ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa04142 Lysosome 13/390 132/8135 0.01051 0.8203 0.8203 NPC1/ACP5/PPT2/AP1B1/HEXA/SCARB2/NAGA/NEU1/CD63/CD164/ARSG/ATP6AP1/ASAH1 13 KEGG hsa05010 Alzheimer disease 28/390 384/8135 0.0171 0.8203 0.8203 NDUFA13/APC/NDUFV2/CSNK2A3/PSMD9/SLC39A7/GRIN2D/PSMB2/FZD8/SLC39A11/NDUFB11/NDUFB3/HRAS/TUBA8/VDAC2/RTN4/VDAC1/CSNK2A1/APH1A/CAPN2/AKT2/NDUFB7/LRP5/CSNK1A1/NDUFA4/CASP8/FAS/ATP5PD 28 KEGG hsa04062 Chemokine signaling pathway 16/390 192/8135 0.02182 0.8203 0.8203 ADCY9/PPBP/XCL1/CX3CL1/PF4V1/ARRB1/ROCK2/HRAS/PF4/GRK5/XCR1/XCL2/AKT2/ADCY7/GNG11/GRK3 16 KEGG hsa05163 Human cytomegalovirus infection 18/390 225/8135 0.02262 0.8203 0.8203 ADCY9/CALR/CGAS/IL10RA/CX3CL1/IFNA1/ROCK2/CDK4/GNAS/HRAS/E2F2/PRKCG/AKT2/ADCY7/GNG11/CASP8/FAS/TAP1 18 KEGG hsa00514 Other types of O-glycan biosynthesis 6/390 47/8135 0.02379 0.8203 0.8203 RFNG/GALNT2/GALNT14/GALNT8/PLOD3/POFUT1 6 KEGG hsa04976 Bile secretion 9/390 89/8135 0.02625 0.8203 0.8203 ADCY9/UGT1A9/GNAS/UGT1A1/ABCB4/UGT2A1/ADCY7/LDLR/SCT 9 KEGG hsa00760 Nicotinate and nicotinamide metabolism 5/390 36/8135 0.02735 0.8203 0.8203 NMRK1/NNT/NT5M/NADK2/ENPP3 5 KEGG hsa05032 Morphine addiction 9/390 91/8135 0.0298 0.8203 0.8203 ADCY9/GABBR1/ARRB1/GNAS/GRK5/PRKCG/ADCY7/GNG11/GRK3 9 KEGG hsa05143 African trypanosomiasis 5/390 37/8135 0.03042 0.8203 0.8203 HPR/PRKCG/APOL1/FAS/IL18 5 KEGG hsa04611 Platelet activation 11/390 124/8135 0.03531 0.8203 0.8203 ADCY9/GP9/GUCY1B1/TBXA2R/BTK/ROCK2/PTGS1/GNAS/GP1BA/AKT2/ADCY7 11 KEGG hsa05165 Human papillomavirus infection 23/390 331/8135 0.04632 0.8203 0.8203 ISG15/RFNG/ITGA4/APC/LAMC2/ITGB5/TCF7/IFNA1/FZD8/TRAF3/CDK4/GNAS/HRAS/HEY1/HES1/AKT2/PARD6A/CSNK1A1/COMP/CASP8/FAS/ATP6AP1/PPP2R5D 23 KEGG hsa05170 Human immunodeficiency virus 1 infection 16/390 212/8135 0.04794 0.8203 0.8203 CALR/CGAS/ELOB/AP1B1/IFNA1/APOBEC3G/HRAS/APOBEC3D/PRKCG/AKT2/GNG11/SAMHD1/CASP8/FAS/TAP1/PAK4 16 KEGG hsa05224 Breast cancer 12/390 147/8135 0.04945 0.8203 0.8203 APC/TCF7/FZD8/CDK4/HRAS/E2F2/HEY1/HES1/AKT2/LRP5/CSNK1A1/FGF17 12 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 9/390 100/8135 0.0499 0.8203 0.8203 PPBP/IL10RA/XCL1/CX3CL1/PF4V1/PF4/XCR1/XCL2/IL18 9 KEGG hsa04923 Regulation of lipolysis in adipocytes 6/390 56/8135 0.0504 0.8203 0.8203 ADCY9/PTGS1/GNAS/MGLL/AKT2/ADCY7 6 KEGG hsa05226 Gastric cancer 12/390 149/8135 0.0538 0.8203 0.8203 APC/TCF7/MLH1/FZD8/HRAS/E2F2/GAB1/AKT2/LRP5/CSNK1A1/CDH1/FGF17 12 KEGG hsa05213 Endometrial cancer 6/390 58/8135 0.05808 0.8203 0.8203 APC/TCF7/MLH1/HRAS/AKT2/CDH1 6 KEGG hsa05169 Epstein-Barr virus infection 15/390 202/8135 0.06084 0.8203 0.8203 ISG15/CALR/BTK/HLA-DPA1/VIM/IFNA1/TRAF3/CDK4/E2F2/HES1/ENTPD3/AKT2/CASP8/FAS/TAP1 15 KEGG hsa04330 Notch signaling pathway 6/390 59/8135 0.06217 0.8203 0.8203 RFNG/PTCRA/HEY1/HES1/APH1A/KAT2B 6 KEGG hsa05164 Influenza A 13/390 171/8135 0.06679 0.8203 0.8203 PRSS1/HLA-DPA1/IFNA1/TRAF3/CDK4/VDAC1/KPNA2/CPSF4L/AKT2/KPNA7/CASP8/FAS/IL18 13 KEGG hsa03013 Nucleocytoplasmic transport 9/390 108/8135 0.07395 0.8203 0.8203 IPO4/CASC3/RANBP17/XPO7/EEF1A2/POM121/ACIN1/KPNA2/KPNA7 9 KEGG hsa00040 Pentose and glucuronate interconversions 4/390 34/8135 0.07777 0.8203 0.8203 UGT1A9/CRYL1/UGT1A1/UGT2A1 4 KEGG hsa04929 GnRH secretion 6/390 64/8135 0.08511 0.8203 0.8203 GABBR1/ARRB1/HRAS/PRKCG/AKT2/TRPC5 6 KEGG hsa05414 Dilated cardiomyopathy 8/390 96/8135 0.08887 0.8203 0.8203 ADCY9/ITGA4/ITGB5/EMD/GNAS/SLC8A3/ACTC1/ADCY7 8 KEGG hsa04614 Renin-angiotensin system 3/390 23/8135 0.0953 0.8203 0.8203 MAS1/ACE/CMA1 3 KEGG hsa04724 Glutamatergic synapse 9/390 114/8135 0.096 0.8203 0.8203 ADCY9/SLC1A3/GRIN2D/GNAS/PRKCG/GRIK5/ADCY7/GNG11/GRK3 9 KEGG hsa04360 Axon guidance 13/390 182/8135 0.0974 0.8203 0.8203 NEO1/EPHB3/DPYSL2/ROCK2/ROBO3/HRAS/DCC/MYL9/PARD6A/ABL1/NRP1/TRPC5/PAK4 13 KEGG hsa04723 Retrograde endocannabinoid signaling 11/390 148/8135 0.09816 0.8203 0.8203 NDUFA13/ADCY9/NDUFV2/NDUFB11/NDUFB3/PRKCG/MGLL/NDUFB7/ADCY7/GNG11/NDUFA4 11 KEGG hsa04510 Focal adhesion 14/390 201/8135 0.1024 0.8203 0.8203 ITGA4/RAPGEF1/LAMC2/ITGB5/ROCK2/HRAS/VEGFB/PRKCG/CAPN2/AKT2/MYL9/COMP/PARVB/PAK4 14 KEGG hsa04310 Wnt signaling pathway 12/390 167/8135 0.1048 0.8203 0.8203 APC/CSNK2A3/TCF7/ROCK2/FZD8/NOTUM/SFRP2/CSNK2A1/PRKCG/LRP5/MMP7/CSNK1A1 12 KEGG hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 3/390 24/8135 0.1052 0.8203 0.8203 HS3ST3A1/EXT2/NDST2 3 KEGG hsa05225 Hepatocellular carcinoma 12/390 168/8135 0.1082 0.8203 0.8203 APC/TCF7/FZD8/CDK4/HRAS/E2F2/GAB1/PRKCG/SMARCE1/AKT2/LRP5/CSNK1A1 12 KEGG hsa05415 Diabetic cardiomyopathy 14/390 203/8135 0.1086 0.8203 0.8203 NDUFA13/NDUFV2/PDK4/NDUFB11/ACE/NDUFB3/VDAC2/VDAC1/CMA1/PRKCG/AKT2/NDUFB7/NDUFA4/ATP5PD 14 KEGG hsa05211 Renal cell carcinoma 6/390 69/8135 0.1121 0.8203 0.8203 RAPGEF1/ELOB/HRAS/GAB1/AKT2/PAK4 6 KEGG hsa04012 ErbB signaling pathway 7/390 85/8135 0.1124 0.8203 0.8203 HRAS/GAB1/PRKCG/ERBB3/AKT2/ABL1/PAK4 7 KEGG hsa04972 Pancreatic secretion 8/390 102/8135 0.1156 0.8203 0.8203 ADCY9/PRSS1/RAB27B/GNAS/PLA2G12A/PRKCG/ADCY7/SCT 8 KEGG hsa04210 Apoptosis 10/390 136/8135 0.1172 0.8203 0.8203 SPTA1/PARP2/HRAS/TUBA8/PARP4/CAPN2/AKT2/CASP8/FAS/PRF1 10 KEGG hsa04540 Gap junction 7/390 88/8135 0.1285 0.8203 0.8203 ADCY9/GUCY1B1/GNAS/HRAS/TUBA8/PRKCG/ADCY7 7 KEGG hsa04340 Hedgehog signaling pathway 5/390 56/8135 0.1293 0.8203 0.8203 ARRB1/GLI2/GAS1/GRK3/CSNK1A1 5 KEGG hsa04371 Apelin signaling pathway 10/390 139/8135 0.13 0.8203 0.8203 ADCY9/HRAS/SLC8A3/PRKAB1/AKT2/ADCY7/GNG11/CDH1/MEF2C/MYL4 10 KEGG hsa05218 Melanoma 6/390 72/8135 0.1302 0.8203 0.8203 CDK4/HRAS/E2F2/AKT2/CDH1/FGF17 6 KEGG hsa05219 Bladder cancer 4/390 41/8135 0.1316 0.8203 0.8203 CDK4/HRAS/E2F2/CDH1 4 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 8/390 106/8135 0.1355 0.8203 0.8203 ADCY9/BGLAP/ARRB1/GNAS/PRKCG/LRP5/ADCY7/MEF2C 8 KEGG hsa00562 Inositol phosphate metabolism 6/390 73/8135 0.1365 0.8203 0.8203 PI4KB/FIG4/OCRL/INPP4A/TPI1/IPPK 6 KEGG hsa00062 Fatty acid elongation 3/390 27/8135 0.1372 0.8203 0.8203 PPT2/ACOT7/HACD1 3 KEGG hsa05207 Chemical carcinogenesis - receptor activation 14/390 212/8135 0.1395 0.8203 0.8203 ADCY9/UGT1A9/ARRB1/GNAS/HRAS/KPNA2/UGT1A1/PRKCG/AKT2/KPNA7/UGT2A1/ADCY7/AHR/FGF17 14 KEGG hsa05410 Hypertrophic cardiomyopathy 7/390 90/8135 0.1398 0.8203 0.8203 ITGA4/ITGB5/EMD/ACE/SLC8A3/ACTC1/PRKAB1 7 KEGG hsa05332 Graft-versus-host disease 4/390 42/8135 0.1403 0.8203 0.8203 HLA-DPA1/KLRD1/FAS/PRF1 4 KEGG hsa04714 Thermogenesis 15/390 232/8135 0.1465 0.8203 0.8203 NDUFA13/ADCY9/NDUFV2/PRDM16/NDUFB11/NDUFB3/GNAS/HRAS/PRKAB1/MGLL/SMARCE1/NDUFB7/ADCY7/NDUFA4/ATP5PD 15 KEGG hsa00860 Porphyrin metabolism 4/390 43/8135 0.1493 0.8203 0.8203 UGT1A9/CPOX/UGT1A1/UGT2A1 4 KEGG hsa04962 Vasopressin-regulated water reabsorption 4/390 44/8135 0.1584 0.8203 0.8203 VAMP2/ADCY9/DYNC1LI2/GNAS 4 KEGG hsa04730 Long-term depression 5/390 60/8135 0.1592 0.8203 0.8203 GUCY1B1/GNAS/HRAS/PRKCG/GNAZ 5 KEGG hsa04978 Mineral absorption 5/390 60/8135 0.1592 0.8203 0.8203 MT1H/MT1A/MT1B/CYBRD1/SLC8A3 5 KEGG hsa00603 Glycosphingolipid biosynthesis - globo and isoglobo series 2/390 15/8135 0.1598 0.8203 0.8203 HEXA/NAGA 2 KEGG hsa04744 Phototransduction 3/390 29/8135 0.1602 0.8203 0.8203 SLC24A1/RCVRN/GUCY2D 3 KEGG hsa04810 Regulation of actin cytoskeleton 14/390 218/8135 0.1625 0.8203 0.8203 ITGA4/APC/NCKAP1L/ITGB5/BRK1/ROCK2/IQGAP2/DIAPH2/HRAS/CHRM2/MYL9/ARHGEF6/FGF17/PAK4 14 KEGG hsa00140 Steroid hormone biosynthesis 5/390 61/8135 0.1671 0.8203 0.8203 UGT1A9/SRD5A2/SULT2B1/UGT1A1/UGT2A1 5 KEGG hsa03022 Basal transcription factors 4/390 45/8135 0.1677 0.8203 0.8203 GTF2F1/GTF2IRD1/TAF5L/TAF10 4 KEGG hsa04612 Antigen processing and presentation 6/390 78/8135 0.1701 0.8203 0.8203 CALR/KLRC4/HLA-DPA1/KLRD1/CANX/TAP1 6 KEGG hsa00053 Ascorbate and aldarate metabolism 3/390 30/8135 0.172 0.8203 0.8203 UGT1A9/UGT1A1/UGT2A1 3 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 3/390 30/8135 0.172 0.8203 0.8203 ACSS1/PCCB/HAO1 3 KEGG hsa04213 Longevity regulating pathway - multiple species 5/390 62/8135 0.1751 0.8203 0.8203 ADCY9/HRAS/PRKAB1/AKT2/ADCY7 5 KEGG hsa04022 cGMP-PKG signaling pathway 11/390 167/8135 0.1777 0.8203 0.8203 ADCY9/GUCY1B1/ROCK2/VDAC2/VDAC1/SLC8A3/AKT2/GTF2IRD1/MYL9/ADCY7/MEF2C 11 KEGG hsa05166 Human T-cell leukemia virus 1 infection 14/390 222/8135 0.1788 0.8203 0.8203 ADCY9/CALR/HLA-DPA1/CDK4/HRAS/E2F2/CANX/VDAC2/VDAC1/AKT2/ADCY7/MMP7/KAT2B/NRP1 14 KEGG hsa04713 Circadian entrainment 7/390 97/8135 0.183 0.8203 0.8203 ADCY9/GUCY1B1/GRIN2D/GNAS/PRKCG/ADCY7/GNG11 7 KEGG hsa05215 Prostate cancer 7/390 97/8135 0.183 0.8203 0.8203 ETV5/TCF7/HRAS/E2F2/NKX3-1/SRD5A2/AKT2 7 KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 14/390 223/8135 0.183 0.8203 0.8203 NDUFA13/NDUFV2/PRKD3/NDUFB11/NDUFB3/HRAS/VDAC2/VDAC1/AKT2/NDUFB7/ABL1/AHR/NDUFA4/ATP5PD 14 KEGG hsa03250 Viral life cycle - HIV-1 5/390 63/8135 0.1833 0.8203 0.8203 APOBEC3G/APOBEC3D/NELFB/SAMHD1/KAT2B 5 KEGG hsa01200 Carbon metabolism 8/390 115/8135 0.1862 0.8203 0.8203 ACSS1/IDH1/ALDOB/SUCLA2/PCCB/TPI1/HAO1/HK2 8 KEGG hsa01522 Endocrine resistance 7/390 98/8135 0.1896 0.8203 0.8203 ADCY9/CDK4/GNAS/HRAS/E2F2/AKT2/ADCY7 7 KEGG hsa00450 Selenocompound metabolism 2/390 17/8135 0.1948 0.8203 0.8203 KYAT1/SEPSECS 2 KEGG hsa00640 Propanoate metabolism 3/390 32/8135 0.1965 0.8203 0.8203 ACSS1/SUCLA2/PCCB 3 KEGG hsa01240 Biosynthesis of cofactors 10/390 153/8135 0.1986 0.8203 0.8203 GCH1/NME4/UGT1A9/MTHFD2L/CPOX/NADK2/UGT1A1/UGT2A1/GGCX/OXSM 10 KEGG hsa04921 Oxytocin signaling pathway 10/390 154/8135 0.204 0.8203 0.8203 ADCY9/GUCY1B1/ROCK2/GNAS/HRAS/PRKAB1/PRKCG/MYL9/ADCY7/MEF2C 10 KEGG hsa00051 Fructose and mannose metabolism 3/390 33/8135 0.209 0.8203 0.8203 ALDOB/TPI1/HK2 3 KEGG hsa04932 Non-alcoholic fatty liver disease 10/390 155/8135 0.2095 0.8203 0.8203 NDUFA13/NDUFV2/NDUFB11/NDUFB3/PRKAB1/AKT2/NDUFB7/NDUFA4/CASP8/FAS 10 KEGG hsa04934 Cushing syndrome 10/390 155/8135 0.2095 0.8203 0.8203 ADCY9/APC/TCF7/FZD8/CDK4/GNAS/E2F2/ADCY7/AHR/LDLR 10 KEGG hsa04916 Melanogenesis 7/390 101/8135 0.2099 0.8203 0.8203 ADCY9/TCF7/FZD8/GNAS/HRAS/PRKCG/ADCY7 7 KEGG hsa04071 Sphingolipid signaling pathway 8/390 119/8135 0.211 0.8203 0.8203 ACER2/ROCK2/S1PR5/HRAS/PRKCG/AKT2/PPP2R5D/ASAH1 8 KEGG hsa00511 Other glycan degradation 2/390 18/8135 0.2126 0.8203 0.8203 HEXA/NEU1 2 KEGG hsa04979 Cholesterol metabolism 4/390 50/8135 0.2171 0.8203 0.8203 NPC1/VDAC2/VDAC1/LDLR 4 KEGG hsa00830 Retinol metabolism 5/390 68/8135 0.2262 0.8203 0.8203 UGT1A9/UGT1A1/CYP2C18/UGT2A1/CYP27C1 5 KEGG hsa04913 Ovarian steroidogenesis 4/390 51/8135 0.2274 0.8203 0.8203 ADCY9/GNAS/ADCY7/LDLR 4 KEGG hsa04742 Taste transduction 6/390 86/8135 0.23 0.8203 0.8203 TAS2R60/GABBR1/ASIC2/TAS2R3/TAS2R9/PKD1L3 6 KEGG hsa05210 Colorectal cancer 6/390 86/8135 0.23 0.8203 0.8203 APC/TCF7/MLH1/HRAS/DCC/AKT2 6 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 5/390 69/8135 0.2351 0.8203 0.8203 UGT1A9/UGT1A1/HPGDS/CYP2C18/UGT2A1 5 KEGG hsa05020 Prion disease 16/390 273/8135 0.2369 0.8203 0.8203 NDUFA13/NDUFV2/CSNK2A3/PSMD9/STIP1/GRIN2D/PSMB2/NDUFB11/NDUFB3/TUBA8/VDAC2/VDAC1/CSNK2A1/NDUFB7/NDUFA4/ATP5PD 16 KEGG hsa00600 Sphingolipid metabolism 4/390 52/8135 0.2378 0.8203 0.8203 ACER2/HEXA/NEU1/ASAH1 4 KEGG hsa04512 ECM-receptor interaction 6/390 88/8135 0.246 0.8203 0.8203 GP9/ITGA4/LAMC2/ITGB5/GP1BA/COMP 6 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 9/390 143/8135 0.2473 0.8203 0.8203 APC/PCGF5/TCF7/FZD8/HRAS/SMAD5/LIFR/PAX6/AKT2 9 KEGG hsa00500 Starch and sucrose metabolism 3/390 36/8135 0.2476 0.8203 0.8203 GANC/ENPP3/HK2 3 KEGG hsa00512 Mucin type O-glycan biosynthesis 3/390 36/8135 0.2476 0.8203 0.8203 GALNT2/GALNT14/GALNT8 3 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 4/390 53/8135 0.2483 0.8203 0.8203 ADCY9/GNAS/SLC8A3/PRKCG 4 KEGG hsa05320 Autoimmune thyroid disease 4/390 53/8135 0.2483 0.8203 0.8203 HLA-DPA1/IFNA1/FAS/PRF1 4 KEGG hsa04520 Adherens junction 5/390 71/8135 0.2532 0.8203 0.8203 CSNK2A3/TCF7/CSNK2A1/NECTIN3/CDH1 5 KEGG hsa04727 GABAergic synapse 6/390 89/8135 0.254 0.8203 0.8203 ADCY9/GABBR1/SLC38A5/PRKCG/ADCY7/GNG11 6 KEGG hsa05216 Thyroid cancer 3/390 37/8135 0.2606 0.8203 0.8203 TCF7/HRAS/CDH1 3 KEGG hsa00982 Drug metabolism - cytochrome P450 5/390 72/8135 0.2624 0.8203 0.8203 UGT1A9/UGT1A1/HPGDS/UGT2A1/FMO5 5 KEGG hsa05223 Non-small cell lung cancer 5/390 72/8135 0.2624 0.8203 0.8203 CDK4/HRAS/E2F2/PRKCG/AKT2 5 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 26/390 476/8135 0.2704 0.8203 0.8203 NDUFA13/ACTR1B/APC/NDUFV2/CSNK2A3/PSMD9/FIG4/GRIN2D/PSMB2/FZD8/NDUFB11/NDUFB3/HRAS/TUBA8/VDAC2/VDAC1/CSNK2A1/PRKCG/CAPN2/NDUFB7/LRP5/CSNK1A1/NDUFA4/CASP8/FAS/ATP5PD 26 KEGG hsa00230 Purine metabolism 8/390 128/8135 0.2709 0.8203 0.8203 ADCY9/NME4/GUCY1B1/NT5M/ENTPD3/ADCY7/ENPP3/GUCY2D 8 KEGG hsa05330 Allograft rejection 3/390 38/8135 0.2738 0.8203 0.8203 HLA-DPA1/FAS/PRF1 3 KEGG hsa04926 Relaxin signaling pathway 8/390 129/8135 0.2779 0.8203 0.8203 ADCY9/ARRB1/GNAS/HRAS/VEGFB/AKT2/ADCY7/GNG11 8 KEGG hsa00513 Various types of N-glycan biosynthesis 3/390 39/8135 0.2871 0.8203 0.8203 HEXA/DDOST/CHST9 3 KEGG hsa04970 Salivary secretion 6/390 93/8135 0.2871 0.8203 0.8203 VAMP2/ADCY9/GUCY1B1/GNAS/PRKCG/ADCY7 6 KEGG hsa04918 Thyroid hormone synthesis 5/390 75/8135 0.2903 0.8203 0.8203 ADCY9/GNAS/CANX/PRKCG/ADCY7 5 KEGG hsa05214 Glioma 5/390 75/8135 0.2903 0.8203 0.8203 CDK4/HRAS/E2F2/PRKCG/AKT2 5 KEGG hsa04650 Natural killer cell mediated cytotoxicity 8/390 131/8135 0.2919 0.8203 0.8203 CD244/IFNA1/HRAS/KLRD1/PRKCG/ULBP3/FAS/PRF1 8 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 9/390 150/8135 0.2923 0.8203 0.8203 ADCY9/GNAS/SLC8A3/ACTC1/AKT2/ADCY7/PPP1R1A/MYL4/PPP2R5D 9 KEGG hsa05012 Parkinson disease 15/390 266/8135 0.2945 0.8203 0.8203 NDUFA13/NDUFV2/PSMD9/SLC39A7/PSMB2/SLC39A11/NDUFB11/NDUFB3/GNAS/TUBA8/VDAC2/VDAC1/NDUFB7/NDUFA4/ATP5PD 15 KEGG hsa04725 Cholinergic synapse 7/390 113/8135 0.298 0.8203 0.8203 ADCY9/HRAS/PRKCG/CHRM2/AKT2/ADCY7/GNG11 7 KEGG hsa04971 Gastric acid secretion 5/390 76/8135 0.2998 0.8203 0.8203 ADCY9/GNAS/PRKCG/KCNK10/ADCY7 5 KEGG hsa05220 Chronic myeloid leukemia 5/390 76/8135 0.2998 0.8203 0.8203 CDK4/HRAS/E2F2/AKT2/ABL1 5 KEGG hsa00240 Pyrimidine metabolism 4/390 58/8135 0.3023 0.8203 0.8203 NME4/NT5M/ENTPD3/ENPP3 4 KEGG hsa04145 Phagosome 9/390 152/8135 0.3056 0.8203 0.8203 CALR/ITGB5/DYNC1LI2/HLA-DPA1/TUBA8/CANX/COMP/TAP1/ATP6AP1 9 KEGG hsa04015 Rap1 signaling pathway 12/390 210/8135 0.3067 0.8203 0.8203 ADCY9/RAPGEF1/PRKD3/GNAS/HRAS/VEGFB/PRKCG/AKT2/ADCY7/PARD6A/CDH1/FGF17 12 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 5/390 77/8135 0.3093 0.8203 0.8203 ITGA4/ITGB5/TCF7/EMD/SLC8A3 5 KEGG hsa00190 Oxidative phosphorylation 8/390 134/8135 0.3133 0.8203 0.8203 NDUFA13/NDUFV2/NDUFB11/NDUFB3/NDUFB7/NDUFA4/ATP6AP1/ATP5PD 8 KEGG hsa04270 Vascular smooth muscle contraction 8/390 134/8135 0.3133 0.8203 0.8203 ADCY9/GUCY1B1/ROCK2/GNAS/PLA2G12A/PRKCG/MYL9/ADCY7 8 KEGG hsa04726 Serotonergic synapse 7/390 115/8135 0.3135 0.8203 0.8203 ALOX12/PTGS1/GNAS/HRAS/PRKCG/CYP2C18/GNG11 7 KEGG hsa03015 mRNA surveillance pathway 6/390 97/8135 0.321 0.822 0.822 CASC3/GSPT2/CSTF2T/ACIN1/CPSF4L/PPP2R5D 6 KEGG hsa05416 Viral myocarditis 4/390 60/8135 0.3242 0.822 0.822 HLA-DPA1/ABL1/CASP8/PRF1 4 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 5/390 79/8135 0.3284 0.822 0.822 HRAS/GAB1/PRKCG/ERBB3/AKT2 5 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 6/390 98/8135 0.3295 0.822 0.822 ADCY9/ALOX12/ASIC2/GNAS/PRKCG/ADCY7 6 KEGG hsa04925 Aldosterone synthesis and secretion 6/390 98/8135 0.3295 0.822 0.822 ADCY9/PRKD3/GNAS/PRKCG/ADCY7/LDLR 6 KEGG hsa04150 mTOR signaling pathway 9/390 156/8135 0.3325 0.822 0.822 FZD8/LAMTOR1/DEPDC5/HRAS/GRB10/PRKCG/PRR5L/AKT2/LRP5 9 KEGG hsa00561 Glycerolipid metabolism 4/390 61/8135 0.3353 0.822 0.822 AGK/MGLL/AGPAT1/MBOAT2 4 KEGG hsa00590 Arachidonic acid metabolism 4/390 61/8135 0.3353 0.822 0.822 ALOX12/PTGS1/PLA2G12A/HPGDS 4 KEGG hsa05160 Hepatitis C 9/390 157/8135 0.3393 0.822 0.822 IFNA1/TRAF3/CDK4/HRAS/E2F2/AKT2/LDLR/CASP8/FAS 9 KEGG hsa04940 Type I diabetes mellitus 3/390 43/8135 0.3403 0.822 0.822 HLA-DPA1/FAS/PRF1 3 KEGG hsa04935 Growth hormone synthesis, secretion and action 7/390 119/8135 0.3448 0.8251 0.8251 ADCY9/GNAS/HRAS/IGFALS/PRKCG/AKT2/ADCY7 7 KEGG hsa05162 Measles 8/390 139/8135 0.3496 0.8251 0.8251 CSNK2A3/IFNA1/TRAF3/CDK4/CSNK2A1/AKT2/CASP8/FAS 8 KEGG hsa04950 Maturity onset diabetes of the young 2/390 26/8135 0.3564 0.8251 0.8251 PAX6/HES1 2 KEGG hsa04146 Peroxisome 5/390 82/8135 0.3572 0.8251 0.8251 IDH1/AGPS/ACOX2/CRAT/HAO1 5 KEGG hsa04623 Cytosolic DNA-sensing pathway 4/390 63/8135 0.3574 0.8251 0.8251 POLR3G/CGAS/IFNA1/IL18 4 KEGG hsa05217 Basal cell carcinoma 4/390 63/8135 0.3574 0.8251 0.8251 APC/TCF7/GLI2/FZD8 4 KEGG hsa05142 Chagas disease 6/390 102/8135 0.364 0.8313 0.8313 CALR/ACE/GNAS/AKT2/CASP8/FAS 6 KEGG hsa04020 Calcium signaling pathway 13/390 240/8135 0.3653 0.8313 0.8313 ADCY9/TBXA2R/GRIN2D/GNAS/VDAC2/VDAC1/SLC8A3/VEGFB/PRKCG/ERBB3/CHRM2/ADCY7/FGF17 13 KEGG hsa04974 Protein digestion and absorption 6/390 103/8135 0.3727 0.8326 0.8326 SLC36A4/PRSS1/SLC7A7/COL5A1/SLC8A3/KCNJ13 6 KEGG hsa05161 Hepatitis B 9/390 162/8135 0.3736 0.8326 0.8326 IFNA1/TRAF3/HRAS/E2F2/PRKCG/AKT2/CASP8/FAS/ATP6AP1 9 KEGG hsa01040 Biosynthesis of unsaturated fatty acids 2/390 27/8135 0.3739 0.8326 0.8326 ACOT7/HACD1 2 KEGG hsa04927 Cortisol synthesis and secretion 4/390 65/8135 0.3794 0.839 0.839 ADCY9/GNAS/ADCY7/LDLR 4 KEGG hsa05205 Proteoglycans in cancer 11/390 205/8135 0.3945 0.8575 0.8575 ITGB5/ROCK2/FZD8/HRAS/GAB1/PRKCG/ERBB3/AKT2/CD63/FAS/DDX5 11 KEGG hsa04911 Insulin secretion 5/390 86/8135 0.3958 0.8575 0.8575 VAMP2/ADCY9/GNAS/PRKCG/ADCY7 5 KEGG hsa00010 Glycolysis / Gluconeogenesis 4/390 67/8135 0.4014 0.8575 0.8575 ACSS1/ALDOB/TPI1/HK2 4 KEGG hsa04720 Long-term potentiation 4/390 67/8135 0.4014 0.8575 0.8575 GRIN2D/HRAS/PRKCG/PPP1R1A 4 KEGG hsa05221 Acute myeloid leukemia 4/390 67/8135 0.4014 0.8575 0.8575 TCF7/ZBTB16/HRAS/AKT2 4 KEGG hsa04664 Fc epsilon RI signaling pathway 4/390 68/8135 0.4124 0.8661 0.8661 BTK/HRAS/AKT2/ALOX5AP 4 KEGG hsa05132 Salmonella infection 13/390 249/8135 0.4165 0.8661 0.8661 ACTR1B/NCKAP1L/TCF7/DYNC1LI2/BRK1/ROCK2/HRAS/TUBA8/AKT2/AHNAK/MYL9/CASP8/IL18 13 KEGG hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 1/390 11/8135 0.4177 0.8661 0.8661 GGCX 1 KEGG hsa04211 Longevity regulating pathway 5/390 89/8135 0.4246 0.8661 0.8661 ADCY9/HRAS/PRKAB1/AKT2/ADCY7 5 KEGG hsa00020 Citrate cycle (TCA cycle) 2/390 30/8135 0.4252 0.8661 0.8661 IDH1/SUCLA2 2 KEGG hsa04144 Endocytosis 13/390 251/8135 0.4279 0.8661 0.8661 SNX32/EHD3/ARRB1/BIN1/RAB11FIP2/IST1/HRAS/ASAP2/ARAP2/GRK5/PARD6A/GRK3/LDLR 13 KEGG hsa05110 Vibrio cholerae infection 3/390 50/8135 0.4323 0.8661 0.8661 ADCY9/GNAS/ATP6AP1 3 KEGG hsa04622 RIG-I-like receptor signaling pathway 4/390 70/8135 0.4342 0.8661 0.8661 ISG15/IFNA1/TRAF3/CASP8 4 KEGG hsa05230 Central carbon metabolism in cancer 4/390 70/8135 0.4342 0.8661 0.8661 IDH1/HRAS/AKT2/HK2 4 KEGG hsa04014 Ras signaling pathway 12/390 232/8135 0.4358 0.8661 0.8661 FOXO4/HRAS/GAB1/PLA2G12A/VEGFB/PRKCG/AKT2/GNG11/ABL1/FGF17/PAK4/RASGRF2 12 KEGG hsa05171 Coronavirus disease - COVID-19 12/390 232/8135 0.4358 0.8661 0.8661 ISG15/RPL41/CGAS/MAS1/IFNA1/ACE/TRAF3/RPL29/RPL12/PRKCG/RPL27A/NRP1 12 KEGG hsa00052 Galactose metabolism 2/390 31/8135 0.4418 0.8671 0.8671 GANC/HK2 2 KEGG hsa04710 Circadian rhythm 2/390 31/8135 0.4418 0.8671 0.8671 NR1D1/PRKAB1 2 KEGG hsa04060 Cytokine-cytokine receptor interaction 15/390 295/8135 0.4452 0.8683 0.8683 PPBP/TNFSF12/IL10RA/XCL1/CX3CL1/PF4V1/IFNA1/IL12RB1/LIFR/PF4/MPL/XCR1/XCL2/FAS/IL18 15 KEGG hsa05145 Toxoplasmosis 6/390 112/8135 0.4505 0.8683 0.8683 IL10RA/LAMC2/HLA-DPA1/AKT2/LDLR/CASP8 6 KEGG hsa05222 Small cell lung cancer 5/390 92/8135 0.4532 0.8683 0.8683 LAMC2/TRAF3/CDK4/E2F2/AKT2 5 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 10/390 194/8135 0.4535 0.8683 0.8683 TCF7/IFNA1/TRAF3/CDK4/HRAS/E2F2/AKT2/GNG11/CASP8/FAS 10 KEGG hsa01524 Platinum drug resistance 4/390 73/8135 0.4664 0.8818 0.8818 MLH1/AKT2/CASP8/FAS 4 KEGG hsa03450 Non-homologous end-joining 1/390 13/8135 0.4723 0.8818 0.8818 XRCC6 1 KEGG hsa05130 Pathogenic Escherichia coli infection 10/390 197/8135 0.473 0.8818 0.8818 MYO1G/NCKAP1L/BRK1/ROCK2/BAIAP2L1/TUBA8/ABL1/CASP8/FAS/IL18 10 KEGG hsa03410 Base excision repair 2/390 33/8135 0.4743 0.8818 0.8818 PARP2/PARP4 2 KEGG hsa04218 Cellular senescence 8/390 156/8135 0.4746 0.8818 0.8818 CDK4/HRAS/E2F2/VDAC2/VDAC1/CAPN2/AKT2/RBBP4 8 KEGG hsa04390 Hippo signaling pathway 8/390 157/8135 0.4819 0.8867 0.8867 APC/TCF7/GLI2/FZD8/LIMD1/AMOT/PARD6A/CDH1 8 KEGG hsa03460 Fanconi anemia pathway 3/390 54/8135 0.4829 0.8867 0.8867 BRIP1/MLH1/HES1 3 KEGG hsa03010 Ribosome 8/390 158/8135 0.4891 0.8869 0.8869 RPL41/MRPS18C/MRPS6/RPL29/MRPL10/RPL12/RPL27A/MRPL34 8 KEGG hsa04915 Estrogen signaling pathway 7/390 138/8135 0.4948 0.8869 0.8869 ADCY9/GABBR1/GNAS/HRAS/FKBP5/AKT2/ADCY7 7 KEGG hsa05212 Pancreatic cancer 4/390 76/8135 0.4979 0.8869 0.8869 CDK4/E2F2/AKT2/ARHGEF6 4 KEGG hsa04070 Phosphatidylinositol signaling system 5/390 97/8135 0.4998 0.8869 0.8869 PI4KB/OCRL/INPP4A/PRKCG/IPPK 5 KEGG hsa04666 Fc gamma R-mediated phagocytosis 5/390 97/8135 0.4998 0.8869 0.8869 MARCKS/BIN1/ASAP2/PRKCG/AKT2 5 KEGG hsa05016 Huntington disease 15/390 306/8135 0.5032 0.8869 0.8869 NDUFA13/ACTR1B/NDUFV2/PSMD9/SLC1A3/PSMB2/NDUFB11/NDUFB3/TUBA8/VDAC2/VDAC1/NDUFB7/NDUFA4/CASP8/ATP5PD 15 KEGG hsa04722 Neurotrophin signaling pathway 6/390 119/8135 0.5096 0.8869 0.8869 RAPGEF1/IRAK3/HRAS/GAB1/AKT2/ABL1 6 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 4/390 78/8135 0.5185 0.8869 0.8869 UGT1A9/UGT1A1/HPGDS/UGT2A1 4 KEGG hsa01212 Fatty acid metabolism 3/390 57/8135 0.5193 0.8869 0.8869 PPT2/HACD1/OXSM 3 KEGG hsa05134 Legionellosis 3/390 57/8135 0.5193 0.8869 0.8869 EEF1A2/CASP8/IL18 3 KEGG hsa00350 Tyrosine metabolism 2/390 36/8135 0.5207 0.8869 0.8869 AOC3/GSTZ1 2 KEGG hsa00604 Glycosphingolipid biosynthesis - ganglio series 1/390 15/8135 0.5217 0.8869 0.8869 HEXA 1 KEGG hsa05206 MicroRNAs in cancer 15/390 310/8135 0.524 0.8869 0.8869 APC/ZEB2/MARCKS/VIM/MIR32/HRAS/MIR106B/MIR1-2/E2F2/MIR126/PRKCG/ERBB3/MIR27B/ABL1/PAK4 15 KEGG hsa04621 NOD-like receptor signaling pathway 9/390 184/8135 0.5245 0.8869 0.8869 IFNA1/TRAF3/VDAC2/VDAC1/PANX1/TXNIP/CASP8/GBP4/IL18 9 KEGG hsa04936 Alcoholic liver disease 7/390 142/8135 0.5253 0.8869 0.8869 TCF7/IFNA1/TRAF3/PRKAB1/AKT2/CASP8/FAS 7 KEGG hsa00480 Glutathione metabolism 3/390 58/8135 0.5311 0.89 0.89 IDH1/OPLAH/HPGDS 3 KEGG hsa05017 Spinocerebellar ataxia 7/390 143/8135 0.5329 0.89 0.89 PSMD9/GRIN2D/PSMB2/VDAC2/VDAC1/PRKCG/AKT2 7 KEGG hsa00983 Drug metabolism - other enzymes 4/390 80/8135 0.5387 0.8908 0.8908 NME4/UGT1A9/UGT1A1/UGT2A1 4 KEGG hsa04370 VEGF signaling pathway 3/390 59/8135 0.5428 0.8908 0.8908 HRAS/PRKCG/AKT2 3 KEGG hsa00360 Phenylalanine metabolism 1/390 16/8135 0.5447 0.8908 0.8908 AOC3 1 KEGG hsa00430 Taurine and hypotaurine metabolism 1/390 16/8135 0.5447 0.8908 0.8908 FMO5 1 KEGG hsa05340 Primary immunodeficiency 2/390 38/8135 0.5501 0.895 0.895 BTK/TAP1 2 KEGG hsa04660 T cell receptor signaling pathway 5/390 104/8135 0.5624 0.9056 0.9056 TEC/CDK4/HRAS/AKT2/PAK4 5 KEGG hsa03040 Spliceosome 7/390 147/8135 0.5625 0.9056 0.9056 DDX23/DHX38/SF3A3/ACIN1/SNRNP70/HNRNPA1/DDX5 7 KEGG hsa00120 Primary bile acid biosynthesis 1/390 17/8135 0.5666 0.9056 0.9056 ACOX2 1 KEGG hsa04072 Phospholipase D signaling pathway 7/390 148/8135 0.5698 0.9056 0.9056 ADCY9/GNAS/HRAS/GAB1/AKT2/ADCY7/AGPAT1 7 KEGG hsa04514 Cell adhesion molecules 7/390 149/8135 0.577 0.9056 0.9056 NEO1/ITGA4/HLA-DPA1/VCAN/NRXN1/NECTIN3/CDH1 7 KEGG hsa05014 Amyotrophic lateral sclerosis 17/390 364/8135 0.5814 0.9056 0.9056 NDUFA13/ACTR1B/NDUFV2/PSMD9/FIG4/GRIN2D/PSMB2/NDUFB11/NDUFB3/HNRNPA2B1/POM121/TUBA8/VDAC1/NDUFB7/HNRNPA1/NDUFA4/ATP5PD 17 KEGG hsa01232 Nucleotide metabolism 4/390 85/8135 0.5872 0.9056 0.9056 NME4/NT5M/ENTPD3/ENPP3 4 KEGG hsa00061 Fatty acid biosynthesis 1/390 18/8135 0.5874 0.9056 0.9056 OXSM 1 KEGG hsa04066 HIF-1 signaling pathway 5/390 109/8135 0.6046 0.9056 0.9056 ELOB/ALDOB/PRKCG/AKT2/HK2 5 KEGG hsa04114 Oocyte meiosis 6/390 131/8135 0.6046 0.9056 0.9056 ADCY9/SMC1B/SLK/SPDYE1/ADCY7/PPP2R5D 6 KEGG hsa00380 Tryptophan metabolism 2/390 42/8135 0.605 0.9056 0.9056 ASMT/KYAT1 2 KEGG hsa04260 Cardiac muscle contraction 4/390 87/8135 0.6057 0.9056 0.9056 SLC9A7/SLC8A3/ACTC1/MYL4 4 KEGG hsa00531 Glycosaminoglycan degradation 1/390 19/8135 0.6072 0.9056 0.9056 HEXA 1 KEGG hsa01210 2-Oxocarboxylic acid metabolism 1/390 19/8135 0.6072 0.9056 0.9056 IDH1 1 KEGG hsa05321 Inflammatory bowel disease 3/390 65/8135 0.6092 0.9056 0.9056 HLA-DPA1/IL12RB1/IL18 3 KEGG hsa04728 Dopaminergic synapse 6/390 132/8135 0.6121 0.9056 0.9056 ARRB1/GNAS/PRKCG/AKT2/GNG11/PPP2R5D 6 KEGG hsa04975 Fat digestion and absorption 2/390 43/8135 0.6179 0.9056 0.9056 PLA2G12A/AGPAT1 2 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 4/390 89/8135 0.6237 0.9056 0.9056 CSNK2A3/HRAS/CSNK2A1/AKT2 4 KEGG hsa00670 One carbon pool by folate 1/390 20/8135 0.6261 0.9056 0.9056 MTHFD2L 1 KEGG hsa04668 TNF signaling pathway 5/390 112/8135 0.6287 0.9056 0.9056 CX3CL1/TRAF3/AKT2/CASP8/FAS 5 KEGG hsa02010 ABC transporters 2/390 45/8135 0.6428 0.9056 0.9056 ABCB4/TAP1 2 KEGG hsa05131 Shigellosis 11/390 247/8135 0.6439 0.9056 0.9056 CGAS/UBE2NL/ROCK2/FOXO4/H3C6/VDAC1/CAPN2/AKT2/MYL9/HK2/IL18 11 KEGG hsa00770 Pantothenate and CoA biosynthesis 1/390 21/8135 0.6441 0.9056 0.9056 ENPP3 1 KEGG hsa04217 Necroptosis 7/390 159/8135 0.6459 0.9056 0.9056 MACROH2A1/IFNA1/VDAC2/VDAC1/CAPN2/CASP8/FAS 7 KEGG hsa04924 Renin secretion 3/390 69/8135 0.6497 0.9056 0.9056 GUCY1B1/ACE/GNAS 3 KEGG hsa05031 Amphetamine addiction 3/390 69/8135 0.6497 0.9056 0.9056 GRIN2D/GNAS/PRKCG 3 KEGG hsa03050 Proteasome 2/390 46/8135 0.6547 0.9056 0.9056 PSMD9/PSMB2 2 KEGG hsa04912 GnRH signaling pathway 4/390 93/8135 0.6582 0.9056 0.9056 ADCY9/GNAS/HRAS/ADCY7 4 KEGG hsa05323 Rheumatoid arthritis 4/390 93/8135 0.6582 0.9056 0.9056 ACP5/HLA-DPA1/ATP6AP1/IL18 4 KEGG hsa00900 Terpenoid backbone biosynthesis 1/390 22/8135 0.6612 0.9056 0.9056 ZMPSTE24 1 KEGG hsa04630 JAK-STAT signaling pathway 7/390 162/8135 0.6652 0.9056 0.9056 IL10RA/IFNA1/HRAS/IL12RB1/LIFR/MPL/AKT2 7 KEGG hsa04973 Carbohydrate digestion and absorption 2/390 47/8135 0.6663 0.9056 0.9056 AKT2/HK2 2 KEGG hsa04350 TGF-beta signaling pathway 4/390 94/8135 0.6665 0.9056 0.9056 NEO1/SMAD5/GREM1/LTBP1 4 KEGG hsa04657 IL-17 signaling pathway 4/390 94/8135 0.6665 0.9056 0.9056 S100A7A/TRAF3/CASP8/ELAVL1 4 KEGG hsa03430 Mismatch repair 1/390 23/8135 0.6775 0.9056 0.9056 MLH1 1 KEGG hsa04137 Mitophagy - animal 3/390 72/8135 0.6781 0.9056 0.9056 CSNK2A3/HRAS/CSNK2A1 3 KEGG hsa04115 p53 signaling pathway 3/390 73/8135 0.6871 0.9056 0.9056 CDK4/CASP8/FAS 3 KEGG hsa04152 AMPK signaling pathway 5/390 120/8135 0.6886 0.9056 0.9056 RAB2A/PRKAB1/AKT2/ELAVL1/PPP2R5D 5 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 2/390 49/8135 0.6886 0.9056 0.9056 HEXA/HK2 2 KEGG hsa00565 Ether lipid metabolism 2/390 49/8135 0.6886 0.9056 0.9056 AGPS/PLA2G12A 2 KEGG hsa04672 Intestinal immune network for IgA production 2/390 49/8135 0.6886 0.9056 0.9056 ITGA4/HLA-DPA1 2 KEGG hsa05030 Cocaine addiction 2/390 49/8135 0.6886 0.9056 0.9056 GRIN2D/GNAS 2 KEGG hsa04919 Thyroid hormone signaling pathway 5/390 121/8135 0.6956 0.9056 0.9056 HDAC3/HRAS/PRKCG/AKT2/KAT2B 5 KEGG hsa04613 Neutrophil extracellular trap formation 8/390 190/8135 0.6975 0.9056 0.9056 HDAC3/MACROH2A1/H3C6/VDAC2/VDAC1/PRKCG/GP1BA/AKT2 8 KEGG hsa00564 Glycerophospholipid metabolism 4/390 98/8135 0.6982 0.9056 0.9056 PHOSPHO1/PLA2G12A/AGPAT1/MBOAT2 4 KEGG hsa05144 Malaria 2/390 50/8135 0.6993 0.9056 0.9056 COMP/IL18 2 KEGG hsa01230 Biosynthesis of amino acids 3/390 75/8135 0.7047 0.9056 0.9056 IDH1/ALDOB/TPI1 3 KEGG hsa04640 Hematopoietic cell lineage 4/390 99/8135 0.7058 0.9056 0.9056 GP9/ITGA4/HLA-DPA1/GP1BA 4 KEGG hsa04530 Tight junction 7/390 169/8135 0.7077 0.9056 0.9056 ROCK2/CDK4/TUBA8/PRKAB1/MYL9/AMOT/PARD6A 7 KEGG hsa00592 alpha-Linolenic acid metabolism 1/390 25/8135 0.7077 0.9056 0.9056 PLA2G12A 1 KEGG hsa00270 Cysteine and methionine metabolism 2/390 51/8135 0.7097 0.9056 0.9056 AHCYL2/KYAT1 2 KEGG hsa05417 Lipid and atherosclerosis 9/390 215/8135 0.7099 0.9056 0.9056 IFNA1/ROCK2/TRAF3/HRAS/AKT2/LDLR/CASP8/FAS/IL18 9 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 4/390 100/8135 0.7132 0.9056 0.9056 CDK4/HRAS/VEGFB/AKT2 4 KEGG hsa05202 Transcriptional misregulation in cancer 8/390 193/8135 0.7139 0.9056 0.9056 BMP2K/ETV5/TSPAN7/ZBTB16/PTCRA/H3C6/MEF2C/DDX5 8 KEGG hsa05100 Bacterial invasion of epithelial cells 3/390 77/8135 0.7215 0.9056 0.9056 ARHGAP10/GAB1/CDH1 3 KEGG hsa05140 Leishmaniasis 3/390 77/8135 0.7215 0.9056 0.9056 ITGA4/HLA-DPA1/EEF1A2 3 KEGG hsa00790 Folate biosynthesis 1/390 26/8135 0.7218 0.9056 0.9056 GCH1 1 KEGG hsa04914 Progesterone-mediated oocyte maturation 4/390 102/8135 0.7277 0.9056 0.9056 ADCY9/SPDYE1/AKT2/ADCY7 4 KEGG hsa04110 Cell cycle 5/390 126/8135 0.729 0.9056 0.9056 SMC1B/CDK4/E2F2/MCM5/ABL1 5 KEGG hsa04721 Synaptic vesicle cycle 3/390 78/8135 0.7296 0.9056 0.9056 VAMP2/CPLX1/SLC1A3 3 KEGG hsa04024 cAMP signaling pathway 9/390 221/8135 0.7399 0.9061 0.9061 ADCY9/GABBR1/GRIN2D/ROCK2/GNAS/CHRM2/AKT2/MYL9/ADCY7 9 KEGG hsa04380 Osteoclast differentiation 5/390 128/8135 0.7416 0.9061 0.9061 TEC/ACP5/BTK/OSCAR/AKT2 5 KEGG hsa04064 NF-kappa B signaling pathway 4/390 104/8135 0.7416 0.9061 0.9061 CSNK2A3/BTK/TRAF3/CSNK2A1 4 KEGG hsa04620 Toll-like receptor signaling pathway 4/390 104/8135 0.7416 0.9061 0.9061 IFNA1/TRAF3/AKT2/CASP8 4 KEGG hsa05168 Herpes simplex virus 1 infection 21/390 495/8135 0.7538 0.9146 0.9146 ZNF275/ZFP69B/CALR/EIF2B3/CGAS/ZNF169/ZNF595/HLA-DPA1/IFNA1/TRAF3/ZNF680/EIF2B2/ZNF284/ZNF23/AKT2/ZNF226/ZNF234/CASP8/FAS/TAP1/RBAK 21 KEGG hsa00591 Linoleic acid metabolism 1/390 29/8135 0.76 0.9146 0.9146 PLA2G12A 1 KEGG hsa04392 Hippo signaling pathway - multiple species 1/390 29/8135 0.76 0.9146 0.9146 LIMD1 1 KEGG hsa04662 B cell receptor signaling pathway 3/390 82/8135 0.7603 0.9146 0.9146 BTK/HRAS/AKT2 3 KEGG hsa05152 Tuberculosis 7/390 180/8135 0.767 0.9177 0.9177 IL10RA/HLA-DPA1/IFNA1/AKT2/CASP8/ATP6AP1/IL18 7 KEGG hsa00030 Pentose phosphate pathway 1/390 30/8135 0.7716 0.9177 0.9177 ALDOB 1 KEGG hsa01523 Antifolate resistance 1/390 30/8135 0.7716 0.9177 0.9177 ALOX12 1 KEGG hsa00410 beta-Alanine metabolism 1/390 31/8135 0.7826 0.9238 0.9238 AOC3 1 KEGG hsa05310 Asthma 1/390 31/8135 0.7826 0.9238 0.9238 HLA-DPA1 1 KEGG hsa04910 Insulin signaling pathway 5/390 137/8135 0.793 0.9291 0.9291 RAPGEF1/HRAS/PRKAB1/AKT2/HK2 5 KEGG hsa04215 Apoptosis - multiple species 1/390 32/8135 0.793 0.9291 0.9291 CASP8 1 KEGG hsa05034 Alcoholism 7/390 187/8135 0.7998 0.9307 0.9307 HDAC3/MACROH2A1/GRIN2D/GNAS/HRAS/H3C6/GNG11 7 KEGG hsa04130 SNARE interactions in vesicular transport 1/390 33/8135 0.803 0.9307 0.9307 VAMP2 1 KEGG hsa04670 Leukocyte transendothelial migration 4/390 114/8135 0.8032 0.9307 0.9307 ITGA4/ROCK2/PRKCG/MYL9 4 KEGG hsa04151 PI3K-Akt signaling pathway 14/390 354/8135 0.8095 0.9311 0.9311 ITGA4/LAMC2/ITGB5/IFNA1/CDK4/HRAS/VEGFB/ERBB3/CHRM2/AKT2/GNG11/COMP/FGF17/PPP2R5D 14 KEGG hsa00310 Lysine degradation 2/390 63/8135 0.8122 0.9311 0.9311 PRDM16/PLOD3 2 KEGG hsa03020 RNA polymerase 1/390 34/8135 0.8125 0.9311 0.9311 POLR3G 1 KEGG hsa03030 DNA replication 1/390 36/8135 0.8301 0.9468 0.9468 MCM5 1 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 1/390 37/8135 0.8383 0.9468 0.9468 NAT8L 1 KEGG hsa01250 Biosynthesis of nucleotide sugars 1/390 37/8135 0.8383 0.9468 0.9468 HK2 1 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 1/390 37/8135 0.8383 0.9468 0.9468 PRKCG 1 KEGG hsa04920 Adipocytokine signaling pathway 2/390 69/8135 0.8503 0.9483 0.9483 PRKAB1/AKT2 2 KEGG hsa05231 Choline metabolism in cancer 3/390 98/8135 0.8557 0.9483 0.9483 HRAS/PRKCG/AKT2 3 KEGG hsa04917 Prolactin signaling pathway 2/390 70/8135 0.8559 0.9483 0.9483 HRAS/AKT2 2 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 2/390 70/8135 0.8559 0.9483 0.9483 PTPRZ1/ATP6AP1 2 KEGG hsa00260 Glycine, serine and threonine metabolism 1/390 40/8135 0.8605 0.9483 0.9483 AOC3 1 KEGG hsa05033 Nicotine addiction 1/390 40/8135 0.8605 0.9483 0.9483 GRIN2D 1 KEGG hsa03440 Homologous recombination 1/390 41/8135 0.8673 0.9483 0.9483 BRIP1 1 KEGG hsa04216 Ferroptosis 1/390 41/8135 0.8673 0.9483 0.9483 VDAC2 1 KEGG hsa04080 Neuroactive ligand-receptor interaction 13/390 353/8135 0.8727 0.9483 0.9483 PRSS1/MAS1/TBXA2R/GABBR1/GRIN2D/HRH4/S1PR5/PTGDR/NPY2R/GRIK5/CHRM2/GLRA1/SCT 13 KEGG hsa05146 Amoebiasis 3/390 102/8135 0.8737 0.9483 0.9483 LAMC2/GNAS/PRKCG 3 KEGG hsa04068 FoxO signaling pathway 4/390 131/8135 0.8803 0.9483 0.9483 FOXO4/HRAS/PRKAB1/AKT2 4 KEGG hsa04625 C-type lectin receptor signaling pathway 3/390 104/8135 0.8819 0.9483 0.9483 HRAS/AKT2/CASP8 3 KEGG hsa04922 Glucagon signaling pathway 3/390 107/8135 0.8933 0.9483 0.9483 GNAS/PRKAB1/AKT2 3 KEGG hsa04930 Type II diabetes mellitus 1/390 46/8135 0.8963 0.9483 0.9483 HK2 1 KEGG hsa04659 Th17 cell differentiation 3/390 108/8135 0.8969 0.9483 0.9483 HLA-DPA1/IL12RB1/AHR 3 KEGG hsa03018 RNA degradation 2/390 79/8135 0.8984 0.9483 0.9483 MPHOSPH6/TENT4A 2 KEGG hsa03008 Ribosome biogenesis in eukaryotes 3/390 109/8135 0.9004 0.9483 0.9483 CSNK2A3/CSNK2A1/POP1 3 KEGG hsa05135 Yersinia infection 4/390 137/8135 0.9004 0.9483 0.9483 ITGA4/ROCK2/AKT2/IL18 4 KEGG hsa00620 Pyruvate metabolism 1/390 47/8135 0.9013 0.9483 0.9483 ACSS1 1 KEGG hsa04740 Olfactory transduction 16/390 440/8135 0.9046 0.9483 0.9483 ARRB1/OR52I2/OR2AP1/OR6C6/OR2M5/OR8K1/OR6C3/SLC8A3/OR1A2/OR52I1/OR51A2/OR8H1/GRK3/OR10A3/GUCY2D/OR52E2 16 KEGG hsa04010 MAPK signaling pathway 10/390 294/8135 0.9048 0.9483 0.9483 ARRB1/HRAS/VEGFB/PRKCG/ERBB3/AKT2/FAS/MEF2C/FGF17/RASGRF2 10 KEGG hsa00280 Valine, leucine and isoleucine degradation 1/390 48/8135 0.9061 0.9483 0.9483 PCCB 1 KEGG hsa04120 Ubiquitin mediated proteolysis 4/390 142/8135 0.9149 0.9513 0.9513 UBE2NL/ELOB/UBE2U/UBE2Z 4 KEGG hsa00510 N-Glycan biosynthesis 1/390 50/8135 0.9149 0.9513 0.9513 DDOST 1 KEGG hsa04141 Protein processing in endoplasmic reticulum 5/390 171/8135 0.9186 0.952 0.952 CALR/DDOST/CANX/CAPN2/PLAA 5 KEGG hsa05203 Viral carcinogenesis 6/390 204/8135 0.9314 0.9621 0.9621 HDAC3/TRAF3/CDK4/HRAS/KAT2B/CASP8 6 KEGG hsa04658 Th1 and Th2 cell differentiation 2/390 92/8135 0.9397 0.9674 0.9674 HLA-DPA1/IL12RB1 2 KEGG hsa05150 Staphylococcus aureus infection 2/390 96/8135 0.9487 0.9735 0.9735 HLA-DPA1/CFH 2 KEGG hsa00970 Aminoacyl-tRNA biosynthesis 1/390 66/8135 0.9615 0.9808 0.9808 SEPSECS 1 KEGG hsa05322 Systemic lupus erythematosus 3/390 136/8135 0.9621 0.9808 0.9808 MACROH2A1/HLA-DPA1/H3C6 3 KEGG hsa04931 Insulin resistance 2/390 108/8135 0.9688 0.9845 0.9845 PRKAB1/AKT2 2 KEGG hsa03320 PPAR signaling pathway 1/390 75/8135 0.9753 0.9859 0.9859 ACOX2 1 KEGG hsa05133 Pertussis 1/390 76/8135 0.9765 0.9859 0.9859 IRF8 1 KEGG hsa04610 Complement and coagulation cascades 1/390 85/8135 0.985 0.9913 0.9913 CFH 1 KEGG hsa05418 Fluid shear stress and atherosclerosis 2/390 139/8135 0.9917 0.9924 0.9924 AKT2/MEF2C 2 KEGG hsa04140 Autophagy - animal 2/390 141/8135 0.9924 0.9924 0.9924 HRAS/AKT2 2