ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa05169 Epstein-Barr virus infection 68/1141 202/8135 6.525e-13 2.147e-10 1.511e-10 TRAF3/CD3D/RELB/PIK3R1/CD3E/TNFAIP3/TAP1/TAPBP/RUNX3/IRF9/CD247/HLA-F/HLA-A/STAT1/TAP2/MYD88/HLA-C/CCND2/OAS2/NFKB2/TLR2/BID/CD3G/OAS1/NFKBIE/HLA-G/ICAM1/IRF7/CD40/CXCL10/HLA-E/ITGAL/HLA-DRA/HLA-DPB1/PLCG2/HLA-B/BAK1/CCNA2/NFKBIA/PIK3CD/MAPK13/HLA-DMA/DDX58/NFKB1/CD19/ADRM1/HLA-DMB/PIK3CA/OAS3/SYK/CCND1/IKBKG/PIK3R3/BTK/AKT3/APAF1/IL6/ENTPD1/HLA-DPA1/RB1/LYN/TP53/USP7/CCNE2/IFNA1/TYK2/ISG15/CR2 68 KEGG hsa05144 Malaria 25/1141 50/8135 1.373e-09 2.039e-07 1.435e-07 KLRB1/MYD88/TLR2/HBB/ITGB2/ICAM1/CD36/CD40/COMP/GYPC/THBS4/ITGAL/CXCL8/CR1/SELE/HGF/CD40LG/IFNG/PECAM1/TGFB3/IL6/IL18/CD81/CCL2/IL1B 25 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 38/1141 100/8135 1.859e-09 2.039e-07 1.435e-07 CCL5/CXCL13/IL2RG/CXCL9/CCR5/XCL1/CCR2/TNFRSF1B/CXCR4/IL2RB/CCL19/CCL13/CCR7/TNFSF10/ACKR3/CXCL1/TNFRSF14/CXCL10/CXCL8/CCL21/CCR1/CX3CR1/CCL18/CXCL3/IL6ST/CXCL11/CCL7/IL10RA/IL6/CXCL2/CCR8/CXCL5/CXCL6/IL18/CCL17/IL2RA/CCL2/CCL23 38 KEGG hsa04666 Fc gamma R-mediated phagocytosis 37/1141 97/8135 2.688e-09 2.211e-07 1.556e-07 WASF3/PIK3R1/PTPRC/RAC2/LAT/PRKCB/LIMK2/SPHK1/PLCG2/WAS/PLD1/ASAP2/DOCK1/PIK3CD/MARCKSL1/PLA2G4C/VASP/ARPC5L/VAV1/PIK3CA/PAK1/SYK/PIK3R3/AKT3/INPP5D/CFL1/GAB2/LYN/HCK/ARPC1A/WASF2/NCF1/ACTR3/FCGR3B/GSN/VAV3/ACTR2 37 KEGG hsa04662 B cell receptor signaling pathway 33/1141 82/8135 3.984e-09 2.621e-07 1.845e-07 PIK3R1/LILRB2/RAC2/PPP3CA/RASGRP3/PRKCB/LILRA3/CD72/NFKBIE/MALT1/LILRB3/PTPN6/PLCG2/LILRB4/NFKBIA/PIK3CD/NFKB1/CD19/VAV1/PIK3CA/SYK/IKBKG/PIK3R3/BTK/AKT3/INPP5D/LYN/CD81/DAPP1/LILRA6/VAV3/CR2/LILRB1 33 KEGG hsa05416 Viral myocarditis 27/1141 60/8135 5.784e-09 3.172e-07 2.233e-07 SGCB/PRF1/HLA-F/HLA-A/RAC2/HLA-C/SGCA/BID/ITGB2/LAMA2/HLA-G/ICAM1/CD40/HLA-E/DAG1/ITGAL/HLA-DRA/HLA-DPB1/HLA-B/CD40LG/SGCD/HLA-DMA/CD86/HLA-DMB/CCND1/CD80/HLA-DPA1 27 KEGG hsa04064 NF-kappa B signaling pathway 37/1141 104/8135 2.426e-08 1.14e-06 8.027e-07 TRAF3/RELB/LCK/TNFAIP3/BIRC3/BCL2A1/TRAF1/PRKCQ/CCL19/MYD88/LAT/CCL13/NFKB2/PRKCB/LTB/ICAM1/MALT1/CXCL1/CD40/ZAP70/CXCL8/PLCG2/CCL21/NFKBIA/CD40LG/DDX58/NFKB1/CXCL3/SYK/PARP1/IKBKG/BTK/CXCL2/LYN/CFLAR/IL1R1/IL1B 37 KEGG hsa04062 Chemokine signaling pathway 56/1141 192/8135 2.858e-08 1.175e-06 8.272e-07 CCL5/CXCL13/ITK/CXCL9/CCR5/XCL1/PIK3R1/CCR2/GNG12/RAC2/STAT1/CXCR4/GRK6/CCL19/CCL13/PARD3/CCR7/PRKCB/CXCL1/JAK2/CXCL10/FGR/CXCL8/PLCG2/CCL21/WAS/CCR1/CX3CR1/CXCR6/NFKBIA/PIK3CD/CCL18/NFKB1/DOCK2/VAV1/CXCL3/CXCL11/PIK3CA/CCL7/PAK1/IKBKG/PIK3R3/AKT3/CXCL2/CCR8/CXCL5/CXCL6/FOXO3/LYN/SHC2/HCK/NCF1/CCL17/CCL2/CCL23/VAV3 56 KEGG hsa04659 Th17 cell differentiation 37/1141 108/8135 7.579e-08 2.557e-06 1.8e-06 CD3D/IL2RG/LCK/CD3E/IL27RA/IL21R/CD247/STAT1/PRKCQ/IL2RB/LAT/PPP3CA/IRF4/CD3G/IL4R/NFKBIE/JAK2/ZAP70/HLA-DRA/HLA-DPB1/TBX21/NFKBIA/MAPK13/HLA-DMA/NFKB1/HLA-DMB/SMAD3/IL6ST/IFNG/HSP90AB1/IKBKG/IL6/HLA-DPA1/IL2RA/TYK2/IL1R1/IL1B 37 KEGG hsa04514 Cell adhesion molecules 46/1141 149/8135 7.771e-08 2.557e-06 1.8e-06 PTPRC/CTLA4/CD2/HLA-F/ITGB7/CD8A/HLA-A/ITGA4/HLA-C/MPZL1/JAM3/ITGB2/HLA-G/ICAM1/SELL/CD40/HLA-E/ITGAL/HLA-DRA/SELE/HLA-DPB1/HLA-B/NEO1/CD226/GLG1/PDCD1LG2/NLGN1/PTPRF/CD40LG/CDH2/CADM1/HLA-DMA/ICAM3/CD86/VCAN/CD6/HLA-DMB/ICOS/PECAM1/CD80/ICOSLG/SELPLG/HLA-DPA1/ITGAV/CLDN14/CDH5 46 KEGG hsa04060 Cytokine-cytokine receptor interaction 75/1141 295/8135 8.965e-08 2.681e-06 1.887e-06 CCL5/CXCL13/CSF2RB/IL2RG/CXCL9/CCR5/XCL1/CCR2/GDF5/BMP4/IL27RA/TNFRSF11B/IL15RA/IL21R/IL32/TNFRSF1B/CXCR4/IL2RB/IL3RA/CCL19/IL15/IL7R/IL11RA/INHBA/CCL13/CCR7/TNFSF10/LTB/IL4R/ACKR3/BMPR1A/CXCL1/CD40/TNFRSF14/CXCL10/CXCL8/CCL21/GHR/CCR1/IL13RA2/CX3CR1/CXCR6/CD27/CD40LG/CCL18/CXCL3/LEP/IL6ST/IL16/IFNG/CXCL11/PRL/CCL7/ACVR1/IL10RA/CTF1/TGFB3/TNFRSF4/IL6/CXCL2/CCR8/LIFR/CXCL5/CXCL6/IL18/IL1RN/CCL17/TNFRSF9/IL2RA/CCL2/CCL23/IFNA1/IL1R1/IL1B/TNFRSF17 75 KEGG hsa05164 Influenza A 50/1141 171/8135 1.457e-07 3.994e-06 2.811e-06 CCL5/TRAF3/PIK3R1/IRF9/STAT1/MYD88/OAS2/PRKCB/BID/TNFSF10/MX2/OAS1/ICAM1/IRF7/JAK2/IFIH1/CXCL10/CREBBP/HLA-DRA/CXCL8/HLA-DPB1/BAK1/NFKBIA/PIK3CD/HLA-DMA/DDX58/NFKB1/CASP1/HLA-DMB/SLC25A4/IFNG/PIK3CA/ADAR/OAS3/IKBKG/PIK3R3/AKT3/APAF1/IL6/HLA-DPA1/KPNA2/IL18/SLC25A5/MX1/CCL2/IFNA1/TYK2/IL1B/PML/NLRP3 50 KEGG hsa05162 Measles 43/1141 139/8135 1.935e-07 4.896e-06 3.446e-06 TRAF3/CD3D/IL2RG/PIK3R1/CD3E/TNFAIP3/SLAMF1/IRF9/STAT1/IL2RB/MYD88/CCND2/OAS2/TLR2/BID/MX2/CD3G/OAS1/IRF7/IFIH1/HSPA6/BAK1/NFKBIA/PIK3CD/DDX58/NFKB1/PIK3CA/ADAR/OAS3/CCND1/IKBKG/PIK3R3/AKT3/APAF1/IL6/HSPA1L/MX1/IL2RA/TP53/CCNE2/IFNA1/TYK2/IL1B 43 KEGG hsa04640 Hematopoietic cell lineage 34/1141 99/8135 2.385e-07 5.605e-06 3.945e-06 CD3D/KITLG/CD3E/CD2/CD7/CD8A/IL3RA/IL7R/ITGA4/IL11RA/CD3G/IL4R/CD5/CD36/TFRC/HLA-DRA/CR1/HLA-DPB1/HLA-DMA/MS4A1/CD19/HLA-DMB/CD9/FLT3/CD37/IL6/ANPEP/CD38/HLA-DPA1/GP1BA/IL2RA/IL1R1/IL1B/CR2 34 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 54/1141 194/8135 2.769e-07 5.752e-06 4.049e-06 TRAF3/CCR5/PIK3R1/IRF9/HLA-F/GNG12/HLA-A/STAT1/HLA-C/PPP3CA/BID/HLA-G/ICAM1/IRF7/CXCL1/JAK2/MICB/HLA-E/FGF2/CREBBP/CXCL8/PLCG2/HLA-B/TCF7/BAK1/CCR1/TCF7L2/NFKBIA/PIK3CD/MAPK13/NFKB1/CD86/LEF1/CXCL3/IL6ST/TCF7L1/PIK3CA/ATG3/SYK/CCND1/IKBKG/PIK3R3/AKT3/MAPKAPK2/IL6/CXCL2/CCR8/RB1/LYN/CLEC2B/HCK/TP53/IFNA1/TYK2 54 KEGG hsa04660 T cell receptor signaling pathway 35/1141 104/8135 2.797e-07 5.752e-06 4.049e-06 ITK/CD3D/LCK/PIK3R1/CD3E/PTPRC/CTLA4/RASGRP1/CD247/CD8A/PRKCQ/LAT/PPP3CA/LCP2/CD3G/NFKBIE/MALT1/MAP3K8/PTPN6/ZAP70/NFKBIA/CD40LG/PIK3CD/MAPK13/NFKB1/ICOS/VAV1/IFNG/PIK3CA/PAK1/TEC/IKBKG/PIK3R3/AKT3/VAV3 35 KEGG hsa04380 Osteoclast differentiation 40/1141 128/8135 3.827e-07 7.406e-06 5.213e-06 RELB/LCK/PIK3R1/TNFRSF11B/IRF9/LILRB2/STAT1/PPP3CA/SIRPG/NFKB2/LCP2/LILRA3/LILRB3/SOCS1/PLCG2/LILRB4/NCF4/NFKBIA/PIK3CD/MAPK13/NFKB1/IFNG/PIK3CA/SYK/TEC/FOSL1/IKBKG/SPI1/PIK3R3/BTK/AKT3/CYBA/GAB2/NCF1/LILRA6/FCGR3B/TYK2/IL1R1/IL1B/LILRB1 40 KEGG hsa04630 JAK-STAT signaling pathway 47/1141 162/8135 4.437e-07 8.11e-06 5.709e-06 CSF2RB/IL2RG/PIK3R1/IL27RA/IRF9/IL15RA/IL21R/STAT1/IL2RB/IL3RA/IL15/IL7R/IL11RA/PIM1/CCND2/PTPN2/IL4R/JAK2/SOCS1/CISH/EGFR/STAT4/PTPN6/CREBBP/FHL1/GHR/IL13RA2/SOCS2/PIK3CD/PTPN11/LEP/IL6ST/IFNG/SOCS6/PIK3CA/PRL/CCND1/IL10RA/CTF1/PIK3R3/AKT3/IL6/LIFR/GFAP/IL2RA/IFNA1/TYK2 47 KEGG hsa05323 Rheumatoid arthritis 32/1141 93/8135 5.121e-07 8.868e-06 6.242e-06 CCL5/CTLA4/IL15/MMP1/TLR2/ANGPT1/TCIRG1/ITGB2/LTB/ICAM1/CXCL1/CTSL/ITGAL/HLA-DRA/CXCL8/HLA-DPB1/HLA-DMA/CD86/HLA-DMB/CXCL3/IFNG/CD80/TGFB3/IL6/CXCL2/HLA-DPA1/CXCL5/CXCL6/IL18/CCL2/ATP6V1B2/IL1B 32 KEGG hsa04650 Natural killer cell mediated cytotoxicity 40/1141 131/8135 7.528e-07 1.2e-05 8.445e-06 LCK/PIK3R1/PRF1/CD48/CD247/HLA-A/RAC2/HLA-C/LAT/PPP3CA/GZMB/PRKCB/BID/LCP2/TNFSF10/ITGB2/HLA-G/ICAM1/MICB/HLA-E/PTPN6/ITGAL/ZAP70/SH2D1A/PLCG2/HLA-B/KLRD1/PIK3CD/PTPN11/VAV1/IFNG/PIK3CA/PAK1/SYK/PIK3R3/SHC2/KIR2DS1/FCGR3B/IFNA1/VAV3 40 KEGG hsa05330 Allograft rejection 18/1141 38/8135 8.023e-07 1.2e-05 8.445e-06 PRF1/HLA-F/HLA-A/HLA-C/GZMB/HLA-G/CD40/HLA-E/HLA-DRA/HLA-DPB1/HLA-B/CD40LG/HLA-DMA/CD86/HLA-DMB/IFNG/CD80/HLA-DPA1 18 KEGG hsa05340 Primary immunodeficiency 18/1141 38/8135 8.023e-07 1.2e-05 8.445e-06 CD3D/IL2RG/LCK/CD3E/PTPRC/TAP1/CD8A/IL7R/TAP2/RFX5/CD40/ADA/ZAP70/CD40LG/CD19/ICOS/IKBKG/BTK 18 KEGG hsa05332 Graft-versus-host disease 19/1141 42/8135 9.64e-07 1.379e-05 9.706e-06 PRF1/HLA-F/HLA-A/HLA-C/GZMB/HLA-G/HLA-E/HLA-DRA/HLA-DPB1/HLA-B/KLRD1/HLA-DMA/CD86/HLA-DMB/IFNG/CD80/IL6/HLA-DPA1/IL1B 19 KEGG hsa04658 Th1 and Th2 cell differentiation 31/1141 92/8135 1.293e-06 1.773e-05 1.248e-05 CD3D/IL2RG/LCK/CD3E/RUNX3/CD247/STAT1/PRKCQ/IL2RB/LAT/PPP3CA/CD3G/IL4R/NFKBIE/JAK2/STAT4/ZAP70/HLA-DRA/HLA-DPB1/TBX21/NFKBIA/MAPK13/HLA-DMA/NFKB1/HLA-DMB/NOTCH1/IFNG/IKBKG/HLA-DPA1/IL2RA/TYK2 31 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 30/1141 89/8135 1.897e-06 2.496e-05 1.757e-05 CD3D/LCK/PIK3R1/CD3E/EML4/RASGRP1/CD247/STAT1/PRKCQ/BATF/MYD88/LAT/PPP3CA/TLR2/CD3G/NFKBIE/JAK2/EGFR/PTPN6/ZAP70/NFKBIA/PIK3CD/MAPK13/NFKB1/PTPN11/IFNG/PIK3CA/IKBKG/PIK3R3/AKT3 30 KEGG hsa05166 Human T-cell leukemia virus 1 infection 57/1141 222/8135 2.315e-06 2.929e-05 2.062e-05 CD3D/IL2RG/RELB/CDKN2C/LCK/PIK3R1/CD3E/IL15RA/HLA-F/HLA-A/IL2RB/IL15/PTTG1/HLA-C/CCND2/PPP3CA/NFKB2/CCNB2/ITGB2/CD3G/HLA-G/ICAM1/MAD2L1/CD40/HLA-E/CREBBP/ITGAL/HLA-DRA/HLA-DPB1/HLA-B/CREB3L2/CCNA2/BUB1B/NFKBIA/PIK3CD/HLA-DMA/NFKB1/HLA-DMB/SMAD3/SLC25A4/PIK3CA/CCND1/FOSL1/IKBKG/SPI1/TGFB3/PIK3R3/AKT3/IL6/HLA-DPA1/RB1/CDC20/SLC25A5/IL2RA/TP53/CCNE2/IL1R1 57 KEGG hsa05132 Salmonella infection 62/1141 249/8135 2.544e-06 3.1e-05 2.182e-05 WASF3/PTPRC/BIRC3/DYNC2LI1/CYTH1/MYD88/SKP1/TLR2/TNFSF10/PFN2/DYNC1LI2/ARHGEF26/WASL/TUBA4A/RIPK2/TUBB2B/CXCL8/TCF7/BAK1/RHOH/TCF7L2/TUBB4A/NFKBIA/TLR5/NCKAP1L/PIK3CD/DYNC1I1/MAPK13/RRAS/VPS16/NFKB1/CASP1/LEF1/CYFIP2/ARPC5L/CASP5/RHOG/CYTH4/TCF7L1/AHNAK2/PIK3CA/MYL5/HSP90AB1/PAK1/DCTN6/IKBKG/AKT3/IL6/MYL9/IL18/NOD1/ARPC1A/DYNLRB1/FYCO1/ACTR3/PFN1/CASP4/TLR6/IL1B/ACTR2/NLRP3/TXN2 62 KEGG hsa04612 Antigen processing and presentation 27/1141 78/8135 3.463e-06 4.069e-05 2.864e-05 TAP1/TAPBP/HLA-F/CD8A/HLA-A/TAP2/HLA-C/RFX5/CD74/HLA-G/CTSL/PSME1/HLA-E/HSPA6/HLA-DRA/HLA-DPB1/HLA-B/KLRD1/HLA-DMA/CTSB/HLA-DMB/IFNG/NFYA/HSP90AB1/HLA-DPA1/HSPA1L/KIR2DS1 27 KEGG hsa04668 TNF signaling pathway 34/1141 112/8135 5.816e-06 6.599e-05 4.645e-05 CCL5/TRAF3/PIK3R1/TNFAIP3/IRF1/BIRC3/TNFRSF1B/TRAF1/IL15/ICAM1/NOD2/CXCL1/MAP3K8/CXCL10/CASP10/SELE/CREB3L2/NFKBIA/PIK3CD/MAPK13/RPS6KA4/NFKB1/CXCL3/PIK3CA/IKBKG/PIK3R3/AKT3/IL6/CXCL2/CXCL5/CXCL6/CFLAR/CCL2/IL1B 34 KEGG hsa05221 Acute myeloid leukemia 24/1141 67/8135 6.102e-06 6.692e-05 4.71e-05 PIK3R1/BCL2A1/ZBTB16/PIM1/RUNX1T1/TCF7/CCNA2/TCF7L2/PER2/PIK3CD/NFKB1/LEF1/TCF7L1/PIK3CA/FLT3/CCND1/IKBKG/SPI1/PIK3R3/AKT3/DUSP6/CEBPA/PIM2/PML 24 KEGG hsa04940 Type I diabetes mellitus 18/1141 43/8135 7.245e-06 7.689e-05 5.413e-05 PRF1/HLA-F/HLA-A/HLA-C/GZMB/HLA-G/HLA-E/HLA-DRA/HLA-DPB1/HLA-B/HLA-DMA/CD86/CPE/HLA-DMB/IFNG/CD80/HLA-DPA1/IL1B 18 KEGG hsa04810 Regulation of actin cytoskeleton 53/1141 218/8135 2.78e-05 0.0002794 0.0001967 PIK3R1/GNG12/ITGB7/RAC2/MYH10/FGF18/CXCR4/ITGA4/LPAR1/FGF7/PFN2/ITGB2/LIMK2/PDGFD/WASL/PIP4K2B/EGFR/FGF2/ITGAL/ENAH/DOCK1/NCKAP1L/PIK3CD/RRAS/ARHGEF12/CYFIP2/ARPC5L/VAV1/ITGA10/PPP1CA/PIK3CA/MYL5/PAK1/FGF9/ITGAX/PIK3R3/SSH3/CFL1/MYH11/PIP4K2A/MYL9/ARPC1A/MYLK/WASF2/ABI2/ACTR3/PFN1/ITGAV/IQGAP2/GSN/ITGAE/VAV3/ACTR2 53 KEGG hsa05140 Leishmaniasis 25/1141 77/8135 2.803e-05 0.0002794 0.0001967 STAT1/ITGA4/MYD88/PRKCB/TLR2/ITGB2/JAK2/PTPN6/HLA-DRA/CR1/HLA-DPB1/NCF4/NFKBIA/MAPK13/HLA-DMA/MARCKSL1/NFKB1/HLA-DMB/IFNG/TGFB3/HLA-DPA1/CYBA/NCF1/FCGR3B/IL1B 25 KEGG hsa05202 Transcriptional misregulation in cancer 48/1141 193/8135 3.547e-05 0.000337 0.0002372 CDKN2C/BCL11B/IGF1/BIRC3/ITGB7/BCL2A1/TRAF1/HOXA10/IL2RB/FLI1/ZBTB16/PBX3/CCND2/RUNX1T1/GZMB/MEIS1/SIX1/CD40/KMT2A/ETV5/CXCL8/CCNT1/BAK1/SP1/CCNA2/PER2/PLAT/PBX1/NFKB1/CD86/FOXO1/ETV6/CDK14/PAX5/FLT3/MLF1/SPI1/IL6/DUSP6/DDIT3/BMP2K/CEBPA/FUT8/HOXA11/SS18/TP53/SSX1/PML 48 KEGG hsa04210 Apoptosis 37/1141 136/8135 3.585e-05 0.000337 0.0002372 CSF2RB/PIK3R1/PRF1/BIRC3/BCL2A1/TRAF1/IL3RA/CTSF/GZMB/LMNB1/BID/TNFSF10/CTSC/TUBA4A/CTSL/CTSW/CASP10/BAK1/CTSO/NFKBIA/PIK3CD/NFKB1/PMAIP1/CTSB/PTPN13/PIK3CA/PARP4/PARP1/IKBKG/PIK3R3/AKT3/APAF1/DDIT3/LMNA/CFLAR/TP53/CTSH 37 KEGG hsa05135 Yersinia infection 37/1141 137/8135 4.263e-05 0.0003896 0.0002742 LCK/PIK3R1/CD8A/RAC2/ITGA4/MYD88/LAT/LCP2/WASL/RPS6KA1/ZAP70/CXCL8/WAS/NFKBIA/DOCK1/PIK3CD/MAPK13/NFKB1/CASP1/ARHGEF12/ARPC5L/VAV1/RHOG/PIK3CA/IKBKG/PIK3R3/AKT3/IL6/IL18/ARPC1A/WASF2/ACTR3/CCL2/VAV3/IL1B/ACTR2/NLRP3 37 KEGG hsa04621 NOD-like receptor signaling pathway 46/1141 184/8135 4.473e-05 0.0003977 0.0002799 CCL5/TRAF3/AIM2/TNFAIP3/GBP1/IRF9/BIRC3/GABARAPL1/GBP2/STAT1/MYD88/OAS2/ANTXR1/OAS1/NOD2/IRF7/CXCL1/RIPK2/GABARAPL2/CXCL8/TRPV2/NFKBIA/NEK7/MAPK13/NFKB1/CASP1/CTSB/CXCL3/CASP5/HSP90AB1/OAS3/TRIP6/IKBKG/IL6/CXCL2/CYBA/IL18/NOD1/PANX1/CASP4/CCL2/IFNA1/TYK2/IL1B/NLRP3/TXN2 46 KEGG hsa05134 Legionellosis 20/1141 57/8135 5.068e-05 0.0004388 0.0003089 MYD88/NFKB2/TLR2/ITGB2/CXCL1/HSPA6/CXCL8/CR1/NFKBIA/TLR5/NFKB1/CASP1/VCP/CXCL3/APAF1/IL6/CXCL2/IL18/HSPA1L/IL1B 20 KEGG hsa05320 Autoimmune thyroid disease 19/1141 53/8135 5.546e-05 0.0004679 0.0003293 CTLA4/PRF1/HLA-F/HLA-A/HLA-C/GZMB/HLA-G/CD40/HLA-E/HLA-DRA/HLA-DPB1/HLA-B/CD40LG/HLA-DMA/CD86/HLA-DMB/CD80/HLA-DPA1/IFNA1 19 KEGG hsa04625 C-type lectin receptor signaling pathway 30/1141 104/8135 5.965e-05 0.00048 0.0003379 RELB/PIK3R1/IRF1/IRF9/STAT1/PPP3CA/NFKB2/MALT1/CLEC7A/PLCG2/CLEC4E/NFKBIA/PIK3CD/MAPK13/RRAS/NFKB1/CASP1/ARHGEF12/PTPN11/PIK3CA/PAK1/SYK/IKBKG/PIK3R3/AKT3/MAPKAPK2/IL6/CCL17/IL1B/NLRP3 30 KEGG hsa04672 Intestinal immune network for IgA production 18/1141 49/8135 5.982e-05 0.00048 0.0003379 IL15RA/ITGB7/CXCR4/IL15/ITGA4/CD40/HLA-DRA/HLA-DPB1/CD40LG/HLA-DMA/CD86/HLA-DMB/ICOS/CD80/ICOSLG/IL6/HLA-DPA1/TNFRSF17 18 KEGG hsa05321 Inflammatory bowel disease 21/1141 65/8135 0.0001307 0.001024 0.0007207 IL2RG/IL21R/STAT1/TLR2/IL4R/NOD2/STAT4/HLA-DRA/HLA-DPB1/TBX21/TLR5/HLA-DMA/NFKB1/HLA-DMB/SMAD3/IFNG/TGFB3/IL6/HLA-DPA1/IL18/IL1B 21 KEGG hsa04620 Toll-like receptor signaling pathway 29/1141 104/8135 0.0001527 0.001168 0.0008222 CCL5/TRAF3/CXCL9/PIK3R1/TLR8/STAT1/MYD88/TLR2/IRF7/CD40/MAP3K8/CXCL10/CXCL8/NFKBIA/TLR5/PIK3CD/MAPK13/NFKB1/CD86/CXCL11/PIK3CA/CD80/IKBKG/PIK3R3/AKT3/IL6/IFNA1/TLR6/IL1B 29 KEGG hsa04145 Phagosome 38/1141 152/8135 0.000201 0.001503 0.001058 TAP1/CORO1A/HLA-F/HLA-A/TAP2/HLA-C/TLR2/TCIRG1/ITGB2/HLA-G/DYNC1LI2/CD36/COMP/TUBA4A/CTSL/TFRC/TUBB2B/HLA-E/THBS4/CLEC7A/HLA-DRA/HLA-DPB1/MRC2/HLA-B/TUBB4A/NCF4/DYNC1I1/HLA-DMA/HLA-DMB/COLEC12/STX18/HLA-DPA1/CYBA/NCF1/ITGAV/ATP6V1B2/FCGR3B/TLR6 38 KEGG hsa05152 Tuberculosis 43/1141 180/8135 0.0002359 0.001724 0.001214 CORO1A/STAT1/MYD88/PPP3CA/RFX5/TLR2/CD74/BID/TCIRG1/ITGB2/NOD2/MALT1/JAK2/RIPK2/CREBBP/SPHK1/CASP10/CLEC7A/HLA-DRA/CR1/HLA-DPB1/MRC2/CLEC4E/MAPK13/HLA-DMA/NFKB1/ARHGEF12/HLA-DMB/IFNG/NFYA/SYK/IL10RA/ITGAX/TGFB3/AKT3/APAF1/IL6/HLA-DPA1/IL18/FCGR3B/IFNA1/TLR6/IL1B 43 KEGG hsa05215 Prostate cancer 27/1141 97/8135 0.000263 0.001881 0.001324 PIK3R1/IGF1/AR/PDGFD/EGFR/CREBBP/ETV5/ERBB2/CREB3L2/TCF7/TCF7L2/NFKBIA/PLAT/PIK3CD/NFKB1/LEF1/FOXO1/TCF7L1/PIK3CA/HSP90AB1/CCND1/IKBKG/PIK3R3/AKT3/RB1/TP53/CCNE2 27 KEGG hsa05417 Lipid and atherosclerosis 49/1141 215/8135 0.0002995 0.002052 0.001445 CCL5/TRAF3/PIK3R1/MYD88/MMP1/PPP3CA/ABCG1/TLR2/BID/TNFSF10/ICAM1/IRF7/CXCL1/JAK2/CD36/CD40/HSPA6/CXCL8/SELE/NCF4/NFKBIA/CD40LG/PIK3CD/MAPK13/NFKB1/CASP1/VAV1/CXCL3/PIK3CA/HSP90AB1/IKBKG/PIK3R3/AKT3/APAF1/IL6/CXCL2/DDIT3/CYBA/IL18/LYN/HSPA1L/NCF1/TP53/CCL2/IFNA1/TLR6/VAV3/IL1B/NLRP3 49 KEGG hsa05418 Fluid shear stress and atherosclerosis 35/1141 139/8135 0.0003053 0.002052 0.001445 PIK3R1/BMP4/NQO1/RAC2/GSTM5/GSTM3/GSTA4/ICAM1/BMPR1A/CTSL/SELE/PLAT/PIK3CD/MAPK13/NFKB1/IFNG/PECAM1/PIK3CA/HSP90AB1/ACVR1/IKBKG/PIK3R3/AKT3/CYBA/KDR/GSTO1/NCF1/GSTM2/ITGAV/TP53/CCL2/IL1R1/IL1B/CDH5/TXN2 35 KEGG hsa05171 Coronavirus disease - COVID-19 52/1141 232/8135 0.0003057 0.002052 0.001445 TRAF3/PIK3R1/IRF9/TLR8/STAT1/MYD88/MMP1/OAS2/PRKCB/TLR2/MX2/OAS1/RPL31/IFIH1/CXCL10/EGFR/HBEGF/RPL24/CXCL8/PLCG2/NFKBIA/PIK3CD/CFD/MAPK13/DDX58/NFKB1/CASP1/IL6ST/AGTR1/RPS4X/PIK3CA/C7/ADAR/RPL12/OAS3/SYK/RSL24D1/IKBKG/PIK3R3/IL6/CFB/RPL15/MX1/RPL10A/CCL2/IFNA1/TYK2/ISG15/IL1B/RPS14/C6/NLRP3 52 KEGG hsa04670 Leukocyte transendothelial migration 30/1141 114/8135 0.0003597 0.002367 0.001666 ITK/PIK3R1/RAC2/CXCR4/SIPA1/ITGA4/PRKCB/JAM3/ITGB2/ICAM1/ITGAL/PLCG2/TXK/RHOH/NCF4/PIK3CD/MAPK13/VASP/PTPN11/VAV1/PECAM1/PIK3CA/MYL5/PIK3R3/MYL9/CYBA/NCF1/CLDN14/VAV3/CDH5 30 KEGG hsa05225 Hepatocellular carcinoma 40/1141 168/8135 0.0004132 0.002618 0.001843 PIK3R1/LRP6/WNT5B/NQO1/GSTM5/PRKCB/GSTM3/GSTA4/EGFR/PLCG2/SMARCD3/TCF7/BAK1/HGF/TCF7L2/LRP5/PIK3CD/FZD4/LEF1/SMAD3/SMARCC2/FZD7/SMARCA2/TCF7L1/PIK3CA/SMARCD1/CCND1/TGFB3/PIK3R3/AKT3/FZD6/PHF10/RB1/SHC2/DVL1/GSTO1/GSTM2/FZD2/TP53/FRAT1 40 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 21/1141 70/8135 0.0004138 0.002618 0.001843 CCL5/CSK/JAM3/TCIRG1/CXCL1/EGFR/HBEGF/CXCL8/PLCG2/NFKBIA/MAPK13/NFKB1/PTPN11/CXCL3/PAK1/IKBKG/CXCL2/ADAM10/LYN/NOD1/ATP6V1B2 21 KEGG hsa04068 FoxO signaling pathway 33/1141 131/8135 0.000445 0.002762 0.001944 PIK3R1/IGF1/GABARAPL1/IL7R/CCND2/CCNB2/TNFSF10/PLK1/EGFR/GABARAPL2/CREBBP/PCK1/PIK3CD/MAPK13/FOXO1/SMAD3/PLK2/CCNB1/PIK3CA/CCND1/TGFB3/PIK3R3/AKT3/IL6/NLK/FOXO3/CAT/S1PR1/PRMT1/IRS4/USP7/PRKAB1/S1PR4 33 KEGG hsa04110 Cell cycle 32/1141 126/8135 0.0004627 0.002819 0.001984 CDKN2C/TFDP2/CDKN1C/PTTG1/CCND2/BUB1/SKP1/CCNB2/MAD2L1/PLK1/CDC14B/CDC45/CREBBP/CDC25B/CDK1/CCNA2/STAG2/BUB1B/MCM5/SMAD3/CDC7/MCM2/CCNB1/CCND1/DBF4/TGFB3/TTK/RB1/CDC20/MCM4/TP53/CCNE2 32 KEGG hsa05142 Chagas disease 27/1141 102/8135 0.0006299 0.003768 0.002652 CCL5/CD3D/PIK3R1/CD3E/CD247/GNAL/MYD88/PPP2CA/TLR2/CD3G/CXCL8/NFKBIA/PIK3CD/MAPK13/PPP2CB/NFKB1/IFNG/PIK3CA/IKBKG/TGFB3/PIK3R3/AKT3/IL6/CFLAR/CCL2/TLR6/IL1B 27 KEGG hsa04218 Cellular senescence 37/1141 156/8135 0.0007242 0.004255 0.002995 PIK3R1/HLA-F/HLA-A/HLA-C/CCND2/PPP3CA/CCNB2/HLA-G/HLA-E/CXCL8/HLA-B/CDK1/CCNA2/PIK3CD/MAPK13/RRAS/NFKB1/FOXO1/SMAD3/SLC25A4/ZFP36L1/CCNB1/PPP1CA/PIK3CA/CCND1/TGFB3/PIK3R3/AKT3/MAPKAPK2/IL6/FOXO3/RB1/SLC25A5/HIPK2/ZFP36L2/TP53/CCNE2 37 KEGG hsa04664 Fc epsilon RI signaling pathway 20/1141 68/8135 0.0007466 0.004309 0.003033 PIK3R1/RAC2/LAT/MS4A2/LCP2/PLCG2/PIK3CD/MAPK13/PLA2G4C/VAV1/PIK3CA/SYK/PIK3R3/BTK/AKT3/INPP5D/GAB2/LYN/VAV3/ALOX5 20 KEGG hsa05224 Breast cancer 35/1141 147/8135 0.0009256 0.005251 0.003696 PIK3R1/LRP6/IGF1/WNT5B/FGF18/NFKB2/FGF7/EGFR/FGF2/ERBB2/TCF7/BAK1/SP1/TCF7L2/LRP5/PIK3CD/FZD4/LEF1/FZD7/NOTCH1/TCF7L1/PIK3CA/HEY2/CCND1/FGF9/PIK3R3/AKT3/FZD6/RB1/HEY1/SHC2/DVL1/FZD2/TP53/FRAT1 35 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 26/1141 100/8135 0.001052 0.005869 0.004131 PIK3R1/PLCE1/STAT1/PIM1/PRKCB/ICAM1/JAK2/CXCL8/SELE/PLCG2/NOX4/PIK3CD/MAPK13/NFKB1/FOXO1/SMAD3/AGTR1/PIK3CA/CCND1/TGFB3/PIK3R3/AKT3/IL6/VEGFB/CCL2/IL1B 26 KEGG hsa04917 Prolactin signaling pathway 20/1141 70/8135 0.001116 0.00612 0.004308 PIK3R1/IRF1/GALT/STAT1/CCND2/JAK2/SOCS1/CISH/SOCS2/PIK3CD/MAPK13/NFKB1/SOCS6/PIK3CA/PRL/CCND1/PIK3R3/AKT3/FOXO3/SHC2 20 KEGG hsa05170 Human immunodeficiency virus 1 infection 46/1141 212/8135 0.001374 0.007409 0.005215 CD3D/CCR5/PIK3R1/CD3E/AP1G2/TAP1/TAPBP/CD247/HLA-F/GNG12/TNFRSF1B/HLA-A/RAC2/CXCR4/TAP2/MYD88/HLA-C/PPP3CA/PRKCB/SKP1/TLR2/BID/CCNB2/APOBEC3G/CD3G/LIMK2/HLA-G/APOBEC3B/HLA-E/PLCG2/HLA-B/CDK1/BAK1/NFKBIA/PIK3CD/MAPK13/NFKB1/CCNB1/PIK3CA/PAK1/IKBKG/PIK3R3/AKT3/CFL1/CUL4B/IFNA1 46 KEGG hsa00071 Fatty acid degradation 14/1141 43/8135 0.001555 0.00825 0.005807 ALDH7A1/ALDH3A2/ACADVL/ADH1C/ACAT1/ADH1B/ECI2/ECI1/ADH5/ACADL/HADH/ECHS1/ACSL5/HADHA 14 KEGG hsa05160 Hepatitis C 36/1141 157/8135 0.001619 0.008452 0.005949 TRAF3/PIK3R1/IRF9/STAT1/PPP2CA/OAS2/BID/MX2/OAS1/IRF7/CXCL10/EGFR/BAK1/EIF3E/NFKBIA/PIK3CD/PPP2CB/DDX58/NFKB1/IFNG/PIK3CA/OAS3/CCND1/IKBKG/PIK3R3/AKT3/APAF1/NR1H3/RB1/CD81/MX1/CFLAR/TP53/IFNA1/TYK2/CLDN14 36 KEGG hsa01524 Platinum drug resistance 20/1141 73/8135 0.001958 0.01007 0.007085 PIK3R1/BIRC3/GSTM5/GSTM3/BID/GSTA4/ERBB2/BAK1/PIK3CD/REV3L/TOP2A/PMAIP1/PIK3CA/PIK3R3/AKT3/APAF1/GSTO1/ERCC1/GSTM2/TP53 20 KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 47/1141 223/8135 0.002297 0.01158 0.008149 PIK3R1/NQO1/NDUFC1/EPHX1/NDUFA4L2/GSTM5/AKR1C3/GSTM3/GSTA4/NDUFS2/COX7A1/SLC26A2/PRKD2/NDUFS4/EGFR/AKR1C1/HGF/PLD1/NFKBIA/NOX4/PIK3CD/NDUFA13/SOD1/MAPK13/NFKB1/PTPN11/SLC25A4/ARNT/PIK3CA/IKBKG/PIK3R3/AKT3/NDUFA9/FOXO3/CYBA/PRKD1/SLC25A5/SDHA/GSTO1/NDUFB6/CAT/NCF1/GSTM2/EPHX3/NDUFA4/EPHX2/COX7A2 47 KEGG hsa04370 VEGF signaling pathway 17/1141 59/8135 0.002323 0.01158 0.008149 PIK3R1/RAC2/PPP3CA/PRKCB/SH2D2A/SPHK1/PLCG2/PIK3CD/MAPK13/PLA2G4C/PIK3CA/HSPB1/PIK3R3/AKT3/MAPKAPK2/KDR/SHC2 17 KEGG hsa05145 Toxoplasmosis 27/1141 112/8135 0.002817 0.01383 0.009737 CCR5/BIRC3/STAT1/MYD88/TLR2/LAMA2/JAK2/CD40/SOCS1/HSPA6/HLA-DRA/HLA-DPB1/NFKBIA/CD40LG/MAPK13/HLA-DMA/NFKB1/HLA-DMB/IFNG/IL10RA/IKBKG/TGFB3/AKT3/HLA-DPA1/HSPA1L/TYK2/ALOX5 27 KEGG hsa05130 Pathogenic Escherichia coli infection 42/1141 197/8135 0.00307 0.01485 0.01045 WASF3/MYH10/CYTH1/MYD88/LPAR1/TNFSF10/HCLS1/MYO1F/WASL/TUBA4A/TUBB2B/PTPN6/CXCL8/BAK1/TUBB4A/NFKBIA/TLR5/NCKAP1L/MAPK13/NFKB1/CASP1/ARHGEF12/CYFIP2/ARPC5L/PTPN11/CYTH4/PAK1/MYO1C/IKBKG/CTTN/IL6/MYH11/IL18/ARPC1A/WASF2/ACTR3/CASP4/IL1R1/CLDN14/IL1B/ACTR2/NLRP3 42 KEGG hsa05212 Pancreatic cancer 20/1141 76/8135 0.003284 0.01559 0.01097 PIK3R1/RAC2/STAT1/RALGDS/EGFR/ERBB2/BAK1/PLD1/PIK3CD/NFKB1/SMAD3/PIK3CA/CCND1/IKBKG/TGFB3/PIK3R3/AKT3/RB1/RALBP1/TP53 20 KEGG hsa04520 Adherens junction 19/1141 71/8135 0.003357 0.01559 0.01097 WASF3/RAC2/PARD3/WASL/EGFR/PTPN6/CREBBP/WAS/ERBB2/TCF7/TCF7L2/PTPRF/LEF1/SMAD3/TCF7L1/SORBS1/FER/NLK/WASF2 19 KEGG hsa00650 Butanoate metabolism 10/1141 28/8135 0.003363 0.01559 0.01097 OXCT1/ACAT1/BDH2/BDH1/HADH/ACSM5/ECHS1/ACSM3/ALDH5A1/HADHA 10 KEGG hsa05205 Proteoglycans in cancer 43/1141 205/8135 0.003786 0.0173 0.01218 PIK3R1/IGF1/WNT5B/TIMP3/PLCE1/ANK2/PRKCB/TLR2/HCLS1/CTSL/EGFR/HBEGF/PTPN6/FGF2/DCN/PLCG2/ERBB2/HGF/LUM/PIK3CD/MAPK13/RRAS/FZD4/ARHGEF12/PTPN11/FZD7/VAV1/PPP1CA/PIK3CA/EIF4B/PAK1/CCND1/HOXD10/CTTN/PIK3R3/AKT3/FZD6/KDR/HSPB2/FZD2/ITGAV/TP53/VAV3 43 KEGG hsa05226 Gastric cancer 33/1141 149/8135 0.004431 0.01997 0.01406 PIK3R1/LRP6/WNT5B/FGF18/FGF7/EGFR/FGF2/ERBB2/TCF7/BAK1/HGF/TCF7L2/LRP5/PIK3CD/FZD4/LEF1/SMAD3/FZD7/TCF7L1/PIK3CA/CCND1/FGF9/TGFB3/PIK3R3/AKT3/FZD6/RB1/SHC2/DVL1/FZD2/TP53/FRAT1/CCNE2 33 KEGG hsa04657 IL-17 signaling pathway 23/1141 94/8135 0.004595 0.02043 0.01438 TRAF3/TNFAIP3/S100A9/MMP1/CXCL1/CXCL10/CXCL8/NFKBIA/MAPK13/NFKB1/CXCL3/IFNG/CCL7/HSP90AB1/FOSL1/IKBKG/IL6/CXCL2/CXCL5/CXCL6/CCL17/CCL2/IL1B 23 KEGG hsa05203 Viral carcinogenesis 42/1141 204/8135 0.005904 0.02578 0.01814 TRAF3/CCR5/PIK3R1/IRF9/HLA-F/HLA-A/TRAF1/HLA-C/CCND2/NFKB2/HLA-G/IRF7/HDAC4/HLA-E/CREBBP/HLA-B/CREB3L2/CDK1/BAK1/CCNA2/NFKBIA/PIK3CD/NFKB1/PMAIP1/RASA2/IL6ST/PIK3CA/SYK/CCND1/CHD4/IKBKG/GTF2A1/PIK3R3/MAPKAPK2/CCR8/RB1/CDC20/LYN/TP53/USP7/CCNE2/GSN 42 KEGG hsa04015 Rap1 signaling pathway 43/1141 210/8135 0.005954 0.02578 0.01814 KITLG/PIK3R1/IGF1/RAC2/PLCE1/FGF18/SIPA1/RALGDS/LAT/PARD3/RASGRP3/LPAR1/PRKCB/ANGPT1/FGF7/LCP2/PFN2/ITGB2/PDGFD/PRKD2/EGFR/FGF2/ITGAL/HGF/MAGI2/ENAH/PIK3CD/MAPK13/SKAP1/RRAS/EFNA5/VASP/VAV1/FPR1/PIK3CA/FGF9/PIK3R3/AKT3/VEGFB/PRKD1/KDR/PFN1/VAV3 43 KEGG hsa05131 Shigellosis 49/1141 247/8135 0.00659 0.02816 0.01982 CCL5/PIK3R1/PLCE1/PRKCQ/CYTH1/MYD88/SKP1/HCLS1/PFN2/MALT1/WASL/RIPK2/EGFR/HK3/CXCL8/FNBP1/PLCG2/NFKBIA/TLR5/DOCK1/PIK3CD/MAPK13/NFKB1/CASP1/FOXO1/ARPC5L/UBE2D1/CYTH4/PIK3CA/MYL5/FNBP1L/IKBKG/CTTN/PIK3R3/AKT3/FOXO3/MYL9/IL18/NOD1/ARPC1A/WASF2/ACTR3/PFN1/CASP4/TP53/IL1R1/IL1B/ACTR2/NLRP3 49 KEGG hsa04931 Insulin resistance 25/1141 108/8135 0.006905 0.02913 0.0205 PIK3R1/PPP1R3C/PRKCQ/PRKCB/CD36/RPS6KA1/CREB3L2/PCK1/NFKBIA/PTPRF/PIK3CD/ACACB/NFKB1/FOXO1/PTPN11/GFPT1/PPP1CA/PIK3CA/PIK3R3/AKT3/IL6/NR1H3/SLC27A5/GFPT2/PRKAB1 25 KEGG hsa04936 Alcoholic liver disease 31/1141 142/8135 0.007093 0.02954 0.02079 TRAF3/ALDH7A1/MYD88/ALDH3A2/ACADVL/ADH1C/CXCL1/CXCL8/TCF7/TCF7L2/NFKBIA/NOX4/ACACB/MAPK13/NFKB1/LEF1/FOXO1/CXCL3/TCF7L1/ADH1B/ADIPOQ/CCND1/IKBKG/AKT3/IL6/ADH5/CXCL2/FOXO3/PRKAB1/IFNA1/IL1B 31 KEGG hsa05163 Human cytomegalovirus infection 45/1141 225/8135 0.007739 0.03183 0.0224 CCL5/CCR5/PIK3R1/TAP1/TAPBP/HLA-F/GNG12/HLA-A/RAC2/CXCR4/TAP2/HLA-C/PPP3CA/PRKCB/BID/HLA-G/EGFR/HLA-E/CXCL8/HLA-B/CREB3L2/BAK1/SP1/CCR1/NFKBIA/PIK3CD/MAPK13/NFKB1/ARHGEF12/PIK3CA/PTGER4/CCND1/IL10RA/IKBKG/PIK3R3/AKT3/IL6/AKAP13/RB1/ITGAV/TP53/CCL2/IFNA1/IL1R1/IL1B 45 KEGG hsa04919 Thyroid hormone signaling pathway 27/1141 121/8135 0.008554 0.03467 0.0244 PIK3R1/BMP4/PLCE1/STAT1/PRKCB/DIO2/SLC16A2/CREBBP/PLCG2/PLN/PIK3CD/ATP1B1/FOXO1/NOTCH1/ATP1A2/PIK3CA/CCND1/PIK3R3/AKT3/DIO3/MED14/SLCO1C1/ITGAV/TP53/MED13/THRA/ATP2A3 27 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 19/1141 77/8135 0.00864 0.03467 0.0244 SGCB/ITGB7/ITGA4/CACNA2D1/SGCA/LAMA2/DAG1/TCF7/TCF7L2/CDH2/SGCD/LEF1/ITGA10/DSC2/TCF7L1/SLC8A1/LMNA/ITGAV/ATP2A3 19 KEGG hsa05165 Human papillomavirus infection 62/1141 331/8135 0.009133 0.03585 0.02524 TRAF3/PIK3R1/IRF1/IRF9/WNT5B/HLA-F/ITGB7/HLA-A/STAT1/ITGA4/HLA-C/CCND2/PARD3/PPP2CA/TCIRG1/MX2/LAMA2/HLA-G/COMP/EGFR/HLA-E/CREBBP/THBS4/OASL/HLA-B/CREB3L2/TCF7/BAK1/CCNA2/TCF7L2/PIK3CD/PPP2CB/NFKB1/FZD4/FOXO1/FZD7/NOTCH1/ITGA10/TCF7L1/PIK3CA/HEY2/PTGER4/CCND1/CHD4/IKBKG/PIK3R3/AKT3/FZD6/RB1/MPP5/TUBG2/HEY1/DVL1/MX1/FZD2/ITGAV/TP53/ATP6V1B2/CCNE2/IFNA1/TYK2/ISG15 62 KEGG hsa04010 MAPK signaling pathway 56/1141 294/8135 0.009154 0.03585 0.02524 RELB/KITLG/IGF1/RASGRP1/GNG12/RAC2/FGF18/MYD88/NTRK2/CACNA2D1/PPP3CA/RASGRP3/DUSP5/NFKB2/PRKCB/ANGPT1/FGF7/MAP3K11/PTPN7/PDGFD/MAP3K8/RPS6KA1/EGFR/FGF2/CDC25B/HSPA6/MAP4K1/ERBB2/HGF/MAPK13/RRAS/RPS6KA4/NFKB1/PLA2G4C/EFNA5/RASA2/MAP3K2/FLT3/PAK1/FGF9/IKBKG/TGFB3/HSPB1/AKT3/MAPKAPK2/DUSP6/ECSIT/DUSP2/DDIT3/NLK/VEGFB/KDR/HSPA1L/TP53/IL1R1/IL1B 56 KEGG hsa05161 Hepatitis B 34/1141 162/8135 0.009274 0.0359 0.02527 TRAF3/PIK3R1/STAT1/MYD88/PRKCB/TLR2/BID/IRF7/JAK2/IFIH1/STAT4/CREBBP/CASP10/CXCL8/CREB3L2/CCNA2/NFKBIA/PIK3CD/MAPK13/DDX58/NFKB1/SMAD3/PIK3CA/IKBKG/TGFB3/PIK3R3/AKT3/APAF1/IL6/RB1/TP53/CCNE2/IFNA1/TYK2 34 KEGG hsa05143 African trypanosomiasis 11/1141 37/8135 0.01029 0.03937 0.02771 IDO1/APOL1/MYD88/PRKCB/HBB/ICAM1/SELE/IFNG/IL6/IL18/IL1B 11 KEGG hsa00380 Tryptophan metabolism 12/1141 42/8135 0.01053 0.03981 0.02802 IDO1/ALDH7A1/KYNU/ALDH3A2/ACAT1/MAOA/KMO/MAOB/CAT/HADH/ECHS1/HADHA 12 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 19/1141 79/8135 0.01144 0.04239 0.02984 PIK3R1/IGF1/PRKCB/AXL/JAK2/PDGFD/EGFR/FGF2/PLCG2/ERBB2/HGF/PIK3CD/PIK3CA/PIK3R3/AKT3/IL6/FOXO3/KDR/SHC2 19 KEGG hsa04360 Axon guidance 37/1141 182/8135 0.01147 0.04239 0.02984 PIK3R1/EPHA3/SEMA4A/WNT5B/RAC2/CXCR4/SEMA4D/SEMA3A/PARD3/PPP3CA/LIMK2/PLCG2/NEO1/ENAH/EPHB1/PIK3CD/UNC5C/RYK/RRAS/TRPC1/ARHGEF12/SEMA3F/EFNA5/PTPN11/ABLIM1/PIK3CA/MYL5/PAK1/RHOD/PIK3R3/DPYSL2/SSH3/CFL1/SEMA4F/MYL9/SEMA3E/SEMA6B 37 KEGG hsa00480 Glutathione metabolism 15/1141 58/8135 0.012 0.04337 0.03053 LAP3/GSTM5/GSTM3/GSTA4/RRM2/LANCL1/IDH2/HPGDS/GPX3/PGD/GPX4/PRDX6/ANPEP/GSTO1/GSTM2 15 KEGG hsa05213 Endometrial cancer 15/1141 58/8135 0.012 0.04337 0.03053 PIK3R1/EGFR/ERBB2/TCF7/BAK1/TCF7L2/PIK3CD/LEF1/TCF7L1/PIK3CA/CCND1/PIK3R3/AKT3/FOXO3/TP53 15 KEGG hsa01232 Nucleotide metabolism 20/1141 85/8135 0.0123 0.04398 0.03096 ENPP1/AMPD3/TYMP/NT5E/HDDC2/UPP1/ADK/RRM2/NME7/ADA/AK1/PNP/ENTPD1/TYMS/ENTPD4/NME4/CANT1/TK2/TK1/AK6 20 KEGG hsa04920 Adipocytokine signaling pathway 17/1141 69/8135 0.01279 0.04523 0.03184 TNFRSF1B/PRKCQ/NFKBIE/JAK2/CD36/PCK1/NFKBIA/ACACB/NFKB1/PTPN11/LEP/ADIPOQ/IKBKG/AKT3/IRS4/PRKAB1/ACSL5 17 KEGG hsa05415 Diabetic cardiomyopathy 40/1141 203/8135 0.01474 0.05114 0.036 PIK3R1/RAC2/NDUFC1/NDUFA4L2/PRKCB/NDUFS2/COX7A1/CD36/NDUFS4/MPC2/SP1/PLN/NCF4/PIK3CD/NDUFA13/MAPK13/NFKB1/SMAD3/SLC25A4/GFPT1/AGTR1/PPP1CA/PIK3CA/PDK4/PARP1/TGFB3/PIK3R3/AKT3/NDUFA9/MPC1/CYBA/SLC25A5/SDHA/NDUFB6/REN/NCF1/GFPT2/NDUFA4/COX7A2/ATP2A3 40 KEGG hsa05222 Small cell lung cancer 21/1141 92/8135 0.01477 0.05114 0.036 TRAF3/PIK3R1/BIRC3/TRAF1/LAMA2/BAK1/NFKBIA/PIK3CD/NFKB1/CKS2/PIK3CA/CCND1/IKBKG/CKS1B/PIK3R3/AKT3/APAF1/RB1/ITGAV/TP53/CCNE2 21 KEGG hsa05218 Melanoma 17/1141 72/8135 0.01937 0.06637 0.04672 PIK3R1/IGF1/FGF18/FGF7/PDGFD/EGFR/FGF2/BAK1/HGF/PIK3CD/PIK3CA/CCND1/FGF9/PIK3R3/AKT3/RB1/TP53 17 KEGG hsa04014 Ras signaling pathway 44/1141 232/8135 0.02073 0.07031 0.04949 PLA2G2D/KITLG/PIK3R1/IGF1/RASGRP1/GNG12/RAC2/PLCE1/FGF18/RALGDS/NTRK2/LAT/RASGRP3/PRKCB/ANGPT1/FGF7/PDGFD/EGFR/FGF2/ZAP70/PLCG2/HGF/PLD1/PLA2G12A/PIK3CD/RRAS/NFKB1/PLA2G4C/EFNA5/PTPN11/RASA2/PIK3CA/FLT3/PLA1A/PAK1/FGF9/IKBKG/PIK3R3/AKT3/RALBP1/GAB2/VEGFB/KDR/SHC2 44 KEGG hsa04213 Longevity regulating pathway - multiple species 15/1141 62/8135 0.02193 0.07361 0.05181 PIK3R1/IGF1/CRYAB/HSPA6/PIK3CD/SOD1/FOXO1/PIK3CA/PIK3R3/AKT3/FOXO3/HSPA1L/CAT/IRS4/PRKAB1 15 KEGG hsa04623 Cytosolic DNA-sensing pathway 15/1141 63/8135 0.02517 0.08365 0.05888 CCL5/AIM2/IRF7/CXCL10/NFKBIA/DDX58/NFKB1/CASP1/ADAR/POLR2L/IKBKG/IL6/IL18/IFNA1/IL1B 15 KEGG hsa00620 Pyruvate metabolism 12/1141 47/8135 0.02568 0.08448 0.05946 ALDH7A1/ALDH3A2/ADH1C/PC/ACAT1/PCK1/ACACB/GLO1/ADH1B/MDH1/ADH5/HAGH 12 KEGG hsa00240 Pyrimidine metabolism 14/1141 58/8135 0.02679 0.08728 0.06143 ENPP1/TYMP/NT5E/HDDC2/UPP1/RRM2/NME7/ENTPD1/TYMS/ENTPD4/NME4/CANT1/TK2/TK1 14 KEGG hsa05220 Chronic myeloid leukemia 17/1141 76/8135 0.03184 0.1027 0.07228 PIK3R1/BAK1/NFKBIA/PIK3CD/NFKB1/SMAD3/PTPN11/PIK3CA/CCND1/IKBKG/TGFB3/PIK3R3/AKT3/RB1/GAB2/SHC2/TP53 17 KEGG hsa05100 Bacterial invasion of epithelial cells 17/1141 77/8135 0.03572 0.1141 0.0803 PIK3R1/HCLS1/ARHGEF26/WASL/DNM1/DOCK1/PIK3CD/ARPC5L/RHOG/PIK3CA/CTTN/PIK3R3/SHC2/ARPC1A/WASF2/ACTR3/ACTR2 17 KEGG hsa05223 Non-small cell lung cancer 16/1141 72/8135 0.03864 0.1222 0.08605 PIK3R1/EML4/PRKCB/EGFR/PLCG2/ERBB2/BAK1/HGF/PIK3CD/PIK3CA/CCND1/PIK3R3/AKT3/FOXO3/RB1/TP53 16 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 28/1141 143/8135 0.03961 0.1241 0.08737 PIK3R1/BMP4/IGF1/WNT5B/INHBA/MEIS1/ZFHX3/BMPR1A/JAK2/FGF2/TCF7/SOX2/ID3/PIK3CD/MAPK13/FZD4/SMAD3/FZD7/IL6ST/PIK3CA/ACVR1/PIK3R3/AKT3/FZD6/JARID2/LIFR/DVL1/FZD2 28 KEGG hsa04914 Progesterone-mediated oocyte maturation 21/1141 102/8135 0.04284 0.1321 0.09299 PIK3R1/STK10/IGF1/BUB1/CCNB2/MAD2L1/PLK1/RPS6KA1/CPEB1/CDC25B/CDK1/CCNA2/PIK3CD/MAPK13/CCNB1/PIK3CA/HSP90AB1/PIK3R3/AKT3/PDE3B/AURKA 21 KEGG hsa04923 Regulation of lipolysis in adipocytes 13/1141 56/8135 0.04297 0.1321 0.09299 PIK3R1/NPY1R/PIK3CD/PLIN1/PIK3CA/PIK3R3/AKT3/PTGS1/PRKG1/FABP4/PDE3B/IRS4/PRKG2 13 KEGG hsa04152 AMPK signaling pathway 24/1141 120/8135 0.0434 0.1322 0.09305 PIK3R1/CAB39L/IGF1/RAB8A/PPP2CA/CD36/CREB3L2/CCNA2/PCK1/PIK3CD/ACACB/TBC1D1/PPP2CB/FOXO1/LEP/PIK3CA/ADIPOQ/CCND1/PIK3R3/AKT3/FOXO3/IRS4/PRKAB1/RAB14 24 KEGG hsa04390 Hippo signaling pathway 30/1141 157/8135 0.04547 0.1372 0.0966 GDF5/BMP4/BIRC3/WNT5B/DLG5/CCND2/PARD3/PPP2CA/ITGB2/BMPR1A/YAP1/TCF7/TCF7L2/SOX2/PPP2CB/FZD4/LEF1/SMAD3/FZD7/PPP1CA/TCF7L1/CCND1/TGFB3/WWTR1/FZD6/MPP5/DVL1/TP53BP2/FZD2/TEAD4 30 KEGG hsa05210 Colorectal cancer 18/1141 86/8135 0.05023 0.1502 0.1057 PIK3R1/RAC2/RALGDS/EGFR/TCF7/BAK1/TCF7L2/PIK3CD/PMAIP1/LEF1/SMAD3/TCF7L1/PIK3CA/CCND1/TGFB3/PIK3R3/AKT3/TP53 18 KEGG hsa05217 Basal cell carcinoma 14/1141 63/8135 0.05089 0.1508 0.1062 BMP4/WNT5B/GLI3/TCF7/BAK1/TCF7L2/FZD4/LEF1/FZD7/TCF7L1/FZD6/DVL1/FZD2/TP53 14 KEGG hsa00350 Tyrosine metabolism 9/1141 36/8135 0.05613 0.1649 0.1161 FAH/ADH1C/MAOA/HPD/ADH1B/AOC2/MAOB/ADH5/AOC3 9 KEGG hsa00410 beta-Alanine metabolism 8/1141 31/8135 0.05921 0.17 0.1197 ALDH7A1/ALDH3A2/ALDH6A1/CNDP2/AOC2/AOC3/ECHS1/HADHA 8 KEGG hsa05310 Asthma 8/1141 31/8135 0.05921 0.17 0.1197 MS4A2/CD40/HLA-DRA/HLA-DPB1/CD40LG/HLA-DMA/HLA-DMB/HLA-DPA1 8 KEGG hsa04310 Wnt signaling pathway 31/1141 167/8135 0.05942 0.17 0.1197 SFRP1/LRP6/WNT5B/RAC2/CCND2/PPP3CA/PRKCB/SKP1/CBY1/CREBBP/TCF7/TCF7L2/LRP5/RYK/FZD4/LEF1/SMAD3/FZD7/DAAM2/TCF7L1/CCND1/FOSL1/GPC4/FZD6/NLK/DVL1/FZD2/TP53/WIF1/FRAT1/TBL1X 31 KEGG hsa04350 TGF-beta signaling pathway 19/1141 94/8135 0.06115 0.1721 0.1211 GDF5/BMP4/FMOD/INHBA/PPP2CA/SKP1/BMPR1A/CREBBP/DCN/NEO1/SP1/ID3/PPP2CB/SMAD3/NBL1/IFNG/ACVR1/TGFB3/FST 19 KEGG hsa04932 Non-alcoholic fatty liver disease 29/1141 155/8135 0.06119 0.1721 0.1211 PIK3R1/NDUFC1/NDUFA4L2/BID/NDUFS2/COX7A1/MAP3K11/NDUFS4/CXCL8/PIK3CD/NDUFA13/MAPK13/NFKB1/LEP/PIK3CA/ADIPOQ/PIK3R3/AKT3/NDUFA9/IL6/DDIT3/NR1H3/CEBPA/SDHA/NDUFB6/PRKAB1/NDUFA4/IL1B/COX7A2 29 KEGG hsa00360 Phenylalanine metabolism 5/1141 16/8135 0.06204 0.173 0.1218 MAOA/HPD/AOC2/MAOB/AOC3 5 KEGG hsa00280 Valine, leucine and isoleucine degradation 11/1141 48/8135 0.06467 0.1783 0.1255 ALDH7A1/ALDH3A2/OXCT1/ALDH6A1/MCCC1/ACAT1/PCCA/BCKDHB/HADH/ECHS1/HADHA 11 KEGG hsa05216 Thyroid cancer 9/1141 37/8135 0.06533 0.1783 0.1255 TPR/TCF7/BAK1/TCF7L2/LEF1/CCDC6/TCF7L1/CCND1/TP53 9 KEGG hsa04071 Sphingolipid signaling pathway 23/1141 119/8135 0.06558 0.1783 0.1255 PIK3R1/RAC2/PPP2CA/MS4A2/PRKCB/BID/SGPL1/SPHK1/ADORA3/PLD1/PIK3CD/MAPK13/PPP2CB/NFKB1/PIK3CA/PIK3R3/AKT3/SGMS1/GAB2/S1PR1/TP53/S1PR4/CERS4 23 KEGG hsa00640 Propanoate metabolism 8/1141 32/8135 0.06965 0.1878 0.1322 ALDH6A1/ACSS3/ACACB/PCCA/SUCLA2/BCKDHB/ECHS1/HADHA 8 KEGG hsa05146 Amoebiasis 20/1141 102/8135 0.07255 0.1939 0.1364 PIK3R1/GNAL/PRKCB/TLR2/ITGB2/LAMA2/CXCL1/CXCL8/PIK3CD/NFKB1/CXCL3/IFNG/PIK3CA/TGFB3/HSPB1/PIK3R3/IL6/CXCL2/IL1R1/IL1B 20 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 11/1141 49/8135 0.0733 0.1939 0.1364 GALT/HK3/CYB5R3/CYB5R4/CYB5R1/UGDH/NANS/NAGK/GFPT1/UGP2/GFPT2 11 KEGG hsa00062 Fatty acid elongation 7/1141 27/8135 0.07365 0.1939 0.1364 HSD17B12/ELOVL4/ELOVL2/HADH/ECHS1/ELOVL5/HADHA 7 KEGG hsa00340 Histidine metabolism 6/1141 22/8135 0.07683 0.2006 0.1412 ALDH7A1/ALDH3A2/CNDP2/ASPA/MAOA/MAOB 6 KEGG hsa04151 PI3K-Akt signaling pathway 59/1141 354/8135 0.08522 0.2208 0.1554 IL2RG/KITLG/PIK3R1/IGF1/GNG12/ITGB7/FGF18/IL2RB/IL3RA/IL7R/ITGA4/NTRK2/CCND2/PPP2CA/LPAR1/TLR2/ANGPT1/FGF7/IL4R/LAMA2/JAK2/PDGFD/COMP/EGFR/FGF2/THBS4/GHR/ERBB2/CREB3L2/HGF/MAGI2/PCK1/PIK3CD/PPP2CB/NFKB1/CD19/EFNA5/ITGA10/PIK3CA/PRL/FLT3/HSP90AB1/EIF4B/SYK/PHLPP1/CCND1/FGF9/IKBKG/PIK3R3/AKT3/IL6/FOXO3/VEGFB/KDR/IL2RA/ITGAV/TP53/CCNE2/IFNA1 59 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 19/1141 98/8135 0.086 0.221 0.1556 PIK3R1/IGF1/PRKCH/PRKCQ/PRKCB/HTR2B/TRPV2/PLCG2/PIK3CD/MAPK13/PLA2G4C/HTR2A/HRH1/PPP1CA/PIK3CA/PTGER4/PIK3R3/IL1R1/IL1B 19 KEGG hsa04072 Phospholipase D signaling pathway 27/1141 148/8135 0.08828 0.2252 0.1585 KITLG/PIK3R1/RALGDS/CYTH1/MS4A2/LPAR1/PDGFD/DNM1/EGFR/SPHK1/CXCL8/PLCG2/PLD1/PIK3CD/RRAS/PLA2G4C/PTPN11/AGTR1/CYTH4/DGKA/PIK3CA/PTGFR/SYK/PIK3R3/AKT3/GAB2/SHC2 27 KEGG hsa04144 Endocytosis 43/1141 251/8135 0.09138 0.2313 0.1628 IL2RG/CCR5/HLA-F/HLA-A/CXCR4/GRK6/IL2RB/CYTH1/HLA-C/RAB8A/PARD3/HLA-G/ACAP1/WASL/DNM1/TFRC/EGFR/HLA-E/HSPA6/HLA-B/AGAP1/PLD1/ASAP2/EHD4/SNX5/SMAD3/PSD3/VPS37C/ARPC5L/CYTH4/PSD4/CHMP2B/CAPZA1/HSPA1L/ARPC1A/ACTR3/RAB11FIP2/IL2RA/SH3GL3/ACTR2/CHMP1B/PML/RAB11FIP1 43 KEGG hsa00310 Lysine degradation 13/1141 63/8135 0.09524 0.2349 0.1654 COLGALT2/ALDH7A1/ALDH3A2/KMT2A/EZH2/ACAT1/SMYD2/HADH/AASS/SETMAR/ECHS1/EZH1/HADHA 13 KEGG hsa03250 Viral life cycle - HIV-1 13/1141 63/8135 0.09524 0.2349 0.1654 CCR5/CXCR4/SERINC3/APOBEC3G/MX2/APOBEC3B/CREBBP/CPSF6/CCNT1/FEZ1/MAP1B/MX1/PSIP1 13 KEGG hsa03320 PPAR signaling pathway 15/1141 75/8135 0.09568 0.2349 0.1654 GK/MMP1/ACOX2/CD36/PCK1/ANGPTL4/PLIN1/ADIPOQ/FABP5/SORBS1/NR1H3/FABP4/SLC27A5/ACADL/ACSL5 15 KEGG hsa05214 Glioma 15/1141 75/8135 0.09568 0.2349 0.1654 PIK3R1/IGF1/PRKCB/EGFR/PLCG2/BAK1/CAMK1D/PIK3CD/PIK3CA/CCND1/PIK3R3/AKT3/RB1/SHC2/TP53 15 KEGG hsa04510 Focal adhesion 35/1141 201/8135 0.0996 0.2427 0.1708 PIK3R1/IGF1/BIRC3/ITGB7/RAC2/ITGA4/CCND2/PRKCB/LAMA2/PDGFD/COMP/EGFR/THBS4/ERBB2/HGF/DOCK1/PIK3CD/PARVA/VASP/VAV1/ITGA10/PPP1CA/PIK3CA/MYL5/PAK1/CCND1/PIK3R3/AKT3/MYL9/VEGFB/KDR/SHC2/MYLK/ITGAV/VAV3 35 KEGG hsa04392 Hippo signaling pathway - multiple species 7/1141 29/8135 0.1013 0.2451 0.1725 YAP1/DCHS1/RASSF4/PAK1/WWTR1/FAT4/TEAD4 7 KEGG hsa05133 Pertussis 15/1141 76/8135 0.1045 0.2511 0.1767 IRF1/MYD88/IRF8/ITGB2/CXCL8/MAPK13/NFKB1/CASP1/IL6/CFL1/CXCL5/CXCL6/NOD1/IL1B/NLRP3 15 KEGG hsa04613 Neutrophil extracellular trap formation 33/1141 190/8135 0.1101 0.262 0.1844 PIK3R1/TLR8/RAC2/PRKCB/TLR2/ITGB2/AQP9/CLCN4/HDAC4/ITGAL/CLEC7A/CR1/PLCG2/NCF4/PIK3CD/MAPK13/NFKB1/CASP1/SLC25A4/FPR1/PIK3CA/SYK/PIK3R3/AKT3/SELPLG/FPR2/CYBA/SLC25A5/GP1BA/NCF1/CLCN5/CASP4/FCGR3B 33 KEGG hsa05219 Bladder cancer 9/1141 41/8135 0.1112 0.262 0.1844 TYMP/MMP1/EGFR/HBEGF/CXCL8/ERBB2/CCND1/RB1/TP53 9 KEGG hsa04211 Longevity regulating pathway 17/1141 89/8135 0.1115 0.262 0.1844 PIK3R1/IGF1/CREB3L2/PIK3CD/NFKB1/FOXO1/KL/PIK3CA/ADIPOQ/PIK3R3/AKT3/FOXO3/SESN1/CAT/IRS4/TP53/PRKAB1 17 KEGG hsa04973 Carbohydrate digestion and absorption 10/1141 47/8135 0.1135 0.2649 0.1864 PIK3R1/PRKCB/HK3/PIK3CD/ATP1B1/ATP1A2/PIK3CA/PIK3R3/AKT3/SLC2A5 10 KEGG hsa00030 Pentose phosphate pathway 7/1141 30/8135 0.117 0.271 0.1908 ALDOC/RPIA/PGD/RGN/TALDO1/TKTL1/PRPS2 7 KEGG hsa05410 Hypertrophic cardiomyopathy 17/1141 90/8135 0.1204 0.2753 0.1938 SGCB/IGF1/ITGB7/ITGA4/CACNA2D1/SGCA/LAMA2/DAG1/SGCD/ITGA10/SLC8A1/TGFB3/IL6/LMNA/ITGAV/PRKAB1/ATP2A3 17 KEGG hsa01200 Carbon metabolism 21/1141 115/8135 0.1205 0.2753 0.1938 ALDH6A1/HK3/ESD/ALDOC/PC/IDH2/ACAT1/RPIA/PGD/PCCA/SUCLA2/PSPH/RGN/MDH1/ADH5/SDHA/CAT/ECHS1/TALDO1/TKTL1/PRPS2 21 KEGG hsa03030 DNA replication 8/1141 36/8135 0.1219 0.2766 0.1947 LIG1/MCM5/RFC3/FEN1/MCM2/POLE2/RNASEH2A/MCM4 8 KEGG hsa04066 HIF-1 signaling pathway 20/1141 109/8135 0.1229 0.2769 0.1949 PIK3R1/IGF1/PRKCB/ANGPT1/TFRC/EGFR/HK3/ALDOC/CREBBP/PLCG2/ERBB2/PIK3CD/NFKB1/IFNG/ARNT/PIK3CA/PIK3R3/AKT3/IL6/CUL2 20 KEGG hsa04610 Complement and coagulation cascades 16/1141 85/8135 0.132 0.2954 0.2079 SERPINA1/CLU/SERPINA5/ITGB2/PROS1/F5/PROCR/CR1/PLAT/CFD/C7/ITGAX/TFPI/CFB/CR2/C6 16 KEGG hsa04115 p53 signaling pathway 14/1141 73/8135 0.1359 0.2996 0.2109 IGF1/CCND2/BID/CCNB2/RRM2/CDK1/PMAIP1/CCNB1/CCND1/APAF1/SESN1/CCNG1/TP53/CCNE2 14 KEGG hsa05231 Choline metabolism in cancer 18/1141 98/8135 0.1369 0.2996 0.2109 WASF3/PIK3R1/RAC2/RALGDS/CHPT1/PRKCB/PDGFD/EGFR/WAS/SP1/PLD1/PIK3CD/PLA2G4C/DGKA/PIK3CA/PIK3R3/AKT3/WASF2 18 KEGG hsa01250 Biosynthesis of nucleotide sugars 8/1141 37/8135 0.1375 0.2996 0.2109 GALT/HK3/UGDH/NANS/NAGK/GFPT1/UGP2/GFPT2 8 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 8/1141 37/8135 0.1375 0.2996 0.2109 PIK3R1/IGF1/PRKCB/PIK3CD/ATP1B1/ATP1A2/PIK3CA/PIK3R3 8 KEGG hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 6/1141 26/8135 0.147 0.316 0.2224 PIGK/GPAA1/PIGH/PIGP/PIGT/PIGF 6 KEGG hsa00790 Folate biosynthesis 6/1141 26/8135 0.147 0.316 0.2224 GCH1/AKR1C3/PCBD1/AKR1B1/MOCS2/ALPL 6 KEGG hsa04114 Oocyte meiosis 23/1141 131/8135 0.1479 0.316 0.2224 IGF1/PTTG1/PPP2CA/PPP3CA/BUB1/SKP1/CCNB2/AR/MAD2L1/PLK1/RPS6KA1/CPEB1/CDK1/MAPK13/PPP2CB/STAG3/CCNB1/PPP1CA/FBXO5/REC8/CDC20/CCNE2/AURKA 23 KEGG hsa04722 Neurotrophin signaling pathway 21/1141 119/8135 0.1554 0.3298 0.2321 PIK3R1/ARHGDIB/NTRK2/SH2B2/NFKBIE/RIPK2/RPS6KA1/PLCG2/NFKBIA/PIK3CD/MAPK13/NFKB1/PTPN11/PIK3CA/PIK3R3/AKT3/MAPKAPK2/FOXO3/SH2B3/SHC2/TP53 21 KEGG hsa04142 Lysosome 23/1141 132/8135 0.1567 0.3305 0.2326 LAMP3/AP1G2/SLC17A5/CTSF/TCIRG1/DMXL2/CTSC/CTSL/CTSW/NPC1/ACP2/CTSO/CTSB/HYAL1/IDUA/FUCA1/SCARB2/GLA/MAN2B1/ENTPD4/CD164/MANBA/CTSH 23 KEGG hsa01212 Fatty acid metabolism 11/1141 57/8135 0.1673 0.3505 0.2467 ACADVL/ACAT1/HSD17B12/ELOVL4/ACADL/ELOVL2/HADH/ECHS1/ACSL5/ELOVL5/HADHA 11 KEGG hsa04130 SNARE interactions in vesicular transport 7/1141 33/8135 0.1708 0.3557 0.2504 STX16/STX18/STX4/VAMP2/STX6/VTI1B/USE1 7 KEGG hsa04622 RIG-I-like receptor signaling pathway 13/1141 70/8135 0.175 0.3599 0.2533 TRAF3/IRF7/IFIH1/CXCL10/CASP10/CXCL8/NFKBIA/MAPK13/DDX58/NFKB1/IKBKG/IFNA1/ISG15 13 KEGG hsa05230 Central carbon metabolism in cancer 13/1141 70/8135 0.175 0.3599 0.2533 PIK3R1/SCO2/EGFR/HK3/IDH2/ERBB2/PIK3CD/SLC7A5/PIK3CA/FLT3/PIK3R3/AKT3/TP53 13 KEGG hsa05150 Staphylococcus aureus infection 17/1141 96/8135 0.1827 0.3733 0.2628 ITGB2/ICAM1/ITGAL/HLA-DRA/HLA-DPB1/CFD/HLA-DMA/HLA-DMB/FPR1/KRT19/SELPLG/HLA-DPA1/FPR2/CFB/KRT10/FCGR3B/KRT33B 17 KEGG hsa04930 Type II diabetes mellitus 9/1141 46/8135 0.1878 0.3814 0.2684 PIK3R1/SOCS1/HK3/SOCS2/PIK3CD/PIK3CA/ADIPOQ/PIK3R3/IRS4 9 KEGG hsa00260 Glycine, serine and threonine metabolism 8/1141 40/8135 0.1898 0.3832 0.2697 ALDH7A1/CBS/MAOA/ALAS1/PSPH/AOC2/MAOB/AOC3 8 KEGG hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 3/1141 11/8135 0.1921 0.3854 0.2713 NQO1/VKORC1/HPD 3 KEGG hsa00982 Drug metabolism - cytochrome P450 13/1141 72/8135 0.2025 0.4038 0.2842 FMO2/GSTM5/ADH1C/GSTM3/GSTA4/MAOA/HPGDS/ADH1B/MAOB/ADH5/UGT2B17/GSTO1/GSTM2 13 KEGG hsa04611 Platelet activation 21/1141 124/8135 0.2059 0.4068 0.2863 PIK3R1/RASGRP1/LCP2/PLCG2/PIK3CD/MAPK13/PLA2G4C/ARHGEF12/VASP/PPP1CA/PIK3CA/SYK/PIK3R3/BTK/AKT3/PTGS1/PRKG1/LYN/MYLK/GP1BA/PRKG2 21 KEGG hsa01522 Endocrine resistance 17/1141 98/8135 0.2065 0.4068 0.2863 CDKN2C/PIK3R1/IGF1/EGFR/HBEGF/ERBB2/SP1/PIK3CD/MAPK13/NOTCH1/PIK3CA/CCND1/PIK3R3/AKT3/RB1/SHC2/TP53 17 KEGG hsa04964 Proximal tubule bicarbonate reclamation 5/1141 23/8135 0.2125 0.4162 0.2929 PCK1/ATP1B1/CA2/ATP1A2/MDH1 5 KEGG hsa01240 Biosynthesis of cofactors 25/1141 153/8135 0.2333 0.4539 0.3195 GCH1/IDO1/NQO1/KYNU/ALDH3A2/NME7/DHRS3/MTHFD2/VKORC1/AK1/MOCS2/HPD/MAT1A/UGDH/ALAS1/KMO/RGN/ALPL/UGP2/UGT2B17/HMBS/NME4/LIPT1/ALAD/AK6 25 KEGG hsa00020 Citrate cycle (TCA cycle) 6/1141 30/8135 0.2373 0.4539 0.3195 PC/IDH2/PCK1/SUCLA2/MDH1/SDHA 6 KEGG hsa00053 Ascorbate and aldarate metabolism 6/1141 30/8135 0.2373 0.4539 0.3195 ALDH7A1/ALDH3A2/KL/UGDH/RGN/UGT2B17 6 KEGG hsa01523 Antifolate resistance 6/1141 30/8135 0.2373 0.4539 0.3195 ABCC4/NFKB1/IKBKG/IL6/TYMS/IL1B 6 KEGG hsa05211 Renal cell carcinoma 12/1141 69/8135 0.255 0.4849 0.3413 PIK3R1/CREBBP/HGF/PIK3CD/PTPN11/ARNT/PIK3CA/PAK1/TGFB3/PIK3R3/AKT3/CUL2 12 KEGG hsa04979 Cholesterol metabolism 9/1141 50/8135 0.2617 0.4901 0.3449 CD36/NPC1/LRPAP1/ANGPTL4/LIPG/MYLIP/CETP/LIPC/SOAT2 9 KEGG hsa00052 Galactose metabolism 6/1141 31/8135 0.2622 0.4901 0.3449 GALT/AKR1B1/HK3/UGP2/GLA/B4GALT2 6 KEGG hsa04710 Circadian rhythm 6/1141 31/8135 0.2622 0.4901 0.3449 SKP1/PER2/BHLHE41/ARNTL/PER3/PRKAB1 6 KEGG hsa05414 Dilated cardiomyopathy 16/1141 96/8135 0.2664 0.4952 0.3486 SGCB/IGF1/ITGB7/ITGA4/CACNA2D1/SGCA/LAMA2/DAG1/PLN/SGCD/ITGA10/SLC8A1/TGFB3/LMNA/ITGAV/ATP2A3 16 KEGG hsa04962 Vasopressin-regulated water reabsorption 8/1141 44/8135 0.2701 0.4992 0.3514 DYNC2LI1/ARHGDIB/DYNC1LI2/CREB3L2/DYNC1I1/STX4/DCTN6/VAMP2 8 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 13/1141 78/8135 0.2948 0.5419 0.3815 EPHX1/GSTM5/ADH1C/GSTM3/GSTA4/AKR1C1/HPGDS/ADH1B/ADH5/UGT2B17/GSTO1/GSTM2/AKR7A2 13 KEGG hsa04935 Growth hormone synthesis, secretion and action 19/1141 119/8135 0.3069 0.5609 0.3948 PIK3R1/IGF1/STAT1/PRKCB/JAK2/SOCS1/CREBBP/PLCG2/GHR/CREB3L2/SOCS2/PIK3CD/MAPK13/SSTR5/PIK3CA/PIK3R3/AKT3/SHC2/IRS4 19 KEGG hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 3/1141 14/8135 0.3121 0.5674 0.3994 B3GNT2/FUT8/B4GALT2 3 KEGG hsa00983 Drug metabolism - other enzymes 13/1141 80/8135 0.3281 0.5931 0.4175 TYMP/GSTM5/UPP1/GSTM3/GSTA4/RRM2/NME7/UGT2B17/NME4/GSTO1/GSTM2/TK2/TK1 13 KEGG hsa04530 Tight junction 26/1141 169/8135 0.336 0.604 0.4251 MYH10/RAB8A/PARD3/PPP2CA/ARHGEF18/JAM3/HCLS1/TUBA4A/AMOTL2/ARHGAP17/WAS/ERBB2/PPP2CB/VASP/ARPC5L/CCND1/CTTN/MYH11/MYL9/MPP5/ARPC1A/MYL6B/ACTR3/PRKAB1/CLDN14/ACTR2 26 KEGG hsa00590 Arachidonic acid metabolism 10/1141 61/8135 0.3492 0.6226 0.4382 PLA2G2D/LTC4S/AKR1C3/PLA2G12A/HPGDS/PLA2G4C/GPX3/PTGS1/EPHX2/ALOX5 10 KEGG hsa04216 Ferroptosis 7/1141 41/8135 0.3501 0.6226 0.4382 LPCAT3/CP/TFRC/SLC39A8/GPX4/TP53/ACSL5 7 KEGG hsa04020 Calcium signaling pathway 36/1141 240/8135 0.3574 0.6322 0.445 GNAL/PLCE1/FGF18/CXCR4/NTRK2/PPP3CA/PRKCB/FGF7/PDGFD/HTR2B/EGFR/FGF2/SPHK1/PDE1A/PLCG2/PHKB/ERBB2/HGF/PLN/ASPH/CAMK1D/HTR2A/HRH1/SLC25A4/AGTR1/PTGFR/SLC8A1/EDNRB/FGF9/CD38/RYR3/VEGFB/SLC25A5/KDR/MYLK/ATP2A3 36 KEGG hsa04910 Insulin signaling pathway 21/1141 137/8135 0.3653 0.6426 0.4523 PIK3R1/PPP1R3C/SH2B2/SOCS1/HK3/PHKB/SOCS2/PCK1/PTPRF/PIK3CD/ACACB/FOXO1/PPP1CA/PIK3CA/SORBS1/PIK3R3/AKT3/PDE3B/SHC2/IRS4/PRKAB1 21 KEGG hsa00900 Terpenoid backbone biosynthesis 4/1141 22/8135 0.373 0.6528 0.4595 PCYOX1/PMVK/ACAT1/ICMT 4 KEGG hsa04070 Phosphatidylinositol signaling system 15/1141 97/8135 0.3839 0.6683 0.4704 PIK3R1/PLCE1/PRKCB/PIP4K2B/PLCG2/MTMR14/PIK3CD/INPP1/DGKA/PIK3CA/PIK3R3/PPIP5K1/INPP5D/PIP4K2A/MTMR2 15 KEGG hsa00510 N-Glycan biosynthesis 8/1141 50/8135 0.403 0.6978 0.4912 MGAT4C/ALG6/DPM3/MAN1C1/STT3A/MAN2A2/FUT8/B4GALT2 8 KEGG hsa04614 Renin-angiotensin system 4/1141 23/8135 0.4068 0.6987 0.4918 AGTR1/CPA3/ANPEP/REN 4 KEGG hsa05020 Prion disease 40/1141 273/8135 0.4078 0.6987 0.4918 CCL5/PIK3R1/RAC2/NDUFC1/NDUFA4L2/PPP3CA/NDUFS2/COX7A1/TUBA4A/NDUFS4/TUBB2B/HSPA6/CREB3L2/TUBB4A/NCF4/PIK3CD/NDUFA13/SOD1/MAPK13/ADRM1/NOTCH1/SLC25A4/PIK3CA/C7/PIK3R3/NDUFA9/APAF1/IL6/DDIT3/RYR3/CYBA/SLC25A5/HSPA1L/SDHA/NDUFB6/NCF1/NDUFA4/IL1B/COX7A2/C6 40 KEGG hsa04012 ErbB signaling pathway 13/1141 85/8135 0.414 0.703 0.4948 PIK3R1/BTC/PRKCB/EGFR/HBEGF/PLCG2/ERBB2/PIK3CD/PIK3CA/PAK1/PIK3R3/AKT3/SHC2 13 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 5/1141 30/8135 0.4145 0.703 0.4948 HYI/ACAT1/PCCA/MDH1/CAT 5 KEGG hsa00920 Sulfur metabolism 2/1141 10/8135 0.4195 0.7077 0.4982 SELENBP1/BPNT1 2 KEGG hsa00270 Cysteine and methionine metabolism 8/1141 51/8135 0.4256 0.7144 0.5029 BHMT2/CDO1/CBS/AHCYL1/DNMT1/MAT1A/AHCYL2/MDH1 8 KEGG hsa00230 Purine metabolism 19/1141 128/8135 0.4327 0.7207 0.5073 ENPP1/AMPD3/NT5E/HDDC2/ADK/NPR2/RRM2/NME7/ADA/PDE1A/AK1/PNP/ENTPD1/ENTPD4/NME4/PDE3B/CANT1/AK6/PRPS2 19 KEGG hsa00120 Primary bile acid biosynthesis 3/1141 17/8135 0.4337 0.7207 0.5073 ACOX2/SLC27A5/CYP46A1 3 KEGG hsa05168 Herpes simplex virus 1 infection 71/1141 495/8135 0.4376 0.7235 0.5093 CCL5/TRAF3/PIK3R1/TAP1/TAPBP/ZNF12/IRF9/BIRC3/HLA-F/HLA-A/STAT1/TAP2/MYD88/ZNF573/HLA-C/OAS2/TLR2/CD74/BID/OAS1/HLA-G/IRF7/JAK2/CFP/IFIH1/TNFRSF14/HLA-E/ZNF510/SRPK1/HLA-DRA/HLA-DPB1/HLA-B/SRSF8/BAK1/ZNF211/ZNF331/ZNF623/NFKBIA/PIK3CD/HLA-DMA/DDX58/ZNF3/NFKB1/HLA-DMB/PTPN11/ZNF354A/IFNG/PPP1CA/PIK3CA/ZNF267/ZNF200/OAS3/SYK/IKBKG/PIK3R3/AKT3/APAF1/ZNF34/IL6/ZNF506/HLA-DPA1/ZNF667/ZNF8/TP53/ZNF415/CCL2/IFNA1/TYK2/ZSCAN32/IL1B/PML 71 KEGG hsa04916 Melanogenesis 15/1141 101/8135 0.4484 0.7349 0.5173 KITLG/WNT5B/PRKCB/CREBBP/CREB3L2/TCF7/TCF7L2/FZD4/LEF1/FZD7/TCF7L1/EDNRB/FZD6/DVL1/FZD2 15 KEGG hsa00562 Inositol phosphate metabolism 11/1141 73/8135 0.449 0.7349 0.5173 PLCE1/ALDH6A1/PIP4K2B/PLCG2/MTMR14/PIK3CD/INPP1/PIK3CA/INPP5D/PIP4K2A/MTMR2 11 KEGG hsa04540 Gap junction 13/1141 88/8135 0.4662 0.755 0.5314 LPAR1/PRKCB/PDGFD/HTR2B/TUBA4A/TUBB2B/EGFR/CDK1/TUBB4A/HTR2A/MAP3K2/PRKG1/PRKG2 13 KEGG hsa00513 Various types of N-glycan biosynthesis 6/1141 39/8135 0.4721 0.755 0.5314 MGAT4C/MAN1C1/STT3A/MAN2A2/FUT8/B4GALT2 6 KEGG hsa00511 Other glycan degradation 3/1141 18/8135 0.4727 0.755 0.5314 FUCA1/MAN2B1/MANBA 3 KEGG hsa04136 Autophagy - other 5/1141 32/8135 0.4727 0.755 0.5314 GABARAPL1/PPP2CA/GABARAPL2/PPP2CB/ATG3 5 KEGG hsa04215 Apoptosis - multiple species 5/1141 32/8135 0.4727 0.755 0.5314 BIRC3/BID/BAK1/PMAIP1/APAF1 5 KEGG hsa04022 cGMP-PKG signaling pathway 24/1141 167/8135 0.4827 0.7672 0.54 PPP3CA/NPR2/ADORA3/CREB3L2/PLN/ATP1B1/VASP/KCNJ8/SLC25A4/GTF2IRD1/AGTR1/PPP1CA/ATP1A2/SLC8A1/EDNRB/AKT3/PRKG1/MYL9/SLC25A5/PDE3B/MYLK/IRS4/PRKG2/ATP2A3 24 KEGG hsa03420 Nucleotide excision repair 7/1141 47/8135 0.4951 0.7832 0.5513 LIG1/CETN2/RFC3/POLE2/CUL4B/ERCC1/GTF2H5 7 KEGG hsa03410 Base excision repair 5/1141 33/8135 0.5012 0.7889 0.5553 LIG1/FEN1/PARP4/PARP1/POLE2 5 KEGG hsa05207 Chemical carcinogenesis - receptor activation 30/1141 212/8135 0.5096 0.7976 0.5614 PIK3R1/FGF18/EPHX1/GSTM5/PRKCB/FGF7/GSTM3/GSTA4/AR/JAK2/RPS6KA1/EGFR/FGF2/CREB3L2/PIK3CD/NFKB1/ARNT/PIK3CA/HSP90AB1/CCND1/FGF9/PIK3R3/AKT3/KPNA2/UGT2B17/RB1/GSTO1/GSTM2/EPHX3/EPHX2 30 KEGG hsa04934 Cushing syndrome 22/1141 155/8135 0.5116 0.7976 0.5614 CDKN2C/WNT5B/EGFR/KMT2A/CREB3L2/TCF7/KCNK2/SP1/TCF7L2/PBX1/FZD4/LEF1/FZD7/AGTR1/ARNT/TCF7L1/CCND1/FZD6/RB1/DVL1/FZD2/CCNE2 22 KEGG hsa04140 Autophagy - animal 20/1141 141/8135 0.5156 0.8002 0.5632 PIK3R1/GABARAPL1/PRKCQ/RAB8A/PPP2CA/CTSL/DEPTOR/GABARAPL2/MTMR14/RAB33B/PIK3CD/PPP2CB/RRAS/CTSB/PIK3CA/ATG3/PIK3R3/AKT3/CFLAR/IRS4 20 KEGG hsa04150 mTOR signaling pathway 22/1141 156/8135 0.5246 0.8094 0.5697 PIK3R1/LRP6/CAB39L/IGF1/WNT5B/PRKCB/RPS6KA1/DEPTOR/LRP5/PIK3CD/SLC7A5/FZD4/FZD7/PIK3CA/EIF4B/PIK3R3/AKT3/FZD6/DVL1/PRR5L/FZD2/ATP6V1B2 22 KEGG hsa00040 Pentose and glucuronate interconversions 5/1141 34/8135 0.529 0.8094 0.5697 AKR1B1/KL/UGDH/UGP2/UGT2B17 5 KEGG hsa04340 Hedgehog signaling pathway 8/1141 56/8135 0.5362 0.8094 0.5697 GAS1/GLI3/CCND2/CDON/SCUBE2/SPOP/CCND1/MEGF8 8 KEGG hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 4/1141 27/8135 0.5363 0.8094 0.5697 B3GALNT1/B3GNT2/FUT4/B4GALT2 4 KEGG hsa01040 Biosynthesis of unsaturated fatty acids 4/1141 27/8135 0.5363 0.8094 0.5697 HSD17B12/ELOVL4/ELOVL2/ELOVL5 4 KEGG hsa04966 Collecting duct acid secretion 4/1141 27/8135 0.5363 0.8094 0.5697 TCIRG1/CA2/SLC12A7/ATP6V1B2 4 KEGG hsa00100 Steroid biosynthesis 3/1141 20/8135 0.5465 0.8173 0.5753 LBR/SC5D/SOAT2 3 KEGG hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 3/1141 20/8135 0.5465 0.8173 0.5753 CHST15/CHST3/CHST11 3 KEGG hsa04217 Necroptosis 22/1141 159/8135 0.563 0.8382 0.59 TNFAIP3/IRF9/BIRC3/STAT1/BID/TNFSF10/JAK2/STAT4/PLA2G4C/CASP1/SLC25A4/IFNG/HSP90AB1/PARP1/CHMP2B/SLC25A5/CFLAR/IFNA1/TYK2/IL1B/CHMP1B/NLRP3 22 KEGG hsa00760 Nicotinate and nicotinamide metabolism 5/1141 36/8135 0.5824 0.8631 0.6075 ENPP1/NT5E/SIRT7/PNP/CD38 5 KEGG hsa00330 Arginine and proline metabolism 7/1141 51/8135 0.5862 0.8648 0.6087 LAP3/ALDH7A1/ALDH3A2/OAT/CNDP2/MAOA/MAOB 7 KEGG hsa00600 Sphingolipid metabolism 7/1141 52/8135 0.6076 0.8888 0.6256 SGPL1/SPHK1/SGMS1/GLA/UGCG/CERK/CERS4 7 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 5/1141 37/8135 0.6078 0.8888 0.6256 ASPA/GFPT1/FOLH1/GFPT2/ALDH5A1 5 KEGG hsa04730 Long-term depression 8/1141 60/8135 0.6183 0.8913 0.6273 IGF1/PPP2CA/PRKCB/PPP2CB/PLA2G4C/PRKG1/LYN/PRKG2 8 KEGG hsa02010 ABC transporters 6/1141 45/8135 0.6187 0.8913 0.6273 TAP1/TAP2/ABCG1/ABCC4/ABCA8/ABCA3 6 KEGG hsa01230 Biosynthesis of amino acids 10/1141 75/8135 0.6196 0.8913 0.6273 CBS/ALDOC/PC/IDH2/RPIA/MAT1A/PSPH/TALDO1/TKTL1/PRPS2 10 KEGG hsa05012 Parkinson disease 36/1141 266/8135 0.6204 0.8913 0.6273 UCHL1/GNAL/NDUFC1/NDUFA4L2/UBE2L6/NDUFS2/COX7A1/SLC18A2/TUBA4A/SNCAIP/NDUFS4/TUBB2B/SLC39A8/TUBB4A/MAOA/NDUFA13/SOD1/ADRM1/SLC25A4/PINK1/NDUFA9/APAF1/SLC39A6/MAOB/DDIT3/RYR3/UBE2J1/SLC25A5/SDHA/NDUFB6/SLC39A7/TP53/NDUFA4/UBE2G2/COX7A2/TXN2 36 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 7/1141 53/8135 0.6285 0.8967 0.6312 PRKCB/DNM1/ATP1B1/KL/ATP1A2/SLC8A1/PTH1R 7 KEGG hsa00564 Glycerophospholipid metabolism 13/1141 98/8135 0.6307 0.8967 0.6312 PLA2G2D/LPCAT3/CHPT1/PNPLA6/PLD1/ETNK1/PLA2G12A/PLA2G4C/DGKA/PLA1A/PTDSS1/MBOAT7/GPD1L 13 KEGG hsa00561 Glycerolipid metabolism 8/1141 61/8135 0.6376 0.8967 0.6312 GK/ALDH7A1/ALDH3A2/AKR1B1/LIPG/DGKA/GLA/LIPC 8 KEGG hsa03050 Proteasome 6/1141 46/8135 0.6408 0.8967 0.6312 PSMB9/PSMB8/PSMB10/PSME1/ADRM1/IFNG 6 KEGG hsa00603 Glycosphingolipid biosynthesis - globo and isoglobo series 2/1141 15/8135 0.643 0.8967 0.6312 B3GALNT1/GLA 2 KEGG hsa00730 Thiamine metabolism 2/1141 15/8135 0.643 0.8967 0.6312 AK1/ALPL 2 KEGG hsa03060 Protein export 3/1141 23/8135 0.645 0.8967 0.6312 SEC62/SEC63/SEC11A 3 KEGG hsa04924 Renin secretion 9/1141 69/8135 0.6459 0.8967 0.6312 PPP3CA/PDE1A/KCNJ2/CTSB/AGTR1/PTGER4/PDE3B/REN/PRKG2 9 KEGG hsa03013 Nucleocytoplasmic transport 14/1141 108/8135 0.6675 0.9201 0.6477 NUP93/XPO6/TPR/NUP160/SAP18/THOC2/PNN/IPO7/KPNA2/NUP88/THOC1/NUP50/THOC6/XPO4 14 KEGG hsa04915 Estrogen signaling pathway 18/1141 138/8135 0.6684 0.9201 0.6477 PIK3R1/EGFR/HBEGF/KCNJ5/HSPA6/CREB3L2/SP1/PIK3CD/FKBP5/PIK3CA/HSP90AB1/KRT19/PIK3R3/AKT3/SHC2/HSPA1L/KRT10/KRT33B 18 KEGG hsa04977 Vitamin digestion and absorption 3/1141 24/8135 0.6743 0.9243 0.6506 FOLH1/LMBRD1/SLC5A6 3 KEGG hsa00430 Taurine and hypotaurine metabolism 2/1141 16/8135 0.6786 0.9264 0.6521 CDO1/FMO2 2 KEGG hsa04024 cAMP signaling pathway 29/1141 221/8135 0.6819 0.9271 0.6526 PIK3R1/RAC2/PLCE1/SOX9/NPY1R/GLI3/ABCC4/FXYD1/CREBBP/CREB3L2/PLD1/PLN/NFKBIA/PIK3CD/RRAS/NFKB1/ATP1B1/VAV1/SSTR5/PPP1CA/ATP1A2/PIK3CA/PAK1/PIK3R3/AKT3/MYL9/PDE3B/VAV3/ATP2A3 29 KEGG hsa04972 Pancreatic secretion 13/1141 102/8135 0.6889 0.9323 0.6562 PLA2G2D/RAB8A/PRKCB/PLA2G12A/TRPC1/ATP1B1/CA2/ATP1A2/CPA3/SLC12A2/CD38/CTRB2/ATP2A3 13 KEGG hsa04929 GnRH secretion 8/1141 64/8135 0.692 0.9323 0.6562 PIK3R1/PRKCB/KCNJ5/PIK3CD/TRPC1/PIK3CA/PIK3R3/AKT3 8 KEGG hsa00592 alpha-Linolenic acid metabolism 3/1141 25/8135 0.7017 0.9323 0.6562 PLA2G2D/PLA2G12A/PLA2G4C 3 KEGG hsa00565 Ether lipid metabolism 6/1141 49/8135 0.7023 0.9323 0.6562 PLA2G2D/CHPT1/PLD1/PLA2G12A/PLA2G4C/PLA2G7 6 KEGG hsa05030 Cocaine addiction 6/1141 49/8135 0.7023 0.9323 0.6562 SLC18A2/PDYN/CREB3L2/MAOA/NFKB1/MAOB 6 KEGG hsa04141 Protein processing in endoplasmic reticulum 22/1141 171/8135 0.7036 0.9323 0.6562 SKP1/SEC62/CRYAB/HSPA6/SEC31A/BAG2/BAK1/HSPA4L/EDEM1/UBE2D1/VCP/SEC63/HSP90AB1/MAN1C1/DDIT3/UBE2J1/MBTPS2/STT3A/HSPA1L/EDEM2/SEC23B/UBE2G2 22 KEGG hsa04512 ECM-receptor interaction 11/1141 88/8135 0.7065 0.9323 0.6562 ITGB7/ITGA4/HMMR/LAMA2/CD36/COMP/DAG1/THBS4/ITGA10/GP1BA/ITGAV 11 KEGG hsa04270 Vascular smooth muscle contraction 17/1141 134/8135 0.7107 0.9323 0.6562 PLA2G2D/PRKCH/MYH10/PRKCQ/PRKCB/NPR2/CALD1/PLA2G12A/PLA2G4C/ARHGEF12/AGTR1/PPP1CA/PRKG1/MYH11/MYL9/MYLK/MYL6B 17 KEGG hsa00910 Nitrogen metabolism 2/1141 17/8135 0.7112 0.9323 0.6562 CA14/CA2 2 KEGG hsa05110 Vibrio cholerae infection 6/1141 50/8135 0.7211 0.9415 0.6627 TCIRG1/PLCG2/KDELR3/SLC12A2/KDELR2/ATP6V1B2 6 KEGG hsa04146 Peroxisome 10/1141 82/8135 0.7312 0.9509 0.6693 ACOX2/PEX26/PMVK/IDH2/SOD1/ECI2/PEX19/CAT/ACSL5/EPHX2 10 KEGG hsa00860 Porphyrin metabolism 5/1141 43/8135 0.7401 0.9524 0.6704 CP/ALAS1/UGT2B17/HMBS/ALAD 5 KEGG hsa00010 Glycolysis / Gluconeogenesis 8/1141 67/8135 0.7409 0.9524 0.6704 ALDH7A1/ALDH3A2/ADH1C/HK3/ALDOC/PCK1/ADH1B/ADH5 8 KEGG hsa00061 Fatty acid biosynthesis 2/1141 18/8135 0.7411 0.9524 0.6704 ACACB/ACSL5 2 KEGG hsa04922 Glucagon signaling pathway 13/1141 107/8135 0.7536 0.9647 0.679 PPP3CA/CREBBP/PHKB/CREB3L2/SIK1/PCK1/ACACB/PPP4C/FOXO1/AKT3/PDE3B/PRMT1/PRKAB1 13 KEGG hsa04371 Apelin signaling pathway 17/1141 139/8135 0.7657 0.9712 0.6836 GNG12/HDAC4/SPHK1/PLAT/RRAS/SMAD3/AGTR1/PLIN1/SLC8A1/CCND1/APLNR/AKT3/TFAM/RYR3/PDE3B/MYLK/PRKAB1 17 KEGG hsa00531 Glycosaminoglycan degradation 2/1141 19/8135 0.7682 0.9712 0.6836 HYAL1/IDUA 2 KEGG hsa05031 Amphetamine addiction 8/1141 69/8135 0.7704 0.9712 0.6836 PPP3CA/PRKCB/SLC18A2/PDYN/CREB3L2/MAOA/PPP1CA/MAOB 8 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 8/1141 69/8135 0.7704 0.9712 0.6836 EPHX1/GSTM5/GSTM3/GSTA4/HPGDS/UGT2B17/GSTO1/GSTM2 8 KEGG hsa03022 Basal transcription factors 5/1141 45/8135 0.7761 0.9745 0.686 TAF7/GTF2F1/GTF2IRD1/GTF2A1/GTF2H5 5 KEGG hsa05010 Alzheimer disease 49/1141 384/8135 0.7885 0.9856 0.6938 PIK3R1/LRP6/WNT5B/NDUFC1/NDUFA4L2/PPP3CA/BID/NDUFS2/COX7A1/TUBA4A/NDUFS4/TUBB2B/SLC39A8/TUBB4A/LRP5/NOX4/PIK3CD/NDUFA13/NFKB1/FZD4/ADRM1/FZD7/SLC25A4/PIK3CA/IKBKG/BACE1/PIK3R3/AKT3/NDUFA9/APAF1/SLC39A6/IL6/FZD6/DDIT3/RYR3/ADAM10/SLC25A5/SDHA/DVL1/NDUFB6/NAE1/SLC39A7/IRS4/FZD2/FRAT1/NDUFA4/IL1B/COX7A2/ATP2A3 49 KEGG hsa00670 One carbon pool by folate 2/1141 20/8135 0.7928 0.9856 0.6938 MTHFD2/TYMS 2 KEGG hsa00591 Linoleic acid metabolism 3/1141 29/8135 0.7939 0.9856 0.6938 PLA2G2D/PLA2G12A/PLA2G4C 3 KEGG hsa05017 Spinocerebellar ataxia 17/1141 143/8135 0.8044 0.9949 0.7003 PIK3R1/PRKCB/PDYN/SP1/AFG3L2/PIK3CD/ADRM1/SLC25A4/PIK3CA/NFYA/FGF14/PIK3R3/AKT3/SLC25A5/ATXN2/ATXN10/ATP2A3 17 KEGG hsa04137 Mitophagy - animal 8/1141 72/8135 0.81 0.9981 0.7025 GABARAPL1/GABARAPL2/SP1/RRAS/PINK1/FOXO3/TP53/BNIP3L 8 KEGG hsa00770 Pantothenate and CoA biosynthesis 2/1141 21/8135 0.8151 1 0.7039 ENPP1/ALDH3A2 2 KEGG hsa04926 Relaxin signaling pathway 15/1141 129/8135 0.8197 1 0.7039 PIK3R1/GNG12/MMP1/EGFR/CREB3L2/NFKBIA/PIK3CD/MAPK13/NFKB1/PIK3CA/EDNRB/PIK3R3/AKT3/VEGFB/SHC2 15 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 12/1141 106/8135 0.8279 1 0.7039 LRP6/PTHLH/PRKCB/EGFR/HBEGF/CREB3L2/SP1/PLD1/LRP5/KL/AKAP13/PTH1R 12 KEGG hsa04728 Dopaminergic synapse 15/1141 132/8135 0.8453 1 0.7039 GNG12/GNAL/PPP2CA/PPP3CA/PRKCB/SLC18A2/KCNJ5/CREB3L2/MAOA/MAPK13/PPP2CB/ARNTL/PPP1CA/AKT3/MAOB 15 KEGG hsa00515 Mannose type O-glycan biosynthesis 2/1141 23/8135 0.8534 1 0.7039 FUT4/B4GALT2 2 KEGG hsa03430 Mismatch repair 2/1141 23/8135 0.8534 1 0.7039 LIG1/RFC3 2 KEGG hsa04971 Gastric acid secretion 8/1141 76/8135 0.8544 1 0.7039 PRKCB/KCNK2/KCNJ15/KCNJ2/ATP1B1/CA2/ATP1A2/MYLK 8 KEGG hsa04970 Salivary secretion 10/1141 93/8135 0.8581 1 0.7039 PRKCB/LYZ/ATP1B1/ATP1A2/SLC12A2/VAMP2/CD38/PRKG1/RYR3/PRKG2 10 KEGG hsa00830 Retinol metabolism 7/1141 68/8135 0.8587 1 0.7039 ADH1C/DHRS3/ADH1B/ADH5/DHRS9/UGT2B17/RETSAT 7 KEGG hsa03450 Non-homologous end-joining 1/1141 13/8135 0.86 1 0.7039 FEN1 1 KEGG hsa04120 Ubiquitin mediated proteolysis 16/1141 142/8135 0.8606 1 0.7039 BIRC3/SKP1/UBE2L6/UBE2C/SOCS1/UBE2B/UBE2Z/UBE2D1/KLHL9/CUL2/UBE2J1/CDC20/CUL4B/UBE2E3/UBE2G2/PML 16 KEGG hsa00051 Fructose and mannose metabolism 3/1141 33/8135 0.861 1 0.7039 AKR1B1/HK3/ALDOC 3 KEGG hsa04978 Mineral absorption 6/1141 60/8135 0.8645 1 0.7039 CYBRD1/ATP1B1/ATP1A2/SLC8A1/TRPM6/MT1X 6 KEGG hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 2/1141 24/8135 0.8696 1 0.7039 EXTL2/EXT2 2 KEGG hsa04975 Fat digestion and absorption 4/1141 43/8135 0.8717 1 0.7039 PLA2G2D/CD36/ACAT1/PLA2G12A 4 KEGG hsa05322 Systemic lupus erythematosus 15/1141 136/8135 0.875 1 0.7039 CD40/HLA-DRA/HLA-DPB1/CD40LG/HLA-DMA/CD86/TRIM21/HLA-DMB/IFNG/C7/CD80/SNRPB/HLA-DPA1/FCGR3B/C6 15 KEGG hsa04921 Oxytocin signaling pathway 17/1141 154/8135 0.8867 1 0.7039 CACNA2D1/PPP3CA/PRKCB/NPR2/EGFR/KCNJ5/CAMK1D/KCNJ2/PLA2G4C/PPP1CA/CCND1/CD38/RYR3/MYL9/MYLK/MYL6B/PRKAB1 17 KEGG hsa03460 Fanconi anemia pathway 5/1141 54/8135 0.8923 1 0.7039 FANCI/BLM/REV3L/RMI1/ERCC1 5 KEGG hsa00500 Starch and sucrose metabolism 3/1141 36/8135 0.898 1 0.7039 ENPP1/HK3/UGP2 3 KEGG hsa04726 Serotonergic synapse 12/1141 115/8135 0.8988 1 0.7039 GNG12/PRKCB/SLC18A2/HTR2B/KCNJ5/MAOA/PLA2G4C/TRPC1/HTR2A/PTGS1/MAOB/ALOX5 12 KEGG hsa00514 Other types of O-glycan biosynthesis 4/1141 47/8135 0.9119 1 0.7039 COLGALT2/GALNT11/GALNT10/B4GALT2 4 KEGG hsa00190 Oxidative phosphorylation 14/1141 134/8135 0.9124 1 0.7039 NDUFC1/NDUFA4L2/TCIRG1/NDUFS2/COX7A1/NDUFS4/COX11/NDUFA13/NDUFA9/SDHA/NDUFB6/ATP6V1B2/NDUFA4/COX7A2 14 KEGG hsa04974 Protein digestion and absorption 10/1141 103/8135 0.9271 1 0.7039 COL8A2/COL8A1/COL14A1/ATP1B1/COL15A1/ATP1A2/SLC8A1/CPA3/CTRB2/COL16A1 10 KEGG hsa04330 Notch signaling pathway 5/1141 59/8135 0.931 1 0.7039 CREBBP/NOTCH1/HEY2/HEY1/DVL1 5 KEGG hsa05014 Amyotrophic lateral sclerosis 42/1141 364/8135 0.9329 1 0.7039 TNFRSF1B/NDUFC1/NDUFA4L2/RAB8A/PPP3CA/BID/PFN2/SIGMAR1/NDUFS2/COX7A1/NUP93/TUBA4A/NDUFS4/TUBB2B/TPR/TUBB4A/NDUFA13/NUP160/SOD1/MAPK13/GPX3/CASP1/ADRM1/VCP/DCTN6/PINK1/NDUFA9/APAF1/CHMP2B/DDIT3/ANG/NUP88/SDHA/NDUFB6/CAT/ATXN2/NUP50/PFN1/TP53/HNRNPA3/NDUFA4/COX7A2 42 KEGG hsa04721 Synaptic vesicle cycle 7/1141 78/8135 0.9347 1 0.7039 TCIRG1/SLC18A2/DNM1/SLC1A3/VAMP2/STXBP1/ATP6V1B2 7 KEGG hsa04260 Cardiac muscle contraction 8/1141 87/8135 0.9349 1 0.7039 CACNA2D1/COX7A1/ASPH/ATP1B1/ATP1A2/SLC8A1/COX7A2/ATP2A3 8 KEGG hsa03018 RNA degradation 7/1141 79/8135 0.9398 1 0.7039 TOB1/DDX6/LSM3/TOB2/EXOSC7/LSM5/PARN 7 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 56/1141 476/8135 0.9399 1 0.7039 UCHL1/LRP6/WNT5B/TNFRSF1B/NDUFC1/NDUFA4L2/RAB8A/PPP3CA/PRKCB/BID/UBE2L6/SIGMAR1/NDUFS2/COX7A1/TUBA4A/SNCAIP/NDUFS4/TUBB2B/PDYN/BAK1/TUBB4A/LRP5/NOX4/NDUFA13/SOD1/MAPK13/NFKB1/GPX3/FZD4/ADRM1/FZD7/VCP/SLC25A4/DCTN6/PINK1/NDUFA9/APAF1/IL6/FZD6/CHMP2B/DDIT3/RYR3/UBE2J1/SLC25A5/SDHA/DVL1/NDUFB6/CAT/ATXN2/FZD2/FRAT1/NDUFA4/IL1B/UBE2G2/COX7A2/ATP2A3 56 KEGG hsa03440 Homologous recombination 3/1141 41/8135 0.9403 1 0.7039 BLM/BARD1/TOPBP1 3 KEGG hsa04913 Ovarian steroidogenesis 4/1141 51/8135 0.9405 1 0.7039 IGF1/AKR1C3/PLA2G4C/ALOX5 4 KEGG hsa00140 Steroid hormone biosynthesis 5/1141 61/8135 0.9426 1 0.7039 AKR1C3/STS/AKR1C1/HSD17B12/UGT2B17 5 KEGG hsa04714 Thermogenesis 25/1141 232/8135 0.9426 1 0.7039 NDUFC1/NDUFA4L2/NDUFS2/COX7A1/RPS6KA1/NDUFS4/SMARCD3/CREB3L2/COX11/NDUFA13/MAPK13/SMARCC2/SMARCA2/NDUFAF3/PLIN1/SMARCD1/NDUFA9/PRKG1/SDHA/NDUFB6/PRKAB1/ACSL5/NDUFA4/COX7A2/PRKG2 25 KEGG hsa01210 2-Oxocarboxylic acid metabolism 1/1141 19/8135 0.9436 1 0.7039 IDH2 1 KEGG hsa04976 Bile secretion 8/1141 89/8135 0.9443 1 0.7039 EPHX1/ABCC4/AQP9/ATP1B1/CA2/ATP1A2/UGT2B17/SLC27A5 8 KEGG hsa04925 Aldosterone synthesis and secretion 9/1141 98/8135 0.9446 1 0.7039 PRKCB/PRKD2/KCNJ5/CREB3L2/CAMK1D/ATP1B1/AGTR1/ATP1A2/PRKD1 9 KEGG hsa04927 Cortisol synthesis and secretion 5/1141 65/8135 0.9607 1 0.7039 CREB3L2/KCNK2/SP1/PBX1/AGTR1 5 KEGG hsa04918 Thyroid hormone synthesis 6/1141 75/8135 0.962 1 0.7039 PRKCB/TTF1/CREB3L2/GPX3/ATP1B1/ATP1A2 6 KEGG hsa04725 Cholinergic synapse 10/1141 113/8135 0.9651 1 0.7039 PIK3R1/GNG12/PRKCB/JAK2/CREB3L2/PIK3CD/KCNJ2/PIK3CA/PIK3R3/AKT3 10 KEGG hsa04720 Long-term potentiation 5/1141 67/8135 0.9676 1 0.7039 PPP3CA/PRKCB/RPS6KA1/CREBBP/PPP1CA 5 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 14/1141 150/8135 0.9688 1 0.7039 CACNA2D1/PPP2CA/CREB3L2/PLN/MAPK13/PPP2CB/ATP1B1/SCN1B/AGTR1/PPP1CA/ATP1A2/SLC8A1/AKT3/ATP2A3 14 KEGG hsa00512 Mucin type O-glycan biosynthesis 2/1141 36/8135 0.9704 1 0.7039 GALNT11/GALNT10 2 KEGG hsa03015 mRNA surveillance pathway 8/1141 97/8135 0.9711 1 0.7039 PPP2CA/CPSF6/CSTF2/PPP2CB/SAP18/PPP1CA/PNN/CLP1 8 KEGG hsa04713 Circadian entrainment 8/1141 97/8135 0.9711 1 0.7039 GNG12/PRKCB/KCNJ5/PER2/PRKG1/PER3/RYR3/PRKG2 8 KEGG hsa04723 Retrograde endocannabinoid signaling 13/1141 148/8135 0.981 1 0.7039 GNG12/NDUFC1/NDUFA4L2/PRKCB/NDUFS2/NDUFS4/KCNJ5/NDUFA13/MAPK13/NDUFA9/ABHD6/NDUFB6/NDUFA4 13 KEGG hsa04912 GnRH signaling pathway 7/1141 93/8135 0.9823 1 0.7039 PRKCB/EGFR/HBEGF/PLD1/MAPK13/PLA2G4C/MAP3K2 7 KEGG hsa04744 Phototransduction 1/1141 29/8135 0.9876 1 0.7039 GUCA1A 1 KEGG hsa05206 MicroRNAs in cancer 31/1141 310/8135 0.9876 1 0.7039 PIK3R1/TIMP3/PIM1/CCND2/PRKCB/ZFPM2/HDAC4/SOCS1/EGFR/RECK/CREBBP/CDC25B/PLCG2/ERBB2/BAK1/EZH2/PIK3CD/TP63/BCL2L2/NFKB1/DNMT1/EFNA5/NOTCH1/PIK3CA/CCND1/HOXD10/PIK3R3/CCNG1/TP53/CCNE2/KIF23 31 KEGG hsa05032 Morphine addiction 6/1141 91/8135 0.9918 1 0.7039 GNG12/GRK6/PRKCB/KCNJ5/PDE1A/PDE3B 6 KEGG hsa03020 RNA polymerase 1/1141 34/8135 0.9942 1 0.7039 POLR2L 1 KEGG hsa05016 Huntington disease 29/1141 306/8135 0.9943 1 0.7039 NDUFC1/NDUFA4L2/NDUFS2/COX7A1/TUBA4A/NDUFS4/TUBB2B/CREBBP/SLC1A3/CREB3L2/SP1/TUBB4A/NDUFA13/SOD1/GPX3/ADRM1/SLC25A4/POLR2L/DCTN6/NDUFA9/APAF1/TFAM/SLC25A5/SDHA/NDUFB6/TGM2/TP53/NDUFA4/COX7A2 29 KEGG hsa03040 Spliceosome 11/1141 147/8135 0.9954 1 0.7039 HSPA6/SRSF8/DHX8/THOC2/SNRPB/HSPA1L/SYF2/LSM3/THOC1/HNRNPA3/LSM5 11 KEGG hsa04911 Insulin secretion 5/1141 86/8135 0.9955 1 0.7039 PRKCB/CREB3L2/ATP1B1/ATP1A2/VAMP2 5 KEGG hsa04080 Neuroactive ligand-receptor interaction 34/1141 353/8135 0.9956 1 0.7039 GZMA/PENK/NPY1R/PARD3/LPAR1/GLRB/HTR2B/PDYN/TAC1/ADORA3/NMB/GHR/HTR2A/CHRNA5/HRH1/LEP/FPR1/SSTR5/AGTR1/PTGFR/PRL/PTGER4/P2RY6/APLNR/EDNRB/HCRTR1/FPR2/P2RY14/S1PR1/PTH1R/VIPR1/S1PR4/P2RY4/THRA 34 KEGG hsa04727 GABAergic synapse 5/1141 89/8135 0.9967 1 0.7039 GNG12/GABARAPL1/PRKCB/TRAK2/GABARAPL2 5 KEGG hsa04724 Glutamatergic synapse 7/1141 114/8135 0.9977 1 0.7039 GNG12/PPP3CA/PRKCB/SLC1A3/PLD1/PLA2G4C/TRPC1 7 KEGG hsa03010 Ribosome 11/1141 158/8135 0.9983 1 0.7039 RPL31/RPL24/RPS4X/RPL12/RSL24D1/MRPL15/MRPS14/RPL15/RPL10A/RPS14/MRPL20 11 KEGG hsa03008 Ribosome biogenesis in eukaryotes 5/1141 109/8135 0.9997 1 0.7039 REXO2/RPP38/AK6/WDR43/UTP18 5 KEGG hsa05034 Alcoholism 12/1141 187/8135 0.9997 1 0.7039 GNG12/NTRK2/HDAC4/SLC18A2/SLC29A1/PDYN/CREB3L2/MAOA/PPP1CA/MAOB/SLC29A2/SHC2 12 KEGG hsa00970 Aminoacyl-tRNA biosynthesis 1/1141 66/8135 1 1 0.7039 WARS2 1 KEGG hsa04742 Taste transduction 2/1141 86/8135 1 1 0.7039 PDE1A/P2RY4 2 KEGG hsa04740 Olfactory transduction 10/1141 440/8135 1 1 0.7039 GNAL/PDE1A/OR7C2/OR51E2/SLC8A1/OR11A1/PRKG1/OR1D5/OR7E24/PRKG2 10