ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa04668 TNF signaling pathway 48/1169 112/8135 1.694e-13 5.659e-11 3.995e-11 CXCL1/CXCL2/CXCL6/NFKBIA/CCL20/BIRC3/ICAM1/TNFAIP3/CCL5/PTGS2/IL6/CXCL5/VCAM1/MAP3K8/CSF2/IL1B/LIF/CXCL10/NFKB1/CCL2/IRF1/MMP3/CSF1/CEBPB/BIRC2/PIK3CD/TNFRSF1B/CFLAR/TRAF3/IL18R1/SOCS3/CXCL3/FAS/FADD/ITCH/IL15/PIK3R2/EDN1/MAPK13/PIK3R3/RPS6KA4/MMP9/BCL3/JUNB/TRAF2/TNF/MLKL/CASP7 48 KEGG hsa05164 Influenza A 54/1169 171/8135 5.612e-09 9.372e-07 6.616e-07 NFKBIA/BID/ICAM1/CCL5/IL6/IL1B/MX1/CXCL10/IL33/NFKB1/IRF9/CCL2/CDK6/IL1A/OAS1/IFIH1/IFNAR2/IFNGR1/IFNAR1/MX2/PIK3CD/PRKCA/OAS3/RSAD2/IFNGR2/STAT1/IRAK4/IRF7/TRAF3/NFKBIB/IL12A/SOCS3/TRIM25/OAS2/DDX58/FAS/ADAR/FADD/PIK3R2/NXF1/PIK3R3/STAT2/DNAJC3/TYK2/ACTB/TNF/TNFRSF10B/TLR3/HLA-DQB1/VDAC1/NXT1/KPNA2/TICAM1/ACTG1 54 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 56/1169 194/8135 9.957e-08 1.108e-05 7.826e-06 CXCL1/CXCL2/NFKBIA/BID/ICAM1/PTGS2/IL6/CSF2/PPP3CC/NFKB1/IRF9/CDK6/IFNAR2/IFNGR1/IFNAR1/FGF2/PIK3CD/C3/STAT1/IL6ST/VEGFA/IRF7/TRAF3/HLA-E/CXCL3/HLA-F/CALM1/FAS/CCND1/FADD/ZFP36/HLA-A/PIK3R2/GNG11/MAPK13/TCF7L2/E2F2/PIK3R3/STAT2/RCAN1/ITPR2/GNB4/TRAF2/MICB/TYK2/CALM2/TLR3/TCF7L1/HLA-G/PPP3CA/UBB/CDKN1A/TICAM1/STAT3/HLA-B/GNG2 56 KEGG hsa05160 Hepatitis C 47/1169 157/8135 3.311e-07 2.765e-05 1.952e-05 NFKBIA/BID/CLDN1/MX1/CXCL10/NFKB1/IRF9/CDK6/OAS1/IFNAR2/IFNAR1/MX2/PIK3CD/OAS3/RSAD2/STAT1/CFLAR/IRF7/PPP2R1B/TRAF3/IFIT1/SOCS3/OAS2/RXRA/DDX58/FAS/CCND1/FADD/CLDN14/PIK3R2/EIF2AK4/E2F2/PIK3R3/STAT2/TRAF2/ARAF/CLDN20/TYK2/EIF3E/TNF/YWHAH/TLR3/CLDN7/CDKN1A/TICAM1/CLDN17/STAT3 47 KEGG hsa04621 NOD-like receptor signaling pathway 52/1169 184/8135 5.919e-07 3.954e-05 2.791e-05 CXCL1/CXCL2/NFKBIA/BIRC3/TNFAIP3/NAMPT/CCL5/IL6/IL1B/RIPK2/NFKB1/IRF9/CCL2/OAS1/IFNAR2/IFNAR1/BIRC2/OAS3/GBP2/GABARAPL1/STAT1/PANX1/IRAK4/IRF7/TRAF3/NFKBIB/GBP5/CXCL3/OAS2/GBP3/FADD/GBP1/GBP4/CYBA/TRIP6/MAPK13/GSDMD/STAT2/ITPR2/PLCB4/TRAF2/BCL2L1/TXN/TYK2/TNF/PRKCD/RBCK1/VDAC1/PYDC2/PKN2/TICAM1/P2RX7 52 KEGG hsa05169 Epstein-Barr virus infection 55/1169 202/8135 1.039e-06 5.785e-05 4.084e-05 NFKBIA/BID/ICAM1/TNFAIP3/IL6/RELB/TAP1/TAP2/CXCL10/NFKB1/IRF9/NFKB2/CDK6/OAS1/IFNAR2/IFNAR1/NFKBIE/ISG15/PIK3CD/OAS3/STAT1/IRAK4/IRF7/TRAF3/NFKBIB/HLA-E/CD44/HLA-F/CD58/CD40/OAS2/SAP30/DDX58/FAS/CCND1/FADD/HLA-A/PIK3R2/MAPK13/E2F2/PIK3R3/STAT2/DDB2/GADD45G/TRAF2/TYK2/TNF/HLA-G/HLA-DQB1/NCOR2/CDKN1A/TAPBP/STAT3/HLA-B/NEDD4 55 KEGG hsa05205 Proteoglycans in cancer 55/1169 205/8135 1.719e-06 8.203e-05 5.791e-05 FLNC/HSPB2/FGF2/PIK3CD/PRKCA/PLCE1/VEGFA/ROCK1/PAK1/FZD1/COL1A1/PLAU/CD44/PPP1R12A/ITGB5/CAMK2D/FAS/CCND1/ANK3/HSPG2/THBS1/PIK3R2/MAPK13/RDX/PXN/FZD2/HBEGF/PIK3R3/TGFB2/SDC2/ITGA2/WNT5B/FLNB/MMP9/PPP1R12C/ITPR2/FZD8/WNT5A/ARAF/DDX5/ACTB/TNF/CAMK2G/FZD4/ARHGEF12/SDC4/COL1A2/ROCK2/CDKN1A/PTPN11/CDC42/IGF1/STAT3/ACTG1/FZD7 55 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 32/1169 100/8135 5.309e-06 0.0002216 0.0001565 ICAM1/IL6/VCAM1/IL1B/NFKB1/CCL2/PLCD3/IL1A/PIK3CD/PRKCA/PLCE1/PLCD1/FOXO1/STAT1/VEGFA/COL1A1/CCND1/PIM1/PIK3R2/EDN1/MAPK13/PIK3R3/TGFB2/PLCB4/TNF/COL4A1/DIAPH1/PRKCD/SERPINE1/COL1A2/CDC42/STAT3 32 KEGG hsa04217 Necroptosis 44/1169 159/8135 7.883e-06 0.0002926 0.0002065 BIRC3/BID/TNFAIP3/IL1B/IL33/IRF9/STAT4/IL1A/IFNAR2/CHMP1B/SQSTM1/IFNGR1/IFNAR1/BIRC2/IFNGR2/PYGL/STAT1/PLA2G4A/CFLAR/PLA2G4C/CAMK2D/CHMP4B/FAS/FTH1/FADD/CYLD/GLUD1/STAT2/PPIA/STAT6/TRAF2/TYK2/TNF/MLKL/CAMK2G/TNFRSF10B/TLR3/CHMP5/RBCK1/VDAC1/ZBP1/TICAM1/STAT3/CAPN2 44 KEGG hsa04810 Regulation of actin cytoskeleton 55/1169 218/8135 1.275e-05 0.0004029 0.0002844 BDKRB1/ITGA1/BDKRB2/FGF2/PIK3CD/ARPC1A/ROCK1/PAK1/PDGFRB/VCL/ACTR3/PPP1R12A/ITGB5/SSH1/ITGA4/MYL5/PIK3R2/RDX/PXN/PDGFD/F2R/PIK3R3/ITGB8/ITGA2/LPAR1/GNA13/FGD1/GNA12/PPP1R12C/ARPC2/ENAH/ARAF/ITGA11/PFN2/MYLK/GSN/ACTB/ACTN4/FGF5/PDGFC/ARHGEF12/DIAPH1/ITGAE/ROCK2/PIP4K2A/ACTR2/FGF10/CDC42/MYH9/MYH10/ITGA6/ACTG1/MYL12A/CRKL/WASF2 55 KEGG hsa04625 C-type lectin receptor signaling pathway 32/1169 104/8135 1.327e-05 0.0004029 0.0002844 NFKBIA/PTGS2/IL6/IL1B/RELB/PPP3CC/NFKB1/IRF9/NFKB2/IRF1/PIK3CD/STAT1/PAK1/IL12A/CALM1/PIK3R2/CYLD/MAPK13/PIK3R3/STAT2/BCL3/ITPR2/TNF/CALM2/ARHGEF12/PRKCD/PPP3CA/BCL10/KSR1/PTPN11/LSP1/CBLB 32 KEGG hsa05162 Measles 39/1169 139/8135 1.806e-05 0.0005028 0.0003549 NFKBIA/BID/TNFAIP3/IL6/IL1B/MX1/NFKB1/IRF9/CDK6/IL1A/OAS1/IFIH1/IFNAR2/IFNAR1/MX2/PIK3CD/OAS3/STAT1/RAB9A/IRAK4/IRF7/TRAF3/NFKBIB/IL12A/OAS2/DDX58/FAS/CCND1/ADAR/FADD/PIK3R2/EIF2AK4/PIK3R3/STAT2/BCL2L1/TYK2/RAB9B/CBLB/STAT3 39 KEGG hsa04510 Focal adhesion 51/1169 201/8135 2.22e-05 0.0005704 0.0004026 BIRC3/ITGA1/FLNC/THBS2/BIRC2/PIK3CD/PRKCA/VEGFA/ROCK1/PAK1/PDGFRB/VCL/LAMB1/COL1A1/FYN/PPP1R12A/ITGB5/CCND1/VWF/ITGA4/THBS1/MYL5/PIK3R2/PXN/PDGFD/PIK3R3/ITGB8/ITGA2/FLNB/PPP1R12C/ITGA11/COL6A3/TNC/MYLK/ACTB/PGF/ACTN4/PDGFC/COL4A1/DIAPH1/ZYX/COL1A2/ROCK2/CDC42/IGF1/ITGA6/ACTG1/TLN1/MYL12A/CRKL/CAPN2 51 KEGG hsa04380 Osteoclast differentiation 36/1169 128/8135 3.552e-05 0.0008108 0.0005724 NFKBIA/IL1B/RELB/PPP3CC/NFKB1/IRF9/NFKB2/IL1A/CSF1/IFNAR2/SQSTM1/IFNGR1/IFNAR1/PIK3CD/IFNGR2/STAT1/SOCS1/SOCS3/FYN/CYBA/FHL2/PIK3R2/CYLD/MAPK13/SIRPA/PIK3R3/TGFB2/STAT2/MITF/JUNB/TRAF2/TYK2/TNF/PPP3CA/PPARG/TNFRSF11B 36 KEGG hsa05417 Lipid and atherosclerosis 53/1169 215/8135 3.641e-05 0.0008108 0.0005724 CXCL1/SOD2/CXCL2/NFKBIA/BID/ICAM1/CCL5/OLR1/IL6/MMP1/VCAM1/IL1B/PPP3CC/NFKB1/CCL2/ERN1/MMP3/ABCA1/PIK3CD/PRKCA/IRAK4/IRF7/TRAF3/IL12A/CCL3L3/CXCL3/POU2F2/CD40/CALM1/RXRA/CAMK2D/FAS/CCL3/CYBA/PIK3R2/MAPK13/PIK3R3/MMP9/PLCB4/TRAF2/BCL2L1/TNF/CAMK2G/CALM2/TNFRSF10B/PPP3CA/ROCK2/PPARG/TICAM1/CDC42/MIB1/STAT3/CASP7 53 KEGG hsa05165 Human papillomavirus infection 74/1169 331/8135 4.4e-05 0.0009185 0.0006484 PTGS2/MX1/ITGA1/NFKB1/IRF9/THBS2/CDK6/IRF1/IFNAR2/IFNAR1/MX2/ISG15/PIK3CD/FOXO1/STAT1/VEGFA/ATP6V1E2/PPP2R1B/PDGFRB/TRAF3/LAMB1/HLA-E/FZD1/COL1A1/HLA-F/ATP6V0B/ITGB5/FAS/CCND1/VWF/ATP6V0E2/FADD/ITGA4/THBS1/HLA-A/OASL/PIK3R2/TCF7L2/PXN/FZD2/PIK3R3/STAT2/ITGB8/ITGA2/WNT5B/CHD4/FZD8/WNT5A/ITGA11/COL6A3/HES5/TNC/TYK2/TNF/HES3/PPP2R5E/FZD4/TLR3/COL4A1/TCF7L1/HLA-G/COL1A2/PPP2R5C/CDKN1A/TICAM1/CDC42/ITGA6/DVL1/DVL2/HLA-B/UBR4/FZD7/ATP6V1E1/TADA3 74 KEGG hsa05323 Rheumatoid arthritis 28/1169 93/8135 6.988e-05 0.001315 0.0009286 CXCL1/CXCL2/CXCL6/CCL20/ICAM1/CCL5/IL6/CXCL5/MMP1/CSF2/IL1B/CCL2/MMP3/IL1A/CSF1/VEGFA/ATP6V1E2/TNFSF13B/CCL3L3/CXCL3/ATP6V0B/CCL3/ATP6V0E2/IL15/TGFB2/TNF/HLA-DQB1/ATP6V1E1 28 KEGG hsa05131 Shigellosis 58/1169 247/8135 7.089e-05 0.001315 0.0009286 NFKBIA/CCL5/TNIP1/CYTH3/CSF2/IL1B/RIPK2/NFKB1/PLCD3/SQSTM1/PIK3CD/ARPC1A/FNBP1L/PLCE1/PLCD1/C3/FOXO1/HK2/ROCK1/VCL/NFKBIB/ACTR3/CD44/TIFA/WIPI1/MYL5/PIK3R2/MAPK13/PXN/PIK3R3/CAST/ITPR2/PLCB4/ARPC2/TRAF2/ARF6/BCL2L1/ARF1/PFN2/ACTB/TNF/ACTN4/DIAPH1/PRKCD/RBCK1/ROCK2/BCL10/VDAC1/UBB/ACTR2/CDC42/ACTG1/TLN1/MYL12A/FOXO4/CRKL/CAPN2/WASF2 58 KEGG hsa04064 NF-kappa B signaling pathway 30/1169 104/8135 9.403e-05 0.001653 0.001167 CXCL1/CXCL2/NFKBIA/BIRC3/ICAM1/TNFAIP3/PTGS2/VCAM1/IL1B/RELB/NFKB1/NFKB2/BIRC2/IRAK4/CFLAR/TNFSF13B/TRAF3/CXCL3/PLAU/TRIM25/CD40/DDX58/CYLD/CARD10/GADD45G/TRAF2/BCL2L1/TNF/BCL10/TICAM1 30 KEGG hsa05130 Pathogenic Escherichia coli infection 48/1169 197/8135 0.0001141 0.001905 0.001345 NFKBIA/IL6/CYTH3/IL1B/CLDN1/TUBB3/NFKB1/ARPC1A/ROCK1/IRAK4/PAK1/NFKBIB/ACTR3/FYN/FAS/FADD/CLDN14/MAPK13/MYO1E/F2R/LPAR1/GNA13/GNA12/ARPC2/TRAF2/ARF6/CLDN20/ARF1/ACTB/TNF/TNFRSF10B/ARHGEF12/ABL1/ROCK2/MYO10/CLDN7/TMED10/PTPN11/ACTR2/CDC42/TJP1/MYH9/MYH10/CLDN17/MYO1D/ACTG1/CASP7/WASF2 48 KEGG hsa05163 Human cytomegalovirus infection 53/1169 225/8135 0.000132 0.0021 0.001483 NFKBIA/BID/CCL5/PTGS2/IL6/IL1B/TAP1/TAP2/PPP3CC/NFKB1/CCL2/CDK6/PIK3CD/PRKCA/VEGFA/ROCK1/HLA-E/CCL3L3/HLA-F/CALM1/FAS/CCND1/CCL3/FADD/HLA-A/PIK3R2/GNG11/MAPK13/PTGER2/PXN/E2F2/ADCY7/PIK3R3/GNA13/ADCY9/ADCY3/GNA12/ITPR2/PLCB4/GNB4/TRAF2/TNF/CALM2/ARHGEF12/HLA-G/PPP3CA/ROCK2/CDKN1A/TAPBP/STAT3/HLA-B/CRKL/GNG2 53 KEGG hsa04657 IL-17 signaling pathway 27/1169 94/8135 0.0002239 0.0034 0.0024 CXCL1/CXCL2/CXCL6/NFKBIA/CCL20/TNFAIP3/PTGS2/IL6/CXCL5/MMP1/CSF2/IL1B/CXCL10/NFKB1/CCL2/MMP3/CCL7/CEBPB/TRAF3/CXCL3/TRAF3IP2/FADD/IL17RB/MAPK13/MMP9/TRAF2/TNF 27 KEGG hsa05132 Salmonella infection 56/1169 249/8135 0.0003132 0.004548 0.00321 NFKBIA/BIRC3/IL6/CYTH3/IL1B/RIPK2/TUBB3/AHNAK2/NFKB1/FLNC/BIRC2/PIK3CD/ARPC1A/RAB9A/IRAK4/PAK1/ACTR3/RHOJ/FADD/MYL5/DYNC2LI1/MAPK13/GSDMD/TCF7L2/PODXL/GCC2/RHOB/DCTN1/FHOD1/KPNA3/FLNB/ARPC2/TRAF2/ARF6/ARF1/PFN2/TXN/ACTB/TNF/MLKL/DYNLL1/ACTR10/TNFRSF10B/ACBD3/RAB9B/TCF7L1/ROCK2/RALA/ACTR2/M6PR/CDC42/DCTN3/ACTG1/MYL12A/CASP7/DYNLT3 56 KEGG hsa04060 Cytokine-cytokine receptor interaction 64/1169 295/8135 0.0003489 0.004856 0.003428 CXCL1/CXCL2/CXCL6/CCL20/BMP2/CCL5/IL6/IL32/CXCL5/CD70/CSF2/IL1B/LIF/CXCL10/IL33/CCL2/CCL8/IL1A/CSF1/IFNAR2/CCL7/TNFSF9/IFNGR1/IFNAR1/IL7R/OSMR/TNFRSF14/TNFRSF9/IFNGR2/TNFRSF1B/PF4V1/IL6ST/BMP4/TNFSF13B/IL12A/CCL3L3/IL18R1/IL4R/CXCL3/CD40/IL15RA/BMPR2/FAS/IL26/CXCL11/CCL3/IL15/IL17RB/CXCL9/INHBB/GHR/CCL1/TGFB2/EBI3/CLCF1/GDF5/GDF15/TNF/TNFRSF10B/IL12RB2/IL11RA/TNFRSF11B/GDF6/CCR10 64 KEGG hsa05416 Viral myocarditis 19/1169 60/8135 0.0004933 0.006591 0.004653 BID/ICAM1/HLA-E/HLA-F/CD40/FYN/CCND1/HLA-A/SGCD/EIF4G3/ACTB/SGCG/HLA-G/HLA-DQB1/ABL1/MYH6/ACTG1/HLA-B/SGCB 19 KEGG hsa05142 Chagas disease 27/1169 102/8135 0.0009209 0.01183 0.008351 NFKBIA/CCL5/IL6/IL1B/NFKB1/CCL2/BDKRB2/IFNGR1/PIK3CD/IFNGR2/C3/IRAK4/CFLAR/PPP2R1B/IL12A/CCL3L3/FAS/CCL3/FADD/PIK3R2/MAPK13/PIK3R3/TGFB2/PLCB4/TNF/SERPINE1/TICAM1 27 KEGG hsa04115 p53 signaling pathway 21/1169 73/8135 0.001058 0.01309 0.009241 BID/CD82/CDK6/SESN1/FAS/CCND1/THBS1/PMAIP1/DDB2/SESN3/CCNG2/GADD45G/BCL2L1/SESN2/CCNG1/PPM1D/TNFRSF10B/ZMAT3/SERPINE1/CDKN1A/IGF1 21 KEGG hsa04630 JAK-STAT signaling pathway 38/1169 162/8135 0.001229 0.01395 0.009846 IL6/CSF2/LIF/IRF9/STAT4/IFNAR2/IFNGR1/IFNAR1/FHL1/PIK3CD/IL7R/OSMR/IFNGR2/STAT1/IL6ST/PDGFRB/IL12A/IL4R/SOCS1/SOCS3/IL15RA/CCND1/IL15/PIM1/PIK3R2/GHR/PIK3R3/STAT2/STAT6/BCL2L1/TYK2/IL12RB2/IL11RA/SOCS2/CDKN1A/PTPN11/STAT3/PIAS3 38 KEGG hsa04920 Adipocytokine signaling pathway 20/1169 69/8135 0.001245 0.01395 0.009846 NFKBIA/NFKB1/PPARGC1A/NFKBIE/TNFRSF1B/SLC2A1/ACACB/NFKBIB/SOCS3/RXRA/IRS1/CPT1A/ACSL5/ADIPOR2/TRAF2/CAMKK2/TNF/PRKAB2/PTPN11/STAT3 20 KEGG hsa04620 Toll-like receptor signaling pathway 27/1169 104/8135 0.001265 0.01395 0.009846 NFKBIA/CCL5/IL6/MAP3K8/IL1B/CXCL10/NFKB1/IFNAR2/IFNAR1/PIK3CD/STAT1/IRAK4/IRF7/TRAF3/IL12A/CCL3L3/CD40/CXCL11/CCL3/FADD/PIK3R2/MAPK13/CXCL9/PIK3R3/TNF/TLR3/TICAM1 27 KEGG hsa04390 Hippo signaling pathway 37/1169 157/8135 0.001294 0.01395 0.009846 BIRC3/BMP2/ID2/BIRC2/BMP4/PPP2R1B/NKD2/WWTR1/AFP/FZD1/WWC1/BMPR2/LATS2/CCND1/WTIP/TCF7L2/FZD2/TGFB2/SNAI2/WNT5B/YAP1/CSNK1E/GDF5/FZD8/WNT5A/ACTB/YWHAH/FZD4/DLG4/TCF7L1/SERPINE1/RASSF1/GDF6/DVL1/ACTG1/DVL2/FZD7 37 KEGG hsa03050 Proteasome 15/1169 46/8135 0.001352 0.01411 0.009959 PSME2/PSMA6/PSMB10/PSMB8/PSMB7/PSME1/PSMB9/PSMA3/PSMA1/PSMB2/PSMB3/PSMA8/PSME4/PSMB5/PSMF1 15 KEGG hsa04978 Mineral absorption 18/1169 60/8135 0.001394 0.01411 0.009959 MT1G/MT1M/MT1E/MT1A/MT1X/SLC11A2/MT2A/MT1H/MT1F/STEAP1/FTH1/VDR/SLC30A1/HMOX2/CYBRD1/SLC26A3/ATP1A4/STEAP2 18 KEGG hsa04936 Alcoholic liver disease 34/1169 142/8135 0.0015 0.01439 0.01016 CXCL1/CXCL2/NFKBIA/IL6/IL1B/NFKB1/PPARGC1A/LPIN1/C3/FOXO1/IRAK4/ACACB/TRAF3/IL12A/CXCL3/FAS/CCND1/SCD/FADD/MAPK13/TCF7L2/CPT1A/ADH5/ACACA/ADIPOR2/SIRT1/CAMKK2/ALDH7A1/TNF/PRKAB2/TCF7L1/ADH1C/TICAM1/ACADM 34 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 26/1169 100/8135 0.001508 0.01439 0.01016 CXCL1/CXCL2/CXCL6/CCL20/CCL5/IL6/CXCL5/CXCL10/CCL2/CCL8/CSF1/CCL7/TNFRSF14/TNFRSF1B/PF4V1/IL6ST/CCL3L3/IL18R1/CXCL3/CXCL11/CCL3/CXCL9/CCL1/TNF/TNFRSF10B/CCR10 26 KEGG hsa05410 Hypertrophic cardiomyopathy 24/1169 90/8135 0.001553 0.01441 0.01017 IL6/ITGA1/ITGB5/LMNA/ITGA4/ACTC1/EDN1/SGCD/TGFB2/ITGB8/ITGA2/TPM4/ITGA11/ACTB/TNF/CACNA1F/SGCG/ATP2A2/PRKAB2/MYH6/IGF1/ITGA6/ACTG1/SGCB 24 KEGG hsa05212 Pancreatic cancer 21/1169 76/8135 0.001851 0.01671 0.0118 PLD1/NFKB1/CDK6/PIK3CD/STAT1/VEGFA/CCND1/PIK3R2/TGFA/E2F2/PIK3R3/TGFB2/DDB2/GADD45G/ARAF/BCL2L1/RALBP1/RALA/CDKN1A/CDC42/STAT3 21 KEGG hsa04922 Glucagon signaling pathway 27/1169 107/8135 0.001987 0.01722 0.01216 PPP3CC/PPARGC1A/PYGL/FOXO1/SLC2A1/ACACB/CALM1/CAMK2D/PRMT1/CPT1A/ACACA/PHKB/PPP4C/ITPR2/PLCB4/SIRT1/CAMK2G/LDHB/PDHB/CALM2/PRKAB2/GYS2/PPP3CA/PGAM4/PDE3B/PHKA2/SIK1 27 KEGG hsa01212 Fatty acid metabolism 17/1169 57/8135 0.002011 0.01722 0.01216 ELOVL5/SCD/ELOVL7/ACAT1/HADH/PPT1/ACAT2/CPT1A/ACACA/ACSL5/CBR4/ELOVL2/HSD17B12/ACAA2/SCP2/ACADM/ELOVL3 17 KEGG hsa04611 Platelet activation 30/1169 124/8135 0.002337 0.01951 0.01377 PIK3CD/PLA2G4A/ROCK1/COL1A1/FYN/PPP1R12A/PLA2G4C/VWF/PIK3R2/MAPK13/F2R/ADCY7/PIK3R3/ITGA2/GNA13/ADCY9/ADCY3/ITPR2/PLCB4/MYLK/ACTB/STIM1/ARHGEF12/COL1A2/ROCK2/ORAI1/PTGS1/ACTG1/TLN1/MYL12A 30 KEGG hsa04670 Leukocyte transendothelial migration 28/1169 114/8135 0.002544 0.02072 0.01463 ICAM1/VCAM1/CLDN1/PIK3CD/PRKCA/ROCK1/JAM3/VCL/JAM2/ITGA4/CYBA/MYL5/CLDN14/PIK3R2/MAPK13/PXN/PIK3R3/MMP9/CLDN20/ACTB/ACTN4/ROCK2/CLDN7/PTPN11/CDC42/CLDN17/ACTG1/MYL12A 28 KEGG hsa05171 Coronavirus disease - COVID-19 49/1169 232/8135 0.00297 0.02362 0.01668 NFKBIA/IL6/MMP1/CSF2/IL1B/MX1/CXCL10/NFKB1/IRF9/CCL2/MMP3/OAS1/IFIH1/IFNAR2/IFNAR1/MX2/ISG15/PIK3CD/PRKCA/OAS3/C3/STAT1/IL6ST/IRAK4/TRAF3/NFKBIB/IL12A/OAS2/DDX58/VWF/ADAR/RPS3A/PIK3R2/MAPK13/HBEGF/PIK3R3/STAT2/RPL7/RPL22/RPL36AL/RPL26L1/RPL37A/CFB/TYK2/TNF/TLR3/RPL15/STAT3/RPS18 49 KEGG hsa05211 Renal cell carcinoma 19/1169 69/8135 0.003121 0.02425 0.01712 ARNT2/PIK3CD/EPAS1/SLC2A1/VEGFA/PAK1/ETS1/PIK3R2/EGLN1/TGFA/PIK3R3/TGFB2/FH/ARAF/TFE3/CDKN1A/PTPN11/CDC42/CRKL 19 KEGG hsa05321 Inflammatory bowel disease 18/1169 65/8135 0.00371 0.02817 0.01988 IL6/IL1B/NFKB1/STAT4/IL1A/IFNGR1/IFNGR2/STAT1/IL12A/IL18R1/IL4R/TGFB2/STAT6/TNF/IL12RB2/GATA3/HLA-DQB1/STAT3 18 KEGG hsa05414 Dilated cardiomyopathy 24/1169 96/8135 0.003917 0.02848 0.02011 ITGA1/ITGB5/LMNA/ITGA4/ACTC1/ADCY7/SGCD/TGFB2/ITGB8/ITGA2/ADCY9/ADCY3/TPM4/ITGA11/ACTB/TNF/CACNA1F/SGCG/ATP2A2/MYH6/IGF1/ITGA6/ACTG1/SGCB 24 KEGG hsa05418 Fluid shear stress and atherosclerosis 32/1169 139/8135 0.003923 0.02848 0.02011 ICAM1/VCAM1/IL1B/NFKB1/CCL2/IL1A/SQSTM1/PIK3CD/VEGFA/BMP4/KLF2/GSTO1/CALM1/GSTA4/BMPR2/CYBA/PIK3R2/EDN1/MAPK13/PIK3R3/SDC2/MMP9/MEF2C/TXN/ACTB/TNF/ASS1/CALM2/SUMO3/SDC4/MGST2/ACTG1 32 KEGG hsa04270 Vascular smooth muscle contraction 31/1169 134/8135 0.00415 0.02928 0.02067 ADORA2A/PRKCA/PLA2G4A/ROCK1/CALD1/CALM1/PPP1R12A/PLA2G4C/EDN1/ADM2/ADCY7/GNA13/ADCY9/ADCY3/GNA12/PPP1R12C/ITPR2/PLCB4/PLA2G12A/ARAF/RAMP1/MYLK/CACNA1F/CALM2/ARHGEF12/PRKCD/NPR2/ROCK2/NPPA/MYH9/MYH10 31 KEGG hsa05143 African trypanosomiasis 12/1169 37/8135 0.004209 0.02928 0.02067 ICAM1/IL6/VCAM1/IL1B/PRKCA/IDO1/IL12A/FAS/PLCB4/TNF/HBB/NPPA 12 KEGG hsa05225 Hepatocellular carcinoma 37/1169 168/8135 0.004488 0.03059 0.0216 CDK6/PIK3CD/PRKCA/GSTO1/FZD1/GSTA4/CCND1/SMARCD3/PIK3R2/TCF7L2/TGFA/E2F2/FZD2/PIK3R3/TGFB2/DDB2/WNT5B/SMARCA2/LRP5/GADD45G/FZD8/WNT5A/ARAF/BCL2L1/ACTB/FZD4/TCF7L1/ARID1A/PBRM1/SMARCE1/CDKN1A/MGST2/DVL1/ACTG1/DVL2/FZD7/PHF10 37 KEGG hsa05222 Small cell lung cancer 23/1169 92/8135 0.004684 0.03129 0.02209 NFKBIA/BIRC3/PTGS2/NFKB1/CDK6/BIRC2/PIK3CD/TRAF3/LAMB1/RXRA/CCND1/PIK3R2/E2F2/PIK3R3/DDB2/ITGA2/GADD45G/TRAF2/BCL2L1/COL4A1/MAX/CDKN1A/ITGA6 23 KEGG hsa00620 Pyruvate metabolism 14/1169 47/8135 0.004929 0.03228 0.02279 ACACB/ACAT1/ACAT2/ADH5/ACACA/FH/HAGH/ALDH7A1/LDHB/PDHB/ME1/LDHD/ACYP1/ADH1C 14 KEGG hsa04062 Chemokine signaling pathway 41/1169 192/8135 0.00512 0.03289 0.02322 CXCL1/CXCL2/CXCL6/NFKBIA/CCL20/CCL5/CXCL5/CXCL10/NFKB1/CCL2/CCL8/CCL7/PIK3CD/PF4V1/STAT1/ROCK1/PAK1/NFKBIB/CCL3L3/CXCL3/CXCL11/CCL3/PIK3R2/GNG11/PXN/CXCL9/ADCY7/CCL1/PIK3R3/STAT2/ADCY9/ADCY3/PLCB4/GNB4/PRKCD/ROCK2/CDC42/STAT3/CCR10/CRKL/GNG2 41 KEGG hsa05202 Transcriptional misregulation in cancer 41/1169 193/8135 0.005626 0.03545 0.02503 NFKBIZ/BIRC3/IL6/CSF2/NFKB1/ID2/MMP3/ARNT2/CEBPB/BIRC2/MEIS1/SIX1/FOXO1/DUSP6/PLAU/CD40/RXRA/HOXA11/HOXA10/DDB2/MITF/GRIA3/MMP9/GADD45G/SIX4/MEF2C/CDKN2C/ATF1/FLI1/BCL2L1/DDX5/BMP2K/ETV1/MLF1/HOXA9/TFE3/CEBPA/MAX/PPARG/CDKN1A/IGF1 41 KEGG hsa04921 Oxytocin signaling pathway 34/1169 154/8135 0.006038 0.03734 0.02636 PTGS2/PPP3CC/PRKCA/PLA2G4A/EEF2K/ROCK1/CALM1/PPP1R12A/PLA2G4C/CAMK2D/CCND1/OXTR/ADCY7/RGS2/ADCY9/ADCY3/RCAN1/PPP1R12C/ITPR2/PLCB4/MEF2C/CAMKK2/MYLK/ACTB/CACNA1F/CAMK2G/CALM2/PRKAB2/PPP3CA/NPR2/ROCK2/CDKN1A/NPPA/ACTG1 34 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 25/1169 106/8135 0.007326 0.04424 0.03123 PLD1/PRKCA/MAFB/RXRA/PDE4D/CYP27B1/PTHLH/HBEGF/ADCY7/GNA13/ADCY9/ADCY3/GNA12/LRP5/ITPR2/PLCB4/MMP17/MEF2C/VDR/ARAF/BGLAP/GATA3/PDE4B/MMP24/CDKN1A 25 KEGG hsa04218 Cellular senescence 34/1169 156/8135 0.007418 0.04424 0.03123 IL6/PPP3CC/NFKB1/CDK6/IL1A/SQSTM1/PIK3CD/FOXO1/HLA-E/HLA-F/CALM1/ETS1/TRAF3IP2/CCND1/CDC25A/HLA-A/PIK3R2/MAPK13/ZFP36L2/E2F2/HIPK2/PIK3R3/TGFB2/GADD45G/ITPR2/SIRT1/CALM2/HLA-G/PPP3CA/SERPINE1/VDAC1/CDKN1A/HLA-B/CAPN2 34 KEGG hsa04916 Melanogenesis 24/1169 101/8135 0.007713 0.0452 0.03191 KIT/PRKCA/FZD1/CALM1/CAMK2D/EDN1/TCF7L2/FZD2/MC1R/ADCY7/MITF/WNT5B/ADCY9/ADCY3/PLCB4/FZD8/WNT5A/CAMK2G/CALM2/FZD4/TCF7L1/DVL1/DVL2/FZD7 24 KEGG hsa04622 RIG-I-like receptor signaling pathway 18/1169 70/8135 0.008568 0.0485 0.03424 NFKBIA/CXCL10/NFKB1/IFIH1/ISG15/IRF7/TRAF3/NFKBIB/IL12A/TRIM25/DDX58/FADD/CYLD/MAP3K1/MAPK13/DHX58/TRAF2/TNF 18 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 18/1169 70/8135 0.008568 0.0485 0.03424 CXCL1/CXCL2/NFKBIA/CCL5/NFKB1/ATP6V1E2/PAK1/JAM3/CXCL3/JAM2/ATP6V0B/ATP6V0E2/MAPK13/HBEGF/PTPN11/CDC42/TJP1/ATP6V1E1 18 KEGG hsa05144 Malaria 14/1169 50/8135 0.008939 0.04881 0.03446 ICAM1/IL6/VCAM1/IL1B/CCL2/THBS2/IL12A/CD40/THBS1/TGFB2/SDC2/GYPB/TNF/HBB 14 KEGG hsa04666 Fc gamma R-mediated phagocytosis 23/1169 97/8135 0.009222 0.04881 0.03446 PLD1/ASAP3/PIK3CD/ARPC1A/PRKCA/PLA2G4A/PAK1/MARCKSL1/ACTR3/PLA2G4C/PIK3R2/PIK3R3/ARPC2/ARF6/GSN/ASAP1/PRKCD/MYO10/ACTR2/CDC42/CRKL/WASF2/ASAP2 23 KEGG hsa05166 Human T-cell leukemia virus 1 infection 45/1169 222/8135 0.009311 0.04881 0.03446 NFKBIA/ICAM1/IL6/CSF2/RELB/PPP3CC/NFKB1/NFKB2/PIK3CD/SLC2A1/HLA-E/HLA-F/CD40/IL15RA/ETS1/CCND1/CDC16/ZFP36/HLA-A/IL15/MSX2/PIK3R2/MAP3K1/E2F2/MAD1L1/ADCY7/PIK3R3/TGFB2/KAT2B/ADCY9/ADCY3/POLB/CDKN2C/ANAPC13/BCL2L1/TNF/HLA-G/PPP3CA/HLA-DQB1/VDAC1/CDKN1A/CDC23/HLA-B/TLN1/CRTC3 45 KEGG hsa04071 Sphingolipid signaling pathway 27/1169 119/8135 0.009354 0.04881 0.03446 BID/S1PR3/PLD1/NFKB1/BDKRB2/PIK3CD/PRKCA/ROCK1/PPP2R1B/FYN/PIK3R2/MAPK13/PIK3R3/ABCC1/GNA13/GNA12/PLCB4/TRAF2/ADORA1/TNF/PPP2R5E/S1PR5/SGMS2/ROCK2/PPP2R5C/NSMAF/ADORA3 27 KEGG hsa04722 Neurotrophin signaling pathway 27/1169 119/8135 0.009354 0.04881 0.03446 NFKBIA/IRAK2/RIPK2/NFKB1/NFKBIE/PIK3CD/IRAK4/NFKBIB/IRAK3/CALM1/SORT1/IRS1/CAMK2D/KIDINS220/PIK3R2/MAP3K1/MAPK13/PIK3R3/CAMK2G/CALM2/PRKCD/ABL1/ARHGDIB/PTPN11/CDC42/SH2B1/CRKL 27 KEGG hsa05219 Bladder cancer 12/1169 41/8135 0.01038 0.05324 0.03758 MMP1/DAPK1/TYMP/VEGFA/CCND1/THBS1/E2F2/HBEGF/MMP9/ARAF/CDKN1A/RASSF1 12 KEGG hsa04066 HIF-1 signaling pathway 25/1169 109/8135 0.01054 0.05324 0.03758 IL6/NFKB1/IFNGR1/PIK3CD/PRKCA/IFNGR2/SLC2A1/VEGFA/HK2/ENO2/CAMK2D/PIK3R2/MKNK2/EDN1/EGLN1/PIK3R3/CAMK2G/LDHB/PDHB/SERPINE1/CDKN1A/NPPA/IGF1/STAT3/ALDOC 25 KEGG hsa04923 Regulation of lipolysis in adipocytes 15/1169 56/8135 0.01068 0.05324 0.03758 PTGS2/PIK3CD/IRS1/PIK3R2/ADCY7/PIK3R3/AQP7/ADCY9/ADCY3/ADORA1/ABHD5/ADRB3/PDE3B/PTGS1/NPPA 15 KEGG hsa05140 Leishmaniasis 19/1169 77/8135 0.01112 0.0539 0.03805 NFKBIA/PTGS2/IL1B/NFKB1/IL1A/IFNGR1/IFNGR2/C3/STAT1/IRAK4/MARCKSL1/NFKBIB/IL12A/ITGA4/CYBA/MAPK13/TGFB2/TNF/HLA-DQB1 19 KEGG hsa01200 Carbon metabolism 26/1169 115/8135 0.01113 0.0539 0.03805 ACO1/PRPS1/HK2/PSPH/PRPS1L1/ENO2/ADPGK/HIBCH/IDH1/ACAT1/GLUD1/ACAT2/ADH5/PSAT1/FH/RGN/AMT/ESD/PDHB/SDHD/PHGDH/ME1/CPS1/PGAM4/SUCLA2/ALDOC 26 KEGG hsa05218 Melanoma 18/1169 72/8135 0.01157 0.0552 0.03897 CDK6/FGF2/PIK3CD/PDGFRB/CCND1/PIK3R2/E2F2/PDGFD/PIK3R3/DDB2/MITF/GADD45G/ARAF/FGF5/PDGFC/CDKN1A/FGF10/IGF1 18 KEGG hsa05161 Hepatitis B 34/1169 162/8135 0.01321 0.06216 0.04388 NFKBIA/BID/IL6/NFKB1/STAT4/IFIH1/IFNAR1/PIK3CD/PRKCA/STAT1/IRAK4/IRF7/TRAF3/DDX58/FAS/FADD/HSPG2/PIK3R2/MAP3K1/MAPK13/E2F2/PIK3R3/TGFB2/STAT2/DDB2/STAT6/MMP9/ARAF/TYK2/TNF/TLR3/CDKN1A/TICAM1/STAT3 34 KEGG hsa04623 Cytosolic DNA-sensing pathway 16/1169 63/8135 0.0144 0.06587 0.0465 NFKBIA/CCL5/IL6/IL1B/CXCL10/IL33/NFKB1/IRF7/NFKBIB/DDX58/POLR3GL/ADAR/POLR3D/POLR3K/ZBP1/POLR1C 16 KEGG hsa05217 Basal cell carcinoma 16/1169 63/8135 0.0144 0.06587 0.0465 BMP2/BMP4/FZD1/TCF7L2/FZD2/DDB2/WNT5B/GADD45G/FZD8/WNT5A/FZD4/TCF7L1/CDKN1A/DVL1/DVL2/FZD7 16 KEGG hsa04020 Calcium signaling pathway 47/1169 240/8135 0.01493 0.0674 0.04758 BDKRB1/PPP3CC/BDKRB2/PLCD3/ADORA2A/FGF2/PRKCA/PLCE1/PLCD1/PDE1C/VEGFA/PDGFRB/PTGFR/PPIF/CALM1/CAMK2D/PDE1A/OXTR/PDGFD/F2R/ADCY7/PHKB/ADCY9/ADCY3/ITPR2/PLCB4/ITPKA/TPCN1/MYLK/P2RX3/CACNA1F/CACNA1B/CAMK2G/CALM2/ATP2A2/STIM1/FGF5/PDGFC/ADRB3/PPP3CA/VDAC1/ORAI1/MCOLN1/PHKA2/FGF10/P2RX7/CASQ1 47 KEGG hsa04924 Renin secretion 17/1169 69/8135 0.01605 0.07147 0.05045 PPP3CC/PDE1C/CALM1/PDE1A/EDN1/PTGER2/ITPR2/PLCB4/ADORA1/CACNA1F/CALM2/ADRB3/PPP3CA/ORAI1/PDE3B/NPPA/CLCA1 17 KEGG hsa04392 Hippo signaling pathway - multiple species 9/1169 29/8135 0.01703 0.0745 0.05259 PAK1/WWTR1/WWC1/LATS2/WTIP/YAP1/CSNK1E/DCHS2/RASSF1 9 KEGG hsa04120 Ubiquitin mediated proteolysis 30/1169 142/8135 0.0175 0.0745 0.05259 BIRC3/UBE2L6/BIRC2/MID1/UBE4A/SOCS1/SOCS3/CDC16/TRIM37/ITCH/UBA7/MAP3K1/UBR5/UBE2Q2/UBE2M/DDB2/PPIL2/ANAPC13/UBE2E1/BIRC6/DET1/KLHL13/UBB/UBE2Z/CDC23/UBE4B/CBLB/NEDD4/PIAS3/UBE2S 30 KEGG hsa05214 Glioma 18/1169 75/8135 0.01757 0.0745 0.05259 CDK6/PIK3CD/PRKCA/PDGFRB/CALM1/CAMK2D/CCND1/PIK3R2/TGFA/E2F2/PIK3R3/DDB2/GADD45G/ARAF/CAMK2G/CALM2/CDKN1A/IGF1 18 KEGG hsa04931 Insulin resistance 24/1169 108/8135 0.01762 0.0745 0.05259 NFKBIA/GFPT2/IL6/NFKB1/PPARGC1A/PIK3CD/SLC27A3/PYGL/FOXO1/SLC2A1/ACACB/SOCS3/IRS1/TBC1D4/PIK3R2/TRIB3/CPT1A/PIK3R3/TNF/PRKAB2/PRKCD/GYS2/PTPN11/STAT3 24 KEGG hsa04068 FoxO signaling pathway 28/1169 131/8135 0.01829 0.07637 0.05391 SOD2/IL6/PIK3CD/IL7R/FOXO1/GABARAPL1/PLK2/KLF2/IRS1/CCND1/PIK3R2/STK4/PRMT1/MAPK13/PIK3R3/TGFB2/CCNG2/CSNK1E/GADD45G/SIRT1/ARAF/PRKAB2/CDKN1A/IGF1/STAT3/HOMER2/FOXO4/SGK3 28 KEGG hsa05135 Yersinia infection 29/1169 137/8135 0.01877 0.07741 0.05465 NFKBIA/IL6/IL1B/NFKB1/CCL2/PIK3CD/ARPC1A/ROCK1/IRAK4/ACTR3/ITGA4/PIK3R2/MAPK13/PXN/PIK3R3/ARPC2/TRAF2/ARF6/ACTB/TNF/ARHGEF12/ROCK2/ACTR2/PKN2/TICAM1/CDC42/ACTG1/CRKL/WASF2 29 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 30/1169 143/8135 0.0192 0.07822 0.05522 LIF/ID2/FGF2/MEIS1/PIK3CD/JARID2/IL6ST/BMP4/FZD1/BMPR2/KLF4/PIK3R2/MAPK13/INHBB/FZD2/PIK3R3/WNT5B/ZFHX3/FZD8/WNT5A/FZD4/ID3/IGF1/STAT3/DVL1/DVL2/FZD7/SMARCAD1/SMAD9/TBX3 30 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 22/1169 98/8135 0.02005 0.08069 0.05696 BDKRB1/IL1B/BDKRB2/PIK3CD/PRKCA/PLA2G4A/CALM1/PLA2G4C/CAMK2D/PIK3R2/MAPK13/PTGER2/ADCY7/PIK3R3/ADCY9/ADCY3/ITPR2/PLCB4/CAMK2G/CALM2/PRKCD/IGF1 22 KEGG hsa04919 Thyroid hormone signaling pathway 26/1169 121/8135 0.02102 0.08306 0.05863 PLCD3/DIO2/PIK3CD/PRKCA/PLCE1/PLCD1/FOXO1/SLC2A1/STAT1/BMP4/RXRA/CCND1/TBC1D4/MED13L/PIK3R2/PIK3R3/KAT2B/THRA/RCAN1/PLCB4/ACTB/ATP2A2/ATP1A4/MYH6/RCAN2/ACTG1 26 KEGG hsa04146 Peroxisome 19/1169 82/8135 0.02147 0.08306 0.05863 SOD2/ACOX2/IDH1/NUDT7/CROT/MPV17L2/AMACR/PXMP4/ACSL5/ABCD1/DECR2/PEX11G/PEX1/PEX11B/ACOT8/PECR/SCP2/FAR1/PEX26 19 KEGG hsa05110 Vibrio cholerae infection 13/1169 50/8135 0.0215 0.08306 0.05863 PRKCA/ATP6V1E2/ATP6V0B/SEC61G/ATP6V0E2/SLC12A2/ADCY9/ADCY3/ARF1/ACTB/TJP1/ACTG1/ATP6V1E1 13 KEGG hsa04010 MAPK signaling pathway 55/1169 294/8135 0.02163 0.08306 0.05863 MAP3K8/IL1B/RELB/PPP3CC/NFKB1/FLNC/NFKB2/HSPB1/IL1A/CSF1/KIT/FGF2/PRKCA/DAXX/DUSP6/PLA2G4A/VEGFA/EREG/IRAK4/PAK1/PDGFRB/PLA2G4C/FAS/MAP3K1/MKNK2/STK4/MAPK13/TGFA/PDGFD/TGFB2/RPS6KA4/FLNB/GNA12/DUSP3/GADD45G/MEF2C/TRAF2/ARAF/TNF/MAP3K2/CACNA1F/PGF/CACNA1B/FGF5/PDGFC/DUSP16/PPP3CA/DUSP10/MAX/FGF10/CDC42/DUSP5/IGF1/TAOK1/CRKL 55 KEGG hsa04211 Longevity regulating pathway 20/1169 89/8135 0.02553 0.09689 0.0684 SOD2/NFKB1/PPARGC1A/PIK3CD/FOXO1/SESN1/IRS1/PIK3R2/ADCY7/PIK3R3/SESN3/ADIPOR2/ADCY9/ADCY3/SIRT1/CAMKK2/SESN2/PRKAB2/PPARG/IGF1 20 KEGG hsa00120 Primary bile acid biosynthesis 6/1169 17/8135 0.02616 0.09819 0.06931 CH25H/ACOX2/AMACR/HSD3B7/ACOT8/SCP2 6 KEGG hsa05134 Legionellosis 14/1169 57/8135 0.02806 0.1041 0.07351 CXCL1/CXCL2/NFKBIA/IL6/IL1B/NFKB1/NFKB2/C3/IL12A/CXCL3/ARF1/TNF/CLK4/CASP7 14 KEGG hsa05146 Amoebiasis 22/1169 102/8135 0.03073 0.1118 0.07892 CXCL1/CXCL2/IL6/CSF2/IL1B/NFKB1/HSPB1/PIK3CD/PRKCA/VCL/LAMB1/IL12A/CXCL3/COL1A1/PIK3R2/PIK3R3/TGFB2/PLCB4/TNF/ACTN4/COL4A1/COL1A2 22 KEGG hsa05332 Graft-versus-host disease 11/1169 42/8135 0.03137 0.1118 0.07892 IL6/IL1B/IL1A/HLA-E/HLA-F/FAS/HLA-A/TNF/HLA-G/HLA-DQB1/HLA-B 11 KEGG hsa04144 Endocytosis 47/1169 251/8135 0.03144 0.1118 0.07892 CYTH3/PLD1/EHD4/CHMP1B/DAB2/ASAP3/ARPC1A/PSD4/ZFYVE27/HLA-E/ACTR3/HLA-F/EPS15/IQSEC1/CHMP4B/SNX4/ITCH/HLA-A/VPS37D/CLTC/VPS36/VPS37C/RAB11FIP2/RAB4A/IGF2R/EHD1/ARPC2/CAPZA2/VPS35/ARF6/ARF1/ARF3/ASAP1/HLA-G/CHMP5/RAB11FIP1/ACTR2/CDC42/CBLB/RAB31/HLA-B/NEDD4/PDCD6IP/VPS26A/VPS45/ASAP2/SNX3 47 KEGG hsa00062 Fatty acid elongation 8/1169 27/8135 0.03146 0.1118 0.07892 ELOVL5/ELOVL7/HADH/PPT1/ELOVL2/HSD17B12/ACAA2/ELOVL3 8 KEGG hsa04724 Glutamatergic synapse 24/1169 114/8135 0.0324 0.1135 0.08016 PPP3CC/PLD1/PRKCA/GLS/PLA2G4A/SLC38A2/PLA2G4C/GNG11/TRPC1/ADCY7/GRIA3/ADCY9/ADCY3/ITPR2/PLCB4/GNB4/DLG4/GRM2/GRIK4/PPP3CA/GRIN3A/SLC38A1/HOMER2/GNG2 24 KEGG hsa04022 cGMP-PKG signaling pathway 33/1169 167/8135 0.03291 0.1135 0.08016 PPP3CC/BDKRB2/ROCK1/PPIF/CALM1/PPP1R12A/IRS1/ADCY7/RGS2/GNA13/ADCY9/ADCY3/GNA12/ITPR2/PLCB4/MEF2C/ADORA1/MYLK/CACNA1F/CALM2/ATP2A2/ADRB3/PPP3CA/NPR2/ROCK2/VDAC1/PDE3B/ATP1A4/MYH6/NPPA/PDE5A/ADORA3/ADRA2A 33 KEGG hsa05215 Prostate cancer 21/1169 97/8135 0.03297 0.1135 0.08016 NFKBIA/NFKB1/MMP3/PIK3CD/FOXO1/PDGFRB/PLAU/CCND1/PIK3R2/TCF7L2/TGFA/E2F2/PDGFD/PIK3R3/MMP9/ARAF/NKX3-1/PDGFC/TCF7L1/CDKN1A/IGF1 21 KEGG hsa00280 Valine, leucine and isoleucine degradation 12/1169 48/8135 0.03547 0.1209 0.08534 HIBCH/BCKDHB/IL4I1/ACAT1/HADH/ACAT2/HIBADH/ALDH7A1/ACAA2/ABAT/BCAT2/ACADM 12 KEGG hsa00071 Fatty acid degradation 11/1169 43/8135 0.03687 0.1221 0.08618 CYP2U1/ACAT1/HADH/ACAT2/CPT1A/ADH5/ACSL5/ALDH7A1/ACAA2/ADH1C/ACADM 11 KEGG hsa04940 Type I diabetes mellitus 11/1169 43/8135 0.03687 0.1221 0.08618 IL1B/IL1A/HLA-E/IL12A/HLA-F/FAS/HLA-A/TNF/HLA-G/HLA-DQB1/HLA-B 11 KEGG hsa04370 VEGF signaling pathway 14/1169 59/8135 0.03692 0.1221 0.08618 PTGS2/PPP3CC/HSPB1/PIK3CD/PRKCA/PLA2G4A/VEGFA/PLA2G4C/PIK3R2/MAPK13/PXN/PIK3R3/PPP3CA/CDC42 14 KEGG hsa05330 Allograft rejection 10/1169 38/8135 0.03801 0.1245 0.08786 HLA-E/IL12A/HLA-F/CD40/FAS/HLA-A/TNF/HLA-G/HLA-DQB1/HLA-B 10 KEGG hsa05220 Chronic myeloid leukemia 17/1169 76/8135 0.03904 0.1259 0.08891 NFKBIA/NFKB1/CDK6/PIK3CD/CCND1/PIK3R2/E2F2/PIK3R3/TGFB2/DDB2/GADD45G/ARAF/BCL2L1/ABL1/CDKN1A/PTPN11/CRKL 17 KEGG hsa04912 GnRH signaling pathway 20/1169 93/8135 0.03921 0.1259 0.08891 PLD1/PRKCA/PLA2G4A/CALM1/PLA2G4C/CAMK2D/MAP3K1/MAPK13/HBEGF/ADCY7/ADCY9/ADCY3/ITPR2/PLCB4/MAP3K2/CACNA1F/CAMK2G/CALM2/PRKCD/CDC42 20 KEGG hsa04512 ECM-receptor interaction 19/1169 88/8135 0.04213 0.134 0.09462 ITGA1/THBS2/LAMB1/COL1A1/CD44/ITGB5/VWF/HSPG2/ITGA4/THBS1/ITGB8/ITGA2/ITGA11/COL6A3/TNC/COL4A1/SDC4/COL1A2/ITGA6 19 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 17/1169 77/8135 0.04365 0.1375 0.0971 ITGA1/ITGB5/LMNA/ITGA4/TCF7L2/SGCD/ITGB8/ITGA2/ITGA11/ACTB/CACNA1F/SGCG/ATP2A2/TCF7L1/ITGA6/ACTG1/SGCB 17 KEGG hsa05224 Breast cancer 29/1169 147/8135 0.04427 0.1382 0.09754 NFKB2/CDK6/KIT/FGF2/PIK3CD/FZD1/CCND1/PIK3R2/TCF7L2/E2F2/FZD2/PIK3R3/DDB2/WNT5B/LRP5/GADD45G/FZD8/WNT5A/ARAF/HES5/FZD4/FGF5/TCF7L1/CDKN1A/FGF10/IGF1/DVL1/DVL2/FZD7 29 KEGG hsa00513 Various types of N-glycan biosynthesis 10/1169 39/8135 0.04477 0.1385 0.09775 MAN1A1/B4GALT3/MAN1C1/MGAT1/MGAT2/CHST8/ST3GAL3/ALG3/DAD1/ALG13 10 KEGG hsa05223 Non-small cell lung cancer 16/1169 72/8135 0.0468 0.1434 0.1012 CDK6/PIK3CD/PRKCA/RXRA/CCND1/PIK3R2/STK4/TGFA/E2F2/PIK3R3/DDB2/GADD45G/ARAF/CDKN1A/RASSF1/STAT3 16 KEGG hsa04210 Apoptosis 27/1169 136/8135 0.04754 0.1444 0.1019 NFKBIA/BIRC3/BID/NFKB1/ERN1/BIRC2/PIK3CD/DAXX/CFLAR/CTSS/FAS/LMNA/FADD/PIK3R2/PTPN13/PMAIP1/PIK3R3/GADD45G/ITPR2/TRAF2/BCL2L1/ACTB/TNF/TNFRSF10B/ACTG1/CASP7/CAPN2 27 KEGG hsa05221 Acute myeloid leukemia 15/1169 67/8135 0.05015 0.1509 0.1065 CSF2/NFKB1/KIT/PIK3CD/DUSP6/PIM2/CCND1/PIM1/PIK3R2/TCF7L2/PIK3R3/ARAF/CEBPA/TCF7L1/STAT3 15 KEGG hsa04650 Natural killer cell mediated cytotoxicity 26/1169 131/8135 0.05126 0.1529 0.1079 BID/ICAM1/CSF2/PPP3CC/IFNAR2/IFNGR1/IFNAR1/PIK3CD/PRKCA/IFNGR2/PAK1/HLA-E/FYN/FAS/HLA-A/PIK3R2/PIK3R3/ARAF/MICB/TNF/TNFRSF10B/HLA-G/PPP3CA/NCR1/PTPN11/HLA-B 26 KEGG hsa00603 Glycosphingolipid biosynthesis - globo and isoglobo series 5/1169 15/8135 0.05255 0.1553 0.1097 ST3GAL1/ST8SIA1/A4GALT/NAGA/GLA 5 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 17/1169 79/8135 0.05403 0.1562 0.1102 IL6/FGF2/PIK3CD/PRKCA/VEGFA/PDGFRB/PIK3R2/TGFA/PDGFD/PIK3R3/AXL/ARAF/BCL2L1/PDGFC/GAS6/IGF1/STAT3 17 KEGG hsa04659 Th17 cell differentiation 22/1169 108/8135 0.05409 0.1562 0.1102 NFKBIA/IL6/IL1B/PPP3CC/NFKB1/IFNGR1/NFKBIE/IFNGR2/AHR/STAT1/IL6ST/NFKBIB/IL4R/RXRA/MAPK13/EBI3/STAT6/TYK2/GATA3/PPP3CA/HLA-DQB1/STAT3 22 KEGG hsa05152 Tuberculosis 34/1169 180/8135 0.05424 0.1562 0.1102 BID/IRAK2/IL6/IL1B/PPP3CC/RIPK2/NFKB1/IL1A/CEBPB/IFNGR1/IFNGR2/C3/STAT1/IRAK4/CTSS/IL12A/ATP6V0B/CALM1/CAMK2D/FADD/MAPK13/CYP27B1/TGFB2/VDR/TNF/CAMK2G/CALM2/ARHGEF12/PPP3CA/HLA-DQB1/RFX5/BCL10/KSR1/LSP1 34 KEGG hsa01523 Antifolate resistance 8/1169 30/8135 0.05625 0.1606 0.1134 IL6/IL1B/NFKB1/ABCC1/ABCC2/ABCG2/TNF/SLC19A1 8 KEGG hsa04930 Type II diabetes mellitus 11/1169 46/8135 0.05734 0.1623 0.1146 PIK3CD/HK2/SOCS1/SOCS3/IRS1/PIK3R2/PIK3R3/TNF/CACNA1B/SOCS2/PRKCD 11 KEGG hsa04530 Tight junction 32/1169 169/8135 0.05874 0.1649 0.1164 CLDN1/ARPC1A/ROCK1/RAB13/PPP2R1B/JAM3/CGNL1/ACTR3/JAM2/EPB41L4B/CCND1/CLDN14/MAP3K1/RDX/AMOTL1/ARPC2/CLDN20/ACTB/ACTN4/PRKAB2/ROCK2/CLDN7/MPDZ/ACTR2/CDC42/TJP1/MYH9/MYH10/CLDN17/ACTG1/MYL12A/NEDD4 32 KEGG hsa03250 Viral life cycle - HIV-1 14/1169 63/8135 0.06031 0.1679 0.1185 MX1/MX2/APOBEC3G/ELL2/CHMP4B/APOBEC3H/KAT2B/MAP1A/PPIA/CPSF6/APOBEC3F/ELL/BICD2/PDCD6IP 14 KEGG hsa04014 Ras signaling pathway 42/1169 232/8135 0.06378 0.1752 0.1237 PLD1/NFKB1/CSF1/KIT/FGF2/PIK3CD/PRKCA/PLCE1/PLA2G4A/VEGFA/PAK1/PDGFRB/CALM1/ETS1/PLA2G4C/PIK3R2/GNG11/STK4/TGFA/PDGFD/PIK3R3/GNB4/PLA2G12A/ARF6/BCL2L1/PGF/CALM2/FGF5/PDGFC/RALBP1/ABL1/RALA/KSR1/PTPN11/FGF10/RASSF1/RIN1/CDC42/IGF1/SHOC2/FOXO4/GNG2 42 KEGG hsa01230 Biosynthesis of amino acids 16/1169 75/8135 0.06451 0.1752 0.1237 ACO1/PRPS1/MAT2A/PSPH/PRPS1L1/ENO2/IDH1/PSAT1/MTR/ASS1/ASNS/PHGDH/CPS1/PGAM4/ALDOC/BCAT2 16 KEGG hsa03320 PPAR signaling pathway 16/1169 75/8135 0.06451 0.1752 0.1237 OLR1/MMP1/GK/ACOX2/PLIN2/FABP3/RXRA/SCD/DBI/CPT1A/AQP7/ACSL5/ME1/SCP2/PPARG/ACADM 16 KEGG hsa04151 PI3K-Akt signaling pathway 61/1169 354/8135 0.0703 0.1894 0.1337 IL6/ITGA1/NFKB1/THBS2/CDK6/CSF1/IFNAR2/KIT/IFNAR1/FGF2/PIK3CD/IL7R/PRKCA/OSMR/VEGFA/EREG/PPP2R1B/PDGFRB/LAMB1/MYB/IL4R/COL1A1/RXRA/ITGB5/IRS1/CCND1/VWF/ITGA4/THBS1/PIK3R2/GNG11/TGFA/GHR/PDGFD/F2R/PIK3R3/ITGB8/ITGA2/LPAR1/GNB4/ITGA11/COL6A3/BCL2L1/MTCP1/TNC/PGF/YWHAH/PPP2R5E/FGF5/PDGFC/COL4A1/GYS2/COL1A2/PPP2R5C/CDKN1A/FGF10/PKN2/IGF1/ITGA6/SGK3/GNG2 61 KEGG hsa05133 Pertussis 16/1169 76/8135 0.0713 0.1905 0.1345 CXCL6/IL6/CXCL5/IL1B/NFKB1/IRF1/IL1A/C3/IRAK4/IL12A/CALM1/MAPK13/TNF/CALM2/TICAM1/CASP7 16 KEGG hsa04072 Phospholipase D signaling pathway 28/1169 148/8135 0.07392 0.1932 0.1364 CYTH3/PLD1/KIT/PIK3CD/PRKCA/PLA2G4A/PDGFRB/PTGFR/FYN/PLA2G4C/PIK3R2/PDGFD/F2R/ADCY7/PIK3R3/LPAR1/GNA13/ADCY9/ADCY3/GNA12/PLCB4/ARF6/ARF1/DGKI/PDGFC/GRM2/RALA/PTPN11 28 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 9/1169 37/8135 0.07406 0.1932 0.1364 GFPT2/GLS/IL4I1/GLUD1/ABAT/ASS1/ASNS/ALDH5A1/CPS1 9 KEGG hsa05216 Thyroid cancer 9/1169 37/8135 0.07406 0.1932 0.1364 RXRA/CCND1/CCDC6/TCF7L2/DDB2/GADD45G/TCF7L1/PPARG/CDKN1A 9 KEGG hsa05145 Toxoplasmosis 22/1169 112/8135 0.0754 0.1952 0.1378 NFKBIA/BIRC3/NFKB1/IFNGR1/BIRC2/IFNGR2/STAT1/IRAK4/NFKBIB/LAMB1/IL12A/SOCS1/PPIF/CD40/MAPK13/TGFB2/BCL2L1/TYK2/TNF/HLA-DQB1/STAT3/ITGA6 22 KEGG hsa04215 Apoptosis - multiple species 8/1169 32/8135 0.07817 0.1986 0.1402 BIRC3/BID/BIRC2/FADD/PMAIP1/BCL2L1/BIRC6/CASP7 8 KEGG hsa04934 Cushing syndrome 29/1169 155/8135 0.07844 0.1986 0.1402 CDK6/AHR/FZD1/CAMK2D/CCND1/RASD1/TCF7L2/E2F2/FZD2/ADCY7/FH/WNT5B/ADCY9/ADCY3/ITPR2/PLCB4/FZD8/CDKN2C/WNT5A/CACNA1F/CAMK2G/FZD4/RBBP5/TCF7L1/ORAI1/CDKN1A/DVL1/DVL2/FZD7 29 KEGG hsa05100 Bacterial invasion of epithelial cells 16/1169 77/8135 0.07855 0.1986 0.1402 PIK3CD/ARPC1A/VCL/ACTR3/PIK3R2/PXN/CLTC/PIK3R3/ARPC2/ACTB/ARHGAP10/ACTR2/CDC42/ACTG1/CRKL/WASF2 16 KEGG hsa04514 Cell adhesion molecules 28/1169 149/8135 0.0791 0.1986 0.1402 ICAM1/VCAM1/CLDN1/MPZL1/PDCD1LG2/JAM3/CNTNAP1/HLA-E/JAM2/HLA-F/CD58/CD40/VCAN/ITGA4/HLA-A/CLDN14/SDC2/ITGB8/CLDN20/PTPRM/HLA-G/SDC4/HLA-DQB1/CLDN7/CLDN17/CDH4/ITGA6/HLA-B 28 KEGG hsa04910 Insulin signaling pathway 26/1169 137/8135 0.08024 0.2 0.1412 PPARGC1A/PIK3CD/PYGL/FOXO1/HK2/PPP1R3F/ACACB/SOCS1/SOCS3/CALM1/IRS1/PIK3R2/MKNK2/ACACA/PIK3R3/PHKB/FLOT1/ARAF/CALM2/SOCS2/PRKAB2/GYS2/PDE3B/PHKA2/CBLB/CRKL 26 KEGG hsa01040 Biosynthesis of unsaturated fatty acids 7/1169 27/8135 0.08184 0.2025 0.1429 ELOVL5/SCD/ELOVL7/ELOVL2/HSD17B12/SCP2/ELOVL3 7 KEGG hsa05010 Alzheimer disease 65/1169 384/8135 0.08448 0.2075 0.1465 SLC39A14/BID/PTGS2/IL6/IL1B/SLC11A2/PPP3CC/TUBB3/NFKB1/PSMA6/ERN1/IL1A/CSF1/PIK3CD/PSMB7/BACE2/FZD1/PPIF/CALM1/IRS1/FAS/PSMA3/BACE1/FADD/WIPI1/SLC39A10/NDUFB7/PIK3R2/SLC39A8/FZD2/PIK3R3/WNT5B/NDUFS4/APH1B/CSNK1E/LRP5/PSMA1/ITPR2/PLCB4/FZD8/PSMB2/CDK5/NDUFAB1/WNT5A/TRAF2/ARAF/PSENEN/PSMB3/TNF/CACNA1F/CALM2/ATP2A2/SDHD/FZD4/PSMA8/RTN4/PPP3CA/VDAC1/PSMB5/DVL1/DVL2/FZD7/UQCRHL/CASP7/CAPN2 65 KEGG hsa04360 Axon guidance 33/1169 182/8135 0.09027 0.2201 0.1554 PPP3CC/NTN1/PIK3CD/PRKCA/ROCK1/PAK1/FYN/SLIT2/CAMK2D/BMPR2/SSH1/MYL5/PIK3R2/SEMA4D/TRPC1/PIK3R3/WNT5B/EFNB1/ROBO1/CDK5/WNT5A/ENAH/CAMK2G/ARHGEF12/PPP3CA/ABL1/ROCK2/PTPN11/EPHA1/CDC42/SEMA4F/MYL12A/NGEF 33 KEGG hsa01524 Platinum drug resistance 15/1169 73/8135 0.09348 0.2262 0.1597 BIRC3/BID/BIRC2/PIK3CD/GSTO1/GSTA4/FAS/FADD/PIK3R2/PMAIP1/PIK3R3/ABCC2/BCL2L1/CDKN1A/MGST2 15 KEGG hsa04070 Phosphatidylinositol signaling system 19/1169 97/8135 0.0955 0.2295 0.162 PLCD3/PIK3CD/PRKCA/PLCE1/PLCD1/CALM1/PIK3R2/PIK3R3/IMPA2/ITPR2/PLCB4/ITPKA/DGKI/CALM2/INPP5B/IP6K3/PIP4K2A/INPP1/PI4K2B 19 KEGG hsa04213 Longevity regulating pathway - multiple species 13/1169 62/8135 0.09981 0.2381 0.1681 SOD2/PIK3CD/FOXO1/IRS1/PIK3R2/CRYAB/ADCY7/PIK3R3/ADCY9/ADCY3/SIRT1/PRKAB2/IGF1 13 KEGG hsa02010 ABC transporters 10/1169 45/8135 0.1022 0.2422 0.171 TAP1/TAP2/ABCA1/ABCA5/ABCC1/ABCB10/ABCD1/ABCC2/ABCG2/ABCC11 10 KEGG hsa04658 Th1 and Th2 cell differentiation 18/1169 92/8135 0.1035 0.2434 0.1718 NFKBIA/PPP3CC/NFKB1/STAT4/IFNGR1/NFKBIE/IFNGR2/STAT1/NFKBIB/IL12A/IL4R/MAPK13/STAT6/TYK2/IL12RB2/GATA3/PPP3CA/HLA-DQB1 18 KEGG hsa04015 Rap1 signaling pathway 37/1169 210/8135 0.1058 0.2472 0.1745 ADORA2A/CSF1/KIT/FGF2/PIK3CD/PRKCA/PLCE1/SIPA1L1/VEGFA/PDGFRB/CALM1/THBS1/PIK3R2/MAPK13/PDGFD/F2R/ADCY7/PIK3R3/LPAR1/ADCY9/ADCY3/PLCB4/ENAH/PFN2/ACTB/PGF/CALM2/DOCK4/FGF5/PDGFC/RALA/FGF10/CDC42/IGF1/ACTG1/TLN1/CRKL 37 KEGG hsa00260 Glycine, serine and threonine metabolism 9/1169 40/8135 0.1105 0.2562 0.1809 PSPH/PSAT1/GAMT/AMT/ALDH7A1/ALAS1/PHGDH/PGAM4/GNMT 9 KEGG hsa04310 Wnt signaling pathway 30/1169 167/8135 0.112 0.258 0.1821 PPP3CC/PRKCA/NKD2/FZD1/GPC4/CAMK2D/CCND1/TCF7L2/ROR1/FZD2/WNT5B/CSNK1E/LRP5/DAAM2/PLCB4/FZD8/TBL1Y/WNT5A/CAMK2G/FZD4/RSPO2/TCF7L1/PPP3CA/LGR4/ROCK2/TLE1/DVL1/DVL2/TBL1XR1/FZD7 30 KEGG hsa04932 Non-alcoholic fatty liver disease 28/1169 155/8135 0.1154 0.2639 0.1863 BID/IL6/IL1B/NFKB1/ERN1/IL1A/PIK3CD/SOCS3/RXRA/IRS1/FAS/ITCH/NDUFB7/PIK3R2/MAPK13/PIK3R3/ADIPOR2/NDUFS4/NDUFAB1/TRAF2/TNF/SDHD/CEBPA/PRKAB2/PPARG/CDC42/UQCRHL/CASP7 28 KEGG hsa05170 Human immunodeficiency virus 1 infection 37/1169 212/8135 0.1171 0.2662 0.1879 NFKBIA/BID/TAP1/TAP2/PPP3CC/NFKB1/PIK3CD/PRKCA/TNFRSF1B/IRAK4/PAK1/HLA-E/APOBEC3G/HLA-F/CALM1/FAS/FADD/HLA-A/PIK3R2/GNG11/MAPK13/PXN/APOBEC3H/PIK3R3/ITPR2/GNB4/TRAF2/BCL2L1/TNF/CALM2/HLA-G/PPP3CA/APOBEC3F/TAPBP/HLA-B/CRKL/GNG2 37 KEGG hsa04350 TGF-beta signaling pathway 18/1169 94/8135 0.1209 0.2728 0.1926 BMP2/ID2/ROCK1/BMP4/PPP2R1B/GREM2/BMPR2/THBS1/INHBB/TGFB2/GDF5/FBN1/TNF/FST/ID3/TFDP1/GDF6/SMAD9 18 KEGG hsa04216 Ferroptosis 9/1169 41/8135 0.1245 0.2783 0.1965 SLC39A14/SLC11A2/SAT1/SLC7A11/FTH1/SLC3A2/SLC39A8/ACSL5/ATG7 9 KEGG hsa04935 Growth hormone synthesis, secretion and action 22/1169 119/8135 0.125 0.2783 0.1965 PIK3CD/PRKCA/STAT1/SOCS1/SOCS3/IRS1/PIK3R2/MAP3K1/MAPK13/GHR/ADCY7/PIK3R3/ADCY9/ADCY3/ITPR2/PLCB4/JUNB/CACNA1F/SOCS2/IGF1/STAT3/CRKL 22 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 17/1169 89/8135 0.1311 0.2901 0.2048 NFKBIA/PPP3CC/NFKB1/IFNGR1/NFKBIE/PIK3CD/IFNGR2/STAT1/NFKBIB/PIK3R2/MAPK13/PIK3R3/BATF3/PPP3CA/PTPN11/TICAM1/STAT3 17 KEGG hsa04152 AMPK signaling pathway 22/1169 120/8135 0.1334 0.2931 0.2069 PPARGC1A/PIK3CD/FOXO1/EEF2K/PPP2R1B/ACACB/IRS1/CCND1/SCD/PIK3R2/CPT1A/ACACA/PIK3R3/ADIPOR2/SIRT1/CAMKK2/PPP2R5E/PRKAB2/GYS2/PPP2R5C/PPARG/IGF1 22 KEGG hsa00512 Mucin type O-glycan biosynthesis 8/1169 36/8135 0.1352 0.2952 0.2084 ST3GAL1/GALNT10/GALNT5/GCNT1/C1GALT1/GALNT4/GALNT11/GALNT1 8 KEGG hsa00380 Tryptophan metabolism 9/1169 42/8135 0.1394 0.3023 0.2134 KYNU/IDO1/IL4I1/ACAT1/HADH/ACAT2/CYP1A2/AADAT/ALDH7A1 9 KEGG hsa00100 Steroid biosynthesis 5/1169 20/8135 0.1489 0.3189 0.2251 LIPA/CYP27B1/TM7SF2/SOAT1/HSD17B7 5 KEGG hsa00670 One carbon pool by folate 5/1169 20/8135 0.1489 0.3189 0.2251 MTHFD2L/MTHFD2/AMT/MTR/ALDH1L2 5 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 8/1169 37/8135 0.1521 0.3236 0.2284 PIK3CD/PRKCA/IRS1/PIK3R2/PIK3R3/SCNN1A/ATP1A4/IGF1 8 KEGG hsa00640 Propanoate metabolism 7/1169 32/8135 0.1663 0.3505 0.2475 ACACB/HIBCH/BCKDHB/ACACA/ABAT/LDHB/SUCLA2 7 KEGG hsa05226 Gastric cancer 26/1169 149/8135 0.1669 0.3505 0.2475 FGF2/PIK3CD/FZD1/RXRA/CCND1/PIK3R2/TCF7L2/E2F2/FZD2/PIK3R3/TGFB2/DDB2/WNT5B/LRP5/GADD45G/FZD8/WNT5A/ARAF/FZD4/FGF5/TCF7L1/CDKN1A/FGF10/DVL1/DVL2/FZD7 26 KEGG hsa05340 Primary immunodeficiency 8/1169 38/8135 0.1699 0.3547 0.2504 TAP1/TAP2/IL7R/CD40/ADA/CD79A/RFX5/ORAI1 8 KEGG hsa04130 SNARE interactions in vesicular transport 7/1169 33/8135 0.1866 0.3871 0.2732 BET1/VAMP4/STX3/STX6/STX16/VAMP7/VAMP5 7 KEGG hsa04971 Gastric acid secretion 14/1169 76/8135 0.1952 0.4024 0.2841 PRKCA/CALM1/CAMK2D/ADCY7/ADCY9/ADCY3/ITPR2/PLCB4/MYLK/ACTB/CAMK2G/CALM2/ATP1A4/ACTG1 14 KEGG hsa05230 Central carbon metabolism in cancer 13/1169 70/8135 0.1981 0.406 0.2866 KIT/PIK3CD/GLS/SLC2A1/HK2/PDGFRB/IDH1/PIK3R2/PIK3R3/LDHB/PDHB/PGAM4/SIRT6 13 KEGG hsa00900 Terpenoid backbone biosynthesis 5/1169 22/8135 0.2 0.4073 0.2875 ACAT1/PCYOX1/ACAT2/PDSS2/IDI1 5 KEGG hsa00650 Butanoate metabolism 6/1169 28/8135 0.2056 0.4161 0.2938 ACAT1/HADH/ACAT2/ABAT/ALDH5A1/BDH2 6 KEGG hsa04520 Adherens junction 13/1169 71/8135 0.2128 0.4282 0.3023 LMO7/VCL/FYN/TCF7L2/SNAI2/ACTB/ACTN4/PTPRM/TCF7L1/CDC42/TJP1/ACTG1/WASF2 13 KEGG hsa00450 Selenocompound metabolism 4/1169 17/8135 0.2201 0.4376 0.309 SEPHS1/MTR/PAPSS1/MARS2 4 KEGG hsa00910 Nitrogen metabolism 4/1169 17/8135 0.2201 0.4376 0.309 CA12/GLUD1/CPS1/CA5B 4 KEGG hsa04612 Antigen processing and presentation 14/1169 78/8135 0.2235 0.4416 0.3118 PSME2/TAP1/TAP2/PSME1/CTSS/HLA-E/HLA-F/HLA-A/TNF/HLA-G/HLA-DQB1/RFX5/TAPBP/HLA-B 14 KEGG hsa00514 Other types of O-glycan biosynthesis 9/1169 47/8135 0.2261 0.4416 0.3118 B4GALT3/GALNT10/GXYLT1/GALNT5/C1GALT1/ST3GAL3/GALNT4/GALNT11/GALNT1 9 KEGG hsa03420 Nucleotide excision repair 9/1169 47/8135 0.2261 0.4416 0.3118 RAD23B/RPA2/ERCC2/DDB2/RAD23A/GTF2H5/MNAT1/RFC2/CDK7 9 KEGG hsa04024 cAMP signaling pathway 36/1169 221/8135 0.2303 0.4445 0.3138 NFKBIA/PLD1/NFKB1/ADORA2A/PIK3CD/PLCE1/GIP/ROCK1/PAK1/CALM1/PPP1R12A/PDE4D/CAMK2D/OXTR/PIK3R2/EDN1/PTGER2/F2R/ADCY7/PIK3R3/GRIA3/ADCY9/ADCY3/HCN4/ADORA1/CACNA1F/CAMK2G/CALM2/ATP2A2/GRIN3A/ROCK2/PDE4B/ORAI1/PDE3B/ATP1A4/NPPA 36 KEGG hsa04660 T cell receptor signaling pathway 18/1169 104/8135 0.2312 0.4445 0.3138 NFKBIA/MAP3K8/CSF2/PPP3CC/NFKB1/NFKBIE/PIK3CD/PAK1/NFKBIB/FYN/PIK3R2/MAPK13/PIK3R3/TNF/PPP3CA/BCL10/CDC42/CBLB 18 KEGG hsa04012 ErbB signaling pathway 15/1169 85/8135 0.2332 0.4445 0.3138 PIK3CD/PRKCA/EREG/PAK1/CAMK2D/PIK3R2/TGFA/HBEGF/PIK3R3/ARAF/CAMK2G/ABL1/CDKN1A/CBLB/CRKL 15 KEGG hsa04925 Aldosterone synthesis and secretion 17/1169 98/8135 0.2365 0.4445 0.3138 PRKCA/CALM1/CAMK2D/ADCY7/ADCY9/ADCY3/ITPR2/PLCB4/DAGLA/ATF1/CACNA1F/CAMK2G/CALM2/DAGLB/ORAI1/ATP1A4/NPPA 17 KEGG hsa05231 Choline metabolism in cancer 17/1169 98/8135 0.2365 0.4445 0.3138 PLD1/PIK3CD/PRKCA/SLC22A2/PLA2G4A/SLC22A1/PDGFRB/SLC22A4/PLA2G4C/PIK3R2/PDGFD/PIK3R3/DGKI/PDGFC/SLC22A3/CHKB/WASF2 17 KEGG hsa05168 Herpes simplex virus 1 infection 77/1169 495/8135 0.2368 0.4445 0.3138 NFKBIA/BIRC3/BID/CCL5/IL6/IL1B/TAP1/TAP2/NFKB1/IRF9/CCL2/OAS1/IFIH1/IFNAR2/IFNGR1/IFNAR1/BIRC2/PIK3CD/OAS3/DAXX/TNFRSF14/IFNGR2/C3/STAT1/IRAK4/IRF7/TRAF3/HLA-E/IL12A/SOCS3/ZFP90/POU2F2/HLA-F/ZNF684/OAS2/DDX58/FAS/FADD/HLA-A/PIK3R2/EIF2AK4/ZNF30/NXF1/PIK3R3/STAT2/ZNF441/ZNF529/TRAF2/BCL2L1/ZNF426/ZNF436/TYK2/ZNF74/ZNF91/ZNF558/TNF/ZNF701/ZNF320/EIF2B5/EIF2B4/SP100/ZNF33A/TLR3/HLA-G/HLA-DQB1/ZNF791/ZNF135/PTPN11/TAPBP/TICAM1/ZNF540/ZNF83/HLA-B/ZNF484/HCFC2/ZNF675/ZNF184 77 KEGG hsa04730 Long-term depression 11/1169 60/8135 0.2369 0.4445 0.3138 PRKCA/PLA2G4A/PPP2R1B/PLA2G4C/GRIA3/GNA13/GNA12/ITPR2/PLCB4/ARAF/IGF1 11 KEGG hsa05210 Colorectal cancer 15/1169 86/8135 0.2476 0.462 0.3261 PIK3CD/EREG/CCND1/PIK3R2/TCF7L2/TGFA/PMAIP1/PIK3R3/TGFB2/DDB2/GADD45G/ARAF/TCF7L1/RALA/CDKN1A 15 KEGG hsa04640 Hematopoietic cell lineage 17/1169 99/8135 0.25 0.4639 0.3275 IL6/CSF2/IL1B/ITGA1/IL1A/CSF1/KIT/ANPEP/IL7R/IL4R/CD44/ITGA4/ITGA2/TNF/IL11RA/HLA-DQB1/ITGA6 17 KEGG hsa00500 Starch and sucrose metabolism 7/1169 36/8135 0.2528 0.4639 0.3275 PYGL/HK2/UGP2/PGM2L1/ENPP1/GYG1/GYS2 7 KEGG hsa00061 Fatty acid biosynthesis 4/1169 18/8135 0.2532 0.4639 0.3275 ACACB/ACACA/ACSL5/CBR4 4 KEGG hsa00020 Citrate cycle (TCA cycle) 6/1169 30/8135 0.2553 0.4639 0.3275 ACO1/IDH1/FH/PDHB/SDHD/SUCLA2 6 KEGG hsa05203 Viral carcinogenesis 33/1169 204/8135 0.2555 0.4639 0.3275 NFKBIA/NFKB1/IRF9/NFKB2/CDK6/PIK3CD/C3/IL6ST/IRF7/TRAF3/HLA-E/HLA-F/CCND1/HLA-A/PIK3R2/PXN/PMAIP1/MAD1L1/PIK3R3/KAT2B/CHD4/POLB/TRAF2/GSN/YWHAH/ACTN4/SP100/HLA-G/CDKN1A/CDC42/STAT3/HLA-B/UBR4 33 KEGG hsa04145 Phagosome 25/1169 152/8135 0.2622 0.4733 0.3342 OLR1/TAP1/TAP2/TUBB3/THBS2/C3/ATP6V1E2/CTSS/HLA-E/HLA-F/ATP6V0B/SEC61G/ITGB5/ATP6V0E2/CYBA/THBS1/HLA-A/ITGA2/ACTB/HLA-G/HLA-DQB1/M6PR/ACTG1/HLA-B/ATP6V1E1 25 KEGG hsa00565 Ether lipid metabolism 9/1169 49/8135 0.2654 0.4767 0.3365 PLD1/PLA2G4A/TMEM189/TMEM189-UBE2V1/PLA2G4C/PLA2G12A/PAFAH1B2/UGT8/PLD3 9 KEGG hsa01250 Biosynthesis of nucleotide sugars 7/1169 37/8135 0.2763 0.4936 0.3484 GFPT2/HK2/UGP2/NAGK/GMDS/GMPPB/PGM3 7 KEGG hsa00052 Galactose metabolism 6/1169 31/8135 0.2813 0.4997 0.3528 AKR1B1/HK2/GALM/UGP2/GLA/GLB1 6 KEGG hsa00510 N-Glycan biosynthesis 9/1169 50/8135 0.2859 0.5022 0.3545 MAN1A1/B4GALT3/MAN1C1/MOGS/MGAT1/MGAT2/ALG3/DAD1/ALG13 9 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 73/1169 476/8135 0.2872 0.5022 0.3545 BID/PTGS2/IL6/IL1B/PPP3CC/TUBB3/NFKB1/PSMA6/ERN1/IL1A/CSF1/SQSTM1/UBE2L6/PRKCA/DAXX/PSMB7/TNFRSF1B/FZD1/PPIF/CALM1/CAMK2D/FAS/PSMA3/FADD/WIPI1/NDUFB7/UBA7/MAPK13/FZD2/DCTN1/GRIA3/WNT5B/NDUFS4/CSNK1E/LRP5/PSMA1/ITPR2/PLCB4/FZD8/PSMB2/CDK5/NDUFAB1/OPTN/WNT5A/TRAF2/ARAF/BCL2L1/PSMB3/TNF/CACNA1F/CACNA1B/CAMK2G/CALM2/ACTR10/ATP2A2/SDHD/FZD4/DLG4/PRPH/PSMA8/PPP3CA/VDAC1/UBB/SIGMAR1/PSMB5/DCTN3/DVL1/DVL2/FZD7/UQCRHL/CASP7/CAPN2/DNAH6 73 KEGG hsa01210 2-Oxocarboxylic acid metabolism 4/1169 19/8135 0.2872 0.5022 0.3545 ACO1/IDH1/AADAT/BCAT2 4 KEGG hsa00230 Purine metabolism 21/1169 128/8135 0.2892 0.5031 0.3552 PRPS1/PDE1C/PRPS1L1/PDE4D/AK1/PDE1A/AMPD3/ADA/NT5C2/ENPP1/ADCY7/ADCY9/ADCY3/IMPDH2/PAPSS1/GUK1/NPR2/PDE4B/PDE3B/PDE5A/DCK 21 KEGG hsa04727 GABAergic synapse 15/1169 89/8135 0.2928 0.5067 0.3577 PRKCA/GLS/GABARAPL1/SLC38A2/GNG11/ADCY7/ADCY9/ADCY3/GNB4/ABAT/CACNA1F/CACNA1B/GABRA3/SLC38A1/GNG2 15 KEGG hsa04917 Prolactin signaling pathway 12/1169 70/8135 0.3005 0.5173 0.3652 NFKB1/IRF1/PIK3CD/STAT1/SOCS1/SOCS3/CCND1/PIK3R2/MAPK13/PIK3R3/SOCS2/STAT3 12 KEGG hsa04926 Relaxin signaling pathway 21/1169 129/8135 0.3021 0.5175 0.3653 NFKBIA/MMP1/NFKB1/PIK3CD/PRKCA/VEGFA/COL1A1/PIK3R2/GNG11/EDN1/MAPK13/ADCY7/PIK3R3/ADCY9/ADCY3/MMP9/PLCB4/GNB4/COL4A1/COL1A2/GNG2 21 KEGG hsa00270 Cysteine and methionine metabolism 9/1169 51/8135 0.3067 0.5199 0.367 MAT2A/IL4I1/PSAT1/MTR/LDHB/BHMT2/PHGDH/MTAP/BCAT2 9 KEGG hsa04913 Ovarian steroidogenesis 9/1169 51/8135 0.3067 0.5199 0.367 PTGS2/PLA2G4A/PLA2G4C/ADCY7/ADCY9/ADCY3/HSD17B7/IGF1/CYP19A1 9 KEGG hsa04150 mTOR signaling pathway 25/1169 156/8135 0.3085 0.5204 0.3674 LPIN1/PIK3CD/PRKCA/ATP6V1E2/FZD1/IRS1/FNIP2/SLC3A2/PIK3R2/FNIP1/FZD2/PIK3R3/WNT5B/LRP5/FZD8/WNT5A/SESN2/TNF/FZD4/IGF1/DVL1/DVL2/FZD7/ATP6V1E1/PRR5 25 KEGG hsa05017 Spinocerebellar ataxia 23/1169 143/8135 0.3119 0.5235 0.3695 PSMA6/ERN1/PIK3CD/PRKCA/PSMB7/PPIF/PSMA3/WIPI1/PIK3R2/PIK3R3/GRIA3/PSMA1/ITPR2/PLCB4/PSMB2/TRAF2/PSMB3/ATP2A2/PSMA8/GRIN3A/VDAC1/KCND3/PSMB5 23 KEGG hsa03022 Basal transcription factors 8/1169 45/8135 0.3155 0.5268 0.3719 ERCC2/TAF13/TAF7L/GTF2H5/TAF6L/MNAT1/GTF2F2/CDK7 8 KEGG hsa05213 Endometrial cancer 10/1169 58/8135 0.3181 0.5286 0.3732 PIK3CD/CCND1/PIK3R2/TCF7L2/PIK3R3/DDB2/GADD45G/ARAF/TCF7L1/CDKN1A 10 KEGG hsa05032 Morphine addiction 15/1169 91/8135 0.3242 0.5361 0.3784 PRKCA/PDE1C/PDE4D/PDE1A/GNG11/ADCY7/ADCY9/ADCY3/GNB4/ADORA1/CACNA1B/GABRA3/PDE4B/PDE3B/GNG2 15 KEGG hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 3/1169 14/8135 0.3262 0.5367 0.3789 ST3GAL1/B4GALT3/ST3GAL3 3 KEGG hsa01522 Endocrine resistance 16/1169 98/8135 0.3306 0.5413 0.3821 PIK3CD/CCND1/PIK3R2/MAPK13/E2F2/HBEGF/ADCY7/PIK3R3/ADCY9/ADCY3/MMP9/CARM1/CDKN2C/ARAF/CDKN1A/IGF1 16 KEGG hsa00051 Fructose and mannose metabolism 6/1169 33/8135 0.3347 0.5454 0.385 AKR1B1/HK2/GMDS/GMPPB/ENOSF1/ALDOC 6 KEGG hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 5/1169 27/8135 0.3453 0.5599 0.3953 ST8SIA1/B4GALT3/A4GALT/ST3GAL3/ST3GAL4 5 KEGG hsa00010 Glycolysis / Gluconeogenesis 11/1169 67/8135 0.3662 0.5909 0.4172 HK2/GALM/ENO2/ADPGK/ADH5/ALDH7A1/LDHB/PDHB/PGAM4/ADH1C/ALDOC 11 KEGG hsa00604 Glycosphingolipid biosynthesis - ganglio series 3/1169 15/8135 0.3682 0.5913 0.4174 ST3GAL1/ST8SIA1/GLB1 3 KEGG hsa00561 Glycerolipid metabolism 10/1169 61/8135 0.3788 0.6054 0.4274 AKR1B1/GK/LPIN1/GLA/LIPG/ALDH7A1/DGKI/GPAM/PNLIPRP3/LCLAT1 10 KEGG hsa00830 Retinol metabolism 11/1169 68/8135 0.3856 0.6134 0.433 ALDH1A3/CYP27C1/RDH10/RDH8/DHRS3/ADH5/CYP1A2/HSD17B6/RDH13/ADH1C/CYP2S1 11 KEGG hsa00220 Arginine biosynthesis 4/1169 22/8135 0.3914 0.6195 0.4373 GLS/GLUD1/ASS1/CPS1 4 KEGG hsa00591 Linoleic acid metabolism 5/1169 29/8135 0.4061 0.6361 0.4491 PLA2G4A/PLA2G4C/CYP1A2/PLA2G12A/CYP2C19 5 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 8/1169 49/8135 0.4076 0.6361 0.4491 GFPT2/HK2/UGP2/NAGK/GMDS/GMPPB/CYB5R2/PGM3 8 KEGG hsa04672 Intestinal immune network for IgA production 8/1169 49/8135 0.4076 0.6361 0.4491 IL6/TNFSF13B/CD40/IL15RA/ITGA4/IL15/HLA-DQB1/CCR10 8 KEGG hsa00430 Taurine and hypotaurine metabolism 3/1169 16/8135 0.4097 0.6365 0.4493 FMO5/ADO/FMO4 3 KEGG hsa00760 Nicotinate and nicotinamide metabolism 6/1169 36/8135 0.4165 0.6441 0.4547 NAMPT/NNMT/NT5C2/ENPP1/SIRT1/SIRT6 6 KEGG hsa04114 Oocyte meiosis 20/1169 131/8135 0.4217 0.6469 0.4567 PPP3CC/PPP2R1B/CALM1/CAMK2D/CDC16/MAPK13/MAD1L1/ADCY7/ADCY9/ADCY3/ITPR2/ANAPC13/CAMK2G/YWHAH/PPP2R5E/CALM2/PPP3CA/PPP2R5C/CDC23/IGF1 20 KEGG hsa04713 Circadian entrainment 15/1169 97/8135 0.4222 0.6469 0.4567 PRKCA/CALM1/CAMK2D/RASD1/GNG11/ADCY7/GRIA3/ADCY9/ADCY3/PLCB4/GNB4/CAMK2G/CALM2/PER1/GNG2 15 KEGG hsa05206 MicroRNAs in cancer 46/1169 310/8135 0.4306 0.654 0.4617 PTGS2/NFKB1/CDK6/FSCN1/RECK/PIK3CD/PRKCA/GLS/VEGFA/ROCK1/PDGFRB/SOCS1/PLAU/BCL2L2/CD44/MIR193B/IRS1/BMPR2/CCND1/CDC25A/THBS1/PIM1/PIK3R2/RDX/E2F2/PIK3R3/TGFB2/ABCC1/MMP9/SIRT1/MIR19B2/TP63/MIR137/TNC/MIR423/CCNG1/MIR1-2/MIR125B1/ABL1/MIR214/MIR330/CDKN1A/RASSF1/MIR199A2/STAT3/CRKL 46 KEGG hsa04979 Cholesterol metabolism 8/1169 50/8135 0.4308 0.654 0.4617 ABCA1/LIPA/SORT1/LIPG/SOAT1/OSBPL5/VDAC1/MYLIP 8 KEGG hsa04142 Lysosome 20/1169 132/8135 0.436 0.6589 0.4651 SLC11A2/NCOA7/CTSS/LIPA/ATP6V0B/SORT1/GNPTAB/WDR7/NAGA/GLA/GLB1/PPT1/CLTC/IGF2R/AGA/DMXL1/MCOLN1/AP3S1/M6PR/CD164 20 KEGG hsa04929 GnRH secretion 10/1169 64/8135 0.4404 0.6625 0.4677 KCNN4/PIK3CD/PRKCA/PIK3R2/TRPC1/PIK3R3/ITPR2/PLCB4/CACNA1F/KISS1R 10 KEGG hsa04725 Cholinergic synapse 17/1169 113/8135 0.4594 0.6881 0.4858 PIK3CD/PRKCA/FYN/CAMK2D/PIK3R2/GNG11/ADCY7/PIK3R3/ADCY9/ADCY3/ITPR2/PLCB4/GNB4/CACNA1F/CACNA1B/CAMK2G/GNG2 17 KEGG hsa05415 Diabetic cardiomyopathy 30/1169 203/8135 0.4644 0.6887 0.4862 GFPT2/NFKB1/PIK3CD/PRKCA/SLC2A1/COL1A1/PPIF/IRS1/CAMK2D/TBC1D4/CYBA/NDUFB7/PIK3R2/MAPK13/PIK3R3/TGFB2/NDUFS4/MMP9/PLCB4/NDUFAB1/CAMK2G/PDHB/ATP2A2/SDHD/PRKCD/GYS2/PDK3/COL1A2/VDAC1/UQCRHL 30 KEGG hsa00410 beta-Alanine metabolism 5/1169 31/8135 0.466 0.6887 0.4862 HIBCH/SMOX/ALDH7A1/ABAT/CNDP2 5 KEGG hsa04710 Circadian rhythm 5/1169 31/8135 0.466 0.6887 0.4862 NPAS2/ARNTL/CSNK1E/PRKAB2/PER1 5 KEGG hsa04911 Insulin secretion 13/1169 86/8135 0.4681 0.6888 0.4863 KCNN4/PRKCA/SLC2A1/GIP/CAMK2D/ADCY7/ADCY9/ADCY3/PLCB4/RAB3A/CACNA1F/CAMK2G/ATP1A4 13 KEGG hsa04330 Notch signaling pathway 9/1169 59/8135 0.4791 0.7019 0.4955 KAT2B/APH1B/PSENEN/HES5/NUMBL/NCOR2/TLE1/DVL1/DVL2 9 KEGG hsa00562 Inositol phosphate metabolism 11/1169 73/8135 0.4829 0.7043 0.4972 PLCD3/PIK3CD/PLCE1/PLCD1/IMPA2/PLCB4/ITPKA/INPP5B/PIP4K2A/INPP1/PI4K2B 11 KEGG hsa04726 Serotonergic synapse 17/1169 115/8135 0.4903 0.712 0.5026 PTGS2/PRKCA/PLA2G4A/PLA2G4C/GNG11/TRPC1/ITPR2/PLCB4/HTR3B/GNB4/ARAF/CACNA1F/CACNA1B/PTGS1/CYP2C19/GNG2/CYP4X1 17 KEGG hsa05320 Autoimmune thyroid disease 8/1169 53/8135 0.4995 0.7202 0.5084 HLA-E/HLA-F/CD40/FAS/HLA-A/HLA-G/HLA-DQB1/HLA-B 8 KEGG hsa04720 Long-term potentiation 10/1169 67/8135 0.5013 0.7202 0.5084 PPP3CC/PRKCA/CALM1/CAMK2D/ITPR2/PLCB4/ARAF/CAMK2G/CALM2/PPP3CA 10 KEGG hsa04540 Gap junction 13/1169 88/8135 0.5034 0.7202 0.5084 TUBB3/PRKCA/PDGFRB/PDGFD/ADCY7/LPAR1/ADCY9/ADCY3/ITPR2/PLCB4/MAP3K2/PDGFC/TJP1 13 KEGG hsa04914 Progesterone-mediated oocyte maturation 15/1169 102/8135 0.5046 0.7202 0.5084 PIK3CD/CDC16/CDC25A/PIK3R2/MAPK13/MAD1L1/ADCY7/PIK3R3/ADCY9/ADCY3/ARAF/ANAPC13/PDE3B/CDC23/IGF1 15 KEGG hsa04662 B cell receptor signaling pathway 12/1169 82/8135 0.5209 0.7318 0.5167 NFKBIA/PPP3CC/NFKB1/NFKBIE/PIK3CD/IFITM1/NFKBIB/PIK3R2/PIK3R3/CD79A/PPP3CA/BCL10 12 KEGG hsa04664 Fc epsilon RI signaling pathway 10/1169 68/8135 0.5212 0.7318 0.5167 CSF2/PIK3CD/PRKCA/PLA2G4A/FYN/PLA2G4C/PIK3R2/MAPK13/PIK3R3/TNF 10 KEGG hsa00140 Steroid hormone biosynthesis 9/1169 61/8135 0.5215 0.7318 0.5167 HSD11B1/DHRS11/SRD5A1/CYP1A2/HSD17B12/HSD17B7/HSD17B6/CYP19A1/SULT2B1 9 KEGG hsa00590 Arachidonic acid metabolism 9/1169 61/8135 0.5215 0.7318 0.5167 PTGS2/CBR3/PTGES/PLA2G4A/PLA2G4C/CYP2U1/PLA2G12A/PTGS1/CYP2C19 9 KEGG hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 4/1169 26/8135 0.5255 0.7343 0.5184 PIGV/MPPE1/PIGK/PIGS 4 KEGG hsa01240 Biosynthesis of cofactors 22/1169 153/8135 0.5345 0.7418 0.5237 KYNU/MTHFD2L/IDO1/MAT2A/UGP2/CMPK2/AK1/GMPPB/GCH1/DHRS3/MTHFD2/PNPO/PSAT1/COQ3/PPCS/RGN/ALAS1/HSD17B6/PDXP/RDH13/PTS/BCAT2 22 KEGG hsa04728 Dopaminergic synapse 19/1169 132/8135 0.5352 0.7418 0.5237 PPP3CC/PRKCA/PPP2R1B/CALM1/CAMK2D/GNG11/MAPK13/ARNTL/GRIA3/ITPR2/PLCB4/GNB4/CACNA1B/CAMK2G/PPP2R5E/CALM2/PPP3CA/PPP2R5C/GNG2 19 KEGG hsa05031 Amphetamine addiction 10/1169 69/8135 0.5409 0.7466 0.527 PPP3CC/PRKCA/CALM1/CAMK2D/GRIA3/SIRT1/CAMK2G/CALM2/PPP3CA/GRIN3A 10 KEGG hsa04110 Cell cycle 18/1169 126/8135 0.5501 0.7561 0.5338 CDK6/CCND1/CDC16/CDC25A/E2F2/MAD1L1/CDC14B/TGFB2/GADD45G/CDKN2C/ANAPC13/CDKN1C/YWHAH/ABL1/CDKN1A/TFDP1/CDC23/CDK7 18 KEGG hsa00310 Lysine degradation 9/1169 63/8135 0.5626 0.769 0.5429 ACAT1/HADH/ACAT2/SMYD3/AADAT/PLOD2/SETDB2/ALDH7A1/SETMAR 9 KEGG hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 3/1169 20/8135 0.5641 0.769 0.5429 CHST7/CSGALNACT1/CSGALNACT2 3 KEGG hsa03450 Non-homologous end-joining 2/1169 13/8135 0.5768 0.7831 0.5528 XRCC4/FEN1 2 KEGG hsa04970 Salivary secretion 13/1169 93/8135 0.5885 0.7959 0.5618 KCNN4/PRKCA/CALM1/SLC12A2/ADCY7/DMBT1/ADCY9/ADCY3/ITPR2/PLCB4/CALM2/ADRB3/ATP1A4 13 KEGG hsa03018 RNA degradation 11/1169 79/8135 0.5944 0.8005 0.5651 BTG3/TTC37/ENO2/EXOSC6/DCP1A/PABPC1/DIS3L/BTG2/CNOT8/LSM6/PATL1 11 KEGG hsa00770 Pantothenate and CoA biosynthesis 3/1169 21/8135 0.5987 0.8031 0.5669 ENPP1/PPCS/BCAT2 3 KEGG hsa04915 Estrogen signaling pathway 19/1169 138/8135 0.6179 0.8255 0.5828 PIK3CD/KRT14/CALM1/PIK3R2/KRT16/TGFA/HBEGF/ADCY7/PIK3R3/ADCY9/ADCY3/MMP9/KRT24/ITPR2/PLCB4/CALM2/KRT19/PRKCD/TFF1 19 KEGG hsa04962 Vasopressin-regulated water reabsorption 6/1169 44/8135 0.6209 0.8262 0.5832 DYNC2LI1/DCTN1/ADCY9/ADCY3/DYNLL1/ARHGDIB 6 KEGG hsa04371 Apelin signaling pathway 19/1169 139/8135 0.631 0.8336 0.5885 PPARGC1A/KLF2/CALM1/CCND1/GNG11/ADCY7/GNA13/ADCY9/ADCY3/ITPR2/PLCB4/MEF2C/GNB4/MYLK/CALM2/PRKAB2/SERPINE1/PDE3B/GNG2 19 KEGG hsa00340 Histidine metabolism 3/1169 22/8135 0.6314 0.8336 0.5885 HNMT/ALDH7A1/CNDP2 3 KEGG hsa00030 Pentose phosphate pathway 4/1169 30/8135 0.6436 0.8429 0.5951 PRPS1/PRPS1L1/RGN/ALDOC 4 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 4/1169 30/8135 0.6436 0.8429 0.5951 ACO1/ACAT1/ACAT2/AMT 4 KEGG hsa04723 Retrograde endocannabinoid signaling 20/1169 148/8135 0.6536 0.8514 0.6011 PTGS2/PRKCA/NDUFB7/GNG11/MAPK13/ADCY7/GRIA3/NDUFS4/ADCY9/ADCY3/ITPR2/PLCB4/DAGLA/GNB4/NDUFAB1/CACNA1F/CACNA1B/DAGLB/GABRA3/GNG2 20 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 7/1169 53/8135 0.6551 0.8514 0.6011 BDKRB2/PRKCA/CLTC/ADCY9/PLCB4/VDR/ATP1A4 7 KEGG hsa00515 Mannose type O-glycan biosynthesis 3/1169 23/8135 0.6623 0.854 0.6029 B4GALT3/POMGNT1/ST3GAL3 3 KEGG hsa04964 Proximal tubule bicarbonate reclamation 3/1169 23/8135 0.6623 0.854 0.6029 GLS/GLUD1/ATP1A4 3 KEGG hsa04141 Protein processing in endoplasmic reticulum 23/1169 171/8135 0.6687 0.859 0.6064 ERN1/BAG2/MAN1A1/PPP1R15A/DNAJA1/RAD23B/SEC61G/HERPUD1/MAN1C1/EIF2AK4/CRYAB/DNAJC3/MOGS/RNF5/TRAF2/RAD23A/UBXN1/SSR2/HYOU1/SSR1/DAD1/UBE4B/CAPN2 23 KEGG hsa04973 Carbohydrate digestion and absorption 6/1169 47/8135 0.6861 0.8775 0.6194 PIK3CD/HK2/PIK3R2/PIK3R3/PLCB4/ATP1A4 6 KEGG hsa04977 Vitamin digestion and absorption 3/1169 24/8135 0.6912 0.8775 0.6194 SLC19A3/ABCC1/SLC19A1 3 KEGG hsa01232 Nucleotide metabolism 11/1169 85/8135 0.6936 0.8775 0.6194 TYMP/CMPK2/AK1/AMPD3/ADA/NT5C2/ENPP1/IMPDH2/GUK1/TK2/DCK 11 KEGG hsa04610 Complement and coagulation cascades 11/1169 85/8135 0.6936 0.8775 0.6194 BDKRB1/BDKRB2/SERPINB2/C3/PLAU/VWF/F2R/CFB/SERPINE1/SERPINA1/SERPINF2 11 KEGG hsa04721 Synaptic vesicle cycle 10/1169 78/8135 0.7008 0.8833 0.6236 ATP6V1E2/ATP6V0B/STX3/ATP6V0E2/CLTC/RAB3A/CACNA1B/STXBP1/SYT1/ATP6V1E1 10 KEGG hsa05207 Chemical carcinogenesis - receptor activation 28/1169 212/8135 0.7167 0.8936 0.6308 NFKB1/FGF2/PIK3CD/PRKCA/AHR/VEGFA/GSTO1/RXRA/GSTA4/CCND1/KLF4/CDC25A/PIK3R2/ADCY7/PIK3R3/CYP1A2/ADCY9/KPNA3/ADCY3/VDR/CACNA1F/CACNA1B/FGF5/ADRB3/KPNA2/FGF10/MGST2/STAT3 28 KEGG hsa00592 alpha-Linolenic acid metabolism 3/1169 25/8135 0.7182 0.8936 0.6308 PLA2G4A/PLA2G4C/PLA2G12A 3 KEGG hsa03410 Base excision repair 4/1169 33/8135 0.7184 0.8936 0.6308 POLB/FEN1/MBD4/NEIL3 4 KEGG hsa04972 Pancreatic secretion 13/1169 102/8135 0.7229 0.8936 0.6308 PRKCA/SLC12A2/TRPC1/ADCY7/ADCY9/ADCY3/ITPR2/PLCB4/PLA2G12A/ATP2A2/SLC26A3/ATP1A4/CLCA1 13 KEGG hsa00982 Drug metabolism - cytochrome P450 9/1169 72/8135 0.725 0.8936 0.6308 GSTO1/GSTA4/ADH5/CYP1A2/FMO5/ADH1C/MGST2/FMO4/CYP2C19 9 KEGG hsa04137 Mitophagy - animal 9/1169 72/8135 0.725 0.8936 0.6308 CITED2/SQSTM1/GABARAPL1/MITF/OPTN/BCL2L1/TFE3/TAX1BP1/UBB 9 KEGG hsa03020 RNA polymerase 4/1169 34/8135 0.7405 0.9093 0.642 POLR3GL/POLR3D/POLR3K/POLR1C 4 KEGG hsa00790 Folate biosynthesis 3/1169 26/8135 0.7433 0.9094 0.642 AKR1B1/GCH1/PTS 3 KEGG hsa00480 Glutathione metabolism 7/1169 58/8135 0.7469 0.9105 0.6428 ANPEP/GSTO1/LANCL1/GSTA4/IDH1/CHAC2/MGST2 7 KEGG hsa00511 Other glycan degradation 2/1169 18/8135 0.754 0.9142 0.6454 GLB1/AGA 2 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 19/1169 150/8135 0.7594 0.9142 0.6454 PRKCA/PPP2R1B/CALM1/CAMK2D/ACTC1/MAPK13/ADCY7/ADCY9/ADCY3/PLCB4/TPM4/CACNA1F/CAMK2G/PPP2R5E/CALM2/ATP2A2/PPP2R5C/ATP1A4/MYH6 19 KEGG hsa04975 Fat digestion and absorption 5/1169 43/8135 0.7601 0.9142 0.6454 ABCA1/ACAT1/ACAT2/NPC1L1/PLA2G12A 5 KEGG hsa00330 Arginine and proline metabolism 6/1169 51/8135 0.761 0.9142 0.6454 SAT1/SMOX/P4HA2/GAMT/ALDH7A1/CNDP2 6 KEGG hsa04966 Collecting duct acid secretion 3/1169 27/8135 0.7667 0.9164 0.647 ATP6V1E2/ATP6V0E2/ATP6V1E1 3 KEGG hsa00564 Glycerophospholipid metabolism 12/1169 98/8135 0.7683 0.9164 0.647 PLD1/LPIN1/GPD1L/PLA2G4A/PISD/PLA2G4C/PLA2G12A/DGKI/GPAM/CHKB/LCLAT1/PLD3 12 KEGG hsa00350 Tyrosine metabolism 4/1169 36/8135 0.7809 0.9249 0.6529 IL4I1/FAH/ADH5/ADH1C 4 KEGG hsa03030 DNA replication 4/1169 36/8135 0.7809 0.9249 0.6529 RPA2/PRIM2/FEN1/RFC2 4 KEGG hsa00920 Sulfur metabolism 1/1169 10/8135 0.7882 0.9303 0.6567 PAPSS1 1 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 9/1169 78/8135 0.808 0.9502 0.6708 CBR3/HSD11B1/GSTO1/GSTA4/ADH5/CYP1A2/ADH1C/MGST2/CYP2S1 9 KEGG hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 1/1169 11/8135 0.8187 0.9595 0.6773 COQ3 1 KEGG hsa04974 Protein digestion and absorption 12/1169 103/8135 0.8238 0.962 0.6792 KCNN4/SLC38A2/COL1A1/SLC3A2/COL5A2/COL6A3/COL16A1/COL4A1/COL24A1/COL1A2/ATP1A4/COL5A1 12 KEGG hsa04976 Bile secretion 10/1169 89/8135 0.8416 0.9682 0.6835 SLC2A1/AQP9/SLC22A1/RXRA/ADCY7/ADCY9/ADCY3/ABCC2/ABCG2/ATP1A4 10 KEGG hsa05020 Prion disease 34/1169 273/8135 0.8429 0.9682 0.6835 CCL5/IL6/IL1B/PPP3CC/TUBB3/PSMA6/IL1A/PIK3CD/PSMB7/PPIF/FYN/PSMA3/CYBA/NDUFB7/PIK3R2/MAPK13/PIK3R3/NDUFS4/PSMA1/ITPR2/PSMB2/NDUFAB1/PSMB3/TNF/CACNA1F/CACNA1B/SDHD/PRKCD/PSMA8/PPP3CA/GRIN3A/VDAC1/PSMB5/UQCRHL 34 KEGG hsa05310 Asthma 3/1169 31/8135 0.8432 0.9682 0.6835 CD40/TNF/HLA-DQB1 3 KEGG hsa04927 Cortisol synthesis and secretion 7/1169 65/8135 0.8441 0.9682 0.6835 ADCY7/ADCY9/ADCY3/ITPR2/PLCB4/CACNA1F/ORAI1 7 KEGG hsa05012 Parkinson disease 33/1169 266/8135 0.8458 0.9682 0.6835 SLC39A14/SLC11A2/TUBB3/PSMA6/ERN1/ADORA2A/UBE2L6/DAXX/PSMB7/PPIF/CALM1/CAMK2D/PSMA3/SLC39A10/NDUFB7/UBA7/SLC39A8/NDUFS4/PSMA1/ITPR2/PSMB2/NDUFAB1/BCL2L1/PSMB3/TXN/CAMK2G/CALM2/SDHD/PSMA8/VDAC1/UBB/PSMB5/UQCRHL 33 KEGG hsa05033 Nicotine addiction 4/1169 40/8135 0.8465 0.9682 0.6835 GRIA3/CACNA1B/GABRA3/GRIN3A 4 KEGG hsa05030 Cocaine addiction 5/1169 49/8135 0.8522 0.9708 0.6854 NFKB1/CDK5/DLG4/GRM2/GRIN3A 5 KEGG hsa04136 Autophagy - other 3/1169 32/8135 0.8585 0.9708 0.6854 GABARAPL1/WIPI1/ATG7 3 KEGG hsa00240 Pyrimidine metabolism 6/1169 58/8135 0.8588 0.9708 0.6854 TYMP/CMPK2/NT5C2/ENPP1/TK2/DCK 6 KEGG hsa04918 Thyroid hormone synthesis 8/1169 75/8135 0.863 0.9708 0.6854 PRKCA/TTF2/ADCY7/ADCY9/ADCY3/ITPR2/PLCB4/ATP1A4 8 KEGG hsa03430 Mismatch repair 2/1169 23/8135 0.8633 0.9708 0.6854 RPA2/RFC2 2 KEGG hsa03013 Nucleocytoplasmic transport 12/1169 108/8135 0.8687 0.9736 0.6873 NUP133/NXF1/KPNA3/ACIN1/SUMO3/NXT1/KPNA2/RANBP17/NUP35/TMEM33/XPO7/DDX19A 12 KEGG hsa04140 Autophagy - animal 16/1169 141/8135 0.878 0.9749 0.6882 ERN1/SQSTM1/PIK3CD/DAPK1/GABARAPL1/TP53INP2/CFLAR/IRS1/WIPI1/PIK3R2/EIF2AK4/PIK3R3/ATG7/BCL2L1/CAMKK2/PRKCD 16 KEGG hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 2/1169 24/8135 0.8789 0.9749 0.6882 EXT1/HS2ST1 2 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 7/1169 69/8135 0.8846 0.9749 0.6882 PTGS2/HSD11B1/GSTO1/GSTA4/CYP1A2/MGST2/CYP2C19 7 KEGG hsa00040 Pentose and glucuronate interconversions 3/1169 34/8135 0.8853 0.9749 0.6882 AKR1B1/UGP2/CRYL1 3 KEGG hsa00600 Sphingolipid metabolism 5/1169 52/8135 0.8859 0.9749 0.6882 UGCG/GLA/GLB1/UGT8/SGMS2 5 KEGG hsa04742 Taste transduction 9/1169 86/8135 0.8873 0.9749 0.6882 PDE1C/PDE1A/HCN4/PLCB4/HTR3B/P2RX3/GABRA3/SCNN1A/TAS2R16 9 KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 26/1169 223/8135 0.9001 0.9834 0.6942 SOD2/NFKBIA/PLD1/NFKB1/PIK3CD/AHR/VEGFA/GSTO1/PPIF/GSTA4/CYBA/NDUFB7/PIK3R2/MAPK13/PIK3R3/CYP1A2/NDUFS4/NDUFAB1/ARAF/SDHD/PRKCD/ABL1/VDAC1/PTPN11/MGST2/UQCRHL 26 KEGG hsa00730 Thiamine metabolism 1/1169 15/8135 0.9026 0.9834 0.6942 AK1 1 KEGG hsa04950 Maturity onset diabetes of the young 2/1169 26/8135 0.9054 0.9834 0.6942 NEUROG3/IAPP 2 KEGG hsa03015 mRNA surveillance pathway 10/1169 97/8135 0.9068 0.9834 0.6942 PPP2R1B/CPSF2/NXF1/ACIN1/CPSF6/PABPC1/PPP2R5E/PPP2R5C/NXT1/DDX19A 10 KEGG hsa00360 Phenylalanine metabolism 1/1169 16/8135 0.9166 0.9908 0.6995 IL4I1 1 KEGG hsa04340 Hedgehog signaling pathway 5/1169 56/8135 0.9204 0.9917 0.7001 CCND1/CSNK1G2/CSNK1E/GPR161/CSNK1G3 5 KEGG hsa04744 Phototransduction 2/1169 29/8135 0.9351 1 0.706 CALM1/CALM2 2 KEGG hsa04714 Thermogenesis 26/1169 232/8135 0.9356 1 0.706 PPARGC1A/COX11/NDUFB7/SMARCD3/MAPK13/COX17/ADCY7/CPT1A/ACSL5/NDUFS4/ADCY9/ADCY3/SMARCA2/NDUFAB1/ACTB/SLC25A20/SDHD/ADRB3/PRKAB2/ARID1A/SMARCE1/PPARG/NPPA/ACTG1/UQCRHL/SIRT6 26 KEGG hsa00053 Ascorbate and aldarate metabolism 2/1169 30/8135 0.9428 1 0.706 RGN/ALDH7A1 2 KEGG hsa00531 Glycosaminoglycan degradation 1/1169 19/8135 0.9477 1 0.706 GLB1 1 KEGG hsa00983 Drug metabolism - other enzymes 7/1169 80/8135 0.9533 1 0.706 TYMP/GSTO1/GSTA4/IMPDH2/TK2/MGST2/TPMT 7 KEGG hsa05014 Amyotrophic lateral sclerosis 42/1169 364/8135 0.954 1 0.706 BID/PPP3CC/TUBB3/PSMA6/ERN1/SQSTM1/DAXX/PSMB7/TNFRSF1B/ANXA11/NUP133/PSMA3/WIPI1/NDUFB7/MAPK13/NXF1/DCTN1/NDUFS4/PSMA1/PSMB2/NDUFAB1/OPTN/TRAF2/BCL2L1/PSMB3/PFN2/ACTB/TNF/ACTR10/SDHD/PRPH/PSMA8/PPP3CA/VDAC1/NXT1/SIGMAR1/NUP35/PSMB5/DCTN3/ACTG1/UQCRHL/DNAH6 42 KEGG hsa03010 Ribosome 16/1169 158/8135 0.9559 1 0.706 RPS3A/MRPS9/RPL7/MRPL1/RPL22/RPL36AL/RPL26L1/RPL37A/MRPS18C/MRPL24/RPL15/MRPL14/MRPL3/MRPL13/MRPL17/RPS18 16 KEGG hsa03060 Protein export 1/1169 23/8135 0.9719 1 0.706 SEC61G 1 KEGG hsa04614 Renin-angiotensin system 1/1169 23/8135 0.9719 1 0.706 ANPEP 1 KEGG hsa05150 Staphylococcus aureus infection 8/1169 96/8135 0.9744 1 0.706 ICAM1/C3/KRT14/KRT16/KRT24/CFB/KRT19/HLA-DQB1 8 KEGG hsa04260 Cardiac muscle contraction 7/1169 87/8135 0.975 1 0.706 ACTC1/TPM4/CACNA1F/ATP2A2/ATP1A4/MYH6/UQCRHL 7 KEGG hsa03440 Homologous recombination 2/1169 41/8135 0.9865 1 0.706 RPA2/UIMC1 2 KEGG hsa03460 Fanconi anemia pathway 3/1169 54/8135 0.9886 1 0.706 RPA2/UBE2T/RMI1 3 KEGG hsa00190 Oxidative phosphorylation 11/1169 134/8135 0.9897 1 0.706 ATP6V1E2/COX11/ATP6V0B/ATP6V0E2/NDUFB7/COX17/NDUFS4/NDUFAB1/SDHD/ATP6V1E1/UQCRHL 11 KEGG hsa00860 Porphyrin metabolism 2/1169 43/8135 0.9897 1 0.706 HMOX2/ALAS1 2 KEGG hsa05016 Huntington disease 31/1169 306/8135 0.99 1 0.706 SOD2/TUBB3/PSMA6/ERN1/PPARGC1A/PSMB7/PPIF/PSMA3/WIPI1/NDUFB7/CLTC/DCTN1/GRIA3/NDUFS4/PSMA1/PLCB4/PSMB2/NDUFAB1/TRAF2/PSMB3/CACNA1B/ACTR10/SDHD/DLG4/PSMA8/VDAC1/PPARG/PSMB5/DCTN3/UQCRHL/DNAH6 31 KEGG hsa04613 Neutrophil extracellular trap formation 17/1169 190/8135 0.9914 1 0.706 NFKB1/PIK3CD/PRKCA/C3/AQP9/PPIF/VWF/CYBA/PIK3R2/MAPK13/GSDMD/PIK3R3/PLCB4/ATG7/ACTB/VDAC1/ACTG1 17 KEGG hsa04080 Neuroactive ligand-receptor interaction 36/1169 353/8135 0.9929 1 0.706 BDKRB1/S1PR3/BDKRB2/ADORA2A/C3/GIP/PTGFR/P2RY11/OXTR/EDN1/PTGER2/GHR/ADM2/MC1R/F2R/LPAR1/GRIA3/THRA/ADORA1/P2RX3/CHRNB1/CNR2/IAPP/UTS2R/ADRB3/S1PR5/GRM2/GABRA3/GRIK4/GRIN3A/TAAR2/NMUR2/KISS1R/P2RX7/ADORA3/ADRA2A 36 KEGG hsa00970 Aminoacyl-tRNA biosynthesis 3/1169 66/8135 0.9975 1 0.706 NARS2/FARSB/MARS2 3 KEGG hsa03008 Ribosome biogenesis in eukaryotes 6/1169 109/8135 0.9991 1 0.706 NXF1/RCL1/GNL3/REXO2/NXT1/IMP3 6 KEGG hsa03040 Spliceosome 7/1169 147/8135 1 1 0.706 CCDC12/RBM17/ACIN1/DDX5/LSM6/DDX46/SF3B3 7 KEGG hsa05322 Systemic lupus erythematosus 6/1169 136/8135 1 1 0.706 C3/CD40/TRIM21/TNF/ACTN4/HLA-DQB1 6 KEGG hsa05034 Alcoholism 10/1169 187/8135 1 1 0.706 ADORA2A/CALM1/GNG11/GNB4/ARAF/CAMKK2/CALM2/GRIN3A/SLC29A1/GNG2 10 KEGG hsa04740 Olfactory transduction 22/1169 440/8135 1 1 0.706 PDE1C/CALM1/CAMK2D/PDE1A/RGS2/OR5I1/OR2AE1/ADCY3/OR9A4/CAMK2G/CALM2/OR4N5/OR6V1/OR4F5/OR8U8/OR2T6/OR51G1/OR13C8/OR4C46/OR10X1/OR51M1/OR5M3 22