ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa04062 Chemokine signaling pathway 68/1364 192/8135 1.991e-10 5.958e-08 3.854e-08 XCL1/CCL18/CXCL13/PLCG2/FGR/RAC2/CCL13/PLCB1/GNG12/CCL5/CXCL9/CXCL10/NFKBIA/CCR5/CCR2/NCF1/CCR1/MAPK3/WAS/CXCL12/PRKCB/CCL7/ITK/CXCR4/GNG10/GRK5/ARRB1/CCL8/CHUK/LYN/STAT1/CXCL6/CCL20/CX3CR1/CCR7/CXCL1/ADCY8/GSK3B/RAP1B/CCL23/RASGRP2/BAD/CXCL11/JAK2/CXCL3/CCL4/VAV2/KRAS/CXCL2/CDC42/SHC1/MAP2K1/ADCY7/CXCL8/PIK3R3/ADCY6/TIAM1/PF4/DOCK2/CCL19/PTK2/CXCR6/CX3CL1/PARD3/PIK3R2/NRAS/GRK6/AKT2 68 KEGG hsa04662 B cell receptor signaling pathway 38/1364 82/8135 3.589e-10 5.958e-08 3.854e-08 PLCG2/RAC2/SYK/LILRB2/LILRB3/FCGR2B/CD79A/NFKBIA/CD19/MAPK3/RASGRP3/PRKCB/CD72/CHUK/LILRA2/LYN/BLNK/NFKBIE/LILRB1/GSK3B/BCL10/LILRB4/MALT1/PTPN6/VAV2/KRAS/PPP3CA/MAP2K1/INPP5D/CD81/INPPL1/PIK3R3/CD79B/PIK3R2/NRAS/DAPP1/AKT2/IFITM1 38 KEGG hsa04064 NF-kappa B signaling pathway 44/1364 104/8135 5.764e-10 6.379e-08 4.126e-08 LCK/PLCG2/CCL13/SYK/TNFAIP3/NFKBIA/TRAF3/MYD88/ZAP70/UBE2I/CXCL12/PRKCB/LAT/BCL2A1/TRAF1/PRKCQ/BIRC3/RELB/ICAM1/CD40/CHUK/LYN/CD14/BLNK/PARP1/LBP/CXCL1/LY96/BCL10/TNFRSF11A/CSNK2A2/CXCL3/MALT1/CD40LG/IRAK4/CCL4/CXCL2/NFKB2/TICAM1/CXCL8/CCL19/LTB/DDX58/EDA2R 44 KEGG hsa04666 Fc gamma R-mediated phagocytosis 41/1364 97/8135 2.307e-09 1.802e-07 1.165e-07 PLCG2/RAC2/SYK/FCGR2B/PTPRC/NCF1/ACTR3/ASAP2/MAPK3/WAS/MARCKSL1/PLD1/ARPC2/ASAP3/PRKCB/LAT/FCGR3B/GSN/ARPC5L/WASF3/ARPC1A/LYN/LIMK2/DOCK1/FCGR2A/BIN1/VAV2/CDC42/GAB2/MAP2K1/INPP5D/INPPL1/PIK3R3/ACTR3B/MARCKS/PRKCE/PLA2G4C/PIK3R2/ARPC3/FCGR1A/AKT2 41 KEGG hsa05416 Viral myocarditis 30/1364 60/8135 2.713e-09 1.802e-07 1.165e-07 RAC2/SGCA/HLA-DOB/PRF1/DAG1/ITGAL/SGCB/ICAM1/CD40/HLA-DMB/CYCS/HLA-A/HLA-E/HLA-F/HLA-C/HLA-DMA/ABL2/CD40LG/HLA-DPA1/HLA-B/HLA-DRB4/ITGB2/CASP9/HLA-G/LAMA2/CAV1/SGCD/HLA-DPB1/CCND1/CD86 30 KEGG hsa04380 Osteoclast differentiation 49/1364 128/8135 3.713e-09 2.054e-07 1.329e-07 LCK/PLCG2/SYK/LILRB2/LILRB3/FCGR2B/LCP2/NFKBIA/IFNAR2/NCF1/PPARG/MAPK3/TNFRSF11B/TREM2/FCGR3B/RELB/SIRPG/CHUK/LILRA2/BLNK/STAT1/NCF4/FCGR2A/LILRB1/NCF2/SOCS1/LILRB4/FCGR2C/TNFRSF11A/IRF9/TGFB2/MAPK10/GAB2/PPP3CA/MAP2K1/NFKB2/PIK3R3/ITGB3/CSF1/MAPK13/CALCR/MITF/IFNG/PIK3R2/CSF1R/FCGR1A/SQSTM1/AKT2/MAP2K6 49 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 41/1364 100/8135 6.817e-09 3.233e-07 2.091e-07 XCL1/IL2RG/CCL18/CXCL13/TNFRSF1B/CCL13/CCL5/CXCL9/CXCL10/CCR5/CCR2/IL2RB/CCR1/CXCL12/TNFSF10/CCL7/CXCR4/CCL8/CXCL6/CCL20/CX3CR1/IL6R/CCR7/CXCL1/IL6/CCL23/CXCL11/IL2RA/CXCL3/CCL4/IL10RA/CXCL2/TNFRSF14/IL10RB/CXCL8/PF4/IL18RAP/CSF1/CCL19/CX3CL1/CSF1R 41 KEGG hsa05144 Malaria 26/1364 50/8135 1.082e-08 4.489e-07 2.904e-07 SDC1/LRP1/ITGAL/SDC2/THBS4/MYD88/TLR2/KLRB1/GYPC/CR1/ICAM1/CD40/SELE/IL6/PECAM1/CD40LG/TGFB2/COMP/CD81/HBB/MET/CXCL8/ITGB2/HGF/IFNG/THBS1 26 KEGG hsa05166 Human T-cell leukemia virus 1 infection 71/1364 222/8135 1.242e-08 4.583e-07 2.964e-07 IL2RG/LCK/IL15RA/CD3D/HLA-DOB/NFKBIA/PTTG1/ITGAL/IL2RB/SMAD3/CD3E/MAPK3/IL15/CDKN2C/RELB/ICAM1/CD40/CHUK/CDC20/CCNE1/HLA-DMB/HLA-A/HLA-E/HLA-F/ADCY8/TLN2/IL6/HLA-C/CD3G/HLA-DMA/CANX/IL2RA/TGFB2/KRAS/CCNB2/MSX1/MAPK10/PPP3CA/HLA-DPA1/RANBP3/HLA-B/MAP2K1/NFKB2/SLC25A6/KAT5/ADCY7/ATR/HLA-DRB4/PIK3R3/ADCY6/ITGB2/EGR2/BUB1B/CHEK2/HLA-G/E2F3/CREB3L2/CREB3/CCNA2/CCND2/ESPL1/PIK3R2/IL1R2/NRAS/B2M/CRTC1/HLA-DPB1/CCND3/AKT2/CRTC3/CCND1 71 KEGG hsa05169 Epstein-Barr virus infection 66/1364 202/8135 1.593e-08 5.287e-07 3.42e-07 RUNX3/TAP1/PLCG2/SYK/CD3D/TNFAIP3/HLA-DOB/CXCL10/NFKBIA/TRAF3/ITGAL/IFNAR2/CD19/MYD88/TAPBP/CD3E/SAP30L/TLR2/CD247/RELB/ICAM1/CD40/CHUK/CCNE1/LYN/HLA-DMB/CYCS/BLNK/STAT1/HLA-A/NFKBIE/OAS2/HLA-E/HLA-F/IL6/IRF7/HLA-C/CD3G/HLA-DMA/IRAK4/IRF9/MAPK10/HLA-DPA1/HLA-B/NFKB2/HDAC1/HLA-DRB4/PIK3R3/CASP9/PSMC3/HES1/MAPK13/HLA-G/E2F3/CCNA2/FAS/DDX58/CCND2/PIK3R2/CD44/B2M/HLA-DPB1/CCND3/AKT2/MAP2K6/CCND1 66 KEGG hsa04640 Hematopoietic cell lineage 38/1364 99/8135 1.936e-07 5.843e-06 3.779e-06 CD38/IL11RA/TFRC/IL7R/CD2/CD3D/HLA-DOB/CD19/KIT/CD3E/CD8A/IL4R/CR1/CD7/CD14/IL7/KITLG/HLA-DMB/IL6R/ITGA4/IL6/CD3G/HLA-DMA/IL2RA/IL3RA/HLA-DPA1/CD9/CD37/HLA-DRB4/ITGB3/CSF1/ITGA3/MS4A1/CD44/IL1R2/CSF1R/FCGR1A/HLA-DPB1 38 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 35/1364 89/8135 2.94e-07 8.135e-06 5.262e-06 BATF/LCK/RASGRP1/CD3D/NFKBIA/MYD88/CD3E/MAPK3/ZAP70/TLR2/LAT/PRKCQ/CD247/CHUK/STAT1/NFKBIE/CD3G/CSNK2A2/JAK2/PTPN6/KRAS/PPP3CA/EGFR/MAP2K1/TICAM1/PTPN11/PIK3R3/HIF1A/MAPK13/IFNG/PIK3R2/NRAS/AKT2/MAP2K6/ALK 35 KEGG hsa04658 Th1 and Th2 cell differentiation 35/1364 92/8135 7.511e-07 1.888e-05 1.221e-05 RUNX3/IL2RG/LCK/CD3D/HLA-DOB/NFKBIA/IL2RB/CD3E/MAPK3/ZAP70/LAT/IL4R/PRKCQ/CD247/CHUK/HLA-DMB/STAT1/NFKBIE/CD3G/HLA-DMA/STAT4/IL2RA/JAK2/TBX21/MAPK10/PPP3CA/HLA-DPA1/MAML1/HLA-DRB4/IL12RB1/NOTCH1/MAPK13/IFNG/HLA-DPB1/STAT6 35 KEGG hsa04660 T cell receptor signaling pathway 38/1364 104/8135 8.381e-07 1.888e-05 1.221e-05 LCK/RASGRP1/CD3D/LCP2/NFKBIA/PTPRC/CD3E/MAPK3/ZAP70/CD8A/LAT/ITK/PRKCQ/CD247/CHUK/MAP3K8/NFKBIE/CBLB/GSK3B/BCL10/CD3G/MALT1/CD40LG/PTPN6/VAV2/KRAS/CDC42/MAPK10/PPP3CA/MAP2K1/PIK3R3/MAPK13/IFNG/PIK3R2/NRAS/PAK2/AKT2/CTLA4 38 KEGG hsa04659 Th17 cell differentiation 39/1364 108/8135 8.53e-07 1.888e-05 1.221e-05 IL2RG/LCK/IL27RA/CD3D/IL21R/HLA-DOB/NFKBIA/IL2RB/SMAD3/CD3E/MAPK3/ZAP70/LAT/IL4R/PRKCQ/CD247/CHUK/HLA-DMB/STAT1/NFKBIE/IL6R/IL6/CD3G/HLA-DMA/RORA/IL2RA/JAK2/TBX21/MAPK10/PPP3CA/HLA-DPA1/RXRA/HLA-DRB4/IL12RB1/HIF1A/MAPK13/IFNG/HLA-DPB1/STAT6 39 KEGG hsa04015 Rap1 signaling pathway 63/1364 210/8135 1.06e-06 2.072e-05 1.34e-05 RAC2/PLCB1/LCP2/EFNA5/FPR1/ITGAL/KIT/MAPK3/MAGI2/VEGFA/KRIT1/RALA/RASGRP3/PRKCB/LAT/PFN2/ANGPT1/ANGPT2/KITLG/PLCE1/ID1/PDGFD/F2R/SIPA1L1/FGF7/LPAR1/ADCY8/TLN2/RAP1B/PRKD2/RASGRP2/VAV2/KRAS/PGF/EFNA1/CDC42/FGF2/EGFR/TEK/ENAH/MAP2K1/SIPA1L3/ADCY7/MET/PIK3R3/ADCY6/ITGB2/TIAM1/ITGB3/HGF/CSF1/MAPK13/RALGDS/PRKCI/PARD3/EPHA2/PIK3R2/THBS1/NRAS/CSF1R/AKT2/MAP2K6/GNAS 63 KEGG hsa05221 Acute myeloid leukemia 28/1364 67/8135 1.061e-06 2.072e-05 1.34e-05 TCF7L2/PIM2/TCF7L1/CEBPA/KIT/MAPK3/ZBTB16/BCL2A1/CHUK/CD14/BAD/PIM1/LEF1/PML/KRAS/TCF7/RUNX1T1/MAP2K1/PIK3R3/PPARD/CCNA2/PIK3R2/NRAS/DUSP6/CSF1R/FCGR1A/AKT2/CCND1 28 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 59/1364 194/8135 1.422e-06 2.622e-05 1.696e-05 TCF7L2/PLCG2/MICB/SYK/GNG12/TCF7L1/NFKBIA/CCR5/TRAF3/IFNAR2/CCR1/MAPK3/VEGFA/GNG10/ANGPT2/ICAM1/CHUK/LYN/CYCS/STAT1/HLA-A/HLA-E/HLA-F/CXCL1/GSK3B/IL6/IRF7/HLA-C/LEF1/JAK2/CXCL3/IRF9/KRAS/CXCL2/MAPK10/FGF2/PPP3CA/TCF7/HLA-B/MAP2K1/TICAM1/ITPR1/CXCL8/PIK3R3/CASP9/HIF1A/MAPK13/HLA-G/E2F3/FAS/PIK3R2/NRAS/MAPKAPK2/CLEC2B/RPS27A/AKT2/MAP2K6/CCND1/CD86 59 KEGG hsa05330 Allograft rejection 19/1364 38/8135 2.288e-06 3.808e-05 2.463e-05 HLA-DOB/PRF1/GZMB/CD40/HLA-DMB/HLA-A/HLA-E/HLA-F/HLA-C/HLA-DMA/CD40LG/HLA-DPA1/HLA-B/HLA-DRB4/HLA-G/FAS/IFNG/HLA-DPB1/CD86 19 KEGG hsa04514 Cell adhesion molecules 48/1364 149/8135 2.294e-06 3.808e-05 2.463e-05 PTPRF/SDC1/CD2/HLA-DOB/PTPRC/ITGAL/NEO1/SDC2/VCAN/ICAM3/CD8A/PTPRM/ICAM1/CD40/HLA-DMB/SELE/HLA-A/HLA-E/ITGA4/JAM3/HLA-F/ITGAV/HLA-C/PECAM1/ITGB7/HLA-DMA/CDH2/CD40LG/SDC3/NLGN4X/SELL/HLA-DPA1/HLA-B/PDCD1LG2/SELPLG/HLA-DRB4/ITGB2/CD6/CLDN11/CDH5/CNTN1/HLA-G/CD99/CADM3/ICAM2/HLA-DPB1/CD86/CTLA4 48 KEGG hsa05165 Human papillomavirus infection 88/1364 331/8135 2.818e-06 4.455e-05 2.881e-05 TCF7L2/MX2/TCF7L1/FZD4/TRAF3/IFNAR2/THBS4/IRF1/WNT5B/MAPK3/FOXO1/VEGFA/LAMB2/FZD2/FZD7/CHUK/CCNE1/LAMC3/STAT1/FZD6/HLA-A/HLA-E/PPP2CA/ITGA4/HLA-F/GSK3B/ITGAV/HLA-C/ITGB7/BAD/PPP2R5D/PTGER4/PPP2R1A/HEY1/IRF9/WNT5A/KRAS/LFNG/COMP/ITGB5/ITGA7/CDC42/LLGL2/TUBG1/EGFR/TCF7/HLA-B/MAP2K1/MAML1/HDAC1/TICAM1/TSC1/ATR/WNT11/LAMB3/PIK3R3/LAMA4/NOTCH1/ITGB3/MPP5/HES1/HLA-G/WNT10B/CREB3L2/PTK2/PRKCI/HEY2/CREB3/PARD3/CCNA2/LAMA2/ITGA3/FAS/TUBG2/PPP2R1B/CCND2/PIK3R2/THBS1/NRAS/TADA3/MX1/TSC2/CCND3/AKT2/RHEB/CCND1/OASL/GNAS 88 KEGG hsa04668 TNF signaling pathway 38/1364 112/8135 6.625e-06 9.444e-05 6.109e-05 TNFRSF1B/CCL5/TNFAIP3/CXCL10/NFKBIA/TRAF3/IRF1/MAPK3/TRAF1/IL15/NOD2/BIRC3/ICAM1/CHUK/MAP3K8/MAP3K5/CXCL6/CCL20/SELE/CXCL1/IL6/EDN1/CXCL3/CXCL2/MAPK10/MAP2K1/PIK3R3/CASP10/CSF1/MAPK13/CREB3L2/CREB3/CX3CL1/FAS/PIK3R2/AKT2/MAP2K6/CEBPB 38 KEGG hsa05145 Toxoplasmosis 38/1364 112/8135 6.625e-06 9.444e-05 6.109e-05 HLA-DOB/NFKBIA/CCR5/MYD88/MAPK3/TLR2/LAMB2/BIRC3/CD40/CHUK/HLA-DMB/CYCS/LAMC3/STAT1/LY96/SOCS1/ALOX5/BAD/HLA-DMA/JAK2/CD40LG/IRAK4/TGFB2/IL10RA/MAPK10/HLA-DPA1/IL10RB/LAMB3/HLA-DRB4/CASP9/LAMA4/MAPK13/LAMA2/IFNG/HSPA6/HLA-DPB1/AKT2/MAP2K6 38 KEGG hsa04060 Cytokine-cytokine receptor interaction 79/1364 295/8135 6.827e-06 9.444e-05 6.109e-05 CSF2RB/XCL1/IL2RG/IL11RA/CCL18/IL7R/IL27RA/CXCL13/TNFRSF17/TNFRSF1B/CCL13/CD27/CCL5/IL15RA/CXCL9/IL21R/CXCL10/CCR5/GHR/BMP4/CCR2/IL32/IFNAR2/IL2RB/CCR1/TNFRSF11B/CXCL12/TNFSF10/CCL7/CXCR4/IL4R/IL15/CD40/CCL8/IL7/CXCL6/CCL20/CX3CR1/IL6R/CCR7/CXCL1/IL6/IL16/CCL23/GDF15/CXCL11/TNFRSF11A/IL2RA/CXCL3/CD40LG/CCL4/IL3RA/TGFB2/CD70/IL10RA/IL1RN/CXCL2/IL17RC/BMPR1A/TNFRSF14/IL10RB/CXCL8/BMP5/PF4/IL12RB1/IL18RAP/CSF1/CCL19/CXCR6/LTB/CX3CL1/FAS/IFNG/IL1R2/LIFR/CSF1R/TNFSF8/EDA2R/TNFRSF25 79 KEGG hsa05140 Leishmaniasis 29/1364 77/8135 8.324e-06 0.0001095 7.08e-05 HLA-DOB/NFKBIA/NCF1/MYD88/MAPK3/MARCKSL1/TLR2/PRKCB/CR1/FCGR3B/HLA-DMB/STAT1/NCF4/FCGR2A/ITGA4/NCF2/HLA-DMA/FCGR2C/JAK2/IRAK4/PTPN6/TGFB2/HLA-DPA1/HLA-DRB4/ITGB2/MAPK13/IFNG/FCGR1A/HLA-DPB1 29 KEGG hsa04151 PI3K-Akt signaling pathway 91/1364 354/8135 8.573e-06 0.0001095 7.08e-05 IL2RG/IL7R/SYK/GNG12/EFNA5/GHR/PHLPP1/IFNAR2/CD19/THBS4/KIT/IL2RB/MAPK3/MAGI2/VEGFA/TLR2/NTRK2/LAMB2/IL4R/ANGPT1/DDIT4/GNG10/ANGPT2/CHUK/CCNE1/PCK1/IL7/KITLG/LAMC3/PDGFD/F2R/ERBB2/IL6R/PPP2CA/ITGA4/FGF7/LPAR1/GSK3B/IL6/ITGAV/ITGB7/BAD/PPP2R5D/PPP2R1A/IL2RA/JAK2/IL3RA/KRAS/PGF/COMP/GYS1/NR4A1/EFNA1/ITGB5/ITGA7/FGF2/EGFR/TEK/MAP2K1/RXRA/TSC1/PCK2/LAMB3/MET/PIK3R3/CASP9/LAMA4/ITGB3/HGF/CSF1/CREB3L2/PTK2/CREB3/LAMA2/NTF3/ITGA3/EPHA2/PPP2R1B/CCND2/PIK3R2/THBS1/YWHAQ/NRAS/CSF1R/TSC2/SGK2/CCND3/AKT2/RHEB/CCND1/EREG 91 KEGG hsa05205 Proteoglycans in cancer 59/1364 205/8135 9.839e-06 0.000121 7.825e-05 FLNB/SDC1/PLCG2/HBEGF/FZD4/SDC2/WNT5B/MAPK3/VEGFA/TLR2/CTSL/PRKCB/FZD2/HCLS1/FZD7/PLCE1/FZD6/ANK3/ERBB2/HSPB2/ANK2/ITGAV/PTPN6/WNT5A/TGFB2/VAV2/KRAS/ITGB5/CDC42/FGF2/EGFR/MAP2K1/TIMP3/SLC9A1/PPP1CC/WNT11/PTPN11/MET/ITPR1/PIK3R3/HPSE/TWIST1/RDX/TIAM1/ITGB3/HGF/HIF1A/MAPK13/WNT10B/PTK2/CD63/FAS/CAV1/PIK3R2/THBS1/CD44/NRAS/AKT2/CCND1 59 KEGG hsa05132 Salmonella infection 68/1364 249/8135 1.488e-05 0.0001764 0.0001141 TCF7L2/FLNB/TCF7L1/NFKBIA/PTPRC/RHOH/ACTR3/MYD88/TUBA4A/MAPK3/TLR2/RALA/CYFIP2/ARPC2/TNFSF10/PFN2/ARPC5L/BIRC3/WASF3/FYCO1/NAIP/CHUK/ARPC1A/CD14/STX10/CYCS/DYNC2LI1/KPNA3/LY96/AHNAK/IL6/LEF1/KLC1/IRAK4/DCTN3/MYL12A/DYNLT1/CDC42/MAPK10/DCTN2/TCF7/MAP2K1/TUBB6/CYTH1/AHNAK2/CASP1/NCKAP1L/CXCL8/EXOC7/RIPK2/SKP1/ACTR3B/KIF5C/MAPK13/TXN/CSE1L/MYL12B/CYTH3/VPS16/TXN2/RHOG/ARPC3/DYNC1H1/MYL9/AKT2/MAP2K6/ABI1/PIK3C2A 68 KEGG hsa04940 Type I diabetes mellitus 19/1364 43/8135 2.22e-05 0.0002496 0.0001615 HLA-DOB/PRF1/GZMB/HLA-DMB/HLA-A/HLA-E/HLA-F/HLA-C/HLA-DMA/CPE/HLA-DPA1/HLA-B/HLA-DRB4/HLA-G/FAS/IFNG/HLA-DPB1/ICA1/CD86 19 KEGG hsa04145 Phagosome 46/1364 152/8135 2.329e-05 0.0002496 0.0001615 TFRC/TAP1/COLEC12/MRC2/FCGR2B/HLA-DOB/NCF1/THBS4/TUBA4A/CORO1A/TLR2/CTSL/FCGR3B/CD14/HLA-DMB/HLA-A/NCF4/FCGR2A/HLA-E/HLA-F/CLEC7A/NCF2/ITGAV/HLA-C/HLA-DMA/FCGR2C/CD209/CANX/COMP/ITGB5/HLA-DPA1/HLA-B/TUBB6/STX12/HLA-DRB4/CTSS/ITGB2/ITGB3/HLA-G/LAMP2/LAMP1/THBS1/OLR1/FCGR1A/DYNC1H1/HLA-DPB1 46 KEGG hsa05417 Lipid and atherosclerosis 60/1364 215/8135 2.331e-05 0.0002496 0.0001615 XBP1/PLCB1/CCL5/NFKBIA/TRAF3/NCF1/PPARG/MYD88/MAPK3/TLR2/ABCG1/TNFSF10/ATF6/ICAM1/CD40/CHUK/LYN/CD14/MAP3K5/CYCS/SELE/NCF4/LBP/CXCL1/LY96/NCF2/GSK3B/IL6/RAP1B/IRF7/BAD/TANK/JAK2/CXCL3/CD40LG/IRAK4/VAV2/KRAS/MMP1/CXCL2/CDC42/MAPK10/PPP3CA/RXRA/CASP1/TICAM1/ITPR1/CXCL8/PIK3R3/CASP9/MAPK13/PTK2/FAS/HSPA6/VLDLR/PIK3R2/NRAS/OLR1/AKT2/MAP2K6 60 KEGG hsa05323 Rheumatoid arthritis 32/1364 93/8135 2.53e-05 0.0002624 0.0001697 CCL5/HLA-DOB/ITGAL/VEGFA/TLR2/CXCL12/CTSL/ANGPT1/IL15/ICAM1/HLA-DMB/CXCL6/CCL20/CXCL1/IL6/HLA-DMA/TNFRSF11A/CXCL3/TGFB2/MMP1/CXCL2/HLA-DPA1/TEK/HLA-DRB4/CXCL8/ITGB2/CSF1/LTB/IFNG/HLA-DPB1/CD86/CTLA4 32 KEGG hsa04650 Natural killer cell mediated cytotoxicity 41/1364 131/8135 2.683e-05 0.0002699 0.0001746 LCK/PLCG2/MICB/RAC2/SYK/LCP2/PRF1/GZMB/CD48/ITGAL/IFNAR2/MAPK3/ZAP70/SH2D1A/TNFSF10/PRKCB/LAT/FCGR3B/CD247/ICAM1/HLA-A/HLA-E/HLA-C/PTPN6/VAV2/KRAS/SHC1/PPP3CA/HLA-B/MAP2K1/PTPN11/PIK3R3/ITGB2/HLA-G/FAS/IFNG/KIR2DS5/PIK3R2/NRAS/ULBP2/ICAM2 41 KEGG hsa04210 Apoptosis 42/1364 136/8135 3.069e-05 0.0002997 0.0001938 CSF2RB/NFKBIA/PRF1/GZMB/CTSB/CTSF/TUBA4A/MAPK3/PARP3/LMNB1/CTSH/DAXX/CTSL/TNFSF10/CTSC/BCL2A1/TRAF1/BIRC3/CHUK/MAP3K5/CYCS/PARP1/BAD/CTSO/IL3RA/DFFB/KRAS/CAPN2/MAPK10/MAP2K1/LMNA/PTPN13/ITPR1/PIK3R3/CTSS/CASP9/CASP10/CTSW/FAS/PIK3R2/NRAS/AKT2 42 KEGG hsa05163 Human cytomegalovirus infection 61/1364 225/8135 5.129e-05 0.0004866 0.0003147 TAP1/RAC2/PLCB1/GNG12/CCL5/NFKBIA/CCR5/TAPBP/CCR1/MAPK3/VEGFA/CXCL12/PRKCB/CXCR4/GNG10/CHUK/CYCS/HLA-A/HLA-E/IL6R/HLA-F/ADCY8/GSK3B/IL6/ITGAV/HLA-C/GNA11/PTGER4/CCL4/KRAS/IL10RA/PPP3CA/EGFR/HLA-B/MAP2K1/TSC1/IL10RB/ADCY7/ITPR1/CXCL8/PIK3R3/ADCY6/CASP9/ITGB3/MAPK13/HLA-G/E2F3/CREB3L2/PTK2/CREB3/CX3CL1/FAS/PIK3R2/NRAS/B2M/TSC2/AKT2/MAP2K6/RHEB/CCND1/GNAS 61 KEGG hsa05162 Measles 42/1364 139/8135 5.427e-05 0.000487 0.000315 IL2RG/MX2/CD3D/FCGR2B/SLAMF1/TNFAIP3/NFKBIA/TRAF3/IFNAR2/MYD88/IL2RB/CD3E/TLR2/CHUK/CCNE1/CYCS/STAT1/OAS2/CBLB/GSK3B/IL6/IRF7/BAD/CD3G/CSNK2A2/CD209/IL2RA/IRAK4/IRF9/MAPK10/IFIH1/PIK3R3/CASP9/FAS/HSPA6/DDX58/CCND2/PIK3R2/MX1/CCND3/AKT2/CCND1 42 KEGG hsa05418 Fluid shear stress and atherosclerosis 42/1364 139/8135 5.427e-05 0.000487 0.000315 SDC1/RAC2/BMP4/NQO1/GSTA4/NCF1/SDC2/VEGFA/GSTT1/CTSL/ICAM1/CHUK/MAP3K5/SELE/NCF2/ITGAV/PECAM1/EDN1/KEAP1/SUMO4/MAPK10/BMPR1A/GSTM2/MAPK7/GSTM1/PIK3R3/ITGB3/CDH5/MAPK13/TXN/PTK2/ASS1/MGST3/IFNG/CAV1/TXN2/PIK3R2/IL1R2/SQSTM1/AKT2/MAP2K6/ARHGEF2 42 KEGG hsa05170 Human immunodeficiency virus 1 infection 58/1364 212/8135 5.907e-05 0.0005076 0.0003283 TAP1/PLCG2/TNFRSF1B/RAC2/GNG12/CD3D/APOBEC3G/NFKBIA/CCR5/MYD88/TAPBP/CD3E/MAPK3/TLR2/SAMHD1/PRKCB/CXCR4/CD247/GNG10/CHUK/LIMK2/CYCS/HLA-A/AP1B1/HLA-E/HLA-F/HLA-C/GNA11/BAD/CD3G/DDB1/IRAK4/KRAS/CCNB2/MAPK10/PPP3CA/HLA-B/MAP2K1/ATR/AP1G2/ITPR1/PIK3R3/CASP9/SKP1/CUL4B/APOBEC3F/CDK1/MAPK13/HLA-G/PTK2/FAS/PIK3R2/NRAS/B2M/PAK2/CCNB1/AKT2/MAP2K6 58 KEGG hsa05332 Graft-versus-host disease 18/1364 42/8135 5.989e-05 0.0005076 0.0003283 HLA-DOB/PRF1/GZMB/HLA-DMB/HLA-A/HLA-E/HLA-F/IL6/HLA-C/HLA-DMA/HLA-DPA1/HLA-B/HLA-DRB4/HLA-G/FAS/IFNG/HLA-DPB1/CD86 18 KEGG hsa05152 Tuberculosis 51/1364 180/8135 6.116e-05 0.0005076 0.0003283 SYK/MRC2/FCGR2B/HLA-DOB/MYD88/MAPK3/CORO1A/TLR2/RFX5/LSP1/CR1/FCGR3B/NOD2/CD14/HLA-DMB/CYCS/STAT1/FCGR2A/LBP/CLEC7A/BCL10/IL6/BAD/HLA-DMA/CD74/ITGAX/FCGR2C/CD209/JAK2/MALT1/IRAK4/TGFB2/IL10RA/MAPK10/PPP3CA/HLA-DPA1/IL10RB/HLA-DRB4/CTSS/ITGB2/CASP9/RIPK2/CASP10/MAPK13/LAMP2/LAMP1/IFNG/FCGR1A/HLA-DPB1/AKT2/CEBPB 51 KEGG hsa04218 Cellular senescence 45/1364 156/8135 0.0001028 0.0008327 0.0005386 SMAD3/MAPK3/FOXO1/CCNE1/HLA-A/HLA-E/HLA-F/IL6/HLA-C/TGFB2/KRAS/CCNB2/CAPN2/PPP3CA/HLA-B/MAP2K1/SLC25A6/TSC1/PPP1CC/ATR/ITPR1/CXCL8/PIK3R3/HIPK1/NBN/CHEK2/CACNA1D/CDK1/MAPK13/HLA-G/E2F3/CCNA2/ZFP36L2/CCND2/PIK3R2/NRAS/MAPKAPK2/SQSTM1/TSC2/CCND3/CCNB1/AKT2/MAP2K6/RHEB/CCND1 45 KEGG hsa04010 MAPK signaling pathway 74/1364 294/8135 0.0001237 0.0009774 0.0006322 FLNB/RAC2/GNG12/RASGRP1/EFNA5/HSPB1/MYD88/KIT/PTPN7/MAPK3/VEGFA/RASGRP3/DAXX/NTRK2/MAP4K1/DUSP5/PRKCB/NLK/ANGPT1/RELB/ANGPT2/ARRB1/CHUK/MAP3K8/CD14/MAP3K5/KITLG/DUSP2/PDGFD/ERBB2/RPS6KA1/FGF7/RAP1B/RASGRP2/IRAK4/TGFB2/KRAS/PGF/NR4A1/EFNA1/CDC42/MAPK10/FGF2/PPP3CA/EGFR/TEK/MAP2K1/NFKB2/MAPK7/MET/MAP3K11/HGF/CACNA1D/CSF1/MAPK13/DUSP3/NTF3/PLA2G4C/FAS/HSPA6/EPHA2/CACNG3/CACNB2/NRAS/CACNA1F/MAPKAPK2/DUSP6/CSF1R/PAK2/AKT2/MAP2K6/MAP3K4/MECOM/EREG 74 KEGG hsa05164 Influenza A 48/1364 171/8135 0.000128 0.0009882 0.0006392 MX2/CCL5/HLA-DOB/CXCL10/NFKBIA/TRAF3/IFNAR2/TPSAB1/MYD88/MAPK3/TPSB2/TNFSF10/PRKCB/ICAM1/CHUK/HLA-DMB/CYCS/STAT1/OAS2/IL6/IRF7/HLA-DMA/PML/JAK2/IRAK4/IRF9/KPNA2/NXF3/HLA-DPA1/MAP2K1/CASP1/SLC25A6/TICAM1/IFIH1/HLA-DRB4/CXCL8/PIK3R3/CASP9/FAS/IFNG/DDX58/PIK3R2/NXT1/MX1/HLA-DPB1/CCND3/AKT2/NLRX1 48 KEGG hsa05171 Coronavirus disease - COVID-19 61/1364 232/8135 0.000133 0.001004 0.0006492 PLCG2/SYK/MX2/HBEGF/F13A1/CXCL10/NFKBIA/C7/TRAF3/IFNAR2/AGTR1/CFD/MYD88/MAPK3/TLR2/C6/C5AR1/PRKCB/CFB/RPLP0/CHUK/RPL15/STAT1/OAS2/FCGR2A/IL6R/IL6/RPL8/RPL7/IRAK4/RPS18/RPS28/RPS23/IRF9/RPL41/RPS9/RPS15/MMP1/RPL3/RPL12/MAPK10/EGFR/RPL24/C3AR1/CASP1/RPLP1/IFIH1/RPL29/CXCL8/PIK3R3/MAPK13/RPL30/DDX58/RPS5/RPL34/PIK3R2/RPL10A/RPL35A/RPS27A/MX1/RPL9 61 KEGG hsa05340 Primary immunodeficiency 16/1364 38/8135 0.000197 0.001452 0.0009392 IL2RG/LCK/IL7R/TAP1/CD3D/CD79A/ADA/PTPRC/CD19/CD3E/ZAP70/CD8A/RFX5/CD40/BLNK/CD40LG 16 KEGG hsa04936 Alcoholic liver disease 41/1364 142/8135 0.0002012 0.001452 0.0009392 TCF7L2/ALDH3A2/TCF7L1/NFKBIA/TRAF3/MYD88/ALDH7A1/FOXO1/ACADVL/C5AR1/ADIPOQ/CHUK/CD14/MAP3K5/ACACB/LBP/CXCL1/LY96/GSK3B/IL6/LEF1/CXCL3/IRAK4/SCD/CXCL2/MAPK10/IL17RC/TCF7/C3AR1/TICAM1/SREBF1/CXCL8/CAMKK2/MAPK13/ADH5/FABP1/ADH1C/FAS/AKT2/MAP2K6/CCND1 41 KEGG hsa04612 Antigen processing and presentation 26/1364 78/8135 0.0002549 0.001801 0.001165 TAP1/HLA-DOB/CTSB/TAPBP/CD8A/RFX5/CTSL/HLA-DMB/HLA-A/HLA-E/HLA-F/HLA-C/HLA-DMA/CD74/CANX/HLA-DPA1/HLA-B/HLA-DRB4/CTSS/PSME1/HLA-G/IFNG/HSPA6/KIR2DS5/B2M/HLA-DPB1 26 KEGG hsa04620 Toll-like receptor signaling pathway 32/1364 104/8135 0.0002821 0.001951 0.001262 CCL5/CXCL9/CXCL10/NFKBIA/TRAF3/IFNAR2/MYD88/MAPK3/TLR2/CD40/CHUK/MAP3K8/CD14/STAT1/LBP/LY96/IL6/IRF7/CXCL11/TOLLIP/IRAK4/CCL4/MAPK10/MAP2K1/TICAM1/CXCL8/PIK3R3/MAPK13/PIK3R2/AKT2/MAP2K6/CD86 32 KEGG hsa04510 Focal adhesion 53/1364 201/8135 0.0003329 0.002255 0.001459 FLNB/RAC2/THBS4/MAPK3/VEGFA/PARVA/PRKCB/LAMB2/BIRC3/ARHGAP35/DOCK1/LAMC3/PDGFD/ERBB2/ITGA4/GSK3B/TLN2/RAP1B/ITGAV/ITGB7/BAD/VAV2/MYL12A/PGF/COMP/ITGB5/ITGA7/CDC42/CAPN2/MAPK10/SHC1/EGFR/MAP2K1/PPP1CC/LAMB3/MET/PIK3R3/LAMA4/ITGB3/HGF/PTK2/LAMA2/MYL12B/ITGA3/CAV1/CCND2/PIK3R2/THBS1/PAK2/CCND3/MYL9/AKT2/CCND1 53 KEGG hsa04370 VEGF signaling pathway 21/1364 59/8135 0.0003592 0.002385 0.001543 PLCG2/RAC2/HSPB1/MAPK3/VEGFA/PRKCB/SH2D2A/BAD/KRAS/CDC42/PPP3CA/MAP2K1/PIK3R3/CASP9/MAPK13/PTK2/PLA2G4C/PIK3R2/NRAS/MAPKAPK2/AKT2 21 KEGG hsa05135 Yersinia infection 39/1364 137/8135 0.000391 0.002545 0.001646 LCK/RAC2/LCP2/NFKBIA/ACTR3/MYD88/MAPK3/ZAP70/WAS/CD8A/ARPC2/WIPF1/LAT/ARPC5L/CHUK/ARPC1A/DOCK1/FCGR2A/ITGA4/RPS6KA1/GSK3B/IL6/IRAK4/VAV2/CDC42/MAPK10/MAP2K1/CASP1/TICAM1/CXCL8/PIK3R3/ACTR3B/MAPK13/PTK2/PIK3R2/RHOG/ARPC3/AKT2/MAP2K6 39 KEGG hsa04014 Ras signaling pathway 59/1364 232/8135 0.000441 0.002816 0.001821 PLCG2/RAC2/GNG12/RASGRP1/EFNA5/PLA2G2D/RGL1/KIT/MAPK3/ZAP70/VEGFA/PLD1/RALA/RASGRP3/NTRK2/PRKCB/LAT/ANGPT1/GNG10/ANGPT2/CHUK/KITLG/PLCE1/PDGFD/FGF7/RAP1B/RASGRP2/BAD/ABL2/REL/KRAS/PGF/EFNA1/CDC42/MAPK10/GAB2/FGF2/SHC1/EGFR/TEK/MAP2K1/PTPN11/MET/PLA1A/PIK3R3/TIAM1/RALBP1/HGF/CSF1/RALGDS/PLA2G2F/NTF3/PLA2G4C/EPHA2/PIK3R2/NRAS/CSF1R/PAK2/AKT2 59 KEGG hsa04810 Regulation of actin cytoskeleton 56/1364 218/8135 0.0004673 0.002927 0.001893 RAC2/GNG12/IQGAP2/ITGAL/ACTR3/MAPK3/CYFIP2/ARPC2/CXCL12/CXCR4/PFN2/GSN/ARPC5L/ARHGAP35/ARPC1A/PIP4K2B/LIMK2/DOCK1/PDGFD/F2R/ITGA4/FGF7/LPAR1/ITGAV/ITGB7/ITGAX/MYH10/VAV2/KRAS/MYL12A/ITGB5/ITGA7/CDC42/FGF2/EGFR/ENAH/MAP2K1/MYH11/SLC9A1/PPP1CC/NCKAP1L/PIK3R3/ITGB2/RDX/TIAM1/ACTR3B/ITGB3/PTK2/MYL12B/ITGA3/SSH3/PIK3R2/NRAS/ARPC3/PAK2/MYL9 56 KEGG hsa05321 Inflammatory bowel disease 22/1364 65/8135 0.0005869 0.003609 0.002334 IL2RG/IL21R/HLA-DOB/SMAD3/TLR2/IL4R/NOD2/HLA-DMB/STAT1/IL6/HLA-DMA/STAT4/RORA/TGFB2/TBX21/HLA-DPA1/HLA-DRB4/IL12RB1/IL18RAP/IFNG/HLA-DPB1/STAT6 22 KEGG hsa05134 Legionellosis 20/1364 57/8135 0.0006095 0.003611 0.002336 NFKBIA/MYD88/TLR2/CR1/NAIP/CD14/CYCS/CXCL1/IL6/CXCL3/CLK4/SAR1B/CXCL2/NFKB2/CASP1/CXCL8/ITGB2/CASP9/BCL2L13/HSPA6 20 KEGG hsa05320 Autoimmune thyroid disease 19/1364 53/8135 0.0006107 0.003611 0.002336 HLA-DOB/PRF1/GZMB/CD40/HLA-DMB/HLA-A/HLA-E/HLA-F/HLA-C/HLA-DMA/CD40LG/HLA-DPA1/HLA-B/HLA-DRB4/HLA-G/FAS/HLA-DPB1/CD86/CTLA4 19 KEGG hsa04360 Axon guidance 48/1364 182/8135 0.0006206 0.003611 0.002336 SEMA4D/PLCG2/RAC2/EFNA5/SEMA4A/NEO1/WNT5B/MAPK3/UNC5C/CXCL12/SEMA3E/SEMA3G/CXCR4/SLIT3/SEMA3A/TRPC1/LIMK2/EPHA3/GSK3B/WNT5A/KRAS/MYL12A/EFNA1/CDC42/PPP3CA/SEMA5A/ENAH/RYK/PLXNB2/PTPN11/MET/PIK3R3/DPYSL2/SEMA3C/PTK2/SEMA4C/PARD3/MYL12B/TRPC4/EPHA2/SSH3/PIK3R2/NRAS/SLIT2/PAK2/MYL9/ROBO1/ABLIM1 48 KEGG hsa05225 Hepatocellular carcinoma 45/1364 168/8135 0.0006346 0.003611 0.002336 TCF7L2/PLCG2/TCF7L1/FZD4/NQO1/GSTA4/SMAD3/WNT5B/MAPK3/GSTT1/SMARCA2/PRKCB/FZD2/FRAT2/FZD7/FZD6/PHF10/GSK3B/LRP5/BAD/TXNRD2/LEF1/KEAP1/WNT5A/TGFB2/KRAS/SHC1/EGFR/TCF7/MAP2K1/GSTM2/WNT11/MET/GSTM1/PIK3R3/SMARCD3/HGF/WNT10B/E2F3/MGST3/ARID1A/PIK3R2/NRAS/AKT2/CCND1 45 KEGG hsa04625 C-type lectin receptor signaling pathway 31/1364 104/8135 0.0006418 0.003611 0.002336 PLCG2/SYK/NFKBIA/IRF1/MAPK3/LSP1/EGR3/RELB/CHUK/STAT1/CBLB/CLEC7A/BCL10/IL6/CD209/MALT1/IRF9/KRAS/MAPK10/PPP3CA/NFKB2/CASP1/PTPN11/ITPR1/PIK3R3/EGR2/MAPK13/PIK3R2/NRAS/MAPKAPK2/AKT2 31 KEGG hsa04917 Prolactin signaling pathway 23/1364 70/8135 0.0007147 0.003954 0.002558 IRF1/MAPK3/SOCS2/STAT1/GSK3B/SOCS1/TNFRSF11A/JAK2/SOCS6/KRAS/MAPK10/SHC1/MAP2K1/GALT/PIK3R3/MAPK13/CCND2/PIK3R2/NRAS/ELF5/CISH/AKT2/CCND1 23 KEGG hsa05202 Transcriptional misregulation in cancer 50/1364 193/8135 0.0007502 0.004083 0.002641 GZMB/HOXA10/PPARG/CEBPA/IL2RB/FOXO1/MLF1/SIX1/NUPR1/PBX1/ZBTB16/BCL2A1/TRAF1/HOXA11/TSPAN7/CDKN2C/BIRC3/CD40/FLI1/FUT8/CD14/CDK14/LMO2/IL6/ITGB7/BCL11B/PML/PBX3/REL/RUNX1T1/RXRA/HDAC1/BMP2K/MET/BAIAP3/CXCL8/PTK2/MITF/CCNA2/MLLT3/MEIS1/CCND2/IL1R2/DUSP6/CSF1R/FCGR1A/CEBPB/PAX5/CD86/SSX2B 50 KEGG hsa04630 JAK-STAT signaling pathway 43/1364 162/8135 0.001013 0.00534 0.003454 CSF2RB/IL2RG/IL11RA/IL7R/IL27RA/IL15RA/IL21R/GHR/IFNAR2/IL2RB/PTPN2/IL4R/IL15/SOCS2/IL7/STAT1/IL6R/SOCS1/IL6/PIM1/STAT4/IL2RA/JAK2/SOCS6/PTPN6/IL3RA/IRF9/FHL1/IL10RA/EGFR/IL10RB/PTPN11/PIK3R3/IL12RB1/IFNG/CCND2/PIK3R2/LIFR/CISH/CCND3/AKT2/CCND1/STAT6 43 KEGG hsa05161 Hepatitis B 43/1364 162/8135 0.001013 0.00534 0.003454 NFKBIA/TRAF3/MYD88/SMAD3/MAPK3/TLR2/PRKCB/EGR3/CHUK/CCNE1/CYCS/STAT1/IL6/IRF7/BAD/STAT4/DDB1/JAK2/IRAK4/TGFB2/KRAS/MAPK10/MAP2K1/TICAM1/IFIH1/CXCL8/PIK3R3/EGR2/CASP9/CASP10/MAPK13/E2F3/CREB3L2/CREB3/CCNA2/FAS/DDX58/PIK3R2/YWHAQ/NRAS/AKT2/MAP2K6/STAT6 43 KEGG hsa05212 Pancreatic cancer 24/1364 76/8135 0.001046 0.005424 0.003508 RAC2/SMAD3/MAPK3/VEGFA/PLD1/RALA/CHUK/STAT1/ERBB2/BAD/TGFB2/KRAS/CDC42/MAPK10/EGFR/MAP2K1/PIK3R3/CASP9/RALBP1/RALGDS/E2F3/PIK3R2/AKT2/CCND1 24 KEGG hsa04664 Fc epsilon RI signaling pathway 22/1364 68/8135 0.001167 0.005961 0.003856 PLCG2/RAC2/SYK/LCP2/MAPK3/MS4A2/LAT/LYN/ALOX5/VAV2/KRAS/MAPK10/GAB2/MAP2K1/INPP5D/PIK3R3/MAPK13/PLA2G4C/PIK3R2/NRAS/AKT2/MAP2K6 22 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 24/1364 77/8135 0.001282 0.00645 0.004172 TCF7L2/SGCA/TCF7L1/DAG1/SGCB/ITGA4/ITGAV/ITGB7/LEF1/CDH2/DSC2/ATP2A3/ITGB5/ITGA7/TCF7/LMNA/ITGB3/CACNA1D/LAMA2/ITGA3/CACNG3/SGCD/CACNB2/CACNA1F 24 KEGG hsa05131 Shigellosis 60/1364 247/8135 0.001363 0.006752 0.004367 PLCG2/PLCB1/CCL5/NFKBIA/FNBP1/ACTR3/MYD88/MAPK3/FOXO1/ARPC2/FNBP1L/PFN2/PRKCQ/ARPC5L/HCLS1/NAIP/CHUK/ARPC1A/CD14/RRAGA/DOCK1/CYCS/PLCE1/WIPI1/GSK3B/BCL10/TLN2/PLCD1/RRAGB/MALT1/TNIP1/MYL12A/CDC42/CAPN2/MAPK10/EGFR/CYTH1/CASP1/UBE2D1/ITPR1/CXCL8/PIK3R3/RIPK2/SKP1/ACTR3B/MAPK13/PTK2/PRKCE/MYL12B/CYTH3/PIK3R2/CD44/ARPC3/CAPNS1/RPS27A/SQSTM1/CAST/MYL9/AKT2/ARHGEF2 60 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 29/1364 100/8135 0.001523 0.007436 0.00481 PLCG2/PLCB1/AGTR1/SMAD3/MAPK3/FOXO1/VEGFA/PRKCB/ICAM1/PLCE1/STAT1/SELE/IL6/PLCD1/EDN1/PIM1/JAK2/TGFB2/KRAS/CDC42/MAPK10/CXCL8/PIK3R3/MAPK13/PRKCE/PIK3R2/NRAS/AKT2/CCND1 29 KEGG hsa04722 Neurotrophin signaling pathway 33/1364 119/8135 0.001724 0.008295 0.005365 PLCG2/NFKBIA/MAPK3/SH2B2/MAGED1/NTRK2/ARHGDIB/MAP3K5/NFKBIE/RPS6KA1/KIDINS220/GSK3B/RAP1B/BAD/SORT1/IRAK4/KRAS/IRAK3/CDC42/MAPK10/ZNF274/SHC1/MAP2K1/PTPN11/MAPK7/PIK3R3/RIPK2/MAPK13/NTF3/PIK3R2/NRAS/MAPKAPK2/AKT2 33 KEGG hsa04672 Intestinal immune network for IgA production 17/1364 49/8135 0.001766 0.008376 0.005418 TNFRSF17/IL15RA/HLA-DOB/CXCL12/CXCR4/IL15/CD40/HLA-DMB/ITGA4/IL6/ITGB7/HLA-DMA/CD40LG/HLA-DPA1/HLA-DRB4/HLA-DPB1/CD86 17 KEGG hsa04916 Melanogenesis 29/1364 101/8135 0.001802 0.008426 0.00545 TCF7L2/PLCB1/TCF7L1/FZD4/KIT/WNT5B/MAPK3/PRKCB/FZD2/FZD7/KITLG/FZD6/ADCY8/GSK3B/EDN1/LEF1/WNT5A/KRAS/TCF7/MAP2K1/ADCY7/WNT11/ADCY6/WNT10B/CREB3L2/CREB3/MITF/NRAS/GNAS 29 KEGG hsa04144 Endocytosis 60/1364 251/8135 0.002048 0.009445 0.006109 IL2RG/TFRC/RAB11FIP1/CCR5/ACTR3/ASAP2/IL2RB/SMAD3/PLD1/ARPC2/SNX1/ASAP3/WIPF1/CXCR4/ARPC5L/GRK5/ARRB1/ARPC1A/SH3GL1/ACAP1/HLA-A/HLA-E/HLA-F/CBLB/VPS28/EHD3/SMURF2/CAPZA1/HLA-C/PML/EHD1/IQSEC1/BIN1/VPS37C/IL2RA/SNX5/RAB22A/ACAP2/CDC42/EGFR/HLA-B/PSD4/CYTH1/AP2M1/EPN3/CHMP7/ACTR3B/KIF5C/HLA-G/PRKCI/WWP1/PARD3/HSPA6/CYTH3/CAV1/GRK6/ARPC3/DNM1/ARFGAP2/RAB8A 60 KEGG hsa05142 Chagas disease 29/1364 102/8135 0.002124 0.009658 0.006247 PLCB1/CCL5/CD3D/NFKBIA/MYD88/CD3E/MAPK3/TLR2/CD247/CHUK/PPP2CA/IL6/GNA11/CD3G/PPP2R1A/IRAK4/TGFB2/MAPK10/TICAM1/CXCL8/PIK3R3/GNAL/MAPK13/FAS/IFNG/PPP2R1B/PIK3R2/AKT2/GNAS 29 KEGG hsa04919 Thyroid hormone signaling pathway 33/1364 121/8135 0.002323 0.01042 0.006741 PLCG2/PLCB1/BMP4/MAPK3/FOXO1/DIO3/PRKCB/PLCE1/STAT1/GSK3B/PLCD1/ITGAV/BAD/THRB/ATP2A3/KRAS/DIO2/MAP2K1/RXRA/HDAC1/SLC9A1/PIK3R3/CASP9/NOTCH1/ITGB3/HIF1A/PIK3R2/NRAS/TSC2/AKT2/RHEB/NCOA1/CCND1 33 KEGG hsa04934 Cushing syndrome 40/1364 155/8135 0.002619 0.01159 0.007499 TCF7L2/PLCB1/TCF7L1/FZD4/AGTR1/WNT5B/MAPK3/PBX1/FZD2/CDKN2C/FZD7/CCNE1/FZD6/ADCY8/GSK3B/RAP1B/GNA11/LEF1/WNT5A/NR4A1/ARNT/EGFR/TCF7/MAP2K1/ADCY7/WNT11/PDE8A/ITPR1/ADCY6/RBBP5/CACNA1D/WNT10B/E2F3/CREB3L2/CREB3/KCNK3/CACNA1F/CRHR1/CCND1/GNAS 40 KEGG hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 9/1364 20/8135 0.002928 0.01279 0.008274 CHST3/UST/XYLT1/CHST15/CHST11/DSE/XYLT2/CHST12/CSGALNACT1 9 KEGG hsa04670 Leukocyte transendothelial migration 31/1364 114/8135 0.003257 0.01404 0.009083 PLCG2/RAC2/ITGAL/RHOH/NCF1/CXCL12/PRKCB/ITK/CXCR4/ICAM1/ARHGAP35/NCF4/ITGA4/JAM3/NCF2/RAP1B/PECAM1/VAV2/MYL12A/CDC42/PTPN11/PIK3R3/ITGB2/CLDN11/CDH5/MAPK13/PTK2/MYL12B/CD99/PIK3R2/MYL9 31 KEGG hsa04072 Phospholipase D signaling pathway 38/1364 148/8135 0.00363 0.01545 0.009993 PLCG2/SYK/PLCB1/AGTR1/KIT/MAPK3/PLD1/AGPAT5/RALA/MS4A2/KITLG/PDGFD/F2R/LPAR1/ADCY8/KRAS/GAB2/SHC1/EGFR/MAP2K1/CYTH1/AGPAT1/TSC1/ADCY7/PTPN11/CXCL8/PIK3R3/ADCY6/RALGDS/PLA2G4C/CYTH3/PIK3R2/NRAS/TSC2/DNM1/AKT2/RHEB/GNAS 38 KEGG hsa05215 Prostate cancer 27/1364 97/8135 0.004105 0.01725 0.01116 TCF7L2/TCF7L1/NFKBIA/MAPK3/FOXO1/CHUK/CCNE1/PDGFD/ERBB2/AR/GSK3B/BAD/LEF1/KRAS/EGFR/TCF7/MAP2K1/PIK3R3/CASP9/E2F3/CREB3L2/CREB3/PIK3R2/IL1R2/NRAS/AKT2/CCND1 27 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 23/1364 79/8135 0.004248 0.01763 0.0114 PLCG2/MAPK3/VEGFA/PRKCB/AXL/PDGFD/ERBB2/IL6R/GSK3B/IL6/BAD/JAK2/KRAS/FGF2/SHC1/EGFR/MAP2K1/MET/PIK3R3/HGF/PIK3R2/NRAS/AKT2 23 KEGG hsa05219 Bladder cancer 14/1364 41/8135 0.005159 0.02114 0.01368 HBEGF/MAPK3/VEGFA/ERBB2/KRAS/MMP1/EGFR/MAP2K1/DAPK1/CXCL8/E2F3/THBS1/NRAS/CCND1 14 KEGG hsa04910 Insulin signaling pathway 35/1364 137/8135 0.005567 0.02254 0.01458 PTPRF/MAPK3/FOXO1/SH2B2/PPP1R3C/SORBS1/LIPE/SOCS2/PCK1/ACACB/CBLB/GSK3B/SOCS1/BAD/INPP5A/KRAS/GYS1/PYGB/MAPK10/SHC1/MAP2K1/TSC1/PPP1CC/PCK2/INPPL1/SREBF1/PIK3R3/EXOC7/PRKCI/RHOQ/PIK3R2/NRAS/TSC2/AKT2/RHEB 35 KEGG hsa05210 Colorectal cancer 24/1364 86/8135 0.006361 0.02544 0.01646 TCF7L2/RAC2/TCF7L1/SMAD3/MAPK3/RALA/CYCS/GSK3B/BAD/LEF1/TGFB2/KRAS/MAPK10/EGFR/TCF7/MAP2K1/PIK3R3/CASP9/RALGDS/PIK3R2/NRAS/AKT2/CCND1/EREG 24 KEGG hsa04935 Growth hormone synthesis, secretion and action 31/1364 119/8135 0.006486 0.02564 0.01658 PLCG2/PLCB1/GHR/MAPK3/PRKCB/SOCS2/STAT1/ADCY8/GSK3B/SOCS1/GNA11/JAK2/KRAS/MAPK10/SHC1/MAP2K1/ADCY7/ITPR1/PIK3R3/ADCY6/CACNA1D/MAPK13/CREB3L2/PTK2/CREB3/PIK3R2/NRAS/CACNA1F/AKT2/MAP2K6/GNAS 31 KEGG hsa00562 Inositol phosphate metabolism 21/1364 73/8135 0.007127 0.02784 0.018 PLCG2/PLCB1/ISYNA1/PIP4K2B/PLCE1/TPI1/PLCD1/INPP5A/INPP5K/IMPA1/MTMR6/INPP5D/ITPKB/INPPL1/MTMR14/ALDH6A1/INPP4A/PI4KB/PI4KA/MTM1/PIK3C2A 21 KEGG hsa05222 Small cell lung cancer 25/1364 92/8135 0.007821 0.03019 0.01953 NFKBIA/TRAF3/CKS2/LAMB2/TRAF1/BIRC3/CHUK/CCNE1/CYCS/LAMC3/ITGAV/CKS1B/RXRA/LAMB3/PIK3R3/CASP9/LAMA4/E2F3/PTK2/TRAF4/LAMA2/ITGA3/PIK3R2/AKT2/CCND1 25 KEGG hsa05146 Amoebiasis 27/1364 102/8135 0.008504 0.03245 0.02099 PLCB1/HSPB1/TLR2/PRKCB/LAMB2/CD14/LAMC3/CXCL1/IL6/GNA11/CXCL3/TGFB2/CXCL2/LAMB3/CTSG/CXCL8/PIK3R3/ITGB2/SERPINB9/LAMA4/GNAL/PTK2/LAMA2/IFNG/PIK3R2/IL1R2/GNAS 27 KEGG hsa03320 PPAR signaling pathway 21/1364 75/8135 0.009895 0.0372 0.02406 FABP4/LPL/PPARG/PLIN1/ACSL5/ACOX2/SORBS1/ME3/ADIPOQ/GK/PCK1/SCD/MMP1/RXRA/PCK2/PLIN2/APOA2/PPARD/FABP1/ACSBG2/OLR1 21 KEGG hsa05130 Pathogenic Escherichia coli infection 46/1364 197/8135 0.01003 0.0372 0.02406 NFKBIA/ACTR3/MYD88/TUBA4A/MAPK3/MYO1F/SEC24A/CYFIP2/ARPC2/TNFSF10/WIPF1/ARPC5L/HCLS1/WASF3/NAIP/CHUK/ARPC1A/CYCS/F2R/FCGR2A/LPAR1/IL6/MYH10/IRAK4/PTPN6/CDC42/MYO1B/MAPK10/TUBB6/CYTH1/MYH11/CASP1/PTPN11/NCKAP1L/CXCL8/CLDN11/CASP9/NCL/ACTR3B/MAPK13/FAS/CYTH3/ARPC3/PAK2/ABI1/ARHGEF2 46 KEGG hsa05224 Breast cancer 36/1364 147/8135 0.01008 0.0372 0.02406 TCF7L2/TCF7L1/FZD4/KIT/WNT5B/MAPK3/FZD2/FRAT2/FZD7/FZD6/ERBB2/FGF7/GSK3B/LRP5/LEF1/HEY1/WNT5A/KRAS/FGF2/SHC1/EGFR/TCF7/MAP2K1/NFKB2/WNT11/PIK3R3/NOTCH1/HES1/WNT10B/E2F3/HEY2/PIK3R2/NRAS/AKT2/NCOA1/CCND1 36 KEGG hsa04657 IL-17 signaling pathway 25/1364 94/8135 0.01041 0.03797 0.02456 TNFAIP3/CXCL10/NFKBIA/TRAF3/MAPK3/S100A9/CCL7/CHUK/CXCL6/CCL20/CXCL1/GSK3B/IL6/CXCL3/MMP1/CXCL2/MAPK10/IL17RC/S100A8/MAPK7/CXCL8/MAPK13/TRAF4/IFNG/CEBPB 25 KEGG hsa04520 Adherens junction 20/1364 71/8135 0.01088 0.03926 0.02539 PTPRF/TCF7L2/RAC2/TCF7L1/SMAD3/MAPK3/WAS/SORBS1/NLK/PTPRM/WASF3/ERBB2/LEF1/CSNK2A2/PTPN6/CDC42/EGFR/TCF7/MET/PARD3 20 KEGG hsa01232 Nucleotide metabolism 23/1364 85/8135 0.01103 0.03939 0.02548 ADA/RRM2/ENPP1/NME3/AMPD3/HPRT1/PNP/IMPDH2/AK1/TYMS/GUK1/GMPR/ENTPD4/CTPS1/TK2/NME4/DCK/HDDC2/TK1/ASMTL/IMPDH1/UPP1/GMPR2 23 KEGG hsa04071 Sphingolipid signaling pathway 30/1364 119/8135 0.01185 0.04186 0.02708 RAC2/PLCB1/MAPK3/PLD1/MS4A2/PRKCB/S1PR1/ADORA3/MAP3K5/PPP2CA/SGPL1/PPP2R5D/CERS6/PPP2R1A/KRAS/MAPK10/GAB2/S1PR4/MAP2K1/CERS4/PIK3R3/NSMAF/ADORA1/S1PR5/MAPK13/PRKCE/PPP2R1B/PIK3R2/NRAS/AKT2 30 KEGG hsa05213 Endometrial cancer 17/1364 58/8135 0.01208 0.0422 0.0273 TCF7L2/TCF7L1/MAPK3/ERBB2/GSK3B/BAD/LEF1/KRAS/EGFR/TCF7/MAP2K1/PIK3R3/CASP9/PIK3R2/NRAS/AKT2/CCND1 17 KEGG hsa04621 NOD-like receptor signaling pathway 43/1364 184/8135 0.01232 0.04262 0.02757 GBP1/PLCB1/CCL5/TNFAIP3/NFKBIA/TRAF3/IFNAR2/CTSB/MYD88/AIM2/MAPK3/GBP2/NAMPT/GABARAPL1/TRIP6/NOD2/BIRC3/PSTPIP1/NAIP/CHUK/TRPV2/STAT1/OAS2/CXCL1/CARD8/IL6/IRF7/TANK/CXCL3/IRAK4/IRF9/CXCL2/MAPK10/CASP1/TICAM1/ITPR1/CXCL8/RIPK2/MAPK13/TXN/PANX1/TXN2/NLRX1 43 KEGG hsa05223 Non-small cell lung cancer 20/1364 72/8135 0.01275 0.04365 0.02824 PLCG2/MAPK3/PRKCB/ERBB2/BAD/KRAS/EGFR/MAP2K1/RXRA/MET/PIK3R3/CASP9/HGF/KIF5C/E2F3/PIK3R2/NRAS/AKT2/CCND1/ALK 20 KEGG hsa05143 African trypanosomiasis 12/1364 37/8135 0.01447 0.04903 0.03171 PLCB1/MYD88/PRKCB/IDO1/ICAM1/SELE/APOL1/IL6/HBB/LAMA4/FAS/IFNG 12 KEGG hsa01524 Platinum drug resistance 20/1364 73/8135 0.01488 0.04989 0.03227 GSTA4/MAPK3/GSTT1/TOP2A/BIRC3/MAP3K5/CYCS/ERBB2/ERCC1/BAD/REV3L/SLC31A1/GSTM2/GSTM1/PIK3R3/CASP9/MGST3/FAS/PIK3R2/AKT2 20 KEGG hsa05211 Renal cell carcinoma 19/1364 69/8135 0.01643 0.05436 0.03516 MAPK3/VEGFA/RAP1B/BAD/TGFB2/KRAS/ARNT/CDC42/MAP2K1/PTPN11/MET/PIK3R3/HGF/HIF1A/EGLN1/PIK3R2/NRAS/PAK2/AKT2 19 KEGG hsa04390 Hippo signaling pathway 37/1364 157/8135 0.01693 0.05436 0.03516 TCF7L2/DLG5/TCF7L1/FZD4/BMP4/SMAD3/WNT5B/FZD2/BIRC3/FZD7/FZD6/ID1/PPP2CA/GSK3B/LEF1/PPP2R1A/WNT5A/TGFB2/LLGL2/BMPR1A/TCF7/PPP1CC/WNT11/ITGB2/BMP5/MPP5/WNT10B/PRKCI/PARD3/YAP1/PPP2R1B/CCND2/YWHAQ/CRB1/TEAD4/CCND3/CCND1 37 KEGG hsa05160 Hepatitis C 37/1364 157/8135 0.01693 0.05436 0.03516 MX2/CXCL10/NFKBIA/TRAF3/IFNAR2/MAPK3/CHUK/CYCS/STAT1/OAS2/PPP2CA/GSK3B/IRF7/BAD/PPP2R1A/IRF9/KRAS/EIF3E/EGFR/MAP2K1/RXRA/TICAM1/CD81/PIK3R3/CLDN11/CASP9/E2F3/FAS/IFNG/PPP2R1B/DDX58/PIK3R2/YWHAQ/NRAS/MX1/AKT2/CCND1 37 KEGG hsa04142 Lysosome 32/1364 132/8135 0.01697 0.05436 0.03516 GNPTAB/CTSB/CTSF/DMXL2/NPC1/LAMP3/CTSH/CTSL/CTSC/CTSA/AP1B1/HYAL1/PLA2G15/FUCA1/ABCA2/CTSO/ENTPD4/SORT1/PSAP/NAGA/NAGLU/AP1G2/CTSG/ACP2/CTSS/CTSW/CD63/LAMP2/LAMP1/LITAF/LIPA/GUSB 32 KEGG hsa04730 Long-term depression 17/1364 60/8135 0.01703 0.05436 0.03516 PLCB1/MAPK3/PRKCB/GRIA2/LYN/PPP2CA/GNA11/PPP2R1A/KRAS/MAP2K1/ITPR1/PRKG1/PLA2G4C/PPP2R1B/NRAS/CRHR1/GNAS 17 KEGG hsa04912 GnRH signaling pathway 24/1364 93/8135 0.01725 0.05455 0.03528 PLCB1/HBEGF/MAPK3/PLD1/PRKCB/ADCY8/GNA11/KRAS/CDC42/MAPK10/EGFR/MAP2K1/ADCY7/MAPK7/ITPR1/ADCY6/CACNA1D/MAPK13/PLA2G4C/NRAS/CACNA1F/MAP2K6/GNAS/MAP3K4 24 KEGG hsa04530 Tight junction 39/1364 169/8135 0.02018 0.0632 0.04088 ACTR3/TUBA4A/WAS/ARPC2/ARPC5L/AMOTL2/HCLS1/ARPC1A/MAP3K5/ERBB2/PPP2CA/JAM3/PPP2R1A/ARHGEF18/MYH10/MYL12A/CDC42/MAPK10/LLGL2/RAP2C/MYH11/CLDN11/RDX/TIAM1/ACTR3B/MPP5/CACNA1D/PRKCI/PRKCE/PARD3/MYL12B/PPP2R1B/MYL6B/MPDZ/ARPC3/MYL9/CCND1/ARHGEF2/RAB8A 39 KEGG hsa05226 Gastric cancer 35/1364 149/8135 0.02075 0.06421 0.04153 TCF7L2/TCF7L1/FZD4/SMAD3/WNT5B/MAPK3/FZD2/FRAT2/FZD7/CCNE1/FZD6/ERBB2/FGF7/GSK3B/LRP5/LEF1/WNT5A/TGFB2/KRAS/FGF2/SHC1/EGFR/TCF7/MAP2K1/RXRA/WNT11/MET/PIK3R3/HGF/WNT10B/E2F3/PIK3R2/NRAS/AKT2/CCND1 35 KEGG hsa04611 Platelet activation 30/1364 124/8135 0.02089 0.06421 0.04153 PLCG2/SYK/PLCB1/RASGRP1/LCP2/MAPK3/ARHGAP35/LYN/F2R/FCGR2A/ADCY8/TLN2/RAP1B/RASGRP2/PTGS1/MYL12A/PPP1CC/ADCY7/ITPR1/PIK3R3/ADCY6/ITGB3/MAPK13/PRKCI/MYL12B/PRKG1/PLA2G4C/PIK3R2/AKT2/GNAS 30 KEGG hsa04012 ErbB signaling pathway 22/1364 85/8135 0.02127 0.06479 0.0419 PLCG2/HBEGF/MAPK3/PRKCB/BTC/ERBB2/CBLB/GSK3B/BAD/ABL2/KRAS/MAPK10/SHC1/EGFR/MAP2K1/PIK3R3/PTK2/PIK3R2/NRAS/PAK2/AKT2/EREG 22 KEGG hsa05220 Chronic myeloid leukemia 20/1364 76/8135 0.02295 0.06925 0.04479 NFKBIA/SMAD3/MAPK3/CHUK/BAD/TGFB2/KRAS/GAB2/SHC1/MAP2K1/HDAC1/BCR/PTPN11/PIK3R3/E2F3/PIK3R2/NRAS/AKT2/CCND1/MECOM 20 KEGG hsa04152 AMPK signaling pathway 29/1364 120/8135 0.02319 0.06935 0.04485 PPARG/FOXO1/LIPE/ADIPOQ/PCK1/ACACB/PPP2CA/CAB39L/PPP2R5D/EEF2/PPP2R1A/SCD/GYS1/PFKFB3/TSC1/PCK2/SREBF1/PIK3R3/CAMKK2/CREB3L2/CREB3/CCNA2/PPP2R1B/PIK3R2/TSC2/AKT2/RHEB/CCND1/RAB8A 29 KEGG hsa05150 Staphylococcus aureus infection 24/1364 96/8135 0.02503 0.07355 0.04757 FCGR2B/HLA-DOB/FPR1/ITGAL/CFD/CFH/C5AR1/FCGR3B/CFB/ICAM1/HLA-DMB/FCGR2A/CFI/HLA-DMA/FCGR2C/HLA-DPA1/C3AR1/SELPLG/HLA-DRB4/ITGB2/KRT32/FPR2/FCGR1A/HLA-DPB1 24 KEGG hsa05414 Dilated cardiomyopathy 24/1364 96/8135 0.02503 0.07355 0.04757 SGCA/DAG1/SGCB/ITGA4/ADCY8/ITGAV/ITGB7/TNNI3/ATP2A3/TGFB2/ITGB5/ITGA7/LMNA/ADCY7/ADCY6/ITGB3/CACNA1D/LAMA2/ITGA3/CACNG3/SGCD/CACNB2/CACNA1F/GNAS 24 KEGG hsa04140 Autophagy - animal 33/1364 141/8135 0.02545 0.07412 0.04794 CTSB/MAPK3/CTSL/GABARAPL1/PRKCQ/DDIT4/RRAGA/PPP2CA/WIPI1/RRAGB/BAD/TANK/KRAS/MAPK10/MAP2K1/DAPK1/TSC1/ITPR1/PIK3R3/CAMKK2/MTMR14/HIF1A/LAMP2/LAMP1/PIK3R2/NRAS/SQSTM1/TSC2/RAB33B/AKT2/RHEB/ULK2/RAB8A 33 KEGG hsa04068 FoxO signaling pathway 31/1364 131/8135 0.02569 0.07416 0.04796 IL7R/SMAD3/MAPK3/FOXO1/TNFSF10/GABARAPL1/NLK/S1PR1/CHUK/PCK1/IL6/CAT/PLK2/TGFB2/KRAS/CCNB2/MAPK10/S1PR4/EGFR/MAP2K1/PCK2/PIK3R3/MAPK13/CCND2/PIK3R2/NRAS/CCNG2/SGK2/CCNB1/AKT2/CCND1 31 KEGG hsa04310 Wnt signaling pathway 38/1364 167/8135 0.02665 0.07629 0.04934 TCF7L2/SFRP1/RAC2/PLCB1/TCF7L1/FZD4/SMAD3/WNT5B/PRKCB/NLK/FZD2/FRAT2/FZD7/FZD6/GSK3B/TBL1XR1/LRP5/LEF1/CSNK2A2/CBY1/WNT5A/MAPK10/PPP3CA/TCF7/GPC4/WIF1/RYK/WNT11/SKP1/SENP2/DAAM2/PPARD/WNT10B/VANGL1/CCND2/TLE3/CCND3/CCND1 38 KEGG hsa04146 Peroxisome 21/1364 82/8135 0.02691 0.07637 0.0494 ACSL5/ACOX2/PEX5/EPHX2/PMVK/IDH2/CAT/PHYH/DDO/ECH1/GSTK1/PEX6/PEX19/SOD1/FAR2/HMGCL/PAOX/PXMP2/PEX11A/PEX10/PEX7 21 KEGG hsa04115 p53 signaling pathway 19/1364 73/8135 0.02922 0.0822 0.05317 RRM2/CCNE1/CYCS/CCNB2/CCNG1/ATR/CD82/CASP9/CHEK2/CDK1/FAS/CCND2/THBS1/CCNG2/TSC2/CCND3/STEAP3/CCNB1/CCND1 19 KEGG hsa04540 Gap junction 22/1364 88/8135 0.03098 0.08588 0.05555 PLCB1/TUBA4A/MAPK3/PRKCB/PDGFD/LPAR1/ADCY8/GNA11/KRAS/HTR2A/EGFR/MAP2K1/TUBB6/ADCY7/MAPK7/ITPR1/ADCY6/HTR2B/CDK1/PRKG1/NRAS/GNAS 22 KEGG hsa04929 GnRH secretion 17/1364 64/8135 0.03148 0.08588 0.05555 PLCB1/MAPK3/PRKCB/TRPC1/ARRB1/GNA11/KRAS/GPER1/MAP2K1/ITPR1/PIK3R3/CACNA1D/TRPC4/PIK3R2/NRAS/CACNA1F/AKT2 17 KEGG hsa01522 Endocrine resistance 24/1364 98/8135 0.03156 0.08588 0.05555 HBEGF/MAPK3/CDKN2C/ERBB2/ADCY8/BAD/KRAS/GPER1/MAPK10/SHC1/EGFR/MAP2K1/ADCY7/PIK3R3/ADCY6/NOTCH1/MAPK13/E2F3/PTK2/PIK3R2/NRAS/AKT2/CCND1/GNAS 24 KEGG hsa05231 Choline metabolism in cancer 24/1364 98/8135 0.03156 0.08588 0.05555 RAC2/MAPK3/WAS/PLD1/PRKCB/LYPLA1/WASF3/PDGFD/CHPT1/CHKA/KRAS/MAPK10/EGFR/MAP2K1/TSC1/PIK3R3/HIF1A/RALGDS/PLA2G4C/PIK3R2/NRAS/TSC2/AKT2/RHEB 24 KEGG hsa05216 Thyroid cancer 11/1364 37/8135 0.03565 0.09622 0.06224 TCF7L2/TCF7L1/PPARG/MAPK3/LEF1/KRAS/TCF7/MAP2K1/RXRA/NRAS/CCND1 11 KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 48/1364 223/8135 0.03608 0.0966 0.06248 NFKBIA/NQO1/GSTA4/NCF1/MAPK3/VEGFA/GSTT1/PLD1/CHUK/EPHX2/MAP3K5/COX7A1/EPHX1/NCF2/PRKD2/CAT/BAD/ABL2/KEAP1/AKR1C1/KRAS/ARNT/MAPK10/NDUFV1/EGFR/MAP2K1/GSTM2/SLC25A6/SOD1/PTPN11/MET/GSTM1/PIK3R3/COX5A/COX6C/NDUFS4/NDUFA10/NDUFA13/HGF/HIF1A/MAPK13/NDUFB7/PTK2/MGST3/PIK3R2/NRAS/AKT2/NDUFS7 48 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 18/1364 70/8135 0.03715 0.09867 0.06382 PLCG2/CCL5/HBEGF/NFKBIA/CHUK/LYN/JAM3/CXCL1/CXCL3/CSK/CXCL2/CDC42/MAPK10/EGFR/PTPN11/MET/CXCL8/MAPK13 18 KEGG hsa04610 Complement and coagulation cascades 21/1364 85/8135 0.03884 0.1014 0.06561 SERPINA1/PROS1/F13A1/C7/CLU/CFD/CFH/C6/C5AR1/CR1/CFB/F2R/CFI/ITGAX/TFPI/SERPINA5/F8/CFHR2/C3AR1/ITGB2/C4BPB 21 KEGG hsa04923 Regulation of lipolysis in adipocytes 15/1364 56/8135 0.03896 0.1014 0.06561 FABP4/NPY1R/PLIN1/LIPE/ADCY8/PTGS1/PNPLA2/ADCY7/PIK3R3/ADCY6/ADORA1/PRKG1/PIK3R2/AKT2/GNAS 15 KEGG hsa05410 Hypertrophic cardiomyopathy 22/1364 90/8135 0.03911 0.1014 0.06561 SGCA/DAG1/SGCB/ITGA4/IL6/ITGAV/ITGB7/EDN1/TNNI3/ATP2A3/TGFB2/ITGB5/ITGA7/LMNA/ITGB3/CACNA1D/LAMA2/ITGA3/CACNG3/SGCD/CACNB2/CACNA1F 22 KEGG hsa00230 Purine metabolism 29/1364 128/8135 0.05057 0.1301 0.08417 PDE1A/ADA/RRM2/ENPP1/NME3/AMPD3/NPR2/HPRT1/PNP/IMPDH2/AK1/ADCY8/GUK1/PAPSS2/GMPR/ENTPD4/NME4/PDE1B/DCK/HDDC2/PAPSS1/ENPP4/ADCY7/PDE8A/ADCY6/PDE5A/IMPDH1/GART/GMPR2 29 KEGG hsa04066 HIF-1 signaling pathway 25/1364 109/8135 0.0582 0.1486 0.09614 TFRC/PLCG2/MAPK3/VEGFA/PRKCB/ANGPT1/ANGPT2/ERBB2/IL6R/IL6/EDN1/TF/PFKFB3/ARNT/EGFR/TEK/MAP2K1/PIK3R3/ALDOC/HIF1A/PDK1/IFNG/EGLN1/PIK3R2/AKT2 25 KEGG hsa04920 Adipocytokine signaling pathway 17/1364 69/8135 0.06028 0.1528 0.09881 TNFRSF1B/NFKBIA/ACSL5/ADIPOQ/PRKCQ/CHUK/PCK1/ACACB/NFKBIE/JAK2/MAPK10/RXRA/PCK2/PTPN11/CAMKK2/ACSBG2/AKT2 17 KEGG hsa00410 beta-Alanine metabolism 9/1364 31/8135 0.06271 0.1565 0.1012 ALDH3A2/ALDH7A1/HIBCH/ECHS1/ALDH6A1/ALDH3B1/CNDP2/DPYS/AOC3 9 KEGG hsa05310 Asthma 9/1364 31/8135 0.06271 0.1565 0.1012 HLA-DOB/MS4A2/CD40/HLA-DMB/HLA-DMA/CD40LG/HLA-DPA1/HLA-DRB4/HLA-DPB1 9 KEGG hsa04979 Cholesterol metabolism 13/1364 50/8135 0.06461 0.1601 0.1035 LRP1/LPL/NPC1/APOE/LRPAP1/LIPC/SORT1/APOA2/SOAT1/APOC1/LCAT/LIPA/VAPA 13 KEGG hsa04110 Cell cycle 28/1364 126/8135 0.06647 0.1635 0.1057 PTTG1/SMAD3/MCM5/CDC7/CDKN2C/CDC20/CCNE1/SMC1A/CDKN1C/DBF4/GSK3B/TGFB2/CCNB2/MCM7/HDAC1/ATR/SKP1/BUB1B/CHEK2/CDK1/E2F3/CCNA2/CCND2/ESPL1/YWHAQ/CCND3/CCNB1/CCND1 28 KEGG hsa04927 Cortisol synthesis and secretion 16/1364 65/8135 0.06744 0.1641 0.1061 PLCB1/AGTR1/PBX1/ADCY8/GNA11/NR4A1/ADCY7/PDE8A/ITPR1/ADCY6/CACNA1D/CREB3L2/CREB3/KCNK3/CACNA1F/GNAS 16 KEGG hsa05230 Central carbon metabolism in cancer 17/1364 70/8135 0.0677 0.1641 0.1061 SLC7A5/KIT/MAPK3/ERBB2/IDH2/KRAS/SCO2/EGFR/MAP2K1/SIRT3/MET/PIK3R3/HIF1A/PDK1/PIK3R2/NRAS/AKT2 17 KEGG hsa00920 Sulfur metabolism 4/1364 10/8135 0.07092 0.1706 0.1104 SELENBP1/PAPSS2/PAPSS1/TST 4 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 31/1364 143/8135 0.07364 0.1759 0.1138 FZD4/BMP4/SMAD3/WNT5B/MAPK3/ID3/FZD2/FZD7/FZD6/ID1/PCGF2/GSK3B/JAK2/ID4/WNT5A/KRAS/FGF2/BMPR1A/TCF7/MAP2K1/WNT11/PIK3R3/HOXA1/MAPK13/WNT10B/JARID2/MEIS1/PIK3R2/NRAS/LIFR/AKT2 31 KEGG hsa04070 Phosphatidylinositol signaling system 22/1364 97/8135 0.07983 0.1893 0.1224 PLCG2/PLCB1/PRKCB/CDS2/PIP4K2B/PLCE1/PLCD1/INPP5A/IMPA1/MTMR6/INPP5D/ITPKB/INPPL1/ITPR1/PIK3R3/MTMR14/PIK3R2/INPP4A/PI4KB/PI4KA/MTM1/PIK3C2A 22 KEGG hsa00380 Tryptophan metabolism 11/1364 42/8135 0.08129 0.1914 0.1238 ALDH3A2/ALDH7A1/IDO1/ACAT1/HADH/CAT/MAOA/ECHS1/KYNU/KMO/HAAO 11 KEGG hsa00650 Butanoate metabolism 8/1364 28/8135 0.08352 0.1944 0.1257 BDH2/ACSM5/ACAT1/HADH/OXCT1/ECHS1/HMGCL/ALDH5A1 8 KEGG hsa05218 Melanoma 17/1364 72/8135 0.08433 0.1944 0.1257 MAPK3/PDGFD/FGF7/BAD/KRAS/FGF2/EGFR/MAP2K1/MET/PIK3R3/HGF/E2F3/MITF/PIK3R2/NRAS/AKT2/CCND1 17 KEGG hsa04931 Insulin resistance 24/1364 108/8135 0.08441 0.1944 0.1257 PTPRF/NFKBIA/FOXO1/PPP1R3C/PRKCB/PRKCQ/PCK1/ACACB/RPS6KA1/GSK3B/IL6/GYS1/PYGB/MAPK10/PPP1CC/PCK2/PTPN11/SREBF1/PIK3R3/CREB3L2/PRKCE/CREB3/PIK3R2/AKT2 24 KEGG hsa04213 Longevity regulating pathway - multiple species 15/1364 62/8135 0.08491 0.1944 0.1257 FOXO1/CRYAB/ADCY8/CAT/KRAS/EIF4EBP2/HDAC1/ADCY7/SOD1/PIK3R3/ADCY6/HSPA6/PIK3R2/NRAS/AKT2 15 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 22/1364 98/8135 0.08737 0.1987 0.1285 PLCG2/PLCB1/PRKCB/PRKCQ/TRPV2/PRKCH/ADCY8/PTGER4/MAPK10/HTR2A/PPP1CC/ADCY7/ITPR1/PIK3R3/ADCY6/HTR2B/MAPK13/PRKCE/PLA2G4C/PIK3R2/MAP2K6/GNAS 22 KEGG hsa04512 ECM-receptor interaction 20/1364 88/8135 0.09013 0.2036 0.1317 SDC1/SV2B/DAG1/THBS4/LAMB2/LAMC3/ITGA4/ITGAV/ITGB7/COMP/ITGB5/ITGA7/LAMB3/LAMA4/ITGB3/LAMA2/ITGA3/THBS1/CD44/DSPP 20 KEGG hsa00071 Fatty acid degradation 11/1364 43/8135 0.09345 0.2081 0.1346 ALDH3A2/ALDH7A1/ACSL5/ACADVL/ECI1/ACAT1/HADH/ECHS1/ADH5/ADH1C/ACSBG2 11 KEGG hsa00280 Valine, leucine and isoleucine degradation 12/1364 48/8135 0.09465 0.2081 0.1346 ALDH3A2/ALDH7A1/ACAT1/HIBCH/BCKDHB/HADH/OXCT1/ECHS1/MCCC1/HMGCL/BCAT1/ALDH6A1 12 KEGG hsa04623 Cytosolic DNA-sensing pathway 15/1364 63/8135 0.09498 0.2081 0.1346 CCL5/CXCL10/NFKBIA/AIM2/CHUK/POLR2E/IL6/IRF7/CCL4/POLR1D/CASP1/POLR2L/DDX58/POLR2F/POLR3F 15 KEGG hsa00240 Pyrimidine metabolism 14/1364 58/8135 0.09529 0.2081 0.1346 RRM2/ENPP1/NME3/TYMS/ENTPD4/CTPS1/TK2/NME4/DCK/HDDC2/TK1/DPYS/ASMTL/UPP1 14 KEGG hsa00480 Glutathione metabolism 14/1364 58/8135 0.09529 0.2081 0.1346 LAP3/GPX4/HPGDS/GPX3/RRM2/GSTA4/GSTT1/IDH2/LANCL1/PRDX6/GSTK1/GSTM2/GSTM1/MGST3 14 KEGG hsa04114 Oocyte meiosis 28/1364 131/8135 0.09847 0.2137 0.1382 PTTG1/MAPK3/CDC20/CCNE1/PPP2CA/SMC1A/AR/RPS6KA1/ADCY8/PPP2R5D/PPP2R1A/CCNB2/CPEB1/PPP3CA/MAP2K1/PPP1CC/ADCY7/FBXO5/ITPR1/ADCY6/SKP1/CDK1/MAPK13/SLK/PPP2R1B/ESPL1/YWHAQ/CCNB1 28 KEGG hsa04924 Renin secretion 16/1364 69/8135 0.1047 0.2257 0.146 PDE1A/PLCB1/AGTR1/CTSB/EDN1/PTGER4/KCNJ2/PDE1B/PPP3CA/ITPR1/ADCY6/ADORA1/CACNA1D/AQP1/CACNA1F/GNAS 16 KEGG hsa05203 Viral carcinogenesis 41/1364 204/8135 0.1175 0.2516 0.1627 SYK/NFKBIA/CCR5/TRAF3/MAPK3/TRAF1/GSN/EGR3/CDC20/CCNE1/LYN/HLA-A/HLA-E/HLA-F/IRF7/HLA-C/BAD/DDB1/IRF9/REL/KRAS/CDC42/HLA-B/NFKB2/HDAC1/PIK3R3/EGR2/HDAC4/CDK1/HLA-G/CREB3L2/SND1/CREB3/CCNA2/CCND2/PIK3R2/YWHAQ/NRAS/MAPKAPK2/CCND3/CCND1 41 KEGG hsa04270 Vascular smooth muscle contraction 28/1364 134/8135 0.1218 0.2593 0.1677 PLCB1/PLA2G2D/AGTR1/CALD1/MAPK3/NPR2/PRKCB/PRKCQ/PRKCH/ADCY8/EDN1/GNA11/MYH10/MAP2K1/MYH11/PPP1CC/ADCY7/ITPR1/ADCY6/CACNA1D/PRKCE/PLA2G2F/PRKG1/PLA2G4C/MYL6B/CACNA1F/MYL9/GNAS 28 KEGG hsa04150 mTOR signaling pathway 32/1364 156/8135 0.125 0.2628 0.17 FZD4/SLC7A5/WNT5B/MAPK3/PRKCB/FZD2/DDIT4/FZD7/CHUK/RRAGA/FZD6/CAB39L/RPS6KA1/GSK3B/RRAGB/LRP5/WNT5A/KRAS/MAP2K1/TSC1/WNT11/PIK3R3/WNT10B/SLC3A2/NPRL2/PIK3R2/GRB10/NRAS/TSC2/AKT2/RHEB/ULK2 32 KEGG hsa04725 Cholinergic synapse 24/1364 113/8135 0.1256 0.2628 0.17 PLCB1/GNG12/MAPK3/PRKCB/GNG10/ADCY8/GNA11/JAK2/KCNJ2/KRAS/MAP2K1/KCNQ3/ADCY7/ITPR1/PIK3R3/ADCY6/CACNA1D/CREB3L2/CREB3/PIK3R2/NRAS/CACNA1F/ACHE/AKT2 24 KEGG hsa00770 Pantothenate and CoA biosynthesis 6/1364 21/8135 0.1259 0.2628 0.17 ALDH3A2/ENPP1/BCAT1/DPYS/VNN2/VNN1 6 KEGG hsa05100 Bacterial invasion of epithelial cells 17/1364 77/8135 0.1366 0.2819 0.1823 ACTR3/ARPC2/ARPC5L/HCLS1/ARPC1A/DOCK1/CDC42/SHC1/MET/PIK3R3/ACTR3B/PTK2/CAV1/PIK3R2/RHOG/ARPC3/DNM1 17 KEGG hsa04216 Ferroptosis 10/1364 41/8135 0.1367 0.2819 0.1823 TFRC/GPX4/SLC39A8/ACSL5/CP/TF/FTL/SLC3A2/STEAP3/SLC39A14 10 KEGG hsa00450 Selenocompound metabolism 5/1364 17/8135 0.1421 0.2913 0.1884 PAPSS2/SEPHS1/TXNRD2/PAPSS1/SEPHS2 5 KEGG hsa00340 Histidine metabolism 6/1364 22/8135 0.1499 0.3052 0.1974 ALDH3A2/ALDH7A1/MAOA/HDC/ALDH3B1/CNDP2 6 KEGG hsa00620 Pyruvate metabolism 11/1364 47/8135 0.1523 0.3083 0.1994 ALDH3A2/PC/ALDH7A1/ME3/ACAT1/PCK1/ACACB/PCK2/ADH5/ADH1C/ACYP1 11 KEGG hsa04211 Longevity regulating pathway 19/1364 89/8135 0.1536 0.3092 0.2 PPARG/FOXO1/ADIPOQ/ADCY8/CAT/KRAS/TSC1/ADCY7/PIK3R3/ADCY6/CAMKK2/CREB3L2/CREB3/PIK3R2/NRAS/KL/TSC2/AKT2/RHEB 19 KEGG hsa05217 Basal cell carcinoma 14/1364 63/8135 0.1595 0.3189 0.2063 TCF7L2/TCF7L1/FZD4/BMP4/WNT5B/FZD2/FZD7/FZD6/GSK3B/LEF1/WNT5A/TCF7/WNT11/WNT10B 14 KEGG hsa00983 Drug metabolism - other enzymes 17/1364 80/8135 0.1752 0.3483 0.2253 RRM2/GSTA4/NME3/GSTT1/HPRT1/IMPDH2/TK2/NME4/GSTM2/GSTM1/TK1/DPYS/MGST3/IMPDH1/UPP1/GUSB/UGT2B4 17 KEGG hsa05133 Pertussis 16/1364 76/8135 0.1948 0.3849 0.2489 MYD88/IRF1/MAPK3/CD14/CXCL6/IRF8/LY96/IL6/IRAK4/MAPK10/CASP1/TICAM1/CXCL8/ITGB2/MAPK13/C4BPB 16 KEGG hsa03020 RNA polymerase 8/1364 34/8135 0.1991 0.3911 0.2529 POLR2E/POLR1D/POLR2L/POLR1E/POLR2I/POLR2F/POLR2D/POLR3F 8 KEGG hsa04728 Dopaminergic synapse 26/1364 132/8135 0.2117 0.4114 0.2661 PLCB1/GNG12/PRKCB/SLC18A2/GRIA2/GNG10/ARRB1/PPP2CA/GSK3B/PPP2R5D/MAOA/PPP2R1A/DRD4/MAPK10/PPP3CA/PPP1CC/ITPR1/GNAL/KIF5C/CACNA1D/MAPK13/CREB3L2/CREB3/PPP2R1B/AKT2/GNAS 26 KEGG hsa02010 ABC transporters 10/1364 45/8135 0.2119 0.4114 0.2661 TAP1/ABCC4/ABCA8/ABCG1/ABCA2/ABCA3/ABCA5/ABCC3/ABCA6/ABCC10 10 KEGG hsa00260 Glycine, serine and threonine metabolism 9/1364 40/8135 0.2174 0.4196 0.2714 ALDH7A1/MAOA/SDS/CBS/BHMT/AOC3/SARDH/ALAS1/GAMT 9 KEGG hsa04350 TGF-beta signaling pathway 19/1364 94/8135 0.2196 0.4215 0.2726 BMP4/NEO1/SMAD3/MAPK3/NBL1/ID3/ID1/PPP2CA/SMURF2/PPP2R1A/ID4/TGFB2/BMPR1A/TGIF2/BMP5/SKP1/IFNG/PPP2R1B/THBS1 19 KEGG hsa04720 Long-term potentiation 14/1364 67/8135 0.2235 0.4265 0.2759 PLCB1/MAPK3/PPP1R1A/PRKCB/GRIA2/RPS6KA1/ADCY8/RAP1B/KRAS/PPP3CA/MAP2K1/PPP1CC/ITPR1/NRAS 14 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 16/1364 78/8135 0.2258 0.4273 0.2763 HPGDS/AKR7A2/GSTA4/GSTT1/AKR7A3/EPHX1/AKR1C1/GSTK1/GSTM2/GSTM1/ALDH3B1/ADH5/ADH1C/MGST3/CBR3/UGT2B4 16 KEGG hsa00020 Citrate cycle (TCA cycle) 7/1364 30/8135 0.2278 0.4273 0.2763 PC/PCK1/IDH2/IDH3A/PCK2/OGDHL/IDH3B 7 KEGG hsa01523 Antifolate resistance 7/1364 30/8135 0.2278 0.4273 0.2763 ABCC4/GGH/CHUK/TYMS/IL6/ABCC3/GART 7 KEGG hsa04926 Relaxin signaling pathway 25/1364 129/8135 0.2434 0.4539 0.2936 PLCB1/GNG12/NFKBIA/MAPK3/VEGFA/GNG10/ARRB1/ADCY8/EDN1/KRAS/MMP1/MAPK10/SHC1/EGFR/MAP2K1/ADCY7/PIK3R3/ADCY6/MAPK13/CREB3L2/CREB3/PIK3R2/NRAS/AKT2/GNAS 25 KEGG hsa00350 Tyrosine metabolism 8/1364 36/8135 0.2474 0.4589 0.2968 FAH/HPD/MAOA/PNMT/ALDH3B1/ADH5/ADH1C/AOC3 8 KEGG hsa00790 Folate biosynthesis 6/1364 26/8135 0.2622 0.4813 0.3113 GCH1/ALPL/GGH/AKR1B10/PCBD1/AKR1B1 6 KEGG hsa01240 Biosynthesis of cofactors 29/1364 153/8135 0.2624 0.4813 0.3113 GCH1/ALDH3A2/MTHFD2/NQO1/ALPL/NME3/GGH/PPOX/IDO1/HPD/AK1/RFK/CTPS1/NME4/VKORC1/UROD/RGN/ALAD/KYNU/PMM1/DHRS3/MAT2A/BCAT1/KMO/UGP2/GUSB/ALAS1/UGT2B4/HAAO 29 KEGG hsa00360 Phenylalanine metabolism 4/1364 16/8135 0.2746 0.5 0.3234 HPD/MAOA/ALDH3B1/AOC3 4 KEGG hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 3/1364 11/8135 0.2764 0.5 0.3234 NQO1/HPD/VKORC1 3 KEGG hsa04622 RIG-I-like receptor signaling pathway 14/1364 70/8135 0.2776 0.5 0.3234 CXCL10/NFKBIA/TRAF3/CHUK/IRF7/TANK/MAPK10/IFIH1/CXCL8/PIN1/CASP10/MAPK13/DDX58/NLRX1 14 KEGG hsa00564 Glycerophospholipid metabolism 19/1364 98/8135 0.2801 0.5 0.3234 PLA2G2D/PLD1/AGPAT5/LYPLA1/CDS2/PTDSS1/PLA2G15/CHPT1/PEMT/CHKA/GPD1/AGPAT1/PLA1A/LCAT/PLA2G2F/PNPLA6/PLA2G4C/MBOAT2/ACHE 19 KEGG hsa04925 Aldosterone synthesis and secretion 19/1364 98/8135 0.2801 0.5 0.3234 PLCB1/AGTR1/PRKCB/LIPE/ADCY8/PRKD2/GNA11/ATP2B1/NR4A1/ADCY7/ITPR1/ADCY6/CACNA1D/CREB3L2/PRKCE/CREB3/KCNK3/CACNA1F/GNAS 19 KEGG hsa05207 Chemical carcinogenesis - receptor activation 39/1364 212/8135 0.2865 0.5074 0.3282 GSTA4/MAPK3/VEGFA/GSTT1/PRKCB/ARRB1/EPHX2/EPHX1/AR/RPS6KA1/KPNA3/FGF7/ADCY8/BAD/JAK2/KRAS/ARNT/FGF2/KPNA2/EGFR/MAP2K1/GSTM2/RXRA/ADCY7/GSTM1/PIK3R3/ADCY6/CACNA1D/CREB3L2/CREB3/MGST3/PIK3R2/NRAS/CACNA1F/CCND3/AKT2/CCND1/GNAS/UGT2B4 39 KEGG hsa04932 Non-alcoholic fatty liver disease 29/1364 155/8135 0.2873 0.5074 0.3282 XBP1/PPARG/CEBPA/ADIPOQ/MAP3K5/COX7A1/CYCS/IL6R/GSK3B/IL6/CDC42/MAPK10/NDUFV1/RXRA/SREBF1/CXCL8/PIK3R3/COX5A/MAP3K11/COX6C/NDUFS4/NDUFA10/NDUFA13/MAPK13/NDUFB7/FAS/PIK3R2/AKT2/NDUFS7 29 KEGG hsa00982 Drug metabolism - cytochrome P450 14/1364 72/8135 0.3158 0.5518 0.3569 HPGDS/GSTA4/GSTT1/MAOA/GSTK1/GSTM2/GSTM1/ALDH3B1/ADH5/FMO2/ADH1C/MGST3/FMO1/UGT2B4 14 KEGG hsa04137 Mitophagy - animal 14/1364 72/8135 0.3158 0.5518 0.3569 FIS1/GABARAPL1/CSNK2A2/KRAS/PINK1/MAPK10/NBR1/OPTN/HIF1A/BCL2L13/MITF/NRAS/RPS27A/SQSTM1 14 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 20/1364 106/8135 0.3177 0.5522 0.3572 PLCB1/HBEGF/MAPK3/PLD1/PRKCB/PTH1R/ARRB1/ADCY8/LRP5/GNA11/EGFR/MAP2K1/RXRA/ADCY7/ITPR1/ADCY6/CREB3L2/CREB3/KL/GNAS 20 KEGG hsa00510 N-Glycan biosynthesis 10/1364 50/8135 0.3236 0.5596 0.3619 DPM3/FUT8/DPAGT1/B4GALT3/MGAT4C/MAN1B1/MAN2A1/ST6GAL1/MAN1C1/ALG6 10 KEGG hsa03060 Protein export 5/1364 23/8135 0.3398 0.5796 0.3749 SPCS3/SRP19/SEC63/SEC11A/SPCS1 5 KEGG hsa03430 Mismatch repair 5/1364 23/8135 0.3398 0.5796 0.3749 RPA1/RFC4/MLH3/POLD4/POLD2 5 KEGG hsa00040 Pentose and glucuronate interconversions 7/1364 34/8135 0.3405 0.5796 0.3749 CRYL1/AKR1B10/AKR1B1/UGP2/GUSB/KL/UGT2B4 7 KEGG hsa04914 Progesterone-mediated oocyte maturation 19/1364 102/8135 0.3456 0.5796 0.3749 STK10/MAPK3/RPS6KA1/ADCY8/KRAS/CCNB2/CPEB1/MAPK10/MAP2K1/ADCY7/PIK3R3/ADCY6/KIF22/CDK1/MAPK13/CCNA2/PIK3R2/CCNB1/AKT2 19 KEGG hsa04972 Pancreatic secretion 19/1364 102/8135 0.3456 0.5796 0.3749 CD38/PLCB1/PLA2G2D/PRKCB/TRPC1/ADCY8/RAP1B/CPA3/ATP2B1/ATP2A3/SLC4A2/SLC9A1/ADCY7/ITPR1/ADCY6/PLA2G2F/CPB1/GNAS/RAB8A 19 KEGG hsa00270 Cysteine and methionine metabolism 10/1364 51/8135 0.3474 0.5796 0.3749 BHMT2/DNMT1/AMD1/CDO1/SDS/MAT2A/TST/CBS/BCAT1/BHMT 10 KEGG hsa00330 Arginine and proline metabolism 10/1364 51/8135 0.3474 0.5796 0.3749 LAP3/ALDH3A2/ALDH7A1/CKB/MAOA/AMD1/CNDP2/ALDH4A1/GAMT/ALDH18A1 10 KEGG hsa04921 Oxytocin signaling pathway 28/1364 154/8135 0.3499 0.5809 0.3757 CD38/PLCB1/MAPK3/NPR2/PRKCB/ADCY8/EEF2/KCNJ2/KRAS/PPP3CA/EGFR/MAP2K1/PPP1CC/ADCY7/MAPK7/ITPR1/ADCY6/CAMKK2/CACNA1D/PLA2G4C/CACNG3/CACNB2/MYL6B/NRAS/CACNA1F/MYL9/CCND1/GNAS 28 KEGG hsa05032 Morphine addiction 17/1364 91/8135 0.3531 0.5832 0.3772 PDE1A/GNG12/PRKCB/GNG10/GRK5/ARRB1/ADCY8/GABRB1/GABRA4/PDE1B/ADCY7/PDE8A/ADCY6/ADORA1/GRK6/GABRR1/GNAS 17 KEGG hsa04392 Hippo signaling pathway - multiple species 6/1364 29/8135 0.357 0.5867 0.3795 RASSF4/RASSF2/DCHS1/FAT4/YAP1/TEAD4 6 KEGG hsa04930 Type II diabetes mellitus 9/1364 46/8135 0.363 0.5937 0.384 MAPK3/ADIPOQ/SOCS2/SOCS1/MAPK10/PIK3R3/CACNA1D/PRKCE/PIK3R2 9 KEGG hsa04613 Neutrophil extracellular trap formation 34/1364 190/8135 0.3665 0.5964 0.3858 PLCG2/RAC2/SYK/PLCB1/FPR1/ITGAL/NCF1/MAPK3/TLR2/C5AR1/PRKCB/CR1/FCGR3B/NCF4/FCGR2A/CLEC7A/NCF2/AQP9/MAP2K1/HDAC1/CASP1/SLC25A6/CLCN4/SELPLG/CTSG/PIK3R3/ITGB2/ITGB3/HDAC4/MAPK13/PIK3R2/FPR2/FCGR1A/AKT2 34 KEGG hsa04726 Serotonergic synapse 21/1364 115/8135 0.3705 0.6 0.3881 PLCB1/GNG12/MAPK3/PRKCB/SLC18A2/TRPC1/GNG10/GABRB1/ALOX5/MAOA/PTGS1/KRAS/HTR2A/MAP2K1/ITPR1/HTR2B/CACNA1D/PLA2G4C/NRAS/CACNA1F/GNAS 21 KEGG hsa00514 Other types of O-glycan biosynthesis 9/1364 47/8135 0.3887 0.6214 0.4019 GALNT10/GALNT6/GALNT11/B4GALT3/EOGT/LFNG/POFUT2/ST6GAL1/POFUT1 9 KEGG hsa03420 Nucleotide excision repair 9/1364 47/8135 0.3887 0.6214 0.4019 RPA1/ERCC1/DDB1/RFC4/ERCC2/CETN2/POLD4/POLD2/CUL4B 9 KEGG hsa00053 Ascorbate and aldarate metabolism 6/1364 30/8135 0.3893 0.6214 0.4019 ALDH3A2/ALDH7A1/RGN/GUSB/KL/UGT2B4 6 KEGG hsa00531 Glycosaminoglycan degradation 4/1364 19/8135 0.3977 0.6287 0.4066 HYAL1/NAGLU/HPSE/GUSB 4 KEGG hsa01210 2-Oxocarboxylic acid metabolism 4/1364 19/8135 0.3977 0.6287 0.4066 IDH2/IDH3A/BCAT1/IDH3B 4 KEGG hsa03030 DNA replication 7/1364 36/8135 0.3996 0.6287 0.4066 MCM5/RPA1/RFC4/MCM7/FEN1/POLD4/POLD2 7 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 7/1364 37/8135 0.4291 0.671 0.434 MAPK3/PRKCB/NR3C2/KRAS/PIK3R3/HSD11B2/PIK3R2 7 KEGG hsa04723 Retrograde endocannabinoid signaling 26/1364 148/8135 0.4305 0.671 0.434 PLCB1/GNG12/MAPK3/PRKCB/ABHD6/GRIA2/GNG10/ADCY8/GABRB1/GABRA4/MAPK10/NDUFV1/RIMS1/ADCY7/ITPR1/SLC17A6/ADCY6/NDUFS4/NDUFA10/NDUFA13/CACNA1D/MAPK13/NDUFB7/CACNA1F/GABRR1/NDUFS7 26 KEGG hsa00860 Porphyrin metabolism 8/1364 43/8135 0.4351 0.6751 0.4366 CP/PPOX/UROD/ALAD/GUSB/ALAS1/BLVRA/UGT2B4 8 KEGG hsa00565 Ether lipid metabolism 9/1364 49/8135 0.4401 0.6796 0.4395 PLA2G2D/PLD1/CHPT1/GDPD3/PLA2G7/PAFAH1B3/PAFAH1B2/PLA2G2F/PLA2G4C 9 KEGG hsa00561 Glycerolipid metabolism 11/1364 61/8135 0.4479 0.6849 0.443 ALDH3A2/LPL/ALDH7A1/AGPAT5/GK/LIPC/AKR1B10/AGPAT1/PNPLA2/AKR1B1/MBOAT2 11 KEGG hsa00590 Arachidonic acid metabolism 11/1364 61/8135 0.4479 0.6849 0.443 LTC4S/HPGDS/GPX3/PTGDS/PLA2G2D/EPHX2/ALOX5/PTGS1/PLA2G2F/PLA2G4C/CBR3 11 KEGG hsa04022 cGMP-PKG signaling pathway 29/1364 167/8135 0.4497 0.6849 0.443 PLCB1/AGTR1/MAPK3/NPR2/GTF2IRD1/ADORA3/ADCY8/KCNJ8/GNA11/BAD/ATP2B1/ATP2A3/PPP3CA/MAP2K1/SLC25A6/PPP1CC/ADCY7/ITPR1/ADCY6/ADORA1/CACNA1D/PDE5A/CREB3L2/PRKCE/CREB3/PRKG1/CACNA1F/MYL9/AKT2 29 KEGG hsa00640 Propanoate metabolism 6/1364 32/8135 0.4536 0.6876 0.4448 HIBCH/BCKDHB/ACSS3/ACACB/ECHS1/ALDH6A1 6 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 26/1364 150/8135 0.46 0.6912 0.447 PLCB1/AGTR1/MAPK3/PPP1R1A/PPP2CA/ADCY8/PPP2R5D/PPP2R1A/ATP2B1/TNNI3/ATP2A3/SLC9A1/PPP1CC/ADCY7/ADCY6/CACNA1D/MAPK13/CREB3L2/CREB3/PPP2R1B/CACNG3/CACNB2/CACNA1F/SCN1B/AKT2/GNAS 26 KEGG hsa04024 cAMP signaling pathway 38/1364 221/8135 0.4601 0.6912 0.447 RAC2/NPY1R/NFKBIA/ABCC4/FXYD1/MAPK3/SOX9/PLD1/LIPE/GRIA2/PLCE1/F2R/ADCY8/RAP1B/EDN1/BAD/ATP2B1/TNNI3/ATP2A3/VAV2/MAPK10/MAP2K1/SLC9A1/PPP1CC/ADCY7/PIK3R3/ADCY6/TIAM1/ADORA1/CACNA1D/CREB3L2/CREB3/PIK3R2/CACNA1F/CRHR1/MYL9/AKT2/GNAS 38 KEGG hsa04962 Vasopressin-regulated water reabsorption 8/1364 44/8135 0.4624 0.6915 0.4473 ARHGDIB/DYNC2LI1/DCTN2/ADCY6/CREB3L2/CREB3/DYNC1H1/GNAS 8 KEGG hsa00730 Thiamine metabolism 3/1364 15/8135 0.4721 0.7029 0.4546 ALPL/AK1/THTPA 3 KEGG hsa04020 Calcium signaling pathway 41/1364 240/8135 0.4746 0.7034 0.455 CD38/PDE1A/PLCG2/PLCB1/AGTR1/VEGFA/TPCN1/NTRK2/ASPH/PRKCB/CXCR4/P2RX5/PLCE1/PDGFD/F2R/ERBB2/FGF7/ADCY8/PLCD1/GNA11/ATP2B1/ORAI2/PDE1B/ATP2A3/FGF2/HTR2A/PPP3CA/EGFR/ITPKB/SLC25A6/ADCY7/MET/ITPR1/HTR2B/HGF/GNAL/ORAI3/CACNA1D/CACNA1F/MCOLN3/GNAS 41 KEGG hsa00051 Fructose and mannose metabolism 6/1364 33/8135 0.4852 0.7127 0.461 TPI1/AKR1B10/PFKFB3/PMM1/ALDOC/AKR1B1 6 KEGG hsa03410 Base excision repair 6/1364 33/8135 0.4852 0.7127 0.461 PARP3/PARP1/FEN1/POLD4/LIG3/POLD2 6 KEGG hsa05010 Alzheimer disease 65/1364 384/8135 0.488 0.7137 0.4616 XBP1/PLCB1/LRP1/FZD4/LPL/TUBA4A/WNT5B/MAPK3/SLC39A8/APOE/FZD2/ATF6/FRAT2/FZD7/CHUK/MAP3K5/COX7A1/CYCS/FZD6/WIPI1/GSK3B/IL6/LRP5/BACE1/BACE2/BAD/KLC1/CSNK2A2/WNT5A/ATP2A3/RTN3/KRAS/CAPN2/MAPK10/NDUFV1/PPP3CA/MAP2K1/TUBB6/SLC25A6/WNT11/ITPR1/PIK3R3/COX5A/CASP9/COX6C/NDUFS4/NDUFA10/NDUFA13/PSMC3/KIF5C/CACNA1D/APH1B/CSF1/WNT10B/NDUFB7/FAS/PSMA5/PIK3R2/NRAS/CACNA1F/SLC39A6/AKT2/SLC39A14/ULK2/NDUFS7 65 KEGG hsa03250 Viral life cycle - HIV-1 11/1364 63/8135 0.4936 0.7186 0.4648 MX2/APOBEC3G/CCR5/SAMHD1/CXCR4/PSIP1/SERINC5/PIN1/APOBEC3F/MLLT3/MX1 11 KEGG hsa05214 Glioma 13/1364 75/8135 0.4957 0.7186 0.4648 PLCG2/MAPK3/PRKCB/KRAS/SHC1/EGFR/MAP2K1/PIK3R3/E2F3/PIK3R2/NRAS/AKT2/CCND1 13 KEGG hsa04141 Protein processing in endoplasmic reticulum 29/1364 171/8135 0.5054 0.7295 0.4718 XBP1/HERPUD1/WFS1/SEC24A/ATF6/UBE2J1/UBE4B/PRKCSH/MAP3K5/NGLY1/CRYAB/MBTPS1/NSFL1C/PREB/SEC63/CANX/MAN1B1/SAR1B/HYOU1/CAPN2/MAPK10/DERL1/UBE2D1/MAN1C1/SKP1/HSPA6/MBTPS2/UGGT2/OS9 29 KEGG hsa00900 Terpenoid backbone biosynthesis 4/1364 22/8135 0.5169 0.7384 0.4776 ACAT1/PMVK/PDSS1/ZMPSTE24 4 KEGG hsa00430 Taurine and hypotaurine metabolism 3/1364 16/8135 0.5177 0.7384 0.4776 CDO1/FMO2/FMO1 3 KEGG hsa04120 Ubiquitin mediated proteolysis 24/1364 142/8135 0.5182 0.7384 0.4776 UBE2L6/UBE2I/UBE2J1/UBE4B/BIRC3/CDC20/UBA3/CBLB/SOCS1/SMURF2/UBE2E3/PML/KEAP1/UBE2C/DDB1/HERC2/TRIM32/FBXW7/UBE2D1/WWP2/SKP1/CUL4B/WWP1/RPS27A 24 KEGG hsa04330 Notch signaling pathway 10/1364 59/8135 0.5394 0.7621 0.4929 DTX4/HEY1/LFNG/MAML1/HDAC1/NOTCH1/HES1/APH1B/HEY2/TLE3 10 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 9/1364 53/8135 0.5406 0.7621 0.4929 PLCB1/PRKCB/PTH1R/ATP2B1/AP2M1/ADCY6/KL/DNM1/GNAS 9 KEGG hsa04973 Carbohydrate digestion and absorption 8/1364 47/8135 0.5421 0.7621 0.4929 PLCB1/PRKCB/LCT/PIK3R3/CACNA1D/PIK3R2/SLC5A1/AKT2 8 KEGG hsa03440 Homologous recombination 7/1364 41/8135 0.544 0.7621 0.4929 TOPBP1/RPA1/BLM/POLD4/POLD2/NBN/RBBP8 7 KEGG hsa04724 Glutamatergic synapse 19/1364 114/8135 0.551 0.7635 0.4938 PLCB1/GNG12/SLC38A1/MAPK3/PLD1/PRKCB/GRIA2/TRPC1/GNG10/ADCY8/PPP3CA/ADCY7/ITPR1/SLC17A6/ADCY6/SHANK2/CACNA1D/PLA2G4C/GNAS 19 KEGG hsa03013 Nucleocytoplasmic transport 18/1364 108/8135 0.5517 0.7635 0.4938 UBE2I/KPNA3/NUP210/NUP50/UPF3A/SAP18/UPF1/SUMO4/NMD3/KPNA2/NXF3/NUP62/IPO8/SENP2/CSE1L/XPOT/NXT1/NUP155 18 KEGG hsa04614 Renin-angiotensin system 4/1364 23/8135 0.5542 0.7635 0.4938 AGTR1/CTSA/CPA3/CTSG 4 KEGG hsa04964 Proximal tubule bicarbonate reclamation 4/1364 23/8135 0.5542 0.7635 0.4938 PCK1/GLUD2/PCK2/AQP1 4 KEGG hsa00120 Primary bile acid biosynthesis 3/1364 17/8135 0.5611 0.7666 0.4958 ACOX2/CH25H/CYP7B1 3 KEGG hsa00910 Nitrogen metabolism 3/1364 17/8135 0.5611 0.7666 0.4958 CA12/GLUD2/CA6 3 KEGG hsa03460 Fanconi anemia pathway 9/1364 54/8135 0.5647 0.7684 0.497 RPA1/RMI1/BLM/ERCC1/REV3L/FANCI/ATR/POLI/HES1 9 KEGG hsa01200 Carbon metabolism 19/1364 115/8135 0.5675 0.7691 0.4974 PC/ME3/ACAT1/HIBCH/TPI1/ADPGK/IDH2/ESD/CAT/ECHS1/GLUD2/RGN/SDS/IDH3A/ALDOC/OGDHL/ALDH6A1/IDH3B/ADH5 19 KEGG hsa00500 Starch and sucrose metabolism 6/1364 36/8135 0.5758 0.7771 0.5026 ENPP1/GYS1/PYGB/GYG1/AGL/UGP2 6 KEGG hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 4/1364 24/8135 0.5899 0.7929 0.5128 XYLT1/EXT2/EXTL2/XYLT2 4 KEGG hsa00061 Fatty acid biosynthesis 3/1364 18/8135 0.602 0.8056 0.5211 ACSL5/ACACB/ACSBG2 3 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 6/1364 37/8135 0.6042 0.8056 0.5211 DDO/GLUD2/ASS1/ALDH5A1/ALDH4A1/ASRGL1 6 KEGG hsa04340 Hedgehog signaling pathway 9/1364 56/8135 0.6113 0.8102 0.524 GAS1/CDON/ARRB1/GSK3B/SMURF2/SCUBE2/EVC/CCND2/CCND1 9 KEGG hsa00052 Galactose metabolism 5/1364 31/8135 0.6125 0.8102 0.524 AKR1B10/LCT/GALT/AKR1B1/UGP2 5 KEGG hsa01230 Biosynthesis of amino acids 12/1364 75/8135 0.619 0.8123 0.5254 PC/TPI1/IDH2/SDS/MAT2A/IDH3A/CBS/ALDOC/BCAT1/IDH3B/ASS1/ALDH18A1 12 KEGG hsa04918 Thyroid hormone synthesis 12/1364 75/8135 0.619 0.8123 0.5254 PLCB1/GPX3/PRKCB/ADCY8/CANX/ASGR1/ADCY7/ITPR1/ADCY6/CREB3L2/CREB3/GNAS 12 KEGG hsa05031 Amphetamine addiction 11/1364 69/8135 0.6232 0.8146 0.5269 PRKCB/SLC18A2/GRIA2/MAOA/PPP3CA/HDAC1/PPP1CC/CACNA1D/CREB3L2/CREB3/GNAS 11 KEGG hsa01212 Fatty acid metabolism 9/1364 57/8135 0.6336 0.8249 0.5335 ACSL5/ACADVL/ACAT1/HADH/TECR/ECHS1/SCD/ELOVL4/ACSBG2 9 KEGG hsa04915 Estrogen signaling pathway 22/1364 138/8135 0.6387 0.8275 0.5352 PLCB1/HBEGF/MAPK3/ADCY8/KRAS/GPER1/SHC1/EGFR/MAP2K1/ADCY7/ITPR1/PIK3R3/ADCY6/KRT32/CREB3L2/CREB3/HSPA6/PIK3R2/NRAS/AKT2/NCOA1/GNAS 22 KEGG hsa05020 Prion disease 44/1364 273/8135 0.6405 0.8275 0.5352 RAC2/CCL5/C7/NCF1/TUBA4A/MAPK3/C6/COX7A1/CYCS/NCF4/NCF2/GSK3B/IL6/BAD/KLC1/CSNK2A2/MAPK10/NDUFV1/PPP3CA/TUBB6/SLC25A6/SOD1/ITPR1/PIK3R3/COX5A/CASP9/COX6C/NDUFS4/NOTCH1/NDUFA10/NDUFA13/PSMC3/KIF5C/CACNA1D/MAPK13/CREB3L2/NDUFB7/CREB3/HSPA6/PSMA5/CAV1/PIK3R2/CACNA1F/NDUFS7 44 KEGG hsa04976 Bile secretion 14/1364 89/8135 0.6477 0.8335 0.5391 ABCC4/EPHX1/ADCY8/AQP9/ABCC3/SLC4A2/RXRA/SLC9A1/ADCY7/ADCY6/AQP1/SLC5A1/GNAS/UGT2B4 14 KEGG hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 4/1364 26/8135 0.656 0.8398 0.5432 GPAA1/PIGT/PIGZ/PIGQ 4 KEGG hsa00513 Various types of N-glycan biosynthesis 6/1364 39/8135 0.6577 0.8398 0.5432 FUT8/B4GALT3/MGAT4C/MAN1B1/MAN2A1/MAN1C1 6 KEGG hsa03050 Proteasome 7/1364 46/8135 0.6717 0.85 0.5498 PSMB8/PSMB9/PSME1/PSMC3/IFNG/PSMA5/PSMB10 7 KEGG hsa04217 Necroptosis 25/1364 159/8135 0.6717 0.85 0.5498 TNFAIP3/IFNAR2/TNFSF10/BIRC3/STAT1/PARP1/STAT4/GLUD2/JAK2/IRF9/USP21/PYGB/CAPN2/MAPK10/CASP1/SLC25A6/FTL/TICAM1/CHMP7/SPATA2L/PLA2G4C/FAS/IFNG/SQSTM1/STAT6 25 KEGG hsa00100 Steroid biosynthesis 3/1364 20/8135 0.6759 0.85 0.5498 LBR/SOAT1/LIPA 3 KEGG hsa00670 One carbon pool by folate 3/1364 20/8135 0.6759 0.85 0.5498 MTHFD2/TYMS/GART 3 KEGG hsa00062 Fatty acid elongation 4/1364 27/8135 0.6862 0.8597 0.556 HADH/TECR/ECHS1/ELOVL4 4 KEGG hsa05017 Spinocerebellar ataxia 22/1364 143/8135 0.7062 0.8767 0.567 XBP1/PLCB1/PRKCB/GRIA2/MAP3K5/CYCS/WIPI1/RORA/ATXN10/ATP2A3/MAPK10/SLC25A6/KAT5/ITPR1/PIK3R3/FGF14/PSMC3/PSMA5/VLDLR/PIK3R2/AKT2/ULK2 22 KEGG hsa00010 Glycolysis / Gluconeogenesis 10/1364 67/8135 0.7068 0.8767 0.567 ALDH3A2/ALDH7A1/PCK1/TPI1/ADPGK/PCK2/ALDOC/ALDH3B1/ADH5/ADH1C 10 KEGG hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 2/1364 14/8135 0.7077 0.8767 0.567 FUT8/B4GALT3 2 KEGG hsa03010 Ribosome 24/1364 158/8135 0.7356 0.9038 0.5846 RPLP0/RPL15/RPL8/RPL7/RPS18/RPS28/RPS23/RPL41/RPS9/RPS15/RPL3/RPL12/RPL24/RPLP1/RPL29/RPL30/MRPL23/RPS5/RPL34/RPL10A/RPL35A/RPS27A/MRPS18A/RPL9 24 KEGG hsa00603 Glycosphingolipid biosynthesis - globo and isoglobo series 2/1364 15/8135 0.7439 0.9038 0.5846 B3GALNT1/NAGA 2 KEGG hsa00760 Nicotinate and nicotinamide metabolism 5/1364 36/8135 0.745 0.9038 0.5846 CD38/ENPP1/NAMPT/PNP/SIRT3 5 KEGG hsa05415 Diabetic cardiomyopathy 31/1364 203/8135 0.746 0.9038 0.5846 PDK2/RAC2/PLCB1/AGTR1/NCF1/SMAD3/PRKCB/COX7A1/NCF4/PARP1/NCF2/GSK3B/TNNI3/ATP2A3/TGFB2/GYS1/MAPK10/NDUFV1/SLC25A6/PPP1CC/PIK3R3/COX5A/COX6C/NDUFS4/NDUFA10/NDUFA13/MAPK13/NDUFB7/PIK3R2/AKT2/NDUFS7 31 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 75/1364 476/8135 0.7469 0.9038 0.5846 XBP1/TNFRSF1B/PLCB1/GPX3/FZD4/UBE2L6/TUBA4A/WNT5B/MAPK3/DAXX/PRKCB/UCHL1/FZD2/ATF6/FRAT2/GRIA2/UBE2J1/FZD7/MAP3K5/COX7A1/CYCS/FZD6/WIPI1/GSK3B/SNCAIP/IL6/CAT/LRP5/BAD/KLC1/CSNK2A2/TANK/WNT5A/ATP2A3/DCTN3/KRAS/DNALI1/PINK1/CAPN2/MAPK10/NDUFV1/DCTN2/PPP3CA/MAP2K1/TUBB6/SLC25A6/DERL1/SOD1/WNT11/ITPR1/COX5A/CASP9/COX6C/OPTN/NDUFS4/NDUFA10/NDUFA13/PSMC3/KIF5C/CACNA1D/CSF1/MAPK13/WNT10B/DNAH6/NDUFB7/FAS/PSMA5/NRAS/CACNA1F/RPS27A/SQSTM1/MAP2K6/ULK2/NDUFS7/RAB8A 75 KEGG hsa04727 GABAergic synapse 13/1364 89/8135 0.75 0.9038 0.5846 GNG12/SLC38A1/PRKCB/GABARAPL1/GNG10/ADCY8/GABRB1/GABRA4/ADCY7/ADCY6/CACNA1D/CACNA1F/GABRR1 13 KEGG hsa05012 Parkinson disease 41/1364 266/8135 0.7501 0.9038 0.5846 XBP1/UBE2L6/TUBA4A/SLC39A8/DAXX/SLC18A2/UCHL1/ATF6/UBE2J1/MAP3K5/COX7A1/CYCS/SNCAIP/MAOA/KLC1/KEAP1/PINK1/MAPK10/NDUFV1/TUBB6/SLC25A6/SOD1/ITPR1/COX5A/CASP9/COX6C/NDUFS4/NDUFA10/NDUFA13/PSMC3/GNAL/KIF5C/TXN/NDUFB7/PSMA5/TXN2/SLC39A6/RPS27A/SLC39A14/GNAS/NDUFS7 41 KEGG hsa00310 Lysine degradation 9/1364 63/8135 0.7514 0.9038 0.5846 ALDH3A2/ALDH7A1/ACAT1/HADH/EZH1/EZH2/SMYD2/ECHS1/MECOM 9 KEGG hsa00515 Mannose type O-glycan biosynthesis 3/1364 23/8135 0.7669 0.9192 0.5946 FUT4/B4GALT3/CHST10 3 KEGG hsa04713 Circadian entrainment 14/1364 97/8135 0.7712 0.921 0.5957 PLCB1/GNG12/MAPK3/PRKCB/GRIA2/GNG10/ADCY8/PER3/ADCY7/ITPR1/ADCY6/CACNA1D/PRKG1/GNAS 14 KEGG hsa04710 Circadian rhythm 4/1364 31/8135 0.7879 0.9376 0.6064 RORA/PER3/CRY2/SKP1 4 KEGG hsa04970 Salivary secretion 13/1364 93/8135 0.804 0.9463 0.6121 CD38/PLCB1/PRKCB/ADCY8/ATP2B1/SLC4A2/LYZ/SLC9A1/ADCY7/ITPR1/ADCY6/PRKG1/GNAS 13 KEGG hsa04371 Apelin signaling pathway 20/1364 139/8135 0.8068 0.9463 0.6121 PLCB1/GNG12/AGTR1/PLIN1/SMAD3/MAPK3/LIPE/GNG10/ADCY8/KRAS/MAP2K1/SLC9A1/ADCY7/ITPR1/ADCY6/HDAC4/PRKCE/NRAS/AKT2/CCND1 20 KEGG hsa04136 Autophagy - other 4/1364 32/8135 0.8088 0.9463 0.6121 GABARAPL1/PPP2CA/WIPI1/ULK2 4 KEGG hsa04215 Apoptosis - multiple species 4/1364 32/8135 0.8088 0.9463 0.6121 BIRC3/CYCS/MAPK10/CASP9 4 KEGG hsa04978 Mineral absorption 8/1364 60/8135 0.8107 0.9463 0.6121 CYBRD1/ATP2B1/TF/SLC31A1/FTL/ATOX1/TRPM6/SLC5A1 8 KEGG hsa04922 Glucagon signaling pathway 15/1364 107/8135 0.8136 0.9463 0.6121 PLCB1/SIK1/FOXO1/PCK1/ACACB/SIK2/GYS1/PYGB/PPP3CA/PCK2/ITPR1/CREB3L2/CREB3/AKT2/GNAS 15 KEGG hsa00592 alpha-Linolenic acid metabolism 3/1364 25/8135 0.8152 0.9463 0.6121 PLA2G2D/PLA2G2F/PLA2G4C 3 KEGG hsa05033 Nicotine addiction 5/1364 40/8135 0.8243 0.9536 0.6168 GRIA2/GABRB1/GABRA4/SLC17A6/GABRR1 5 KEGG hsa00511 Other glycan degradation 2/1364 18/8135 0.8303 0.9571 0.6191 FUCA1/MAN2B2 2 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 9/1364 69/8135 0.84 0.9619 0.6222 HPGDS/GSTA4/GSTT1/EPHX1/GSTK1/GSTM2/GSTM1/MGST3/UGT2B4 9 KEGG hsa04971 Gastric acid secretion 10/1364 76/8135 0.8418 0.9619 0.6222 PLCB1/PRKCB/ADCY8/KCNJ2/SLC4A2/SLC9A1/ADCY7/ITPR1/ADCY6/GNAS 10 KEGG hsa03015 mRNA surveillance pathway 13/1364 97/8135 0.8491 0.9619 0.6222 PPP2CA/UPF3A/PPP2R5D/SAP18/PPP2R1A/PABPC1/UPF1/DAZAP1/NXF3/PPP1CC/PPP2R1B/PABPC3/NXT1 13 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 6/1364 49/8135 0.8528 0.9619 0.6222 CYB5R3/CYB5R1/PMM1/GALT/UGP2/CYB5R4 6 KEGG hsa05030 Cocaine addiction 6/1364 49/8135 0.8528 0.9619 0.6222 SLC18A2/GRIA2/MAOA/CREB3L2/CREB3/GNAS 6 KEGG hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 3/1364 27/8135 0.8547 0.9619 0.6222 FUT4/B3GALNT1/B4GALT3 3 KEGG hsa01040 Biosynthesis of unsaturated fatty acids 3/1364 27/8135 0.8547 0.9619 0.6222 TECR/SCD/ELOVL4 3 KEGG hsa04975 Fat digestion and absorption 5/1364 43/8135 0.8697 0.9718 0.6286 PLA2G2D/ACAT1/AGPAT1/PLA2G2F/FABP1 5 KEGG hsa04714 Thermogenesis 33/1364 232/8135 0.8745 0.9718 0.6286 PPARG/PLIN1/ACSL5/SMARCA2/LIPE/MAP3K5/COX7A1/RPS6KA1/ADCY8/NDUFAF3/KRAS/NDUFV1/PNPLA2/TSC1/ADCY7/ADCY6/COX5A/COX6C/NDUFS4/SMARCD3/NDUFA10/NDUFA13/MAPK13/CREB3L2/NDUFB7/CREB3/PRKG1/ARID1A/NRAS/TSC2/RHEB/GNAS/NDUFS7 33 KEGG hsa04911 Insulin secretion 11/1364 86/8135 0.8749 0.9718 0.6286 PLCB1/PRKCB/ADCY8/GNA11/ADCY7/ADCY6/CACNA1D/CREB3L2/CREB3/CACNA1F/GNAS 11 KEGG hsa00512 Mucin type O-glycan biosynthesis 4/1364 36/8135 0.876 0.9718 0.6286 GALNT10/GCNT1/GALNT6/GALNT11 4 KEGG hsa04913 Ovarian steroidogenesis 6/1364 51/8135 0.8781 0.9718 0.6286 ADCY8/ALOX5/ADCY7/ADCY6/PLA2G4C/GNAS 6 KEGG hsa04260 Cardiac muscle contraction 11/1364 87/8135 0.884 0.9747 0.6304 ASPH/COX7A1/TNNI3/ATP2A3/SLC9A1/COX5A/COX6C/CACNA1D/CACNG3/CACNB2/CACNA1F 11 KEGG hsa00591 Linoleic acid metabolism 3/1364 29/8135 0.8866 0.9747 0.6304 PLA2G2D/PLA2G2F/PLA2G4C 3 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 3/1364 30/8135 0.9001 0.9862 0.6379 HYI/ACAT1/CAT 3 KEGG hsa00220 Arginine biosynthesis 2/1364 22/8135 0.9045 0.9878 0.6389 GLUD2/ASS1 2 KEGG hsa03450 Non-homologous end-joining 1/1364 13/8135 0.9082 0.9886 0.6394 FEN1 1 KEGG hsa04721 Synaptic vesicle cycle 9/1364 78/8135 0.9243 1 0.6468 SLC18A2/STXBP1/RIMS1/AP2M1/SLC17A6/SLC6A7/CPLX2/UNC13B/DNM1 9 KEGG hsa04977 Vitamin digestion and absorption 2/1364 24/8135 0.929 1 0.6468 SLC19A3/SLC5A6 2 KEGG hsa05322 Systemic lupus erythematosus 17/1364 136/8135 0.9322 1 0.6468 HLA-DOB/C7/C6/TRIM21/FCGR3B/CD40/HLA-DMB/FCGR2A/HLA-DMA/CD40LG/HLA-DPA1/CTSG/HLA-DRB4/IFNG/FCGR1A/HLA-DPB1/CD86 17 KEGG hsa04130 SNARE interactions in vesicular transport 3/1364 33/8135 0.9323 1 0.6468 BNIP1/VAMP5/STX11 3 KEGG hsa05014 Amyotrophic lateral sclerosis 51/1364 364/8135 0.9373 1 0.6468 XBP1/TNFRSF1B/GPX3/TUBA4A/DAXX/ATF6/PFN2/GRIA2/MAP3K5/COX7A1/CYCS/WIPI1/NUP210/CAT/NUP50/HNRNPA1/BAD/KLC1/TANK/DCTN3/DNALI1/PINK1/NDUFV1/DCTN2/NXF3/PPP3CA/TUBB6/CASP1/NUP62/DERL1/SOD1/COX5A/CASP9/COX6C/OPTN/NDUFS4/NDUFA10/NDUFA13/PSMC3/KIF5C/MAPK13/DNAH6/NDUFB7/PSMA5/SQSTM1/NXT1/NUP155/MAP2K6/ULK2/NDUFS7/RAB8A 51 KEGG hsa05206 MicroRNAs in cancer 42/1364 310/8135 0.9509 1 0.6468 PLCG2/BCL2L2/EFNA5/ZFPM2/MAPK3/VEGFA/UBE2I/DNMT1/PRKCB/DDIT4/SPRY2/CCNE1/ERBB2/EZH2/RECK/SOCS1/PIM1/TGFB2/KRAS/EFNA1/CCNG1/SHC1/EGFR/MAP2K1/TIMP3/HDAC1/MAPK7/MET/PIK3R3/RDX/NOTCH1/ITGB3/MARCKS/HDAC4/E2F3/PRKCE/CCND2/PIK3R2/THBS1/CD44/NRAS/CCND1 42 KEGG hsa00600 Sphingolipid metabolism 5/1364 52/8135 0.9509 1 0.6468 UGCG/SGPL1/CERS6/PSAP/CERS4 5 KEGG hsa00830 Retinol metabolism 7/1364 68/8135 0.9526 1 0.6468 DHRS9/RETSAT/DHRS3/ALDH1A3/ADH5/ADH1C/UGT2B4 7 KEGG hsa05016 Huntington disease 41/1364 306/8135 0.9572 1 0.6468 PLCB1/GPX3/PPARG/TUBA4A/GRIA2/MAP3K5/COX7A1/CYCS/WIPI1/POLR2E/KLC1/DCTN3/DNALI1/MAPK10/NDUFV1/DCTN2/TUBB6/HDAC1/SLC25A6/POLR2L/SOD1/AP2M1/ITPR1/COX5A/CASP9/COX6C/NDUFS4/NDUFA10/NDUFA13/PSMC3/KIF5C/DNAH6/CREB3L2/NDUFB7/POLR2I/CREB3/PSMA5/POLR2F/POLR2D/ULK2/NDUFS7 41 KEGG hsa03022 Basal transcription factors 4/1364 45/8135 0.9574 1 0.6468 GTF2IRD1/ERCC2/GTF2F1/TAF11 4 KEGG hsa01250 Biosynthesis of nucleotide sugars 3/1364 37/8135 0.9604 1 0.6468 PMM1/GALT/UGP2 3 KEGG hsa00030 Pentose phosphate pathway 2/1364 30/8135 0.9716 1 0.6468 RGN/ALDOC 2 KEGG hsa05168 Herpes simplex virus 1 infection 67/1364 495/8135 0.9817 1 0.6468 TAP1/SYK/CCL5/HLA-DOB/CFP/NFKBIA/TRAF3/IFNAR2/MYD88/TAPBP/TLR2/DAXX/BIRC3/CHUK/HLA-DMB/CYCS/STAT1/HLA-A/OAS2/HLA-E/ZNF267/HLA-F/IL6/IRF7/HLA-C/BAD/HLA-DMA/PML/CD74/ZNF184/JAK2/ZNF606/SRSF8/IRAK4/IRF9/ZNF415/ZNF124/NXF3/HLA-DPA1/TNFRSF14/HLA-B/PILRA/TICAM1/IFIH1/TSC1/SRPK1/PPP1CC/ZNF468/ZNF282/PTPN11/HLA-DRB4/PIK3R3/CASP9/ITGB3/HLA-G/FAS/IFNG/ZNF665/DDX58/PIK3R2/SRSF6/B2M/HLA-DPB1/TSC2/AKT2/RHEB/ZNF200 67 KEGG hsa00140 Steroid hormone biosynthesis 5/1364 61/8135 0.9832 1 0.6468 AKR1C1/CYP7B1/HSD11B2/STS/UGT2B4 5 KEGG hsa03040 Spliceosome 16/1364 147/8135 0.9835 1 0.6468 PRPF8/TCERG1/PRPF6/HNRNPA1/SF3B2/SRSF8/SNRPA/PRPF31/PUF60/LSM3/PRPF40A/HSPA6/SRSF6/SMNDC1/U2AF2/BUD31 16 KEGG hsa04950 Maturity onset diabetes of the young 1/1364 26/8135 0.9916 1 0.6468 HES1 1 KEGG hsa04966 Collecting duct acid secretion 1/1364 27/8135 0.993 1 0.6468 SLC12A7 1 KEGG hsa04742 Taste transduction 7/1364 86/8135 0.9936 1 0.6468 PDE1A/PLCB1/ADCY8/GABRA4/PDE1B/ADCY6/SCN9A 7 KEGG hsa04974 Protein digestion and absorption 9/1364 103/8135 0.9938 1 0.6468 COL14A1/CPA3/SLC36A1/COL16A1/COL15A1/CPB1/SLC3A2/COL8A2/COL21A1 9 KEGG hsa05110 Vibrio cholerae infection 3/1364 50/8135 0.9938 1 0.6468 PLCG2/KDELR3/GNAS 3 KEGG hsa04744 Phototransduction 1/1364 29/8135 0.9952 1 0.6468 GUCA1A 1 KEGG hsa05034 Alcoholism 18/1364 187/8135 0.9983 1 0.6468 GNG12/MAPK3/SLC29A1/NTRK2/SLC18A2/GNG10/MAOA/KRAS/SHC1/MAP2K1/HDAC1/PPP1CC/CAMKK2/HDAC4/CREB3L2/CREB3/NRAS/GNAS 18 KEGG hsa03018 RNA degradation 5/1364 79/8135 0.9984 1 0.6468 PABPC1/CNOT7/LSM3/PARN/PABPC3 5 KEGG hsa04080 Neuroactive ligand-receptor interaction 40/1364 353/8135 0.9986 1 0.6468 GZMA/NPY1R/GHR/FPR1/AGTR1/C5AR1/PTH1R/S1PR1/PENK/ADORA3/GRIA2/MC3R/P2RX5/NMB/F2R/LPAR1/GABRB1/GABRA4/EDN1/P2RY6/THRB/PTGER4/DRD4/HTR2A/S1PR4/C3AR1/CTSG/HTR2B/ADORA1/S1PR5/CALCR/GAL/PARD3/MLNR/P2RY13/FPR2/GABRR1/VIPR1/CRHR1/NMU 40 KEGG hsa00190 Oxidative phosphorylation 10/1364 134/8135 0.9995 1 0.6468 COX7A1/CYCS/NDUFV1/COX5A/COX6C/NDUFS4/NDUFA10/NDUFA13/NDUFB7/NDUFS7 10 KEGG hsa03008 Ribosome biogenesis in eukaryotes 7/1364 109/8135 0.9996 1 0.6468 CSNK2A2/NMD3/NXF3/EIF6/NXT1/NHP2/RPP40 7 KEGG hsa04740 Olfactory transduction 9/1364 440/8135 1 1 0.6468 PDE1A/ARRB1/PDE1B/OR11A1/OR3A1/GNAL/NCALD/PRKG1/OR7C1 9