ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa05224 Breast cancer 23/669 147/8144 0.00191 0.6245 0.6245 DVL2/CSNK1A1/WNT8B/CDK4/GRB2/FZD1/PTEN/HES5/FZD2/KIT/FZD9/BRAF/NOTCH2/SHC4/FZD3/WNT9B/HEY2/ESR1/FOS/IGF1/FRAT2/AXIN1/MAPK3 23 KEGG hsa04310 Wnt signaling pathway 23/669 167/8144 0.009494 0.6942 0.6942 SENP2/LGR5/CSNK2A1/DVL2/RAC3/CSNK1A1/WNT8B/RSPO4/RSPO3/FZD1/TBL1Y/CTNND2/FZD2/FOSL1/INVS/FZD9/FZD3/WNT9B/RAC1/WIF1/CSNK2A2/FRAT2/AXIN1 23 KEGG hsa00910 Nitrogen metabolism 5/669 17/8144 0.009907 0.6942 0.6942 GLUD1/CA8/GLUL/CA5B/CA7 5 KEGG hsa05225 Hepatocellular carcinoma 23/669 168/8144 0.01018 0.6942 0.6942 DVL2/CSNK1A1/ACTG1/WNT8B/CDK4/GRB2/FZD1/PTEN/ELK1/ARID1A/FZD2/TGFA/FZD9/BRAF/SHC4/NFE2L2/FZD3/WNT9B/MGST2/PBRM1/FRAT2/AXIN1/MAPK3 23 KEGG hsa03250 Viral life cycle - HIV-1 11/669 63/8144 0.01267 0.6942 0.6942 CPSF7/RANBP2/CD4/APOBEC3D/BICD1/PSIP1/NUP153/SERINC3/CXCR4/BST2/TNPO3 11 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 20/669 143/8144 0.01274 0.6942 0.6942 DVL2/WNT8B/RIF1/GRB2/FZD1/PCGF2/BMPR2/NEUROG1/FZD2/PCGF6/FZD9/PCGF1/PCGF5/FZD3/WNT9B/KLF4/DUSP9/IGF1/AXIN1/MAPK3 20 KEGG hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 6/669 26/8144 0.01667 0.7786 0.7786 PIGH/PIGA/PGAP1/PIGT/PIGN/PIGB 6 KEGG hsa03460 Fanconi anemia pathway 9/669 54/8144 0.03036 0.8866 0.8866 ATR/FANCA/USP1/PMS2/REV1/MUS81/FANCB/PALB2/UBE2T 9 KEGG hsa05217 Basal cell carcinoma 10/669 63/8144 0.03148 0.8866 0.8866 DVL2/WNT8B/FZD1/FZD2/FZD9/FZD3/WNT9B/BMP2/AXIN1/SMO 10 KEGG hsa03040 Spliceosome 19/669 147/8144 0.0316 0.8866 0.8866 SNRNP40/PRPF18/RBM25/HSPA1L/SNRPD3/SYF2/PPIE/SF3B4/SNRPC/SNRPF/DHX8/SNRPG/THOC1/PRPF31/PHF5A/SNRPD2/MAGOHB/HSPA6/DDX46 19 KEGG hsa00020 Citrate cycle (TCA cycle) 6/669 30/8144 0.03253 0.8866 0.8866 SUCLG1/ACO2/OGDHL/MDH1/SUCLA2/DLD 6 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 6/669 30/8144 0.03253 0.8866 0.8866 GCSH/ACO2/MDH1/GLUL/ACSS1/DLD 6 KEGG hsa04710 Circadian rhythm 6/669 31/8144 0.03764 0.9092 0.9092 PRKAG1/RORB/BHLHE41/PRKAB2/CLOCK/FBXL3 6 KEGG hsa04510 Focal adhesion 24/669 201/8144 0.03981 0.9092 0.9092 RAC3/ACTG1/RAP1B/GRB2/MYL12A/PTEN/LAMA1/ELK1/RELN/COMP/BRAF/SHC4/COL4A4/MYL10/RAC1/IGF1/FN1/ITGA6/TLN1/KDR/COL4A3/THBS4/CAV2/MAPK3 24 KEGG hsa04142 Lysosome 17/669 132/8144 0.04171 0.9092 0.9092 DMXL1/LAMP3/GNPTAB/CTSH/AP1M2/LGMN/MFSD8/MANBA/ATP6AP1/HEXA/SGSH/NAGPA/ACP2/GGA3/CLN5/CD164/NPC1 17 KEGG hsa00510 N-Glycan biosynthesis 8/669 50/8144 0.04934 1 1 ALG9/ALG12/MOGS/ALG13/MAN1A2/ALG2/SRD5A3/DPM3 8 KEGG hsa01522 Endocrine resistance 13/669 98/8144 0.05688 1 1 CDK4/GRB2/ADCY8/BRAF/NOTCH2/SHC4/GNAS/ESR1/FOS/IGF1/MMP9/MDM2/MAPK3 13 KEGG hsa04914 Progesterone-mediated oocyte maturation 13/669 102/8144 0.07364 1 1 CCNA2/CDK1/ANAPC5/CDC23/SPDYE1/ADCY8/BUB1/BRAF/MAD2L2/PDE3B/IGF1/CCNA1/MAPK3 13 KEGG hsa04150 mTOR signaling pathway 18/669 156/8144 0.0883 1 1 DEPDC5/DVL2/WNT8B/GRB2/FZD1/ATP6V1D/PTEN/FZD2/FZD9/BRAF/RRAGC/TSC1/FZD3/WNT9B/IGF1/SESN2/CHUK/MAPK3 18 KEGG hsa00513 Various types of N-glycan biosynthesis 6/669 39/8144 0.0964 1 1 ALG9/ALG12/ALG13/MAN1A2/ALG2/HEXA 6 KEGG hsa05165 Human papillomavirus infection 34/669 331/8144 0.1012 1 1 CCNA2/PPP2CA/DVL2/CSNK1A1/WNT8B/CDK4/GRB2/FZD1/ATP6V1D/ATR/PTEN/HES5/LAMA1/FZD2/ATP6AP1/RELN/FZD9/COMP/NOTCH2/TSC1/FZD3/WNT9B/HEY2/COL4A4/GNAS/FN1/ITGA6/AXIN1/COL4A3/CCNA1/MDM2/THBS4/CHUK/MAPK3 34 KEGG hsa04141 Protein processing in endoplasmic reticulum 19/669 171/8144 0.1081 1 1 EIF2S1/HSPA1L/DNAJC10/SEC23A/UBXN4/NGLY1/DNAJC3/MOGS/DNAJB1/RAD23A/MAN1A2/SEC61B/HERPUD1/NFE2L2/HSPH1/SEL1L2/UBXN8/HSP90B1/HSPA6 19 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 9/669 69/8144 0.1103 1 1 CYP2A7/UGT2B11/CYP3A5/CYP2A6/SULT1A2/SULT1A3/SULT1A4/MGST2/UGT2B15 9 KEGG hsa04211 Longevity regulating pathway 11/669 89/8144 0.1115 1 1 PRKAG1/SIRT1/RB1CC1/PRKAB2/KL/SESN3/ADCY8/TSC1/IGF1/SESN2/IRS4 11 KEGG hsa04727 GABAergic synapse 11/669 89/8144 0.1115 1 1 GAD2/HAP1/GNG3/GABRA4/GLUL/ADCY8/GNG13/GLS/GNB4/GABARAP/GABRA1 11 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 11/669 89/8144 0.1115 1 1 IFNGR1/LAT/CSNK2A1/CD4/PTEN/ZAP70/CD274/FOS/CSNK2A2/CHUK/MAPK3 11 KEGG hsa05110 Vibrio cholerae infection 7/669 50/8144 0.1125 1 1 ACTG1/ATP6V1D/TJP1/SEC61B/ATP6AP1/GNAS/KDELR2 7 KEGG hsa03060 Protein export 4/669 23/8144 0.1149 1 1 SRP54/SEC61B/SEC11C/SRP19 4 KEGG hsa04216 Ferroptosis 6/669 41/8144 0.116 1 1 MAP1LC3B2/GCLM/SLC39A8/ACSL4/VDAC3/LPCAT3 6 KEGG hsa05205 Proteoglycans in cancer 22/669 205/8144 0.1172 1 1 ACTG1/WNT8B/GRB2/FZD1/ELK1/FZD2/FZD9/BRAF/FZD3/WNT9B/TWIST1/RAC1/ESR1/IGF1/MMP9/FN1/SMO/KDR/HOXD10/MDM2/CAV2/MAPK3 22 KEGG hsa00730 Thiamine metabolism 3/669 15/8144 0.1198 1 1 AK5/NFS1/AK2 3 KEGG hsa04916 Melanogenesis 12/669 101/8144 0.1238 1 1 DVL2/WNT8B/FZD1/KITLG/FZD2/KIT/FZD9/ADCY8/FZD3/WNT9B/GNAS/MAPK3 12 KEGG hsa05032 Morphine addiction 11/669 91/8144 0.1251 1 1 GNG3/PDE4D/GABRA4/ADCY8/GNG13/PDE8B/GNAS/GNB4/PDE3B/GABRA1/PDE10A 11 KEGG hsa04130 SNARE interactions in vesicular transport 5/669 33/8144 0.1298 1 1 STX3/STX2/BET1L/SNAP29/STX7 5 KEGG hsa04213 Longevity regulating pathway - multiple species 8/669 62/8144 0.1334 1 1 HSPA1L/PRKAG1/SIRT1/PRKAB2/ADCY8/IGF1/HSPA6/IRS4 8 KEGG hsa04934 Cushing syndrome 17/669 155/8144 0.1342 1 1 DVL2/WNT8B/CDK4/RAP1B/FZD1/FZD2/FZD9/ADCY8/BRAF/FZD3/WNT9B/PDE8B/GNAS/ARMC5/AXIN1/ORAI1/MAPK3 17 KEGG hsa04115 p53 signaling pathway 9/669 73/8144 0.1424 1 1 MDM4/CDK1/CDK4/ATR/PTEN/SESN3/IGF1/SESN2/MDM2 9 KEGG hsa01200 Carbon metabolism 13/669 115/8144 0.1483 1 1 GCSH/PSPH/GLUD1/SUCLG1/ACO2/OGDHL/PGLS/MDH1/HK2/TPI1/ACSS1/SUCLA2/DLD 13 KEGG hsa03010 Ribosome 17/669 158/8144 0.1514 1 1 MRPL13/MRPS2/RPS14/MRPS7/MRPL17/RPS27L/RPL10A/RPL10/MRPL24/MRPL30/MRPS16/RPL35A/RPS4Y1/MRPL35/RPL37A/RPL10L/RPL3L 17 KEGG hsa05214 Glioma 9/669 75/8144 0.1601 1 1 CDK4/GRB2/PTEN/TGFA/BRAF/SHC4/IGF1/MDM2/MAPK3 9 KEGG hsa03022 Basal transcription factors 6/669 45/8144 0.1607 1 1 GTF2F2/TAF13/GTF2H5/TAF5L/GTF2H1/TAF11 6 KEGG hsa00230 Purine metabolism 14/669 128/8144 0.1651 1 1 PDE9A/PDE6D/GDA/NUDT5/PDE4D/AK3/AK5/ADCY8/AMPD2/PDE8B/ADA/PDE3B/AK2/PDE10A 14 KEGG hsa04742 Taste transduction 10/669 86/8144 0.1663 1 1 P2RY1/TAS2R19/TAS2R20/TAS2R31/GABRA4/TAS2R43/ADCY8/TAS2R13/GNG13/GABRA1 10 KEGG hsa05210 Colorectal cancer 10/669 86/8144 0.1663 1 1 RAC3/GRB2/BCL2L11/TGFA/DCC/BRAF/RAC1/FOS/AXIN1/MAPK3 10 KEGG hsa05418 Fluid shear stress and atherosclerosis 15/669 139/8144 0.1671 1 1 RAC3/ACTG1/BMPR2/NFE2L2/MGST2/RAC1/FOS/MMP9/KDR/CYBA/SUMO4/HSP90B1/CHUK/CAV2/NPPC 15 KEGG hsa05215 Prostate cancer 11/669 97/8144 0.171 1 1 ETV5/GRB2/PTEN/TGFA/BRAF/IGF1/MMP9/HSP90B1/MDM2/CHUK/MAPK3 11 KEGG hsa04140 Autophagy - animal 15/669 141/8144 0.1809 1 1 EIF2S1/MTMR3/MAP1LC3B2/PPP2CA/WIPI2/PTEN/RB1CC1/ATG2B/RRAGC/TSC1/SNAP29/GABARAP/UVRAG/IRS4/MAPK3 15 KEGG hsa05221 Acute myeloid leukemia 8/669 67/8144 0.182 1 1 CCNA2/GRB2/KIT/BRAF/PIM2/CCNA1/CHUK/MAPK3 8 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 5/669 37/8144 0.1837 1 1 GAD2/RIMKLA/GLUD1/GLUL/GLS 5 KEGG hsa03420 Nucleotide excision repair 6/669 47/8144 0.1854 1 1 XPA/CETN2/RAD23A/GTF2H5/POLE4/GTF2H1 6 KEGG hsa04068 FoxO signaling pathway 14/669 131/8144 0.1867 1 1 PRKAG1/GRB2/PTEN/SIRT1/PRKAB2/BCL2L11/BRAF/GABARAP/IGF1/HOMER1/IRS4/MDM2/CHUK/MAPK3 14 KEGG hsa04650 Natural killer cell mediated cytotoxicity 14/669 131/8144 0.1867 1 1 IFNGR1/RAET1G/LAT/RAC3/KLRC3/GRB2/ZAP70/KIR2DL3/BRAF/SHC4/RAC1/ULBP3/RAET1L/MAPK3 14 KEGG hsa01240 Biosynthesis of cofactors 16/669 153/8144 0.1888 1 1 UGT2B11/UMPS/MAT2B/MOCS1/CTPS2/COQ7/AK3/AK5/MTHFD2L/NFS1/GCLM/CMPK2/ALDH2/AK2/DLD/UGT2B15 16 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 9/669 79/8144 0.1984 1 1 GRB2/PTEN/BCL2L11/TGFA/BRAF/SHC4/IGF1/KDR/MAPK3 9 KEGG hsa05168 Herpes simplex virus 1 infection 46/669 495/8144 0.2049 1 1 ZNF878/EIF2S1/IFNGR1/ZNF184/ZNF441/ZNF440/ZNF564/ZNF383/ZNF430/ZNF433/ZNF99/ZNF649/ZNF675/ZNF550/ZNF768/ZFP1/DDX58/ZNF514/ZNF554/ZNF823/ZNF230/ZNF324/ZNF253/ZNF182/ZNF799/ZNF141/ZNF107/ZNF567/ZNF133/ZNF682/ZNF26/ZNF557/ZNF490/ZNF853/ZNF257/TSC1/ZNF442/ZNF416/BST2/ZNF727/ZNF350/ZNF615/ZNF33A/ZNF605/ZNF429/CHUK 46 KEGG hsa04390 Hippo signaling pathway 16/669 157/8144 0.2174 1 1 PPP2CA/DVL2/ACTG1/BMP7/WNT8B/FZD1/BMPR2/FZD2/FZD9/FZD3/WNT9B/BMP2/AXIN1/BMP8A/BMP8B/LATS2 16 KEGG hsa04658 Th1 and Th2 cell differentiation 10/669 92/8144 0.2218 1 1 IFNGR1/LAT/CD4/MAF/ZAP70/NOTCH2/FOS/IL2/CHUK/MAPK3 10 KEGG hsa00100 Steroid biosynthesis 3/669 20/8144 0.2234 1 1 NSDHL/SQLE/DHCR7 3 KEGG hsa04724 Glutamatergic synapse 12/669 114/8144 0.2249 1 1 GRIN2C/GNG3/DLGAP1/GLUL/ADCY8/GNG13/GLS/GNAS/GNB4/HOMER1/MAPK3/SLC17A7 12 KEGG hsa00260 Glycine, serine and threonine metabolism 5/669 40/8144 0.2287 1 1 GCSH/GCAT/PSPH/GNMT/DLD 5 KEGG hsa00053 Ascorbate and aldarate metabolism 4/669 30/8144 0.2295 1 1 UGT2B11/KL/ALDH2/UGT2B15 4 KEGG hsa04110 Cell cycle 13/669 126/8144 0.234 1 1 CCNA2/DBF4/CDK1/CDK4/PTTG1/ATR/ANAPC5/CDC23/STAG2/BUB1/MAD2L2/CCNA1/MDM2 13 KEGG hsa04657 IL-17 signaling pathway 10/669 94/8144 0.2418 1 1 ANAPC5/CXCL3/FOSL1/IL17RA/FOS/MMP9/IL17RB/HSP90B1/CHUK/MAPK3 10 KEGG hsa04915 Estrogen signaling pathway 14/669 138/8144 0.2421 1 1 HSPA1L/GRB2/KRT14/TGFA/ADCY8/SHC4/GNAS/ESR1/FOS/MMP9/EBAG9/HSP90B1/HSPA6/MAPK3 14 KEGG hsa03440 Homologous recombination 5/669 41/8144 0.2443 1 1 RBBP8/BARD1/MUS81/PALB2/RAD54L 5 KEGG hsa05219 Bladder cancer 5/669 41/8144 0.2443 1 1 CDK4/BRAF/MMP9/MDM2/MAPK3 5 KEGG hsa00640 Propanoate metabolism 4/669 32/8144 0.2663 1 1 SUCLG1/ACSS1/SUCLA2/DLD 4 KEGG hsa04136 Autophagy - other 4/669 32/8144 0.2663 1 1 PPP2CA/WIPI2/ATG2B/GABARAP 4 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 6/669 53/8144 0.267 1 1 AP2B1/KL/GNAS/ESR1/KLK2/RAB11A 6 KEGG hsa00220 Arginine biosynthesis 3/669 22/8144 0.2688 1 1 GLUD1/GLUL/GLS 3 KEGG hsa03013 Nucleocytoplasmic transport 11/669 108/8144 0.2721 1 1 SENP2/RANBP2/POM121C/NUP37/NUP153/XPO4/THOC1/MAGOHB/SUMO4/TNPO3/NUP160 11 KEGG hsa04015 Rap1 signaling pathway 20/669 210/8144 0.2758 1 1 LAT/RAC3/P2RY1/ACTG1/RAP1B/MAGI3/LPAR4/KITLG/KIT/ADCY8/BRAF/PFN2/GNAS/DRD2/RAC1/IGF1/TLN1/SKAP1/KDR/MAPK3 20 KEGG hsa04152 AMPK signaling pathway 12/669 120/8144 0.2804 1 1 CCNA2/PRKAG1/RAB14/PPP2CA/SIRT1/PRKAB2/PFKFB4/TSC1/RAB10/IGF1/IRS4/CCNA1 12 KEGG hsa05010 Alzheimer disease 35/669 384/8144 0.2813 1 1 EIF2S1/CSNK2A1/GRIN2C/DVL2/WIPI2/NDUFV3/CSNK1A1/SLC25A4/NDUFB1/WNT8B/FZD1/RB1CC1/NDUFA6/COX6A1/FZD2/NDUFB11/ATG2B/TUBB2B/FZD9/PSMD2/BRAF/SLC39A8/COX8A/FZD3/WNT9B/VDAC3/RTN4/CSNK2A2/FRAT2/NDUFA3/AXIN1/IRS4/CHUK/COX6B1/MAPK3 35 KEGG hsa03008 Ribosome biogenesis in eukaryotes 11/669 109/8144 0.2822 1 1 CSNK2A1/POP1/BMS1/RMRP/RIOK1/GAR1/RRP7A/GNL3L/RPP38/MDN1/CSNK2A2 11 KEGG hsa05220 Chronic myeloid leukemia 8/669 76/8144 0.2847 1 1 MECOM/CDK4/GRB2/BRAF/SHC4/MDM2/CHUK/MAPK3 8 KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 21/669 223/8144 0.2869 1 1 NDUFV3/SLC25A4/NDUFB1/GRB2/SLC26A1/PTEN/NDUFA6/COX6A1/NDUFB11/BRAF/NFE2L2/COX8A/MGST2/RAC1/VDAC3/FOS/NDUFA3/CYBA/CHUK/COX6B1/MAPK3 21 KEGG hsa04932 Non-alcoholic fatty liver disease 15/669 155/8144 0.291 1 1 EIF2S1/PRKAG1/NDUFV3/NDUFB1/NDUFA6/COX6A1/PRKAB2/NDUFB11/MLX/BCL2L11/COX8A/RAC1/FOS/NDUFA3/COX6B1 15 KEGG hsa04964 Proximal tubule bicarbonate reclamation 3/669 23/8144 0.2919 1 1 GLUD1/MDH1/GLS 3 KEGG hsa04512 ECM-receptor interaction 9/669 88/8144 0.2959 1 1 NPNT/LAMA1/RELN/COMP/COL4A4/FN1/ITGA6/COL4A3/THBS4 9 KEGG hsa04721 Synaptic vesicle cycle 8/669 78/8144 0.3094 1 1 STX3/RAB3A/AP2B1/ATP6V1D/STX2/SLC6A7/CPLX2/SLC17A7 8 KEGG hsa03018 RNA degradation 8/669 79/8144 0.3219 1 1 PABPC4/PABPC1/PABPC1L2B/EXOSC4/EXOSC8/EXOSC7/EDC3/CNOT4 8 KEGG hsa00830 Retinol metabolism 7/669 68/8144 0.3242 1 1 CYP2A7/UGT2B11/CYP3A5/CYP2A6/PNPLA4/CYP26A1/UGT2B15 7 KEGG hsa04670 Leukocyte transendothelial migration 11/669 114/8144 0.3339 1 1 ACTG1/RAP1B/MYL12A/CLDN10/CLDN11/CXCR4/MYL10/RAC1/MMP9/CYBA/OCLN 11 KEGG hsa05211 Renal cell carcinoma 7/669 69/8144 0.3378 1 1 RAP1B/GRB2/EPAS1/TGFA/BRAF/RAC1/MAPK3 7 KEGG hsa05226 Gastric cancer 14/669 149/8144 0.3395 1 1 DVL2/CSNK1A1/WNT8B/GRB2/FZD1/FZD2/FZD9/BRAF/SHC4/FZD3/WNT9B/FRAT2/AXIN1/MAPK3 14 KEGG hsa05213 Endometrial cancer 6/669 58/8144 0.3407 1 1 GRB2/PTEN/ELK1/BRAF/AXIN1/MAPK3 6 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 7/669 70/8144 0.3516 1 1 IGSF5/ATP6V1D/CXCL3/TJP1/ATP6AP1/RAC1/CHUK 7 KEGG hsa00603 Glycosphingolipid biosynthesis - globo and isoglobo series 2/669 15/8144 0.3525 1 1 A4GALT/HEXA 2 KEGG hsa00604 Glycosphingolipid biosynthesis - ganglio series 2/669 15/8144 0.3525 1 1 HEXA/B4GALNT1 2 KEGG hsa04714 Thermogenesis 21/669 232/8144 0.3529 1 1 PRKAG1/NDUFV3/ACTG1/NDUFB1/COX11/GRB2/NPPB/NDUFA6/ARID1A/COX6A1/PRKAB2/NDUFB11/ADCY8/TSC1/COX8A/GNAS/ACSL4/NDUFA3/BMP8A/BMP8B/COX6B1 21 KEGG hsa04662 B cell receptor signaling pathway 8/669 82/8144 0.3599 1 1 RAC3/IFITM1/LILRB3/GRB2/RAC1/FOS/CHUK/MAPK3 8 KEGG hsa04520 Adherens junction 7/669 71/8144 0.3653 1 1 CSNK2A1/RAC3/ACTG1/TJP1/RAC1/CSNK2A2/MAPK3 7 KEGG hsa04350 TGF-beta signaling pathway 9/669 94/8144 0.3666 1 1 PPP2CA/FST/ZFYVE9/BMP7/BMPR2/BMP2/BMP8A/BMP8B/MAPK3 9 KEGG hsa04926 Relaxin signaling pathway 12/669 129/8144 0.3701 1 1 GRB2/GNG3/ADCY8/SHC4/GNG13/COL4A4/GNAS/GNB4/FOS/MMP9/COL4A3/MAPK3 12 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 5/669 49/8144 0.3761 1 1 GALK1/HEXA/HK2/AMDHD2/CYB5RL 5 KEGG hsa05340 Primary immunodeficiency 4/669 38/8144 0.3811 1 1 CD4/ZAP70/ADA/ORAI1 4 KEGG hsa00430 Taurine and hypotaurine metabolism 2/669 16/8144 0.383 1 1 GAD2/GGT5 2 KEGG hsa00062 Fatty acid elongation 3/669 27/8144 0.3846 1 1 ELOVL5/ELOVL6/ELOVL4 3 KEGG hsa01040 Biosynthesis of unsaturated fatty acids 3/669 27/8144 0.3846 1 1 ELOVL5/ELOVL6/ELOVL4 3 KEGG hsa05020 Prion disease 24/669 273/8144 0.3943 1 1 EIF2S1/HSPA1L/CSNK2A1/GRIN2C/NDUFV3/SLC25A4/NDUFB1/NDUFA6/COX6A1/NDUFB11/TUBB2B/PSMD2/COX8A/C8G/RAC1/VDAC3/C1QA/CSNK2A2/NDUFA3/CYBA/HSPA6/COX6B1/CAV2/MAPK3 24 KEGG hsa01232 Nucleotide metabolism 8/669 85/8144 0.3984 1 1 GDA/CTPS2/AK3/AK5/CMPK2/AMPD2/ADA/AK2 8 KEGG hsa04144 Endocytosis 22/669 251/8144 0.4071 1 1 HSPA1L/PSD/ZFYVE9/ARFGAP2/AP2B1/SH3GL2/VPS26B/CAPZA1/LDLRAP1/CHMP1A/RAB10/CHMP2B/CXCR4/SNX32/STAM2/SNX12/VPS25/HSPA6/MDM2/CHMP4C/RAB11A/CAV2 22 KEGG hsa04062 Chemokine signaling pathway 17/669 192/8144 0.41 1 1 RAC3/CXCL11/RAP1B/GRB2/CXCL3/GNG3/ADCY8/BRAF/SHC4/CCR10/GNG13/CXCR4/GNB4/RAC1/CXCR6/CHUK/MAPK3 17 KEGG hsa00120 Primary bile acid biosynthesis 2/669 17/8144 0.4129 1 1 ACOT8/SLC27A5 2 KEGG hsa04530 Tight junction 15/669 169/8144 0.4163 1 1 PRKAG1/PPP2CA/IGSF5/ACTG1/CDK4/BVES/MYL12A/TJP1/PRKAB2/CLDN10/CLDN11/ARHGAP17/RAC1/TJAP1/OCLN 15 KEGG hsa05033 Nicotine addiction 4/669 40/8144 0.4193 1 1 GRIN2C/GABRA4/GABRA1/SLC17A7 4 KEGG hsa00190 Oxidative phosphorylation 12/669 134/8144 0.4215 1 1 NDUFV3/NDUFB1/COX11/ATP6V1D/NDUFA6/COX6A1/NDUFB11/ATP6AP1/COX8A/NDUFA3/COX6B1/PPA1 12 KEGG hsa05212 Pancreatic cancer 7/669 76/8144 0.4344 1 1 RAC3/CDK4/TGFA/BRAF/RAC1/CHUK/MAPK3 7 KEGG hsa04540 Gap junction 8/669 88/8144 0.4369 1 1 CDK1/GRB2/TJP1/TUBB2B/ADCY8/GNAS/DRD2/MAPK3 8 KEGG hsa00511 Other glycan degradation 2/669 18/8144 0.442 1 1 MANBA/HEXA 2 KEGG hsa04723 Retrograde endocannabinoid signaling 13/669 148/8144 0.4429 1 1 NDUFV3/NDUFB1/GNG3/NDUFA6/NDUFB11/GABRA4/ADCY8/GNG13/GNB4/NDUFA3/GABRA1/MAPK3/SLC17A7 13 KEGG hsa04014 Ras signaling pathway 20/669 232/8144 0.4448 1 1 RASA2/LAT/RAC3/RAP1B/GRB2/GNG3/ELK1/ZAP70/KITLG/KIT/TGFA/SHC4/GNG13/GNB4/RAC1/NTF3/IGF1/KDR/CHUK/MAPK3 20 KEGG hsa05100 Bacterial invasion of epithelial cells 7/669 77/8144 0.4482 1 1 ACTG1/SHC4/MAD2L2/RAC1/FN1/CD2AP/CAV2 7 KEGG hsa04910 Insulin signaling pathway 12/669 137/8144 0.4525 1 1 RHOQ/PRKAG1/GRB2/ELK1/PRKAB2/BRAF/HK2/SHC4/TSC1/PDE3B/IRS4/MAPK3 12 KEGG hsa04151 PI3K-Akt signaling pathway 30/669 354/8144 0.4569 1 1 PPP2CA/CDK4/GRB2/PTEN/LPAR4/LAMA1/GNG3/KITLG/BCL2L11/RELN/KIT/TGFA/COMP/TSC1/GNG13/COL4A4/GNB4/RAC1/NTF3/IGF1/FN1/ITGA6/KDR/COL4A3/HSP90B1/IL2/MDM2/THBS4/CHUK/MAPK3 30 KEGG hsa00970 Aminoacyl-tRNA biosynthesis 6/669 66/8144 0.4609 1 1 RARS2/QRSL1/GATC/IARS2/FARSA/MARS2 6 KEGG hsa05166 Human T-cell leukemia virus 1 infection 19/669 222/8144 0.461 1 1 CCNA2/SLC25A4/CD4/CDK4/PTTG1/ATR/PTEN/ANAPC5/CDC23/ELK1/FOSL1/ADCY8/VDAC3/FOS/TLN1/IL2/CCNA1/CHUK/MAPK3 19 KEGG hsa04612 Antigen processing and presentation 7/669 78/8144 0.4618 1 1 HSPA1L/KLRC3/CD4/LGMN/KIR2DL3/PSME3/HSPA6 7 KEGG hsa00531 Glycosaminoglycan degradation 2/669 19/8144 0.4704 1 1 HEXA/SGSH 2 KEGG hsa00071 Fatty acid degradation 4/669 43/8144 0.4755 1 1 ACADSB/ALDH2/ACSL4/CYP2U1 4 KEGG hsa04660 T cell receptor signaling pathway 9/669 104/8144 0.4864 1 1 LAT/CD4/CDK4/GRB2/ZAP70/FOS/IL2/CHUK/MAPK3 9 KEGG hsa05222 Small cell lung cancer 8/669 92/8144 0.4876 1 1 CDK4/PTEN/LAMA1/COL4A4/FN1/ITGA6/COL4A3/CHUK 8 KEGG hsa04340 Hedgehog signaling pathway 5/669 56/8144 0.492 1 1 EFCAB7/CSNK1A1/CUL3/SMO/GPR161 5 KEGG hsa04923 Regulation of lipolysis in adipocytes 5/669 56/8144 0.492 1 1 ADRB2/ADCY8/GNAS/PDE3B/IRS4 5 KEGG hsa04962 Vasopressin-regulated water reabsorption 4/669 44/8144 0.4937 1 1 DYNC1LI1/GNAS/DYNLL1/RAB11A 4 KEGG hsa00670 One carbon pool by folate 2/669 20/8144 0.4978 1 1 MTHFD2L/MTHFS 2 KEGG hsa04924 Renin secretion 6/669 69/8144 0.5049 1 1 ADRB2/GNAS/PDE3B/KCNJ2/EDN3/ORAI1 6 KEGG hsa01212 Fatty acid metabolism 5/669 57/8144 0.508 1 1 ELOVL5/ELOVL6/ACADSB/ACSL4/ELOVL4 5 KEGG hsa04114 Oocyte meiosis 11/669 131/8144 0.516 1 1 PPP2CA/CDK1/PTTG1/ANAPC5/CDC23/SPDYE1/ADCY8/BUB1/MAD2L2/IGF1/MAPK3 11 KEGG hsa00051 Fructose and mannose metabolism 3/669 33/8144 0.5168 1 1 PFKFB4/HK2/TPI1 3 KEGG hsa03410 Base excision repair 3/669 33/8144 0.5168 1 1 PARP1/APEX2/POLE4 3 KEGG hsa04917 Prolactin signaling pathway 6/669 70/8144 0.5193 1 1 SOCS7/GRB2/SHC4/ESR1/FOS/MAPK3 6 KEGG hsa04218 Cellular senescence 13/669 156/8144 0.5211 1 1 CCNA2/SLC25A4/CDK1/CDK4/ATR/PTEN/SIRT1/TSC1/VDAC3/HUS1/CCNA1/MDM2/MAPK3 13 KEGG hsa03050 Proteasome 4/669 46/8144 0.5295 1 1 PSMB10/PSMD2/PSME3/PSME4 4 KEGG hsa05160 Hepatitis C 13/669 157/8144 0.5307 1 1 EIF2S1/PPP2CA/CDK4/GRB2/DDX58/CLDN10/BRAF/PSME3/CLDN11/EIF3E/CHUK/OCLN/MAPK3 13 KEGG hsa04659 Th17 cell differentiation 9/669 108/8144 0.5331 1 1 IFNGR1/LAT/CD4/EBI3/ZAP70/FOS/IL2/CHUK/MAPK3 9 KEGG hsa00040 Pentose and glucuronate interconversions 3/669 34/8144 0.5374 1 1 UGT2B11/KL/UGT2B15 3 KEGG hsa03020 RNA polymerase 3/669 34/8144 0.5374 1 1 POLR3G/POLR2H/CD3EAP 3 KEGG hsa04330 Notch signaling pathway 5/669 59/8144 0.5393 1 1 DVL2/HES5/NOTCH2/HEY2/CIR1 5 KEGG hsa00620 Pyruvate metabolism 4/669 47/8144 0.5468 1 1 MDH1/ALDH2/ACSS1/DLD 4 KEGG hsa00982 Drug metabolism - cytochrome P450 6/669 72/8144 0.5475 1 1 CYP2A7/UGT2B11/CYP3A5/CYP2A6/MGST2/UGT2B15 6 KEGG hsa04137 Mitophagy - animal 6/669 72/8144 0.5475 1 1 CSNK2A1/MAP1LC3B2/NBR1/USP30/GABARAP/CSNK2A2 6 KEGG hsa05218 Melanoma 6/669 72/8144 0.5475 1 1 CDK4/PTEN/BRAF/IGF1/MDM2/MAPK3 6 KEGG hsa03015 mRNA surveillance pathway 8/669 97/8144 0.5492 1 1 CSTF2T/CPSF2/CPSF7/PPP2CA/PABPC4/PABPC1/PABPC1L2B/MAGOHB 8 KEGG hsa04713 Circadian entrainment 8/669 97/8144 0.5492 1 1 GRIN2C/GNG3/ADCY8/GNG13/GNAS/GNB4/FOS/MAPK3 8 KEGG hsa04730 Long-term depression 5/669 60/8144 0.5546 1 1 PPP2CA/BRAF/GNAS/IGF1/MAPK3 5 KEGG hsa00562 Inositol phosphate metabolism 6/669 73/8144 0.5614 1 1 MTMR3/IPMK/PTEN/PI4K2B/TPI1/INPP5B 6 KEGG hsa04210 Apoptosis 11/669 136/8144 0.5675 1 1 EIF2S1/LMNB1/ACTG1/CTSH/PARP1/BCL2L11/DFFA/FOS/PTPN13/CHUK/MAPK3 11 KEGG hsa05206 MicroRNAs in cancer 25/669 310/8144 0.5703 1 1 MIR520A/MDM4/MIR520G/SOX4/GRB2/PTEN/SIRT1/MIR124-3/BMPR2/BCL2L11/MARCKS/MIR1-2/MIR30C1/NOTCH2/SHC4/MIR210/FZD3/GLS/MIR194-1/MIR215/MIR129-2/MMP9/HOXD10/MDM2/MAPK3 25 KEGG hsa00350 Tyrosine metabolism 3/669 36/8144 0.577 1 1 PNMT/GSTZ1/MIF 3 KEGG hsa05135 Yersinia infection 11/669 137/8144 0.5776 1 1 LAT/RAC3/ACTG1/CD4/ZAP70/RAC1/FOS/FN1/IL2/CHUK/MAPK3 11 KEGG hsa04979 Cholesterol metabolism 4/669 50/8144 0.5969 1 1 LDLRAP1/ANGPTL4/VDAC3/NPC1 4 KEGG hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 2/669 24/8144 0.598 1 1 HS3ST1/HS3ST3A1 2 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 38/669 476/8144 0.6009 1 1 UBE2L6/EIF2S1/CSNK2A1/GRIN2C/MAP1LC3B2/DVL2/WIPI2/NDUFV3/CSNK1A1/SLC25A4/NDUFB1/WNT8B/FZD1/HAP1/RB1CC1/NDUFA6/COX6A1/FZD2/NDUFB11/ATG2B/TUBB2B/FZD9/PSMD2/BRAF/UCHL1/CHMP2B/COX8A/FZD3/WNT9B/RAC1/VDAC3/CSNK2A2/FRAT2/NDUFA3/AXIN1/DNAH14/COX6B1/MAPK3 38 KEGG hsa04145 Phagosome 12/669 152/8144 0.6012 1 1 ACTG1/PLA2R1/ATP6V1D/DYNC1LI1/SEC61B/ATP6AP1/TUBB2B/COMP/RAC1/STX7/CYBA/THBS4 12 KEGG hsa05142 Chagas disease 8/669 102/8144 0.6076 1 1 IFNGR1/PPP2CA/GNAS/FOS/C1QA/IL2/CHUK/MAPK3 8 KEGG hsa05146 Amoebiasis 8/669 102/8144 0.6076 1 1 CXCL3/LAMA1/SERPINB4/C8G/COL4A4/GNAS/FN1/COL4A3 8 KEGG hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 1/669 11/8144 0.6107 1 1 COQ7 1 KEGG hsa04380 Osteoclast differentiation 10/669 128/8144 0.6137 1 1 IFNGR1/JUNB/LILRB3/GRB2/FOSL1/RAC1/FOS/CYBA/CHUK/MAPK3 10 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 6/669 77/8144 0.6146 1 1 ACTG1/CDH2/LAMA1/DSG2/ITGA6/CACNG8 6 KEGG hsa05410 Hypertrophic cardiomyopathy 7/669 90/8144 0.6165 1 1 PRKAG1/ACTG1/LAMA1/PRKAB2/IGF1/ITGA6/CACNG8 7 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 6/669 78/8144 0.6273 1 1 CYP2A7/UGT2B11/CYP3A5/CYP2A6/MGST2/UGT2B15 6 KEGG hsa04064 NF-kappa B signaling pathway 8/669 104/8144 0.6298 1 1 LAT/CSNK2A1/CXCL3/PARP1/DDX58/ZAP70/CSNK2A2/CHUK 8 KEGG hsa04010 MAPK signaling pathway 23/669 294/8144 0.6302 1 1 RASA2/HSPA1L/RAC3/MECOM/RAP1B/GRB2/MAP3K4/ELK1/KITLG/KIT/TGFA/BRAF/DUSP9/RAC1/FOS/NTF3/IGF1/MAP4K4/KDR/CACNG8/HSPA6/CHUK/MAPK3 23 KEGG hsa04950 Maturity onset diabetes of the young 2/669 26/8144 0.6422 1 1 NEUROG3/BHLHA15 2 KEGG hsa04024 cAMP signaling pathway 17/669 221/8144 0.6491 1 1 GRIN2C/RAC3/RAP1B/PDE4D/ADRB2/GLP1R/ADCY8/BRAF/GNAS/DRD2/RAC1/PDE3B/FOS/EDN3/ORAI1/PDE10A/MAPK3 17 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 8/669 106/8144 0.6513 1 1 PDE4D/KL/ADCY8/BRAF/GNAS/FOS/SLC34A2/MAPK3 8 KEGG hsa04935 Growth hormone synthesis, secretion and action 9/669 119/8144 0.6519 1 1 JUNB/GRB2/ADCY8/SHC4/GNAS/FOS/IGF1/IRS4/MAPK3 9 KEGG hsa00983 Drug metabolism - other enzymes 6/669 80/8144 0.6521 1 1 CYP2A7/UGT2B11/UMPS/CYP2A6/MGST2/UGT2B15 6 KEGG hsa00010 Glycolysis / Gluconeogenesis 5/669 67/8144 0.6541 1 1 HK2/TPI1/ALDH2/ACSS1/DLD 5 KEGG hsa04720 Long-term potentiation 5/669 67/8144 0.6541 1 1 GRIN2C/RAP1B/ADCY8/BRAF/MAPK3 5 KEGG hsa04922 Glucagon signaling pathway 8/669 107/8144 0.6618 1 1 PRKAG1/SIRT1/SIK1/PRKAB2/SIK2/PPP4C/GNAS/PDE3B 8 KEGG hsa04664 Fc epsilon RI signaling pathway 5/669 68/8144 0.6671 1 1 LAT/RAC3/GRB2/RAC1/MAPK3 5 KEGG hsa04919 Thyroid hormone signaling pathway 9/669 121/8144 0.6715 1 1 SLC16A10/THRB/ACTG1/MED13/NOTCH2/MED4/ESR1/MDM2/MAPK3 9 KEGG hsa04146 Peroxisome 6/669 82/8144 0.6758 1 1 ACOT8/ACSL4/PXMP2/PEX3/NUDT7/PEX11A 6 KEGG hsa04920 Adipocytokine signaling pathway 5/669 69/8144 0.6798 1 1 PRKAG1/PRKAB2/ACSL4/IRS4/CHUK 5 KEGG hsa00650 Butanoate metabolism 2/669 28/8144 0.6825 1 1 GAD2/BDH2 2 KEGG hsa05414 Dilated cardiomyopathy 7/669 96/8144 0.6841 1 1 ACTG1/LAMA1/ADCY8/GNAS/IGF1/ITGA6/CACNG8 7 KEGG hsa05161 Hepatitis B 12/669 162/8144 0.6891 1 1 CCNA2/GRB2/DDX58/ELK1/ATP6AP1/BRAF/VDAC3/FOS/MMP9/CCNA1/CHUK/MAPK3 12 KEGG hsa05230 Central carbon metabolism in cancer 5/669 70/8144 0.6921 1 1 PTEN/KIT/HK2/GLS/MAPK3 5 KEGG hsa04070 Phosphatidylinositol signaling system 7/669 97/8144 0.6946 1 1 MTMR3/IPMK/PTEN/DGKK/PI4K2B/INPP5B/CDS1 7 KEGG hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 1/669 14/8144 0.6991 1 1 CHST2 1 KEGG hsa04611 Platelet activation 9/669 124/8144 0.6997 1 1 P2RY1/ACTG1/RAP1B/MYL12A/ADCY8/GNAS/TLN1/ORAI1/MAPK3 9 KEGG hsa04392 Hippo signaling pathway - multiple species 2/669 29/8144 0.7012 1 1 FAT4/LATS2 2 KEGG hsa05231 Choline metabolism in cancer 7/669 98/8144 0.7048 1 1 RAC3/GRB2/DGKK/TSC1/RAC1/FOS/MAPK3 7 KEGG hsa05415 Diabetic cardiomyopathy 15/669 203/8144 0.7051 1 1 NDUFV3/SLC25A4/NDUFB1/PTEN/PARP1/NDUFA6/COX6A1/NDUFB11/COX8A/RAC1/VDAC3/MMP9/NDUFA3/CYBA/COX6B1 15 KEGG hsa04012 ErbB signaling pathway 6/669 85/8144 0.7093 1 1 GRB2/ELK1/TGFA/BRAF/SHC4/MAPK3 6 KEGG hsa04610 Complement and coagulation cascades 6/669 85/8144 0.7093 1 1 F13B/F3/C8G/F10/C1QA/PROC 6 KEGG hsa05162 Measles 10/669 139/8144 0.7156 1 1 EIF2S1/HSPA1L/CSNK2A1/CDK4/DDX58/FOS/CSNK2A2/HSPA6/IL2/CHUK 10 KEGG hsa05223 Non-small cell lung cancer 5/669 72/8144 0.7158 1 1 CDK4/GRB2/TGFA/BRAF/MAPK3 5 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 7/669 100/8144 0.7247 1 1 CDK4/F3/COL4A4/RAC1/FN1/COL4A3/MAPK3 7 KEGG hsa04370 VEGF signaling pathway 4/669 59/8144 0.7255 1 1 RAC3/RAC1/KDR/MAPK3 4 KEGG hsa05171 Coronavirus disease - COVID-19 17/669 232/8144 0.7259 1 1 F13B/RPS14/RPS27L/DDX58/RPL10A/RPL10/RPL35A/C8G/RPS4Y1/FOS/C1QA/RPL37A/RPL10L/IL2/RPL3L/CHUK/MAPK3 17 KEGG hsa01524 Platinum drug resistance 5/669 73/8144 0.7272 1 1 XPA/SLC31A1/MGST2/MDM2/MAPK3 5 KEGG hsa00052 Galactose metabolism 2/669 31/8144 0.7358 1 1 GALK1/HK2 2 KEGG hsa00410 beta-Alanine metabolism 2/669 31/8144 0.7358 1 1 GAD2/ALDH2 2 KEGG hsa04978 Mineral absorption 4/669 60/8144 0.7378 1 1 SLC31A1/MT1H/SLC34A2/ATOX1 4 KEGG hsa05416 Viral myocarditis 4/669 60/8144 0.7378 1 1 RAC3/ACTG1/LAMA1/RAC1 4 KEGG hsa04930 Type II diabetes mellitus 3/669 46/8144 0.7408 1 1 HK2/IRS4/MAPK3 3 KEGG hsa04360 Axon guidance 13/669 182/8144 0.7417 1 1 RND1/RAC3/BMP7/MYL12A/BMPR2/LRIG2/DCC/FZD3/CXCR4/EPHA3/RAC1/SMO/MAPK3 13 KEGG hsa05014 Amyotrophic lateral sclerosis 27/669 364/8144 0.7422 1 1 EIF2S1/GRIN2C/MAP1LC3B2/WIPI2/NDUFV3/ACTG1/RANBP2/NDUFB1/POM121C/HAP1/RB1CC1/NDUFA6/COX6A1/NDUFB11/NUP37/ATG2B/TUBB2B/NUP153/PSMD2/PFN2/CHMP2B/COX8A/RAC1/NDUFA3/DNAH14/COX6B1/NUP160 27 KEGG hsa04972 Pancreatic secretion 7/669 102/8144 0.7436 1 1 CPA2/PNLIPRP2/RAP1B/ADCY8/GNAS/RAC1/RAB11A 7 KEGG hsa00360 Phenylalanine metabolism 1/669 16/8144 0.7466 1 1 MIF 1 KEGG hsa01230 Biosynthesis of amino acids 5/669 75/8144 0.7489 1 1 PSPH/MAT2B/ACO2/GLUL/TPI1 5 KEGG hsa00140 Steroid hormone biosynthesis 4/669 61/8144 0.7495 1 1 UGT2B11/CYP3A5/SRD5A3/UGT2B15 4 KEGG hsa00561 Glycerolipid metabolism 4/669 61/8144 0.7495 1 1 PNLIPRP2/DGKK/ALDH2/MOGAT1 4 KEGG hsa00590 Arachidonic acid metabolism 4/669 61/8144 0.7495 1 1 GGT5/LTA4H/PTGES3/CYP2U1 4 KEGG hsa04976 Bile secretion 6/669 89/8144 0.7502 1 1 UGT2B11/ABCB4/ADCY8/GNAS/UGT2B15/SLC27A5 6 KEGG hsa04974 Protein digestion and absorption 7/669 103/8144 0.7527 1 1 CPA2/SLC16A10/COL12A1/COL4A4/MEP1A/DPP4/COL4A3 7 KEGG hsa05164 Influenza A 12/669 171/8144 0.7575 1 1 EIF2S1/IFNGR1/DNAJC3/ACTG1/DNAJB1/SLC25A4/CDK4/DDX58/TPSAB1/CHUK/RAB11A/MAPK3 12 KEGG hsa05170 Human immunodeficiency virus 1 infection 15/669 212/8144 0.7653 1 1 RAC3/CD4/CDK1/AP1M2/ATR/GNG3/APOBEC3D/GNG13/CXCR4/GNB4/BST2/RAC1/FOS/CHUK/MAPK3 15 KEGG hsa05207 Chemical carcinogenesis - receptor activation 15/669 212/8144 0.7653 1 1 UGT2B11/KLF5/GRB2/PTGES3/ADRB2/ADCY8/NOTCH2/KLF4/GNAS/MGST2/ESR1/FOS/HSP90B1/UGT2B15/MAPK3 15 KEGG hsa00280 Valine, leucine and isoleucine degradation 3/669 48/8144 0.7667 1 1 ACADSB/ALDH2/DLD 3 KEGG hsa04728 Dopaminergic synapse 9/669 132/8144 0.7672 1 1 PPP2CA/GNG3/CALY/GNG13/GNAS/GNB4/CLOCK/DRD2/FOS 9 KEGG hsa00450 Selenocompound metabolism 1/669 17/8144 0.7675 1 1 MARS2 1 KEGG hsa05140 Leishmaniasis 5/669 77/8144 0.7693 1 1 IFNGR1/ELK1/FOS/CYBA/MAPK3 5 KEGG hsa00310 Lysine degradation 4/669 63/8144 0.7719 1 1 MECOM/SUV39H1/ALDH2/DLD 4 KEGG hsa04623 Cytosolic DNA-sensing pathway 4/669 63/8144 0.7719 1 1 DDX58/POLR3G/POLR2H/CHUK 4 KEGG hsa05012 Parkinson disease 19/669 266/8144 0.7729 1 1 UBE2L6/EIF2S1/NDUFV3/SLC25A4/NDUFB1/NDUFA6/COX6A1/NDUFB11/TUBB2B/PSMD2/SLC39A8/UCHL1/NFE2L2/COX8A/GNAS/DRD2/VDAC3/NDUFA3/COX6B1 19 KEGG hsa05034 Alcoholism 13/669 187/8144 0.7753 1 1 GRIN2C/SLC29A1/GRB2/PKIA/GNG3/BRAF/SHC4/GNG13/SLC29A3/GNAS/GNB4/DRD2/MAPK3 13 KEGG hsa00565 Ether lipid metabolism 3/669 49/8144 0.7789 1 1 UGT8/PAFAH1B2/PAFAH1B1 3 KEGG hsa04672 Intestinal immune network for IgA production 3/669 49/8144 0.7789 1 1 CCR10/CXCR4/IL2 3 KEGG hsa05030 Cocaine addiction 3/669 49/8144 0.7789 1 1 GRIN2C/GNAS/DRD2 3 KEGG hsa05417 Lipid and atherosclerosis 15/669 215/8144 0.7834 1 1 CYP2A7/EIF2S1/HSPA1L/CYP2A6/RAP1B/CXCL3/NFE2L2/RAC1/FOS/MMP9/CYBA/HSP90B1/HSPA6/CHUK/MAPK3 15 KEGG hsa04072 Phospholipase D signaling pathway 10/669 148/8144 0.7849 1 1 GRB2/DGKK/LPAR4/KITLG/KIT/ADCY8/SHC4/TSC1/GNAS/MAPK3 10 KEGG hsa00061 Fatty acid biosynthesis 1/669 18/8144 0.7866 1 1 ACSL4 1 KEGG hsa04912 GnRH signaling pathway 6/669 93/8144 0.7868 1 1 GRB2/MAP3K4/ELK1/ADCY8/GNAS/MAPK3 6 KEGG hsa04060 Cytokine-cytokine receptor interaction 21/669 295/8144 0.7872 1 1 IFNGR1/TNFRSF12A/CXCL11/TNFSF15/BMP7/CD4/EBI3/CXCL3/BMPR2/IL11/TNFRSF25/IL17RA/CCR10/CXCR4/TNFRSF10C/BMP2/IL17RB/BMP8A/BMP8B/CXCR6/IL2 21 KEGG hsa05144 Malaria 3/669 50/8144 0.7905 1 1 GYPB/COMP/THBS4 3 KEGG hsa04927 Cortisol synthesis and secretion 4/669 65/8144 0.7927 1 1 ADCY8/PDE8B/GNAS/ORAI1 4 KEGG hsa00270 Cysteine and methionine metabolism 3/669 51/8144 0.8016 1 1 MAT2B/MDH1/GCLM 3 KEGG hsa04913 Ovarian steroidogenesis 3/669 51/8144 0.8016 1 1 ADCY8/GNAS/IGF1 3 KEGG hsa01210 2-Oxocarboxylic acid metabolism 1/669 19/8144 0.8042 1 1 ACO2 1 KEGG hsa00512 Mucin type O-glycan biosynthesis 2/669 36/8144 0.8077 1 1 GALNT7/C1GALT1C1 2 KEGG hsa03030 DNA replication 2/669 36/8144 0.8077 1 1 RNASEH2C/POLE4 2 KEGG hsa04371 Apelin signaling pathway 9/669 139/8144 0.8168 1 1 PRKAG1/MAP1LC3B2/GNG3/PRKAB2/ADCY8/GNG13/GNB4/PDE3B/MAPK3 9 KEGG hsa04022 cGMP-PKG signaling pathway 11/669 167/8144 0.819 1 1 SLC25A4/NPPB/ADRB2/ADCY8/ADRA2A/ADORA3/PDE3B/VDAC3/IRS4/NPPC/MAPK3 11 KEGG hsa01250 Biosynthesis of nucleotide sugars 2/669 37/8144 0.8198 1 1 GALK1/HK2 2 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 2/669 37/8144 0.8198 1 1 IGF1/MAPK3 2 KEGG hsa05216 Thyroid cancer 2/669 37/8144 0.8198 1 1 BRAF/MAPK3 2 KEGG hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 1/669 20/8144 0.8203 1 1 CHSY3 1 KEGG hsa00600 Sphingolipid metabolism 3/669 53/8144 0.8223 1 1 UGT8/HEXA/B4GALNT1 3 KEGG hsa04921 Oxytocin signaling pathway 10/669 154/8144 0.8238 1 1 PRKAG1/ACTG1/ELK1/PRKAB2/ADCY8/GNAS/FOS/KCNJ2/CACNG8/MAPK3 10 KEGG hsa05145 Toxoplasmosis 7/669 112/8144 0.8243 1 1 IFNGR1/HSPA1L/LAMA1/ITGA6/HSPA6/CHUK/MAPK3 7 KEGG hsa00564 Glycerophospholipid metabolism 6/669 98/8144 0.8266 1 1 PHOSPHO1/DGKK/TAZ/ETNK1/LPCAT3/CDS1 6 KEGG hsa05031 Amphetamine addiction 4/669 69/8144 0.8296 1 1 GRIN2C/SIRT1/GNAS/FOS 4 KEGG hsa04725 Cholinergic synapse 7/669 113/8144 0.8311 1 1 GNG3/ADCY8/GNG13/GNB4/FOS/KCNJ2/MAPK3 7 KEGG hsa05130 Pathogenic Escherichia coli infection 13/669 197/8144 0.8331 1 1 MYO5C/ACTG1/LPAR4/TJP1/TUBB2B/CLDN10/MYO1D/CLDN11/RAC1/FOS/CHUK/OCLN/MAPK3 13 KEGG hsa00770 Pantothenate and CoA biosynthesis 1/669 21/8144 0.8351 1 1 ALDH2 1 KEGG hsa05163 Human cytomegalovirus infection 15/669 225/8144 0.8366 1 1 RAC3/CDK4/GRB2/GNG3/ELK1/ADCY8/TSC1/GNG13/CXCR4/GNAS/GNB4/RAC1/MDM2/CHUK/MAPK3 15 KEGG hsa04622 RIG-I-like receptor signaling pathway 4/669 70/8144 0.838 1 1 DDX58/OTUD5/AZI2/CHUK 4 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 6/669 100/8144 0.8408 1 1 CXCL11/CXCL3/CCR10/CXCR4/TNFRSF10C/IL2 6 KEGG hsa05017 Spinocerebellar ataxia 9/669 143/8144 0.8413 1 1 AFG3L2/GRIN2C/WIPI2/SLC25A4/RB1CC1/RELN/ATG2B/PSMD2/VDAC3 9 KEGG hsa00340 Histidine metabolism 1/669 22/8144 0.8487 1 1 ALDH2 1 KEGG hsa00900 Terpenoid backbone biosynthesis 1/669 22/8144 0.8487 1 1 FNTA 1 KEGG hsa04217 Necroptosis 10/669 159/8144 0.8519 1 1 IFNGR1/GLUD1/SLC25A4/PARP1/CHMP1A/FAF1/GLUL/CHMP2B/VDAC3/CHMP4C 10 KEGG hsa05134 Legionellosis 3/669 57/8144 0.8583 1 1 HSPA1L/CXCL3/HSPA6 3 KEGG hsa00515 Mannose type O-glycan biosynthesis 1/669 23/8144 0.8611 1 1 B3GAT2 1 KEGG hsa03430 Mismatch repair 1/669 23/8144 0.8611 1 1 PMS2 1 KEGG hsa04614 Renin-angiotensin system 1/669 23/8144 0.8611 1 1 KLK2 1 KEGG hsa00240 Pyrimidine metabolism 3/669 58/8144 0.8662 1 1 UMPS/CTPS2/CMPK2 3 KEGG hsa00480 Glutathione metabolism 3/669 58/8144 0.8662 1 1 GGT5/GCLM/MGST2 3 KEGG hsa04810 Regulation of actin cytoskeleton 14/669 218/8144 0.8669 1 1 FGD3/RAC3/ACTG1/MYL12A/LPAR4/BRAF/PFN2/CXCR4/MYL10/RAC1/FN1/ITGA6/TMSB4X/MAPK3 14 KEGG hsa04722 Neurotrophin signaling pathway 7/669 119/8144 0.8679 1 1 RAP1B/GRB2/BRAF/SHC4/RAC1/NTF3/MAPK3 7 KEGG hsa00380 Tryptophan metabolism 2/669 42/8144 0.8707 1 1 ALDH2/DLD 2 KEGG hsa05332 Graft-versus-host disease 2/669 42/8144 0.8707 1 1 KIR2DL3/IL2 2 KEGG hsa04977 Vitamin digestion and absorption 1/669 24/8144 0.8726 1 1 SLC19A2 1 KEGG hsa04514 Cell adhesion molecules 9/669 149/8144 0.8732 1 1 CD4/CDH2/NLGN4Y/CD274/CLDN10/CLDN11/NLGN1/ITGA6/OCLN 9 KEGG hsa03320 PPAR signaling pathway 4/669 75/8144 0.8747 1 1 PLIN2/ANGPTL4/ACSL4/SLC27A5 4 KEGG hsa00860 Porphyrin metabolism 2/669 43/8144 0.8791 1 1 UGT2B11/UGT2B15 2 KEGG hsa04940 Type I diabetes mellitus 2/669 43/8144 0.8791 1 1 GAD2/IL2 2 KEGG hsa04971 Gastric acid secretion 4/669 76/8144 0.8811 1 1 ACTG1/ADCY8/GNAS/KCNJ2 4 KEGG hsa05323 Rheumatoid arthritis 5/669 93/8144 0.8896 1 1 ATP6V1D/CXCL3/IL11/ATP6AP1/FOS 5 KEGG hsa00790 Folate biosynthesis 1/669 26/8144 0.8927 1 1 MOCS1 1 KEGG hsa04621 NOD-like receptor signaling pathway 11/669 184/8144 0.8997 1 1 TXNIP/MAP1LC3B2/CXCL3/CARD16/DHX33/GABARAP/VDAC3/CYBA/CARD8/CHUK/MAPK3 11 KEGG hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 1/669 27/8144 0.9016 1 1 A4GALT 1 KEGG hsa04966 Collecting duct acid secretion 1/669 27/8144 0.9016 1 1 ATP6V1D 1 KEGG hsa04936 Alcoholic liver disease 8/669 142/8144 0.9065 1 1 PRKAG1/SIRT1/CXCL3/PRKAB2/IL17RA/ALDH2/C1QA/CHUK 8 KEGG hsa04668 TNF signaling pathway 6/669 112/8144 0.9072 1 1 JUNB/CXCL3/FOS/MMP9/CHUK/MAPK3 6 KEGG hsa00514 Other types of O-glycan biosynthesis 2/669 47/8144 0.908 1 1 GALNT7/C1GALT1C1 2 KEGG hsa05321 Inflammatory bowel disease 3/669 65/8144 0.9116 1 1 IFNGR1/MAF/IL2 3 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 5/669 98/8144 0.9139 1 1 TRPM8/TRPV1/ADCY8/GNAS/IGF1 5 KEGG hsa04640 Hematopoietic cell lineage 5/669 99/8144 0.9182 1 1 CD4/IL11/KITLG/KIT/ITGA6 5 KEGG hsa05131 Shigellosis 15/669 247/8144 0.9185 1 1 MAP1LC3B2/WIPI2/ACTG1/MYL12A/FNBP1L/CAPNS1/HK2/PFN2/RRAGC/MYL10/RAC1/TLN1/MDM2/CHUK/MAPK3 15 KEGG hsa04726 Serotonergic synapse 6/669 115/8144 0.9195 1 1 GNG3/BRAF/GNG13/GNAS/GNB4/MAPK3 6 KEGG hsa05132 Salmonella infection 15/669 249/8144 0.9238 1 1 ARL8B/ACTG1/MYL12A/DYNC1LI1/RHOB/TUBB2B/PFN2/MYL10/RAC1/FOS/VPS16/HSP90B1/DYNLL1/CHUK/MAPK3 15 KEGG hsa00030 Pentose phosphate pathway 1/669 30/8144 0.9239 1 1 PGLS 1 KEGG hsa01523 Antifolate resistance 1/669 30/8144 0.9239 1 1 CHUK 1 KEGG hsa05016 Huntington disease 19/669 306/8144 0.9252 1 1 WIPI2/NDUFV3/SLC25A4/NDUFB1/AP2B1/HAP1/RB1CC1/NDUFA6/COX6A1/NDUFB11/ATG2B/TUBB2B/PSMD2/COX8A/VDAC3/POLR2H/NDUFA3/DNAH14/COX6B1 19 KEGG hsa05202 Transcriptional misregulation in cancer 11/669 193/8144 0.9286 1 1 KLF3/CCNA2/ETV5/BMP2K/MAF/EWSR1/IGF1/MMP9/LDB1/CCNA1/MDM2 11 KEGG hsa00330 Arginine and proline metabolism 2/669 51/8144 0.9303 1 1 ALDH2/CKB 2 KEGG hsa04911 Insulin secretion 4/669 86/8144 0.931 1 1 RAB3A/GLP1R/ADCY8/GNAS 4 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 11/669 194/8144 0.9314 1 1 IFNGR1/MAP1LC3B2/CDK4/CXCL3/GNG3/GNG13/GNB4/RAC1/FOS/CHUK/MAPK3 11 KEGG hsa04270 Vascular smooth muscle contraction 7/669 134/8144 0.9318 1 1 NPPB/ADCY8/BRAF/GNAS/EDN3/NPPC/MAPK3 7 KEGG hsa04071 Sphingolipid signaling pathway 6/669 119/8144 0.9337 1 1 PPP2CA/RAC3/PTEN/RAC1/ADORA3/MAPK3 6 KEGG hsa04260 Cardiac muscle contraction 4/669 87/8144 0.9348 1 1 COX6A1/COX8A/CACNG8/COX6B1 4 KEGG hsa04215 Apoptosis - multiple species 1/669 32/8144 0.936 1 1 BCL2L11 1 KEGG hsa04620 Toll-like receptor signaling pathway 5/669 104/8144 0.9368 1 1 CXCL11/RAC1/FOS/CHUK/MAPK3 5 KEGG hsa04625 C-type lectin receptor signaling pathway 5/669 104/8144 0.9368 1 1 CLEC1B/IL2/MDM2/CHUK/MAPK3 5 KEGG hsa04931 Insulin resistance 5/669 108/8144 0.9489 1 1 PRKAG1/PTEN/PRKAB2/MLX/SLC27A5 5 KEGG hsa04918 Thyroid hormone synthesis 3/669 75/8144 0.9524 1 1 ADCY8/GNAS/HSP90B1 3 KEGG hsa04120 Ubiquitin mediated proteolysis 7/669 142/8144 0.9533 1 1 UBE2L6/CUL7/ANAPC5/CDC23/HERC1/CUL3/MDM2 7 KEGG hsa05203 Viral carcinogenesis 11/669 204/8144 0.9541 1 1 RASA2/CCNA2/CDK1/CDK4/GRB2/RAC1/VDAC3/GTF2H1/CCNA1/MDM2/MAPK3 11 KEGG hsa00500 Starch and sucrose metabolism 1/669 36/8144 0.9546 1 1 HK2 1 KEGG hsa00760 Nicotinate and nicotinamide metabolism 1/669 36/8144 0.9546 1 1 SIRT1 1 KEGG hsa05133 Pertussis 3/669 76/8144 0.9553 1 1 FOS/C1QA/MAPK3 3 KEGG hsa05330 Allograft rejection 1/669 38/8144 0.9618 1 1 IL2 1 KEGG hsa04666 Fc gamma R-mediated phagocytosis 4/669 97/8144 0.9634 1 1 LAT/MARCKS/RAC1/MAPK3 4 KEGG hsa05169 Epstein-Barr virus infection 10/669 202/8144 0.9742 1 1 CCNA2/CDK4/DDX58/BCL2L11/PSMD2/RAC1/CIR1/CCNA1/MDM2/CHUK 10 KEGG hsa04975 Fat digestion and absorption 1/669 43/8144 0.9752 1 1 PNLIPRP2 1 KEGG hsa02010 ABC transporters 1/669 45/8144 0.9791 1 1 ABCB4 1 KEGG hsa04066 HIF-1 signaling pathway 4/669 109/8144 0.9823 1 1 IFNGR1/HK2/IGF1/MAPK3 4 KEGG hsa04973 Carbohydrate digestion and absorption 1/669 47/8144 0.9824 1 1 HK2 1 KEGG hsa04630 JAK-STAT signaling pathway 7/669 162/8144 0.983 1 1 IFNGR1/SOCS7/GRB2/IL11/IL22RA2/STAM2/IL2 7 KEGG hsa04970 Salivary secretion 3/669 93/8144 0.9854 1 1 ADRB2/ADCY8/GNAS 3 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 6/669 150/8144 0.9871 1 1 PPP2CA/ADRB2/ADCY8/GNAS/CACNG8/MAPK3 6 KEGG hsa05320 Autoimmune thyroid disease 1/669 53/8144 0.9895 1 1 IL2 1 KEGG hsa04925 Aldosterone synthesis and secretion 3/669 98/8144 0.9896 1 1 ADCY8/GNAS/ORAI1 3 KEGG hsa04080 Neuroactive ligand-receptor interaction 19/669 362/8144 0.9898 1 1 NMB/GRIN2C/P2RY1/THRB/GAL/TRPV1/LPAR4/MC5R/ADRB2/GLP1R/GABRA4/VGF/ADRA2A/DRD2/ADORA3/EDN3/GALR2/LYPD6/GABRA1 19 KEGG hsa04929 GnRH secretion 1/669 64/8144 0.9959 1 1 MAPK3 1 KEGG hsa05150 Staphylococcus aureus infection 2/669 96/8144 0.9975 1 1 KRT14/C1QA 2 KEGG hsa04020 Calcium signaling pathway 9/669 240/8144 0.9984 1 1 GRIN2C/SLC25A4/ADRB2/ADCY8/CXCR4/GNAS/VDAC3/KDR/ORAI1 9 KEGG hsa04613 Neutrophil extracellular trap formation 6/669 190/8144 0.9988 1 1 ACTG1/SLC25A4/RAC1/VDAC3/CYBA/MAPK3 6 KEGG hsa05322 Systemic lupus erythematosus 3/669 136/8144 0.9993 1 1 SNRPD3/C8G/C1QA 3 KEGG hsa05152 Tuberculosis 4/669 180/8144 0.9999 1 1 IFNGR1/PLA2R1/ATP6AP1/MAPK3 4 KEGG hsa04740 Olfactory transduction 16/669 440/8144 1 1 1 OR2A25/OR2T2/OR52H1/OR5AC2/OR6C76/OR52N5/OR12D2/OR6C68/OR2AG1/GNG13/OR10G8/OR5M1/OR52W1/OR4K17/OR3A3/OR4M2 16