1H/HCLS1/TUBB4B/ACTR2/RIPK1/RAB1A/MAPK8/JUN/IKBKB/PAK2/MYO1G/TRAF6/MAPK1/CLDN19/MYO5B/ROCK2/CASP1/BRK1/ABCF2/TRADD/CLDN7/LPAR4/GNA12/ACTR3B/MYH11/SEC24C 49 KEGG hsa00640 Propanoate metabolism 11/1562 32/8135 0.03109 0.3112 0.2803 HIBCH/LDHB/MLYCD/DBT/ECHDC1/ACSS1/SUCLG2/ACOX3/MCEE/SUCLG1/BCKDHB 11 KEGG hsa04136 Autophagy - other 11/1562 32/8135 0.03109 0.3112 0.2803 PPP2CA/ATG2A/ATG12/ATG4A/ATG10/GABARAPL1/ATG13/ATG4C/GABARAPL2/ATG9A/ATG7 11 KEGG hsa03030 DNA replication 12/1562 36/8135 0.03163 0.3112 0.2803 POLD3/DNA2/MCM3/RNASEH2B/RPA2/RNASEH2C/RFC2/RNASEH2A/RNASEH1/POLD4/PRIM1/PCNA 12 KEGG hsa00260 Glycine, serine and threonine metabolism 13/1562 40/8135 0.03177 0.3112 0.2803 DAO/ALAS1/SHMT2/MAOB/DMGDH/ALDH7A1/GATM/PGAM2/GRHPR/BPGM/MAOA/PHGDH/PIPOX 13 KEGG hsa04612 Antigen processing and presentation 22/1562 78/8135 0.03404 0.3162 0.2848 HSPA5/HSPA8/HSPA1B/HSPA1A/HLA-B/HLA-DOB/RFXAP/HLA-DRA/HLA-DOA/HLA-DMB/HLA-DPA1/HLA-E/HLA-A/NFYC/TAP1/HLA-F/HLA-DPB1/HSP90AB1/HSPA1L/HSP90AA1/KIR3DL3/HLA-DQA1 22 KEGG hsa04144 Endocytosis 60/1562 251/8135 0.03536 0.3162 0.2848 CDC42/KIF5C/HSPA8/FGFR2/SNX1/RAB10/HSPA1B/HSPA1A/IL2RG/IST1/ARF1/ARPC3/EEA1/HLA-B/VPS36/EPN2/SNX2/IL2RA/CXCR4/NEDD4/ARPC5/WIPF3/KIF5A/WIPF1/VPS45/SNX6/CHMP4A/EPS15/STAM2/CAPZA1/SMURF1/ACTR2/SNX3/MDM2/PIP5K1A/RAB5B/BIN1/RUFY2/TRAF6/GRK6/HLA-E/STAMBP/RAB7A/EHD3/HLA-A/ACTR3B/HLA-F/PLD1/PDCD6IP/KIF5B/HSPA1L/SMAD3/RAB5C/VPS35/VTA1/RAB8A/RAB11A/SMAD2/CAPZB/AMPH 60 KEGG hsa05320 Autoimmune thyroid disease 16/1562 53/8135 0.03634 0.3162 0.2848 TSHB/CGA/HLA-B/HLA-DOB/HLA-DRA/HLA-DOA/HLA-DMB/HLA-DPA1/HLA-E/HLA-A/HLA-F/IFNA1/HLA-DPB1/TPO/CD40/HLA-DQA1 16 KEGG hsa04622 RIG-I-like receptor signaling pathway 20/1562 70/8135 0.03693 0.3162 0.2848 NFKBIA/DDX3X/DHX58/CYLD/NFKBIB/ATG12/NFKB1/CASP10/DDX58/RIPK1/NLRX1/MAPK8/IKBKB/TRAF6/RNF125/IRF3/TRADD/MAVS/IKBKE/IFNA1 20 KEGG hsa04672 Intestinal immune network for IgA production 15/1562 49/8135 0.03726 0.3162 0.2848 ICOSLG/HLA-DOB/AICDA/CXCR4/HLA-DRA/ITGA4/HLA-DOA/HLA-DMB/HLA-DPA1/ITGB7/HLA-DPB1/MADCAM1/CCR9/CD40/HLA-DQA1 15 KEGG hsa03440 Homologous recombination 13/1562 41/8135 0.03861 0.3162 0.2848 POLD3/BRCC3/PALB2/RAD54L/RPA2/RAD51D/POLD4/BRIP1/BARD1/RAD51C/XRCC2/MUS81/RAD54B 13 KEGG hsa04932 Non-alcoholic fatty liver disease 39/1562 155/8135 0.03919 0.3162 0.2848 CDC42/DDIT3/SOCS3/ATF4/FOS/IRS2/UQCRFS1/UQCR10/SDHD/COX4I1/NDUFB3/BCL2L11/SDHA/NFKB1/AKT3/XBP1/NDUFA8/NDUFS2/NDUFB1/NDUFB5/INSR/CYC1/MAPK8/JUN/IKBKB/PIK3CD/SDHC/PIK3CA/COX7C/GSK3A/COX6B2/SDHB/IRS1/COX7A2L/NDUFA7/EIF2S1/NDUFA12/MAP3K5/ADIPOQ 39 KEGG hsa04213 Longevity regulating pathway - multiple species 18/1562 62/8135 0.03988 0.3162 0.2848 IRS2/HSPA8/SOD2/HSPA1B/HSPA1A/AKT3/CAT/HDAC1/HDAC2/SOD1/INSR/PIK3CD/PIK3CA/PRKACB/IRS1/ADCY2/HSPA1L/FOXA2 18 KEGG hsa03460 Fanconi anemia pathway 16/1562 54/8135 0.04276 0.3311 0.2983 UBE2T/POLH/RMI2/SLX1A/PALB2/HES1/RPA2/POLK/FANCF/BRIP1/FANCE/RAD51C/RMI1/MUS81/FANCC/WDR48 16 KEGG hsa00340 Histidine metabolism 8/1562 22/8135 0.0452 0.3345 0.3013 ASPA/AMDHD1/MAOB/ALDH7A1/MAOA/CNDP2/ALDH3A2/ALDH1B1 8 KEGG hsa00900 Terpenoid backbone biosynthesis 8/1562 22/8135 0.0452 0.3345 0.3013 PMVK/FDPS/GGPS1/RCE1/ZMPSTE24/ACAT1/IDI1/ICMT 8 KEGG hsa05330 Allograft rejection 12/1562 38/8135 0.04725 0.3348 0.3016 HLA-B/HLA-DOB/HLA-DRA/HLA-DOA/HLA-DMB/HLA-DPA1/HLA-E/HLA-A/HLA-F/HLA-DPB1/CD40/HLA-DQA1 12 KEGG hsa05340 Primary immunodeficiency 12/1562 38/8135 0.04725 0.3348 0.3016 PTPRC/UNG/IL2RG/AICDA/RFXAP/AIRE/DCLRE1C/BTK/TAP1/CD19/BLNK/CD40 12 KEGG hsa05145 Toxoplasmosis 29/1562 112/8135 0.04925 0.3417 0.3078 NFKBIA/HSPA8/TGFB3/IL10RB/HSPA1B/HSPA1A/NFKBIB/NFKB1/AKT3/HLA-DOB/MAP2K6/PPIF/GNAI1/HLA-DRA/HLA-DOA/HLA-DMB/MAPK8/HLA-DPA1/IKBKB/TRAF6/MAPK1/BIRC3/IL10RA/LAMC3/HLA-DPB1/HSPA1L/CD40/LY96/HLA-DQA1 29 KEGG hsa05210 Colorectal cancer 23/1562 86/8135 0.05383 0.3514 0.3165 CDKN1A/RAC2/PMAIP1/FOS/GADD45B/TGFB3/AREG/BBC3/BCL2L11/AKT3/MSH2/CCND1/POLK/CTNNB1/MAPK8/JUN/PIK3CD/PIK3CA/MAPK1/DCC/GRB2/SMAD3/SMAD2 23 KEGG hsa00071 Fatty acid degradation 13/1562 43/8135 0.05527 0.3514 0.3165 ECI2/ADH6/ACADSB/ACADM/ALDH7A1/ACOX3/ACSL5/HADHB/ACAT1/HADH/ACSL6/ALDH3A2/ALDH1B1 13 KEGG hsa04940 Type I diabetes mellitus 13/1562 43/8135 0.05527 0.3514 0.3165 HLA-B/HLA-DOB/HLA-DRA/HLA-DOA/HLA-DMB/CPE/HLA-DPA1/HLA-E/HLA-A/HLA-F/PTPRN2/HLA-DPB1/HLA-DQA1 13 KEGG hsa05416 Viral myocarditis 17/1562 60/8135 0.0555 0.3514 0.3165 RAC2/HLA-B/ACTG1/HLA-DOB/SGCA/HLA-DRA/CCND1/SGCB/HLA-DOA/HLA-DMB/HLA-DPA1/HLA-E/HLA-A/HLA-F/HLA-DPB1/CD40/HLA-DQA1 17 KEGG hsa04920 Adipocytokine signaling pathway 19/1562 69/8135 0.05798 0.3514 0.3165 NFKBIA/SOCS3/IRS2/NFKBIB/NFKBIE/NFKB1/AKT3/PCK2/MAPK8/IKBKB/RXRB/ACSL5/TRADD/PPARGC1A/IRS1/NPY/ACSL6/STK11/ADIPOQ 19 KEGG hsa05211 Renal cell carcinoma 19/1562 69/8135 0.05798 0.3514 0.3165 HIF1A/CDKN1A/CDC42/TGFB3/EGLN2/FH/AKT3/ETS1/JUN/PIK3CD/PAK2/CRK/PIK3CA/MAPK1/EGLN3/ARNT/GRB2/PRCC/EP300 19 KEGG hsa03060 Protein export 8/1562 23/8135 0.05803 0.3514 0.3165 HSPA5/SPCS2/IMMP1L/SEC61G/SPCS3/SEC61A2/SEC62/SRP9 8 KEGG hsa04658 Th1 and Th2 cell differentiation 24/1562 92/8135 0.064 0.3745 0.3374 NFKBIA/FOS/IL2RG/NFKBIB/NFKBIE/NFKB1/IL2RA/HLA-DOB/STAT6/HLA-DRA/STAT5B/HLA-DOA/HLA-DMB/MAPK8/JUN/HLA-DPA1/IKBKB/NOTCH2/MAPK1/HLA-DPB1/NFATC2/RBPJ/TBX21/HLA-DQA1 24 KEGG hsa04962 Vasopressin-regulated water reabsorption 13/1562 44/8135 0.06519 0.3745 0.3374 ARHGDIB/CREB3L4/ARHGDIA/DYNLL2/RAB5B/GNAS/DYNC1I2/PRKACB/DYNLL1/DYNC1I1/RAB5C/RAB11A/DCTN6 13 KEGG hsa01200 Carbon metabolism 29/1562 115/8135 0.06635 0.3745 0.3374 HIBCH/SDHD/SDHA/MDH1/FH/CAT/PDHB/ALDOC/IDH1/ENO4/SHMT2/ACSS1/SUCLG2/DLAT/SDHC/PRPS2/ACOX3/PDHA1/GOT2/PFKL/PGAM2/MCEE/ACAT1/SDHB/SUCLG1/PHGDH/DLST/ALDOB/RPE 29 KEGG hsa04666 Fc gamma R-mediated phagocytosis 25/1562 97/8135 0.06746 0.3745 0.3374 RAC2/CDC42/PTPRC/ARPC3/AKT3/ARPC5/INPP5D/ACTR2/PLCG2/NCF1/PIP5K1A/BIN1/SPHK2/PIK3CD/CRK/PIK3CA/MAPK1/FCGR2B/PLA2G4C/ACTR3B/PLD1/LYN/VAV2/PRKCD/AMPH 25 KEGG hsa05033 Nicotine addiction 12/1562 40/8135 0.06747 0.3745 0.3374 GABRG2/CACNA1B/GABRB3/CACNA1A/GABRB2/GRIA3/SLC17A8/CHRNA7/GRIA2/GABRA4/GABRA5/CHRNA6 12 KEGG hsa01240 Biosynthesis of cofactors 37/1562 153/8135 0.07283 0.3976 0.3582 NMNAT1/MAT2B/NQO1/SDR16C5/OXSM/COQ2/COQ5/MOCS2/ALAS1/SHMT2/FLAD1/RDH13/PTS/PPOX/UGT2B7/UGDH/MTHFD1L/BCAT2/HPD/KYNU/EARS2/COX15/AK2/AFMID/CPOX/ALPP/COASY/NMNAT2/PPCS/LIPT1/GCLM/CAD/ALDH3A2/UGT2B10/LIAS/HMBS/ALDH1B1 37 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 23/1562 89/8135 0.07513 0.4031 0.3631 NFKBIA/HIF1A/PTPN6/FOS/CSNK2A1/NFKBIB/NFKBIE/TLR9/NFKB1/AKT3/MAP2K6/JUN/IKBKB/PIK3CD/TRAF6/PIK3CA/MAPK1/BATF/BATF2/CSNK2A3/PTEN/NFATC2/TICAM2 23 KEGG hsa00010 Glycolysis / Gluconeogenesis 18/1562 67/8135 0.07834 0.4031 0.3631 LDHB/PDHB/GAPDHS/ALDOC/ADH6/ENO4/PCK2/ACSS1/DLAT/ALDH7A1/PDHA1/PFKL/PGAM2/BPGM/ALDH3A2/ALDOB/MINPP1/ALDH1B1 18 KEGG hsa05212 Pancreatic cancer 20/1562 76/8135 0.07921 0.4031 0.3631 CDKN1A/RAC2/CDC42/GADD45B/TGFB3/NFKB1/AKT3/CCND1/RALBP1/POLK/MAPK8/IKBKB/PIK3CD/PIK3CA/MAPK1/ERBB2/CDK4/PLD1/SMAD3/SMAD2 20 KEGG hsa04216 Ferroptosis 12/1562 41/8135 0.07942 0.4031 0.3631 PRNP/SLC3A2/VDAC3/VDAC2/SAT1/FTH1/MAP1LC3B/ACSL5/GCLM/ATG7/ACSL6/LPCAT3 12 KEGG hsa05020 Prion disease 62/1562 273/8135 0.07989 0.4031 0.3631 PSMA8/PRNP/HSPA5/RAC2/DDIT3/KIF5C/ATF4/HSPA8/UQCRFS1/CREB3L4/TUBB2A/UQCR10/VDAC3/HSPA1B/HSPA1A/SDHD/COX4I1/VDAC2/CACNA1B/CSNK2A1/NDUFB3/CYBA/NCAM2/TUBB4A/SDHA/TUBB2B/KIF5A/NDUFA8/NDUFS2/PPIF/NDUFB1/PSMD4/TUBB4B/SOD1/NDUFB5/NCF1/CACNA1C/CYC1/MAPK8/PIK3CD/PSMA7/SDHC/PSMC2/PIK3CA/NCF4/MAPK1/PRKACB/PSMB2/COX7C/CASP12/CSNK2A3/COX6B2/SDHB/KIF5B/PSMA3/HSPA1L/COX7A2L/NDUFA7/PRKCD/EIF2S1/NDUFA12/PSMD7 62 KEGG hsa00310 Lysine degradation 17/1562 63/8135 0.08254 0.4042 0.3642 SUV39H2/EZH2/PRDM2/MECOM/SETD7/TMLHE/ALDH7A1/EZH1/ACAT1/HADH/SETDB2/DLST/SETD1A/PHYKPL/ALDH3A2/ALDH1B1/PIPOX 17 KEGG hsa04623 Cytosolic DNA-sensing pathway 17/1562 63/8135 0.08254 0.4042 0.3642 NFKBIA/POLR3D/NFKBIB/NFKB1/POLR3GL/POLR3B/DDX58/POLR3K/RIPK1/IKBKB/AIM2/IRF3/CASP1/MAVS/IKBKE/IFNA1/POLR2F 17 KEGG hsa05110 Vibrio cholerae infection 14/1562 50/8135 0.08426 0.4058 0.3656 ATP6V0E1/ATP6V1B1/ATP6V1D/ARF1/ACTG1/PLCG2/ATP6V1G3/GNAS/ATP6V1G1/SEC61G/ATP6V1F/PRKACB/ATP6V1A/SEC61A2 14 KEGG hsa04130 SNARE interactions in vesicular transport 10/1562 33/8135 0.08545 0.4058 0.3656 BNIP1/VAMP8/STX7/VAMP1/VTI1A/SEC22B/VTI1B/BET1/SNAP23/STX17 10 KEGG hsa04010 MAPK signaling pathway 66/1562 294/8135 0.08792 0.4058 0.3656 DUSP5/RAC2/DUSP1/CDC42/DDIT3/ATF4/FOS/HSPA8/GADD45B/FGFR2/MAP3K8/TGFB3/ERBB4/AREG/DAXX/DUSP2/HSPA1B/HSPA1A/CACNA1B/EFNA3/ANGPT1/CACNA1A/MKNK2/CACNG2/MAPT/NFKB1/AKT3/MAP2K6/JUND/MECOM/CACNG8/DUSP10/DUSP8/CACNA1C/EFNA4/LAMTOR3/INSR/MAPK8/CACNA1G/JUN/IKBKB/RELB/PAK2/CRK/NR4A1/TRAF6/NLK/RPS6KA1/MAPK1/PRKACB/ERBB2/DUSP4/TRADD/GNA12/CACNA2D2/PLA2G4C/RASGRP2/GRB2/FGF16/HSPA1L/NF1/SRF/TEK/MAP4K4/ELK4/MAP3K5 66 KEGG hsa05140 Leishmaniasis 20/1562 77/8135 0.08852 0.4058 0.3656 NFKBIA/PTPN6/FOS/TGFB3/NFKBIB/CYBA/NFKB1/HLA-DOB/HLA-DRA/NCF1/ITGA4/HLA-DOA/HLA-DMB/JUN/HLA-DPA1/TRAF6/NCF4/MAPK1/HLA-DPB1/HLA-DQA1 20 KEGG hsa05135 Yersinia infection 33/1562 137/8135 0.09018 0.4058 0.3656 NFKBIA/RAC2/CDC42/FOS/ARHGEF28/ARPC3/ACTG1/NFKB1/AKT3/MAP2K6/ARPC5/PTK2B/WIPF3/WIPF1/ACTR2/RHOG/PIP5K1A/ITGA4/MAPK8/JUN/IKBKB/PIK3CD/CRK/TRAF6/PIK3CA/IRF3/RPS6KA1/MAPK1/ROCK2/CASP1/ACTR3B/NFATC2/VAV2 33 KEGG hsa00770 Pantothenate and CoA biosynthesis 7/1562 21/8135 0.09085 0.4058 0.3656 ENPP1/VNN2/BCAT2/COASY/PPCS/ALDH3A2/ALDH1B1 7 KEGG hsa00380 Tryptophan metabolism 12/1562 42/8135 0.09262 0.4058 0.3656 CAT/ACMSD/MAOB/ALDH7A1/KYNU/AFMID/MAOA/ACAT1/HADH/DLST/ALDH3A2/ALDH1B1 12 KEGG hsa05332 Graft-versus-host disease 12/1562 42/8135 0.09262 0.4058 0.3656 HLA-B/HLA-DOB/HLA-DRA/HLA-DOA/HLA-DMB/HLA-DPA1/HLA-E/HLA-A/HLA-F/HLA-DPB1/KIR3DL3/HLA-DQA1 12 KEGG hsa04722 Neurotrophin signaling pathway 29/1562 119/8135 0.09509 0.4112 0.3705 NFKBIA/CDC42/ATF4/CALM2/ARHGDIB/NFKBIB/SH2B3/NFKBIE/NFKB1/AKT3/ARHGDIA/PLCG2/RIPK2/SHC3/SH2B2/TP73/MAPK8/JUN/IKBKB/PIK3CD/CRK/TRAF6/PIK3CA/RPS6KA1/MAPK1/GRB2/IRS1/PRKCD/MAP3K5 29 KEGG hsa05164 Influenza A 40/1562 171/8135 0.09745 0.416 0.3748 NFKBIA/NXT1/SOCS3/OAS1/OAS2/NFKBIB/TNFSF10/ACTG1/NFKB1/AKT3/HLA-DOB/FDPS/HLA-DRA/DDX58/MX1/NLRX1/HLA-DOA/HLA-DMB/HLA-DPA1/IKBKB/PIK3CD/TMPRSS2/RNASEL/PIK3CA/IRF3/MAPK1/CASP1/CDK4/TRADD/CCND3/MAVS/IKBKE/IFNA1/HLA-DPB1/RAB11A/MX2/EIF2S1/STAT2/EP300/HLA-DQA1 40 KEGG hsa05417 Lipid and atherosclerosis 49/1562 215/8135 0.1043 0.4331 0.3902 NFKBIA/HSPA5/CDC42/DDIT3/ATF4/FOS/CALM2/HSPA8/SOD2/HSPA1B/HSPA1A/CYBA/TNFSF10/NFKB1/AKT3/MAP2K6/XBP1/POU2F2/CYP2C9/NCF1/MAPK8/JUN/IKBKB/PIK3CD/RXRB/TRAF6/PIK3CA/IRF3/NCF4/MAPK1/ROCK2/CASP1/HSP90B1/IKBKE/CYP2A7/IFNA1/ABCA1/LYN/HSP90AB1/HSPA1L/NFATC2/TICAM2/VAV2/CD40/LY96/HSP90AA1/EIF2S1/CASP6/MAP3K5 49 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 9/1562 30/8135 0.1053 0.4331 0.3902 MDH1/CAT/SHMT2/ACSS1/AFMID/MCEE/GRHPR/ACAT1/GLUL 9 KEGG hsa03015 mRNA surveillance pathway 24/1562 97/8135 0.1054 0.4331 0.3902 NXT1/ETF1/PPP2CA/DDX19B/CSTF3/RNMT/PPP2R2B/PABPC4/PPP2R1A/PABPC1/PPP2R3B/PAPOLA/UPF3B/EIF4A3/RNGTT/CPSF2/ALYREF/PPP1CA/PABPC3/RBM8A/PAPOLG/SRRM1/CPSF3/MSI1 24 KEGG hsa00220 Arginine biosynthesis 7/1562 22/8135 0.1122 0.4554 0.4103 GLS2/NAGS/GLS/GOT2/ASS1/GLUL/ARG2 7 KEGG hsa01230 Biosynthesis of amino acids 19/1562 75/8135 0.1157 0.4572 0.4119 MAT2B/NAGS/ALDOC/IDH1/ENO4/SHMT2/ALDH18A1/PRPS2/BCAT2/GOT2/PFKL/ASS1/PGAM2/PYCR2/GLUL/PHGDH/ALDOB/RPE/ARG2 19 KEGG hsa04530 Tight junction 39/1562 169/8135 0.1176 0.4572 0.4119 CDC42/WHAMM/PPP2CA/YBX3/MYL12A/PPP2R2B/ARPC3/ACTG1/MYH10/NEDD4/PPP2R1A/ARPC5/CLDN11/ARHGEF2/HCLS1/MYL12B/CCND1/ACTR2/CGN/ARHGAP17/NF2/MAPK8/JUN/AMOTL1/AMOT/CLDN19/PRKACB/ROCK2/ERBB2/CDK4/CLDN7/PCNA/ACTR3B/MYH11/TJAP1/MAGI1/RAB8A/STK11/MAP3K5 39 KEGG hsa05202 Transcriptional misregulation in cancer 44/1562 193/8135 0.118 0.4572 0.4119 CDKN1A/DDIT3/GADD45B/NFKB1/BCL6/BMI1/HDAC1/KDM6A/HDAC2/FLI1/MDM2/POLK/GRIA3/BMP2K/PAX5/TMPRSS2/RXRB/RARA/CDK14/MEN1/BIRC3/WNT16/WT1/LYL1/ITGB7/NR4A3/FUT8/SPINT1/ATF1/IGFBP3/NFKBIZ/SIN3A/PRCC/ETV7/JMJD1C/CD40/PAX7/HHEX/ETV4/ELK4/PBX1/SIX1/CCNA2/EWSR1 44 KEGG hsa04211 Longevity regulating pathway 22/1562 89/8135 0.1181 0.4572 0.4119 ATF4/IRS2/SOD2/CREB3L4/RHEB/NFKB1/AKT3/CAT/RB1CC1/ATG13/INSR/PIK3CD/PIK3CA/PRKACB/ULK1/TSC1/PPARGC1A/SESN3/IRS1/ADCY2/STK11/ADIPOQ 22 KEGG hsa04064 NF-kappa B signaling pathway 25/1562 104/8135 0.1293 0.4872 0.4389 NFKBIA/TNFAIP3/GADD45B/LTB/CYLD/CSNK2A1/NFKB1/DDX58/PLCG2/RIPK1/EDA2R/IKBKB/RELB/PARP1/TRAF6/BIRC3/TRAF5/TRADD/BTK/CSNK2A3/LYN/TICAM2/BLNK/CD40/LY96 25 KEGG hsa05165 Human papillomavirus infection 72/1562 331/8135 0.1295 0.4872 0.4389 CDKN1A/CDC42/PPP2CA/PTGER4/ATP6V0E1/CREB3L4/ATP6V1B1/ATP6V1D/RHEB/PPP2R2B/HLA-B/ITGA3/NFKB1/AKT3/PPP2R1A/PPP2R3B/COL6A5/HDAC1/CCND1/HDAC2/HES1/MX1/TUBG2/MDM2/NOTCH4/CTNNB1/WNT11/WNT3/ITGA4/ITGA1/ATP6V1G3/IKBKB/PIK3CD/ITGA10/GNAS/ATP6V1G1/PIK3CA/NOTCH2/HLA-E/IRF3/ATP6V1F/MAPK1/WNT16/PRKACB/MFNG/TUBG1/CDK4/ITGA8/ATP6V1A/ITGB7/HLA-A/TRADD/CCND3/IRF1/TSC1/IKBKE/HLA-F/LAMC3/COL9A1/PTEN/WNT6/GRB2/IFNA1/MAGI1/FZD3/RBPJ/MX2/ITGB6/STAT2/EP300/CCNA2/HES2 72 KEGG hsa04966 Collecting duct acid secretion 8/1562 27/8135 0.1302 0.4872 0.4389 ATP6V0E1/ATP6V1B1/ATP6V1D/ATP6V1G3/ATP6V1G1/ATP6V1F/ATP6V1A/CA2 8 KEGG hsa05030 Cocaine addiction 13/1562 49/8135 0.1317 0.4873 0.439 ATF4/CREB3L4/NFKB1/GNAI1/GRM3/JUN/MAOB/FOSB/GNAS/DLG4/PRKACB/GRIA2/MAOA 13 KEGG hsa05223 Non-small cell lung cancer 18/1562 72/8135 0.1356 0.4929 0.4441 CDKN1A/KIF5C/GADD45B/AKT3/KIF5A/RASSF1/CCND1/STAT5B/PLCG2/POLK/PIK3CD/RXRB/PIK3CA/MAPK1/ERBB2/CDK4/GRB2/KIF5B 18 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 101/1562 476/8135 0.1379 0.4929 0.4441 PSMA8/PRNP/HSPA5/UBC/DDIT3/KIF5C/ATF4/CALM2/UQCRFS1/DAXX/TUBB2A/UQCR10/ATG2A/VDAC3/SDHD/COX4I1/VDAC2/CACNA1B/CSNK2A1/NDUFB3/CAPN1/NEFL/TUBB4A/SDHA/DNAI2/MAPT/DNAL4/NFKB1/TUBB2B/ATXN1L/MAP2K6/XBP1/KIF5A/CAT/C9orf72/NDUFA8/RB1CC1/NDUFS2/PPIF/DNAH5/NDUFB1/ATG13/ATXN2/PSMD4/TUBB4B/SOD1/NDUFB5/MAP1LC3B/UBE2J2/RAB39B/SQSTM1/CACNA1C/CTNNB1/WNT11/WNT3/RAB1A/GRIA3/CYC1/MAPK8/CHRM3/HTRA2/PSMA7/SDHC/PSMC2/FRAT1/DLG4/MAPK1/WNT16/PSMB2/VAPB/COX7C/ULK1/DNAL1/NEFH/CASP12/CSNK2A3/CHRNA7/DNAH2/DNAH10/CCS/DNAH9/GRIA2/NEFM/COX6B2/WNT6/SDHB/KIF5B/PSMA3/ATXN3/FZD3/DKK4/COX7A2L/NDUFA7/RAB8A/DNAH6/DCTN6/DNAH3/EIF2S1/NDUFA12/MAP3K5/PSMD7 101 KEGG hsa04071 Sphingolipid signaling pathway 28/1562 119/8135 0.1385 0.4929 0.4441 RAC2/GNA13/S1PR2/PPP2CA/PPP2R2B/S1PR4/NFKB1/AKT3/PPP2R1A/PPP2R3B/GNAI1/SGPP1/CERS6/MAPK8/SPHK2/PIK3CD/PIK3CA/MAPK1/ROCK2/KNG1/TRADD/CERS4/GNA12/PTEN/PLD1/NSMAF/SMPD2/MAP3K5 28 KEGG hsa05161 Hepatitis B 37/1562 162/8135 0.1391 0.4929 0.4441 NFKBIA/CDKN1A/ATF4/FOS/TGFB3/DDX3X/CREB3L4/VDAC3/NFKB1/AKT3/MAP2K6/PTK2B/CASP10/STAT6/STAT5B/DDX58/MAPK8/JUN/IKBKB/PIK3CD/TRAF6/PIK3CA/IRF3/MAPK1/MAVS/CASP12/IKBKE/PCNA/GRB2/IFNA1/SMAD3/NFATC2/TICAM2/DDB1/STAT2/EP300/CCNA2 37 KEGG hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 4/1562 11/8135 0.1438 0.5039 0.454 NQO1/COQ2/COQ5/HPD 4 KEGG hsa00562 Inositol phosphate metabolism 18/1562 73/8135 0.1494 0.513 0.4621 PI4K2A/MTMR6/PIP4K2A/PIK3C2G/SACM1L/INPP5D/PLCG2/INPP4B/PIP5K1A/PI4K2B/PIK3CD/INPP5F/PIK3CA/MTMR4/PLCE1/PTEN/PI4KB/MINPP1 18 KEGG hsa01524 Platinum drug resistance 18/1562 73/8135 0.1494 0.513 0.4621 CDKN1A/PMAIP1/POLH/BBC3/AKT3/XPA/MSH2/GSTM5/MDM2/GSTT1/PIK3CD/PIK3CA/MAPK1/BIRC3/ERBB2/GSTA1/GSTM4/MAP3K5 18 KEGG hsa05207 Chemical carcinogenesis - receptor activation 47/1562 212/8135 0.1531 0.5201 0.4685 ATF4/FOS/CREB3L4/CACNA1B/CACNA1A/PAQR7/NFKB1/PAQR8/AKT3/BCL6/GSTM5/GNAI1/CCND1/STAT5B/MIRLET7D/CACNA1C/GSTT1/JUN/PIK3CD/GNAS/RXRB/UGT2B7/PTGES3/PIK3CA/NOTCH2/RPS6KA1/ESR1/AHR/MAPK1/PRKACB/AIP/HSP90B1/CHRNA9/CCND3/EPHX2/ARNT/CHRNA7/IKBKE/GRB2/ADCY2/HSP90AB1/FGF16/NR1I3/GSTA1/GSTM4/HSP90AA1/UGT2B10 47 KEGG hsa05012 Parkinson disease 58/1562 266/8135 0.1546 0.5201 0.4685 PSMA8/HSPA5/UBC/DUSP1/DDIT3/KIF5C/ATF4/CALM2/UQCRFS1/DAXX/TUBB2A/UQCR10/VDAC3/SDHD/COX4I1/VDAC2/SLC39A10/NDUFB3/TUBB4A/SDHA/MAPT/TUBB2B/XBP1/KIF5A/NDUFA8/NDUFS2/PPIF/NDUFB1/GNAI1/PSMD4/TUBB4B/SOD1/NDUFB5/UBE2J2/CYC1/MAPK8/KEAP1/MAOB/HTRA2/PSMA7/SDHC/PSMC2/GNAS/PRKACB/PSMB2/COX7C/MAOA/COX6B2/SDHB/SLC39A1/KIF5B/PSMA3/COX7A2L/NDUFA7/EIF2S1/NDUFA12/MAP3K5/PSMD7 58 KEGG hsa05215 Prostate cancer 23/1562 97/8135 0.1573 0.5237 0.4718 NFKBIA/CDKN1A/ATF4/FGFR2/CREB3L4/NFKB1/AKT3/CCND1/MDM2/CTNNB1/IKBKB/PIK3CD/TMPRSS2/PIK3CA/MAPK1/ERBB2/HSP90B1/SPINT1/PTEN/GRB2/HSP90AB1/HSP90AA1/EP300 23 KEGG hsa05016 Huntington disease 66/1562 306/8135 0.1591 0.5245 0.4725 PSMA8/KIF5C/UQCRFS1/SOD2/BBC3/CREB3L4/TUBB2A/UQCR10/ATG2A/VDAC3/SDHD/COX4I1/VDAC2/CACNA1B/NDUFB3/TUBB4A/SDHA/DNAI2/DNAL4/TUBB2B/KIF5A/NDUFA8/RB1CC1/NDUFS2/PPIF/DNAH5/NDUFB1/ATG13/HDAC1/PSMD4/TUBB4B/HDAC2/SOD1/NDUFB5/GRIA3/CYC1/MAPK8/PSMA7/SDHC/PSMC2/DLG4/PSMB2/COX7C/ULK1/DNAL1/PPARGC1A/DNAH2/DNAH10/DNAH9/GRIA2/POLR2A/COX6B2/SDHB/SIN3A/KIF5B/PSMA3/POLR2F/COX7A2L/NDUFA7/DNAH6/DCTN6/DNAH3/NDUFA12/EP300/MAP3K5/PSMD7 66 KEGG hsa04923 Regulation of lipolysis in adipocytes 14/1562 56/8135 0.1734 0.5537 0.4988 IRS2/TSHB/CGA/LIPE/AKT3/GNAI1/INSR/PIK3CD/GNAS/PIK3CA/PRKACB/IRS1/ADCY2/NPY 14 KEGG hsa04917 Prolactin signaling pathway 17/1562 70/8135 0.1743 0.5537 0.4988 SOCS3/FOS/CGA/NFKB1/AKT3/ELF5/LHB/CCND1/STAT5B/SHC3/MAPK8/PIK3CD/PIK3CA/ESR1/MAPK1/IRF1/GRB2 17 KEGG hsa05230 Central carbon metabolism in cancer 17/1562 70/8135 0.1743 0.5537 0.4988 HIF1A/FGFR2/LDHB/GLS2/AKT3/SLC7A5/PDHB/IDH1/PIK3CD/GLS/PIK3CA/MAPK1/PDHA1/ERBB2/PFKL/PGAM2/PTEN 17 KEGG hsa04150 mTOR signaling pathway 35/1562 156/8135 0.1746 0.5537 0.4988 SLC3A2/ATP6V1B1/ATP6V1D/RHEB/AKT3/SLC7A5/SLC38A9/LPIN3/WNT11/WNT3/LAMTOR3/INSR/ATP6V1G3/IKBKB/PIK3CD/DDIT4/ATP6V1G1/PIK3CA/RPS6KA1/ATP6V1F/MAPK1/WNT16/ATP6V1A/NPRL2/ULK1/SGK1/TSC1/DEPDC5/TTI1/PTEN/WNT6/GRB2/IRS1/FZD3/STK11 35 KEGG hsa04392 Hippo signaling pathway - multiple species 8/1562 29/8135 0.1781 0.5596 0.5042 LIMD1/WTIP/MOB1A/RASSF1/FRMD6/NF2/TEAD4/SAV1 8 KEGG hsa05160 Hepatitis C 35/1562 157/8135 0.1853 0.5766 0.5195 NFKBIA/CDKN1A/SOCS3/PPP2CA/OAS1/OAS2/PPP2R2B/NFKB1/AKT3/PPP2R1A/CLDN11/CCND1/DDX58/MX1/RIPK1/CTNNB1/IKBKB/PIK3CD/RNASEL/TRAF6/PIK3CA/CD81/IRF3/MAPK1/CLDN19/CDK4/TRADD/MAVS/CLDN7/IKBKE/GRB2/IFNA1/MX2/EIF2S1/STAT2 35 KEGG hsa01212 Fatty acid metabolism 14/1562 57/8135 0.1916 0.5909 0.5324 HSD17B4/OXSM/ACADSB/HSD17B12/ELOVL1/ACADM/ELOVL5/ACOX3/ACSL5/TECR/HADHB/ACAT1/HADH/ACSL6 14 KEGG hsa05418 Fluid shear stress and atherosclerosis 31/1562 139/8135 0.202 0.617 0.5558 RAC2/DUSP1/FOS/CALM2/KLF2/CYBA/NQO1/ACTG1/NFKB1/AKT3/MAP2K6/ARHGEF2/GSTM5/SUMO2/SQSTM1/NCF1/CTNNB1/GSTT1/MAPK8/KEAP1/JUN/IKBKB/PIK3CD/PIK3CA/HSP90B1/ASS1/HSP90AB1/GSTA1/GSTM4/HSP90AA1/MAP3K5 31 KEGG hsa04152 AMPK signaling pathway 27/1562 120/8135 0.2073 0.6275 0.5653 IRS2/RAB10/PPP2CA/CREB3L4/RHEB/PPP2R2B/MLYCD/LIPE/AKT3/PPP2R1A/PPP2R3B/CCND1/ELAVL1/PCK2/INSR/PIK3CD/ADRA1A/PIK3CA/PFKL/ULK1/TSC1/PPARGC1A/IRS1/RAB8A/STK11/ADIPOQ/CCNA2 27 KEGG hsa04919 Thyroid hormone signaling pathway 27/1562 121/8135 0.2208 0.6507 0.5863 HIF1A/RHEB/ACTG1/AKT3/HDAC1/MED12/MED16/CCND1/HDAC2/PLCG2/ATP1A1/MDM2/NOTCH4/CTNNB1/PIK3CD/RXRB/PIK3CA/NOTCH2/ESR1/MAPK1/PRKACB/PFKL/PLCE1/MED13L/SIN3A/RCAN2/EP300 27 KEGG hsa00830 Retinol metabolism 16/1562 68/8135 0.221 0.6507 0.5863 DHRS9/SDR16C5/CYP3A5/RPE65/ADH6/CYP2C9/RDH5/RDH13/RDH16/DHRS4L2/UGT2B7/CYP27C1/CYP2A7/DHRS4/ALDH1A3/UGT2B10 16 KEGG hsa04110 Cell cycle 28/1562 126/8135 0.2225 0.6507 0.5863 CDKN1A/GADD45B/TGFB3/ANAPC16/DBF4/CHEK2/MCM3/ANAPC15/SMC1B/ORC5/HDAC1/CCND1/HDAC2/WEE1/MDM2/CDC26/CDK4/CCND3/WEE2/PCNA/ANAPC7/CDC45/CDC23/SMAD3/SMC1A/SMAD2/EP300/CCNA2 28 KEGG hsa04070 Phosphatidylinositol signaling system 22/1562 97/8135 0.2245 0.6507 0.5863 CALM2/PI4K2A/MTMR6/DGKH/PIP4K2A/PIK3C2G/SACM1L/DGKG/INPP5D/PLCG2/INPP4B/PIP5K1A/PI4K2B/DGKB/PIK3CD/INPP5F/PIK3CA/MTMR4/PLCE1/PTEN/PPIP5K1/PI4KB 22 KEGG hsa04115 p53 signaling pathway 17/1562 73/8135 0.2252 0.6507 0.5863 CDKN1A/SIVA1/PMAIP1/GADD45B/CHEK2/BBC3/CD82/CCND1/MDM2/TP73/CDK4/CCND3/SESN3/IGFBP3/PTEN/RRM2B/AIFM2 17 KEGG hsa03450 Non-homologous end-joining 4/1562 13/8135 0.2284 0.6507 0.5863 DCLRE1C/XRCC5/LIG4/POLL 4 KEGG hsa04218 Cellular senescence 34/1562 156/8135 0.2304 0.6507 0.5863 CDKN1A/CALM2/GADD45B/TGFB3/CHEK2/VDAC3/VDAC2/RHEB/CAPN1/HLA-B/NFKB1/AKT3/ETS1/MAP2K6/CCND1/MDM2/SQSTM1/PIK3CD/PIK3CA/HLA-E/MAPK1/CDK4/HLA-A/CCND3/LIN37/TSC1/PPP1CA/IGFBP3/HLA-F/PTEN/SMAD3/NFATC2/SMAD2/CCNA2 34 KEGG hsa04668 TNF signaling pathway 25/1562 112/8135 0.2312 0.6507 0.5863 NFKBIA/TNFAIP3/JUNB/SOCS3/ATF4/FOS/BCL3/MAP3K8/CREB3L4/NFKB1/AKT3/MAP2K6/CASP10/RIPK1/MAPK8/JUN/IKBKB/PIK3CD/PIK3CA/MAPK1/BIRC3/TRAF5/TRADD/IRF1/MAP3K5 25 KEGG hsa05310 Asthma 8/1562 31/8135 0.2325 0.6507 0.5863 HLA-DOB/HLA-DRA/HLA-DOA/HLA-DMB/HLA-DPA1/HLA-DPB1/CD40/HLA-DQA1 8 KEGG hsa05323 Rheumatoid arthritis 21/1562 93/8135 0.2378 0.658 0.5928 FOS/TGFB3/ATP6V0E1/ATP6V1B1/LTB/ATP6V1D/ANGPT1/HLA-DOB/ACP5/HLA-DRA/HLA-DOA/HLA-DMB/ATP6V1G3/JUN/HLA-DPA1/ATP6V1G1/ATP6V1F/ATP6V1A/HLA-DPB1/TEK/HLA-DQA1 21 KEGG hsa05031 Amphetamine addiction 16/1562 69/8135 0.2397 0.658 0.5928 ATF4/FOS/CALM2/CREB3L4/HDAC1/HDAC2/CACNA1C/GRIA3/JUN/MAOB/FOSB/GNAS/PRKACB/PPP1CA/GRIA2/MAOA 16 KEGG hsa03040 Spliceosome 32/1562 147/8135 0.2411 0.658 0.5928 HSPA8/HSPA1B/HSPA1A/SRSF3/SNRPB/SRSF1/TRA2B/BUD31/WBP11/SNRPD3/SRSF6/THOC3/SNRPA1/EIF4A3/LSM6/CTNNBL1/SNRPF/SF3A3/LSM2/ALYREF/PLRG1/RBM8A/SF3B3/HNRNPM/TRA2A/HNRNPA1/HSPA1L/LSM5/PRPF38A/TCERG1/SF3B1/HNRNPA1L2 32 KEGG hsa04657 IL-17 signaling pathway 21/1562 94/8135 0.2544 0.6583 0.593 NFKBIA/TNFAIP3/FOS/TRAF4/SRSF1/NFKB1/CCL17/JUND/ELAVL1/MAPK8/JUN/IKBKB/FOSB/TRAF6/MAPK1/TRAF5/TRADD/HSP90B1/IKBKE/HSP90AB1/HSP90AA1 21 KEGG hsa05321 Inflammatory bowel disease 15/1562 65/8135 0.2555 0.6583 0.593 TGFB3/IL2RG/NFKB1/HLA-DOB/STAT6/HLA-DRA/HLA-DOA/HLA-DMB/JUN/HLA-DPA1/HLA-DPB1/SMAD3/TBX21/SMAD2/HLA-DQA1 15 KEGG hsa03050 Proteasome 11/1562 46/8135 0.2582 0.6583 0.593 PSMA8/PSMB9/PSMB8/POMP/PSMD4/PSMB10/PSMA7/PSMC2/PSMB2/PSMA3/PSMD7 11 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 16/1562 70/8135 0.2591 0.6583 0.593 NFKBIA/CDC42/ATP6V0E1/ATP6V1B1/ATP6V1D/NFKB1/PLCG2/MAPK8/ATP6V1G3/JUN/IKBKB/ATP6V1G1/ATP6V1F/ATP6V1A/LYN/ADAM10 16 KEGG hsa05415 Diabetic cardiomyopathy 43/1562 203/8135 0.2592 0.6583 0.593 RAC2/UQCRFS1/TGFB3/UQCR10/VDAC3/SDHD/COX4I1/VDAC2/NDUFB3/CYBA/SDHA/NFKB1/AKT3/NDUFA8/NDUFS2/PPIF/NDUFB1/PDHB/NDUFB5/NCF1/INSR/CYC1/MAPK8/PIK3CD/SDHC/PARP1/MPC1/PIK3CA/NCF4/PDHA1/COX7C/PPP1CA/PTEN/COX6B2/SDHB/IRS1/SMAD3/COX7A2L/NDUFA7/PRKCD/SMAD2/NDUFA12/GSR 43 KEGG hsa04810 Regulation of actin cytoskeleton 46/1562 218/8135 0.2595 0.6583 0.593 RAC2/GNA13/CDC42/LPAR5/FGFR2/MYL12A/IQGAP1/ARPC3/ACTG1/PIP4K2A/ITGA3/MYH10/FGD1/CXCR4/FGD3/PPP1R12A/ARPC5/ENAH/MYL12B/ACTR2/PIP5K1A/ITGA4/ITGA1/PIK3CD/CHRM3/ITGA10/PAK2/CRK/PIK3CA/MAPK1/ROCK2/BRK1/ITGA8/ABI2/KNG1/ITGB7/LPAR4/GNA12/PPP1CA/ACTR3B/MYH11/FGF16/VAV2/ITGB6/ARHGEF4/MYL7 46 KEGG hsa04066 HIF-1 signaling pathway 24/1562 109/8135 0.2598 0.6583 0.593 HIF1A/CDKN1A/EGLN2/LDHB/ANGPT1/MKNK2/NFKB1/AKT3/PDHB/ALDOC/ENO4/PLCG2/INSR/PIK3CD/PIK3CA/MAPK1/PDHA1/ERBB2/PFKL/EGLN3/ARNT/TEK/ALDOB/EP300 24 KEGG hsa04670 Leukocyte transendothelial migration 25/1562 114/8135 0.2612 0.6583 0.593 RAC2/CDC42/MYL12A/CYBA/RAPGEF3/ACTG1/CXCR4/PTK2B/CLDN11/GNAI1/MYL12B/TXK/PLCG2/NCF1/CTNNB1/ITGA4/PIK3CD/PIK3CA/NCF4/CLDN19/ROCK2/SIPA1/CLDN7/VAV2/MYL7 25 KEGG hsa03320 PPAR signaling pathway 17/1562 75/8135 0.2623 0.6583 0.593 UBC/SLC27A4/FABP3/PLIN2/LPL/SLC27A6/PLTP/FABP2/PCK2/ACADM/RXRB/DBI/ACOX3/ACSL5/ACSL6/APOA5/ADIPOQ 17 KEGG hsa04935 Growth hormone synthesis, secretion and action 26/1562 119/8135 0.2625 0.6583 0.593 JUNB/SOCS3/ATF4/FOS/IRS2/CREB3L4/AKT3/MAP2K6/GNAI1/STAT5B/PLCG2/SHC3/CACNA1C/MAPK8/PIK3CD/CRK/GNAS/PIK3CA/MAPK1/PRKACB/IGFBP3/GRB2/IRS1/ADCY2/SSTR2/EP300 26 KEGG hsa04012 ErbB signaling pathway 19/1562 85/8135 0.2674 0.6583 0.593 CDKN1A/ERBB4/AREG/AKT3/NRG3/STAT5B/PLCG2/SHC3/MAPK8/JUN/PIK3CD/PAK2/CRK/PIK3CA/MAPK1/ERBB2/NRG4/GRB2/BTC 19 KEGG hsa04514 Cell adhesion molecules 32/1562 149/8135 0.2677 0.6583 0.593 SELL/NLGN4X/PTPRC/NCAM2/ICOSLG/HLA-B/HLA-DOB/CLDN11/ICAM2/CNTNAP2/LRRC4C/HLA-DRA/ITGA4/HLA-DOA/HLA-DMB/HLA-DPA1/HLA-E/NTNG1/CLDN19/ITGA8/ITGB7/HLA-A/CLDN7/HLA-F/HLA-DPB1/CADM3/ALCAM/MADCAM1/CD40/MPZL1/NLGN4Y/HLA-DQA1 32 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 9/1562 37/8135 0.2704 0.6583 0.593 GLS2/ALDH4A1/ASPA/FOLH1/GLS/GOT2/ASS1/GLUL/CAD 9 KEGG hsa03430 Mismatch repair 6/1562 23/8135 0.2708 0.6583 0.593 POLD3/MSH2/RPA2/RFC2/POLD4/PCNA 6 KEGG hsa04964 Proximal tubule bicarbonate reclamation 6/1562 23/8135 0.2708 0.6583 0.593 GLS2/MDH1/ATP1A1/PCK2/GLS/CA2 6 KEGG hsa04520 Adherens junction 16/1562 71/8135 0.2791 0.6734 0.6067 RAC2/CDC42/PTPN6/IQGAP1/CSNK2A1/ACTG1/PTPRB/CTNNB1/INSR/NLK/MAPK1/ERBB2/CSNK2A3/SSX2IP/SMAD3/EP300 16 KEGG hsa00860 Porphyrin metabolism 10/1562 43/8135 0.3041 0.7267 0.6547 HEPHL1/ALAS1/HMOX2/PPOX/UGT2B7/EARS2/COX15/CPOX/UGT2B10/HMBS 10 KEGG hsa05222 Small cell lung cancer 20/1562 92/8135 0.3055 0.7267 0.6547 NFKBIA/CDKN1A/GADD45B/TRAF4/ITGA3/NFKB1/AKT3/CCND1/POLK/IKBKB/PIK3CD/RXRB/TRAF6/PIK3CA/BIRC3/CDK4/TRAF5/LAMC3/PTEN/CKS1B 20 KEGG hsa04390 Hippo signaling pathway 33/1562 157/8135 0.3096 0.727 0.655 TGFB3/PPP2CA/AREG/BBC3/SMAD7/PPP2R2B/ACTG1/PPP2R1A/LIMD1/WTIP/MOB1A/RASSF1/CCND1/TP73/CTNNB1/FRMD6/WNT11/NF2/WNT3/AMOT/DLG4/BIRC3/WNT16/CCND3/PPP1CA/TEAD4/CRB2/WNT6/SMAD3/FZD3/SAV1/SMAD2/CRB1 33 KEGG hsa04664 Fc epsilon RI signaling pathway 15/1562 68/8135 0.3189 0.727 0.655 RAC2/AKT3/MAP2K6/INPP5D/PLCG2/ALOX5AP/MAPK8/PIK3CD/PIK3CA/MAPK1/BTK/PLA2G4C/GRB2/LYN/VAV2 15 KEGG hsa00730 Thiamine metabolism 4/1562 15/8135 0.322 0.727 0.655 AK2/ALPP/THTPA/NTPCR 4 KEGG hsa03020 RNA polymerase 8/1562 34/8135 0.3228 0.727 0.655 POLR3D/TWISTNB/POLR3GL/POLR3B/POLR3K/POLR2A/POLR2F/ZNRD1 8 KEGG hsa01522 Endocrine resistance 21/1562 98/8135 0.3246 0.727 0.655 CDKN1A/ABCB11/FOS/AKT3/CCND1/MDM2/NOTCH4/SHC3/MAPK8/JUN/PIK3CD/GNAS/PIK3CA/NOTCH2/ESR1/MAPK1/PRKACB/ERBB2/CDK4/GRB2/ADCY2 21 KEGG hsa05231 Choline metabolism in cancer 21/1562 98/8135 0.3246 0.727 0.655 HIF1A/RAC2/FOS/RHEB/DGKH/AKT3/SLC44A4/DGKG/PIP5K1A/GPCPD1/DGKB/MAPK8/JUN/PIK3CD/PIK3CA/MAPK1/TSC1/PLA2G4C/GRB2/PLD1/SLC44A2 21 KEGG hsa03013 Nucleocytoplasmic transport 23/1562 108/8135 0.3252 0.727 0.655 NXT1/DDX19B/AHCTF1/TMEM33/NUP210L/NUP43/RANBP2/THOC7/THOC3/SUMO2/UPF3B/EIF4A3/NUP37/SNUPN/XPO5/NUP153/IPO13/IPO7/ALYREF/AAAS/RBM8A/RANBP17/SRRM1 23 KEGG hsa04931 Insulin resistance 23/1562 108/8135 0.3252 0.727 0.655 NFKBIA/SOCS3/IRS2/NR1H2/CREB3L4/SLC27A4/NFKB1/AKT3/SLC27A6/PCK2/INSR/MAPK8/IKBKB/PIK3CD/OGT/PIK3CA/RPS6KA1/PPARGC1A/PPP1CA/PTEN/IRS1/PPARGC1B/PRKCD 23 KEGG hsa00230 Purine metabolism 27/1562 128/8135 0.3253 0.727 0.655 GUK1/DCK/NUDT9/ENPP1/HDDC2/HDDC3/AMPD3/ADK/PDE4B/ENTPD1/PDE11A/PDE7A/PDE9A/AMPD1/PRPS2/XDH/PDE6A/AK2/PDE1A/GART/PDE6D/ADCY2/RRM2B/DGUOK/NTPCR/APRT/NUDT5 27 KEGG hsa05203 Viral carcinogenesis 42/1562 204/8135 0.3322 0.7375 0.6645 NFKBIA/CDKN1A/IL6ST/CDC42/PMAIP1/ATF4/GTF2A1/DDX3X/CREB3L4/VDAC3/HLA-B/NFKB1/HDAC1/DNAJA3/CCND1/HDAC2/RANBP1/STAT5B/MDM2/GTF2H1/MRPS18B/JUN/PIK3CD/PIK3CA/HLA-E/IRF3/MAPK1/PRKACB/CDK4/TRAF5/HLA-A/TRADD/CCND3/HLA-F/GRB2/LYN/RBPJ/SRF/HDAC9/DDB1/EP300/CCNA2 42 KEGG hsa04330 Notch signaling pathway 13/1562 59/8135 0.3384 0.7464 0.6724 DTX3L/CIR1/ATXN1L/HDAC1/HDAC2/HES1/NOTCH4/NUMBL/NOTCH2/CTBP1/MFNG/RBPJ/EP300 13 KEGG hsa04625 C-type lectin receptor signaling pathway 22/1562 104/8135 0.3428 0.7511 0.6767 NFKBIA/CALM2/BCL3/CYLD/NFKB1/AKT3/CCL17/PLCG2/MDM2/MAPK8/JUN/IKBKB/PIK3CD/RELB/PIK3CA/MAPK1/CASP1/IRF1/IKBKE/NFATC2/PRKCD/STAT2 22 KEGG hsa04730 Long-term depression 13/1562 60/8135 0.3625 0.7845 0.7067 GNA13/PPP2CA/CACNA1A/PPP2R1A/GNAI1/PPP1R17/GRIA3/GNAS/MAPK1/GNA12/PLA2G4C/GRIA2/LYN 13 KEGG hsa01232 Nucleotide metabolism 18/1562 85/8135 0.3628 0.7845 0.7067 DUT/GUK1/DCK/ENPP1/HDDC2/AMPD3/ADK/DCTPP1/ENTPD1/AMPD1/XDH/AK2/ASMTL/RRM2B/DGUOK/DTYMK/NTPCR/APRT 18 KEGG hsa00360 Phenylalanine metabolism 4/1562 16/8135 0.3699 0.7947 0.7159 MAOB/HPD/GOT2/MAOA 4 KEGG hsa04360 Axon guidance 37/1562 182/8135 0.3772 0.8035 0.7239 RAC2/CDC42/SEMA4F/TRPC1/MYL12A/EFNA3/BOC/PLXNA4/CXCR4/ENAH/LRRC4C/GNAI1/MYL12B/DPYSL5/PLCG2/EFNA4/EPHA3/EPHA6/SEMA7A/PIK3CD/PAK2/PIK3CA/NTNG1/MAPK1/DCC/ROCK2/SMO/SEMA3G/NFATC2/FZD3/EPHA7/RND1/SLIT2/PTCH1/SEMA4B/UNC5D/SEMA3E 37 KEGG hsa04950 Maturity onset diabetes of the young 6/1562 26/8135 0.3818 0.8035 0.7239 NEUROD1/HES1/RFX6/HHEX/FOXA2/HNF4G 6 KEGG hsa00410 beta-Alanine metabolism 7/1562 31/8135 0.3845 0.8035 0.7239 HIBCH/MLYCD/ALDH7A1/ACOX3/CNDP2/ALDH3A2/ALDH1B1 7 KEGG hsa00350 Tyrosine metabolism 8/1562 36/8135 0.3861 0.8035 0.7239 ADH6/MAOB/HPD/FAHD1/GOT2/MAOA/TPO/DCT 8 KEGG hsa00760 Nicotinate and nicotinamide metabolism 8/1562 36/8135 0.3861 0.8035 0.7239 NMNAT1/NAMPT/ENPP1/SIRT5/NNT/SIRT4/NUDT12/NMNAT2 8 KEGG hsa04914 Progesterone-mediated oocyte maturation 21/1562 102/8135 0.3992 0.8258 0.7439 ANAPC16/ANAPC15/CPEB3/AKT3/GNAI1/SPDYE6/CDC26/AURKA/MAPK8/SPDYE2B/PIK3CD/PIK3CA/RPS6KA1/MAPK1/PRKACB/ANAPC7/CDC23/ADCY2/HSP90AB1/HSP90AA1/CCNA2 21 KEGG hsa05010 Alzheimer disease 76/1562 384/8135 0.4027 0.8278 0.7458 PSMA8/DDIT3/KIF5C/ATF4/CALM2/IRS2/UQCRFS1/TUBB2A/UQCR10/ATG2A/VDAC3/SDHD/COX4I1/VDAC2/CSNK2A1/SLC39A10/NDUFB3/CAPN1/TUBB4A/SDHA/MAPT/LPL/NFKB1/TUBB2B/AKT3/XBP1/KIF5A/NDUFA8/RB1CC1/NDUFS2/PPIF/NDUFB1/ATG13/PSMD4/TUBB4B/NDUFB5/CACNA1C/CTNNB1/WNT11/WNT3/INSR/CYC1/MAPK8/IKBKB/PIK3CD/CHRM3/PSMA7/SDHC/PSMC2/FRAT1/PIK3CA/BACE2/MAPK1/WNT16/PSMB2/COX7C/ULK1/CASP12/CSNK2A3/CHRNA7/COX6B2/WNT6/SDHB/IRS1/SLC39A1/KIF5B/PSMA3/FZD3/DKK4/COX7A2L/NDUFA7/ADAM10/EIF2S1/NDUFA12/MAP3K5/PSMD7 76 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 16/1562 77/8135 0.4068 0.8291 0.7469 ACTG1/CACNG2/EMD/ITGA3/CACNG8/SGCA/CACNA1C/CTNNB1/SGCB/ITGA4/ITGA1/ITGA10/ITGA8/ITGB7/CACNA2D2/ITGB6 16 KEGG hsa00982 Drug metabolism - cytochrome P450 15/1562 72/8135 0.4083 0.8291 0.7469 GSTM5/CYP3A5/ADH6/CYP2C9/GSTT1/MAOB/UGT2B7/CYP2C19/CYP2A7/FMO4/MAOA/GSTA1/GSTM4/FMO1/UGT2B10 15 KEGG hsa05134 Legionellosis 12/1562 57/8135 0.4128 0.8307 0.7484 NFKBIA/HSPA8/CLK1/HSPA1B/HSPA1A/ARF1/NFKB1/SAR1A/RAB1A/SEC22B/CASP1/HSPA1L 12 KEGG hsa04974 Protein digestion and absorption 21/1562 103/8135 0.4183 0.8307 0.7484 SLC3A2/CTRL/COL6A5/CELA3A/DPP4/ATP1A1/COL27A1/ELN/CPB2/COL25A1/SLC6A19/SLC36A2/KCNJ13/COL9A1/SLC36A3/SLC3A1/XPNPEP2/MEP1B/COL23A1/MEP1A/COL5A1 21 KEGG hsa00062 Fatty acid elongation 6/1562 27/8135 0.4193 0.8307 0.7484 HSD17B12/ELOVL1/ELOVL5/TECR/HADHB/HADH 6 KEGG hsa01040 Biosynthesis of unsaturated fatty acids 6/1562 27/8135 0.4193 0.8307 0.7484 HSD17B4/HSD17B12/ELOVL1/ELOVL5/ACOX3/TECR 6 KEGG hsa04912 GnRH signaling pathway 19/1562 93/8135 0.4223 0.8307 0.7484 CDC42/ATF4/CALM2/CGA/MAP2K6/PTK2B/LHB/GNRH1/CACNA1C/MAPK8/JUN/GNAS/MAPK1/PRKACB/PLA2G4C/GRB2/PLD1/ADCY2/PRKCD 19 KEGG hsa05131 Shigellosis 49/1562 247/8135 0.4241 0.8307 0.7484 NFKBIA/UBE2D3/UBC/CDC42/MYL12A/NFKBIB/ARF1/CASP4/ARPC3/CAPN1/ATG12/TLN2/ACTG1/NFKB1/AKT3/UBE2D2/ARPC5/GLMN/ARHGEF2/HCLS1/MYL12B/ACTR2/MAP1LC3B/PLCG2/MDM2/RIPK2/SQSTM1/RIPK1/MAPK8/JUN/IKBKB/PIK3CD/UBE2V2/CRK/TRAF6/PIK3CA/IRF3/MAPK1/ROCK2/CASP1/TRAF5/CD44/TRADD/GSK3A/PLCE1/ACTR3B/PRKCD/TIFA/MYL7 49 KEGG hsa04611 Platelet activation 25/1562 124/8135 0.4282 0.8339 0.7512 GNA13/MYL12A/TLN2/VAMP8/ACTG1/AKT3/PPP1R12A/GNAI1/MYL12B/PLCG2/PIK3CD/GNAS/PIK3CA/MAPK1/APBB1IP/PRKACB/ROCK2/BTK/PPP1CA/PLA2G4C/RASGRP2/SNAP23/ADCY2/LYN/TBXA2R 25 KEGG hsa04620 Toll-like receptor signaling pathway 21/1562 104/8135 0.4374 0.839 0.7558 NFKBIA/FOS/MAP3K8/TLR9/NFKB1/AKT3/MAP2K6/RIPK1/MAPK8/JUN/IKBKB/PIK3CD/TRAF6/PIK3CA/IRF3/MAPK1/IKBKE/IFNA1/TICAM2/CD40/LY96 21 KEGG hsa04660 T cell receptor signaling pathway 21/1562 104/8135 0.4374 0.839 0.7558 NFKBIA/CDC42/PTPN6/FOS/MAP3K8/PTPRC/NFKBIB/NFKBIE/NFKB1/AKT3/MAPK8/JUN/IKBKB/PIK3CD/PAK2/PIK3CA/MAPK1/CDK4/GRB2/NFATC2/VAV2 21 KEGG hsa05213 Endometrial cancer 12/1562 58/8135 0.4384 0.839 0.7558 CDKN1A/GADD45B/AKT3/CCND1/POLK/CTNNB1/PIK3CD/PIK3CA/MAPK1/ERBB2/PTEN/GRB2 12 KEGG hsa04727 GABAergic synapse 18/1562 89/8135 0.4451 0.8452 0.7615 GABRG2/SLC6A11/CACNA1B/GLS2/GABRB3/CACNA1A/GABARAPL1/GNAI1/GABRB2/CACNA1C/GABARAPL2/GLS/PRKACB/GABRA4/GABRA5/ADCY2/GLUL/PLCL1 18 KEGG hsa04975 Fat digestion and absorption 9/1562 43/8135 0.4467 0.8452 0.7615 PLA2G2D/SLC27A4/FABP2/GOT2/MOGAT3/PNLIP/PLA2G5/ACAT1/ABCA1 9 KEGG hsa00650 Butanoate metabolism 6/1562 28/8135 0.4565 0.8549 0.7702 HMGCL/BDH2/ACSM2A/ACAT1/HADH/BDH1 6 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 14/1562 69/8135 0.457 0.8549 0.7702 NAT1/GSTM5/CYP3A5/CYP2C9/GSTT1/HSD11B1/UGT2B7/CBR1/CYP2C19/CYP2A7/GSTA1/GSTM4/CYP2A13/UGT2B10 14 KEGG hsa04120 Ubiquitin mediated proteolysis 28/1562 142/8135 0.4714 0.864 0.7784 UBE2D3/UBC/SOCS3/ANAPC16/KLHL9/ANAPC15/TRIM32/RHOBTB2/UBE2D2/NEDD4/AIRE/SMURF1/UBE2J2/MDM2/CDC26/KEAP1/UBE2E2/HERC4/TRAF6/BIRC3/UBE2S/UBE2M/FBXO2/ANAPC7/CDC23/DDB1/UBE3B/UBE2Z 28 KEGG hsa04936 Alcoholic liver disease 28/1562 142/8135 0.4714 0.864 0.7784 NFKBIA/TRA2B/MLYCD/NFKB1/AKT3/MAP2K6/CCND1/LPIN3/ADH6/RIPK1/CTNNB1/MAPK8/IKBKB/ACADM/ALDH7A1/TRAF6/ACOX3/IRF3/TRADD/PPARGC1A/IKBKE/IFNA1/TRA2A/LY96/ALDH3A2/MAP3K5/ADIPOQ/ALDH1B1 28 KEGG hsa05163 Human cytomegalovirus infection 44/1562 225/8135 0.473 0.864 0.7784 NFKBIA/CDKN1A/RAC2/GNA13/ATF4/CALM2/PTGER4/CREB3L4/IL10RB/RHEB/HLA-B/NFKB1/AKT3/CXCR4/MAP2K6/PTK2B/GNAI1/CCND1/MDM2/RIPK1/CTNNB1/IKBKB/PIK3CD/CRK/GNAS/PIK3CA/HLA-E/IRF3/MAPK1/PRKACB/ROCK2/CDK4/TRAF5/HLA-A/TRADD/IL10RA/TSC1/GNA12/TAP1/HLA-F/GRB2/IFNA1/ADCY2/NFATC2 44 KEGG hsa05225 Hepatocellular carcinoma 33/1562 168/8135 0.4731 0.864 0.7784 CDKN1A/GADD45B/TGFB3/NQO1/ACTG1/AKT3/GSTM5/SMARCC2/CCND1/PLCG2/POLK/SHC3/ACTL6A/CTNNB1/WNT11/WNT3/GSTT1/KEAP1/PIK3CD/FRAT1/PIK3CA/MAPK1/TXNRD2/WNT16/CDK4/PTEN/WNT6/GRB2/SMAD3/FZD3/GSTA1/GSTM4/SMAD2 33 KEGG hsa05214 Glioma 15/1562 75/8135 0.4764 0.864 0.7784 CDKN1A/CALM2/GADD45B/AKT3/CCND1/PLCG2/MDM2/POLK/SHC3/PIK3CD/PIK3CA/MAPK1/CDK4/PTEN/GRB2 15 KEGG hsa04728 Dopaminergic synapse 26/1562 132/8135 0.4774 0.864 0.7784 KIF5C/ATF4/FOS/CALM2/PPP2CA/CREB3L4/CACNA1B/PPP2R2B/CACNA1A/AKT3/PPP2R1A/KIF5A/PPP2R3B/GNAI1/CACNA1C/GRIA3/MAPK8/MAOB/GNAS/PRKACB/SCN1A/GSK3A/PPP1CA/GRIA2/MAOA/KIF5B 26 KEGG hsa05414 Dilated cardiomyopathy 19/1562 96/8135 0.4825 0.8686 0.7825 TGFB3/ACTG1/CACNG2/EMD/ITGA3/CACNG8/SGCA/CACNA1C/SGCB/ITGA4/ITGA1/ITGA10/GNAS/PRKACB/ITGA8/ITGB7/CACNA2D2/ADCY2/ITGB6 19 KEGG hsa05017 Spinocerebellar ataxia 28/1562 143/8135 0.4879 0.8734 0.7869 PSMA8/ATG2A/VDAC3/VDAC2/CACNA1A/AKT3/ATXN1L/XBP1/RB1CC1/PPIF/ATG13/ATXN2/PSMD4/OMA1/GRIA3/MAPK8/PIK3CD/PSMA7/PSMC2/PIK3CA/PSMB2/ULK1/GRIA2/PSMA3/ATXN3/RBPJ/MAP3K5/PSMD7 28 KEGG hsa05142 Chagas disease 20/1562 102/8135 0.4984 0.8875 0.7996 NFKBIA/FOS/TGFB3/PPP2CA/PPP2R2B/TLR9/NFKB1/AKT3/PPP2R1A/GNAI1/MAPK8/JUN/IKBKB/PIK3CD/GNAS/TRAF6/PIK3CA/MAPK1/KNG1/SMAD2 20 KEGG hsa01210 2-Oxocarboxylic acid metabolism 4/1562 19/8135 0.5097 0.9011 0.8118 NAGS/IDH1/BCAT2/GOT2 4 KEGG hsa00190 Oxidative phosphorylation 26/1562 134/8135 0.5114 0.9011 0.8118 UQCRFS1/ATP6V0E1/UQCR10/ATP6V1B1/SDHD/COX4I1/ATP6V1D/NDUFB3/SDHA/NDUFA8/NDUFS2/NDUFB1/NDUFB5/CYC1/ATP6V1G3/SDHC/ATP6V1G1/ATP6V1F/COX15/ATP6V1A/COX7C/COX6B2/SDHB/COX7A2L/NDUFA7/NDUFA12 26 KEGG hsa00561 Glycerolipid metabolism 12/1562 61/8135 0.5143 0.9015 0.8121 DGKH/LPL/AGK/DGKG/LPIN3/LCLAT1/DGKB/ALDH7A1/MOGAT3/PNLIP/ALDH3A2/ALDH1B1 12 KEGG hsa00564 Glycerophospholipid metabolism 19/1562 98/8135 0.5222 0.9078 0.8178 PLA2G2D/ETNK1/LYPLA2/DGKH/PLD4/DGKG/LPIN3/GPCPD1/LCLAT1/DGKB/PLA2G5/CRLS1/PLA2G4C/GNPAT/PLD1/PTDSS1/TAZ/LPCAT3/LPCAT1 19 KEGG hsa00030 Pentose phosphate pathway 6/1562 30/8135 0.5289 0.9078 0.8178 ALDOC/RBKS/PRPS2/PFKL/ALDOB/RPE 6 KEGG hsa00053 Ascorbate and aldarate metabolism 6/1562 30/8135 0.5289 0.9078 0.8178 ALDH7A1/UGT2B7/UGDH/ALDH3A2/UGT2B10/ALDH1B1 6 KEGG hsa01523 Antifolate resistance 6/1562 30/8135 0.5289 0.9078 0.8178 NFKB1/ABCC5/SHMT2/IKBKB/GART/ABCG2 6 KEGG hsa04640 Hematopoietic cell lineage 19/1562 99/8135 0.5418 0.923 0.8315 IL7/ITGA3/IL2RA/HLA-DOB/HLA-DRA/GYPA/CR2/ITGA4/HLA-DOA/ITGA1/HLA-DMB/HLA-DPA1/MS4A1/CD44/HLA-DPB1/CD19/CD37/IL9R/HLA-DQA1 19 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 15/1562 78/8135 0.5433 0.923 0.8315 GSTM5/CYP3A5/ADH6/CYP2C9/GSTT1/HSD11B1/UGT2B7/CBR1/CBR3/CYP2A7/CYP2F1/GSTA1/GSTM4/CYP2A13/UGT2B10 15 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 37/1562 194/8135 0.548 0.9257 0.834 CD200R1/NFKBIA/HIF1A/CDKN1A/UBC/IL6ST/CD200R1L/FOS/CALM2/CLEC2B/ZFP36/HLA-B/NFKB1/AKT3/MAP2K6/CCND1/MAP1LC3B/PLCG2/CTNNB1/MAPK8/JUN/IKBKB/PIK3CD/PIK3CA/HLA-E/IRF3/MAPK1/CDK4/HLA-A/TRADD/IKBKE/HLA-F/IFNA1/LYN/NFATC2/STAT2/EP300 37 KEGG hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 4/1562 20/8135 0.5532 0.9257 0.834 CHST12/CHST15/UST/CHST11 4 KEGG hsa00670 One carbon pool by folate 4/1562 20/8135 0.5532 0.9257 0.834 MTFMT/SHMT2/MTHFD1L/GART 4 KEGG hsa03420 Nucleotide excision repair 9/1562 47/8135 0.5625 0.9366 0.8437 POLD3/GTF2H5/XPA/RPA2/GTF2H1/RFC2/POLD4/PCNA/DDB1 9 KEGG hsa04510 Focal adhesion 38/1562 201/8135 0.5719 0.9433 0.8498 RAC2/CDC42/MYL12A/TLN2/ACTG1/ITGA3/AKT3/PPP1R12A/COL6A5/MYL12B/CCND1/SHC3/CTNNB1/PIP5K1A/ITGA4/ITGA1/MAPK8/JUN/PIK3CD/ITGA10/PAK2/CRK/PIK3CA/MAPK1/BIRC3/ROCK2/ERBB2/ITGA8/ITGB7/CCND3/PPP1CA/LAMC3/COL9A1/PTEN/GRB2/VAV2/ITGB6/MYL7 38 KEGG hsa05152 Tuberculosis 34/1562 180/8135 0.5734 0.9433 0.8498 CALM2/CORO1A/TGFB3/IL10RB/HSPA9/EEA1/TLR9/NFKB1/AKT3/HLA-DOB/RFXAP/CEBPG/CASP10/MRC1/HLA-DRA/RIPK2/RAB5B/HLA-DOA/HLA-DMB/MAPK8/SPHK2/HLA-DPA1/TRAF6/MAPK1/FCGR2B/RAB7A/TRADD/IL10RA/NFYC/IFNA1/HLA-DPB1/RAB5C/EP300/HLA-DQA1 34 KEGG hsa04915 Estrogen signaling pathway 26/1562 138/8135 0.5779 0.9433 0.8498 ATF4/FOS/CALM2/HSPA8/CREB3L4/HSPA1B/HSPA1A/AKT3/GNAI1/SHC3/JUN/PIK3CD/GNAS/PIK3CA/RARA/ESR1/MAPK1/PRKACB/HSP90B1/KRT10/GRB2/ADCY2/HSP90AB1/HSPA1L/PRKCD/HSP90AA1 26 KEGG hsa05170 Human immunodeficiency virus 1 infection 40/1562 212/8135 0.5779 0.9433 0.8498 NFKBIA/RAC2/FOS/CALM2/APOBEC3F/HLA-B/NFKB1/AKT3/CXCR4/MAP2K6/TRIM5/PTK2B/GNAI1/APOBEC3C/AP1S1/PLCG2/WEE1/RIPK1/MAPK8/JUN/IKBKB/PIK3CD/PAK2/CRK/APOBEC3G/TRAF6/PIK3CA/HLA-E/IRF3/MAPK1/APOBEC3D/TRAF5/HLA-A/TRADD/WEE2/TAP1/HLA-F/IFNA1/NFATC2/DDB1 40 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 7/1562 37/8135 0.5836 0.9434 0.8499 ATP1A1/INSR/PIK3CD/PIK3CA/MAPK1/SGK1/IRS1 7 KEGG hsa05216 Thyroid cancer 7/1562 37/8135 0.5836 0.9434 0.8499 CDKN1A/GADD45B/CCND1/POLK/CTNNB1/RXRB/MAPK1 7 KEGG hsa04918 Thyroid hormone synthesis 14/1562 75/8135 0.5936 0.951 0.8567 HSPA5/ATF4/CREB3L4/TSHB/CGA/ATP1A1/SLC5A5/GNAS/PRKACB/HSP90B1/ADCY2/TPO/DUOX1/GSR 14 KEGG hsa04934 Cushing syndrome 29/1562 155/8135 0.595 0.951 0.8567 CDKN1A/ATF4/CREB3L4/RBBP5/WDR5B/FH/ASH2L/GNAI1/CCND1/PDE11A/CACNA1C/CTNNB1/WNT11/WNT3/CACNA1G/GNAS/NR4A1/AHR/MAPK1/MEN1/WNT16/PRKACB/CDK4/AIP/ARNT/WNT6/ADCY2/FZD3/PBX1 29 KEGG hsa04215 Apoptosis - multiple species 6/1562 32/8135 0.5969 0.951 0.8567 PMAIP1/BBC3/BCL2L11/MAPK8/HTRA2/BIRC3 6 KEGG hsa00920 Sulfur metabolism 2/1562 10/8135 0.5997 0.951 0.8567 BPNT1/SUOX 2 KEGG hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 5/1562 27/8135 0.6131 0.9548 0.8601 FUT7/B3GALT2/FUT2/FUT1/GCNT2 5 KEGG hsa05133 Pertussis 14/1562 76/8135 0.615 0.9548 0.8601 FOS/CALM2/NFKB1/GNAI1/MAPK8/JUN/TRAF6/IRF3/MAPK1/CASP1/IRF1/C1R/TICAM2/LY96 14 KEGG hsa04022 cGMP-PKG signaling pathway 31/1562 167/8135 0.6152 0.9548 0.8601 RGS2/GNA13/ATF4/CALM2/IRS2/CREB3L4/VDAC3/VDAC2/MEF2D/AKT3/PPP1R12A/PPIF/ATP2B1/GNAI1/ATP1A1/CACNA1C/INSR/ADRA1A/MAPK1/GTF2IRD1/ROCK2/KCNU1/KNG1/GNA12/PPP1CA/IRS1/ADCY2/NFATC2/ATP2B2/SRF/GTF2I 31 KEGG hsa04310 Wnt signaling pathway 31/1562 167/8135 0.6152 0.9548 0.8601 RAC2/PRICKLE1/CSNK2A1/PRICKLE3/CBY1/CXXC4/CCND1/DAAM1/CTNNB1/WNT11/WNT3/MAPK8/JUN/FRAT1/NLK/RUVBL1/WNT16/PRKACB/CTBP1/ROCK2/TBL1XR1/VANGL1/CCND3/FRZB/CSNK2A3/WNT6/SMAD3/NFATC2/FZD3/DKK4/EP300 31 KEGG hsa00565 Ether lipid metabolism 9/1562 49/8135 0.6164 0.9548 0.8601 PLA2G2D/PLD4/GDPD1/PAFAH1B1/PLA2G5/PLA2G4C/GDPD3/PLD1/LPCAT1 9 KEGG hsa05224 Breast cancer 27/1562 147/8135 0.6354 0.9758 0.8791 CDKN1A/FOS/GADD45B/AKT3/CCND1/HES1/NOTCH4/POLK/SHC3/CTNNB1/WNT11/WNT3/JUN/PIK3CD/FRAT1/PIK3CA/NOTCH2/ESR1/MAPK1/WNT16/ERBB2/CDK4/PTEN/WNT6/GRB2/FGF16/FZD3 27 KEGG hsa05100 Bacterial invasion of epithelial cells 14/1562 77/8135 0.6359 0.9758 0.8791 CDC42/ARPC3/ACTG1/ARPC5/HCLS1/ACTR2/RHOG/SHC3/CTNNB1/PIK3CD/CRK/PIK3CA/ACTR3B/ARHGAP10 14 KEGG hsa04910 Insulin signaling pathway 25/1562 137/8135 0.6466 0.98 0.8829 SOCS3/CALM2/IRS2/RHEB/PRKAR1A/MKNK2/LIPE/AKT3/SHC3/SH2B2/PCK2/INSR/MAPK8/IKBKB/PIK3CD/CRK/PIK3CA/MAPK1/PRKACB/PHKB/TSC1/PPARGC1A/PPP1CA/GRB2/IRS1 25 KEGG hsa04072 Phospholipase D signaling pathway 27/1562 148/8135 0.6502 0.98 0.8829 GNA13/LPAR5/RHEB/ARF1/RAPGEF3/DGKH/AKT3/PTK2B/DGKG/PLCG2/SHC3/GRM3/PIP5K1A/INSR/DGKB/SPHK2/PIK3CD/GNAS/PIK3CA/MAPK1/LPAR4/TSC1/GNA12/PLA2G4C/GRB2/PLD1/ADCY2 27 KEGG hsa04340 Hedgehog signaling pathway 10/1562 56/8135 0.6543 0.98 0.8829 KIF3A/BOC/DISP1/CCND1/SMURF1/PRKACB/SMO/CDON/HHAT/PTCH1 10 KEGG hsa03022 Basal transcription factors 8/1562 45/8135 0.6553 0.98 0.8829 GTF2A1/GTF2H5/TAF5/GTF2H1/GTF2IRD1/TAF11/TAF12/GTF2I 8 KEGG hsa04721 Synaptic vesicle cycle 14/1562 78/8135 0.6561 0.98 0.8829 ATP6V0E1/ATP6V1B1/SLC6A11/ATP6V1D/CACNA1B/CACNA1A/CPLX4/SLC6A4/ATP6V1G3/SLC6A2/ATP6V1G1/ATP6V1F/ATP6V1A/SLC17A8 14 KEGG hsa00910 Nitrogen metabolism 3/1562 17/8135 0.6611 0.98 0.8829 GLUL/CA2/CA12 3 KEGG hsa04062 Chemokine signaling pathway 35/1562 192/8135 0.6641 0.98 0.8829 NFKBIA/RAC2/CDC42/CCR6/NFKBIB/NFKB1/AKT3/CCL17/CXCR4/PTK2B/GNAI1/STAT5B/PLCG2/SHC3/NCF1/IKBKB/PIK3CD/CRK/GRK6/PIK3CA/MAPK1/CCL16/PRKACB/ROCK2/GSK3A/RASGRP2/XCL1/FGR/GRB2/ADCY2/LYN/VAV2/CCR9/PRKCD/STAT2 35 KEGG hsa00270 Cysteine and methionine metabolism 9/1562 51/8135 0.6667 0.98 0.8829 MAT2B/LDHB/MDH1/AHCYL1/APIP/BCAT2/GOT2/GCLM/PHGDH 9 KEGG hsa04913 Ovarian steroidogenesis 9/1562 51/8135 0.6667 0.98 0.8829 CGA/LHB/HSD17B1/HSD17B7/INSR/GNAS/PRKACB/PLA2G4C/ADCY2 9 KEGG hsa05410 Hypertrophic cardiomyopathy 16/1562 90/8135 0.6764 0.98 0.8829 TGFB3/ACTG1/CACNG2/EMD/ITGA3/CACNG8/SGCA/CACNA1C/SGCB/ITGA4/ITGA1/ITGA10/ITGA8/ITGB7/CACNA2D2/ITGB6 16 KEGG hsa00591 Linoleic acid metabolism 5/1562 29/8135 0.6792 0.98 0.8829 PLA2G2D/CYP2C9/CYP2C19/PLA2G5/PLA2G4C 5 KEGG hsa04744 Phototransduction 5/1562 29/8135 0.6792 0.98 0.8829 CALM2/SLC24A1/GNAT2/PDE6A/GUCA1A 5 KEGG hsa04922 Glucagon signaling pathway 19/1562 107/8135 0.6866 0.98 0.8829 SIK1/ATF4/CALM2/CREB3L4/LDHB/PRMT1/AKT3/PDHB/PCK2/GNAS/PRKACB/PHKB/PDHA1/PFKL/PPARGC1A/PGAM2/ADCY2/SIK2/EP300 19 KEGG hsa05217 Basal cell carcinoma 11/1562 63/8135 0.6871 0.98 0.8829 CDKN1A/GADD45B/POLK/CTNNB1/WNT11/WNT3/WNT16/WNT6/SMO/FZD3/PTCH1 11 KEGG hsa04015 Rap1 signaling pathway 38/1562 210/8135 0.6871 0.98 0.8829 RAC2/CDC42/CALM2/LPAR5/FGFR2/EFNA3/ANGPT1/TLN2/RAPGEF3/ACTG1/AKT3/MAP2K6/ENAH/KRIT1/GNAI1/CTNNB1/EFNA4/INSR/PRKD1/PIK3CD/CRK/GNAS/PIK3CA/MAPK1/APBB1IP/SIPA1/LPAR4/RASGRP2/PLCE1/ADCY2/FGF16/MAGI1/VAV2/MAGI3/RGS14/PRKD3/TEK/MAGI2 38 KEGG hsa05205 Proteoglycans in cancer 37/1562 205/8135 0.6918 0.98 0.8829 HIF1A/CDKN1A/CDC42/PTPN6/ERBB4/IQGAP1/ACTG1/AKT3/PPP1R12A/ANK3/HCLS1/CCND1/PLCG2/MDM2/CTNNB1/WNT11/WNT3/PIK3CD/PIK3CA/ESR1/MAPK1/WNT16/PRKACB/ROCK2/ERBB2/NANOG/ANK2/CD44/PPP1CA/PLCE1/WNT6/GRB2/SMO/FZD3/VAV2/PTCH1/SMAD2 37 KEGG hsa04714 Thermogenesis 42/1562 232/8135 0.6925 0.98 0.8829 UQCRFS1/NDUFAF5/CREB3L4/UQCR10/SDHD/COX4I1/RHEB/NDUFB3/NDUFAF3/ACTG1/SDHA/LIPE/COA3/NDUFA8/NDUFS2/NDUFB1/SMARCC2/NDUFB5/ACTL6A/CYC1/SDHC/GNAS/ACSL5/RPS6KA1/PRKACB/COX15/COX7C/TSC1/PPARGC1A/SLC25A29/COX6B2/GRB2/KDM1A/SDHB/ADCY2/NDUFAF7/COX7A2L/ACSL6/NDUFA7/NDUFA12/COA6/MAP3K5 42 KEGG hsa05032 Morphine addiction 16/1562 91/8135 0.6942 0.98 0.8829 GABRG2/CACNA1B/GABRB3/CACNA1A/GNAI1/PDE4B/GABRB2/PDE11A/PDE7A/GNAS/GRK6/PRKACB/PDE1A/GABRA4/GABRA5/ADCY2 16 KEGG hsa05219 Bladder cancer 7/1562 41/8135 0.6968 0.98 0.8829 CDKN1A/RASSF1/CCND1/MDM2/MAPK1/ERBB2/CDK4 7 KEGG hsa00240 Pyrimidine metabolism 10/1562 58/8135 0.6994 0.98 0.8829 DUT/DCK/ENPP1/HDDC2/DCTPP1/ENTPD1/ASMTL/RRM2B/CAD/DTYMK 10 KEGG hsa00061 Fatty acid biosynthesis 3/1562 18/8135 0.7005 0.98 0.8829 OXSM/ACSL5/ACSL6 3 KEGG hsa00514 Other types of O-glycan biosynthesis 8/1562 47/8135 0.705 0.9821 0.8848 ST6GAL1/GALNTL6/GALNT7/OGT/GALNT8/MFNG/GALNT2/C1GALT1C1 8 KEGG hsa04929 GnRH secretion 11/1562 64/8135 0.7078 0.9821 0.8848 TRPC1/CGA/AKT3/LHB/GNRH1/CACNA1C/CACNA1G/PIK3CD/PIK3CA/MAPK1/KISS1R 11 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 9/1562 53/8135 0.7129 0.9833 0.8858 ATP2B1/ATP1A1/KLK1/GNAS/ESR1/PRKACB/ATP2B2/RAB11A/CALB1 9 KEGG hsa00512 Mucin type O-glycan biosynthesis 6/1562 36/8135 0.7153 0.9833 0.8858 GALNTL6/GALNT7/GALNT8/GCNT1/GALNT2/C1GALT1C1 6 KEGG hsa04925 Aldosterone synthesis and secretion 17/1562 98/8135 0.7192 0.9833 0.8858 ATF4/CALM2/NR4A2/CREB3L4/LIPE/ATP2B1/ATP1A1/CACNA1C/PRKD1/CACNA1G/GNAS/NR4A1/PRKACB/ATF1/ADCY2/ATP2B2/PRKD3 17 KEGG hsa04370 VEGF signaling pathway 10/1562 59/8135 0.7205 0.9833 0.8858 RAC2/CDC42/AKT3/PLCG2/SPHK2/PIK3CD/PIK3CA/MAPK1/PLA2G4C/NFATC2 10 KEGG hsa04726 Serotonergic synapse 20/1562 115/8135 0.7258 0.9865 0.8887 DUSP1/TRPC1/CACNA1B/GABRB3/CACNA1A/RAPGEF3/GNAI1/GABRB2/SLC6A4/CYP2C9/CACNA1C/MAOB/GNAS/MAPK1/PRKACB/CYP2C19/PLA2G4C/MAOA/HTR3D/CYP4X1 20 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 25/1562 143/8135 0.7325 0.9912 0.893 IL6ST/SMAD9/FGFR2/PCGF5/AKT3/BMI1/ISL1/SKIL/CTNNB1/WNT11/WNT3/PIK3CD/PIK3CA/ID4/MAPK1/WNT16/NODAL/NANOG/WNT6/GRB2/SMAD3/FZD3/SMAD2/PCGF6/ZFHX3 25 KEGG hsa00592 alpha-Linolenic acid metabolism 4/1562 25/8135 0.7352 0.9912 0.893 PLA2G2D/ACOX3/PLA2G5/PLA2G4C 4 KEGG hsa04978 Mineral absorption 10/1562 60/8135 0.7406 0.9944 0.8959 HEPHL1/FTH1/ATP2B1/ATP1A1/SLC6A19/HMOX2/STEAP1/ATP2B2/SLC5A1/SLC26A3 10 KEGG hsa04024 cAMP signaling pathway 39/1562 221/8135 0.7492 0.9984 0.8994 NFKBIA/RAC2/FOS/CALM2/CREB3L4/TSHB/CGA/RAPGEF3/NFKB1/LIPE/AKT3/PPP1R12A/ATP2B1/GNAI1/PDE4B/LHB/ATP1A1/CACNA1C/GRIA3/MAPK8/JUN/PIK3CD/GNAS/PIK3CA/ACOX3/MAPK1/PRKACB/ROCK2/PPP1CA/PLCE1/GRIA2/PLD1/ADCY2/NPY/VAV2/PTCH1/ATP2B2/SSTR2/EP300 39 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 17/1562 100/8135 0.7505 0.9984 0.8994 CDC42/TGFB3/NFKB1/AKT3/CCND1/STAT5B/PLCG2/MAPK8/JUN/PIK3CD/PIK3CA/MAPK1/CDK4/PLCE1/SMAD3/PRKCD/SMAD2 17 KEGG hsa05218 Melanoma 12/1562 72/8135 0.7525 0.9984 0.8994 CDKN1A/GADD45B/AKT3/CCND1/MDM2/POLK/PIK3CD/PIK3CA/MAPK1/CDK4/PTEN/FGF16 12 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 18/1562 106/8135 0.7566 0.9998 0.9007 CDKN1A/GNA13/ATF4/FOS/NR4A2/CREB3L4/MEF2D/JUND/GNAI1/PDE4B/GNAS/RXRB/MAPK1/PRKACB/GNA12/PLD1/ADCY2/MMP16 18 KEGG hsa00790 Folate biosynthesis 4/1562 26/8135 0.764 1 0.9009 MOCS2/PTS/CBR1/ALPP 4 KEGG hsa05221 Acute myeloid leukemia 11/1562 67/8135 0.7647 1 0.9009 NFKB1/AKT3/CCND1/STAT5B/IKBKB/PIK3CD/PIK3CA/RARA/MAPK1/GRB2/CCNA2 11 KEGG hsa00100 Steroid biosynthesis 3/1562 20/8135 0.7685 1 0.9009 HSD17B7/DHCR24/FDFT1 3 KEGG hsa04979 Cholesterol metabolism 8/1562 50/8135 0.7704 1 0.9009 ABCB11/VDAC3/VDAC2/LPL/PLTP/VAPB/MYLIP/ABCA1 8 KEGG hsa04972 Pancreatic secretion 17/1562 102/8135 0.7794 1 0.9009 PLA2G2D/TRPC1/CTRL/ATP2B1/CELA3A/ATP1A1/CPB2/CHRM3/GNAS/PNLIP/PLA2G5/ADCY2/ATP2B2/RAB8A/RAB11A/CA2/SLC26A3 17 KEGG hsa00051 Fructose and mannose metabolism 5/1562 33/8135 0.7873 1 0.9009 ALDOC/FPGT/ENOSF1/PFKL/ALDOB 5 KEGG hsa04724 Glutamatergic synapse 19/1562 114/8135 0.7891 1 0.9009 TRPC1/GLS2/CACNA1A/GRIK2/GNAI1/CACNA1C/GRM3/GRIA3/GNAS/DLG4/GLS/MAPK1/PRKACB/SLC17A8/PLA2G4C/GRIA2/PLD1/ADCY2/GLUL 19 KEGG hsa04217 Necroptosis 27/1562 159/8135 0.7918 1 0.9009 TNFAIP3/VDAC3/CYLD/HMGB1/VDAC2/CAPN1/TNFSF10/FTH1/CHMP4A/STAT6/STAT5B/SQSTM1/RIPK1/MAPK8/PARP1/BIRC3/CASP1/TRAF5/TRADD/PLA2G4C/AIFM1/IFNA1/GLUL/HSP90AB1/TICAM2/HSP90AA1/STAT2 27 KEGG hsa04723 Retrograde endocannabinoid signaling 25/1562 148/8135 0.7934 1 0.9009 GABRG2/CACNA1B/GABRB3/NDUFB3/CACNA1A/NDUFA8/NDUFS2/NDUFB1/GNAI1/GABRB2/NDUFB5/NAPEPLD/CACNA1C/GRIA3/MAPK8/MAPK1/PRKACB/ABHD6/SLC17A8/GRIA2/GABRA4/GABRA5/ADCY2/NDUFA7/NDUFA12 25 KEGG hsa03008 Ribosome biogenesis in eukaryotes 18/1562 109/8135 0.7974 1 0.9009 NXT1/SBDS/UTP6/CSNK2A1/RPP25L/REXO2/RIOK1/NOP58/WDR43/RCL1/IMP3/TCOF1/FBLL1/UTP14A/CSNK2A3/RPP38/NOP10/NAT10 18 KEGG hsa04014 Ras signaling pathway 40/1562 232/8135 0.8021 1 0.9009 PLA2G2D/RAC2/CDC42/CALM2/FGFR2/EFNA3/ANGPT1/NFKB1/AKT3/ETS1/SYNGAP1/RASSF1/PLCG2/RALBP1/SHC3/EFNA4/RAB5B/INSR/MAPK8/SHOC2/RASAL3/IKBKB/PIK3CD/PAK2/PIK3CA/MAPK1/PRKACB/PLA2G5/EXOC2/PLA2G4C/RASGRP2/PLCE1/GRB2/PLD1/FGF16/NF1/RAB5C/KSR2/TEK/RASAL2 40 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 16/1562 98/8135 0.8021 1 0.9009 CALM2/PTGER4/MAP2K6/PLCG2/MAPK8/TRPV2/PIK3CD/GNAS/PIK3CA/PRKACB/KNG1/PPP1CA/PLA2G4C/ADCY2/TRPA1/PRKCD 16 KEGG hsa05226 Gastric cancer 25/1562 149/8135 0.8044 1 0.9009 CDKN1A/GADD45B/FGFR2/TGFB3/AKT3/CCND1/POLK/SHC3/CTNNB1/WNT11/WNT3/CDH17/PIK3CD/FRAT1/RXRB/PIK3CA/MAPK1/WNT16/ERBB2/WNT6/GRB2/FGF16/SMAD3/FZD3/SMAD2 25 KEGG hsa00480 Glutathione metabolism 9/1562 58/8135 0.8092 1 0.9009 GSTM5/IDH1/ODC1/GSTT1/GCLM/GSTA1/RRM2B/GSTM4/GSR 9 KEGG hsa00603 Glycosphingolipid biosynthesis - globo and isoglobo series 2/1562 15/8135 0.8138 1 0.9009 FUT2/FUT1 2 KEGG hsa04512 ECM-receptor interaction 14/1562 88/8135 0.8214 1 0.9009 HMMR/ITGA3/COL6A5/ITGA4/ITGA1/FRAS1/FREM2/ITGA10/ITGA8/ITGB7/CD44/LAMC3/COL9A1/ITGB6 14 KEGG hsa04926 Relaxin signaling pathway 21/1562 129/8135 0.8317 1 0.9009 NFKBIA/ATF4/FOS/CREB3L4/NFKB1/AKT3/GNAI1/SHC3/ACTA2/MAPK8/JUN/RXFP1/PIK3CD/GNAS/PIK3CA/MAPK1/PRKACB/RXFP4/GRB2/ADCY2/SMAD2 21 KEGG hsa00430 Taurine and hypotaurine metabolism 2/1562 16/8135 0.8418 1 0.9009 FMO4/FMO1 2 KEGG hsa04151 PI3K-Akt signaling pathway 61/1562 354/8135 0.849 1 0.9009 CDKN1A/ATF4/LPAR5/FGFR2/ERBB4/PPP2CA/AREG/CREB3L4/IL7/IL2RG/RHEB/PPP2R2B/EFNA3/BCL2L11/ANGPT1/ITGA3/NFKB1/IL2RA/AKT3/PPP2R1A/PPP2R3B/COL6A5/CCND1/MDM2/PCK2/ITGA4/EFNA4/INSR/ITGA1/IKBKB/PIK3CD/ITGA10/DDIT4/NR4A1/PIK3CA/CDC37/MAPK1/ERBB2/CDK4/ITGA8/ITGB7/HSP90B1/CCND3/SGK1/LPAR4/TSC1/LAMC3/COL9A1/PTEN/GRB2/IFNA1/IRS1/CD19/HSP90AB1/FGF16/MAGI1/ITGB6/TEK/MAGI2/HSP90AA1/STK11 61 KEGG hsa04720 Long-term potentiation 10/1562 67/8135 0.8538 1 0.9009 ATF4/CALM2/RAPGEF3/CACNA1C/RPS6KA1/MAPK1/PRKACB/PPP1CA/GRIA2/EP300 10 KEGG hsa00140 Steroid hormone biosynthesis 9/1562 61/8135 0.854 1 0.9009 CYP7B1/CYP3A5/HSD17B1/HSD17B7/HSD17B12/HSD11B1/SULT1E1/UGT2B7/UGT2B10 9 KEGG hsa00590 Arachidonic acid metabolism 9/1562 61/8135 0.854 1 0.9009 PLA2G2D/CYP2C9/PTGES3/CBR1/CYP2C19/PLA2G5/EPHX2/PLA2G4C/CBR3 9 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 12/1562 79/8135 0.8549 1 0.9009 FGFR2/BCL2L11/AKT3/PLCG2/SHC3/PIK3CD/PIK3CA/MAPK1/ERBB2/PTEN/GRB2/NF1 12 KEGG hsa01250 Biosynthesis of nucleotide sugars 5/1562 37/8135 0.8647 1 0.9009 GALE/NAGK/UGDH/FPGT/TGDS 5 KEGG hsa00120 Primary bile acid biosynthesis 2/1562 17/8135 0.8659 1 0.9009 HSD17B4/CYP7B1 2 KEGG hsa00450 Selenocompound metabolism 2/1562 17/8135 0.8659 1 0.9009 SEPHS2/TXNRD2 2 KEGG hsa04977 Vitamin digestion and absorption 3/1562 24/8135 0.8668 1 0.9009 MMACHC/FOLH1/PNLIP 3 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 24/1562 150/8135 0.8676 1 0.9009 ATF4/CALM2/PPP2CA/CREB3L4/PPP2R2B/RAPGEF3/CACNG2/AKT3/PPP2R1A/CACNG8/PPP2R3B/ATP2B1/GNAI1/ATP1A1/CACNA1C/GNAS/ADRA1A/MAPK1/PRKACB/SCN7A/CACNA2D2/PPP1CA/ADCY2/ATP2B2 24 KEGG hsa00510 N-Glycan biosynthesis 7/1562 50/8135 0.8706 1 0.9009 MGAT3/ST6GAL1/DAD1/FUT8/DPM3/ALG8/DPM2 7 KEGG hsa05144 Malaria 7/1562 50/8135 0.8706 1 0.9009 TGFB3/TLR9/GYPA/CD81/HBA1/CD40/HBA2 7 KEGG hsa04710 Circadian rhythm 4/1562 31/8135 0.8725 1 0.9009 PER1/CRY2/NPAS2/BHLHE40 4 KEGG hsa04260 Cardiac muscle contraction 13/1562 87/8135 0.8774 1 0.9009 UQCRFS1/UQCR10/COX4I1/CACNG2/CACNG8/ATP1A1/CACNA1C/CYC1/COX7C/CACNA2D2/COX6B2/COX7A2L/TRDN 13 KEGG hsa04270 Vascular smooth muscle contraction 21/1562 134/8135 0.8781 1 0.9009 PLA2G2D/GNA13/CALM2/PPP1R14A/MYH10/PPP1R12A/CACNA1C/ACTA2/GNAS/ADRA1A/MAPK1/PRKACB/ROCK2/KCNU1/PLA2G5/GNA12/PPP1CA/PLA2G4C/MYH11/ADCY2/PRKCD 21 KEGG hsa04350 TGF-beta signaling pathway 14/1562 94/8135 0.8873 1 0.9009 SMAD9/TGFB3/PPP2CA/SMAD7/PPP2R1A/SMURF1/ID4/MAPK1/SMAD6/NODAL/SMAD3/SMAD2/EP300/GREM2 14 KEGG hsa04971 Gastric acid secretion 11/1562 76/8135 0.8876 1 0.9009 CALM2/ACTG1/GNAI1/ATP1A1/CHRM3/GNAS/PRKACB/KCNE2/ADCY2/SSTR2/CA2 11 KEGG hsa04916 Melanogenesis 15/1562 101/8135 0.8963 1 0.9009 CALM2/CREB3L4/GNAI1/CTNNB1/WNT11/WNT3/GNAS/MAPK1/WNT16/PRKACB/WNT6/ADCY2/FZD3/EP300/DCT 15 KEGG hsa04725 Cholinergic synapse 17/1562 113/8135 0.8973 1 0.9009 ATF4/FOS/CREB3L4/CACNA1B/CACNA1A/AKT3/GNAI1/CACNA1C/PIK3CD/CHRM3/PIK3CA/MAPK1/PRKACB/CHRNA7/ADCY2/CHRNA6/KCNJ12 17 KEGG hsa04927 Cortisol synthesis and secretion 9/1562 65/8135 0.9002 1 0.9009 ATF4/CREB3L4/CACNA1C/CACNA1G/GNAS/NR4A1/PRKACB/ADCY2/PBX1 9 KEGG hsa00531 Glycosaminoglycan degradation 2/1562 19/8135 0.9043 1 0.9009 HYAL2/IDS 2 KEGG hsa04973 Carbohydrate digestion and absorption 6/1562 47/8135 0.9107 1 0.9009 SLC37A4/AKT3/ATP1A1/PIK3CD/PIK3CA/SLC5A1 6 KEGG hsa00040 Pentose and glucuronate interconversions 4/1562 34/8135 0.9144 1 0.9009 UGT2B7/UGDH/UGT2B10/RPE 4 KEGG hsa04742 Taste transduction 12/1562 86/8135 0.9208 1 0.9009 PKD1L3/CACNA1A/CACNA1C/PKD2L1/CHRM3/PRKACB/TAS2R5/PDE1A/GABRA4/GABRA5/TRPM5/HTR3D 12 KEGG hsa00983 Drug metabolism - other enzymes 11/1562 80/8135 0.9222 1 0.9009 DUT/NAT1/GSTM5/GSTT1/UGT2B7/XDH/CYP2A7/GSTA1/RRM2B/GSTM4/UGT2B10 11 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 14/1562 100/8135 0.9321 1 0.9009 IL6ST/CCR6/IL10RB/IL24/IL2RG/TNFSF10/IL2RA/CCL17/CXCR4/IL20RA/CCL16/IL10RA/XCL1/CCR9 14 KEGG hsa00500 Starch and sucrose metabolism 4/1562 36/8135 0.935 1 0.9009 ENPP1/PGM2L1/GANC/AGL 4 KEGG hsa04114 Oocyte meiosis 19/1562 131/8135 0.9357 1 0.9009 CALM2/ANAPC16/PPP2CA/ANAPC15/SMC1B/CPEB3/PPP2R1A/SPDYE6/CDC26/AURKA/SPDYE2B/RPS6KA1/MAPK1/PRKACB/PPP1CA/ANAPC7/CDC23/ADCY2/SMC1A 19 KEGG hsa04650 Natural killer cell mediated cytotoxicity 19/1562 131/8135 0.9357 1 0.9009 RAC2/PTPN6/HLA-B/CD48/TNFSF10/PTK2B/ICAM2/PLCG2/SHC3/PIK3CD/PIK3CA/HLA-E/MAPK1/HLA-A/GRB2/IFNA1/NFATC2/VAV2/KIR3DL3 19 KEGG hsa04630 JAK-STAT signaling pathway 24/1562 162/8135 0.9411 1 0.9009 CDKN1A/IL6ST/PTPN6/SOCS3/IL7/IL10RB/IL24/IL2RG/IL2RA/AKT3/STAT6/STAM2/IL20RA/CCND1/STAT5B/PIK3CD/PIK3CA/CCND3/IL10RA/GRB2/IFNA1/IL9R/STAT2/EP300 24 KEGG hsa05143 African trypanosomiasis 4/1562 37/8135 0.9435 1 0.9009 TLR9/KNG1/HBA1/HBA2 4 KEGG hsa03010 Ribosome 23/1562 158/8135 0.949 1 0.9009 MRPL18/MRPL35/MRPS5/MRPL1/RPS7/MRPS14/MRPS6/MRPS18C/RPS9/MRPL20/MRPL24/MRPS18A/MRPL3/MRPL34/RSL24D1/MRPL36/MRPS21/MRPS9/MRPL9/MRPL27/MRPS10/RPLP0/RPL36AL 23 KEGG hsa04713 Circadian entrainment 13/1562 97/8135 0.9492 1 0.9009 PER1/FOS/CALM2/GNAI1/CACNA1C/MTNR1A/GRIA3/CACNA1G/GNAS/MAPK1/PRKACB/GRIA2/ADCY2 13 KEGG hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 1/1562 14/8135 0.9496 1 0.9009 FUT8 1 KEGG hsa00600 Sphingolipid metabolism 6/1562 52/8135 0.9512 1 0.9009 SGPP1/CERS6/SPHK2/CERS4/SMPD3/SMPD2 6 KEGG hsa00052 Galactose metabolism 3/1562 31/8135 0.9536 1 0.9009 GALE/GANC/PFKL 3 KEGG hsa00970 Aminoacyl-tRNA biosynthesis 8/1562 66/8135 0.9546 1 0.9009 FARSA/QRSL1/MTFMT/IARS2/TARS2/EARS2/FARSB/PARS2 8 KEGG hsa04921 Oxytocin signaling pathway 22/1562 154/8135 0.9563 1 0.9009 CDKN1A/RGS2/FOS/CALM2/ACTG1/CACNG2/PPP1R12A/CACNG8/GNAI1/CCND1/CACNA1C/JUN/GNAS/MAPK1/PRKACB/ROCK2/CACNA2D2/PPP1CA/PLA2G4C/ADCY2/NFATC2/KCNJ12 22 KEGG hsa04911 Insulin secretion 11/1562 86/8135 0.9569 1 0.9009 ATF4/CREB3L4/ATP1A1/CACNA1C/CHRM3/GNAS/PRKACB/KCNU1/FFAR1/PCLO/ADCY2 11 KEGG hsa00604 Glycosphingolipid biosynthesis - ganglio series 1/1562 15/8135 0.9593 1 0.9009 B3GALT4 1 KEGG hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 2/1562 24/8135 0.96 1 0.9009 HS3ST1/EXTL2 2 KEGG hsa04976 Bile secretion 11/1562 89/8135 0.9684 1 0.9009 ABCB11/ATP1A1/GNAS/UGT2B7/PRKACB/SLC4A5/ADCY2/ABCG2/CA2/SLC5A1/UGT2B10 11 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 5/1562 49/8135 0.9713 1 0.9009 CHIT1/GALE/NAGK/UGDH/FPGT 5 KEGG hsa05206 MicroRNAs in cancer 47/1562 310/8135 0.9748 1 0.9009 CDKN1A/MIR150/IRS2/MIR103A2/TP63/MIR101-1/GLS2/EZH2/EFNA3/MIR32/BCL2L11/NFKB1/BMI1/HDAC1/MIR223/RASSF1/CCND1/HDAC2/PLCG2/MDM2/NOTCH4/MIRLET7D/WNT3/EFNA4/IKBKB/PIK3CD/SLC7A1/CRK/DDIT4/GLS/PIK3CA/NOTCH2/MAPK1/ERBB2/CD44/MIR215/MIR194-1/MIR128-2/MIR128-1/MIR19B2/PTEN/GRB2/IRS1/FZD3/MMP16/MIR210/EP300 47 KEGG hsa04970 Salivary secretion 11/1562 93/8135 0.9795 1 0.9009 CALM2/ATP2B1/MUC7/ATP1A1/CHRM3/GNAS/ADRA1A/PRKACB/STATH/ADCY2/ATP2B2 11 KEGG hsa04142 Lysosome 17/1562 132/8135 0.9798 1 0.9009 M6PR/MFSD8/HYAL2/AP4M1/CTNS/LAPTM4A/ACP5/AP1S1/NAPSA/LAPTM5/CTSC/CTSO/CLN5/NCOA7/GM2A/IDS/DNASE2 17 KEGG hsa04540 Gap junction 10/1562 88/8135 0.9831 1 0.9009 TUBB2A/TUBB4A/TUBB2B/GNAI1/TUBB4B/GNAS/MAPK1/PRKACB/GRB2/ADCY2 10 KEGG hsa05146 Amoebiasis 12/1562 102/8135 0.9842 1 0.9009 TGFB3/PRDX1/NFKB1/RAB5B/PIK3CD/GNAS/PIK3CA/PRKACB/RAB7A/LAMC3/RAB5C/ARG2 12 KEGG hsa04924 Renin secretion 7/1562 69/8135 0.9865 1 0.9009 CALM2/PTGER4/GNAI1/CACNA1C/GNAS/PRKACB/PDE1A 7 KEGG hsa04371 Apelin signaling pathway 17/1562 139/8135 0.9898 1 0.9009 GNA13/CALM2/KLF2/MEF2D/LIPE/AKT3/GNAI1/CCND1/MAP1LC3B/ACTA2/SPHK2/MAPK1/PRKACB/PPARGC1A/ADCY2/SMAD3/SMAD2 17 KEGG hsa00515 Mannose type O-glycan biosynthesis 1/1562 23/8135 0.9926 1 0.9009 FKTN 1 KEGG hsa04614 Renin-angiotensin system 1/1562 23/8135 0.9926 1 0.9009 KLK1 1 KEGG hsa05171 Coronavirus disease - COVID-19 31/1562 232/8135 0.9932 1 0.9009 NFKBIA/IL6ST/FOS/OAS1/OAS2/NFKBIB/NFKB1/RPS7/DDX58/PLCG2/MX1/RPS9/MAPK8/JUN/IKBKB/PIK3CD/TMPRSS2/RSL24D1/TRAF6/PIK3CA/IRF3/MAPK1/CASP1/MAVS/IKBKE/IFNA1/C1R/RPLP0/MX2/STAT2/RPL36AL 31 KEGG hsa05150 Staphylococcus aureus infection 10/1562 96/8135 0.9935 1 0.9009 HLA-DOB/HLA-DRA/HLA-DOA/HLA-DMB/HLA-DPA1/FCGR2B/KRT10/HLA-DPB1/C1R/HLA-DQA1 10 KEGG hsa04020 Calcium signaling pathway 31/1562 240/8135 0.9966 1 0.9009 CALM2/FGFR2/ERBB4/VDAC3/VDAC2/CACNA1B/CACNA1A/CXCR4/PTK2B/PPIF/ATP2B1/PLCG2/CACNA1C/SPHK2/CACNA1G/CHRM3/P2RX5/GNAS/ADRA1A/PRKACB/PHKB/ERBB2/PDE1A/CHRNA7/PLCE1/ORAI3/ADCY2/FGF16/ATP2B2/TRDN/TBXA2R 31 KEGG hsa04613 Neutrophil extracellular trap formation 23/1562 190/8135 0.9969 1 0.9009 RAC2/CLCN3/VDAC3/HMGB1/VDAC2/CASP4/CYBA/ACTG1/NFKB1/AKT3/PPIF/HDAC1/HDAC2/PLCG2/NCF1/PIK3CD/PIK3CA/NCF4/MAPK1/CASP1/GSDMD/ATG7/HDAC9 23 KEGG hsa00513 Various types of N-glycan biosynthesis 2/1562 39/8135 0.9975 1 0.9009 DAD1/FUT8 2 KEGG hsa04610 Complement and coagulation cascades 6/1562 85/8135 0.9996 1 0.9009 CR2/CPB2/KNG1/A2M/C1R/PROCR 6 KEGG hsa05034 Alcoholism 18/1562 187/8135 0.9999 1 0.9009 ATF4/CALM2/CREB3L4/HDAC1/GNAI1/HDAC2/SHC3/MAOB/FOSB/GNAS/PKIA/MAPK1/PRKACB/PPP1CA/MAOA/GRB2/NPY/HDAC9 18 KEGG hsa05322 Systemic lupus erythematosus 11/1562 136/8135 0.9999 1 0.9009 SNRPB/HLA-DOB/SNRPD3/HLA-DRA/HLA-DOA/HLA-DMB/HLA-DPA1/HLA-DPB1/C1R/CD40/HLA-DQA1 11 KEGG hsa04060 Cytokine-cytokine receptor interaction 30/1562 295/8135 1 1 0.9009 IL6ST/IL16/CCR6/TGFB3/IL7/IL10RB/TNFRSF19/IL24/LTB/IL2RG/TNFSF10/IL2RA/CCL17/CXCR4/IL20RA/EDA2R/IL36B/BMP3/CCL16/NODAL/TNFSF18/IL1F10/IL10RA/XCL1/IL26/IFNA1/CCR9/CD40/IL9R/EBI3 30 KEGG hsa04080 Neuroactive ligand-receptor interaction 38/1562 353/8135 1 1 0.9009 GABRG2/S1PR2/PTGER4/LYPD6B/TSHB/GABRB3/CGA/S1PR4/CALCR/GRIK2/CHRNA5/LHB/GABRB2/GNRH1/GRM3/MTNR1A/NPFFR2/P2RY14/GRIA3/RXFP1/CHRM3/P2RX5/ADRA1A/GALP/KNG1/CHRNA9/RXFP4/LPAR4/CHRNA7/GLRB/GRIA2/GABRA4/GABRA5/KISS1R/NPY/SSTR2/CHRNA6/TBXA2R 38 KEGG hsa04740 Olfactory transduction 20/1562 440/8135 1 1 0.9009 RGS2/OR13C2/CALM2/OR8H2/OR10W1/OR5H6/OR13A1/OR13C5/PRKACB/OR2V1/OR52R1/PDE1A/OR6C75/OR10G3/OR2B11/OR52N5/OR4K2/OR8S1/OR13C9/OR51V1 20