ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa05166 Human T-cell leukemia virus 1 infection 93/1759 222/8135 4.592e-12 1.534e-09 1.107e-09 MAPK9/PRKACB/IL15/EGR1/AKT2/BCL2L1/PTTG1/IL15RA/ATM/CHEK1/POLB/TGFBR2/ADCY6/IL2RG/JUN/MAD2L1/CRTC1/CCND3/IL1R1/CCNA2/LCK/PIK3CA/ZFP36/VDAC3/CD3E/ADCY7/CCNE2/HLA-DOB/TRRAP/XPO1/STAT5A/CD3D/CD3G/PIK3CB/NFKB2/MAP2K4/CSF2/E2F3/TERT/SMAD2/ITGB2/CRTC3/KAT2B/NFATC4/SRF/CD40/GPS2/FOS/IL2RB/TGFB2/HLA-F/CDKN1A/CCNB2/CDC20/CDC16/JAK1/JAK3/NFYB/HLA-DMB/VAC14/CREBBP/BUB1B/CREB3/TP53/NRAS/ADCY1/MAPK1/MYC/HLA-C/CCNE1/PPP3CC/HLA-DPB1/ETS1/HLA-DPA1/TNFRSF1A/MSX2/PPP3CB/IL6/B2M/BUB3/CDC23/HLA-DMA/HLA-G/SLC25A31/MAD1L1/ADCY8/NFKB1/MAPK8/PIK3R1/PRKACA/ITGAL/ATF6B/HLA-DQB1 93 KEGG hsa05169 Epstein-Barr virus infection 85/1759 202/8135 2.95e-11 4.927e-09 3.556e-09 IRF9/CXCL10/MAPK9/PLCG2/AKT2/FAS/TAP1/HES1/MAP2K7/TAB2/STAT1/MAPK14/BLNK/TRAF6/ENTPD1/PSMC2/OAS2/GADD45B/JUN/CCND3/CCNA2/PIK3CA/CD3E/CCNE2/HLA-DOB/SYK/CD3D/CD3G/PIK3CB/NFKB2/MAP2K4/E2F3/MAP3K7/RBPJL/DDB2/IFNAR1/CD40/FADD/CASP3/PSMD3/HLA-F/NFKBIE/TAPBP/RBPJ/RUNX3/TBK1/CDKN1A/CD247/CD19/JAK1/JAK3/DDX58/HLA-DMB/BTK/PSMD4/TRAF3/TP53/RAC1/MYC/IFNA1/HLA-C/CIR1/CCNE1/HLA-DPB1/CDKN1B/HLA-DPA1/OAS1/IFNAR2/BAK1/IL6/NCOR2/B2M/TRAF5/HLA-DMA/HLA-G/TRADD/NFKB1/IRF7/MAPK8/PIK3R1/PSMD8/HDAC1/CD58/ITGAL/HLA-DQB1 85 KEGG hsa04658 Th1 and Th2 cell differentiation 42/1759 92/8135 2.124e-07 2.364e-05 1.706e-05 JAK2/MAPK9/STAT1/MAPK14/IL2RG/IL13/JUN/LCK/CD3E/HLA-DOB/STAT5A/CD3D/PRKCQ/CD3G/STAT4/RBPJL/FOS/IL2RB/STAT6/NFKBIE/RBPJ/RUNX3/CD247/JAK1/JAK3/HLA-DMB/IL5/MAPK1/IFNGR2/PPP3CC/HLA-DPB1/HLA-DPA1/PPP3CB/HLA-DMA/MAML3/NFKB1/LAT/IFNG/MAML1/MAPK8/PLCG1/HLA-DQB1 42 KEGG hsa04659 Th17 cell differentiation 46/1759 108/8135 6.915e-07 5.774e-05 4.167e-05 JAK2/MAPK9/STAT1/IL27RA/MAPK14/IL21R/TGFBR2/IL2RG/JUN/RXRB/IL1R1/LCK/CD3E/HLA-DOB/STAT5A/CD3D/IL6ST/PRKCQ/CD3G/SMAD2/FOS/IL2RB/STAT6/NFKBIE/CD247/HSP90AA1/JAK1/JAK3/HLA-DMB/MAPK1/IFNGR2/FOXP3/PPP3CC/HLA-DPB1/HLA-DPA1/PPP3CB/IL6/HLA-DMA/NFKB1/LAT/IFNG/MAPK8/IL23A/PLCG1/AHR/HLA-DQB1 46 KEGG hsa05170 Human immunodeficiency virus 1 infection 76/1759 212/8135 1.082e-06 6.384e-05 4.607e-05 MAPK9/PLCG2/AKT2/FAS/BCL2L1/GNAI3/TAP1/CCR5/MAP2K7/ATM/TAB2/PAK2/FBXW11/CHEK1/MAPK14/RBX1/TRAF6/AP1S2/JUN/GNG3/PIK3CA/CD3E/CCNB1/WEE1/PXN/PRKCB/AP1S1/APOBEC3G/CD3D/CD3G/PAK3/PIK3CB/MAP3K7/APOBEC3B/ITPR2/NFATC4/APOBEC3C/FOS/CDK1/FADD/CASP3/HLA-F/TAPBP/TBK1/TNFRSF1B/CCNB2/CD247/CXCR4/GNA11/DCAF1/GNAI2/NRAS/RAC1/MAPK1/IFNA1/HLA-C/ITPR1/PPP3CC/GNB3/TNFRSF1A/BAK1/PPP3CB/B2M/TRAF5/CALML3/CALM1/HLA-G/TRADD/RNF7/RAC2/NFKB1/PAK1/TRIM5/MAPK8/PIK3R1/PLCG1 76 KEGG hsa04110 Cell cycle 51/1759 126/8135 1.147e-06 6.384e-05 4.607e-05 PTTG1/ATM/PCNA/CHEK1/RBX1/CDC7/CDK7/GADD45B/MAD2L1/CCND3/CCNA2/CCNB1/WEE1/CCNE2/MCM5/SMC1A/YWHAZ/CDC6/TTK/E2F3/SMAD2/CDC45/MCM2/ORC3/CDK1/TGFB2/MCM6/ORC4/CDKN1A/MCM3/CCNB2/YWHAH/CDC20/CDC25B/CDC16/CREBBP/BUB1B/STAG2/TP53/MYC/STAG1/RBL1/CCNE1/CDKN1B/E2F4/BUB3/CDC23/MAD1L1/ZBTB17/CDKN2D/HDAC1 51 KEGG hsa05164 Influenza A 64/1759 171/8135 1.421e-06 6.782e-05 4.895e-05 JAK2/IRF9/CXCL10/IFIH1/AKT2/SOCS3/FAS/STAT1/TNFSF10/CCL5/OAS2/CCND3/TLR3/PIK3CA/TRIM25/HLA-DOB/PRKCB/XPO1/CASP1/NXT2/TNFRSF10B/PIK3CB/RAB11A/IFNAR1/TPSD1/TLR7/FADD/CASP3/TBK1/TMPRSS2/PRSS2/TPSAB1/MX1/JAK1/DDX58/HLA-DMB/CREBBP/TRAF3/NXF3/TPSB2/MAPK1/IFNGR2/IFNA1/PLG/RNASEL/MX2/HLA-DPB1/IL18/HLA-DPA1/TNFRSF1A/OAS1/IFNAR2/BAK1/IL6/HLA-DMA/SLC25A31/TRADD/NFKB1/ADAR/IRF7/IFNG/PYCARD/PIK3R1/HLA-DQB1 64 KEGG hsa04380 Osteoclast differentiation 51/1759 128/8135 2.004e-06 8.369e-05 6.04e-05 IRF9/MAPK9/PLCG2/JUNB/AKT2/SOCS3/MAP2K7/TAB2/STAT1/FCGR2B/MAPK14/BLNK/TRAF6/TGFBR2/FOSB/JUN/IL1R1/LCK/PIK3CA/SYK/SIRPG/PIK3CB/NFKB2/MAP3K7/IFNAR1/CSF1R/FOS/TGFB2/FOSL2/ITGB3/JAK1/SQSTM1/BTK/RAC1/MAPK1/IFNGR2/JUND/PPP3CC/NCF4/CSF1/TNFRSF1A/LILRB5/IFNAR2/PPP3CB/LILRA5/LILRB2/LILRB4/NFKB1/IFNG/MAPK8/PIK3R1 51 KEGG hsa05162 Measles 54/1759 139/8135 2.537e-06 9.416e-05 6.796e-05 IRF9/MAPK9/IFIH1/AKT2/FAS/BCL2L1/TAB2/STAT1/FCGR2B/TRAF6/IL2RG/OAS2/JUN/CCND3/SLAMF1/PIK3CA/CD3E/CCNE2/STAT5A/CD3D/CD3G/PIK3CB/MAP3K7/IFNAR1/TLR7/FOS/FADD/CASP3/IL2RB/EIF2AK1/TBK1/MX1/JAK1/JAK3/DDX58/TRAF3/TP53/IFNA1/MX2/CCNE1/CDKN1B/OAS1/IFNAR2/BAK1/IL6/HSPA1L/CD46/TRADD/NFKB1/ADAR/IRF7/RAB9A/MAPK8/PIK3R1 54 KEGG hsa04660 T cell receptor signaling pathway 43/1759 104/8135 4.072e-06 0.000136 9.816e-05 MAPK9/MALT1/AKT2/MAP2K7/PAK2/MAPK14/NCK1/JUN/PTPRC/LCK/PIK3CA/CD3E/CD8A/RASGRP1/VAV2/CD3D/PRKCQ/CD3G/PAK3/PIK3CB/CSF2/MAP3K7/FOS/ITK/NFKBIE/CD247/IL10/IL5/CTLA4/PTPN6/NRAS/MAPK1/PPP3CC/CD40LG/VAV1/PPP3CB/NFKB1/LAT/PAK1/IFNG/MAPK8/PIK3R1/PLCG1 43 KEGG hsa04010 MAPK signaling pathway 96/1759 294/8135 5.344e-06 0.0001622 0.0001171 MAPK9/PRKACB/FGFR1/AKT2/FAS/PTPN7/TAOK3/MAP2K7/TAB2/PAK2/DUSP1/MAPK14/TRAF6/TGFBR2/CACNA1I/FGF21/GADD45B/JUN/RASA1/IL1R1/PRKCB/CACNA1B/RASGRP1/PLA2G4A/FGFR4/STMN1/PPP5C/NFKB2/MAP3K11/MAP2K4/CACNG2/MAP3K7/RASGRF1/NTRK2/RPS6KA1/FLNB/SRF/CSF1R/FOS/CASP3/TAOK1/TGFB2/DUSP9/NLK/LAMTOR3/NTRK1/FGF5/MAPK8IP2/CDC25B/CACNG5/CACNG1/EGFR/PDGFC/ARAF/CACNA1S/MAX/TP53/NRAS/EREG/RAC1/MAPK1/NF1/NR4A1/RPS6KA5/MYC/JUND/PLA2G4C/PPP3CC/MAPT/FLT3LG/CSF1/FGF17/TNFRSF1A/MAP4K1/EFNA5/CACNA1H/PPP3CB/CACNA1E/AREG/PDGFA/ANGPT2/RRAS/BDNF/HSPA1L/EFNA4/TRADD/MAPK8IP3/RAC2/NFKB1/PAK1/MAPK8/PRKACA/MAP3K2/RPS6KA4/CD14/RASA2 96 KEGG hsa03440 Homologous recombination 22/1759 41/8135 6.746e-06 0.0001878 0.0001355 TOPBP1/ATM/POLD3/MRE11/RPA3/XRCC3/XRCC2/RAD51D/PALB2/BLM/BRCA2/TOP3A/RPA4/BRCC3/RAD52/BARD1/RPA2/TOP3B/RBBP8/NBN/RAD51B/RPA1 22 KEGG hsa03030 DNA replication 20/1759 36/8135 8.83e-06 0.0002269 0.0001637 RFC4/PCNA/RNASEH2A/POLD3/RPA3/RFC1/POLA1/MCM5/RFC3/MCM2/MCM6/RPA4/MCM3/RFC5/RPA2/FEN1/RPA1/RNASEH2B/DNA2/POLE 20 KEGG hsa05161 Hepatitis B 58/1759 162/8135 2.096e-05 5e-04 0.0003609 JAK2/MAPK9/IFIH1/AKT2/FAS/MAP2K7/TAB2/STAT1/PCNA/MAPK14/TRAF6/TGFBR2/JUN/TLR3/CCNA2/PIK3CA/VDAC3/CCNE2/PRKCB/STAT5A/YWHAZ/PIK3CB/MAP2K4/E2F3/MAP3K7/STAT4/DDB2/IFNAR1/NFATC4/FOS/FADD/CASP3/TGFB2/STAT6/TBK1/CDKN1A/JAK1/JAK3/DDX58/ARAF/CREBBP/TRAF3/HSPG2/CREB3/TP53/NRAS/MAPK1/MYC/IFNA1/ATP6AP1/CCNE1/IL6/EGR3/NFKB1/IRF7/MAPK8/PIK3R1/ATF6B 58 KEGG hsa05203 Viral carcinogenesis 69/1759 204/8135 3.175e-05 0.0007071 0.0005103 GSN/IRF9/PRKACB/SCIN/HDAC6/CCR5/GTF2E1/HDAC3/CHEK1/POLB/JUN/CCND3/CCNA2/GTF2E2/PIK3CA/VDAC3/HPN/CCNE2/SYK/TRAF1/PXN/STAT5A/GTF2H1/YWHAZ/IL6ST/PIK3CB/NFKB2/RBPJL/KAT2B/SRF/CDK1/CASP3/HLA-F/RBPJ/CDKN1A/YWHAH/CDC20/JAK1/JAK3/HDAC7/VAC14/CREBBP/TRAF3/CREB3/TP53/NRAS/RAC1/MAPK1/HLA-C/CHD4/RBL1/CCNE1/CDKN1B/HNRNPK/REL/BAK1/TRAF5/GTF2B/EGR3/HLA-G/MAD1L1/TRADD/NFKB1/IRF7/PIK3R1/PRKACA/HDAC1/ATF6B/RASA2 69 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 66/1759 194/8135 3.82e-05 0.0007975 0.0005755 JAK2/MICB/IRF9/MAPK9/PLCG2/AKT2/FAS/CCR5/MAP2K7/CTNNB1/STAT1/MAPK14/LEF1/JUN/GNG3/TLR3/PIK3CA/ZFP36/SYK/IL6ST/UBC/PIK3CB/MAP2K4/CSF2/E2F3/ITPR2/IFNAR1/NFATC4/FOS/FADD/CASP3/PIK3R5/PTGS2/HLA-F/CD86/TBK1/CDKN1A/JAK1/CREBBP/TRAF3/TP53/NRAS/RAC1/MAPK1/MYC/CLEC2B/IFNA1/HLA-C/ITPR1/PPP3CC/GNB3/TNFRSF1A/IFNAR2/BAK1/PPP3CB/IL6/ANGPT2/CALML3/CALM1/HLA-G/TRADD/NFKB1/IRF7/MAPK8/PIK3R1/PLCG1 66 KEGG hsa04630 JAK-STAT signaling pathway 57/1759 162/8135 4.368e-05 0.0008582 0.0006194 JAK2/IRF9/IL15/AKT2/SOCS3/BCL2L1/IL15RA/STAT1/OSM/IL27RA/IL21R/CTF1/IL2RG/IL13/LIF/CCND3/PIK3CA/EPOR/STAT5A/IL6ST/CSF2RB/PIK3CB/CSF2/STAT4/IFNAR1/IL2RB/STAM2/CSH1/STAT6/CDKN1A/IL7/IL10RB/IL10RA/JAK1/JAK3/EGFR/MCL1/IL10/CREBBP/PTPN2/IL5/PTPN6/IL7R/MYC/IFNGR2/IFNA1/IFNAR2/IL6/PDGFA/CNTFR/IL11/PIAS1/EPO/IFNG/PIK3R1/IL23A/SOCS2 57 KEGG hsa04668 TNF signaling pathway 42/1759 112/8135 8.475e-05 0.001573 0.001135 CXCL10/MAPK9/JUNB/IL15/AKT2/SOCS3/FAS/MAP2K7/TAB2/BIRC3/CCL5/MAPK14/LIF/JUN/PIK3CA/TRAF1/PIK3CB/MAP2K4/CSF2/MAP3K7/MMP14/FOS/FADD/CASP3/PTGS2/TNFRSF1B/NOD2/TRAF3/CREB3/MAPK1/RPS6KA5/CSF1/TNFRSF1A/IL6/TRAF5/TRADD/NFKB1/MAPK8/PIK3R1/BAG4/RPS6KA4/ATF6B 42 KEGG hsa04064 NF-kappa B signaling pathway 39/1759 104/8135 0.0001499 0.002635 0.001902 PLCG2/MALT1/BCL2L1/ATM/TAB2/BIRC3/BLNK/TRAF6/PARP1/GADD45B/IL1R1/LCK/TRIM25/SYK/TRAF1/PRKCB/PRKCQ/NFKB2/MAP3K7/CD40/PTGS2/CARD14/CCL13/DDX58/UBE2I/BTK/TRAF3/PIDD1/TNFRSF1A/CD40LG/TRAF5/TRADD/PLAU/NFKB1/LAT/LY96/PLCG1/LTB/CD14 39 KEGG hsa04935 Growth hormone synthesis, secretion and action 43/1759 119/8135 0.0001869 0.003051 0.002202 JAK2/MAPK9/PLCG2/PRKACB/JUNB/AKT2/SOCS3/GNAI3/STAT1/MAPK14/ADCY6/PIK3CA/ADCY7/PRKCB/STAT5A/SSTR1/PIK3CB/MAP2K4/ITPR2/FOS/CSH1/SSTR3/CREBBP/CACNA1S/GNA11/CREB3/GNAI2/NRAS/ADCY1/MAPK1/ITPR1/GHSR/IGFALS/SSTR2/IRS2/SHC1/ADCY8/MAPK8/PIK3R1/PRKACA/PLCG1/SOCS2/ATF6B 43 KEGG hsa05135 Yersinia infection 48/1759 137/8135 0.0001918 0.003051 0.002202 MAPK9/SKAP2/AKT2/MAP2K7/TAB2/PIP5K1A/ELMO1/MAPK14/TRAF6/JUN/ACTR2/ARPC5/LCK/PIK3CA/PXN/CD8A/VAV2/CASP1/PIP5K1B/ITGA4/PIK3CB/MAP2K4/MAP3K7/RPS6KA1/BAIAP2/FOS/GIT2/TBK1/ROCK1/IL10/FN1/WASL/RAC1/MAPK1/FYB1/IL18/WIPF1/VAV1/IL6/RAC2/ACTR3/NFKB1/LAT/PYCARD/MAPK8/PIK3R1/PLCG1/PKN1 48 KEGG hsa04218 Cellular senescence 53/1759 156/8135 0.0002238 0.003398 0.002452 AKT2/HIPK2/ATM/FBXW11/CHEK1/MAPK14/MRE11/TGFBR2/RAD1/GADD45B/CCND3/CCNA2/PIK3CA/VDAC3/CCNB1/CCNE2/HIPK1/PIK3CB/E2F3/SMAD2/ITPR2/PPID/NFATC4/CDK1/TGFB2/HLA-F/CDKN1A/CCNB2/PPP1CA/SQSTM1/ZFP36L1/TP53/NRAS/MAPK1/MYC/HLA-C/ITPR1/RBL1/CCNE1/PPP3CC/RHEB/ETS1/NBN/E2F4/PPP3CB/IL6/RRAS/CALML3/CALM1/HLA-G/SLC25A31/NFKB1/PIK3R1 53 KEGG hsa05160 Hepatitis C 53/1759 157/8135 0.0002682 0.003895 0.002811 IRF9/CXCL10/AKT2/SOCS3/FAS/CTNNB1/STAT1/TRAF6/OAS2/TLR3/LDLR/PIK3CA/PPP2CB/YWHAZ/PIK3CB/E2F3/IFNAR1/CLDN11/FADD/CASP3/EIF2AK1/TBK1/CDKN1A/YWHAH/MX1/JAK1/DDX58/EGFR/ARAF/TRAF3/TP53/NRAS/MAPK1/MYC/IFNA1/RNASEL/PPP2R1A/MX2/NR1H3/TNFRSF1A/PPP2CA/PPP2R1B/OAS1/IFNAR2/BAK1/PIAS1/TRADD/NFKB1/EIF3E/IRF7/IFNG/PIK3R1/IFIT1 53 KEGG hsa05132 Salmonella infection 77/1759 249/8135 0.000324 0.004509 0.003254 MAPK9/AKT2/EXOC5/EXOC2/MAP2K7/TAB2/CTNNB1/TNFSF10/ACTR10/BIRC3/ELMO1/MAPK14/RIPK2/TRAF6/PLEKHM2/LEF1/ABI1/JUN/ACTR2/ACBD3/PTPRC/ARPC5/CYFIP2/PIK3CA/DYNC1I2/CASP1/TNFRSF10B/PAK3/PIK3CB/MAP2K4/ARL8B/GSDMD/MAP3K7/CYTH3/CYTH1/MYL5/VPS41/FLNB/DCTN3/ANXA2/FOS/FADD/CASP3/GCC2/RHOH/HSP90AA1/TUBA8/TUBB/VPS39/WASL/EXOC7/DYNLT1/RAC1/MAPK1/TUBA1A/MYC/RHOB/TUBB2A/IL18/TNFRSF1A/BAK1/IL6/RRAS/VPS11/DYNC1LI1/TXN2/TRADD/ACTR3/NFKB1/KLC1/PAK1/RAB9A/PYCARD/MAPK8/LY96/PKN1/CD14 77 KEGG hsa05340 Primary immunodeficiency 18/1759 38/8135 0.0003686 0.004924 0.003554 RFX5/TAP1/BLNK/IL2RG/PTPRC/LCK/CD3E/CD8A/AIRE/CD3D/CD40/CD19/RFXANK/JAK3/BTK/IL7R/CD40LG/ADA 18 KEGG hsa05140 Leishmaniasis 30/1759 77/8135 0.0003954 0.00508 0.003666 JAK2/TAB2/STAT1/EEF1A1/MAPK14/TRAF6/JUN/HLA-DOB/PRKCB/ITGA4/MAP3K7/ITGB2/FOS/TGFB2/PTGS2/JAK1/HLA-DMB/IL10/PTPN6/MARCKSL1/MAPK1/IFNGR2/NCF4/HLA-DPB1/CR1/HLA-DPA1/HLA-DMA/NFKB1/IFNG/HLA-DQB1 30 KEGG hsa04140 Autophagy - animal 48/1759 141/8135 0.0004124 0.005101 0.003681 GABARAPL1/MAPK9/PRKACB/AKT2/BCL2L1/RAB8A/ATG4A/TRAF6/MTMR4/PIK3CA/PPP2CB/SH3GLB1/VAMP8/ATG2B/MTMR14/PRKCQ/PIK3CB/MAP3K7/MTMR3/STK11/DDIT4/TBK1/ATG5/PRKCD/SQSTM1/ATG13/UVRAG/NRAS/WIPI1/MAPK1/ITPR1/RUBCN/RHEB/PPP2CA/ATG4B/RRAS/IRS2/ERN1/LAMP1/RRAGC/ATG16L1/DAPK2/MAPK8/PIK3R1/PRKAA2/PRKACA/SNAP29/ULK1 48 KEGG hsa04650 Natural killer cell mediated cytotoxicity 45/1759 131/8135 0.0004938 0.00589 0.004251 MICB/PLCG2/FAS/TNFSF10/LCK/ICAM2/PIK3CA/SYK/PRKCB/VAV2/TNFRSF10B/PIK3CB/CSF2/PRF1/ITGB2/IFNAR1/SH2D1A/CASP3/CD247/NCR2/CD48/ARAF/KIR2DS3/PTPN6/NRAS/RAC1/MAPK1/IFNGR2/IFNA1/HLA-C/PPP3CC/IFNAR2/VAV1/PPP3CB/NCR1/HLA-G/SHC1/KLRD1/RAC2/LAT/PAK1/IFNG/PIK3R1/PLCG1/ITGAL 45 KEGG hsa04662 B cell receptor signaling pathway 31/1759 82/8135 0.0005886 0.006779 0.004892 PLCG2/MALT1/AKT2/FCGR2B/BLNK/CD72/JUN/PIK3CA/SYK/PRKCB/VAV2/PIK3CB/FOS/NFKBIE/CD19/BTK/PTPN6/NRAS/RAC1/MAPK1/PPP3CC/CD79B/LILRB5/VAV1/PPP3CB/LILRA5/LILRB2/LILRB4/RAC2/NFKB1/PIK3R1 31 KEGG hsa04620 Toll-like receptor signaling pathway 37/1759 104/8135 0.0007195 0.00801 0.005781 CXCL10/MAPK9/CXCL9/AKT2/MAP2K7/TAB2/STAT1/CCL5/MAPK14/TRAF6/CXCL11/JUN/TLR3/PIK3CA/TLR8/PIK3CB/MAP2K4/MAP3K7/IFNAR1/TLR7/CD40/FOS/FADD/CD86/TBK1/TRAF3/RAC1/MAPK1/IFNA1/IFNAR2/IL6/NFKB1/IRF7/MAPK8/PIK3R1/LY96/CD14 37 KEGG hsa05145 Toxoplasmosis 39/1759 112/8135 0.0008467 0.009122 0.006584 JAK2/MAPK9/AKT2/BCL2L1/GNAI3/CCR5/TAB2/STAT1/BIRC3/MAPK14/TRAF6/LDLR/HLA-DOB/MAP3K7/CD40/CASP3/PIK3R5/TGFB2/IL10RB/IL10RA/LAMC3/JAK1/HLA-DMB/IL10/GNAI2/MAPK1/IFNGR2/HLA-DPB1/HLA-DPA1/TNFRSF1A/CD40LG/PPIF/HLA-DMA/HSPA1L/NFKB1/IFNG/MAPK8/LY96/HLA-DQB1 39 KEGG hsa03420 Nucleotide excision repair 20/1759 47/8135 0.0009937 0.0101 0.007286 RFC4/PCNA/POLD3/RBX1/RPA3/CDK7/RFC1/RFC3/GTF2H1/DDB2/XPA/RPA4/ERCC8/RFC5/RPA2/XPC/RPA1/ERCC5/POLE/RAD23B 20 KEGG hsa05142 Chagas disease 36/1759 102/8135 0.0009975 0.0101 0.007286 MAPK9/AKT2/FAS/GNAI3/CCL5/MAPK14/TRAF6/TGFBR2/JUN/PIK3CA/CD3E/PPP2CB/CD3D/CD3G/PIK3CB/MAP2K4/SMAD2/FOS/FADD/TGFB2/CD247/IL10/GNA11/GNAI2/ADCY1/MAPK1/IFNGR2/PPP2R1A/TNFRSF1A/PPP2CA/PPP2R1B/IL6/NFKB1/IFNG/MAPK8/PIK3R1 36 KEGG hsa05165 Human papillomavirus infection 95/1759 331/8135 0.001197 0.01138 0.008215 IRF9/PRKACB/AKT2/FAS/ATP6V1D/HES1/ATM/CTNNB1/STAT1/TUBG1/ATP6V1H/COL6A1/MPP5/ITGB4/PRKCZ/LLGL2/CCND3/ATP6V0E1/TLR3/CCNA2/FZD2/PIK3CA/CCNE2/PPP2CB/PXN/ITGA7/ATP6V1E1/ITGA4/HEYL/WNT7A/PIK3CB/TERT/RBPJL/FZD3/MFNG/IFNAR1/TNXB/FADD/CASP3/ATP6V1A/MAGI1/PTGS2/HLA-F/ITGB3/RBPJ/WNT5A/TBK1/CDKN1A/MX1/LAMC3/JAK1/EGFR/FZD9/FN1/CREBBP/PPP2R5C/TRAF3/CREB3/FZD1/TP53/NRAS/MAPK1/PSEN1/IFNA1/HLA-C/ATP6AP1/PPP2R1A/CHD4/MX2/RBL1/CCNE1/ITGB7/CDKN1B/WNT6/RHEB/TNFRSF1A/PPP2CA/PPP2R1B/IFNAR2/BAK1/ATP6V1B1/HES2/LFNG/HLA-G/TRADD/MAML3/NFKB1/THBS2/MAML1/PIK3R1/PRKACA/COL4A3/HDAC1/WNT1/FZD6 95 KEGG hsa05330 Allograft rejection 17/1759 38/8135 0.001201 0.01138 0.008215 FAS/HLA-DOB/PRF1/CD40/HLA-F/CD86/HLA-DMB/IL10/IL5/HLA-C/HLA-DPB1/HLA-DPA1/CD40LG/HLA-DMA/HLA-G/IFNG/HLA-DQB1 17 KEGG hsa03430 Mismatch repair 12/1759 23/8135 0.001227 0.01138 0.008215 RFC4/MLH1/PCNA/POLD3/RPA3/RFC1/RFC3/MSH2/RPA4/RFC5/RPA2/RPA1 12 KEGG hsa04934 Cushing syndrome 50/1759 155/8135 0.001262 0.01139 0.00822 PRKACB/GNAI3/CTNNB1/CACNA1I/LEF1/ADCY6/FZD2/LDLR/ADCY7/CCNE2/KCNK3/AGT/WNT7A/NR5A1/E2F3/ITPR2/FZD3/KCNK2/WNT5A/CDKN1A/EGFR/FZD9/CACNA1S/WDR5B/GNA11/CREB3/CYP17A1/FZD1/GNAI2/ADCY1/MAPK1/NR4A1/ITPR1/CCNE1/CDKN1B/WNT6/CACNA1H/USP8/CAMK2B/CRH/ASH2L/ADCY8/PRKACA/PDE8A/WNT1/RBBP5/AIP/AHR/FZD6/ATF6B 50 KEGG hsa05321 Inflammatory bowel disease 25/1759 65/8135 0.001457 0.01281 0.009243 STAT1/IL21R/IL2RG/IL13/JUN/HLA-DOB/STAT4/SMAD2/TGFB2/STAT6/NOD2/HLA-DMB/IL10/IL5/IFNGR2/FOXP3/HLA-DPB1/IL18/HLA-DPA1/IL6/HLA-DMA/NFKB1/IFNG/IL23A/HLA-DQB1 25 KEGG hsa04666 Fc gamma R-mediated phagocytosis 34/1759 97/8135 0.001558 0.01334 0.009628 GSN/PLCG2/AKT2/SCIN/PIP5K1A/FCGR2B/ACTR2/PTPRC/ARPC5/PIK3CA/PLA2G6/SYK/PRKCB/VAV2/PLA2G4A/PIP5K1B/PIK3CB/PRKCD/ASAP1/PLPP3/MARCKSL1/RAC1/MAPK1/PRKCE/PLA2G4C/BIN1/VAV1/RAC2/ACTR3/LAT/PAK1/PIK3R1/PLD1/PLCG1 34 KEGG hsa04657 IL-17 signaling pathway 33/1759 94/8135 0.00176 0.0147 0.01061 CXCL10/MAPK9/TAB2/MAPK14/TRAF6/FOSB/IL13/MUC5AC/JUN/MAPK4/IL17RC/CSF2/MAP3K7/FOS/FADD/CASP3/IL17B/PTGS2/TBK1/HSP90AA1/IL5/TRAF3/USP25/MAPK1/JUND/MMP1/IL6/TRAF5/TRADD/NFKB1/MMP13/IFNG/MAPK8 33 KEGG hsa04114 Oocyte meiosis 43/1759 131/8135 0.001836 0.01496 0.01079 PRKACB/PTTG1/FBXW11/MAPK14/RBX1/ADCY6/MAD2L1/CCNB1/ADCY7/CCNE2/PPP2CB/SMC1A/SPDYE2/YWHAZ/ITPR2/RPS6KA1/CDK1/CCNB2/YWHAH/AR/CDC20/PPP1CA/CDC16/AURKA/CPEB3/PPP2R5C/ADCY1/MAPK1/ITPR1/PPP2R1A/CCNE1/PPP3CC/PPP2CA/PPP2R1B/PPP3CB/CDC23/CALML3/CALM1/CAMK2B/MAD1L1/REC8/ADCY8/PRKACA 43 KEGG hsa04930 Type II diabetes mellitus 19/1759 46/8135 0.002014 0.01602 0.01156 MAPK9/SOCS3/PRKCZ/PIK3CA/CACNA1B/PIK3CB/PRKCD/SLC2A2/GCK/MAPK1/PRKCE/ABCC8/CACNA1E/PKLR/PDX1/IRS2/MAPK8/PIK3R1/SOCS2 19 KEGG hsa04210 Apoptosis 44/1759 136/8135 0.00225 0.0171 0.01234 MAPK9/AKT2/FAS/BCL2L1/ATM/TNFSF10/BIRC3/PARP1/GADD45B/JUN/CTSW/PARP2/PIK3CA/TRAF1/CSF2RB/TNFRSF10B/PIK3CB/PARP4/CTSC/ITPR2/PRF1/FOS/FADD/CASP3/CTSH/NTRK1/TUBA8/MCL1/CTSO/TP53/NRAS/DIABLO/MAPK1/TUBA1A/PIDD1/ITPR1/TNFRSF1A/BAK1/ERN1/TRADD/NFKB1/MAPK8/PIK3R1/AIFM1 44 KEGG hsa05163 Human cytomegalovirus infection 67/1759 225/8135 0.002272 0.0171 0.01234 PRKACB/AKT2/FAS/GNAI3/TAP1/CCR5/CTNNB1/CCL5/MAPK14/PTGER1/ADCY6/GNG3/IL1R1/AKAP13/PIK3CA/ADCY7/PXN/PRKCB/PIK3CB/E2F3/ITPR2/NFATC4/FADD/CASP3/PTGS2/HLA-F/ITGB3/TAPBP/TBK1/CDKN1A/ROCK1/IL10RB/IL10RA/JAK1/EGFR/CXCR4/GNA11/CREB3/TP53/GNAI2/NRAS/RAC1/ADCY1/MAPK1/MYC/IFNA1/HLA-C/ITPR1/PPP3CC/RHEB/GNB3/TNFRSF1A/BAK1/PPP3CB/IL6/B2M/TRAF5/CALML3/CALM1/HLA-G/TRADD/ADCY8/RAC2/NFKB1/PIK3R1/PRKACA/ATF6B 67 KEGG hsa04640 Hematopoietic cell lineage 34/1759 99/8135 0.002304 0.0171 0.01234 CD38/IL1R1/CD3E/HLA-DOB/EPOR/CD8A/CD2/CD3D/ITGA4/CD3G/CSF2/MS4A1/CSF1R/ITGB3/IL7/CD19/HLA-DMB/IL5/DNTT/IL7R/HLA-DPB1/CR1/FLT3LG/CSF1/HLA-DPA1/IL6/CD37/CD5/HLA-DMA/IL11/EPO/GP9/CD14/HLA-DQB1 34 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 31/1759 89/8135 0.002748 0.01974 0.01424 JAK2/AKT2/STAT1/MAPK14/TRAF6/JUN/LCK/PIK3CA/CD3E/RASGRP1/CD3D/PRKCQ/CD3G/PIK3CB/ALK/FOS/NFKBIE/CD247/JAK1/EGFR/PTPN6/NRAS/MAPK1/IFNGR2/PPP3CC/PPP3CB/NFKB1/LAT/IFNG/PIK3R1/PLCG1 31 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 34/1759 100/8135 0.002781 0.01974 0.01424 JAK2/MAPK9/PLCG2/EGR1/AKT2/STAT1/MAPK14/TGFBR2/PRKCZ/JUN/PIK3CA/PRKCB/STAT5A/AGT/PIK3CB/SMAD2/CASP3/TGFB2/PRKCD/FN1/NRAS/RAC1/MAPK1/PRKCE/NOX4/THBD/CDKN1B/IL6/PLCD1/NFKB1/MAPK8/PIK3R1/PLCG1/COL4A3 34 KEGG hsa04625 C-type lectin receptor signaling pathway 35/1759 104/8135 0.002948 0.01974 0.01424 IRF9/MAPK9/PLCG2/MALT1/AKT2/STAT1/MAPK14/JUN/PIK3CA/SYK/CASP1/PIK3CB/NFKB2/ITPR2/NFATC4/PTGS2/PRKCD/IL10/NRAS/MAPK1/ITPR1/PPP3CC/PPP3CB/IL6/RRAS/CALML3/CALM1/EGR3/NFKB1/PAK1/PYCARD/MAPK8/PIK3R1/IL23A/CLEC1B 35 KEGG hsa04912 GnRH signaling pathway 32/1759 93/8135 0.002952 0.01974 0.01424 MAPK9/PRKACB/EGR1/MAP2K7/MAPK14/ADCY6/JUN/ADCY7/PRKCB/PLA2G4A/MAP2K4/ITPR2/MMP14/PRKCD/EGFR/CACNA1S/GNA11/NRAS/ADCY1/MAPK1/ITPR1/PLA2G4C/FSHB/CALML3/CALM1/CAMK2B/GNRH2/ADCY8/MAPK8/PRKACA/PLD1/MAP3K2 32 KEGG hsa04664 Fc epsilon RI signaling pathway 25/1759 68/8135 0.003011 0.01974 0.01424 MAPK9/PLCG2/AKT2/MAP2K7/MAPK14/IL13/PIK3CA/SYK/VAV2/PLA2G4A/PIK3CB/MAP2K4/CSF2/BTK/IL5/NRAS/RAC1/MAPK1/PLA2G4C/VAV1/RAC2/LAT/MAPK8/PIK3R1/PLCG1 25 KEGG hsa04071 Sphingolipid signaling pathway 39/1759 119/8135 0.003014 0.01974 0.01424 MAPK9/AKT2/GNAI3/SGPP1/MAPK14/CERS6/PRKCZ/PIK3CA/PPP2CB/PRKCB/SPTLC3/PIK3CB/SGPL1/SMPD2/ROCK1/S1PR5/PPP2R5C/TP53/GNAI2/NRAS/RAC1/SPTLC2/MAPK1/PRKCE/PPP2R1A/ADORA1/TNFRSF1A/PPP2CA/SMPD1/PPP2R1B/CERS4/TRADD/RAC2/NFKB1/OPRD1/MAPK8/PIK3R1/PLD1/ADORA3 39 KEGG hsa05210 Colorectal cancer 30/1759 86/8135 0.00311 0.01997 0.01441 MAPK9/AKT2/CTNNB1/MLH1/TGFBR2/LEF1/GADD45B/JUN/PIK3CA/MSH2/PIK3CB/SMAD2/DDB2/FOS/CASP3/TGFB2/CDKN1A/EGFR/ARAF/TP53/NRAS/EREG/RAC1/MAPK1/MYC/BAK1/AREG/RAC2/MAPK8/PIK3R1 30 KEGG hsa05202 Transcriptional misregulation in cancer 58/1759 193/8135 0.003467 0.02185 0.01577 BCL2L1/NCOR1/ATM/FUT8/SS18/BIRC3/NSD2/TAF15/TGFBR2/FUS/HHEX/GADD45B/RXRB/CCNA2/ID2/TRAF1/FLI1/CCNT1/MLLT1/CDK9/BAIAP3/CSF2/DDB2/RUNX2/DEFA6/CD40/CSF1R/HOXA11/IL2RB/PTCRA/CD86/NTRK1/CDKN1A/TMPRSS2/NR4A3/MLLT3/MAX/TFE3/TP53/MYC/PBX3/BCL11B/ELANE/ITGB7/CDKN1B/REL/BAK1/IL6/ZEB1/PDGFA/ZBTB17/BCL6/PLAU/ETV1/NFKB1/HDAC1/CCNT2/CD14 58 KEGG hsa05205 Proteoglycans in cancer 61/1759 205/8135 0.003552 0.02197 0.01585 PLCG2/PRKACB/FGFR1/AKT2/FAS/CTNNB1/MAPK14/PPP1R12A/EZR/FZD2/SDC1/PIK3CA/PXN/PRKCB/VAV2/WNT7A/GPC1/PIK3CB/SMAD2/ITPR2/FRS2/FZD3/FLNB/CASP3/TGFB2/ITGB3/WNT5A/CDKN1A/ROCK1/SHH/PPP1CA/TIMP3/EGFR/ARAF/FZD9/IHH/FN1/HSPG2/PTPN6/FZD1/TP53/NRAS/RAC1/MAPK1/IQGAP1/MYC/DROSHA/ITPR1/NANOG/WNT6/VAV1/RRAS/CAMK2B/PLAU/RPS6/PAK1/PIK3R1/PRKACA/PLCG1/WNT1/FZD6 61 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 33/1759 98/8135 0.003784 0.02298 0.01658 MAPK9/PLCG2/PRKACB/MAPK14/ADCY6/IL1R1/TRPV2/PIK3CA/PLA2G6/ADCY7/PRKCB/PLA2G4A/PRKCQ/PIK3CB/ITPR2/PRKCH/NTRK1/PRKCD/PPP1CA/ASIC1/ADCY1/PRKCE/ITPR1/PLA2G4C/P2RY2/CALML3/CALM1/CAMK2B/ADCY8/MAPK8/PIK3R1/PRKACA/PLCG1 33 KEGG hsa03250 Viral life cycle - HIV-1 23/1759 63/8135 0.004798 0.02862 0.02065 CCR5/TSG101/XPO1/CCNT1/PSIP1/APOBEC3G/MLLT1/CDK9/APOBEC3B/KAT2B/APOBEC3C/MLLT3/MX1/CXCR4/CREBBP/MX2/NELFB/PDCD6IP/SUPT4H1/TRIM5/FURIN/ELL3/CCNT2 23 KEGG hsa04012 ErbB signaling pathway 29/1759 85/8135 0.005192 0.03042 0.02196 MAPK9/PLCG2/AKT2/MAP2K7/PAK2/NCK1/JUN/PIK3CA/PRKCB/STAT5A/PAK3/PIK3CB/MAP2K4/CDKN1A/EGFR/ARAF/NRAS/EREG/MAPK1/MYC/CDKN1B/BTC/AREG/CAMK2B/SHC1/PAK1/MAPK8/PIK3R1/PLCG1 29 KEGG hsa05323 Rheumatoid arthritis 31/1759 93/8135 0.005815 0.03349 0.02417 IL15/ATP6V1D/CCL5/ATP6V1H/JUN/ATP6V0E1/HLA-DOB/ATP6V1E1/CSF2/ITGB2/FOS/ATP6V1A/TGFB2/CD86/HLA-DMB/CTLA4/ATP6AP1/HLA-DPB1/IL18/CSF1/MMP1/HLA-DPA1/ATP6V1B1/IL6/HLA-DMA/IL11/IFNG/IL23A/LTB/ITGAL/HLA-DQB1 31 KEGG hsa03460 Fanconi anemia pathway 20/1759 54/8135 0.006876 0.03835 0.02768 RMI1/HES1/MLH1/FANCF/RPA3/CENPX/PALB2/BLM/BRCA2/TOP3A/RPA4/RPA2/TOP3B/FANCG/FANCL/RPA1/USP1/POLI/FANCI/REV3L 20 KEGG hsa04144 Endocytosis 71/1759 251/8135 0.006889 0.03835 0.02768 RAB35/FOLR1/CCR5/ARFGEF1/STAMBP/RAB8A/VPS35/SNX6/PIP5K1A/TSG101/TRAF6/TGFBR2/RAB11FIP3/PRKCZ/IL2RG/ACTR2/ARPC5/LDLR/SNX4/ZFYVE9/WASHC3/SH3GLB1/PIP5K1B/GRK2/FGFR4/EPN1/WASHC2C/RAB11A/SMAD2/CYTH3/CYTH1/WASHC5/IL2RB/HLA-F/STAM2/GIT2/VPS45/EGFR/CXCR4/ASAP1/SNF8/GRK1/WASL/EPS15/EHD3/SMAP1/HLA-C/GRK3/AGAP2/BIN1/WIPF1/EHD4/USP8/ACAP2/LDLRAP1/ZFYVE16/RAB22A/HSPA1L/PSD/ARFGAP2/HLA-G/ACTR3/PDCD6IP/CBLC/ACAP1/CHMP7/VPS37C/GRK6/PLD1/GIT1/SH3GLB2 71 KEGG hsa05212 Pancreatic cancer 26/1759 76/8135 0.007577 0.04025 0.02905 MAPK9/AKT2/BCL2L1/STAT1/TGFBR2/GADD45B/PIK3CA/PIK3CB/E2F3/SMAD2/DDB2/BRCA2/TGFB2/CDKN1A/JAK1/EGFR/ARAF/TP53/RAC1/MAPK1/BAK1/RAC2/NFKB1/MAPK8/PIK3R1/PLD1 26 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 34/1759 106/8135 0.007779 0.04025 0.02905 PRKACB/FGFR1/EGR1/GNAI3/LRP6/ADCY6/RXRB/AKAP13/ADCY7/PRKCB/NR4A2/ITPR2/MMP14/RUNX2/FOS/PDE4B/CDKN1A/CYP24A1/EGFR/ARAF/GNA11/CREB3/GNAI2/ADCY1/MAPK1/ITPR1/JUND/TRPV5/NACA/ADCY8/MMP13/PRKACA/PLD1/ATF6B 34 KEGG hsa05171 Coronavirus disease - COVID-19 66/1759 232/8135 0.007819 0.04025 0.02905 IRF9/CXCL10/MAPK9/PLCG2/IFIH1/TAB2/RPL37A/STAT1/MAPK14/TRAF6/OAS2/JUN/TLR3/RPL35A/PIK3CA/SYK/PRKCB/CASP1/IL6ST/TLR8/PIK3CB/RPS23/C7/CSF2/MAP3K7/RPS12/RPL9/IFNAR1/TLR7/FOS/RPS4Y1/C8G/TBK1/TMPRSS2/MASP1/MX1/JAK1/RPS5/DDX58/EGFR/RPL41/TRAF3/MAPK1/RPL39/IFNA1/RPS8/MX2/RPL18/MMP1/TNFRSF1A/RPL7/OAS1/IFNAR2/IL6/C3AR1/RPS28/NFKB1/RPS6/ADAR/MAPK8/PIK3R1/RPL38/RPS2/PLCG1/FGG/RPS27L 66 KEGG hsa05152 Tuberculosis 53/1759 180/8135 0.007893 0.04025 0.02905 JAK2/MAPK9/MALT1/RFX5/AKT2/STAT1/FCGR2B/MAPK14/RIPK2/TRAF6/ATP6V1H/HLA-DOB/SYK/ITGB2/FADD/CASP3/TGFB2/IL10RB/RFXANK/IL10RA/NOD2/JAK1/NFYB/HLA-DMB/IL10/CREBBP/MAPK1/IFNGR2/IFNA1/ATP6AP1/PPP3CC/HLA-DPB1/IL18/CR1/CAMP/HLA-DPA1/TNFRSF1A/CORO1A/PPP3CB/IL6/HLA-DMA/CALML3/CALM1/CAMK2B/TRADD/LAMP1/NFKB1/IFNG/MAPK8/IL23A/CD74/CD14/HLA-DQB1 53 KEGG hsa04621 NOD-like receptor signaling pathway 54/1759 184/8135 0.007919 0.04025 0.02905 GABARAPL1/IRF9/MAPK9/AIM2/GBP2/BCL2L1/MFN2/GBP1/TAB2/STAT1/BIRC3/CCL5/MAPK14/RIPK2/TRAF6/OAS2/JUN/TRPV2/VDAC3/CASP1/GSDMD/MAP3K7/ITPR2/IFNAR1/RBCK1/DEFA6/FADD/TBK1/BRCC3/HSP90AA1/ATG5/PRKCD/MFN1/NOD2/JAK1/TRAF3/MAPK1/IFNA1/ITPR1/RNASEL/IL18/CAMP/OAS1/IFNAR2/PSTPIP1/IL6/TRAF5/TXN2/NFKB1/ATG16L1/IRF7/PYCARD/MAPK8/PKN1 54 KEGG hsa04062 Chemokine signaling pathway 56/1759 192/8135 0.007953 0.04025 0.02905 JAK2/CXCL10/PLCG2/PRKACB/CXCL9/AKT2/CXCL13/GNAI3/CCR5/STAT1/CCL18/CCL5/ELMO1/CXCL11/PRKCZ/ADCY6/GNG3/PIK3CA/ADCY7/PXN/PRKCB/XCL1/VAV2/GRK2/PIK3CB/ITK/PIK3R5/CCL1/CCR2/ROCK1/PRKCD/CCL13/JAK3/CXCR4/GRK1/DOCK2/GNAI2/NRAS/RAC1/ADCY1/MAPK1/GRK3/CCR7/GNB3/VAV1/SHC1/ADCY8/RAC2/NFKB1/PAK1/GRK6/PIK3R1/PRKACA/FGR/GSK3A/PLCG1 56 KEGG hsa05226 Gastric cancer 45/1759 149/8135 0.008437 0.04206 0.03036 AKT2/CTNNB1/MLH1/LRP6/TGFBR2/LEF1/FGF21/GADD45B/RXRB/FZD2/PIK3CA/CCNE2/WNT7A/PIK3CB/E2F3/TERT/SMAD2/FZD3/DDB2/CTNNA1/TGFB2/WNT5A/CDKN1A/FGF5/SHH/FRAT1/EGFR/ARAF/FZD9/FZD1/TP53/NRAS/MAPK1/MUC2/MYC/CCNE1/CDKN1B/WNT6/FGF17/BAK1/SHC1/PIK3R1/ABCB1/WNT1/FZD6 45 KEGG hsa05310 Asthma 13/1759 31/8135 0.008619 0.04233 0.03055 IL13/HLA-DOB/CD40/HLA-DMB/IL10/IL5/HLA-DPB1/HLA-DPA1/CD40LG/PRG2/EPX/HLA-DMA/HLA-DQB1 13 KEGG hsa05222 Small cell lung cancer 30/1759 92/8135 0.009301 0.04502 0.03249 AKT2/BCL2L1/BIRC3/TRAF6/GADD45B/RXRB/PIK3CA/CCNE2/TRAF1/PIK3CB/E2F3/DDB2/CASP3/PTGS2/CDKN1A/LAMC3/FN1/MAX/TRAF3/TP53/CKS2/MYC/CCNE1/CDKN1B/BAK1/TRAF5/ZBTB17/NFKB1/PIK3R1/COL4A3 30 KEGG hsa04931 Insulin resistance 34/1759 108/8135 0.01058 0.05049 0.03644 MAPK9/AKT2/SOCS3/PRKCZ/PIK3CA/PRKCB/MLXIP/AGT/PRKCQ/PTPRF/PIK3CB/RPS6KA1/PRKCD/PPP1CA/SLC2A2/CREB3/G6PC3/PTPN1/PRKCE/NR1H3/TBC1D4/GFPT1/TNFRSF1A/GYS1/IL6/SLC27A3/MLXIPL/IRS2/CPT1A/ACACB/NFKB1/MAPK8/PIK3R1/PRKAA2 34 KEGG hsa04672 Intestinal immune network for IgA production 18/1759 49/8135 0.01107 0.05205 0.03757 IL15/IL15RA/HLA-DOB/TNFRSF17/ITGA4/CD40/CD86/CXCR4/HLA-DMB/IL10/IL5/ITGB7/HLA-DPB1/HLA-DPA1/CD40LG/IL6/HLA-DMA/HLA-DQB1 18 KEGG hsa04611 Platelet activation 38/1759 124/8135 0.01147 0.05322 0.03841 PLCG2/PRKACB/AKT2/GNAI3/MAPK14/PPP1R12A/PRKCZ/ADCY6/PIK3CA/ADCY7/SYK/RASGRP1/GUCY1B1/PLA2G4A/VAMP8/PIK3CB/ITPR2/PIK3R5/APBB1IP/ITGB3/ROCK1/PPP1CA/BTK/GNAI2/ADCY1/MAPK1/GP6/ITPR1/ARHGAP35/PLA2G4C/F2R/PRKG1/GP9/ADCY8/PIK3R1/PRKACA/SNAP23/FGG 38 KEGG hsa05416 Viral myocarditis 21/1759 60/8135 0.01173 0.05368 0.03874 EIF4G1/HLA-DOB/SGCA/PRF1/ITGB2/CD40/CASP3/HLA-F/CD86/HLA-DMB/RAC1/HLA-C/HLA-DPB1/EIF4G3/HLA-DPA1/CD40LG/HLA-DMA/HLA-G/RAC2/ITGAL/HLA-DQB1 21 KEGG hsa04914 Progesterone-mediated oocyte maturation 32/1759 102/8135 0.01357 0.06127 0.04422 MAPK9/PRKACB/AKT2/GNAI3/MAPK14/ADCY6/MAD2L1/CCNA2/PIK3CA/CCNB1/ADCY7/SPDYE2/PIK3CB/RPS6KA1/STK10/CDK1/CCNB2/HSP90AA1/CDC25B/CDC16/ARAF/AURKA/CPEB3/GNAI2/ADCY1/MAPK1/CDC23/MAD1L1/ADCY8/MAPK8/PIK3R1/PRKACA 32 KEGG hsa04927 Cortisol synthesis and secretion 22/1759 65/8135 0.01527 0.06799 0.04907 PRKACB/CACNA1I/ADCY6/LDLR/ADCY7/KCNK3/AGT/NR5A1/ITPR2/KCNK2/CACNA1S/GNA11/CREB3/CYP17A1/ADCY1/NR4A1/ITPR1/CACNA1H/ADCY8/PRKACA/PDE8A/ATF6B 22 KEGG hsa04920 Adipocytokine signaling pathway 23/1759 69/8135 0.01612 0.07083 0.05112 JAK2/MAPK9/AKT2/SOCS3/ACSL5/AGRP/RXRB/PRKCQ/STK11/NFKBIE/TNFRSF1B/G6PC3/ADIPOR1/ACSL6/ACSL3/TNFRSF1A/IRS2/CPT1A/ACACB/TRADD/NFKB1/MAPK8/PRKAA2 23 KEGG hsa04115 p53 signaling pathway 24/1759 73/8135 0.01689 0.07327 0.05288 FAS/BCL2L1/ATM/CHEK1/ZMAT3/RRM2/GADD45B/CCND3/CCNB1/CCNE2/TNFRSF10B/PPM1D/DDB2/CDK1/CASP3/CDKN1A/CCNB2/TP53/PIDD1/STEAP3/CCNE1/RPRM/SIAH1/CCNG2 24 KEGG hsa05216 Thyroid cancer 14/1759 37/8135 0.01802 0.07718 0.0557 CTNNB1/TPR/LEF1/GADD45B/RXRB/DDB2/TPM3/NTRK1/CDKN1A/TP53/NRAS/MAPK1/MYC/BAK1 14 KEGG hsa04730 Long-term depression 20/1759 60/8135 0.02383 0.1004 0.07249 GNAI3/PPP2CB/PRKCB/GUCY1B1/PLA2G4A/RYR1/ITPR2/ARAF/GNA11/GNAI2/NRAS/MAPK1/ITPR1/PPP2R1A/PLA2G4C/PRKG1/PPP2CA/PPP2R1B/GNAZ/CRH 20 KEGG hsa05417 Lipid and atherosclerosis 59/1759 215/8135 0.02406 0.1004 0.07249 JAK2/MAPK9/APOA1/AKT2/FAS/BCL2L1/MAP2K7/TAB2/TNFSF10/CCL5/MAPK14/TRAF6/JUN/RXRB/ABCG1/LDLR/PIK3CA/VAV2/CASP1/TNFRSF10B/PIK3CB/MAP2K4/MAP3K7/CD40/FOS/CASP3/TBK1/HSP90AA1/TRAF3/TP53/NRAS/RAC1/MAPK1/IFNA1/ITPR1/PPP3CC/NCF4/IL18/ERO1A/MMP1/TNFRSF1A/CD40LG/VAV1/PPP3CB/IL6/CALML3/CALM1/HSPA1L/CAMK2B/ERN1/NFKB1/IRF7/PYCARD/MAPK8/PIK3R1/LY96/PLCG1/APOA4/CD14 59 KEGG hsa04270 Vascular smooth muscle contraction 39/1759 134/8135 0.02468 0.1018 0.07345 PRKACB/PPP1R12A/ADCY6/KCNMB1/PLA2G6/ADCY7/PRKCB/GUCY1B1/PLA2G4A/PLA2G2D/AGT/PRKCQ/ITPR2/PRKCH/MYL6/ROCK1/PRKCD/PLA2G2E/PPP1CA/ARAF/EDN2/CALCA/CACNA1S/AVP/GNA11/ADCY1/MAPK1/NPPB/PRKCE/ITPR1/PLA2G4C/ADM2/PRKG1/CALML3/CALM1/ADCY8/PLA2G12A/PRKACA/ADORA2B 39 KEGG hsa04014 Ras signaling pathway 63/1759 232/8135 0.02511 0.1022 0.07376 MAPK9/PLCG2/PRKACB/FGFR1/AKT2/BCL2L1/EXOC2/PAK2/RGL1/FGF21/RASA1/GNG3/PIK3CA/PLA2G6/PRKCB/RASGRP1/PLA2G4A/PLA2G2D/FGFR4/PAK3/PIK3CB/RASA3/RASGRF1/NTRK2/AFDN/CSF1R/NTRK1/TBK1/FGF5/PLA2G2E/EGFR/PDGFC/NRAS/RAC1/MAPK1/NF1/PLA2G4C/ETS1/FLT3LG/CSF1/GNB3/FGF17/REL/EFNA5/PDGFA/ANGPT2/RRAS/BDNF/CALML3/CALM1/EFNA4/SHC1/RAC2/NFKB1/LAT/PLA2G12A/PAK1/MAPK8/PIK3R1/PRKACA/PLD1/PLCG1/RASA2 63 KEGG hsa05332 Graft-versus-host disease 15/1759 42/8135 0.0254 0.1022 0.07376 FAS/HLA-DOB/PRF1/HLA-F/CD86/HLA-DMB/HLA-C/HLA-DPB1/HLA-DPA1/IL6/HLA-DMA/HLA-G/KLRD1/IFNG/HLA-DQB1 15 KEGG hsa05320 Autoimmune thyroid disease 18/1759 53/8135 0.02575 0.1022 0.07378 FAS/HLA-DOB/PRF1/CD40/HLA-F/CD86/HLA-DMB/IL10/IL5/CTLA4/IFNA1/HLA-C/HLA-DPB1/HLA-DPA1/CD40LG/HLA-DMA/HLA-G/HLA-DQB1 18 KEGG hsa04060 Cytokine-cytokine receptor interaction 78/1759 295/8135 0.02602 0.1022 0.07378 CXCL10/CXCL9/IL15/FAS/CXCL13/CCR5/IL15RA/CLCF1/IL32/OSM/TNFSF10/CCL18/CCL5/IL27RA/IL21R/CD27/TGFBR2/CXCL11/CTF1/IL2RG/IL13/LIF/IL1R1/CD70/TNFRSF17/EPOR/XCL1/IL1RL2/IL6ST/IL16/CSF2RB/TNFRSF10B/ACVRL1/IL17RC/CSF2/IFNAR1/TNFRSF10D/AMHR2/BMP10/CD40/CSF1R/IL2RB/TGFB2/IL17B/CCL1/CCR2/CSH1/TNFRSF1B/IL36G/IL7/IL10RB/GDF5/IL10RA/CCL13/CXCR4/TNFSF4/IL10/IL5/IL7R/BMP8A/IFNGR2/IFNA1/GDF15/CCR7/IL18/CSF1/TNFRSF1A/CD40LG/IFNAR2/IL6/INHBA/CNTFR/IL11/EPO/IFNG/IL23A/ACVR2A/LTB 78 KEGG hsa04310 Wnt signaling pathway 47/1759 167/8135 0.02677 0.104 0.07505 MAPK9/PRKACB/CTNNB1/FBXW11/LRP6/RBX1/LEF1/TBL1X/JUN/CCND3/SFRP1/FZD2/PRKCB/TBL1XR1/WNT7A/VANGL1/MAP3K7/FZD3/NFATC4/NLK/WNT5A/CACYBP/FRAT1/FZD9/CREBBP/FZD1/TP53/RAC1/PSEN1/MYC/RNF43/PPP3CC/WNT6/ROR1/PPP3CB/SIAH1/TLE6/TLE2/CAMK2B/TBL1Y/RAC2/SFRP5/MAPK8/PRKACA/DAAM1/WNT1/FZD6 47 KEGG hsa03050 Proteasome 16/1759 46/8135 0.02752 0.1057 0.07626 PSMB9/PSMB8/PSMB10/PSMC2/PSME1/PSMD3/PSMF1/PSMD4/PSMA5/PSMB4/PSMA4/PSMB7/PSMA2/PSMB5/IFNG/PSMD8 16 KEGG hsa04540 Gap junction 27/1759 88/8135 0.02935 0.1114 0.08039 PRKACB/GNAI3/ADCY6/ADCY7/PRKCB/GUCY1B1/ITPR2/CDK1/GJD2/TUBA8/CSNK1D/EGFR/PDGFC/TUBB/GNA11/GNAI2/NRAS/ADCY1/MAPK1/TUBA1A/TUBB2A/ITPR1/PRKG1/PDGFA/ADCY8/PRKACA/MAP3K2 27 KEGG hsa05211 Renal cell carcinoma 22/1759 69/8135 0.03055 0.1146 0.08274 CUL2/AKT2/PAK2/RBX1/RAPGEF1/EPAS1/JUN/PIK3CA/PAK3/PIK3CB/TGFB2/CDKN1A/ARAF/CREBBP/TFE3/NRAS/RAC1/EGLN3/MAPK1/ETS1/PAK1/PIK3R1 22 KEGG hsa05131 Shigellosis 66/1759 247/8135 0.03103 0.1152 0.08311 MAPK9/PLCG2/MALT1/AKT2/BCL2L1/TNIP1/ATM/TAB2/FBXW11/CCL5/ELMO1/MAPK14/RIPK2/RBX1/TRAF6/JUN/ACTR2/IL1R1/ARPC5/PIK3CA/PXN/CASP1/FNBP1/PRKCQ/UBC/PIK3CB/CSF2/MAP3K7/CYTH3/CYTH1/ITPR2/PPID/MYL5/RBCK1/TBK1/ROCK1/ATG5/PRKCD/GLMN/SQSTM1/EGFR/WASL/CAST/TP53/RAC1/WIPI1/MAPK1/RPS6KA5/PRKCE/ITPR1/IL18/TNFRSF1A/TRAF5/TRADD/UBE2D4/PLCD1/RRAGC/ACTR3/NFKB1/ATG16L1/PYCARD/MAPK8/PIK3R1/GSK3A/PLCG1/CD14 66 KEGG hsa04940 Type I diabetes mellitus 15/1759 43/8135 0.03143 0.1154 0.08326 FAS/HLA-DOB/PRF1/HLA-F/CD86/HLA-DMB/GAD2/HLA-C/HLA-DPB1/HLA-DPA1/HLA-DMA/PTPRN/HLA-G/IFNG/HLA-DQB1 15 KEGG hsa05215 Prostate cancer 29/1759 97/8135 0.03437 0.1228 0.08866 FGFR1/AKT2/CTNNB1/LEF1/PIK3CA/CCNE2/PIK3CB/INSRR/E2F3/CDKN1A/TMPRSS2/HSP90AA1/AR/EGFR/PDGFC/ARAF/CREBBP/CREB3/TP53/NRAS/MAPK1/CCNE1/CDKN1B/ZEB1/PDGFA/KLK3/PLAU/NFKB1/PIK3R1 29 KEGG hsa04151 PI3K-Akt signaling pathway 91/1759 354/8135 0.03456 0.1228 0.08866 JAK2/FGFR1/AKT2/BCL2L1/OSM/COL6A1/ITGB4/IL2RG/FGF21/CCND3/GNG3/PIK3CA/CCNE2/PPP2CB/SYK/EPOR/ITGA7/FGFR4/YWHAZ/ITGA4/PIK3CB/NTRK2/IFNAR1/TNXB/STK11/CSF1R/MAGI1/DDIT4/PIK3R5/IL2RB/CSH1/ITGB3/NTRK1/CDKN1A/FGF5/IL7/HSP90AA1/YWHAH/CD19/LAMC3/JAK1/JAK3/EGFR/PDGFC/MCL1/FN1/PPP2R5C/CREB3/TP53/SGK1/IL7R/NRAS/EREG/RAC1/G6PC3/MAPK1/NR4A1/MYC/IFNA1/PPP2R1A/CCNE1/ITGB7/CDKN1B/RHEB/F2R/FLT3LG/CSF1/GNB3/FGF17/PPP2CA/GYS1/PPP2R1B/IFNAR2/EFNA5/IL6/AREG/PDGFA/ANGPT2/BDNF/TCL1B/EFNA4/LPAR6/EPO/NFKB1/RPS6/THBS2/PIK3R1/PRKAA2/PKN1/COL4A3/ATF6B 91 KEGG hsa04725 Cholinergic synapse 33/1759 113/8135 0.03494 0.1228 0.08866 JAK2/PRKACB/AKT2/GNAI3/KCNJ4/ADCY6/GNG3/PIK3CA/ADCY7/PRKCB/KCNJ2/CACNA1B/PIK3CB/ITPR2/FOS/PIK3R5/KCNQ4/CACNA1S/GNA11/CREB3/CHAT/GNAI2/NRAS/ADCY1/MAPK1/SLC18A3/ITPR1/GNB3/CAMK2B/ADCY8/PIK3R1/PRKACA/KCNQ3 33 KEGG hsa04919 Thyroid hormone signaling pathway 35/1759 121/8135 0.03494 0.1228 0.08866 PLCG2/PRKACB/AKT2/NCOR1/CTNNB1/STAT1/DIO3/HDAC3/RXRB/PIK3CA/DIO2/PRKCB/MED17/PIK3CB/KAT2B/ITGB3/MED12/NCOA1/CREBBP/TP53/NRAS/MAPK1/MYC/RHEB/TBC1D4/ATP1B2/ATP1B3/PLCD1/ATP2A3/MED24/PIK3R1/PRKACA/THRA/PLCG1/HDAC1 35 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 22/1759 70/8135 0.03574 0.1243 0.08974 MAPK9/PLCG2/ATP6V1D/ADAM10/CCL5/MAPK14/ATP6V1H/JUN/ATP6V0E1/ATP6V1E1/MAP2K4/CASP3/ATP6V1A/EGFR/RAC1/ATP6AP1/ATP6V1B1/NFKB1/PAK1/MAPK8/PLCG1/GIT1 22 KEGG hsa04612 Antigen processing and presentation 24/1759 78/8135 0.03719 0.1281 0.09243 RFX5/TAP1/HLA-DOB/CD8A/PSME1/HLA-F/TAPBP/HSP90AA1/RFXANK/NFYB/HLA-DMB/LGMN/KIR2DS3/HLA-C/HLA-DPB1/HLA-DPA1/B2M/HLA-DMA/HSPA1L/HLA-G/KLRD1/IFNG/CD74/HLA-DQB1 24 KEGG hsa04370 VEGF signaling pathway 19/1759 59/8135 0.03851 0.1292 0.09321 PLCG2/AKT2/MAPK14/PIK3CA/PXN/PRKCB/PLA2G4A/PIK3CB/PTGS2/NRAS/RAC1/MAPK1/PLA2G4C/PPP3CC/SH2D2A/PPP3CB/RAC2/PIK3R1/PLCG1 19 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 119/1759 476/8135 0.03853 0.1292 0.09321 MAPK9/FAS/BCL2L1/FIG4/MFN2/MAP2K7/RAB8A/CTNNB1/UBE2J1/NDUFA9/ACTR10/UBE2L6/ATP5PB/MAPK14/HAP1/LRP6/GRIN2C/FUS/OPTN/SPG11/PSMC2/UBE2G2/NDUFS3/NDUFS1/FZD2/VDAC3/PRKCB/CACNA1B/ATG2B/RYR1/WNT7A/APP/UBC/UBE2G1/ITPR2/PPID/FZD3/DCTN3/FADD/SNCA/CASP3/PTGS2/SDHA/PSMD3/WNT5A/TBK1/DNAH9/TNFRSF1B/TUBA8/UBE2L3/MFN1/FRAT1/TOMM40/TRAP1/ATXN3/SQSTM1/DNAL4/TUBB/ARAF/ATG13/FZD9/PSMD4/CACNA1S/PSMA5/FZD1/NRAS/NDUFS7/RAC1/DNAH17/WIPI1/MAPK1/PSMB4/TUBA1A/PSEN1/TUBB2A/SLC6A3/MAP3K10/NOX4/ITPR1/PSMA4/UQCRC1/PPP3CC/MAPT/WNT6/DNAH6/CSF1/TNFRSF1A/NDUFA8/CDK5/BAK1/PPP3CB/STX1A/IL6/PPIF/HIP1/PSMB7/BDNF/ATP5PD/CALML3/PSMA2/CALM1/DNAI1/CAMK2B/COX6A2/PSMB5/ERN1/SLC25A31/GPX3/ATXN2L/NFKB1/KLC1/ATP2A3/MAPK8/PSMD8/PLCG1/ATP5F1A/ULK1/WNT1/FZD6 119 KEGG hsa04350 TGF-beta signaling pathway 28/1759 94/8135 0.03885 0.1292 0.09321 RBX1/TGFBR2/ZFYVE9/ID2/PPP2CB/SMAD6/CHRD/ID4/SMAD2/AMHR2/TGFB2/ROCK1/GDF5/CREBBP/MAPK1/BMP8A/LEFTY1/MYC/PPP2R1A/RBL1/E2F4/PPP2CA/PPP2R1B/ZFYVE16/INHBA/HAMP/IFNG/ACVR2A 28 KEGG hsa04925 Aldosterone synthesis and secretion 29/1759 98/8135 0.03906 0.1292 0.09321 PRKACB/CACNA1I/ADCY6/LDLR/ADCY7/PRKCB/KCNK3/AGT/NR4A2/ITPR2/PRKD2/DAGLA/CACNA1S/GNA11/CREB3/ADCY1/NR4A1/PRKCE/ITPR1/ATP1B2/CACNA1H/ATP2B4/CALML3/CALM1/CAMK2B/ATP1B3/ADCY8/PRKACA/ATF6B 29 KEGG hsa00310 Lysine degradation 20/1759 63/8135 0.0397 0.13 0.09382 SMYD2/NSD2/HADHA/DHTKD1/EHMT1/KMT5A/KMT5B/AASS/PRDM16/ASH1L/CAMKMT/EZH2/NSD1/SETD1A/SMYD3/PRDM2/PLOD3/NSD3/DLD/SUV39H2 20 KEGG hsa04722 Neurotrophin signaling pathway 34/1759 119/8135 0.04389 0.1423 0.1027 MAPK9/PLCG2/AKT2/MAP2K7/MAPK14/RIPK2/RAPGEF1/TRAF6/JUN/PIK3CA/PIK3CB/NTRK2/FRS2/RPS6KA1/NFKBIE/NTRK1/PRKCD/ZNF274/TP53/NRAS/RAC1/MAPK1/RPS6KA5/PSEN1/ARHGDIB/BDNF/CALML3/CALM1/CAMK2B/SHC1/NFKB1/MAPK8/PIK3R1/PLCG1 34 KEGG hsa05133 Pertussis 23/1759 76/8135 0.04862 0.1562 0.1127 MAPK9/GNAI3/MAPK14/TRAF6/JUN/CASP1/IRF8/ITGB2/FOS/CASP3/IL10/GNAI2/MAPK1/IL6/CALML3/CALM1/C4BPA/NFKB1/PYCARD/MAPK8/LY96/IL23A/CD14 23 KEGG hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 10/1759 27/8135 0.04917 0.1564 0.1129 FUT4/B3GNT2/FUT3/B4GALT2/FUT5/ST8SIA1/B3GNT4/B3GALNT1/B4GALT1/FUT2 10 KEGG hsa04921 Oxytocin signaling pathway 42/1759 154/8135 0.05532 0.1735 0.1252 PRKACB/GNAI3/CD38/KCNJ4/PPP1R12A/ADCY6/JUN/EEF2/ADCY7/PRKCB/KCNJ2/GUCY1B1/PLA2G4A/RYR1/CACNG2/ITPR2/NFATC4/FOS/PIK3R5/PTGS2/CDKN1A/MYL6/ROCK1/PPP1CA/CACNG5/CACNG1/EGFR/CACNA1S/GNAI2/NRAS/ADCY1/MAPK1/ITPR1/PLA2G4C/PPP3CC/PPP3CB/CALML3/CALM1/CAMK2B/ADCY8/PRKAA2/PRKACA 42 KEGG hsa04916 Melanogenesis 29/1759 101/8135 0.05598 0.1735 0.1252 PRKACB/GNAI3/CTNNB1/LEF1/ADCY6/FZD2/ADCY7/PRKCB/WNT7A/EDNRB/FZD3/WNT5A/FZD9/CREBBP/CREB3/FZD1/GNAI2/NRAS/ADCY1/MAPK1/WNT6/TYRP1/CALML3/CALM1/CAMK2B/ADCY8/PRKACA/WNT1/FZD6 29 KEGG hsa04024 cAMP signaling pathway 58/1759 221/8135 0.0561 0.1735 0.1252 MAPK9/PRKACB/AKT2/GNAI3/ABCC4/GRIN2C/PPP1R12A/ADCY6/VIPR2/JUN/PIK3CA/ADCY7/VAV2/SSTR1/PIK3CB/HTR6/AFDN/FOS/PDE4B/ROCK1/PPP1CA/EDN2/CREBBP/CACNA1S/SOX9/CREB3/GNAI2/RAC1/ADCY1/MAPK1/ADORA1/GHSR/F2R/ATP1B2/GLI1/ADCYAP1R1/GIPR/SSTR2/VAV1/ATP2B4/FSHB/RRAS/BDNF/CALML3/CALM1/CAMK2B/ATP1B3/CRH/ADCY8/RAC2/NFKB1/ATP2A3/PAK1/MAPK8/PIK3R1/PRKACA/GIP/PLD1 58 KEGG hsa05213 Endometrial cancer 18/1759 58/8135 0.06044 0.1852 0.1337 AKT2/CTNNB1/MLH1/LEF1/GADD45B/PIK3CA/PIK3CB/DDB2/CTNNA1/CDKN1A/EGFR/ARAF/TP53/NRAS/MAPK1/MYC/BAK1/PIK3R1 18 KEGG hsa05130 Pathogenic Escherichia coli infection 52/1759 197/8135 0.06179 0.1862 0.1344 MAPK9/FAS/TAB2/PAK2/TNFSF10/MAPK14/TRAF6/NCK1/EZR/ABI1/JUN/ACTR2/IL1R1/ARPC5/CYFIP2/CASP1/TNFRSF10B/PAK3/MAP3K7/CYTH3/CYTH1/TMED10/CLDN11/BAIAP2/FOS/FADD/CASP3/ROCK1/MYO5A/TUBA8/TUBB/WASL/SEC24A/PTPN6/RAC1/MAPK1/TUBA1A/TUBB2A/IL18/F2R/TNFRSF1A/WIPF1/BAK1/MYO1A/IL6/TRADD/SEC24B/ACTR3/NFKB1/PAK1/PYCARD/MAPK8 52 KEGG hsa05224 Breast cancer 40/1759 147/8135 0.06216 0.1862 0.1344 FGFR1/AKT2/HES1/CTNNB1/LRP6/LEF1/FGF21/GADD45B/JUN/FZD2/PIK3CA/HEYL/WNT7A/PIK3CB/NFKB2/E2F3/FZD3/DDB2/BRCA2/FOS/WNT5A/CDKN1A/FGF5/NCOA1/FRAT1/EGFR/ARAF/FZD9/FZD1/TP53/NRAS/MAPK1/MYC/WNT6/FGF17/BAK1/SHC1/PIK3R1/WNT1/FZD6 40 KEGG hsa04917 Prolactin signaling pathway 21/1759 70/8135 0.06274 0.1862 0.1344 JAK2/MAPK9/AKT2/SOCS3/STAT1/MAPK14/PIK3CA/STAT5A/TH/PIK3CB/FOS/SLC2A2/GCK/CYP17A1/NRAS/MAPK1/SHC1/NFKB1/MAPK8/PIK3R1/SOCS2 21 KEGG hsa04911 Insulin secretion 25/1759 86/8135 0.06349 0.1862 0.1344 PRKACB/ADCY6/KCNMB1/KCNN4/ADCY7/PRKCB/KCNN2/KCNN3/SLC2A2/CACNA1S/GCK/GNA11/CREB3/ADCY1/ATP1B2/ABCC8/ADCYAP1R1/STX1A/PDX1/CAMK2B/ATP1B3/ADCY8/PRKACA/GIP/ATF6B 25 KEGG hsa04015 Rap1 signaling pathway 55/1759 210/8135 0.06357 0.1862 0.1344 FGFR1/AKT2/GNAI3/CTNNB1/MAPK14/RAPGEF1/PRKCZ/ADCY6/FGF21/PIK3CA/ADCY7/PRKCB/EVL/VAV2/FGFR4/SIPA1/RAP1GAP/PIK3CB/ITGB2/AFDN/PRKD2/CSF1R/MAGI1/APBB1IP/RAPGEF6/ITGB3/FGF5/CNR1/SKAP1/EGFR/PDGFC/GNAI2/NRAS/RAC1/ADCY1/MAPK1/FYB1/F2R/CSF1/FGF17/EFNA5/VAV1/PDGFA/ANGPT2/RRAS/CALML3/CALM1/EFNA4/ADCY8/RAC2/LAT/PIK3R1/PLCG1/ITGAL/ADORA2B 55 KEGG hsa04068 FoxO signaling pathway 36/1759 131/8135 0.06524 0.1895 0.1368 GABARAPL1/MAPK9/AKT2/ATM/TNFSF10/MAPK14/TGFBR2/GADD45B/PIK3CA/CCNB1/PIK3CB/STK11/TGFB2/NLK/CDKN1A/CCNB2/EGFR/ARAF/IL10/CREBBP/SGK1/PLK2/IL7R/NRAS/G6PC3/MAPK1/AGAP2/CDKN1B/IL6/IRS2/BCL6/MAPK8/PIK3R1/PRKAA2/CDKN2D/CCNG2 36 KEGG hsa04330 Notch signaling pathway 18/1759 59/8135 0.07007 0.1998 0.1442 HES1/HEYL/RBPJL/MFNG/KAT2B/PTCRA/RBPJ/CREBBP/PSEN1/CIR1/NCOR2/TLE6/TLE2/LFNG/MAML3/MAML1/DTX3/HDAC1 18 KEGG hsa04623 Cytosolic DNA-sensing pathway 19/1759 63/8135 0.0708 0.1998 0.1442 CXCL10/AIM2/POLR2F/CCL5/CASP1/TBK1/POLR3B/DDX58/IFNA1/POLR3K/IL18/IL6/POLR3G/POLR2E/POLR1D/NFKB1/ADAR/IRF7/PYCARD 19 KEGG hsa05217 Basal cell carcinoma 19/1759 63/8135 0.0708 0.1998 0.1442 CTNNB1/LEF1/GADD45B/FZD2/WNT7A/FZD3/DDB2/WNT5A/CDKN1A/SHH/FZD9/FZD1/TP53/WNT6/GLI1/BAK1/PTCH2/WNT1/FZD6 19 KEGG hsa04142 Lysosome 36/1759 132/8135 0.07172 0.1998 0.1442 AP3D1/ATP6V1H/WDR7/AP1S2/CTSW/AGA/GM2A/GNPTAB/AP1S1/CLN5/ABCA2/CTSC/AP3B1/CTSH/ACP2/CTSG/LAMP3/SLC11A1/NAGA/DMXL1/LGMN/MAN2B1/CTSO/ATP6AP1/AP3S1/TPP1/SMPD1/IDS/HEXB/LAMP1/AP3B2/GGA3/CTNS/ABCB9/LAPTM4A/SCARB2 36 KEGG hsa05214 Glioma 22/1759 75/8135 0.07179 0.1998 0.1442 PLCG2/AKT2/GADD45B/PIK3CA/PRKCB/PIK3CB/E2F3/DDB2/CDKN1A/EGFR/ARAF/TP53/NRAS/MAPK1/BAK1/PDGFA/CALML3/CALM1/CAMK2B/SHC1/PIK3R1/PLCG1 22 KEGG hsa00061 Fatty acid biosynthesis 7/1759 18/8135 0.07362 0.2032 0.1467 ACSL5/OXSM/ACSL6/FASN/ACSL3/MECR/ACACB 7 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 28/1759 100/8135 0.07833 0.2139 0.1544 CXCL10/CXCL9/CXCL13/CCR5/TNFSF10/CCL18/CCL5/CXCL11/IL2RG/XCL1/IL6ST/TNFRSF10B/TNFRSF10D/CSF1R/IL2RB/CCL1/CCR2/TNFRSF1B/IL10RB/IL10RA/CCL13/CXCR4/IL10/CCR7/IL18/CSF1/TNFRSF1A/IL6 28 KEGG hsa04926 Relaxin signaling pathway 35/1759 129/8135 0.07973 0.2139 0.1544 MAPK9/PRKACB/AKT2/GNAI3/MAP2K7/MAPK14/TGFBR2/PRKCZ/ADCY6/JUN/GNG3/PIK3CA/ADCY7/PIK3CB/MAP2K4/EDNRB/SMAD2/FOS/EGFR/CREB3/GNAI2/NRAS/ADCY1/MAPK1/GNB3/MMP1/SHC1/ADCY8/NFKB1/MMP13/MAPK8/PIK3R1/PRKACA/COL4A3/ATF6B 35 KEGG hsa04923 Regulation of lipolysis in adipocytes 17/1759 56/8135 0.08 0.2139 0.1544 PRKACB/AKT2/GNAI3/ADCY6/PIK3CA/ADCY7/PNPLA2/PIK3CB/PTGS2/GNAI2/ADCY1/ADORA1/PRKG1/IRS2/ADCY8/PIK3R1/PRKACA 17 KEGG hsa05220 Chronic myeloid leukemia 22/1759 76/8135 0.08122 0.2139 0.1544 AKT2/BCL2L1/TGFBR2/GADD45B/PIK3CA/STAT5A/PIK3CB/E2F3/DDB2/TGFB2/CDKN1A/ARAF/TP53/NRAS/MAPK1/MYC/CDKN1B/BAK1/SHC1/NFKB1/PIK3R1/HDAC1 22 KEGG hsa04137 Mitophagy - animal 21/1759 72/8135 0.08135 0.2139 0.1544 GABARAPL1/MAPK9/BCL2L1/MFN2/OPTN/JUN/UBC/TBK1/ATG5/MFN1/SQSTM1/TBC1D15/TFE3/TP53/NRAS/TFEB/USP8/RRAS/MAPK8/RHOT1/ULK1 21 KEGG hsa05223 Non-small cell lung cancer 21/1759 72/8135 0.08135 0.2139 0.1544 PLCG2/AKT2/GADD45B/RXRB/PIK3CA/PRKCB/STAT5A/PIK3CB/ALK/E2F3/DDB2/CDKN1A/JAK3/EGFR/ARAF/TP53/NRAS/MAPK1/BAK1/PIK3R1/PLCG1 21 KEGG hsa04022 cGMP-PKG signaling pathway 44/1759 167/8135 0.08241 0.215 0.1552 AKT2/GNAI3/PPP1R12A/GTF2I/ADCY6/KCNMB1/VDAC3/ADCY7/GUCY1B1/GTF2IRD1/EDNRB/ITPR2/NFATC4/SRF/PIK3R5/ROCK1/ADRA2B/PPP1CA/CACNA1S/GNA11/CREB3/GNAI2/ADCY1/MAPK1/NPPB/PRKCE/ITPR1/ADORA1/PPP3CC/ATP1B2/PRKG1/PPP3CB/ATP2B4/PPIF/CALML3/CALM1/ATP1B3/IRS2/SLC25A31/ADCY8/ATP2A3/OPRD1/ATF6B/ADORA3 44 KEGG hsa00604 Glycosphingolipid biosynthesis - ganglio series 6/1759 15/8135 0.08416 0.2179 0.1573 SLC33A1/ST8SIA1/ST8SIA5/B3GALT4/HEXB/ST6GALNAC4 6 KEGG hsa04216 Ferroptosis 13/1759 41/8135 0.0873 0.2243 0.1619 ACSL5/SLC3A2/VDAC3/SAT1/FTL/ATG5/TP53/HMOX1/ACSL6/STEAP3/ACSL3/SLC39A8/GSS 13 KEGG hsa00565 Ether lipid metabolism 15/1759 49/8135 0.0905 0.23 0.166 PLA2G6/PAFAH1B1/GAL3ST1/PLA2G4A/PLA2G2D/PAFAH1B3/GDPD3/PLA2G2E/PLPP3/AGPS/PLA2G4C/LPCAT4/PAFAH1B2/PLA2G12A/PLD1 15 KEGG hsa05017 Spinocerebellar ataxia 38/1759 143/8135 0.0909 0.23 0.166 MAPK9/AKT2/GRIN2C/PUM2/PSMC2/PIK3CA/VDAC3/PRKCB/ATG2B/RYR1/PIK3CB/RBPJL/ITPR2/OPA1/PSMD3/RBPJ/ATXN3/TWNK/ATG13/PSMD4/PSMA5/WIPI1/PSMB4/ITPR1/PSMA4/PPIF/GTF2B/PSMB7/PSMA2/PSMB5/ERN1/SLC25A31/ATXN2L/ATP2A3/MAPK8/PIK3R1/PSMD8/ULK1 38 KEGG hsa01524 Platinum drug resistance 21/1759 73/8135 0.0919 0.2303 0.1662 AKT2/FAS/BCL2L1/ATM/MLH1/BIRC3/PIK3CA/MSH2/PIK3CB/XPA/FADD/CASP3/CDKN1A/TP53/MAPK1/TOP2A/SLC31A1/BAK1/REV3L/PIK3R1/TOP2B 21 KEGG hsa04670 Leukocyte transendothelial migration 31/1759 114/8135 0.09239 0.2303 0.1662 PLCG2/GNAI3/CTNNB1/MAPK14/EZR/PIK3CA/PXN/PRKCB/VAV2/SIPA1/ITGA4/PIK3CB/ITGB2/CTNNA1/MYL5/AFDN/CLDN11/ITK/RHOH/ROCK1/TXK/CXCR4/GNAI2/RAC1/ARHGAP35/NCF4/VAV1/RAC2/PIK3R1/PLCG1/ITGAL 31 KEGG hsa01523 Antifolate resistance 10/1759 30/8135 0.09429 0.2333 0.1684 GGH/FOLR1/ABCC4/SLC19A1/TYMS/ATIC/SHMT1/MTHFR/IL6/NFKB1 10 KEGG hsa01522 Endocrine resistance 27/1759 98/8135 0.09728 0.2372 0.1712 MAPK9/PRKACB/AKT2/NCOR1/MAPK14/ADCY6/JUN/PIK3CA/ADCY7/PIK3CB/E2F3/FOS/CDKN1A/EGFR/ARAF/CYP2D6/TP53/NRAS/ADCY1/MAPK1/CDKN1B/BIK/SHC1/ADCY8/MAPK8/PIK3R1/PRKACA 27 KEGG hsa05231 Choline metabolism in cancer 27/1759 98/8135 0.09728 0.2372 0.1712 MAPK9/AKT2/PIP5K1A/CHKA/JUN/PIK3CA/PRKCB/PLA2G4A/PIP5K1B/PIK3CB/FOS/DGKQ/EGFR/PDGFC/PLPP3/NRAS/RAC1/MAPK1/PLA2G4C/RHEB/SLC22A1/PDGFA/RAC2/MAPK8/PIK3R1/PLD1/PLCG1 27 KEGG hsa04146 Peroxisome 23/1759 82/8135 0.1016 0.2459 0.1774 FAR2/PEX2/PEX11B/MVK/ACSL5/DECR2/GNPAT/PEX5/PEX3/IDH2/PAOX/NUDT7/PEX26/ACSL6/AGPS/GSTK1/ACSL3/PEX12/ABCD2/HAO2/MPV17/PEX1/HMGCL 23 KEGG hsa05144 Malaria 15/1759 50/8135 0.1046 0.2492 0.1798 LRP1/SDC1/ITGB2/CD40/TGFB2/IL10/IL18/CR1/CD40LG/IL6/HBB/THBS2/IFNG/KLRB1/ITGAL 15 KEGG hsa04213 Longevity regulating pathway - multiple species 18/1759 62/8135 0.1049 0.2492 0.1798 PRKACB/AKT2/ADCY6/PIK3CA/ADCY7/PIK3CB/CLPB/ATG5/NRAS/ADCY1/HSPA1L/IRS2/ADCY8/EIF4EBP2/PIK3R1/PRKAA2/PRKACA/HDAC1 18 KEGG hsa04514 Cell adhesion molecules 39/1759 149/8135 0.1052 0.2492 0.1798 ALCAM/CADM3/PTPRC/ICAM2/SDC1/HLA-DOB/PVR/CD8A/CD2/ITGA4/MAG/PTPRF/ITGB2/CLDN11/CD40/HLA-F/CD86/PDCD1LG2/NLGN4X/HLA-DMB/CDH15/NLGN4Y/CTLA4/NRXN1/HLA-C/ITGB7/HLA-DPB1/HLA-DPA1/CD40LG/CNTN1/MPZL1/HLA-DMA/HLA-G/SIGLEC1/CDH3/ICAM3/CD58/ITGAL/HLA-DQB1 39 KEGG hsa04810 Regulation of actin cytoskeleton 55/1759 218/8135 0.111 0.2611 0.1884 GSN/FGFR1/SCIN/IQGAP2/PIP5K1A/PAK2/PPP1R12A/EZR/ITGB4/FGF21/ACTR2/ARPC5/CYFIP2/PIK3CA/PXN/VAV2/ITGA7/PIP5K1B/FGFR4/ITGA4/PAK3/PIK3CB/INSRR/ITGB2/MYL5/BAIAP2/ITGB3/FGF5/ROCK1/PPP1CA/EGFR/CXCR4/PIP4K2C/PDGFC/ARAF/FN1/WASL/NRAS/RAC1/MAPK1/IQGAP1/ARHGAP35/ITGB7/F2R/FGF17/TMSB4Y/VAV1/PDGFA/RRAS/RAC2/ACTR3/PAK1/PIK3R1/GIT1/ITGAL 55 KEGG hsa04520 Adherens junction 20/1759 71/8135 0.1167 0.2721 0.1964 FGFR1/CTNNB1/TGFBR2/LEF1/PTPRF/MAP3K7/CTNNA1/AFDN/BAIAP2/NLK/EGFR/WASL/CREBBP/PTPN6/RAC1/MAPK1/PTPN1/IQGAP1/SNAI1/RAC2 20 KEGG hsa04720 Long-term potentiation 19/1759 67/8135 0.1177 0.2721 0.1964 PRKACB/GRIN2C/PRKCB/ITPR2/RPS6KA1/PPP1CA/ARAF/CREBBP/NRAS/ADCY1/MAPK1/ITPR1/PPP3CC/PPP3CB/CALML3/CALM1/CAMK2B/ADCY8/PRKACA 19 KEGG hsa04217 Necroptosis 41/1759 159/8135 0.1181 0.2721 0.1964 JAK2/IRF9/MAPK9/FAS/STAT1/TNFSF10/BIRC3/PARP1/TLR3/VDAC3/STAT5A/CASP1/PLA2G4A/TNFRSF10B/GLUD1/STAT4/FTL/PPID/IFNAR1/RBCK1/FADD/STAT6/HSP90AA1/JAK1/JAK3/SQSTM1/IFNGR2/IFNA1/PLA2G4C/TNFRSF1A/SMPD1/IFNAR2/TRAF5/CAMK2B/SLC25A31/TRADD/CHMP7/IFNG/PYCARD/MAPK8/AIFM1 41 KEGG hsa00514 Other types of O-glycan biosynthesis 14/1759 47/8135 0.1198 0.274 0.1978 GALNT10/B4GALT2/MFNG/ST6GAL1/C1GALT1C1/POFUT1/C1GALT1/GALNT6/B4GALT1/LFNG/GALNT8/POFUT2/PLOD3/POMT2 14 KEGG hsa05225 Hepatocellular carcinoma 43/1759 168/8135 0.1222 0.2777 0.2004 PLCG2/BRD7/AKT2/BCL2L1/CTNNB1/LRP6/TGFBR2/LEF1/ARID1A/GADD45B/FZD2/PIK3CA/PRKCB/WNT7A/PIK3CB/E2F3/TERT/SMAD2/FZD3/DDB2/SMARCA4/DPF1/TGFB2/WNT5A/CDKN1A/FRAT1/EGFR/ARAF/FZD9/FZD1/TP53/NRAS/HMOX1/MAPK1/MYC/TXNRD2/WNT6/BAK1/SHC1/PIK3R1/PLCG1/WNT1/FZD6 43 KEGG hsa04066 HIF-1 signaling pathway 29/1759 109/8135 0.1252 0.2813 0.203 PLCG2/CUL2/AKT2/RBX1/PIK3CA/PRKCB/ENO1/PIK3CB/ENO3/PDK1/CDKN1A/EGFR/ENO2/CREBBP/HMOX1/EGLN3/MAPK1/IFNGR2/CDKN1B/IL6/ANGPT2/CAMK2B/EPO/NFKB1/RPS6/ALDOC/IFNG/PIK3R1/PLCG1 29 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 37/1759 143/8135 0.1274 0.2813 0.203 JAK2/FGFR1/AKT2/CTNNB1/MAPK14/LIF/FZD2/PIK3CA/ID2/SOX2/FGFR4/IL6ST/WNT7A/ID4/PIK3CB/SMAD2/FZD3/HOXA1/DUSP9/POU5F1B/WNT5A/KLF4/JAK1/JAK3/FZD9/FZD1/NRAS/MAPK1/LEFTY1/MYC/NANOG/WNT6/INHBA/PIK3R1/ACVR2A/WNT1/FZD6 37 KEGG hsa04971 Gastric acid secretion 21/1759 76/8135 0.1287 0.2813 0.203 PRKACB/GNAI3/EZR/ADCY6/ADCY7/PRKCB/KCNJ2/ITPR2/ATP4A/KCNK2/GNAI2/ADCY1/ITPR1/ATP1B2/SSTR2/CALML3/CALM1/CAMK2B/ATP1B3/ADCY8/PRKACA 21 KEGG hsa03450 Non-homologous end-joining 5/1759 13/8135 0.1292 0.2813 0.203 MRE11/XRCC4/FEN1/DNTT/LIG4 5 KEGG hsa04150 mTOR signaling pathway 40/1759 156/8135 0.1295 0.2813 0.203 AKT2/ATP6V1D/CAB39/LRP6/ATP6V1H/SLC3A2/WDR59/FZD2/PIK3CA/PRKCB/GRB10/ATP6V1E1/WNT7A/PIK3CB/FZD3/RPS6KA1/STK11/NPRL3/ATP6V1A/DDIT4/LAMTOR3/WNT5A/DEPDC5/FZD9/FZD1/SGK1/NRAS/MAPK1/WNT6/RHEB/TNFRSF1A/ATP6V1B1/SEC13/RRAGC/RPS6/PIK3R1/PRKAA2/ULK1/WNT1/FZD6 40 KEGG hsa05418 Fluid shear stress and atherosclerosis 36/1759 139/8135 0.1298 0.2813 0.203 MAPK9/AKT2/MAP2K7/CTNNB1/DUSP1/MAPK14/PRKCZ/JUN/IL1R1/SDC1/PIK3CA/SUMO3/GPC1/PIK3CB/MAP2K4/MAP3K7/FOS/ITGB3/HSP90AA1/SQSTM1/TP53/RAC1/HMOX1/THBD/TNFRSF1A/PDGFA/CALML3/CALM1/TXN2/RAC2/NFKB1/IFNG/MAPK8/PIK3R1/PRKAA2/ACVR2A 36 KEGG hsa05218 Melanoma 20/1759 72/8135 0.1303 0.2813 0.203 FGFR1/AKT2/FGF21/GADD45B/PIK3CA/PIK3CB/E2F3/DDB2/CDKN1A/FGF5/EGFR/PDGFC/ARAF/TP53/NRAS/MAPK1/FGF17/BAK1/PDGFA/PIK3R1 20 KEGG hsa04070 Phosphatidylinositol signaling system 26/1759 97/8135 0.1317 0.2813 0.203 PLCG2/MTMR6/PI4K2A/PIP5K1A/MTMR4/CDS2/PIK3CA/PRKCB/PIP5K1B/MTMR14/PIK3CB/IMPA1/ITPR2/MTM1/MTMR3/DGKQ/PIP4K2C/PPIP5K2/ITPR1/CALML3/CALM1/PLCD1/IP6K2/ITPKA/PIK3R1/PLCG1 26 KEGG hsa04713 Circadian entrainment 26/1759 97/8135 0.1317 0.2813 0.203 PRKACB/GNAI3/GRIN2C/CACNA1I/ADCY6/GNG3/ADCY7/PRKCB/GUCY1B1/RYR1/PER3/FOS/GNAI2/ADCY1/MAPK1/RPS6KA5/ITPR1/GNB3/PRKG1/ADCYAP1R1/CACNA1H/CALML3/CALM1/CAMK2B/ADCY8/PRKACA 26 KEGG hsa04360 Axon guidance 46/1759 182/8135 0.1322 0.2813 0.203 PLCG2/GNAI3/PAK2/NCK1/EFNB1/PRKCZ/RASA1/SEMA6D/PIK3CA/SEMA4D/PAK3/PIK3CB/SEMA4A/RND1/FZD3/MYL5/NFATC4/EFNB2/SLIT1/WNT5A/ROCK1/SEMA3C/SHH/PLXNB1/SEMA6A/CXCR4/SEMA3B/NTN3/GNAI2/NRAS/RAC1/MAPK1/PPP3CC/CDK5/EFNA5/PPP3CB/RRAS/CAMK2B/EFNA4/RAC2/PAK1/SEMA4C/UNC5C/PIK3R1/SEMA7A/PLCG1 46 KEGG hsa04136 Autophagy - other 10/1759 32/8135 0.1346 0.284 0.205 GABARAPL1/ATG4A/PPP2CB/ATG2B/ATG5/ATG13/WIPI1/PPP2CA/ATG4B/ATG16L1 10 KEGG hsa04340 Hedgehog signaling pathway 16/1759 56/8135 0.1356 0.284 0.205 CSNK1G3/PRKACB/IQCE/FBXW11/GRK2/CDON/CSNK1G2/SHH/CSNK1D/IHH/SPOP/GRK3/GLI1/MEGF8/PTCH2/PRKACA 16 KEGG hsa04211 Longevity regulating pathway 24/1759 89/8135 0.1361 0.284 0.205 PRKACB/AKT2/ADCY6/PIK3CA/ADCY7/EHMT1/PIK3CB/STK11/ATG5/ATG13/CREB3/TP53/NRAS/ADCY1/ADIPOR1/RHEB/IRS2/ADCY8/NFKB1/PIK3R1/PRKAA2/PRKACA/ULK1/ATF6B 24 KEGG hsa04728 Dopaminergic synapse 34/1759 132/8135 0.1456 0.3009 0.2172 MAPK9/PRKACB/AKT2/GNAI3/MAPK14/GNG3/PPP2CB/PRKCB/CACNA1B/TH/ITPR2/FOS/PPP1CA/PPP2R5C/CREB3/GNAI2/DRD3/SLC6A3/ITPR1/PPP2R1A/PPP3CC/GNB3/PPP2CA/CALY/PPP2R1B/PPP3CB/CALML3/CALM1/CAMK2B/CLOCK/MAPK8/PRKACA/GSK3A/ATF6B 34 KEGG hsa04924 Renin secretion 19/1759 69/8135 0.1468 0.3009 0.2172 PRKACB/GNAI3/PDE1B/ADCY6/KCNJ2/GUCY1B1/AGT/ITPR2/EDN2/CACNA1S/GNAI2/ITPR1/ADORA1/PPP3CC/ADCYAP1R1/PPP3CB/CALML3/CALM1/PRKACA 19 KEGG hsa05031 Amphetamine addiction 19/1759 69/8135 0.1468 0.3009 0.2172 PRKACB/GRIN2C/FOSB/JUN/PRKCB/TH/FOS/PPP1CA/CREB3/SLC6A3/PPP3CC/PPP3CB/STX1A/CALML3/CALM1/CAMK2B/PRKACA/HDAC1/ATF6B 19 KEGG hsa04141 Protein processing in endoplasmic reticulum 43/1759 171/8135 0.15 0.3054 0.2204 DNAJC10/MAPK9/MAP2K7/UBE2J1/RBX1/SSR1/RRBP1/TRAM1/HSPA4L/UBE2G2/RNF5/SEC63/UBE2G1/STUB1/EIF2AK1/PLAA/HSP90AA1/EDEM1/ATXN3/PPP1R15A/SEC24A/UFD1/SEC23A/EDEM3/HERPUD1/DNAJC1/SSR4/PREB/ERO1A/BAK1/NPLOC4/PDIA4/HSPA1L/ERN1/UBE2D4/SEC24B/SEC13/DNAJB12/MAPK8/SEC23B/EDEM2/RAD23B/ATF6B 43 KEGG hsa00920 Sulfur metabolism 4/1759 10/8135 0.151 0.3057 0.2206 PAPSS1/PAPSS2/SQOR/BPNT1 4 KEGG hsa04910 Insulin signaling pathway 35/1759 137/8135 0.1537 0.3093 0.2232 MAPK9/PRKACB/AKT2/SOCS3/RAPGEF1/PRKCZ/PIK3CA/PTPRF/PIK3CB/FLOT2/PPP1CA/ARAF/GCK/EXOC7/NRAS/G6PC3/MAPK1/PTPN1/FASN/RHEB/GYS1/PHKG1/PKLR/CALML3/CALM1/IRS2/SHC1/ACACB/RPS6/MAPK8/PIK3R1/PRKAA2/PRKACA/PHKB/SOCS2 35 KEGG hsa05030 Cocaine addiction 14/1759 49/8135 0.1558 0.3099 0.2237 PRKACB/GNAI3/GRIN2C/FOSB/JUN/TH/CREB3/GNAI2/SLC6A3/CDK5/BDNF/NFKB1/PRKACA/ATF6B 14 KEGG hsa03410 Base excision repair 10/1759 33/8135 0.1577 0.3099 0.2237 PCNA/POLD3/POLB/PARP1/PARP2/APEX2/PARP4/FEN1/MBD4/POLE 10 KEGG hsa04130 SNARE interactions in vesicular transport 10/1759 33/8135 0.1577 0.3099 0.2237 STX18/SEC22B/BET1L/VAMP8/STX7/VAMP5/BET1/STX1A/SNAP29/SNAP23 10 KEGG hsa05219 Bladder cancer 12/1759 41/8135 0.1577 0.3099 0.2237 E2F3/CDKN1A/UPK3A/EGFR/ARAF/TP53/NRAS/MAPK1/RPS6KA5/MYC/MMP1/DAPK2 12 KEGG hsa04120 Ubiquitin mediated proteolysis 36/1759 142/8135 0.1618 0.3141 0.2267 CUL2/SOCS3/UBE2A/UBE2J1/FBXW11/BIRC3/UBE2L6/RBX1/TRAF6/DET1/UBE2G2/HERC1/AIRE/UBA3/UBC/UBE2G1/DDB2/STUB1/UBE2H/ERCC8/UBE2L3/CDC20/CDC16/HERC4/UBE2Q1/UBE2I/UBE2Z/FANCL/SAE1/TRIM37/SIAH1/CDC23/PIAS1/UBE2D4/RNF7/CBLC 36 KEGG hsa04936 Alcoholic liver disease 36/1759 142/8135 0.1618 0.3141 0.2267 MAPK9/AKT2/FAS/MAP2K7/TAB2/CTNNB1/MAPK14/TRAF6/LEF1/MAP2K4/IL17RC/MAP3K7/FADD/CASP3/TBK1/TRAF3/ADIPOR1/CYP2E1/IFNA1/FASN/NOX4/TNFRSF1A/IL6/C3AR1/CPT1A/ADH6/TRA2B/ACACB/TRADD/FABP1/NFKB1/TRA2A/MAPK8/PRKAA2/LY96/CD14 36 KEGG hsa04622 RIG-I-like receptor signaling pathway 19/1759 70/8135 0.1628 0.3143 0.2269 RNF125/CXCL10/MAPK9/IFIH1/MAPK14/TRAF6/TRIM25/MAP3K7/FADD/TBK1/ATG5/DDX58/TBKBP1/TRAF3/IFNA1/TRADD/NFKB1/IRF7/MAPK8 19 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 21/1759 79/8135 0.173 0.3321 0.2396 JAK2/PLCG2/AKT2/BCL2L1/PIK3CA/PRKCB/PIK3CB/JAK1/EGFR/GAS6/PDGFC/ARAF/NRAS/MAPK1/NF1/IL6/PDGFA/SHC1/RPS6/PIK3R1/PLCG1 21 KEGG hsa05110 Vibrio cholerae infection 14/1759 50/8135 0.1757 0.3353 0.242 PLCG2/PRKACB/ATP6V1D/ATP6V1H/KDELR3/ATP6V0E1/ATP6V1E1/ATP6V1A/ATP6AP1/ERO1A/ATP6V1B1/PDIA4/PRKACA/PLCG1 14 KEGG hsa04145 Phagosome 38/1759 152/8135 0.1776 0.337 0.2432 STX18/ATP6V1D/TAP1/FCGR2B/ATP6V1H/STX12/ATP6V0E1/SEC22B/DYNC1I2/HLA-DOB/ATP6V1E1/ITGB2/STX7/ATP6V1A/HLA-F/ITGB3/TUBA8/TUBB/HLA-DMB/RAC1/TUBA1A/TUBB2A/HLA-C/ATP6AP1/COLEC12/NCF4/HLA-DPB1/COLEC11/HLA-DPA1/CORO1A/ATP6V1B1/HLA-DMA/DYNC1LI1/HLA-G/LAMP1/THBS2/CD14/HLA-DQB1 38 KEGG hsa00900 Terpenoid backbone biosynthesis 7/1759 22/8135 0.1802 0.34 0.2453 MVK/GGPS1/ICMT/HMGCR/MVD/ZMPSTE24/DHDDS 7 KEGG hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 8/1759 26/8135 0.1823 0.3402 0.2455 PIGN/PIGV/PIGC/PIGB/PIGF/PIGK/PIGQ/GPAA1 8 KEGG hsa04950 Maturity onset diabetes of the young 8/1759 26/8135 0.1823 0.3402 0.2455 HES1/HHEX/HNF1A/HNF4A/SLC2A2/GCK/PKLR/PDX1 8 KEGG hsa04390 Hippo signaling pathway 39/1759 157/8135 0.1854 0.344 0.2482 DLG5/CTNNB1/FBXW11/BIRC3/TGFBR2/LEF1/MPP5/PRKCZ/LLGL2/CCND3/FZD2/ID2/PPP2CB/SOX2/YWHAZ/WNT7A/SMAD2/FZD3/ITGB2/CTNNA1/TGFB2/WNT5A/YWHAH/GDF5/PPP1CA/CSNK1D/FZD9/FZD1/BMP8A/MYC/PPP2R1A/WNT6/FRMD1/PPP2CA/PPP2R1B/AREG/WWTR1/WNT1/FZD6 39 KEGG hsa04913 Ovarian steroidogenesis 14/1759 51/8135 0.1967 0.3627 0.2617 PRKACB/HSD17B1/ADCY6/LDLR/ADCY7/PLA2G4A/PTGS2/CYP17A1/ADCY1/PLA2G4C/CYP1B1/FSHB/ADCY8/PRKACA 14 KEGG hsa04727 GABAergic synapse 23/1759 89/8135 0.1976 0.3627 0.2617 GABARAPL1/PRKACB/GNAI3/HAP1/ADCY6/GNG3/ADCY7/PRKCB/CACNA1B/SLC38A3/NSF/CACNA1S/GAD2/SLC6A11/GNAI2/ADCY1/GABRD/GNB3/PLCL1/ADCY8/GABRR1/GABRR2/PRKACA 23 KEGG hsa04972 Pancreatic secretion 26/1759 102/8135 0.2002 0.3654 0.2637 RAB8A/CD38/ADCY6/ADCY7/PRKCB/PLA2G2D/RAB3D/CEL/RAB11A/ITPR2/PRSS2/CELA3A/PLA2G2E/RAC1/ADCY1/ITPR1/ATP1B2/ATP2B4/CPA1/ATP1B3/CELA2B/ADCY8/PLA2G12A/ATP2A3/CTRB2/SCT 26 KEGG hsa04929 GnRH secretion 17/1759 64/8135 0.2057 0.3735 0.2695 AKT2/CACNA1I/KCNN4/PIK3CA/PRKCB/PIK3CB/ITPR2/KCNN2/KCNN3/CACNA1S/GNA11/NRAS/MAPK1/ITPR1/CACNA1H/GNRH2/PIK3R1 17 KEGG hsa00603 Glycosphingolipid biosynthesis - globo and isoglobo series 5/1759 15/8135 0.2083 0.3762 0.2715 ST8SIA1/B3GALNT1/NAGA/HEXB/FUT2 5 KEGG hsa04710 Circadian rhythm 9/1759 31/8135 0.2114 0.3775 0.2724 BHLHE41/FBXW11/RBX1/BHLHE40/PER3/NPAS2/CSNK1D/CLOCK/PRKAA2 9 KEGG hsa04152 AMPK signaling pathway 30/1759 120/8135 0.2115 0.3775 0.2724 AKT2/CAB39/RAB8A/EEF2/CCNA2/PIK3CA/PPP2CB/PIK3CB/MAP3K7/TBC1D1/STK11/HNF4A/PPP2R5C/HMGCR/CREB3/G6PC3/ADIPOR1/FASN/PPP2R1A/RHEB/PPP2CA/GYS1/PPP2R1B/IRS2/CPT1A/ACACB/PIK3R1/PRKAA2/ULK1/PFKFB4 30 KEGG hsa04966 Collecting duct acid secretion 8/1759 27/8135 0.213 0.3775 0.2724 ATP6V1D/CLCNKB/ATP6V0E1/ATP6V1E1/ATP4A/ATP6V1A/ATP6V1B1/SLC12A7 8 KEGG hsa04964 Proximal tubule bicarbonate reclamation 7/1759 23/8135 0.2136 0.3775 0.2724 SLC25A10/GLUD1/SLC38A3/ATP1B2/MDH1/ATP1B3/CA4 7 KEGG hsa00562 Inositol phosphate metabolism 19/1759 73/8135 0.2159 0.3795 0.2739 PLCG2/FIG4/MTMR6/PI4K2A/PIP5K1A/MINPP1/MTMR4/PIK3CA/PIP5K1B/MTMR14/PIK3CB/IMPA1/MTM1/MTMR3/PIP4K2C/TPI1/PLCD1/ITPKA/PLCG1 19 KEGG hsa04915 Estrogen signaling pathway 34/1759 138/8135 0.2202 0.3851 0.2779 PRKACB/AKT2/GNAI3/FKBP5/KRT33A/ADCY6/JUN/PIK3CA/ADCY7/PIK3CB/ITPR2/FOS/KRT32/HSP90AA1/NCOA1/PRKCD/EGFR/KRT13/CREB3/GNAI2/NRAS/ADCY1/MAPK1/ITPR1/EBAG9/CALML3/CALM1/HSPA1L/SHC1/ADCY8/PIK3R1/PRKACA/OPRM1/ATF6B 34 KEGG hsa05012 Parkinson disease 63/1759 266/8135 0.2235 0.3888 0.2806 MAPK9/PRKACB/BCL2L1/GNAI3/MFN2/UBE2J1/DUSP1/NDUFA9/UBE2L6/ATP5PB/PSMC2/UBE2G2/NDUFS3/NDUFS1/VDAC3/SLC39A6/TH/UBC/UBE2G1/ITPR2/SNCA/CASP3/SDHA/PSMD3/TUBA8/UBE2L3/MFN1/TRAP1/TUBB/PSMD4/PSMA5/TP53/GNAI2/NDUFS7/PSMB4/TUBA1A/TUBB2A/SLC6A3/ITPR1/PSMA4/UQCRC1/MAPT/NDUFA8/SLC39A8/PPIF/PSMB7/ATP5PD/CALML3/PSMA2/CALM1/CAMK2B/COX6A2/PSMB5/ERN1/SLC25A31/TXN2/SLC39A7/KLC1/MAPK8/PRKACA/PSMD8/PLCG1/ATP5F1A 63 KEGG hsa03013 Nucleocytoplasmic transport 27/1759 108/8135 0.2265 0.392 0.2829 TPR/EEF1A1/IPO8/NUP37/UPF1/XPO7/SUMO3/XPO1/NXT2/POM121/NUP85/NUP107/SNUPN/NUP133/XPO4/IPO9/UBE2I/NXF3/UPF3B/RANBP17/NMD3/NDC1/SEC13/ACIN1/THOC2/NUP93/TNPO2 27 KEGG hsa04962 Vasopressin-regulated water reabsorption 12/1759 44/8135 0.228 0.3926 0.2833 PRKACB/ADCY6/DYNC1I2/AQP2/RAB11A/NSF/AVP/CREB3/AVPR2/ARHGDIB/DYNC1LI1/PRKACA 12 KEGG hsa05032 Morphine addiction 23/1759 91/8135 0.2314 0.3963 0.286 PRKACB/GNAI3/PDE1B/ADCY6/GNG3/ADCY7/PRKCB/CACNA1B/GRK2/PDE4B/GNAI2/ADCY1/GRK3/GABRD/ADORA1/GNB3/ADCY8/GABRR1/GABRR2/GRK6/PRKACA/OPRM1/PDE8A 23 KEGG hsa00350 Tyrosine metabolism 10/1759 36/8135 0.2371 0.4028 0.2907 GOT2/PNMT/TH/FAH/HPD/ALDH3A1/HGD/MIF/TYRP1/ADH6 10 KEGG hsa04072 Phospholipase D signaling pathway 36/1759 148/8135 0.2376 0.4028 0.2907 PLCG2/AKT2/PIP5K1A/ADCY6/PIK3CA/ADCY7/SYK/PLA2G4A/PIP5K1B/AGT/PIK3CB/CYTH3/CYTH1/GRM4/PIK3R5/AGPAT3/DGKQ/EGFR/PDGFC/PLPP3/AVP/NRAS/ADCY1/MAPK1/PLA2G4C/RHEB/F2R/AVPR2/PDGFA/RRAS/LPAR6/SHC1/ADCY8/PIK3R1/PLD1/PLCG1 36 KEGG hsa05230 Central carbon metabolism in cancer 18/1759 70/8135 0.2409 0.4053 0.2925 FGFR1/AKT2/PGAM1/PIK3CA/PIK3CB/IDH2/PDK1/NTRK1/EGFR/SLC2A2/GCK/TP53/NRAS/MAPK1/MYC/SLC1A5/PIK3R1/TIGAR 18 KEGG hsa04215 Apoptosis - multiple species 9/1759 32/8135 0.2415 0.4053 0.2925 MAPK9/BCL2L1/BIRC3/FADD/CASP3/DIABLO/TNFRSF1A/BAK1/MAPK8 9 KEGG hsa00100 Steroid biosynthesis 6/1759 20/8135 0.2517 0.4183 0.3019 CEL/MSMO1/CYP24A1/SC5D/LSS/LBR 6 KEGG hsa00670 One carbon pool by folate 6/1759 20/8135 0.2517 0.4183 0.3019 TYMS/FTCD/ATIC/SHMT1/MTHFR/ALDH1L1 6 KEGG hsa02010 ABC transporters 12/1759 45/8135 0.2539 0.4198 0.3029 TAP1/ABCC4/ABCG1/ABCC6/ABCA2/ABCC10/ABCG4/ABCC8/ABCD2/ABCB9/ABCB1/ABCA8 12 KEGG hsa01230 Biosynthesis of amino acids 19/1759 75/8135 0.2551 0.4198 0.3029 IDH3B/MAT2B/GOT2/MAT2A/PGAM1/BCAT2/ASL/ENO1/TKT/SDS/IDH2/ENO3/ENO2/PRPS2/SHMT1/TPI1/PKLR/TALDO1/ALDOC 19 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 36/1759 150/8135 0.266 0.4317 0.3115 PRKACB/AKT2/GNAI3/MAPK14/ADCY6/ADCY7/PPP2CB/AGT/CACNG2/PIK3R5/TPM3/MYL3/PPP1CA/CACNG5/CACNG1/CACNA1S/PPP2R5C/CREB3/GNAI2/ADCY1/MAPK1/RPS6KA5/PPP2R1A/ATP1B2/PPP2CA/PPP2R1B/AGTR2/ATP2B4/CALML3/CALM1/CAMK2B/ATP1B3/ADCY8/ATP2A3/PRKACA/ATF6B 36 KEGG hsa00230 Purine metabolism 31/1759 128/8135 0.2666 0.4317 0.3115 DCK/CANT1/NME6/ENTPD1/PDE1B/ADCY6/RRM2/PAPSS1/PAPSS2/ENTPD2/ADCY7/GUCY1B1/AMPD1/ADA2/PDE6D/PDE4B/DGUOK/AMPD3/GUCY2D/PRPS2/GMPR2/ATIC/ADCY1/ENPP4/PRUNE1/ADA/GMPR/ADCY8/RRM1/GMPS/PDE8A 31 KEGG hsa05168 Herpes simplex virus 1 infection 113/1759 495/8135 0.267 0.4317 0.3115 JAK2/IRF9/IFIH1/AKT2/SOCS3/FAS/BCL2L1/TAP1/TAB2/ZNF430/STAT1/ZNF43/BIRC3/CCL5/TRAF6/ZNF14/ZNF557/ZNF141/ZNF253/ZNF45/ZNF544/OAS2/TLR3/ZNF764/PIK3CA/HLA-DOB/SYK/ZNF257/ZNF160/ZNF419/ZNF529/ZNF780B/PIK3CB/ZNF107/ZNF112/MAP3K7/ZNF184/IFNAR1/ZNF606/ZNF3/ZNF180/FADD/CASP3/EIF2B2/ZNF426/EIF2AK1/HLA-F/ITGB3/TAPBP/TBK1/ZNF85/ZNF324/ZNF200/PPP1CA/JAK1/DDX58/ZNF33B/ZNF331/HLA-DMB/ZNF471/ZNF814/ZNF813/ZNF267/ZNF562/TRAF3/ZNF195/NXF3/TP53/SRSF5/ZNF304/ZNF721/IFNGR2/IFNA1/HLA-C/RNASEL/ZNF468/ZNF350/HLA-DPB1/RHEB/ZNF343/HLA-DPA1/TNFRSF1A/OAS1/IFNAR2/BAK1/ZNF415/IL6/ZNF214/ZNF682/B2M/ZNF667/TRAF5/ZNF302/ZNF211/HLA-DMA/ZNF571/ZNF675/HLA-G/TRADD/ZNF587/SRSF7/ZFP69B/NFKB1/ZNF671/ZNF354A/IRF7/IFNG/PIK3R1/ZNF205/ZNF549/ZNF324B/CD74/HLA-DQB1 113 KEGG hsa04970 Salivary secretion 23/1759 93/8135 0.2675 0.4317 0.3115 PRKACB/CD38/ADCY6/KCNN4/ADCY7/PRKCB/GUCY1B1/BEST2/ITPR2/ADCY1/ITPR1/CAMP/ATP1B2/PRKG1/ATP2B4/CST3/TRPV6/CALML3/CALM1/ATP1B3/STATH/ADCY8/PRKACA 23 KEGG hsa01200 Carbon metabolism 28/1759 115/8135 0.2696 0.4329 0.3124 IDH3B/GOT2/OGDHL/PGAM1/ENO1/ADPGK/TKT/SDS/GLUD1/ME1/IDH2/H6PD/ENO3/GPI/SDHA/ENO2/PRPS2/GCK/GLDC/SHMT1/TPI1/HIBCH/MDH1/PKLR/HAO2/TALDO1/ALDOC/DLD 28 KEGG hsa05146 Amoebiasis 25/1759 102/8135 0.2722 0.4351 0.314 PRKACB/IL1R1/PIK3CA/PRKCB/PIK3CB/CSF2/ITGB2/CASP3/TGFB2/C8G/CTSG/LAMC3/IL10/FN1/GNA11/SERPINB6/ADCY1/MUC2/IL6/NFKB1/IFNG/PIK3R1/PRKACA/COL4A3/CD14 25 KEGG hsa04020 Calcium signaling pathway 56/1759 240/8135 0.2798 0.4451 0.3212 PLCG2/PRKACB/FGFR1/ASPH/CD38/GRIN2C/PTGER1/PDE1B/CACNA1I/FGF21/VDAC3/ADCY7/PRKCB/CACNA1B/TACR2/FGFR4/RYR1/EDNRB/NTRK2/ITPR2/HTR6/P2RX6/NTRK1/FGF5/GDNF/EGFR/CXCR4/PDGFC/CACNA1S/GNA11/ADCY1/ITPR1/NTSR1/PPP3CC/P2RX2/F2R/FGF17/PHKG1/CACNA1H/PPP3CB/CACNA1E/ATP2B4/PDGFA/PPIF/CALML3/CALM1/CAMK2B/SLC25A31/PLCD1/ADCY8/ATP2A3/ITPKA/PRKACA/PHKB/PLCG1/ADORA2B 56 KEGG hsa05010 Alzheimer disease 88/1759 384/8135 0.2827 0.4475 0.323 MAPK9/AKT2/FAS/MAP2K7/CTNNB1/ADAM10/NDUFA9/ATP5PB/LRP1/IDE/LRP6/GRIN2C/PSMC2/NDUFS3/NDUFS1/FZD2/PIK3CA/VDAC3/SLC39A6/ATG2B/WNT7A/APP/PIK3CB/ITPR2/PPID/FZD3/FADD/SNCA/CASP3/PTGS2/SDHA/PSMD3/WNT5A/TUBA8/FRAT1/TUBB/ARAF/ATG13/FZD9/PSMD4/CACNA1S/PSMA5/FZD1/NRAS/NDUFS7/WIPI1/MAPK1/PSMB4/TUBA1A/PSEN1/TUBB2A/NOX4/ITPR1/PSMA4/UQCRC1/PPP3CC/MAPT/WNT6/CSF1/TNFRSF1A/NDUFA8/CDK5/SLC39A8/RTN4/PPP3CB/IL6/PPIF/PSMB7/ATP5PD/CALML3/PSMA2/CALM1/COX6A2/PSMB5/IRS2/ERN1/SLC25A31/SLC39A7/NFKB1/KLC1/ATP2A3/MAPK8/PIK3R1/PSMD8/ATP5F1A/ULK1/WNT1/FZD6 88 KEGG hsa05414 Dilated cardiomyopathy 23/1759 96/8135 0.3253 0.5118 0.3693 PRKACB/ITGB4/ADCY6/ADCY7/ITGA7/ITGA4/SGCA/AGT/CACNG2/MYBPC3/TGFB2/TPM3/ITGB3/EMD/MYL3/CACNG5/CACNG1/CACNA1S/ADCY1/ITGB7/ADCY8/ATP2A3/PRKACA 23 KEGG hsa00600 Sphingolipid metabolism 13/1759 52/8135 0.3264 0.5118 0.3693 SGPP1/CERK/CERS6/SPTLC3/GAL3ST1/SGPL1/SMPD2/PLPP3/SPTLC2/SMPD1/CERS4/HEXB/NEU2 13 KEGG hsa05134 Legionellosis 14/1759 57/8135 0.3428 0.535 0.3861 EEF1A1/SEC22B/HSF1/CASP1/NFKB2/ITGB2/CASP3/IL18/CR1/IL6/HSPA1L/NFKB1/PYCARD/CD14 14 KEGG hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 4/1759 14/8135 0.3585 0.5569 0.4019 FUT8/B3GNT2/B4GALT2/B4GALT1 4 KEGG hsa04976 Bile secretion 21/1759 89/8135 0.3645 0.5637 0.4068 PRKACB/ABCC4/ADCY6/LDLR/ADCY7/UGT2B17/KCNN2/AQP8/HMGCR/ADCY1/NR0B2/ATP1B2/SLC22A7/SLC22A1/NR1H4/ATP1B3/ADCY8/UGT2B4/PRKACA/ABCB1/SCT 21 KEGG hsa00010 Glycolysis / Gluconeogenesis 16/1759 67/8135 0.3719 0.5698 0.4113 BPGM/MINPP1/PGAM1/ENO1/ADPGK/ENO3/GPI/ALDH3A1/ENO2/GCK/G6PC3/TPI1/PKLR/ADH6/ALDOC/DLD 16 KEGG hsa05221 Acute myeloid leukemia 16/1759 67/8135 0.3719 0.5698 0.4113 AKT2/LEF1/CCNA2/PIK3CA/STAT5A/PIK3CB/CSF2/CSF1R/PIM2/ARAF/NRAS/MAPK1/MYC/NFKB1/PIK3R1/CD14 16 KEGG hsa04614 Renin-angiotensin system 6/1759 23/8135 0.3778 0.5762 0.4158 PREP/AGT/CTSG/ATP6AP2/CMA1/AGTR2 6 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 18/1759 77/8135 0.3971 0.6029 0.4351 CTNNB1/DSC2/LEF1/ITGB4/ITGA7/ITGA4/SGCA/CACNG2/CTNNA1/ITGB3/EMD/ACTN3/CACNG5/CACNG1/CACNA1S/ITGB7/DSP/ATP2A3 18 KEGG hsa01250 Biosynthesis of nucleotide sugars 9/1759 37/8135 0.4067 0.6119 0.4416 UXS1/FPGT/CMAS/NAGK/TGDS/GPI/GALK2/GCK/GFPT1 9 KEGG hsa05143 African trypanosomiasis 9/1759 37/8135 0.4067 0.6119 0.4416 APOA1/FAS/PRKCB/IDO1/IL10/IL18/IL6/HBB/IFNG 9 KEGG hsa04932 Non-alcoholic fatty liver disease 35/1759 155/8135 0.4164 0.6236 0.4501 MAPK9/AKT2/SOCS3/FAS/NDUFA9/MAPK14/JUN/NDUFS3/NDUFS1/PIK3CA/MLXIP/PIK3CB/MAP3K11/FOS/CASP3/SDHA/NDUFS7/RAC1/ADIPOR1/CYP2E1/UQCRC1/NR1H3/TNFRSF1A/NDUFA8/IL6/PKLR/COX6A2/MLXIPL/IRS2/ERN1/NFKB1/MAPK8/PIK3R1/PRKAA2/GSK3A 35 KEGG hsa04977 Vitamin digestion and absorption 6/1759 24/8135 0.4207 0.6273 0.4527 APOA1/SLC19A1/LMBRD1/MMACHC/APOA4/SLC19A2 6 KEGG hsa04510 Focal adhesion 45/1759 201/8135 0.4226 0.6273 0.4528 MAPK9/AKT2/CTNNB1/PIP5K1A/PAK2/BIRC3/PPP1R12A/RAPGEF1/COL6A1/ITGB4/JUN/CCND3/PIK3CA/PXN/PRKCB/VAV2/ITGA7/PIP5K1B/ITGA4/PAK3/PIK3CB/RASGRF1/TNXB/MYL5/FLNB/ITGB3/ROCK1/PPP1CA/LAMC3/EGFR/PDGFC/FN1/RAC1/MAPK1/ARHGAP35/ITGB7/VAV1/PDGFA/SHC1/RAC2/THBS2/PAK1/MAPK8/PIK3R1/COL4A3 45 KEGG hsa03015 mRNA surveillance pathway 22/1759 97/8135 0.4392 0.6491 0.4684 FUS/CPSF1/UPF1/GSPT2/PPP2CB/NXT2/RNGTT/PPP1CA/PAPOLA/CSTF1/DAZAP1/PPP2R5C/NXF3/CLP1/PPP2R1A/PABPC3/NUDT21/UPF3B/PPP2CA/PAPOLG/PPP2R1B/ACIN1 22 KEGG hsa00591 Linoleic acid metabolism 7/1759 29/8135 0.4419 0.6502 0.4693 PLA2G6/PLA2G4A/PLA2G2D/PLA2G2E/CYP2E1/PLA2G4C/PLA2G12A 7 KEGG hsa03018 RNA degradation 18/1759 79/8135 0.4443 0.6509 0.4698 DCPS/PARN/ENO1/TTC37/CNOT9/DCP2/ENO3/EDC3/BTG2/LSM1/EXOSC2/ENO2/CNOT2/PABPC3/TOB2/CNOT7/MTREX/CNOT1 18 KEGG hsa04918 Thyroid hormone synthesis 17/1759 75/8135 0.4579 0.6674 0.4817 PRKACB/ADCY6/ADCY7/PRKCB/ITPR2/CREB3/ADCY1/ITPR1/ATP1B2/ASGR1/SERPINA7/PDIA4/ATP1B3/GPX3/ADCY8/PRKACA/ATF6B 17 KEGG hsa03020 RNA polymerase 8/1759 34/8135 0.4596 0.6674 0.4817 POLR2F/POLR1B/CRCP/POLR3B/POLR3K/POLR3G/POLR2E/POLR1D 8 KEGG hsa00592 alpha-Linolenic acid metabolism 6/1759 25/8135 0.4632 0.6697 0.4833 PLA2G6/PLA2G4A/PLA2G2D/PLA2G2E/PLA2G4C/PLA2G12A 6 KEGG hsa00360 Phenylalanine metabolism 4/1759 16/8135 0.4666 0.6718 0.4848 GOT2/HPD/ALDH3A1/MIF 4 KEGG hsa00030 Pentose phosphate pathway 7/1759 30/8135 0.4807 0.689 0.4973 DERA/TKT/H6PD/GPI/PRPS2/TALDO1/ALDOC 7 KEGG hsa00790 Folate biosynthesis 6/1759 26/8135 0.5048 0.7181 0.5182 GGH/GCH1/TH/ALPI/AKR1B10/MOCS2 6 KEGG hsa04724 Glutamatergic synapse 25/1759 114/8135 0.5052 0.7181 0.5182 PRKACB/GNAI3/GRIN2C/ADCY6/GNG3/ADCY7/PRKCB/PLA2G4A/GRK2/ITPR2/GRM4/SLC38A3/GNAI2/ADCY1/MAPK1/ITPR1/GRK3/SLC1A1/PLA2G4C/PPP3CC/GNB3/PPP3CB/ADCY8/PRKACA/PLD1 25 KEGG hsa00260 Glycine, serine and threonine metabolism 9/1759 40/8135 0.5082 0.7193 0.5191 ALAS1/BPGM/PGAM1/SARDH/SDS/SRR/GLDC/SHMT1/DLD 9 KEGG hsa00450 Selenocompound metabolism 4/1759 17/8135 0.5182 0.7232 0.522 PAPSS1/PAPSS2/SEPHS1/TXNRD2 4 KEGG hsa00910 Nitrogen metabolism 4/1759 17/8135 0.5182 0.7232 0.522 CA12/GLUD1/CA5A/CA4 4 KEGG hsa03022 Basal transcription factors 10/1759 45/8135 0.5196 0.7232 0.522 GTF2E1/TAF15/CDK7/GTF2I/TAF1/GTF2E2/GTF2H1/GTF2IRD1/GTF2B/TAF6L 10 KEGG hsa04726 Serotonergic synapse 25/1759 115/8135 0.5249 0.7232 0.522 PRKACB/GNAI3/DUSP1/GNG3/PRKCB/CACNA1B/PLA2G4A/ALOX12B/APP/ITPR2/HTR6/CASP3/PTGS2/KCNN2/ARAF/CACNA1S/CYP2D6/GNAI2/NRAS/MAPK1/ITPR1/PLA2G4C/GNB3/KCND2/PRKACA 25 KEGG hsa05020 Prion disease 59/1759 273/8135 0.5263 0.7232 0.522 MAPK9/PRKACB/EGR1/NDUFA9/CCL5/ATP5PB/MAPK14/GRIN2C/PSMC2/NDUFS3/NDUFS1/PIK3CA/VDAC3/CACNA1B/RYR1/PIK3CB/C7/ITPR2/CASP3/SDHA/PSMD3/C8G/TUBA8/PRKCD/TUBB/PSMD4/CACNA1S/PSMA5/CREB3/NDUFS7/RAC1/MAPK1/PSMB4/TUBA1A/TUBB2A/ITPR1/PSMA4/UQCRC1/PPP3CC/NCF4/NDUFA8/PPP3CB/IL6/PPIF/PSMB7/ATP5PD/PSMA2/HSPA1L/COX6A2/PSMB5/SLC25A31/RAC2/KLC1/MAPK8/PIK3R1/PRKACA/PSMD8/ATP5F1A/ATF6B 59 KEGG hsa00510 N-Glycan biosynthesis 11/1759 50/8135 0.5298 0.7232 0.522 ALG6/DPAGT1/FUT8/MAN2A1/B4GALT2/ST6GAL1/MGAT4A/MGAT3/ALG5/B4GALT1/ALG9 11 KEGG hsa04979 Cholesterol metabolism 11/1759 50/8135 0.5298 0.7232 0.522 APOA1/LRP1/LDLR/VDAC3/LCAT/CYP27A1/ANGPTL4/APOA2/ANGPTL8/LDLRAP1/APOA4 11 KEGG hsa04721 Synaptic vesicle cycle 17/1759 78/8135 0.53 0.7232 0.522 ATP6V1D/ATP6V1H/ATP6V0E1/CACNA1B/ATP6V1E1/ATP6V1A/CPLX3/NSF/SLC6A11/SLC6A3/SLC18A3/SLC6A7/SLC1A1/ATP6V1B1/STX1A/SLC6A9/SLC6A2 17 KEGG hsa00512 Mucin type O-glycan biosynthesis 8/1759 36/8135 0.5305 0.7232 0.522 GALNT10/GCNT1/C1GALT1C1/C1GALT1/GALNT6/ST6GALNAC4/GALNT8/ST6GALNAC2 8 KEGG hsa01240 Biosynthesis of cofactors 33/1759 153/8135 0.5388 0.7316 0.528 GGH/ALAS1/PANK2/TPK1/MAT2B/GCH1/MAT2A/NME6/BCAT2/CPOX/RDH11/PPCS/IDO1/KMO/UGT2B17/HPD/PNPO/ALPI/OXSM/COQ7/HAAO/COX15/RFK/MOCS2/SHMT1/NADK/KYNU/CMPK1/UGT2B4/DLD/PDXK/TDO2/GSS 33 KEGG hsa04922 Glucagon signaling pathway 23/1759 107/8135 0.5512 0.7454 0.538 PRKACB/AKT2/PGAM1/ITPR2/GCGR/SLC2A2/CREBBP/GCK/CREB3/G6PC3/ITPR1/PPP3CC/GYS1/PHKG1/PPP3CB/CALML3/CALM1/CAMK2B/CPT1A/ACACB/PRKAA2/PRKACA/PHKB 23 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 8/1759 37/8135 0.5647 0.7605 0.5489 PIK3CA/PRKCB/PIK3CB/SGK1/MAPK1/ATP1B2/ATP1B3/PIK3R1 8 KEGG hsa00511 Other glycan degradation 4/1759 18/8135 0.5673 0.7607 0.549 AGA/MAN2B1/HEXB/NEU2 4 KEGG hsa00380 Tryptophan metabolism 9/1759 42/8135 0.5729 0.7607 0.549 HADHA/DHTKD1/IDO1/KMO/HAAO/CYP1B1/KYNU/DLD/TDO2 9 KEGG hsa00590 Arachidonic acid metabolism 13/1759 61/8135 0.5741 0.7607 0.549 LTA4H/PLA2G6/PLA2G4A/PLA2G2D/ALOX12B/HPGDS/PTGS2/PLA2G2E/CYP2E1/CBR3/PLA2G4C/GPX3/PLA2G12A 13 KEGG hsa00515 Mannose type O-glycan biosynthesis 5/1759 23/8135 0.5762 0.7607 0.549 FUT4/B4GALT2/B4GALT1/POMT2/POMGNT1 5 KEGG hsa03060 Protein export 5/1759 23/8135 0.5762 0.7607 0.549 SRPRA/SEC63/SPCS1/SPCS2/SPCS3 5 KEGG hsa01232 Nucleotide metabolism 18/1759 85/8135 0.5828 0.7664 0.5531 DCK/CANT1/NME6/ENTPD1/RRM2/ENTPD2/AMPD1/TYMS/ADA2/DGUOK/AMPD3/GMPR2/DCTD/ADA/GMPR/CMPK1/RRM1/GMPS 18 KEGG hsa05410 Hypertrophic cardiomyopathy 19/1759 90/8135 0.5888 0.7712 0.5566 ITGB4/ITGA7/ITGA4/SGCA/AGT/CACNG2/MYBPC3/TGFB2/TPM3/ITGB3/EMD/MYL3/CACNG5/CACNG1/CACNA1S/ITGB7/IL6/ATP2A3/PRKAA2 19 KEGG hsa04975 Fat digestion and absorption 9/1759 43/8135 0.6038 0.7877 0.5685 APOA1/GOT2/PLA2G2D/CEL/PLA2G2E/PLPP3/FABP1/PLA2G12A/APOA4 9 KEGG hsa04723 Retrograde endocannabinoid signaling 31/1759 148/8135 0.6124 0.7943 0.5732 MAPK9/PRKACB/GNAI3/NDUFA9/MAPK14/ADCY6/GNG3/NDUFS3/NDUFS1/ADCY7/PRKCB/CACNA1B/ITPR2/PTGS2/DAGLA/CNR1/CACNA1S/GNAI2/NDUFS7/ADCY1/MAPK1/FAAH/ITPR1/GABRD/GNB3/NDUFA8/ADCY8/GABRR1/GABRR2/MAPK8/PRKACA 31 KEGG hsa01210 2-Oxocarboxylic acid metabolism 4/1759 19/8135 0.6136 0.7943 0.5732 IDH3B/GOT2/BCAT2/IDH2 4 KEGG hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 5/1759 24/8135 0.6171 0.7958 0.5744 HS6ST1/HS2ST1/EXTL1/GLCE/EXTL3 5 KEGG hsa04744 Phototransduction 6/1759 29/8135 0.6211 0.7979 0.5758 GUCY2D/GRK1/CALML3/CALM1/GNAT1/GUCA1B 6 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 10/1759 49/8135 0.6376 0.8159 0.5889 UXS1/FPGT/CMAS/NAGK/GPI/GALK2/CYB5R4/GCK/GFPT1/HEXB 10 KEGG hsa04530 Tight junction 35/1759 169/8135 0.6446 0.8217 0.593 MAPK9/PRKACB/MAP2K7/RAB8A/PCNA/MPP5/EZR/PRKCZ/JUN/LLGL2/ACTR2/ARPC5/PPP2CB/YBX3/RAP2C/AFDN/STK11/CLDN11/MAGI1/RAPGEF6/MYL6/ARHGEF18/ROCK1/TUBA8/RAC1/TUBA1A/PRKCE/PPP2R1A/PPP2CA/PPP2R1B/ACTR3/SYNPO/MAPK8/PRKAA2/PRKACA 35 KEGG hsa00564 Glycerophospholipid metabolism 20/1759 98/8135 0.6546 0.824 0.5947 CHKA/ETNK1/CDS2/PLA2G6/GNPAT/PLA2G4A/PLA2G2D/PTDSS1/LCAT/AGPAT3/PNPLA6/DGKQ/PLA2G2E/PLPP3/CHAT/PLA2G4C/LPCAT4/PEMT/PLA2G12A/PLD1 20 KEGG hsa05415 Diabetic cardiomyopathy 42/1759 203/8135 0.6555 0.824 0.5947 MAPK9/AKT2/NDUFA9/PDK3/ATP5PB/MAPK14/TGFBR2/PARP1/PRKCZ/NDUFS3/NDUFS1/PIK3CA/VDAC3/PRKCB/AGT/PIK3CB/SMAD2/TGFB2/SDHA/PRKCD/PPP1CA/CMA1/NDUFS7/RAC1/UQCRC1/NCF4/TBC1D4/GFPT1/GYS1/PDK2/NDUFA8/PPIF/ATP5PD/CAMK2B/COX6A2/SLC25A31/RAC2/NFKB1/ATP2A3/MAPK8/PIK3R1/ATP5F1A 42 KEGG hsa00020 Citrate cycle (TCA cycle) 6/1759 30/8135 0.6562 0.824 0.5947 IDH3B/OGDHL/IDH2/SDHA/MDH1/DLD 6 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 6/1759 30/8135 0.6562 0.824 0.5947 GLDC/SHMT1/HYI/MDH1/HAO2/DLD 6 KEGG hsa03320 PPAR signaling pathway 15/1759 75/8135 0.6783 0.8485 0.6124 APOA1/ACSL5/RXRB/UBC/ME1/CYP27A1/FABP6/ACSL6/ANGPTL4/ACSL3/NR1H3/APOA2/MMP1/CPT1A/FABP1 15 KEGG hsa04610 Complement and coagulation cascades 17/1759 85/8135 0.6839 0.8523 0.6151 F7/C7/ITGB2/C8G/MASP1/F10/F9/PLG/THBD/F2R/CR1/C3AR1/PROS1/CD46/C4BPA/PLAU/FGG 17 KEGG hsa00500 Starch and sucrose metabolism 7/1759 36/8135 0.6884 0.8539 0.6163 GYG1/AGL/GPI/GCK/G6PC3/GBA3/GYS1 7 KEGG hsa00270 Cysteine and methionine metabolism 10/1759 51/8135 0.6903 0.8539 0.6163 DNMT1/MAT2B/GOT2/MAT2A/BCAT2/SDS/APIP/BHMT2/MDH1/GSS 10 KEGG hsa00770 Pantothenate and CoA biosynthesis 4/1759 21/8135 0.6962 0.8581 0.6193 PANK2/BCAT2/PPCS/VNN1 4 KEGG hsa05014 Amyotrophic lateral sclerosis 75/1759 364/8135 0.7054 0.8658 0.6248 BCL2L1/FIG4/HDAC6/RAB8A/TPR/NDUFA9/ACTR10/ATP5PB/MAPK14/HAP1/GRIN2C/FUS/OPTN/SPG11/PSMC2/NUP37/NDUFS3/NDUFS1/CASP1/ATG2B/NXT2/POM121/NUP85/NUP107/DCTN3/CASP3/SDHA/PSMD3/TBK1/DNAH9/NUP133/TNFRSF1B/TUBA8/TOMM40/SQSTM1/DNAL4/HNRNPA1/TUBB/ATG13/PSMD4/PSMA5/NXF3/TP53/NDUFS7/RAC1/DNAH17/WIPI1/SETX/PSMB4/TUBA1A/TUBB2A/PSMA4/UQCRC1/PPP3CC/DNAH6/TNFRSF1A/NDUFA8/PPP3CB/PSMB7/ATP5PD/NDC1/PSMA2/DNAI1/COX6A2/PSMB5/ERN1/GPX3/SEC13/SRSF7/ATXN2L/KLC1/NUP93/PSMD8/ATP5F1A/ULK1 75 KEGG hsa05150 Staphylococcus aureus infection 19/1759 96/8135 0.7077 0.8658 0.6248 FCGR2B/KRT33A/HLA-DOB/ITGB2/DEFA6/KRT32/MASP1/KRT13/HLA-DMB/IL10/PLG/HLA-DPB1/CAMP/HLA-DPA1/HLA-DMA/C3AR1/FGG/ITGAL/HLA-DQB1 19 KEGG hsa05207 Chemical carcinogenesis - receptor activation 43/1759 212/8135 0.7102 0.8658 0.6248 JAK2/PRKACB/AKT2/GNAI3/ADCY6/JUN/CCND3/RXRB/PIK3CA/ADCY7/PRKCB/CACNA1B/STAT5A/UGT2B17/PIK3CB/CDC6/RPS6KA1/FOS/KLF4/FGF5/HSP90AA1/AR/EGFR/CACNA1S/CREB3/GNAI2/NRAS/ADCY1/MAPK1/MYC/CYP1B1/FGF17/BCL6/EPHX3/ADCY8/NFKB1/UGT2B4/PIK3R1/PRKACA/WNT1/AIP/AHR/ATF6B 43 KEGG hsa04973 Carbohydrate digestion and absorption 9/1759 47/8135 0.7149 0.8677 0.6262 AKT2/PIK3CA/PRKCB/PIK3CB/SLC2A2/G6PC3/ATP1B2/ATP1B3/PIK3R1 9 KEGG hsa05100 Bacterial invasion of epithelial cells 15/1759 77/8135 0.7192 0.8677 0.6262 CTNNB1/ELMO1/ACTR2/ARPC5/PIK3CA/PXN/PIK3CB/CTNNA1/FN1/WASL/RAC1/CD2AP/SHC1/ACTR3/PIK3R1 15 KEGG hsa04714 Thermogenesis 47/1759 232/8135 0.7202 0.8677 0.6262 PRKACB/FGFR1/NDUFA9/ACSL5/ATP5PB/MAPK14/ARID1A/ADCY6/FGF21/NDUFS3/NDUFS1/ADCY7/KDM3A/NDUFAF1/PNPLA2/FRS2/RPS6KA1/SMARCA4/DPF1/SDHA/PRDM16/CNR1/COA7/COX15/CREB3/NRAS/NDUFS7/ADCY1/BMP8A/NPPB/ACSL6/SLC25A20/UQCRC1/ACSL3/RHEB/PRKG1/NDUFA8/ATP5ME/ATP5PD/COX6A2/CPT1A/ADCY8/RPS6/PRKAA2/PRKACA/KDM3B/ATP5F1A 47 KEGG hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 2/1759 11/8135 0.7236 0.8677 0.6262 HPD/COQ7 2 KEGG hsa00062 Fatty acid elongation 5/1759 27/8135 0.7248 0.8677 0.6262 HADHA/ACOT7/ELOVL4/MECR/HSD17B12 5 KEGG hsa00340 Histidine metabolism 4/1759 22/8135 0.7325 0.8737 0.6306 ALDH3A1/HDC/FTCD/CNDP2 4 KEGG hsa05016 Huntington disease 62/1759 306/8135 0.7432 0.8796 0.6349 MAPK9/MAP2K7/POLR2F/NDUFA9/ACTR10/ATP5PB/HAP1/PSMC2/NDUFS3/NDUFS1/VDAC3/CACNA1B/ATG2B/DCTN3/CASP3/SDHA/PSMD3/DNAH9/TUBA8/DNAL4/TUBB/ATG13/PSMD4/CREBBP/PSMA5/CREB3/TP53/NDUFS7/DNAH17/WIPI1/PSMB4/TUBA1A/TUBB2A/MAP3K10/ITPR1/PSMA4/UQCRC1/DNAH6/NDUFA8/STX1A/TGM2/PPIF/HIP1/PSMB7/BDNF/ATP5PD/PSMA2/RCOR1/DNAI1/COX6A2/PSMB5/ERN1/SLC25A31/GPX3/POLR2E/TFAM/KLC1/MAPK8/PSMD8/ATP5F1A/HDAC1/ULK1 62 KEGG hsa04974 Protein digestion and absorption 20/1759 103/8135 0.7437 0.8796 0.6349 SLC7A8/COL6A1/SLC3A2/KCNN4/COL11A2/COL8A1/PRSS2/CELA3A/COL14A1/MEP1B/SLC1A1/ATP1B2/CPA1/ATP1B3/CELA2B/CTRB2/COL17A1/SLC1A5/COL4A3/COL19A1 20 KEGG hsa00120 Primary bile acid biosynthesis 3/1759 17/8135 0.7453 0.8796 0.6349 CYP27A1/CYP7B1/CYP46A1 3 KEGG hsa00051 Fructose and mannose metabolism 6/1759 33/8135 0.7487 0.8805 0.6355 FPGT/AKR1B10/TPI1/ALDOC/PFKFB4/TIGAR 6 KEGG hsa04371 Apelin signaling pathway 27/1759 139/8135 0.7673 0.8985 0.6485 PRKACB/EGR1/AKT2/GNAI3/ADCY6/GNG3/ADCY7/RYR1/SMAD2/ITPR2/PIK3R5/MYL3/GNAI2/NRAS/ADCY1/MAPK1/PRKCE/ITPR1/GNB3/RRAS/CALML3/CALM1/TFAM/ADCY8/RPS6/PRKAA2/PRKACA 27 KEGG hsa00513 Various types of N-glycan biosynthesis 7/1759 39/8135 0.7694 0.8985 0.6485 FUT8/MAN2A1/B4GALT2/MGAT4A/B4GALT1/HEXB/ALG9 7 KEGG hsa04080 Neuroactive ligand-receptor interaction 70/1759 353/8135 0.8161 0.9476 0.6839 GRIN2C/PTGER1/GALR1/VIPR2/GZMA/TACR2/NR3C1/CHRNE/SSTR1/OPRL1/CHRNG/AGT/LTB4R/EDNRB/HTR6/P2RX6/NPFFR1/GRM4/CSH1/SSTR3/NTSR2/GCGR/CTSG/PRSS2/CNR1/ADRA2B/EDN2/GALR3/UTS2/SLURP1/CALCA/S1PR5/AVP/DRD3/PENK/PLG/CHRNA5/GABRD/ADORA1/NTSR1/GHSR/ADM2/P2RX2/F2R/CHRNB1/AGTR2/ADCYAP1R1/GIPR/SSTR2/AVPR2/FSHB/P2RY2/P2RY6/C3AR1/HCRT/LPAR6/CRH/GNRH2/HRH3/GABRR1/GABRR2/OPRD1/GIP/OPRK1/THRA/SCT/CHRNA10/OPRM1/ADORA2B/ADORA3 70 KEGG hsa01212 Fatty acid metabolism 10/1759 57/8135 0.8179 0.9476 0.6839 ACSL5/HADHA/OXSM/ACSL6/FASN/ELOVL4/ACSL3/MECR/CPT1A/HSD17B12 10 KEGG hsa04512 ECM-receptor interaction 16/1759 88/8135 0.8199 0.9476 0.6839 COL6A1/ITGB4/SDC1/ITGA7/HMMR/ITGA4/TNXB/ITGB3/LAMC3/FN1/HSPG2/GP6/ITGB7/GP9/THBS2/COL4A3 16 KEGG hsa00052 Galactose metabolism 5/1759 31/8135 0.8318 0.9547 0.689 B4GALT2/AKR1B10/GCK/G6PC3/B4GALT1 5 KEGG hsa00410 beta-Alanine metabolism 5/1759 31/8135 0.8318 0.9547 0.689 HADHA/ALDH3A1/GAD2/HIBCH/CNDP2 5 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 9/1759 53/8135 0.8393 0.9547 0.689 PRKACB/ADCY6/PRKCB/RAB11A/ATP1B2/TRPV5/ATP2B4/ATP1B3/PRKACA 9 KEGG hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 3/1759 20/8135 0.8398 0.9547 0.689 DSE/UST/CHST3 3 KEGG hsa04613 Neutrophil extracellular trap formation 36/1759 190/8135 0.8403 0.9547 0.689 PLCG2/AKT2/HDAC6/HDAC3/MAPK14/PIK3CA/VDAC3/SYK/PRKCB/CASP1/TLR8/HAT1/PIK3CB/GSDMD/MAP3K7/ITGB2/TLR7/ITGB3/CTSG/HDAC7/RAC1/MAPK1/ELANE/NCF4/CR1/CAMP/PPIF/SLC25A31/AZU1/RAC2/NFKB1/PIK3R1/PLCG1/FGG/HDAC1/ITGAL 36 KEGG hsa00860 Porphyrin metabolism 7/1759 43/8135 0.8518 0.9644 0.696 ALAS1/CPOX/UGT2B17/COX15/HMOX1/BLVRA/UGT2B4 7 KEGG hsa04978 Mineral absorption 10/1759 60/8135 0.8646 0.9721 0.7016 ATOX1/STEAP1/FTL/HMOX1/SLC31A1/ATP1B2/ATP2B4/SLC30A1/TRPV6/ATP1B3 10 KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 42/1759 223/8135 0.867 0.9721 0.7016 MAPK9/AKT2/MAP2K7/NDUFA9/ATP5PB/MAPK14/JUN/NDUFS3/NDUFS1/PIK3CA/VDAC3/PIK3CB/MAP2K4/PRKD2/FOS/SDHA/SLC26A1/PRKCD/EGFR/ARAF/NRAS/NDUFS7/RAC1/HMOX1/MAPK1/CYP2E1/PTPN1/NOX4/UQCRC1/CYP1B1/NDUFA8/PPIF/ATP5PD/COX6A2/SLC25A31/EPHX3/NFKB1/MAPK8/PIK3R1/PLD1/ATP5F1A/AHR 42 KEGG hsa00730 Thiamine metabolism 2/1759 15/8135 0.8673 0.9721 0.7016 TPK1/ALPI 2 KEGG hsa00220 Arginine biosynthesis 3/1759 22/8135 0.8844 0.988 0.713 GOT2/ASL/GLUD1 3 KEGG hsa00430 Taurine and hypotaurine metabolism 2/1759 16/8135 0.8904 0.9914 0.7155 ADO/GAD2 2 KEGG hsa03040 Spliceosome 26/1759 147/8135 0.9004 0.9959 0.7188 DDX23/CRNKL1/FUS/HNRNPU/SF3B1/CDC40/PPIE/DHX38/SNRNP70/DDX46/CTNNBL1/PRPF6/HNRNPA1/PRPF18/USP39/SRSF5/SYF2/DHX8/HNRNPK/HSPA1L/TRA2B/SRSF7/ACIN1/THOC2/TRA2A/U2AF2 26 KEGG hsa04392 Hippo signaling pathway - multiple species 4/1759 29/8135 0.9008 0.9959 0.7188 FRMD1/PAK1/RASSF2/WWTR1 4 KEGG hsa00240 Pyrimidine metabolism 9/1759 58/8135 0.9065 0.9959 0.7188 DCK/CANT1/NME6/ENTPD1/RRM2/TYMS/DCTD/CMPK1/RRM1 9 KEGG hsa00480 Glutathione metabolism 9/1759 58/8135 0.9065 0.9959 0.7188 LAP3/RRM2/HPGDS/IDH2/NAT8B/GSTK1/GPX3/RRM1/GSS 9 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 5/1759 37/8135 0.9265 1 0.7217 GOT2/ASL/GLUD1/GAD2/GFPT1 5 KEGG hsa00071 Fatty acid degradation 6/1759 43/8135 0.9274 1 0.7217 ACSL5/HADHA/ACSL6/ACSL3/CPT1A/ADH6 6 KEGG hsa00140 Steroid hormone biosynthesis 9/1759 61/8135 0.9341 1 0.7217 SRD5A1/HSD17B1/UGT2B17/CYP7B1/CYP17A1/CYP2E1/CYP1B1/HSD17B12/UGT2B4 9 KEGG hsa03010 Ribosome 27/1759 158/8135 0.9359 1 0.7217 RPL37A/MRPL18/MRPL16/RPL35A/MRPS14/RPS23/RPS12/RPL9/RPS4Y1/RPS5/MRPL22/RPL41/RPL39/RPS8/RPL18/RPL7/MRPL13/MRPS12/RPS28/MRPL11/RPS6/MRPL19/RPL38/RPS2/MRPL17/MRPL34/RPS27L 27 KEGG hsa00640 Propanoate metabolism 4/1759 32/8135 0.938 1 0.7217 HADHA/HIBCH/ACACB/DLD 4 KEGG hsa00531 Glycosaminoglycan degradation 2/1759 19/8135 0.9393 1 0.7217 IDS/HEXB 2 KEGG hsa01040 Biosynthesis of unsaturated fatty acids 3/1759 27/8135 0.9514 1 0.7217 ACOT7/ELOVL4/HSD17B12 3 KEGG hsa05033 Nicotine addiction 5/1759 40/8135 0.9531 1 0.7217 GRIN2C/CACNA1B/GABRD/GABRR1/GABRR2 5 KEGG hsa04260 Cardiac muscle contraction 13/1759 87/8135 0.9559 1 0.7217 SLC9A6/ASPH/CACNG2/TPM3/MYL3/CACNG5/CACNG1/CACNA1S/UQCRC1/ATP1B2/ATP1B3/COX6A2/ATP2A3 13 KEGG hsa00620 Pyruvate metabolism 6/1759 47/8135 0.9587 1 0.7217 ME1/MDH1/PKLR/ADH6/ACACB/DLD 6 KEGG hsa00650 Butanoate metabolism 3/1759 28/8135 0.9594 1 0.7217 HADHA/GAD2/HMGCL 3 KEGG hsa00190 Oxidative phosphorylation 21/1759 134/8135 0.9674 1 0.7217 ATP6V1D/NDUFA9/ATP5PB/ATP6V1H/ATP6V0E1/NDUFS3/NDUFS1/ATP6V1E1/ATP4A/ATP6V1A/SDHA/COX15/NDUFS7/ATP6AP1/UQCRC1/NDUFA8/ATP5ME/ATP6V1B1/ATP5PD/COX6A2/ATP5F1A 21 KEGG hsa00760 Nicotinate and nicotinamide metabolism 4/1759 36/8135 0.9679 1 0.7217 CD38/NNT/SIRT7/NADK 4 KEGG hsa04742 Taste transduction 12/1759 86/8135 0.9742 1 0.7217 PRKACB/PDE1B/ADCY6/ENTPD2/PKD2L1/GRM4/SCN9A/P2RX2/GNB3/SCN3A/ADCY8/PRKACA 12 KEGG hsa05034 Alcoholism 30/1759 187/8135 0.9783 1 0.7217 PRKACB/GNAI3/HDAC6/HDAC3/GRIN2C/FOSB/GNG3/SLC29A3/TH/HAT1/NTRK2/PKIA/PPP1CA/HDAC7/ARAF/CREB3/GNAI2/NRAS/MAPK1/SLC6A3/GNB3/BDNF/CALML3/CALM1/SHC1/CRH/PRKACA/HDAC1/ADORA2B/ATF6B 30 KEGG hsa05206 MicroRNAs in cancer 53/1759 310/8135 0.9816 1 0.7217 PLCG2/DNMT1/ATM/EZR/PIK3CA/CCNE2/PRKCB/STMN1/PIK3CB/E2F3/FZD3/TNXB/CASP3/DDIT4/TGFB2/PTGS2/ITGB3/KIF23/CDKN1A/ROCK1/CYP24A1/CDC25B/TIMP3/EGFR/UBE2I/MCL1/CREBBP/EZH2/TP53/NRAS/HMOX1/MAPK1/RPS6KA5/MYC/PRKCE/CCNE1/CDKN1B/HNRNPK/CYP1B1/BAK1/EFNA5/ZEB1/PDGFA/EFNA4/IRS2/SHC1/PLAU/DICER1/NFKB1/PIK3R1/ABCB1/PLCG1/HDAC1 53 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 10/1759 78/8135 0.9839 1 0.7217 UGT2B17/HPGDS/ALDH3A1/CYP2D6/CYP2E1/CBR3/GSTK1/CYP1B1/ADH6/UGT2B4 10 KEGG hsa00040 Pentose and glucuronate interconversions 3/1759 34/8135 0.9867 1 0.7217 UGT2B17/AKR1B10/UGT2B4 3 KEGG hsa00280 Valine, leucine and isoleucine degradation 5/1759 48/8135 0.9869 1 0.7217 BCAT2/HADHA/HIBCH/DLD/HMGCL 5 KEGG hsa00561 Glycerolipid metabolism 7/1759 61/8135 0.9869 1 0.7217 PNPLA2/CEL/PNPLA3/AGPAT3/DGKQ/AKR1B10/PLPP3 7 KEGG hsa00983 Drug metabolism - other enzymes 10/1759 80/8135 0.9877 1 0.7217 NAT1/NME6/RRM2/UGT2B17/CYP2E1/TPMT/CMPK1/RRM1/UGT2B4/GMPS 10 KEGG hsa00830 Retinol metabolism 8/1759 68/8135 0.9882 1 0.7217 RDH16/RDH11/UGT2B17/CYP2W1/RPE65/DHRS9/ADH6/UGT2B4 8 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 8/1759 69/8135 0.9898 1 0.7217 NAT1/UGT2B17/HPGDS/PTGS2/CYP2E1/GSTK1/CYP1B1/UGT2B4 8 KEGG hsa00330 Arginine and proline metabolism 5/1759 51/8135 0.9921 1 0.7217 LAP3/GOT2/SAT1/P4HA1/CNDP2 5 KEGG hsa00982 Drug metabolism - cytochrome P450 8/1759 72/8135 0.9935 1 0.7217 UGT2B17/HPGDS/ALDH3A1/CYP2D6/CYP2E1/GSTK1/ADH6/UGT2B4 8 KEGG hsa00053 Ascorbate and aldarate metabolism 2/1759 30/8135 0.9939 1 0.7217 UGT2B17/UGT2B4 2 KEGG hsa00970 Aminoacyl-tRNA biosynthesis 6/1759 66/8135 0.998 1 0.7217 FARS2/HARS2/IARS2/QRSL1/FARSA/NARS2 6 KEGG hsa05322 Systemic lupus erythematosus 16/1759 136/8135 0.9991 1 0.7217 TRIM21/HLA-DOB/C7/CD40/C8G/CD86/CTSG/HLA-DMB/IL10/ELANE/HLA-DPB1/HLA-DPA1/CD40LG/HLA-DMA/IFNG/HLA-DQB1 16 KEGG hsa03008 Ribosome biogenesis in eukaryotes 11/1759 109/8135 0.9995 1 0.7217 POP5/RPP30/POP4/XPO1/NXT2/WDR43/NXF3/DROSHA/IMP3/FCF1/NMD3 11 KEGG hsa04740 Olfactory transduction 19/1759 440/8135 1 1 0.7217 PRKACB/OR1F1/PDE1B/OR10H1/OR7A17/GRK2/OR3A3/GUCY2D/OR7C1/GRK3/OR3A1/OR2H2/PRKG1/CALML3/CALM1/NCALD/CAMK2B/OR10H2/PRKACA 19