ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa05169 Epstein-Barr virus infection 97/1765 202/8135 4.58e-17 1.525e-14 9.545e-15 CDKN1A/GADD45A/HLA-DMB/HLA-DPB1/GADD45B/SYK/BLNK/HLA-DMA/TRAF3/HLA-DPA1/RUNX3/MYC/CD3D/PLCG2/HLA-DRA/CXCL10/HLA-DOB/BTK/FADD/ITGAL/JUN/OAS2/HES1/NFKBIA/ENTPD1/MYD88/OAS1/MAPK13/TAP1/CD19/IFNAR2/TAPBP/LYN/CD3E/IRF9/STAT1/HLA-DOA/CD247/CASP8/GADD45G/DDB2/SNW1/OAS3/DDX58/PIK3CD/CD3G/RELA/HLA-F/PDIA3/ISG15/CD40/TRADD/MAP2K6/B2M/HLA-G/PIK3R1/TNF/HLA-B/BCL2L11/SAP30/IKBKE/HDAC1/HLA-C/CCND1/TRAF5/RB1/BID/HLA-A/CCNE1/HLA-DQA1/CCNA2/EIF2AK2/IRAK4/PSMD11/PSMD14/PSMD12/FAS/PIK3R3/IFNA1/BCL2/IL6/RAC1/BAX/BAK1/CD58/HLA-DRB4/CDK2/CHUK/TNFAIP3/CASP3/HLA-DQB1/NFKBIE/IRF7/PSMC4/CDKN1B/IRAK1/USP7 97 KEGG hsa05416 Viral myocarditis 38/1765 60/8135 3.74e-12 4.477e-10 2.802e-10 RAC2/HLA-DMB/HLA-DPB1/HLA-DMA/HLA-DPA1/HLA-DRA/CD28/ITGB2/HLA-DOB/ITGAL/LAMA2/PRF1/HLA-DOA/CD86/CASP8/SGCA/ABL1/HLA-F/CD40/ACTB/CXADR/HLA-G/HLA-B/SGCD/HLA-C/CCND1/BID/HLA-A/CD40LG/HLA-DQA1/ABL2/CD55/EIF4G1/RAC1/HLA-DRB4/CASP3/HLA-DQB1/FYN 38 KEGG hsa04380 Osteoclast differentiation 63/1765 128/8135 4.033e-12 4.477e-10 2.802e-10 LILRB2/FCGR3B/NCF1/SYK/FOSL2/BLNK/LCP2/FOSB/LILRB3/LCK/LILRB1/PLCG2/CSF1R/JUNB/LILRB4/JUND/BTK/JUN/NFKBIA/SOCS3/MAPK13/NCF4/TYROBP/PPARG/TREM2/TNFSF11/GRB2/IFNAR2/FCGR2B/IRF9/STAT1/FOS/NCF2/CYBA/FCGR2A/TGFB2/PIK3CD/LILRA6/IL1R1/RELA/FCGR2C/SPI1/IL1B/MAP2K6/ACP5/PIK3R1/TNF/IFNGR2/SQSTM1/SIRPG/TGFBR2/CTSK/LILRB5/PIK3R3/MAPK3/RAC1/TNFRSF11B/MAPK1/CHUK/LILRA3/GAB2/CSF1/FYN 63 KEGG hsa05130 Pathogenic Escherichia coli infection 83/1765 197/8135 5.635e-11 3.824e-09 2.394e-09 PTPN6/MYO1F/NCKAP1L/ARPC1B/ARPC2/CASP1/WASF3/FADD/JUN/ARPC5/CYTH4/WIPF1/NFKBIA/PYCARD/ACTR3/MYD88/MAPK13/CYFIP2/MYH11/FOS/TNFSF10/FCGR2A/WASL/CASP8/NCL/CYTH1/MYO10/MYO5C/CYFIP1/ARPC1A/IL1R1/ABL1/RELA/TJP1/ACTR2/MYO1B/ARPC3/MYO5A/IL1B/TRADD/ACTB/CLDN5/TUBA1A/NCKAP1/SEC24A/TNF/TMBIM6/NAIP/BAIAP2/TUBA4A/LPAR1/TUBA1B/WASF1/IRAK4/CTTN/F2R/TLR5/ROCK2/PAK2/FAS/GNA12/TUBA1C/MAPK3/IL6/RAC1/BAX/TMED10/BAK1/ARPC5L/RHOA/MAPK1/HCLS1/NLRP3/CHUK/CASP3/LPAR2/PAK1/FASLG/ABCF2/IRAK1/MYO1E/CLDN7/FYN 83 KEGG hsa05140 Leishmaniasis 43/1765 77/8135 5.742e-11 3.824e-09 2.394e-09 FCGR3B/HLA-DMB/HLA-DPB1/NCF1/HLA-DMA/HLA-DPA1/PTPN6/CYBB/HLA-DRA/ITGB2/ITGAM/HLA-DOB/JUN/PRKCB/NFKBIA/MYD88/MAPK13/NCF4/PTGS2/STAT1/HLA-DOA/FOS/NCF2/CYBA/FCGR2A/ITGA4/TGFB2/JAK2/MARCKSL1/RELA/CR1/FCGR2C/IL1B/TNF/IFNGR2/HLA-DQA1/IRAK4/TGFB3/MAPK3/HLA-DRB4/MAPK1/HLA-DQB1/IRAK1 43 KEGG hsa05164 Influenza A 74/1765 171/8135 1.42e-10 7.88e-09 4.932e-09 HLA-DMB/HLA-DPB1/HLA-DMA/TRAF3/HLA-DPA1/MX2/HLA-DRA/CASP1/TLR7/CCL5/DNAJB1/CXCL10/HLA-DOB/FADD/PRKCB/OAS2/NFKBIA/PYCARD/SOCS3/MYD88/OAS1/IFNAR2/NXF1/IRF9/STAT1/HLA-DOA/TNFSF10/CASP8/NXT1/OAS3/DDX58/PIK3CD/IFIH1/JAK2/CALCOCO2/RELA/MX1/RSAD2/IL1B/TRADD/ACTB/EIF2S1/TICAM1/PIK3R1/TNF/TLR3/IKBKE/CREBBP/IFNGR2/KPNA2/BID/CIITA/RAF1/HLA-DQA1/EIF2AK2/IRAK4/ADAR/FAS/PIK3R3/IFNA1/PML/MAPK3/IL6/BAX/BAK1/HLA-DRB4/MAPK1/NLRP3/CHUK/CASP3/HLA-DQB1/FASLG/IRF7/SLC25A6 74 KEGG hsa05171 Coronavirus disease - COVID-19 91/1765 232/8135 6.485e-10 2.708e-08 1.695e-08 SYK/TRAF3/CYBB/MX2/C6/PLCG2/C7/CASP1/CFD/TLR7/AGTR1/CXCL10/C1QA/MMP1/JUN/PRKCB/OAS2/NFKBIA/EGFR/RPS28/MYD88/OAS1/MAPK13/C2/HBEGF/IFNAR2/IRF9/STAT1/FOS/FCGR2A/IL6ST/RPS23/OAS3/DDX58/PIK3CD/IFIH1/C3AR1/RELA/MX1/RPLP0/RPL23A/ISG15/RPL3/IL1B/TLR8/RPL30/RPS12/C1QB/RPL11/PIK3R1/TNF/TLR3/MMP3/IKBKE/RPL39/RPL29/RPL7/RPS17/RPL24/RPL19/EIF2AK2/IRAK4/RPS4Y1/RPL31/ADAR/RPS27A/RPS15/RPL12/NRP1/RPL14/C1R/PIK3R3/IFNA1/MAPK3/IL6/RPL41/RPL32/MAPK1/RPS5/RPL18/NLRP3/CHUK/RPL9/RPL34/RPS27/RSL24D1/IRAK1/C5/C5AR1/RPS27L/CFB 91 KEGG hsa05132 Salmonella infection 96/1765 249/8135 6.506e-10 2.708e-08 1.695e-08 RHOB/PTPRC/NCKAP1L/MYC/ARPC1B/TCF7L2/ARPC2/CASP1/WASF3/TCF7L1/LY96/CD14/FADD/JUN/ARPC5/CYTH4/NFKBIA/PYCARD/ACTR3/MYD88/MAPK13/CYFIP2/FOS/TNFSF10/RHOH/FHOD1/WASL/RHOG/LEF1/CASP8/HSP90AB1/S100A10/CYTH1/PIK3CD/CYFIP1/ACBD3/ARPC1A/DYNC1I1/RALA/RELA/DYNLT3/HSP90AA1/DYNLL1/ACTR2/ARPC3/DCTN6/PIK3CG/IL1B/TRADD/ACTB/MAP2K6/TUBA1A/NCKAP1/PFN1/ANXA2/TNF/KIF5C/NAIP/TUBA4A/DYNC1LI2/DYNC2H1/EXOC2/RAF1/TUBA1B/BIRC3/IRAK4/DYNLT1/VPS41/TLR5/TCF7/MYL9/ROCK2/SKP1/BCL2/FYCO1/TUBA1C/MAPK3/IL6/RAC1/BAX/BAK1/ARPC5L/RHOA/MAPK1/ARHGEF26/NLRP3/CHUK/CASP3/PAK1/M6PR/PFN2/PLEKHM2/AHNAK2/KPNA3/IRAK1/DCTN5 96 KEGG hsa04210 Apoptosis 60/1765 136/8135 3.246e-09 1.201e-07 7.516e-08 GADD45A/GADD45B/DDIT3/CTSB/CTSH/FADD/GZMB/JUN/NFKBIA/ATF4/PARP1/ATM/PRF1/CSF2RB/PARP4/FOS/TNFSF10/CTSS/CASP8/GADD45G/PMAIP1/PIK3CD/CTSC/BCL2A1/RELA/TRAF1/TRADD/ACTB/TUBA1A/EIF2S1/PIK3R1/TNF/ITPR3/BCL2L11/DFFB/TUBA4A/CTSW/CTSO/BID/RAF1/EIF2AK3/TUBA1B/CTSL/BIRC3/CTSK/FAS/PIK3R3/BCL2/TUBA1C/MAPK3/BAX/BAK1/MAPK1/CHUK/CASP3/CTSZ/CTSF/FASLG/PTPN13/ITPR1 60 KEGG hsa04666 Fc gamma R-mediated phagocytosis 47/1765 97/8135 4.228e-09 1.296e-07 8.114e-08 RAC2/FCGR3B/NCF1/SYK/PTPRC/MARCKS/ARPC1B/PLCG2/ARPC2/WASF3/INPP5D/PRKCB/ARPC5/VAV1/LAT/WAS/HCK/GSN/ACTR3/VASP/LYN/FCGR2B/ASAP3/FCGR2A/MYO10/PIK3CD/PLA2G4C/ARPC1A/MARCKSL1/ACTR2/ARPC3/BIN1/PIK3R1/AMPH/VAV3/RAF1/WASF1/RPS6KB1/PIK3R3/DOCK1/PRKCD/MAPK3/RAC1/ARPC5L/MAPK1/GAB2/PAK1 47 KEGG hsa04062 Chemokine signaling pathway 77/1765 192/8135 4.283e-09 1.296e-07 8.114e-08 RAC2/NCF1/CCR2/ADCY7/PLCG2/CCR1/CCR5/XCL1/CCL5/CXCL13/CXCL10/PARD3/PRKACB/DOCK2/CCL18/PRKCB/VAV1/WAS/HCK/NFKBIA/FOXO3/CXCL9/CXCL12/GRB2/LYN/STAT1/FGR/GNG5/CX3CR1/ARRB2/CCR7/ITK/PLCB1/CXCL6/PIK3CD/CCL13/CXCR3/RASGRP2/ADCY3/JAK2/CX3CL1/GNAI2/RELA/PLCB3/PIK3CG/GRK6/CXCR4/PIK3R1/GRK5/CXCL2/ARRB1/VAV3/CCL19/CXCL11/GNG12/PTK2/RAF1/RAP1B/ROCK2/GNG10/PIK3R3/CXCL3/GNB1/PRKCD/CCL7/MAPK3/RAC1/RHOA/PLCB4/MAPK1/PTK2B/CXCR6/CHUK/CCR6/PAK1/CCL20/GNG7 77 KEGG hsa04940 Type I diabetes mellitus 27/1765 43/8135 6.796e-09 1.886e-07 1.18e-07 HLA-DMB/HLA-DPB1/HLA-DMA/HLA-DPA1/HLA-DRA/CD28/HLA-DOB/GZMB/HSPD1/PRF1/HLA-DOA/CD86/HLA-F/IL1B/HLA-G/TNF/HLA-B/HLA-C/HLA-A/HLA-DQA1/ICA1/GAD1/FAS/HLA-DRB4/CPE/HLA-DQB1/FASLG 27 KEGG hsa05166 Human T-cell leukemia virus 1 infection 85/1765 222/8135 9.307e-09 2.384e-07 1.492e-07 CDKN1A/HLA-DMB/HLA-DPB1/ZFP36/HLA-DMA/HLA-DPA1/ADCY7/MYC/CD4/LCK/CD3D/HLA-DRA/PTTG1/IL2RB/ITGB2/EGR1/IL2RG/HLA-DOB/PRKACB/ITGAL/SMAD3/JUN/CDC20/NFKBIA/ATF4/ATM/ETS2/IL15/CD3E/HLA-DOA/FOS/TLN2/TGFB2/PIK3CD/CD3G/KAT5/ADCY3/PTEN/IL1R1/RELA/HLA-F/EGR2/IL15RA/CD40/SPI1/CCNB2/MSX2/TRRAP/B2M/HLA-G/PIK3R1/TNF/HLA-B/NFYB/CREBBP/RAN/HLA-C/CCND1/RB1/HLA-A/CRTC3/CCNE1/HLA-DQA1/CCNA2/ANAPC15/BUB1B/TGFBR2/MAD2L1/TGFB3/NRP1/POLB/SLC2A1/PIK3R3/SRF/MAPK3/IL6/BAX/HLA-DRB4/CDC23/CDK2/MAPK1/CHUK/HLA-DQB1/CDC16/SLC25A6 85 KEGG hsa05145 Toxoplasmosis 51/1765 112/8135 1.351e-08 3.213e-07 2.011e-07 HLA-DMB/HLA-DPB1/HLA-DMA/HLA-DPA1/HLA-DRA/CCR5/LY96/HLA-DOB/ALOX5/NFKBIA/MYD88/LAMA2/MAPK13/IL10RA/STAT1/HLA-DOA/CASP8/LAMA4/TGFB2/JAK2/LAMA3/GNAI2/RELA/CD40/PIK3CG/LDLR/IL10RB/MAP2K6/LAMC1/TNF/LAMA5/LAMC3/IFNGR2/CIITA/CD40LG/HLA-DQA1/LAMC2/BIRC3/IRAK4/TGFB3/LAMB2/BCL2/MAPK3/HLA-DRB4/MAPK1/CHUK/CASP3/HLA-DQB1/HSPA2/PPIF/IRAK1 51 KEGG hsa05152 Tuberculosis 72/1765 180/8135 1.558e-08 3.458e-07 2.164e-07 FCGR3B/HLA-DMB/HLA-DPB1/CORO1A/SYK/HLA-DMA/HLA-DPA1/CD74/CLEC7A/RFX5/CALML4/HLA-DRA/CEBPB/ITGB2/ITGAM/HLA-DOB/CD14/FADD/MYD88/MAPK13/VDR/IL10RA/HSPD1/FCGR2B/STAT1/HLA-DOA/CTSS/FCGR2A/MRC2/CASP8/TGFB2/NOD2/JAK2/RELA/LAMP2/CR1/FCER1G/FCGR2C/HSPA9/IL1B/TRADD/IL10RB/ATP6V0B/TNF/TLR1/NFYB/ITGAX/PLK3/TCIRG1/CREBBP/IFNGR2/BID/CIITA/RAF1/HLA-DQA1/IRAK4/MALT1/TGFB3/ATP6V0D1/IFNA1/BCL2/MAPK3/IL6/BAX/RHOA/HLA-DRB4/MAPK1/CASP3/HLA-DQB1/CAMP/CEBPG/IRAK1 72 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 76/1765 194/8135 1.816e-08 3.78e-07 2.366e-07 CDKN1A/ZFP36/SYK/TRAF3/MYC/CALML4/PLCG2/TCF7L2/CCR1/CCR5/MICB/TCF7L1/FADD/JUN/HCK/NFKBIA/MAPK13/PTGS2/IFNAR2/LYN/IRF9/STAT1/GNG5/FGF2/FOS/UBC/CD86/LEF1/IL6ST/CASP8/MAP1LC3B/PIK3CD/VEGFA/JAK2/RELA/HLA-F/PIK3CG/TRADD/MAP2K6/HLA-G/TICAM1/PIK3R1/ITPR3/TLR3/HLA-B/CXCL2/IKBKE/CREBBP/HLA-C/GNG12/CCND1/RB1/BID/HLA-A/RAF1/EIF2AK2/RPS27A/TCF7/GNG10/FAS/PIK3R3/CXCL3/IFNA1/GNB1/MAPK3/IL6/RAC1/BAX/BAK1/MAPK1/CHUK/CASP3/IRF7/CLEC2B/GNG7/ITPR1 76 KEGG hsa04064 NF-kappa B signaling pathway 48/1765 104/8135 2.116e-08 4.146e-07 2.595e-07 GADD45A/GADD45B/SYK/BLNK/TRAF3/LCK/PLCG2/LY96/CD14/BTK/PRKCB/LAT/NFKBIA/MYD88/PTGS2/PARP1/ATM/CXCL12/TNFSF11/LYN/LTB/ZAP70/GADD45G/DDX58/CCL13/BCL2A1/IL1R1/RELA/TRAF1/CD40/IL1B/TRADD/TICAM1/TNF/CXCL2/PRKCQ/CCL19/CSNK2A2/TRAF5/CD40LG/BIRC3/IRAK4/MALT1/CXCL3/BCL2/CHUK/TNFAIP3/IRAK1 48 KEGG hsa05323 Rheumatoid arthritis 44/1765 93/8135 3.271e-08 6.051e-07 3.787e-07 HLA-DMB/HLA-DPB1/HLA-DMA/HLA-DPA1/HLA-DRA/CD28/ITGB2/CCL5/HLA-DOB/ITGAL/MMP1/JUN/CXCL12/TNFSF11/IL15/LTB/HLA-DOA/FOS/ATP6V0E2/CD86/ATP6V1A/TGFB2/CXCL6/VEGFA/IL1B/ATP6V0B/ACP5/TNF/CXCL2/MMP3/TCIRG1/HLA-DQA1/ATP6V1D/CTSL/TGFB3/CTSK/ATP6V0D1/CXCL3/IL6/HLA-DRB4/TNFSF13/HLA-DQB1/CSF1/CCL20 44 KEGG hsa05330 Allograft rejection 24/1765 38/8135 4.033e-08 7.069e-07 4.424e-07 HLA-DMB/HLA-DPB1/HLA-DMA/HLA-DPA1/HLA-DRA/CD28/HLA-DOB/GZMB/PRF1/HLA-DOA/CD86/HLA-F/CD40/HLA-G/TNF/HLA-B/HLA-C/HLA-A/CD40LG/HLA-DQA1/FAS/HLA-DRB4/HLA-DQB1/FASLG 24 KEGG hsa04662 B cell receptor signaling pathway 40/1765 82/8135 4.753e-08 7.914e-07 4.953e-07 RAC2/LILRB2/SYK/BLNK/LILRB3/PTPN6/LILRB1/PLCG2/RASGRP3/LILRB4/CD79A/BTK/INPP5D/JUN/PRKCB/VAV1/NFKBIA/CD19/GRB2/LYN/FCGR2B/FOS/PIK3CD/CD72/LILRA6/RELA/PIK3R1/VAV3/CD79B/RAF1/MALT1/LILRB5/PIK3R3/MAPK3/RAC1/MAPK1/CD22/CHUK/LILRA3/NFKBIE 40 KEGG hsa04520 Adherens junction 36/1765 71/8135 6.317e-08 9.914e-07 6.205e-07 RAC2/PTPN6/SORBS1/TCF7L2/WASF3/TCF7L1/PARD3/SMAD3/WAS/EGFR/WASL/LEF1/NLK/TJP1/SNAI1/ACTB/PTPRM/YES1/FER/BAIAP2/CSNK2A2/CREBBP/VCL/IGF1R/WASF1/TGFBR2/TCF7/FGFR1/MET/MAPK3/RAC1/RHOA/MAPK1/SNAI2/FYN/PTPRF 36 KEGG hsa04145 Phagosome 62/1765 152/8135 6.668e-08 9.914e-07 6.205e-07 FCGR3B/HLA-DMB/HLA-DPB1/CORO1A/NCF1/HLA-DMA/HLA-DPA1/CYBB/CLEC7A/HLA-DRA/ITGB2/ITGAM/HLA-DOB/CD14/NCF4/THBS3/TAP1/FCGR2B/HLA-DOA/NCF2/ATP6V0E2/CTSS/CYBA/FCGR2A/MRC2/ATP6V1A/MARCO/DYNC1I1/LAMP2/ITGA5/HLA-F/FCGR2C/ACTB/TUBA1A/ATP6V0B/HLA-G/HLA-B/OLR1/TCIRG1/TUBA4A/DYNC1LI2/SEC61B/HLA-C/DYNC2H1/HLA-A/HLA-DQA1/ATP6V1D/TUBA1B/CTSL/COMP/THBS1/ATP6V0D1/C1R/TUBA1C/RAC1/HLA-DRB4/TFRC/HLA-DQB1/M6PR/STX7/THBS2/COLEC12 62 KEGG hsa05162 Measles 58/1765 139/8135 6.847e-08 9.914e-07 6.205e-07 TRAF3/MX2/CD3D/CD28/TLR7/IL2RB/IL2RG/FADD/JUN/OAS2/NFKBIA/MYD88/OAS1/CBLB/IFNAR2/FCGR2B/CD3E/IRF9/STAT1/FOS/CASP8/OAS3/DDX58/PIK3CD/CD3G/IFIH1/RELA/MX1/IL1B/TRADD/EIF2S1/PIK3R1/IKBKE/CSNK2A2/CD46/CCND1/BID/CCNE1/EIF2AK3/EIF2AK2/IRAK4/ADAR/FAS/PIK3R3/IFNA1/BCL2/IL6/BAX/BAK1/CDK2/CHUK/TNFAIP3/CASP3/HSPA2/FASLG/IRF7/CDKN1B/IRAK1 58 KEGG hsa04658 Th1 and Th2 cell differentiation 43/1765 92/8135 7.296e-08 1.012e-06 6.336e-07 HLA-DMB/HLA-DPB1/HLA-DMA/HLA-DPA1/RUNX3/CD4/LCK/CD3D/HLA-DRA/IL2RB/IL2RG/HLA-DOB/JUN/LAT/NFKBIA/MAPK13/ZAP70/CD3E/STAT1/HLA-DOA/FOS/CD247/IL12RB1/CD3G/JAK2/JAG1/RELA/MAF/STAT4/PRKCQ/IFNGR2/NOTCH2/HLA-DQA1/NOTCH1/MAPK3/HLA-DRB4/MAPK1/CHUK/TBX21/HLA-DQB1/IL12RB2/NFKBIE/STAT6 43 KEGG hsa04659 Th17 cell differentiation 48/1765 108/8135 9.172e-08 1.222e-06 7.646e-07 HLA-DMB/HLA-DPB1/HLA-DMA/HLA-DPA1/CD4/LCK/CD3D/HLA-DRA/IL2RB/IL2RG/IL27RA/HLA-DOB/SMAD3/JUN/LAT/IL21R/NFKBIA/MAPK13/RORA/ZAP70/CD3E/STAT1/HLA-DOA/FOS/CD247/IL6ST/HSP90AB1/IL12RB1/CD3G/JAK2/IL1R1/RELA/HSP90AA1/AHR/IL1B/PRKCQ/IFNGR2/HLA-DQA1/TGFBR2/MAPK3/IL6/HLA-DRB4/MAPK1/CHUK/TBX21/HLA-DQB1/NFKBIE/STAT6 48 KEGG hsa05135 Yersinia infection 57/1765 137/8135 1.001e-07 1.282e-06 8.025e-07 RAC2/LCP2/CD4/LCK/ARPC1B/ARPC2/CASP1/RPS6KA1/JUN/ARPC5/VAV1/LAT/WAS/WIPF1/NFKBIA/PYCARD/ACTR3/MYD88/MAPK13/SKAP2/ZAP70/FOS/FCGR2A/ITGA4/WASL/RHOG/CD8A/PIK3CD/ARPC1A/RELA/ACTR2/ITGA5/ARPC3/IL1B/ACTB/MAP2K6/TICAM1/PIK3R1/TNF/BAIAP2/VAV3/PTK2/IRAK4/GIT2/ROCK2/PIK3R3/DOCK1/MAPK3/IL6/RAC1/ARPC5L/RHOA/MAPK1/PTK2B/NLRP3/CHUK/IRAK1 57 KEGG hsa05417 Lipid and atherosclerosis 80/1765 215/8135 1.087e-07 1.341e-06 8.394e-07 NCF1/TRAF3/CYBB/CALML4/DDIT3/CASP1/CCL5/LY96/CD14/MMP1/JUN/VAV1/NFKBIA/PYCARD/ATF4/MYD88/MAPK13/NCF4/PPARG/XBP1/HSPD1/LYN/FOS/TNFSF10/NCF2/CYBA/ABCG1/CASP8/HSP90AB1/PLCB1/PIK3CD/JAK2/RELA/APOB/PLCB3/HSP90AA1/CD40/LDLR/IL1B/MAP2K6/MMP9/EIF2S1/TICAM1/PIK3R1/TNF/CXCL2/OLR1/MMP3/IKBKE/VAV3/BID/PTK2/CD40LG/EIF2AK3/VLDLR/IRAK4/RAP1B/ROCK2/HSPA5/FAS/PIK3R3/CXCL3/IFNA1/BCL2/MAPK3/IL6/RAC1/BAX/RHOA/PLCB4/MAPK1/NLRP3/CHUK/CASP3/HSPA2/FASLG/IRF7/POU2F1/IRAK1/ITPR1 80 KEGG hsa05170 Human immunodeficiency virus 1 infection 79/1765 212/8135 1.215e-07 1.445e-06 9.045e-07 RAC2/CD4/CD3D/CALML4/PLCG2/APOBEC3G/CCR5/FADD/JUN/PRKCB/NFKBIA/MYD88/MAPK13/ATM/TAP1/AP1S2/TAPBP/CD3E/GNG5/FOS/CD247/CASP8/APOBEC3F/PIK3CD/CD3G/WEE1/GNAI2/RELA/APOBEC3B/HLA-F/PDIA3/CDK1/CCNB2/CCNB1/TRADD/MAP2K6/SAMHD1/CXCR4/B2M/HLA-G/PIK3R1/TNF/ITPR3/HLA-B/APOBEC3C/TNFRSF1B/HLA-C/GNG12/GNA11/TRAF5/BID/HLA-A/PTK2/RAF1/IRAK4/RPS6KB1/PAK2/RNF7/GNG10/SKP1/FAS/PIK3R3/IFNA1/BCL2/GNB1/MAPK3/RAC1/BAX/BAK1/MAPK1/PTK2B/CHUK/CASP3/PAK1/FASLG/AP1G2/IRAK1/GNG7/ITPR1 79 KEGG hsa05142 Chagas disease 45/1765 102/8135 2.995e-07 3.44e-06 2.153e-06 CD3D/CCL5/C1QA/FADD/JUN/NFKBIA/MYD88/MAPK13/GNA15/CD3E/FOS/CD247/CASP8/PLCB1/TGFB2/PIK3CD/CD3G/GNAI2/RELA/PLCB3/IL1B/C1QB/TICAM1/PIK3R1/TNF/BDKRB2/PPP2R2A/IFNGR2/GNA11/IRAK4/TGFBR2/TGFB3/PPP2CB/FAS/PIK3R3/MAPK3/IL6/PLCB4/MAPK1/CHUK/PPP2R1B/PPP2R2D/FASLG/GNAL/IRAK1 45 KEGG hsa04620 Toll-like receptor signaling pathway 45/1765 104/8135 5.892e-07 6.334e-06 3.964e-06 TRAF3/TLR7/CCL5/CXCL10/LY96/CD14/FADD/JUN/NFKBIA/MYD88/MAPK13/CXCL9/IFNAR2/STAT1/FOS/CD86/CASP8/PIK3CD/RELA/CD40/IRF5/IL1B/TLR8/MAP2K6/MAP3K8/TICAM1/PIK3R1/TNF/TLR1/TLR3/SPP1/IKBKE/CXCL11/IRAK4/CTSK/TLR5/PIK3R3/IFNA1/MAPK3/IL6/RAC1/MAPK1/CHUK/IRF7/IRAK1 45 KEGG hsa05332 Graft-versus-host disease 24/1765 42/8135 5.896e-07 6.334e-06 3.964e-06 HLA-DMB/HLA-DPB1/HLA-DMA/HLA-DPA1/HLA-DRA/CD28/HLA-DOB/GZMB/PRF1/HLA-DOA/CD86/HLA-F/IL1B/HLA-G/TNF/HLA-B/HLA-C/HLA-A/HLA-DQA1/FAS/IL6/HLA-DRB4/HLA-DQB1/FASLG 24 KEGG hsa04010 MAPK signaling pathway 99/1765 294/8135 9.459e-07 9.843e-06 6.16e-06 GADD45A/RAC2/GADD45B/MYC/CSF1R/DDIT3/RASGRP3/RASGRP1/JUND/EFNA5/CD14/NR4A1/RPS6KA1/PRKACB/MAP4K1/JUN/PRKCB/PTPN7/ATF4/EGFR/MYD88/MAPK13/DUSP1/NTRK2/GRB2/FGF2/FOS/ARRB2/GADD45G/STMN1/ECSIT/TGFB2/MAPKAPK3/VEGFA/PLA2G4C/RASGRP2/NLK/HSPB1/MAPK7/IL1R1/RELA/DUSP5/RASA1/VEGFC/CACNB2/EREG/IL1B/TRADD/DUSP4/MAP2K6/MKNK2/MAP3K8/TNF/PDGFD/MEF2C/MKNK1/TAOK3/ARRB1/MAP3K6/MAPKAPK5/STK3/GNG12/IGF1R/AREG/RRAS2/FGF4/RAF1/DUSP7/MAP3K4/MECOM/IRAK4/TGFBR2/PDGFC/DUSP2/TGFB3/MAP4K3/RAP1B/FGF23/PPM1A/FGFR1/PAK2/FAS/SRF/MET/DUSP10/GNA12/CDC25B/MAPK3/RAC1/MAPK1/CHUK/CASP3/PAK1/HSPA2/FASLG/CSF1/IRAK1/KITLG/MAP3K12 99 KEGG hsa04668 TNF signaling pathway 47/1765 112/8135 9.777e-07 9.866e-06 6.175e-06 TRAF3/JUNB/CEBPB/CCL5/CXCL10/FADD/JUN/NFKBIA/ATF4/SOCS3/MAPK13/PTGS2/IL15/FOS/CASP8/CXCL6/PIK3CD/NOD2/CX3CL1/JAG1/RELA/VEGFC/TRAF1/IL1B/TRADD/MAP2K6/MMP9/MAP3K8/PIK3R1/TNF/CXCL2/MMP3/TNFRSF1B/TRAF5/BIRC3/FAS/PIK3R3/CXCL3/MAPK3/IL6/LIF/MAPK1/CHUK/TNFAIP3/CASP3/CSF1/CCL20 47 KEGG hsa04612 Antigen processing and presentation 36/1765 78/8135 1.224e-06 1.198e-05 7.501e-06 HLA-DMB/HLA-DPB1/HLA-DMA/HLA-DPA1/CD74/RFX5/CD4/HLA-DRA/CTSB/HLA-DOB/TAP1/LGMN/TAPBP/HLA-DOA/CTSS/HSP90AB1/CD8A/HSP90AA1/HLA-F/PSME1/PDIA3/B2M/HLA-G/TNF/HLA-B/NFYB/HLA-C/HLA-A/CIITA/HLA-DQA1/CTSL/HSPA5/HLA-DRB4/HLA-DQB1/HSPA2/KIR2DS5 36 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 43/1765 100/8135 1.283e-06 1.22e-05 7.637e-06 CYBB/PLCG2/EGR1/AGTR1/COL3A1/COL1A2/SMAD3/JUN/PRKCB/MAPK13/PIM1/FOXO1/STAT1/COL1A1/PLCB1/TGFB2/PIK3CD/VEGFA/JAK2/RELA/PLCB3/VEGFC/IL1B/PIK3R1/TNF/NOX4/COL4A6/CCND1/TGFBR2/TGFB3/THBD/PIK3R3/BCL2/PRKCD/MAPK3/IL6/RAC1/BAX/PLCB4/MAPK1/CASP3/COL4A5/CDKN1B 43 KEGG hsa05222 Small cell lung cancer 40/1765 92/8135 2.131e-06 1.972e-05 1.234e-05 CDKN1A/GADD45A/GADD45B/TRAF3/MYC/CKS1B/NFKBIA/LAMA2/PTGS2/GADD45G/DDB2/LAMA4/PIK3CD/PTEN/LAMA3/RELA/CKS2/TRAF1/LAMC1/PIK3R1/COL4A6/LAMA5/LAMC3/CCND1/TRAF5/RB1/PTK2/CCNE1/LAMC2/BIRC3/LAMB2/PIK3R3/BCL2/BAX/BAK1/CDK2/CHUK/CASP3/COL4A5/CDKN1B 40 KEGG hsa05210 Colorectal cancer 38/1765 86/8135 2.365e-06 2.129e-05 1.332e-05 CDKN1A/GADD45A/RAC2/GADD45B/MYC/TCF7L2/TCF7L1/SMAD3/JUN/EGFR/GRB2/FOS/LEF1/GADD45G/DDB2/PMAIP1/TGFB2/PIK3CD/RALA/EREG/PIK3R1/BCL2L11/CCND1/AREG/RAF1/TGFBR2/TGFB3/RPS6KB1/TCF7/PIK3R3/BCL2/MAPK3/RAC1/BAX/BAK1/RHOA/MAPK1/CASP3 38 KEGG hsa04936 Alcoholic liver disease 55/1765 142/8135 2.558e-06 2.21e-05 1.383e-05 TRAF3/ADH1B/TCF7L2/TCF7L1/LY96/CD14/ADH1C/C1QA/FADD/NFKBIA/MYD88/MAPK13/ADIPOQ/C2/FOXO3/FOXO1/ACACB/LEF1/CASP8/ADH5/FASN/C3AR1/TRA2B/RELA/SREBF1/PPARGC1A/SCD/IL1B/TRADD/MAP2K6/C1QB/PRKAA1/TICAM1/TNF/TRA2A/NOX4/CXCL2/IKBKE/ALDH2/CCND1/LPIN1/IRAK4/ADIPOR2/TCF7/FAS/CXCL3/IFNA1/IL6/ACACA/CHUK/CASP3/FASLG/IRAK1/C5/C5AR1 55 KEGG hsa04640 Hematopoietic cell lineage 42/1765 99/8135 2.604e-06 2.21e-05 1.383e-05 HLA-DMB/HLA-DPB1/HLA-DMA/CD2/HLA-DPA1/CD4/CD3D/HLA-DRA/IL7R/CSF1R/ITGAM/HLA-DOB/CD14/CD38/CD37/CD19/CD3E/HLA-DOA/ITGA4/CD33/CD8A/CD3G/IL1R1/CR1/ITGA5/IL1B/CSF2RA/CSF3R/MS4A1/TNF/CD7/HLA-DQA1/IL7/CD55/IL6/CD24/HLA-DRB4/CD22/TFRC/HLA-DQB1/CSF1/KITLG 42 KEGG hsa04142 Lysosome 52/1765 132/8135 2.654e-06 2.21e-05 1.383e-05 NAGA/GNPTAB/CTSB/CTSH/ACP2/DMXL2/MAN2B1/LGMN/AP1S2/CLTC/LAMP3/CTSS/ARSA/LAPTM5/CTSC/DNASE2/NPC2/LIPA/FUCA1/LAMP2/CD63/ATP6V0B/ACP5/PPT1/NPC1/HEXB/AGA/TCIRG1/CLTCL1/IGF2R/PLA2G15/LITAF/CTSW/CTSO/CTSL/HYAL1/TPP1/GGA2/CTSK/MANBA/ATP6V0D1/ARSB/CTSZ/CLTA/CTSF/M6PR/GNS/AP1G2/HEXA/GAA/GUSB/GALC 52 KEGG hsa05321 Inflammatory bowel disease 31/1765 65/8135 2.824e-06 2.294e-05 1.436e-05 HLA-DMB/HLA-DPB1/HLA-DMA/HLA-DPA1/HLA-DRA/IL2RG/HLA-DOB/SMAD3/JUN/IL21R/RORA/STAT1/HLA-DOA/IL12RB1/TGFB2/NOD2/RELA/MAF/IL1B/STAT4/TNF/IFNGR2/HLA-DQA1/TGFB3/TLR5/IL6/HLA-DRB4/TBX21/HLA-DQB1/IL12RB2/STAT6 31 KEGG hsa05165 Human papillomavirus infection 107/1765 331/8135 3.091e-06 2.451e-05 1.534e-05 CDKN1A/TRAF3/MX2/TCF7L2/COL1A2/TCF7L1/PARD3/FADD/PRKACB/FZD2/HES1/EGFR/LAMA2/THBS3/PTGS2/ATM/WNT11/FZD4/FOXO1/GRB2/IFNAR2/IRF9/STAT1/ATP6V0E2/ITGA4/COL1A1/FZD1/CASP8/ATP6V1A/LAMA4/PIK3CD/VEGFA/WNT5B/PTEN/JAG1/LAMA3/RELA/MX1/ITGA10/ITGA5/HLA-F/ISG15/TRADD/ATP6V0B/WNT5A/LAMC1/HLA-G/TICAM1/PIK3R1/TNF/TLR3/HLA-B/SPP1/COL4A6/TCIRG1/LAMA5/IKBKE/ITGB7/HDAC1/FZD10/LLGL2/CREBBP/LAMC3/ITGA7/PPP2R2A/HLA-C/CCND1/RB1/HLA-A/NOTCH2/PTK2/CCNE1/RAF1/LAMC2/CCNA2/ATP6V1D/EIF2AK2/MFNG/NOTCH1/HEY2/COMP/THBS1/RPS6KB1/PPP2CB/ATP6V0D1/PSEN1/LAMB2/TCF7/FAS/WNT16/PIK3R3/IFNA1/MAPK3/BAX/BAK1/CDK2/MAPK1/PPP2R5C/TUBG1/CHUK/CASP3/PPP2R1B/COL4A5/PPP2R2D/FASLG/THBS2/CDKN1B 107 KEGG hsa05163 Human cytomegalovirus infection 78/1765 225/8135 3.983e-06 3.085e-05 1.931e-05 CDKN1A/RAC2/ADCY7/MYC/CALML4/CCR1/CCR5/CCL5/FADD/PRKACB/PRKCB/NFKBIA/ATF4/EGFR/MAPK13/PTGS2/IL10RA/TAP1/CXCL12/GRB2/TAPBP/GNG5/CASP8/PLCB1/PIK3CD/VEGFA/ADCY3/CX3CL1/IL1R1/GNAI2/RELA/PLCB3/HLA-F/PDIA3/IL1B/TRADD/IL10RB/MAP2K6/CXCR4/B2M/HLA-G/PIK3R1/TNF/ITPR3/HLA-B/HLA-C/GNG12/CCND1/GNA11/AKAP13/TRAF5/RB1/BID/HLA-A/PTK2/RAF1/RPS6KB1/ROCK2/GNG10/FAS/PIK3R3/IFNA1/GNA12/GNB1/MAPK3/IL6/RAC1/BAX/BAK1/RHOA/PLCB4/MAPK1/PTK2B/CHUK/CASP3/FASLG/GNG7/ITPR1 78 KEGG hsa04657 IL-17 signaling pathway 40/1765 94/8135 4.097e-06 3.1e-05 1.941e-05 TRAF3/FOSB/CEBPB/JUND/CXCL10/FADD/MMP1/JUN/NFKBIA/MAPK13/MAPK6/PTGS2/TRAF3IP2/S100A8/FOS/S100A9/CASP8/HSP90AB1/CXCL6/MAPK7/RELA/HSP90AA1/IL1B/TRADD/MMP9/TNF/CXCL2/MMP3/MMP13/IKBKE/TRAF5/CXCL3/CCL7/MAPK3/IL6/MAPK1/CHUK/TNFAIP3/CASP3/CCL20 40 KEGG hsa05202 Transcriptional misregulation in cancer 69/1765 193/8135 4.268e-06 3.158e-05 1.977e-05 CDKN1A/BCL6/GADD45A/GADD45B/ZBTB16/MYC/CSF1R/DDIT3/IL2RB/CEBPB/BMP2K/ITGAM/CD14/GZMB/PPARG/ATM/ID2/FOXO1/CD86/FLI1/TSPAN7/GADD45G/DDB2/TAF15/BCL2A1/BCL11B/RELA/MAF/TRAF1/MLF1/CD40/SPI1/MMP9/LYL1/MEF2C/MMP3/ITGB7/HDAC1/NR4A3/IGF1R/PTK2/HHEX/CEBPA/PBX1/CCNA2/BIRC3/JMJD1C/TGFBR2/TFE3/PER2/SUPT3H/ERG/PLAT/WNT16/MET/PML/IL6/BAX/BAK1/PAX5/KDM6A/BAIAP3/NUPR1/CCNT1/PAX8/PTCRA/SPINT1/CDKN1B/HOXA11 69 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 38/1765 89/8135 6.444e-06 4.665e-05 2.919e-05 PTPN6/CD4/LCK/CD3D/CD28/RASGRP1/JUN/LAT/NFKBIA/EGFR/MYD88/MAPK13/BATF/ZAP70/CD3E/STAT1/FOS/CD247/PIK3CD/CD3G/JAK2/PTEN/RELA/ALK/MAP2K6/TICAM1/PIK3R1/PRKCQ/CSNK2A2/EML4/IFNGR2/RAF1/RPS6KB1/PIK3R3/MAPK3/MAPK1/CHUK/NFKBIE 38 KEGG hsa05160 Hepatitis C 58/1765 157/8135 7.847e-06 5.56e-05 3.48e-05 CDKN1A/TRAF3/MYC/MX2/CXCL10/FADD/OAS2/NFKBIA/SOCS3/EGFR/OAS1/GRB2/IFNAR2/NR1H3/IRF9/STAT1/IFIT1/CASP8/OAS3/DDX58/PIK3CD/RELA/MX1/LDLR/RSAD2/TRADD/CLDN5/EIF2S1/TICAM1/PIK3R1/TNF/TLR3/IKBKE/PPP2R2A/CCND1/RB1/BID/RAF1/EIF2AK3/PIAS1/EIF2AK2/PPP2CB/FAS/PIK3R3/IFNA1/MAPK3/BAX/BAK1/CDK2/MAPK1/CHUK/CASP3/PPP2R1B/PPP2R2D/FASLG/YWHAZ/IRF7/CLDN7 58 KEGG hsa05161 Hepatitis B 59/1765 162/8135 1.094e-05 7.588e-05 4.749e-05 CDKN1A/TRAF3/MYC/FADD/SMAD3/JUN/PRKCB/NFKBIA/ATF4/MYD88/MAPK13/GRB2/STAT1/FOS/CASP8/DDB2/DDX58/TGFB2/PIK3CD/IFIH1/JAK2/RELA/EGR2/MAP2K6/MMP9/STAT4/TICAM1/PIK3R1/TNF/TLR3/PCNA/IKBKE/EGR3/CREBBP/RB1/BID/CCNE1/RAF1/CCNA2/IRAK4/TGFBR2/TGFB3/FAS/PIK3R3/IFNA1/BCL2/MAPK3/IL6/BAX/CDK2/MAPK1/PTK2B/CHUK/CASP3/FASLG/YWHAZ/IRF7/IRAK1/STAT6 59 KEGG hsa04660 T cell receptor signaling pathway 42/1765 104/8135 1.162e-05 7.779e-05 4.869e-05 PTPRC/LCP2/PTPN6/CD4/LCK/CD3D/CD28/RASGRP1/JUN/VAV1/LAT/NFKBIA/MAPK13/CBLB/GRB2/ZAP70/CD3E/FOS/CD247/ITK/CD8A/PIK3CD/CD3G/RELA/MAP3K8/PIK3R1/TNF/PRKCQ/VAV3/CD40LG/RAF1/MALT1/PAK2/PIK3R3/MAPK3/RHOA/MAPK1/CHUK/ICOS/PAK1/NFKBIE/FYN 42 KEGG hsa04650 Natural killer cell mediated cytotoxicity 50/1765 131/8135 1.168e-05 7.779e-05 4.869e-05 RAC2/FCGR3B/SYK/CD48/LCP2/PTPN6/LCK/PLCG2/ITGB2/MICB/ITGAL/GZMB/PRKCB/VAV1/LAT/TYROBP/PRF1/GRB2/IFNAR2/ZAP70/TNFSF10/CD247/SH2D1A/PIK3CD/FCER1G/HLA-G/PIK3R1/TNF/HLA-B/CD244/VAV3/HLA-C/IFNGR2/SH3BP2/BID/HLA-A/RAF1/NCR3/FAS/PIK3R3/IFNA1/MAPK3/RAC1/MAPK1/PTK2B/CASP3/PAK1/FASLG/KIR2DS5/FYN 50 KEGG hsa05131 Shigellosis 82/1765 247/8135 1.486e-05 9.702e-05 6.072e-05 ARPC1B/PLCG2/ARPC2/CASP1/CCL5/HK3/CD14/JUN/ARPC5/CYTH4/NFKBIA/PYCARD/ACTR3/EGFR/MYD88/MAPK13/FOXO3/ATM/BNIP3/FOXO1/FNBP1/RRAGA/RRAGC/UBC/WASL/FNBP1L/PLCB1/MAP1LC3B/TLN2/CYTH1/PIK3CD/ARPC1A/IL1R1/CALCOCO2/RELA/PLCB3/ACTR2/ITGA5/ARPC3/IL1B/TRADD/ACTB/PFN1/RRAGB/PIK3R1/TNF/ITPR3/PRKCQ/NAIP/VCL/RBCK1/TRAF5/SQSTM1/PPID/PTK2/WASF1/CTTN/MALT1/RPS27A/RPS6KB1/TLR5/UBE2D3/MYL9/ROCK2/FOXO4/SKP1/PIK3R3/DOCK1/BCL2/PRKCD/MAPK3/RAC1/BAX/ARPC5L/RHOA/PLCB4/MAPK1/HCLS1/NLRP3/CHUK/PFN2/ITPR1 82 KEGG hsa05146 Amoebiasis 41/1765 102/8135 1.683e-05 0.0001062 6.648e-05 ITGB2/ITGAM/COL3A1/COL1A2/CD14/PRKACB/PRKCB/LAMA2/GNA15/COL1A1/LAMA4/PLCB1/TGFB2/PIK3CD/HSPB1/IL1R1/LAMA3/RELA/PLCB3/IL1B/LAMC1/PIK3R1/TNF/CXCL2/COL4A6/LAMA5/LAMC3/VCL/ARG2/GNA11/PTK2/LAMC2/TGFB3/LAMB2/PIK3R3/CXCL3/IL6/PLCB4/CASP3/COL4A5/GNAL 41 KEGG hsa05133 Pertussis 33/1765 76/8135 1.691e-05 0.0001062 6.648e-05 CALML4/CASP1/ITGB2/ITGAM/LY96/CD14/C1QA/SERPING1/JUN/IRF8/PYCARD/MYD88/MAPK13/C2/FOS/CXCL6/GNAI2/RELA/ITGA5/IL1B/C1QB/TICAM1/TNF/IRAK4/C1R/MAPK3/IL6/RHOA/MAPK1/NLRP3/CASP3/IRAK1/C5 33 KEGG hsa04672 Intestinal immune network for IgA production 24/1765 49/8135 2.127e-05 0.0001311 8.208e-05 HLA-DMB/HLA-DPB1/HLA-DMA/HLA-DPA1/HLA-DRA/CD28/TNFRSF17/HLA-DOB/CXCL12/IL15/HLA-DOA/CD86/ITGA4/IL15RA/CD40/CXCR4/ITGB7/CD40LG/HLA-DQA1/IL6/HLA-DRB4/ICOS/TNFSF13/HLA-DQB1 24 KEGG hsa05205 Proteoglycans in cancer 70/1765 205/8135 2.2e-05 0.0001332 8.338e-05 CDKN1A/SDC1/PTPN6/MYC/PLCG2/COL1A2/PRKACB/PRKCB/FZD2/VAV1/SDC4/EGFR/MAPK13/WNT11/HBEGF/FZD4/HPSE/GRB2/FGF2/PPP1CA/COL1A1/FZD1/TGFB2/PIK3CD/VEGFA/WNT5B/DCN/ITGA5/HSPB2/ACTB/CD63/MMP9/WNT5A/PIK3R1/TNF/ITPR3/CAV2/VAV3/FZD10/PPP1CB/CCND1/IGF1R/RRAS2/PTK2/RAF1/CTSL/CTTN/THBS1/RPS6KB1/ANK2/FGFR1/ROCK2/TIMP3/FAS/WNT16/PIK3R3/MET/TWIST1/MAPK3/RAC1/RHOA/MAPK1/HCLS1/PPP1R12A/CASP3/EIF4B/PAK1/FASLG/ITPR1/GPC3 70 KEGG hsa05215 Prostate cancer 39/1765 97/8135 2.666e-05 0.0001586 9.924e-05 CDKN1A/TCF7L2/TCF7L1/NFKBIA/ATF4/EGFR/AR/FOXO1/GRB2/LEF1/HSP90AB1/PIK3CD/PTEN/RELA/HSP90AA1/MMP9/PIK3R1/PDGFD/MMP3/NKX3-1/CREBBP/CCND1/IGF1R/RB1/CCNE1/RAF1/PDGFC/TCF7/ERG/FGFR1/PLAT/PIK3R3/BCL2/MAPK3/CDK2/MAPK1/CHUK/SPINT1/CDKN1B 39 KEGG hsa04810 Regulation of actin cytoskeleton 73/1765 218/8135 3.13e-05 0.0001828 0.0001144 RAC2/NCKAP1L/ARPC1B/ARPC2/ITGB2/ITGAM/ITGAL/IQGAP2/ARPC5/VAV1/GSN/ACTR3/EGFR/DIAPH2/CYFIP2/MYH11/CXCL12/ARHGEF6/FGF2/PPP1CA/ITGA4/WASL/PIK3CD/CYFIP1/ARPC1A/ACTR2/ITGA10/ITGA5/ARPC3/ACTB/NCKAP1/PFN1/CXCR4/PIK3R1/MYLK/PDGFD/ITGAX/BDKRB2/BAIAP2/ITGB7/VAV3/PPP1CB/ITGA7/VCL/GNG12/RRAS2/FGF4/PTK2/RAF1/LPAR1/WASF1/PDGFC/F2R/ARHGAP35/FGF23/FGFR1/MYL9/ROCK2/PAK2/PIK3R3/DOCK1/TMSB4X/GNA12/MAPK3/RAC1/ARPC5L/RHOA/MAPK1/PPP1R12A/LPAR2/PAK1/PFN2/BDKRB1 73 KEGG hsa04115 p53 signaling pathway 31/1765 73/8135 5.108e-05 0.0002932 0.0001835 CDKN1A/GADD45A/GADD45B/RRM2/ZMAT3/ATM/TP53I3/CASP8/GADD45G/DDB2/PMAIP1/PTEN/CDK1/CCNB2/CCNB1/PERP/SIAH1/STEAP3/CCND1/BID/CCNE1/THBS1/CD82/RPRM/FAS/CCNG2/GTSE1/BCL2/BAX/CDK2/CASP3 31 KEGG hsa04068 FoxO signaling pathway 48/1765 131/8135 5.926e-05 0.0003345 0.0002094 CDKN1A/BCL6/GADD45A/GADD45B/KLF2/GABARAPL1/IL7R/IRS2/SMAD3/EGFR/MAPK13/FOXO3/ATM/BNIP3/FOXO1/GRB2/TNFSF10/GADD45G/PCK1/TGFB2/PIK3CD/NLK/PTEN/CCNB2/CCNB1/IRS1/S1PR4/PRKAA1/PIK3R1/BCL2L11/PLK3/CREBBP/CCND1/IGF1R/RAF1/TGFBR2/TGFB3/FOXO4/PIK3R3/CCNG2/MAPK3/IL6/CDK2/MAPK1/CHUK/FASLG/CDKN1B/USP7 48 KEGG hsa05418 Fluid shear stress and atherosclerosis 50/1765 139/8135 7.275e-05 0.0004038 0.0002527 RAC2/SDC1/NCF1/KLF2/CALML4/JUN/SDC4/MAPK13/DUSP1/ASS1/FOS/NCF2/CYBA/HSP90AB1/PIK3CD/VEGFA/NQO1/MAPK7/IL1R1/BMP4/RELA/HSP90AA1/IL1B/ACTB/ACVR2A/MAP2K6/MMP9/PRKAA1/PIK3R1/TNF/MEF2C/CAV2/SQSTM1/PTK2/CTSL/MGST3/SUMO4/THBD/PECAM1/PLAT/BMPR2/PIK3R3/BCL2/RAC1/RHOA/GSTM2/GSTO1/CHUK/BMPR1A/GSTM1 50 KEGG hsa05320 Autoimmune thyroid disease 24/1765 53/8135 0.0001054 0.0005754 0.0003601 HLA-DMB/HLA-DPB1/HLA-DMA/HLA-DPA1/HLA-DRA/CD28/HLA-DOB/GZMB/PRF1/HLA-DOA/CD86/HLA-F/CD40/HLA-G/HLA-B/HLA-C/HLA-A/CD40LG/HLA-DQA1/FAS/IFNA1/HLA-DRB4/HLA-DQB1/FASLG 24 KEGG hsa05340 Primary immunodeficiency 19/1765 38/8135 0.0001076 0.000578 0.0003618 PTPRC/BLNK/RFX5/CD4/LCK/CD3D/IL7R/CD79A/IL2RG/BTK/TAP1/CD19/ZAP70/CD3E/CD8A/CD40/CIITA/CD40LG/ICOS 19 KEGG hsa04151 PI3K-Akt signaling pathway 106/1765 354/8135 0.000128 0.0006652 0.0004163 CDKN1A/SYK/MAGI2/MYC/IL7R/CSF1R/IL2RB/IL2RG/EFNA5/COL1A2/NR4A1/GHR/ATF4/EGFR/LAMA2/THBS3/PHLPP1/FOXO3/NTRK2/CD19/GRB2/IFNAR2/DDIT4/GNG5/FGF2/ITGA4/COL1A1/PCK1/HSP90AB1/LAMA4/PIK3CD/VEGFA/JAK2/PTEN/LAMA3/RELA/HSP90AA1/ITGA10/ITGA5/VEGFC/PIK3CG/EREG/IRS1/PRKAA1/CSF3R/LAMC1/PIK3R1/PDGFD/BCL2L11/SPP1/COL4A6/LAMA5/ITGB7/LAMC3/ITGA7/PPP2R2A/EIF4E2/GNG12/CCND1/IGF1R/AREG/FGF4/PTK2/CCNE1/RAF1/LPAR1/LAMC2/LPAR6/IL7/PDGFC/F2R/COMP/THBS1/RPS6KB1/PPP2CB/FGF23/LAMB2/FGFR1/GNG10/PIK3R3/MET/IFNA1/BCL2/GNB1/MAPK3/IL6/RAC1/CDK2/MAPK1/PPP2R5C/CHUK/LPAR2/PPP2R1B/EIF4B/COL4A5/TCL1B/TCL1A/PPP2R2D/FASLG/CSF1/YWHAZ/THBS2/CDKN1B/KITLG/GNG7/GYS2 106 KEGG hsa04611 Platelet activation 45/1765 124/8135 0.0001295 0.0006652 0.0004163 SYK/LCP2/ADCY7/PLCG2/RASGRP1/COL3A1/COL1A2/BTK/PRKACB/MAPK13/VASP/LYN/PPP1CA/FCGR2A/COL1A1/PLCB1/TLN2/PIK3CD/PLA2G4C/RASGRP2/ADCY3/GNAI2/PLCB3/FCER1G/PIK3CG/VAMP8/ACTB/PIK3R1/MYLK/ITPR3/PPP1CB/TBXAS1/F2R/ARHGAP35/RAP1B/ROCK2/PTGS1/PIK3R3/MAPK3/RHOA/PLCB4/MAPK1/PPP1R12A/ITPR1/FYN 45 KEGG hsa04514 Cell adhesion molecules 52/1765 149/8135 0.0001298 0.0006652 0.0004163 SDC1/HLA-DMB/HLA-DPB1/PTPRC/HLA-DMA/CD2/HLA-DPA1/SELPLG/CD4/ICAM3/HLA-DRA/CD28/SDC3/ITGB2/ITGAM/HLA-DOB/ITGAL/SDC4/SELL/JAM3/NLGN4X/HLA-DOA/SIGLEC1/CD86/ITGA4/CD8A/HLA-F/CD40/CLDN5/NLGN1/PTPRM/ALCAM/HLA-G/HLA-B/PDCD1LG2/ITGB7/HLA-C/HLA-A/CD40LG/HLA-DQA1/NLGN4Y/CADM1/PECAM1/NRXN1/CD58/GLG1/HLA-DRB4/CD22/ICOS/HLA-DQB1/CLDN7/PTPRF 52 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 38/1765 100/8135 0.0001417 0.000712 0.0004456 CCR2/CSF1R/CCR1/CCR5/XCL1/IL2RB/CCL5/IL2RG/CXCL13/CXCL10/CCL18/IL10RA/CXCL9/CXCL12/CX3CR1/TNFSF10/CCR7/IL6ST/ACKR3/CXCL6/CCL13/CXCR3/CX3CL1/IL10RB/CXCR4/TNF/CXCL2/CCL19/TNFRSF1B/CXCL11/TNFRSF10D/CXCL3/CCL7/IL6/CCR6/CSF1/CCL20/TNFRSF14 38 KEGG hsa04510 Focal adhesion 66/1765 201/8135 0.0001433 0.000712 0.0004456 RAC2/COL1A2/JUN/PRKCB/VAV1/EGFR/LAMA2/THBS3/GRB2/VASP/PPP1CA/ITGA4/COL1A1/LAMA4/PARVA/TLN2/PIK3CD/VEGFA/PTEN/LAMA3/ITGA10/ITGA5/VEGFC/ACTB/LAMC1/PIK3R1/MYLK/PDGFD/SPP1/COL4A6/LAMA5/CAV2/ITGB7/VAV3/LAMC3/PPP1CB/ITGA7/VCL/CCND1/IGF1R/PTK2/RAF1/LAMC2/BIRC3/PDGFC/ARHGAP35/COMP/THBS1/RAP1B/LAMB2/MYL9/ROCK2/PAK2/PIK3R3/DOCK1/MET/BCL2/MAPK3/RAC1/RHOA/MAPK1/PPP1R12A/COL4A5/PAK1/THBS2/FYN 66 KEGG hsa05221 Acute myeloid leukemia 28/1765 67/8135 0.0001626 0.0007961 0.0004983 ZBTB16/MYC/TCF7L2/CSF1R/PIM2/ITGAM/TCF7L1/CD14/PIM1/GRB2/LEF1/PIK3CD/BCL2A1/RELA/SPI1/PIK3R1/CCND1/CEBPA/RAF1/CCNA2/RPS6KB1/PER2/TCF7/PIK3R3/PML/MAPK3/MAPK1/CHUK 28 KEGG hsa04060 Cytokine-cytokine receptor interaction 90/1765 295/8135 0.0002016 0.0009727 0.0006088 CCR2/CD4/IL7R/CSF1R/CCR1/CCR5/XCL1/IL2RB/CD27/CCL5/TNFRSF17/IL2RG/CXCL13/IL27RA/CXCL10/CCL18/GHR/IL21R/IL32/IL10RA/CXCL9/CXCL12/CSF2RB/TNFSF11/IFNAR2/IL15/LTB/CX3CR1/IL16/TNFSF10/GDF15/CCR7/INHBB/IL6ST/LEP/IL12RB1/ACKR3/TGFB2/TNFSF9/CXCL6/CCL13/CXCR3/CX3CL1/IL1R1/BMP4/TNFSF15/IL15RA/LIFR/CD40/IL1B/CSF2RA/IL10RB/ACVR2A/BMP5/CSF3R/CXCR4/TNF/CXCL2/CCL19/TNFRSF1B/CXCL11/TNFRSF10D/IFNGR2/CD40LG/IL7/CD70/TGFBR2/ACVR1B/TGFB3/FAS/BMPR2/CXCL3/IFNA1/CCL7/IL6/TNFRSF11B/CLCF1/LIF/CXCR6/BMP2/CCR6/TNFRSF25/TNFSF13/BMPR1A/IL12RB2/FASLG/CSF1/CCL20/IL1RN/TNFRSF14 90 KEGG hsa05310 Asthma 16/1765 31/8135 0.0002349 0.001118 0.0006995 HLA-DMB/HLA-DPB1/HLA-DMA/HLA-DPA1/HLA-DRA/HLA-DOB/HLA-DOA/FCER1G/CD40/TNF/CD40LG/HLA-DQA1/HLA-DRB4/FCER1A/HLA-DQB1/PRG2 16 KEGG hsa05216 Thyroid cancer 18/1765 37/8135 0.0002538 0.001187 0.0007432 CDKN1A/GADD45A/GADD45B/MYC/TCF7L2/TCF7L1/PPARG/LEF1/GADD45G/DDB2/NCOA4/CCND1/TCF7/MAPK3/BAX/BAK1/MAPK1/PAX8 18 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 39/1765 106/8135 0.0002567 0.001187 0.0007432 CDKN1A/ADCY7/EGR1/JUND/NR4A2/PRKACB/PRKCB/ATF4/EGFR/VDR/HBEGF/TNFSF11/FOS/ARRB2/NACA/PLCB1/PDE4B/ADCY3/GNAI2/PLCB3/PTH1R/ITPR3/MEF2C/ARRB1/MMP13/GNA11/AKAP13/RAF1/FGF23/FGFR1/BCL2/GNA12/MAPK3/RHOA/PLCB4/MAPK1/LRP6/ITPR1/MEF2D 39 KEGG hsa04670 Leukocyte transendothelial migration 41/1765 114/8135 0.0003162 0.001442 0.0009027 RAC2/NCF1/CYBB/THY1/PLCG2/ITGB2/ITGAM/ITGAL/PRKCB/VAV1/MAPK13/NCF4/JAM3/CXCL12/VASP/NCF2/RHOH/CYBA/ITGA4/ITK/PIK3CD/GNAI2/ACTB/CLDN5/MMP9/CXCR4/PIK3R1/RAPGEF3/VAV3/VCL/PTK2/ARHGAP35/RAP1B/PECAM1/MYL9/ROCK2/PIK3R3/RAC1/RHOA/PTK2B/CLDN7 41 KEGG hsa05220 Chronic myeloid leukemia 30/1765 76/8135 0.0003226 0.001452 0.0009085 CDKN1A/GADD45A/GADD45B/MYC/SMAD3/NFKBIA/GRB2/GADD45G/DDB2/TGFB2/PIK3CD/ABL1/RELA/PIK3R1/HDAC1/CCND1/RB1/RAF1/MECOM/TGFBR2/TGFB3/PIK3R3/MAPK3/BAX/BAK1/MAPK1/BCR/CHUK/GAB2/CDKN1B 30 KEGG hsa05144 Malaria 22/1765 50/8135 0.0003363 0.001493 0.0009347 SDC1/ITGB2/ITGAL/MYD88/THBS3/KLRB1/GYPC/TGFB2/CR1/CD40/IL1B/ACKR1/TNF/CD40LG/LRP1/COMP/THBS1/TGFB3/PECAM1/MET/IL6/THBS2 22 KEGG hsa04621 NOD-like receptor signaling pathway 60/1765 184/8135 0.0003477 0.001523 0.0009534 TRAF3/CYBB/GABARAPL1/CASP1/CTSB/CCL5/FADD/TRPV2/JUN/OAS2/NFKBIA/PYCARD/PSTPIP1/MYD88/OAS1/MAPK13/GBP1/P2RX7/CARD8/IFNAR2/AIM2/IRF9/STAT1/CYBA/CASP8/HSP90AB1/PLCB1/MAP1LC3B/OAS3/NOD2/RELA/PLCB3/HSP90AA1/IL1B/NAMPT/TICAM1/TNF/ITPR3/CXCL2/NAIP/IKBKE/RBCK1/TRAF5/BIRC3/IRAK4/CXCL3/IFNA1/BCL2/PRKCD/MAPK3/IL6/RHOA/PLCB4/MAPK1/NLRP3/CHUK/TNFAIP3/CAMP/IRF7/ITPR1 60 KEGG hsa04625 C-type lectin receptor signaling pathway 38/1765 104/8135 0.0003598 0.001556 0.000974 SYK/CLEC7A/CALML4/PLCG2/CASP1/JUN/NFKBIA/PYCARD/MAPK13/PTGS2/CBLB/IRF9/STAT1/CASP8/PIK3CD/RELA/FCER1G/EGR2/IL1B/PIK3R1/TNF/ITPR3/PLK3/IKBKE/EGR3/RRAS2/RAF1/MALT1/PIK3R3/PRKCD/MAPK3/IL6/RHOA/MAPK1/NLRP3/CHUK/PAK1/ITPR1 38 KEGG hsa05134 Legionellosis 24/1765 57/8135 0.0004101 0.001751 0.001096 CASP1/ITGB2/ITGAM/CD14/NFKBIA/PYCARD/MYD88/BNIP3/HSPD1/CLK1/CASP8/BCL2L13/RELA/CR1/IL1B/TNF/CXCL2/NAIP/TLR5/CXCL3/IL6/CASP3/SAR1B/HSPA2 24 KEGG hsa05100 Bacterial invasion of epithelial cells 30/1765 77/8135 0.0004205 0.001772 0.001109 ARPC1B/ARPC2/ARPC5/ACTR3/CLTC/WASL/RHOG/ARHGAP10/PIK3CD/ARPC1A/ACTR2/ITGA5/ARPC3/ACTB/PIK3R1/CAV2/CLTCL1/VCL/PTK2/WASF1/CTTN/PIK3R3/DOCK1/MET/RAC1/ARPC5L/RHOA/HCLS1/ARHGEF26/CLTA 30 KEGG hsa04218 Cellular senescence 52/1765 156/8135 0.0004699 0.001956 0.001224 CDKN1A/GADD45A/GADD45B/MYC/CALML4/SMAD3/MAPK13/FOXO3/ATM/TRAF3IP2/FOXO1/PPP1CA/NBN/ZFP36L2/GADD45G/TGFB2/PIK3CD/PTEN/RELA/HLA-F/CDK1/CCNB2/CCNB1/MAP2K6/FOXM1/HLA-G/PIK3R1/ITPR3/HLA-B/ZFP36L1/HIPK3/HIPK2/PPP1CB/HLA-C/CCND1/SQSTM1/RRAS2/RB1/PPID/HLA-A/CCNE1/RAF1/CCNA2/TGFBR2/TGFB3/PIK3R3/MAPK3/IL6/CDK2/MAPK1/SLC25A6/ITPR1 52 KEGG hsa04664 Fc epsilon RI signaling pathway 27/1765 68/8135 0.0005664 0.002329 0.001457 RAC2/SYK/LCP2/PLCG2/BTK/INPP5D/VAV1/LAT/ALOX5/MAPK13/GRB2/LYN/PIK3CD/PLA2G4C/FCER1G/MAP2K6/PIK3R1/TNF/VAV3/RAF1/PIK3R3/MAPK3/RAC1/FCER1A/MAPK1/GAB2/FYN 27 KEGG hsa05212 Pancreatic cancer 29/1765 76/8135 0.000777 0.003149 0.001971 CDKN1A/GADD45A/RAC2/GADD45B/SMAD3/EGFR/ARHGEF6/STAT1/GADD45G/DDB2/TGFB2/PIK3CD/VEGFA/RALA/RELA/PIK3R1/CCND1/RB1/RAF1/TGFBR2/TGFB3/RPS6KB1/PIK3R3/MAPK3/RAC1/BAX/BAK1/MAPK1/CHUK 29 KEGG hsa04144 Endocytosis 76/1765 251/8135 0.0007848 0.003149 0.001971 ARPC1B/ARPC2/CCR5/IL2RB/IL2RG/PARD3/SMAD3/ARPC5/CYTH4/WIPF1/ACTR3/EGFR/CBLB/FOLR2/ARAP1/CLTC/CAPZB/PSD4/ARRB2/ASAP3/IQSEC1/WASL/CAPZA1/ACAP1/CHMP1B/CYTH1/ARPC1A/RAB31/RAB8A/ACTR2/HLA-F/ARPC3/SNX6/LDLR/GRK6/BIN1/SH3GL1/CXCR4/HLA-G/HLA-B/GRK5/RAB11FIP1/ZFYVE9/AMPH/ARRB1/KIF5C/CAV2/CLTCL1/IGF2R/HLA-C/CAPZA2/STAM2/IGF1R/HLA-A/SMURF2/RAB11FIP5/TGFBR2/CHMP7/ZFYVE16/GIT2/AP2A2/PML/ARPC5L/RHOA/ACAP2/NEDD4L/VPS37C/WWP1/TFRC/CLTA/HSPA2/EHD2/SH3GLB1/ARF3/SPG21/AP2S1 76 KEGG hsa04350 TGF-beta signaling pathway 34/1765 94/8135 0.0008859 0.003512 0.002198 MYC/ID4/SMAD3/TGIF1/ID2/SMAD7/INHBB/TGFB2/DCN/BMP4/ACVR2A/BMP5/TNF/ZFYVE9/CREBBP/SMURF2/TGFBR2/ACVR1B/ZFYVE16/THBS1/TGFB3/RPS6KB1/PPP2CB/TFDP1/SKP1/BMPR2/MAPK3/RHOA/MAPK1/PPP2R1B/BMP2/BMPR1A/FST/SMAD9 34 KEGG hsa04610 Complement and coagulation cascades 31/1765 85/8135 0.001256 0.004888 0.003059 C6/C7/TFPI/CFD/ITGB2/ITGAM/C1QA/SERPING1/C2/SERPINA5/CFH/C3AR1/CR1/SERPINA1/C1QB/ITGAX/BDKRB2/F8/CD46/F2R/THBD/CD55/PLAT/C1R/F10/BDKRB1/C5/C5AR1/CFB/CLU/KLKB1 31 KEGG hsa05224 Breast cancer 48/1765 147/8135 0.001262 0.004888 0.003059 CDKN1A/GADD45A/GADD45B/MYC/TCF7L2/TCF7L1/JUN/FZD2/HES1/EGFR/WNT11/FZD4/TNFSF11/GRB2/FGF2/FOS/FRAT2/FZD1/LEF1/GADD45G/DDB2/PIK3CD/WNT5B/PTEN/JAG1/WNT5A/NCOA1/PIK3R1/FZD10/CCND1/IGF1R/RB1/FGF4/NOTCH2/RAF1/NOTCH1/HEY2/RPS6KB1/FGF23/TCF7/FGFR1/WNT16/PIK3R3/MAPK3/BAX/BAK1/MAPK1/LRP6 48 KEGG hsa05150 Staphylococcus aureus infection 34/1765 96/8135 0.001352 0.005174 0.003238 FCGR3B/HLA-DMB/HLA-DPB1/HLA-DMA/HLA-DPA1/SELPLG/HLA-DRA/CFD/ITGB2/ITGAM/HLA-DOB/C1QA/ITGAL/PTAFR/C2/FCGR2B/HLA-DOA/FCGR2A/CFH/FPR3/C3AR1/FCGR2C/C1QB/HLA-DQA1/FPR1/C1R/KRT33A/HLA-DRB4/HLA-DQB1/CAMP/C5/C5AR1/KRT10/CFB 34 KEGG hsa05213 Endometrial cancer 23/1765 58/8135 0.001447 0.005475 0.003427 CDKN1A/GADD45A/GADD45B/MYC/TCF7L2/TCF7L1/EGFR/FOXO3/GRB2/LEF1/GADD45G/DDB2/PIK3CD/PTEN/PIK3R1/CCND1/RAF1/TCF7/PIK3R3/MAPK3/BAX/BAK1/MAPK1 23 KEGG hsa04932 Non-alcoholic fatty liver disease 49/1765 155/8135 0.002432 0.009098 0.005694 DDIT3/IRS2/JUN/ATF4/SOCS3/MAPK13/PPARG/ADIPOQ/XBP1/NR1H3/FOS/NDUFA3/CASP8/LEP/PIK3CD/UQCR11/RELA/SREBF1/IL1B/IRS1/NDUFS3/EIF2S1/PRKAA1/COX7A1/PIK3R1/TNF/BCL2L11/NDUFA9/NDUFB3/UQCRQ/NDUFB5/BID/CEBPA/EIF2AK3/UQCR10/NDUFA1/NDUFB11/ADIPOR2/NDUFB2/MLXIPL/FAS/PIK3R3/COX5A/IL6/RAC1/BAX/CASP3/COX7B/FASLG 49 KEGG hsa04926 Relaxin signaling pathway 42/1765 129/8135 0.00262 0.009695 0.006068 ADCY7/EDNRB/COL3A1/COL1A2/PRKACB/MMP1/JUN/NFKBIA/ATF4/EGFR/MAPK13/GRB2/GNA15/GNG5/FOS/ARRB2/COL1A1/PLCB1/PIK3CD/VEGFA/ADCY3/GNAI2/RELA/PLCB3/VEGFC/MMP9/ACTA2/PIK3R1/COL4A6/ARRB1/MMP13/GNG12/RAF1/TGFBR2/GNG10/PIK3R3/GNB1/MAPK3/PLCB4/MAPK1/COL4A5/GNG7 42 KEGG hsa04015 Rap1 signaling pathway 63/1765 210/8135 0.002712 0.009925 0.006212 RAC2/LCP2/ADCY7/MAGI2/CALML4/CSF1R/RASGRP3/DOCK4/ITGB2/ITGAM/EFNA5/PARD3/ITGAL/PRKCB/VAV1/LAT/EGFR/MAPK13/VASP/FGF2/PLCB1/EVL/TLN2/PIK3CD/VEGFA/RASGRP2/ADCY3/RALA/GNAI2/PLCB3/VEGFC/ACTB/MAP2K6/PRKD1/PFN1/PIK3R1/PDGFD/RAPGEF3/VAV3/IGF1R/FGF4/RAF1/LPAR1/PDGFC/F2R/THBS1/FPR1/RAP1B/FGF23/FGFR1/PIK3R3/MET/MAPK3/SIPA1L3/RAC1/RGS14/RHOA/PLCB4/MAPK1/LPAR2/PFN2/CSF1/KITLG 63 KEGG hsa04110 Cell cycle 41/1765 126/8135 0.002961 0.01072 0.006707 CDKN1A/GADD45A/GADD45B/MYC/PTTG1/SMAD3/CDC20/ATM/MCM5/CCNH/GADD45G/MCM2/TGFB2/WEE1/ABL1/CDK1/CCNB2/CCNB1/PCNA/HDAC1/CREBBP/TTK/CCND1/RB1/CCNE1/CCNA2/ANAPC15/BUB1B/MAD2L1/TGFB3/ORC2/TFDP1/SKP1/CDC25B/CDC23/CDK2/CDC16/YWHAZ/CDKN1B/CDC6/STAG1 41 KEGG hsa04141 Protein processing in endoplasmic reticulum 52/1765 171/8135 0.004509 0.01614 0.0101 PPP1R15A/DDIT3/DNAJB1/ATF4/SSR1/RPN2/SSR4/CRYAB/XBP1/BAG1/HSP90AB1/UBXN1/UGGT2/UBE2J1/HSP90AA1/PDIA3/WFS1/UGGT1/EIF2S1/DNAJC10/SEL1L/SEC24A/PDIA4/MAN1A1/SEC23B/DNAJA1/PDIA6/DERL1/ERP29/SEC61B/EDEM1/SEC63/EIF2AK3/EIF2AK2/SEC13/SSR3/NSFL1C/UBE2D3/HSPA5/SKP1/EDEM3/BCL2/BAX/BAK1/DERL2/SAR1B/DDOST/BAG2/HSPA2/UBE2G1/UBQLN2/SIL1 52 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 25/1765 70/8135 0.004909 0.01739 0.01089 CSK/PLCG2/CCL5/JUN/NFKBIA/EGFR/MAPK13/HBEGF/JAM3/LYN/ATP6V0E2/ATP6V1A/RELA/TJP1/ATP6V0B/CXCL2/TCIRG1/ATP6V1D/ATP6V0D1/CXCL3/MET/RAC1/CHUK/CASP3/PAK1 25 KEGG hsa03250 Viral life cycle - HIV-1 23/1765 63/8135 0.005015 0.01758 0.011 MX2/CD4/APOBEC3G/MAP1B/CCR5/APOBEC3F/ELL2/SERINC5/NUP153/MX1/APOBEC3B/SAMHD1/CXCR4/CPSF7/APOBEC3C/CREBBP/RAN/SERINC3/RANBP2/FURIN/BICD2/CCNT1/TNPO3 23 KEGG hsa05225 Hepatocellular carcinoma 51/1765 168/8135 0.005068 0.01758 0.011 CDKN1A/GADD45A/GADD45B/MYC/PLCG2/TCF7L2/TCF7L1/SMAD3/PRKCB/FZD2/EGFR/WNT11/FZD4/GRB2/FRAT2/FZD1/LEF1/GADD45G/DDB2/TGFB2/PIK3CD/NQO1/WNT5B/PTEN/ACTB/WNT5A/PIK3R1/FZD10/CCND1/IGF1R/RB1/RAF1/SMARCC2/TGFBR2/MGST3/TGFB3/RPS6KB1/TCF7/WNT16/PIK3R3/MET/MAPK3/BAX/BAK1/SMARCD3/MAPK1/GSTM2/GSTO1/SMARCD2/GSTM1/LRP6 51 KEGG hsa04071 Sphingolipid signaling pathway 38/1765 119/8135 0.005865 0.02014 0.0126 RAC2/PRKCB/MAPK13/SGPL1/PLCB1/PIK3CD/PTEN/GNAI2/RELA/PLCB3/FCER1G/TRADD/S1PR4/PIK3R1/TNF/BDKRB2/PPP2R2A/BID/RAF1/PPP2CB/ROCK2/PIK3R3/BCL2/GNA12/MAPK3/RAC1/BAX/RHOA/PLCB4/FCER1A/MAPK1/PPP2R5C/PPP2R1B/GAB2/PPP2R2D/SGMS1/CERS2/FYN 38 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 27/1765 79/8135 0.007002 0.02379 0.01489 PLCG2/PRKCB/EGFR/FOXO3/GRB2/AXL/FGF2/PIK3CD/VEGFA/JAK2/PTEN/PIK3R1/PDGFD/BCL2L11/EIF4E2/IGF1R/RAF1/PDGFC/RPS6KB1/NRG2/PIK3R3/MET/BCL2/MAPK3/IL6/BAX/MAPK1 27 KEGG hsa05218 Melanoma 25/1765 72/8135 0.0074 0.02489 0.01558 CDKN1A/GADD45A/GADD45B/EGFR/FGF2/GADD45G/DDB2/PIK3CD/PTEN/PIK3R1/PDGFD/CCND1/IGF1R/RB1/FGF4/RAF1/PDGFC/FGF23/FGFR1/PIK3R3/MET/MAPK3/BAX/BAK1/MAPK1 25 KEGG hsa05203 Viral carcinogenesis 59/1765 204/8135 0.008568 0.02853 0.01786 CDKN1A/SYK/TRAF3/CCR5/PRKACB/JUN/CDC20/GSN/NFKBIA/ATF4/GRB2/LYN/IRF9/IL6ST/CASP8/GTF2E1/SNW1/PMAIP1/PIK3CD/RELA/HLA-F/EGR2/TRAF1/CDK1/TRADD/HLA-G/PIK3R1/HLA-B/EGR3/HDAC1/HNRNPK/CREBBP/GTF2B/HLA-C/CCND1/TRAF5/RB1/HLA-A/CCNE1/CCNA2/EIF2AK2/GTF2E2/ATP6V0D1/POLB/HDAC3/PIK3R3/SRF/MAPK3/RAC1/BAX/BAK1/RHOA/CDK2/MAPK1/CASP3/YWHAZ/IRF7/CDKN1B/USP7 59 KEGG hsa04216 Ferroptosis 16/1765 41/8135 0.008796 0.029 0.01815 CYBB/ATG7/SLC39A14/SLC3A2/CP/MAP1LC3B/NCOA4/SLC39A8/GSS/ACSL5/TF/STEAP3/GPX4/TFRC/FTL/LPCAT3 16 KEGG hsa05226 Gastric cancer 45/1765 149/8135 0.008981 0.02906 0.01819 CDKN1A/GADD45A/GADD45B/MYC/TCF7L2/TCF7L1/SMAD3/FZD2/EGFR/WNT11/FZD4/GRB2/FGF2/FRAT2/FZD1/LEF1/GADD45G/DDB2/TGFB2/PIK3CD/WNT5B/WNT5A/PIK3R1/FZD10/CCND1/RB1/FGF4/CCNE1/RAF1/TGFBR2/TGFB3/RPS6KB1/FGF23/TCF7/WNT16/PIK3R3/MET/BCL2/MAPK3/BAX/BAK1/CDK2/MAPK1/CDKN1B/LRP6 45 KEGG hsa01524 Platinum drug resistance 25/1765 73/8135 0.008989 0.02906 0.01819 CDKN1A/TOP2A/FADD/REV3L/ATM/CASP8/PMAIP1/SLC31A1/PIK3CD/PIK3R1/BID/BIRC3/MGST3/FAS/PIK3R3/BCL2/MAPK3/BAX/BAK1/MAPK1/GSTM2/GSTO1/CASP3/FASLG/GSTM1 25 KEGG hsa04722 Neurotrophin signaling pathway 37/1765 119/8135 0.01034 0.03312 0.02073 CALML4/PLCG2/RPS6KA1/ARHGDIB/JUN/NFKBIA/ATF4/SH2B3/MAPK13/FOXO3/NTRK2/GRB2/PIK3CD/MAPK7/ABL1/RELA/IRS1/PIK3R1/PSEN2/IRAK3/MAGED1/RAF1/MATK/IRAK4/RAP1B/PSEN1/PIK3R3/BCL2/PRKCD/MAPK3/RAC1/BAX/RHOA/MAPK1/FASLG/NFKBIE/IRAK1 37 KEGG hsa04152 AMPK signaling pathway 37/1765 120/8135 0.01191 0.03777 0.02364 IRS2/PPARG/ADIPOQ/FOXO3/FOXO1/ACACB/FBP1/LEP/PCK1/PIK3CD/FASN/EEF2/SREBF1/RAB8A/PPARGC1A/SCD/LIPE/IRS1/PRKAA1/PFKFB3/PIK3R1/PPP2R2A/CAB39L/CCND1/IGF1R/CCNA2/RPS6KB1/PPP2CB/ADIPOR2/PIK3R3/ACACA/PPP2R5C/PPP2R1B/PPP2R2D/TBC1D1/ULK1/GYS2 37 KEGG hsa05110 Vibrio cholerae infection 18/1765 50/8135 0.01437 0.04502 0.02817 PLCG2/PRKACB/KDELR3/ATP6V0E2/ATP6V1A/TJP2/ADCY3/KCNQ1/TJP1/ACTB/ATP6V0B/PDIA4/TCIRG1/SLC12A2/SEC61B/ATP6V1D/ATP6V0D1/KDELR2 18 KEGG hsa04140 Autophagy - animal 42/1765 141/8135 0.01446 0.04502 0.02817 GABARAPL1/CTSB/IRS2/PRKACB/ATG7/BNIP3/DDIT4/RRAGA/RRAGC/MAP1LC3B/PIK3CD/PTEN/RAB8A/LAMP2/VAMP8/IRS1/EIF2S1/UVRAG/PRKAA1/RRAGB/PIK3R1/PRKCQ/MTMR14/ATG2A/RB1CC1/IGF1R/SQSTM1/RRAS2/ATG4A/RAF1/EIF2AK3/CTSL/RPS6KB1/PPP2CB/PIK3R3/BCL2/PRKCD/MAPK3/MAPK1/SH3GLB1/ULK1/ITPR1 42 KEGG hsa05223 Non-small cell lung cancer 24/1765 72/8135 0.01476 0.04514 0.02825 CDKN1A/GADD45A/GADD45B/PLCG2/PRKCB/EGFR/FOXO3/GRB2/GADD45G/DDB2/PIK3CD/ALK/PIK3R1/KIF5C/EML4/CCND1/RB1/RAF1/PIK3R3/MET/MAPK3/BAX/BAK1/MAPK1 24 KEGG hsa04390 Hippo signaling pathway 46/1765 157/8135 0.01477 0.04514 0.02825 SAV1/MYC/TCF7L2/ITGB2/TCF7L1/PARD3/SMAD3/FZD2/WNT11/FZD4/ID2/SMAD7/PPP1CA/FZD1/LEF1/YAP1/TGFB2/DLG5/WNT5B/BMP4/ACTB/WNT5A/BMP5/FZD10/LLGL2/STK3/PPP1CB/PPP2R2A/CCND1/AREG/TEAD1/MOB1A/BIRC3/TGFBR2/TGFB3/TEAD3/PPP2CB/TCF7/WNT16/BMPR2/PPP2R1B/BMP2/BMPR1A/PPP2R2D/SNAI2/YWHAZ 46 KEGG hsa04270 Vascular smooth muscle contraction 40/1765 134/8135 0.01612 0.04881 0.03055 ADCY7/ADM/CALML4/AGTR1/PRKACB/PRKCB/PLA2G2D/MYH11/PPP1CA/PLCB1/RAMP2/NPR2/PLA2G4C/ADCY3/PLCB3/ACTA2/MYLK/ITPR3/PRKCQ/KCNMB1/PPP1CB/NPR1/GNA11/CALCRL/RAF1/MYL9/ROCK2/PLA2G2F/GNA12/PRKCD/MAPK3/RHOA/PLCB4/CALD1/MAPK1/PRKCH/PPP1R12A/ACTG2/PLA2G2A/ITPR1 40 KEGG hsa04630 JAK-STAT signaling pathway 47/1765 162/8135 0.0166 0.0498 0.03117 CDKN1A/PTPN6/MYC/IL7R/IL2RB/SOCS2/IL2RG/IL27RA/GHR/IL21R/SOCS3/EGFR/AOX1/PIM1/IL10RA/CSF2RB/GRB2/IFNAR2/IL15/IRF9/STAT1/IL6ST/LEP/IL12RB1/PIK3CD/JAK2/IL15RA/LIFR/CSF2RA/IL10RB/CSF3R/STAT4/PIK3R1/CREBBP/CCND1/IFNGR2/STAM2/RAF1/PIAS1/IL7/PIK3R3/IFNA1/BCL2/IL6/LIF/IL12RB2/STAT6 47 KEGG hsa00562 Inositol phosphate metabolism 24/1765 73/8135 0.01758 0.05228 0.03272 PLCG2/INPP5D/INPP5A/ITPKC/FIG4/INPP4A/PLCB1/ITPKB/PIK3CD/PTEN/MTMR1/PLCB3/PIK3CG/MINPP1/MTMR14/ALDH6A1/MTMR2/IMPA2/INPP4B/INPP1/PLCB4/ISYNA1/SYNJ2/SACM1L 24 KEGG hsa01523 Antifolate resistance 12/1765 30/8135 0.01784 0.05257 0.0329 TYMS/GGH/ABCC4/FOLR2/RELA/ABCC3/IL1B/TNF/SHMT2/IL6/CHUK/ABCC5 12 KEGG hsa04371 Apelin signaling pathway 41/1765 139/8135 0.01835 0.05359 0.03354 ADCY7/KLF2/CALML4/EGR1/AGTR1/APLNR/PRKACB/SMAD3/PLIN1/GNG5/PLCB1/MAP1LC3B/TFAM/ADCY3/JAG1/GNAI2/PLCB3/PPARGC1A/SLC8A1/PIK3CG/LIPE/PRKAA1/ACTA2/MYLK/ITPR3/MEF2C/SPP1/GNG12/CCND1/RRAS2/RAF1/RPS6KB1/PLAT/GNG10/GNB1/MAPK3/PLCB4/MAPK1/GNG7/ITPR1/MEF2D 41 KEGG hsa04022 cGMP-PKG signaling pathway 48/1765 167/8135 0.01854 0.05367 0.03359 ADCY7/EDNRB/CALML4/AGTR1/IRS2/ATF4/VASP/ATP2A3/PPP1CA/GTF2IRD1/PLCB1/RGS2/NPR2/ADCY3/GNAI2/PLCB3/SLC8A1/PLN/PIK3CG/IRS1/PDE2A/ATP1A1/MYLK/ITPR3/MEF2C/KCNMB1/BDKRB2/ADRA2A/PPP1CB/NPR1/GNA11/RAF1/MYL9/ROCK2/SRF/GNA12/MAPK3/RHOA/ADRA2C/PLCB4/MAPK1/ATP2B4/PPP1R12A/PPIF/SLC25A6/ATP1A2/ITPR1/MEF2D 48 KEGG hsa05217 Basal cell carcinoma 21/1765 63/8135 0.02167 0.06221 0.03894 CDKN1A/GADD45A/GADD45B/TCF7L2/TCF7L1/FZD2/WNT11/FZD4/FZD1/LEF1/GADD45G/DDB2/WNT5B/BMP4/WNT5A/FZD10/TCF7/WNT16/BAX/BAK1/BMP2 21 KEGG hsa04910 Insulin signaling pathway 40/1765 137/8135 0.02316 0.06592 0.04126 CALML4/SORBS1/SOCS2/HK3/IRS2/PRKACB/SOCS3/INPP5A/CBLB/FOXO1/GRB2/ACACB/PPP1CA/FBP1/PCK1/PIK3CD/FASN/PPP1R3C/SREBF1/PPARGC1A/LIPE/IRS1/MKNK2/PRKAA1/PIK3R1/MKNK1/TRIP10/RHOQ/PPP1CB/EIF4E2/RAF1/RPS6KB1/PHKA1/PIK3R3/MAPK3/ACACA/MAPK1/PHKB/PTPRF/GYS2 40 KEGG hsa04929 GnRH secretion 21/1765 64/8135 0.02585 0.07295 0.04566 PRKCB/ARRB2/PLCB1/PIK3CD/KCNN4/PLCB3/PIK3R1/ITPR3/SPP1/ARRB1/GNA11/KCNN3/RAF1/PIK3R3/TRPC1/MAPK3/KCNJ5/PLCB4/MAPK1/GPER1/ITPR1 21 KEGG hsa00603 Glycosphingolipid biosynthesis - globo and isoglobo series 7/1765 15/8135 0.02763 0.07731 0.04839 NAGA/B3GALNT1/HEXB/A4GALT/ST8SIA1/ST3GAL2/HEXA 7 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 41/1765 143/8135 0.02902 0.08053 0.0504 KLF4/MYC/ID4/SMAD3/FZD2/MAPK13/WNT11/FZD4/ID2/GRB2/FGF2/ZFHX3/INHBB/FZD1/IL6ST/PIK3CD/WNT5B/JAK2/BMP4/LIFR/ACVR2A/WNT5A/PIK3R1/TBX3/FZD10/IGF1R/RAF1/ACVR1B/TCF7/FGFR1/WNT16/BMPR2/PIK3R3/MAPK3/PCGF3/LIF/MAPK1/BMPR1A/KAT6A/PCGF2/SMAD9 41 KEGG hsa04512 ECM-receptor interaction 27/1765 88/8135 0.03055 0.08338 0.05218 SDC1/COL1A2/SDC4/LAMA2/THBS3/ITGA4/COL1A1/LAMA4/LAMA3/ITGA10/ITGA5/LAMC1/CD47/SPP1/COL4A6/LAMA5/ITGB7/LAMC3/ITGA7/LAMC2/COMP/THBS1/LAMB2/COL4A5/AGRN/THBS2/HMMR 27 KEGG hsa04540 Gap junction 27/1765 88/8135 0.03055 0.08338 0.05218 ADCY7/PRKACB/PRKCB/EGFR/GRB2/PLCB1/ADCY3/MAPK7/GNAI2/PLCB3/TJP1/CDK1/TUBA1A/PDGFD/ITPR3/TUBA4A/GNA11/RAF1/LPAR1/TUBA1B/PDGFC/TUBA1C/MAPK3/PLCB4/MAPK1/DRD1/ITPR1 27 KEGG hsa05211 Renal cell carcinoma 22/1765 69/8135 0.03165 0.08569 0.05363 CDKN1A/JUN/GRB2/TGFB2/PIK3CD/VEGFA/PIK3R1/CREBBP/RAF1/TGFB3/EGLN1/TFE3/RAP1B/PAK2/SLC2A1/PIK3R3/MET/MAPK3/RAC1/MAPK1/ARNT/PAK1 22 KEGG hsa04072 Phospholipase D signaling pathway 42/1765 148/8135 0.0322 0.0858 0.0537 SYK/ADCY7/PLCG2/AGTR1/CYTH4/EGFR/GRB2/PLCB1/CYTH1/PIK3CD/AGPAT4/PLA2G4C/ADCY3/RALA/PLCB3/DGKZ/FCER1G/PIK3CG/PIK3R1/PDGFD/RAPGEF3/RRAS2/RAF1/LPAR1/LPAR6/GRM6/PDGFC/F2R/PIK3R3/GNA12/MAPK3/RHOA/PLCB4/FCER1A/MAPK1/DGKA/PTK2B/GRM3/LPAR2/GAB2/KITLG/FYN 42 KEGG hsa04931 Insulin resistance 32/1765 108/8135 0.03221 0.0858 0.0537 RPS6KA1/IRS2/PRKCB/NFKBIA/SOCS3/FOXO1/NR1H3/ACACB/PPP1CA/PCK1/PIK3CD/PTEN/PPP1R3C/RELA/SREBF1/PPARGC1A/IRS1/PRKAA1/PIK3R1/TNF/PRKCQ/SLC27A3/PPP1CB/TRIB3/RPS6KB1/SLC2A1/MLXIPL/PIK3R3/PRKCD/IL6/PTPRF/GYS2 32 KEGG hsa04066 HIF-1 signaling pathway 32/1765 109/8135 0.03641 0.09622 0.06023 CDKN1A/CYBB/PLCG2/HK3/TIMP1/PRKCB/EGFR/PIK3CD/VEGFA/RELA/LDHB/TF/MKNK2/PFKFB3/PIK3R1/MKNK1/CREBBP/EIF4E2/IFNGR2/IGF1R/LDHA/EGLN1/RPS6KB1/SLC2A1/PIK3R3/BCL2/MAPK3/IL6/MAPK1/TFRC/ARNT/CDKN1B 32 KEGG hsa04014 Ras signaling pathway 62/1765 232/8135 0.03791 0.0994 0.06221 RAC2/CALML4/PLCG2/CSF1R/RASGRP3/RASGRP1/EFNA5/PRKACB/PRKCB/LAT/EGFR/PLA2G2D/NTRK2/ETS2/GRB2/ZAP70/GNG5/FGF2/PIK3CD/VEGFA/PLA2G4C/RASGRP2/RALA/ABL1/RELA/RASA1/VEGFC/PIK3R1/PDGFD/GNG12/IGF1R/EXOC2/RRAS2/FGF4/RAF1/RGL2/RGL1/PDGFC/ABL2/RAP1B/FGF23/BRAP/FGFR1/PAK2/GNG10/FOXO4/PIK3R3/MET/PLA2G2F/GNB1/MAPK3/RAC1/RHOA/MAPK1/CHUK/GAB2/PAK1/FASLG/CSF1/KITLG/PLA2G2A/GNG7 62 KEGG hsa01522 Endocrine resistance 29/1765 98/8135 0.04065 0.1058 0.06619 CDKN1A/ADCY7/PRKACB/JUN/EGFR/MAPK13/HBEGF/GRB2/FOS/PIK3CD/ADCY3/JAG1/MMP9/PIK3R1/CCND1/IGF1R/RB1/NOTCH2/PTK2/RAF1/NOTCH1/RPS6KB1/PIK3R3/BCL2/MAPK3/BAX/MAPK1/GPER1/CDKN1B 29 KEGG hsa05143 African trypanosomiasis 13/1765 37/8135 0.04216 0.1088 0.06812 PRKCB/MYD88/APOL1/LAMA4/PLCB1/IDO1/PLCB3/IL1B/TNF/FAS/IL6/PLCB4/FASLG 13 KEGG hsa04934 Cushing syndrome 43/1765 155/8135 0.04329 0.1109 0.0694 CDKN1A/ADCY7/TCF7L2/AGTR1/TCF7L1/NR4A1/PRKACB/FZD2/ATF4/EGFR/KCNK3/WNT11/FZD4/FZD1/LEF1/PLCB1/WNT5B/ADCY3/GNAI2/PLCB3/AHR/LDLR/WNT5A/ITPR3/FZD10/CCND1/GNA11/RB1/CCNE1/PBX1/CYP11A1/RAP1B/TCF7/WNT16/MAPK3/PDE8B/PLCB4/CDK2/MAPK1/ARNT/PDE8A/CDKN1B/ITPR1 43 KEGG hsa03320 PPAR signaling pathway 23/1765 75/8135 0.04375 0.1112 0.0696 FABP4/SORBS1/MMP1/PLIN1/PPARG/ADIPOQ/PLIN2/LPL/NR1H3/UBC/PCK1/ACSL5/SCD/ACADL/ME1/OLR1/HMGCS1/ANGPTL4/PLTP/FABP5/FABP3/ACAA1/EHHADH 23 KEGG hsa05219 Bladder cancer 14/1765 41/8135 0.0452 0.1135 0.07104 CDKN1A/MYC/MMP1/EGFR/HBEGF/VEGFA/MMP9/CCND1/RB1/RAF1/THBS1/MAPK3/MAPK1/TYMP 14 KEGG hsa04923 Regulation of lipolysis in adipocytes 18/1765 56/8135 0.04534 0.1135 0.07104 ADCY7/FABP4/IRS2/PRKACB/PLIN1/PTGS2/PNPLA2/NPY1R/PIK3CD/ADCY3/ABHD5/GNAI2/LIPE/IRS1/PIK3R1/NPR1/PTGS1/PIK3R3 18 KEGG hsa04978 Mineral absorption 19/1765 60/8135 0.04672 0.1161 0.07267 MT1HL1/MT1X/MT1E/MT1H/ATOX1/MT1M/MT1G/MT2A/VDR/MT1F/SLC31A1/SLC8A1/TF/ATP1A1/CYBRD1/ATP2B4/FTL/ATP1A2/SLC26A3 19 KEGG hsa04150 mTOR signaling pathway 43/1765 156/8135 0.04763 0.1175 0.07354 GRB10/RPS6KA1/PRKCB/FZD2/WNT11/FZD4/GRB2/DDIT4/RRAGA/RRAGC/SLC3A2/FZD1/ATP6V1A/CLIP1/PIK3CD/WNT5B/PTEN/IRS1/WNT5A/PRKAA1/RRAGB/PIK3R1/TNF/LAMTOR2/FZD10/EIF4E2/CAB39L/IGF1R/RAF1/ATP6V1D/LPIN1/SEC13/RPS6KB1/WNT16/PIK3R3/MAPK3/RHOA/MAPK1/CHUK/EIF4B/LRP6/ULK1/WDR59 43 KEGG hsa04530 Tight junction 46/1765 169/8135 0.05056 0.1238 0.07748 ARPC1B/ARPC2/ARHGEF18/PARD3/PRKACB/YBX3/JUN/ARPC5/WAS/ACTR3/JAM3/MYH11/MPDZ/VASP/TJP2/AMOTL2/ARPC1A/RAB8A/TJP1/ACTR2/ARPC3/ACTB/CLDN5/TUBA1A/PRKAA1/PCNA/TUBA4A/LLGL2/MICALL2/PPP2R2A/CCND1/TUBA1B/CTTN/EPB41L4B/PPP2CB/MYL9/ROCK2/TUBA1C/RAC1/ARPC5L/RHOA/NEDD4L/HCLS1/PPP2R1B/PPP2R2D/CLDN7 46 KEGG hsa03013 Nucleocytoplasmic transport 31/1765 108/8135 0.05165 0.1249 0.07819 EIF4A3/NXF1/NUP62/NUP210/AHCTF1/NXT1/UPF3A/SRRM1/NUP153/NUP37/POM121C/NUP43/PNN/RAN/NUP50/KPNA2/XPO6/NCBP1/SNUPN/SEC13/SUMO4/RANBP2/UPF1/SAP18/NUP155/IPO5/NUP54/TNPO3/KPNA3/RNPS1/UPF2 31 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 17/1765 53/8135 0.05177 0.1249 0.07819 PRKACB/PRKCB/VDR/CLTC/PLCB1/PLCB3/SLC8A1/PTH1R/ATP1A1/BDKRB2/CLTCL1/AP2A2/PLCB4/ATP2B4/CLTA/ATP1A2/AP2S1 17 KEGG hsa04360 Axon guidance 49/1765 182/8135 0.05316 0.1274 0.07971 RAC2/SEMA4D/PLCG2/EFNA5/ABLIM1/PARD3/PLXNA1/SEMA4A/CXCL12/EFNB2/CDK5/SEMA3E/PLXNC1/PIK3CD/EPHB2/WNT5B/ABL1/GNAI2/SEMA3G/RASA1/UNC5C/SEMA3C/RND1/WNT5A/CXCR4/PIK3R1/PTK2/RAF1/PLXNB2/RGS3/NRP1/MYL9/ROCK2/PAK2/LRIG2/BMPR2/PIK3R3/MET/TRPC1/MAPK3/RAC1/RYK/RHOA/MAPK1/EPHB3/SEMA4C/SEMA3B/PAK1/FYN 49 KEGG hsa04920 Adipocytokine signaling pathway 21/1765 69/8135 0.05639 0.134 0.08386 IRS2/NFKBIA/SOCS3/ADIPOQ/ACACB/LEP/PCK1/JAK2/ACSL5/RELA/PPARGC1A/IRS1/TRADD/PRKAA1/TNF/PRKCQ/TNFRSF1B/ADIPOR2/SLC2A1/CHUK/NFKBIE 21 KEGG hsa04919 Thyroid hormone signaling pathway 34/1765 121/8135 0.05673 0.134 0.08386 MYC/PLCG2/PRKACB/PRKCB/FOXO1/STAT1/ATP2A3/DIO3/PLCB1/PIK3CD/RCAN2/BMP4/PLCB3/PLN/ACTB/NCOA1/ATP1A1/PIK3R1/MED13L/HDAC1/CREBBP/THRB/CCND1/NOTCH2/RAF1/NOTCH1/SLC2A1/HDAC3/PIK3R3/MAPK3/PLCB4/MAPK1/THRA/ATP1A2 34 KEGG hsa04012 ErbB signaling pathway 25/1765 85/8135 0.05811 0.1357 0.08495 CDKN1A/MYC/PLCG2/JUN/PRKCB/EGFR/CBLB/HBEGF/GRB2/PIK3CD/ABL1/EREG/PIK3R1/AREG/PTK2/RAF1/RPS6KB1/ABL2/NRG2/PAK2/PIK3R3/MAPK3/MAPK1/PAK1/CDKN1B 25 KEGG hsa04912 GnRH signaling pathway 27/1765 93/8135 0.05828 0.1357 0.08495 ADCY7/CALML4/EGR1/PRKACB/JUN/PRKCB/ATF4/EGFR/MAPK13/HBEGF/GRB2/PLCB1/PLA2G4C/ADCY3/MAPK7/PLCB3/MAP2K6/ITPR3/GNA11/RAF1/MAP3K4/PRKCD/MAPK3/PLCB4/MAPK1/PTK2B/ITPR1 27 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 28/1765 98/8135 0.06528 0.151 0.09448 ADCY7/CALML4/PLCG2/TRPV2/PRKACB/PRKCB/MAPK13/PPP1CA/PLCB1/PIK3CD/PLA2G4C/ADCY3/IL1R1/PLCB3/IL1B/MAP2K6/PIK3R1/ITPR3/PRKCQ/BDKRB2/PPP1CB/PIK3R3/PRKCD/PLCB4/P2RY2/PRKCH/BDKRB1/ITPR1 28 KEGG hsa00620 Pyruvate metabolism 15/1765 47/8135 0.06777 0.1556 0.09741 ADH1B/ADH1C/AKR1A1/ACACB/ME2/PCK1/ADH5/LDHB/ACAT2/PC/ME1/ACAT1/ALDH2/LDHA/ACACA 15 KEGG hsa04935 Growth hormone synthesis, secretion and action 33/1765 119/8135 0.07008 0.1598 0.1 ADCY7/PLCG2/JUNB/SOCS2/IRS2/PRKACB/PRKCB/GHR/ATF4/SOCS3/MAPK13/GRB2/STAT1/FOS/PLCB1/PIK3CD/ADCY3/JAK2/GNAI2/PLCB3/IRS1/MAP2K6/PIK3R1/ITPR3/CREBBP/GNA11/PTK2/RAF1/PIK3R3/MAPK3/PLCB4/MAPK1/ITPR1 33 KEGG hsa04370 VEGF signaling pathway 18/1765 59/8135 0.07203 0.1632 0.1021 RAC2/PLCG2/PRKCB/MAPK13/PTGS2/MAPKAPK3/PIK3CD/VEGFA/PLA2G4C/HSPB1/SH2D2A/PIK3R1/PTK2/RAF1/PIK3R3/MAPK3/RAC1/MAPK1 18 KEGG hsa05214 Glioma 22/1765 75/8135 0.07403 0.1666 0.1043 CDKN1A/GADD45A/GADD45B/CALML4/PLCG2/PRKCB/EGFR/GRB2/GADD45G/DDB2/PIK3CD/PTEN/PIK3R1/CCND1/IGF1R/RB1/RAF1/PIK3R3/MAPK3/BAX/BAK1/MAPK1 22 KEGG hsa04921 Oxytocin signaling pathway 41/1765 154/8135 0.08317 0.1859 0.1163 CDKN1A/ADCY7/CALML4/PRKACB/JUN/PRKCB/CD38/EGFR/PTGS2/FOS/PPP1CA/PLCB1/RGS2/NPR2/PLA2G4C/EEF2/ADCY3/MAPK7/GNAI2/PLCB3/CACNB2/PIK3CG/ACTB/PRKAA1/MYLK/ITPR3/MEF2C/PPP1CB/NPR1/CCND1/KCNJ2/RAF1/MYL9/ROCK2/MAPK3/KCNJ5/RHOA/PLCB4/MAPK1/PPP1R12A/ITPR1 41 KEGG hsa04137 Mitophagy - animal 21/1765 72/8135 0.08376 0.1859 0.1164 GABARAPL1/JUN/ATF4/FOXO3/BNIP3/UBC/MAP1LC3B/BCL2L13/CITED2/CALCOCO2/RELA/PINK1/TBC1D15/BNIP3L/CSNK2A2/SQSTM1/RRAS2/EIF2AK3/RPS27A/TFE3/ULK1 21 KEGG hsa04310 Wnt signaling pathway 44/1765 167/8135 0.08612 0.1899 0.1189 RAC2/SFRP1/MYC/TCF7L2/TCF7L1/PRKACB/DAAM2/SMAD3/JUN/PRKCB/FZD2/WNT11/FZD4/FRAT2/FZD1/LEF1/PLCB1/WNT5B/NLK/PLCB3/LGR4/CACYBP/WNT5A/SOX17/SIAH1/TLE2/FZD10/CSNK2A2/CREBBP/CCND1/TLE1/WIF1/PSEN1/TCF7/ROCK2/SKP1/WNT16/RAC1/RYK/RHOA/PLCB4/GPC4/SFRP4/LRP6 44 KEGG hsa04217 Necroptosis 42/1765 159/8135 0.08888 0.1947 0.1219 CYBB/CASP1/FADD/PYCARD/PARP1/IFNAR2/IRF9/STAT1/TNFSF10/CASP8/CHMP1B/HSP90AB1/PLA2G4C/JAK2/HSP90AA1/IL1B/TRADD/STAT4/TICAM1/TNF/TLR3/RBCK1/IFNGR2/TRAF5/FAF1/SQSTM1/PPID/BID/BIRC3/EIF2AK2/CHMP7/FAS/IFNA1/BCL2/BAX/NLRP3/TNFAIP3/FTL/FASLG/SLC25A6/SPATA2/STAT6 42 KEGG hsa04070 Phosphatidylinositol signaling system 27/1765 97/8135 0.09078 0.1976 0.1237 CALML4/PLCG2/INPP5D/PRKCB/INPP5A/ITPKC/INPP4A/PLCB1/ITPKB/PIK3CD/PTEN/MTMR1/PLCB3/DGKZ/PIK3R1/ITPR3/MTMR14/MTMR2/IMPA2/INPP4B/PIK3R3/INPP1/PLCB4/DGKA/SYNJ2/ITPR1/SACM1L 27 KEGG hsa00531 Glycosaminoglycan degradation 7/1765 19/8135 0.09707 0.2099 0.1314 HPSE/HEXB/HYAL1/ARSB/GNS/HEXA/GUSB 7 KEGG hsa04972 Pancreatic secretion 28/1765 102/8135 0.09933 0.2134 0.1336 ADCY7/PRKCB/CD38/PLA2G2D/ATP2A3/PLCB1/ADCY3/KCNQ1/PLCB3/RAB8A/CPB1/ATP1A1/ITPR3/SLC12A2/RAP1B/CA2/PLA2G2F/TRPC1/RAC1/RHOA/PLCB4/SCT/ATP2B4/BST1/ATP1A2/PLA2G2A/ITPR1/SLC26A3 28 KEGG hsa05415 Diabetic cardiomyopathy 52/1765 203/8135 0.1008 0.2152 0.1347 RAC2/NCF1/CYBB/AGTR1/COL3A1/COL1A2/SMAD3/PRKCB/MAPK13/NCF4/PARP1/ATP2A3/NCF2/PPP1CA/CYBA/NDUFA3/COL1A1/PLCB1/TGFB2/PIK3CD/PTEN/UQCR11/RELA/PDK4/PLCB3/PLN/IRS1/NDUFS3/MMP9/COX7A1/PIK3R1/NDUFA9/NDUFB3/UQCRQ/PPP1CB/NDUFB5/UQCR10/TGFBR2/NDUFA1/TGFB3/NDUFB11/NDUFB2/SLC2A1/PIK3R3/COX5A/PRKCD/RAC1/PLCB4/COX7B/PPIF/SLC25A6/GYS2 52 KEGG hsa00380 Tryptophan metabolism 13/1765 42/8135 0.1047 0.2221 0.139 MAOA/KMO/AOX1/KYNU/TDO2/IDO1/ACAT2/ACAT1/ALDH2/GCDH/AOC1/MAOB/EHHADH 13 KEGG hsa04728 Dopaminergic synapse 35/1765 132/8135 0.1077 0.2271 0.1421 CALML4/PRKACB/PRKCB/ATF4/MAOA/MAPK13/GNG5/FOS/PPP1CA/ARRB2/SLC6A3/PLCB1/COMT/GNAI2/PLCB3/ARNTL/ITPR3/ARRB1/KIF5C/PPP1CB/PPP2R2A/GNG12/PPP2CB/GNG10/MAOB/GNB1/KCNJ5/PLCB4/PPP2R5C/PPP2R1B/PPP2R2D/GNAL/DRD1/GNG7/ITPR1 35 KEGG hsa00430 Taurine and hypotaurine metabolism 6/1765 16/8135 0.1125 0.2355 0.1474 FMO2/CDO1/GGT5/FMO1/ADO/GAD1 6 KEGG hsa04710 Circadian rhythm 10/1765 31/8135 0.1155 0.2403 0.1504 PER3/RORA/CRY2/BHLHE40/PRKAA1/ARNTL/NPAS2/CRY1/PER2/SKP1 10 KEGG hsa04330 Notch signaling pathway 17/1765 59/8135 0.1221 0.2526 0.1581 HES1/SNW1/ATXN1/JAG1/TLE2/PSEN2/HDAC1/CREBBP/NOTCH2/APH1B/TLE1/MFNG/NOTCH1/HEY2/PSEN1/NCSTN/PTCRA 17 KEGG hsa04916 Melanogenesis 27/1765 101/8135 0.1335 0.2736 0.1713 ADCY7/EDNRB/CALML4/TCF7L2/TCF7L1/PRKACB/PRKCB/FZD2/WNT11/FZD4/FZD1/LEF1/PLCB1/WNT5B/ADCY3/GNAI2/PLCB3/WNT5A/FZD10/CREBBP/RAF1/TCF7/WNT16/MAPK3/PLCB4/MAPK1/KITLG 27 KEGG hsa00650 Butanoate metabolism 9/1765 28/8135 0.1339 0.2736 0.1713 ACAT2/BDH2/ACSM5/HMGCS1/ACAT1/GAD1/ALDH5A1/AACS/EHHADH 9 KEGG hsa00640 Propanoate metabolism 10/1765 32/8135 0.1369 0.2761 0.1728 ACACB/ACSS3/LDHB/BCKDHB/HIBCH/ALDH6A1/PCCB/LDHA/ACACA/EHHADH 10 KEGG hsa04215 Apoptosis - multiple species 10/1765 32/8135 0.1369 0.2761 0.1728 FADD/CASP8/PMAIP1/BCL2L11/BID/BIRC3/BCL2/BAX/BAK1/CASP3 10 KEGG hsa04730 Long-term depression 17/1765 60/8135 0.1377 0.2761 0.1728 PRKCB/LYN/PLCB1/PLA2G4C/GNAI2/PLCB3/ITPR3/GNA11/IGF1R/RAF1/PPP2CB/GNA12/MAPK3/PLCB4/MAPK1/PPP2R1B/ITPR1 17 KEGG hsa00350 Tyrosine metabolism 11/1765 36/8135 0.1387 0.2767 0.1732 ADH1B/ADH1C/AOC3/MAOA/AOX1/ADH5/COMT/AOC2/FAH/PNMT/MAOB 11 KEGG hsa00280 Valine, leucine and isoleucine degradation 14/1765 48/8135 0.14 0.2774 0.1736 AOX1/ACAT2/BCKDHB/HMGCS1/ACAT1/HIBCH/ALDH2/ALDH6A1/PCCB/AUH/AACS/ACAA1/BCAT2/EHHADH 14 KEGG hsa04914 Progesterone-mediated oocyte maturation 27/1765 102/8135 0.1458 0.2872 0.1798 ADCY7/STK10/RPS6KA1/PRKACB/MAPK13/HSP90AB1/PIK3CD/ADCY3/GNAI2/HSP90AA1/CDK1/CCNB2/CCNB1/PIK3R1/IGF1R/RAF1/CCNA2/ANAPC15/MAD2L1/PIK3R3/CDC25B/MAPK3/CDC23/CDK2/MAPK1/CDC16/CPEB1 27 KEGG hsa04925 Aldosterone synthesis and secretion 26/1765 98/8135 0.1483 0.2888 0.1808 ADCY7/CALML4/AGTR1/NR4A2/NR4A1/PRKACB/PRKCB/ATF4/KCNK3/PLCB1/ADCY3/PLCB3/LDLR/LIPE/PDE2A/PRKD1/ATP1A1/ITPR3/NPR1/GNA11/CYP11A1/KCNJ5/PLCB4/ATP2B4/ATP1A2/ITPR1 26 KEGG hsa05231 Choline metabolism in cancer 26/1765 98/8135 0.1483 0.2888 0.1808 RAC2/WASF3/JUN/PRKCB/WAS/EGFR/GRB2/FOS/PIK3CD/CHPT1/PLA2G4C/CHKA/DGKZ/LYPLA1/PIK3R1/PDGFD/RAF1/WASF1/PDGFC/RPS6KB1/SLC44A1/PIK3R3/MAPK3/RAC1/MAPK1/DGKA 26 KEGG hsa04927 Cortisol synthesis and secretion 18/1765 65/8135 0.1524 0.2935 0.1837 ADCY7/AGTR1/NR4A1/PRKACB/ATF4/KCNK3/PLCB1/ADCY3/PLCB3/LDLR/ITPR3/GNA11/PBX1/CYP11A1/PDE8B/PLCB4/PDE8A/ITPR1 18 KEGG hsa00920 Sulfur metabolism 4/1765 10/8135 0.1525 0.2935 0.1837 PAPSS1/ETHE1/MPST/PAPSS2 4 KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 55/1765 223/8135 0.1568 0.3 0.1878 NCF1/JUN/NFKBIA/EGFR/AKR1A1/MAPK13/FOXO3/GRB2/AKR1C1/FOS/NCF2/CYBA/NDUFA3/CBR1/PIK3CD/VEGFA/NQO1/PTEN/UQCR11/ABL1/RELA/AHR/NDUFS3/PRKD1/COX7A1/PIK3R1/NOX4/NDUFA9/NDUFB3/UQCRQ/NDUFB5/PTK2/RAF1/UQCR10/MGST3/NDUFA1/ABL2/NDUFB11/CYP2F1/NDUFB2/PIK3R3/MET/COX5A/PRKCD/MAPK3/RAC1/MAPK1/GSTM2/GSTO1/CHUK/ARNT/COX7B/PPIF/SLC25A6/GSTM1 55 KEGG hsa04392 Hippo signaling pathway - multiple species 9/1765 29/8135 0.1588 0.3006 0.1882 SAV1/RASSF2/RASSF4/YAP1/STK3/TEAD1/MOB1A/TEAD3/PAK1 9 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 14/1765 49/8135 0.1589 0.3006 0.1882 HK3/NAGK/NPL/GNE/UAP1/CYB5R4/UGP2/GNPDA1/HEXB/FPGT/CYB5R2/UGDH/CYB5R3/HEXA 14 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 11/1765 37/8135 0.1608 0.3025 0.1893 PRKCB/PIK3CD/IRS1/ATP1A1/PIK3R1/NR3C2/PIK3R3/MAPK3/MAPK1/NEDD4L/ATP1A2 11 KEGG hsa04120 Ubiquitin mediated proteolysis 36/1765 142/8135 0.1672 0.3128 0.1958 UBE2L6/CDC20/SOCS3/CBLB/HERC1/UBC/RHOBTB1/DDB2/UBA2/UBE2J1/UBE2Z/FANCL/SIAH1/UBE2C/UBE2A/SMURF2/FBXW7/PIAS1/ANAPC15/BIRC3/UBE2L3/RPS27A/UBE2D3/RNF7/SKP1/PML/CDC23/NEDD4L/WWP1/CUL7/CDC16/UBA3/RHOBTB2/CUL3/UBE2G1/UBOX5 36 KEGG hsa04213 Longevity regulating pathway - multiple species 17/1765 62/8135 0.1718 0.3197 0.2001 ADCY7/IRS2/PRKACB/FOXO3/CRYAB/FOXO1/PIK3CD/ADCY3/EIF4EBP2/IRS1/PRKAA1/PIK3R1/HDAC1/IGF1R/RPS6KB1/PIK3R3/HSPA2 17 KEGG hsa05020 Prion disease 66/1765 273/8135 0.1741 0.3221 0.2016 RAC2/NCF1/CYBB/C6/C7/DDIT3/EGR1/CCL5/C1QA/PRKACB/ATF4/MAPK13/NCF4/NCF2/CYBA/NDUFA3/PIK3CD/UQCR11/PSMB2/IL1B/NDUFS3/TUBA1A/C1QB/EIF2S1/COX7A1/LAMC1/PIK3R1/TNF/ITPR3/NDUFA9/KIF5C/CAV2/NDUFB3/TUBA4A/CSNK2A2/UQCRQ/NDUFB5/EIF2AK3/TUBA1B/UQCR10/NOTCH1/PSMD11/NDUFA1/PSMD14/NDUFB11/NDUFB2/HSPA5/PSMD12/PIK3R3/COX5A/PRKCD/TUBA1C/MAPK3/IL6/RAC1/BAX/MAPK1/CASP3/COX7B/HSPA2/PPIF/PSMC4/SLC25A6/C5/ITPR1/FYN 66 KEGG hsa03040 Spliceosome 37/1765 147/8135 0.1754 0.3227 0.202 EIF4A3/SRSF7/SRSF4/HNRNPA1/CDC5L/SNW1/SNRPA1/BCAS2/WBP11/HNRNPM/TRA2B/SF3B2/PRPF3/SNRPA/TRA2A/SRSF5/HNRNPK/TXNL4A/SF3B3/SF3A1/HNRNPA3/SRSF8/PUF60/NCBP1/HNRNPU/SYF2/LSM4/SRSF3/SF3A3/RBM25/SRSF6/SART1/SRSF10/HSPA2/DHX38/LSM2/PRPF6 37 KEGG hsa00061 Fatty acid biosynthesis 6/1765 18/8135 0.1777 0.3233 0.2023 ACACB/FASN/ACSL5/HSD17B8/ACACA/MCAT 6 KEGG hsa00511 Other glycan degradation 6/1765 18/8135 0.1777 0.3233 0.2023 MAN2B1/FUCA1/HEXB/AGA/MANBA/HEXA 6 KEGG hsa04725 Cholinergic synapse 29/1765 113/8135 0.179 0.3239 0.2027 ADCY7/PRKACB/PRKCB/ATF4/GNG5/FOS/PLCB1/PIK3CD/ADCY3/JAK2/KCNQ1/GNAI2/PLCB3/PIK3CG/PIK3R1/ITPR3/GNG12/GNA11/KCNJ2/GNG10/PIK3R3/BCL2/GNB1/MAPK3/PLCB4/MAPK1/GNG7/ITPR1/FYN 29 KEGG hsa04930 Type II diabetes mellitus 13/1765 46/8135 0.1812 0.3261 0.2041 SOCS2/HK3/IRS2/SOCS3/ADIPOQ/PIK3CD/IRS1/PIK3R1/TNF/PIK3R3/PRKCD/MAPK3/MAPK1 13 KEGG hsa00790 Folate biosynthesis 8/1765 26/8135 0.1849 0.331 0.2072 GGH/GPHN/MOCS1/AKR1B10/CBR1/ALPL/AKR1B1/QDPR 8 KEGG hsa04720 Long-term potentiation 18/1765 67/8135 0.1871 0.3332 0.2085 CALML4/RPS6KA1/PRKACB/PRKCB/ATF4/PPP1CA/PLCB1/PLCB3/RAPGEF3/ITPR3/CREBBP/PPP1CB/RAF1/RAP1B/MAPK3/PLCB4/MAPK1/ITPR1 18 KEGG hsa04114 Oocyte meiosis 33/1765 131/8135 0.1904 0.3373 0.2111 ADCY7/CALML4/PTTG1/RPS6KA1/PRKACB/CDC20/MAPK13/AR/PPP1CA/SLK/ADCY3/CDK1/CCNB2/CCNB1/ITPR3/PPP1CB/IGF1R/CCNE1/ANAPC15/MAD2L1/PPP2CB/SKP1/MAPK3/CDC23/CDK2/MAPK1/PPP2R5C/PPP2R1B/STAG3/CDC16/YWHAZ/ITPR1/CPEB1 33 KEGG hsa00270 Cysteine and methionine metabolism 14/1765 51/8135 0.2004 0.3531 0.221 BHMT2/CDO1/CBS/MAT2A/GSS/DNMT1/LDHB/CTH/MPST/AHCYL1/APIP/LDHA/DNMT3B/BCAT2 14 KEGG hsa04211 Longevity regulating pathway 23/1765 89/8135 0.2025 0.3549 0.2221 ADCY7/IRS2/PRKACB/ATF4/PPARG/ADIPOQ/FOXO3/FOXO1/PIK3CD/ADCY3/RELA/PPARGC1A/IRS1/PRKAA1/PIK3R1/RB1CC1/EIF4E2/IGF1R/RPS6KB1/ADIPOR2/PIK3R3/BAX/ULK1 23 KEGG hsa00071 Fatty acid degradation 12/1765 43/8135 0.2068 0.3605 0.2256 ADH1B/ADH1C/ADH5/ACSL5/ACADL/ACAT2/ACAT1/ALDH2/GCDH/ECI1/ACAA1/EHHADH 12 KEGG hsa00604 Glycosphingolipid biosynthesis - ganglio series 5/1765 15/8135 0.2105 0.365 0.2285 HEXB/ST8SIA1/ST3GAL2/HEXA/B3GALT4 5 KEGG hsa00410 beta-Alanine metabolism 9/1765 31/8135 0.2144 0.37 0.2315 AOC3/AOC2/CNDP2/HIBCH/ALDH2/ALDH6A1/GAD1/DPYD/EHHADH 9 KEGG hsa04613 Neutrophil extracellular trap formation 46/1765 190/8135 0.2211 0.3795 0.2375 RAC2/FCGR3B/NCF1/SYK/CYBB/SELPLG/CLEC7A/PLCG2/CASP1/TLR7/ITGB2/ITGAM/ITGAL/PRKCB/MAPK13/NCF4/ATG7/AQP9/NCF2/CYBA/FCGR2A/PLCB1/PIK3CD/FPR3/RELA/PLCB3/CR1/TLR8/ACTB/PIK3R1/HDAC1/RAF1/FPR1/HDAC3/PIK3R3/CLCN3/MAPK3/RAC1/SIGLEC9/PLCB4/MAPK1/CAMP/PPIF/SLC25A6/C5/C5AR1 46 KEGG hsa04915 Estrogen signaling pathway 34/1765 138/8135 0.2267 0.3871 0.2423 ADCY7/CALML4/PRKACB/JUN/ATF4/EGFR/HBEGF/GRB2/FOS/HSP90AB1/PLCB1/PIK3CD/ADCY3/GNAI2/PLCB3/HSP90AA1/FKBP5/MMP9/NCOA1/PIK3R1/ITPR3/RAF1/PIK3R3/BCL2/PRKCD/MAPK3/KCNJ5/KRT33A/PLCB4/MAPK1/HSPA2/GPER1/KRT10/ITPR1 34 KEGG hsa04622 RIG-I-like receptor signaling pathway 18/1765 70/8135 0.2457 0.4153 0.2599 TRAF3/CXCL10/FADD/NFKBIA/MAPK13/CASP8/DDX58/IFIH1/RELA/ISG15/TRADD/TNF/IKBKE/AZI2/IFNA1/RNF125/CHUK/IRF7 18 KEGG hsa05230 Central carbon metabolism in cancer 18/1765 70/8135 0.2457 0.4153 0.2599 MYC/HK3/IDH2/EGFR/PIK3CD/PTEN/LDHB/PIK3R1/SLC1A5/RAF1/LDHA/PGAM1/FGFR1/SLC2A1/PIK3R3/MET/MAPK3/MAPK1 18 KEGG hsa05030 Cocaine addiction 13/1765 49/8135 0.252 0.4236 0.2651 FOSB/PRKACB/JUN/ATF4/MAOA/CDK5/SLC6A3/GNAI2/RELA/PDYN/MAOB/GRM3/DRD1 13 KEGG hsa03018 RNA degradation 20/1765 79/8135 0.254 0.4236 0.2651 BTG2/BTG1/BTG3/HSPD1/DCP2/TOB1/DIS3/HSPA9/TOB2/LSM1/EXOSC2/EXOSC7/DCPS/DCP1A/CNOT8/PARN/CNOT1/LSM4/EXOSC10/LSM2 20 KEGG hsa00100 Steroid biosynthesis 6/1765 20/8135 0.2544 0.4236 0.2651 LBR/LIPA/DHCR7/DHCR24/FDFT1/CYP2R1 6 KEGG hsa03022 Basal transcription factors 12/1765 45/8135 0.2579 0.4272 0.2674 TAF7/CCNH/GTF2IRD1/GTF2E1/TAF15/MNAT1/GTF2B/GTF2F1/GTF2E2/TAF4B/GTF2H5/TAF1 12 KEGG hsa04918 Thyroid hormone synthesis 19/1765 75/8135 0.2603 0.429 0.2685 GPX3/ADCY7/PRKACB/PRKCB/ATF4/PLCB1/GPX7/ADCY3/PLCB3/DUOX2/ATP1A1/PDIA4/ITPR3/ASGR1/HSPA5/PLCB4/PAX8/ATP1A2/ITPR1 19 KEGG hsa00480 Glutathione metabolism 15/1765 58/8135 0.2641 0.4332 0.2711 GPX3/RRM2/IDH2/LAP3/GSTK1/GPX7/PRDX6/GSS/GGT5/ODC1/GPX4/MGST3/GSTM2/GSTO1/GSTM1 15 KEGG hsa03015 mRNA surveillance pathway 24/1765 97/8135 0.2668 0.4356 0.2726 PELO/EIF4A3/NXF1/PPP1CA/NXT1/ETF1/UPF3A/SRRM1/RNMT/CPSF7/PNN/PPP1CB/PPP2R2A/NCBP1/PPP2CB/UPF1/GSPT1/SAP18/PPP2R5C/PPP2R1B/PPP2R2D/RNPS1/UPF2/CSTF3 24 KEGG hsa05207 Chemical carcinogenesis - receptor activation 50/1765 212/8135 0.2738 0.4448 0.2784 BCL6/KLF4/ADCY7/MYC/RPS6KA1/PRKACB/JUN/PRKCB/ATF4/EGFR/VDR/AR/TNFSF11/GRB2/KLF5/FGF2/FOS/ARRB2/HSP90AB1/PIK3CD/VEGFA/ADCY3/JAK2/JAG1/GNAI2/RELA/HSP90AA1/AHR/PIK3R1/ARRB1/IKBKE/CCND1/KPNA2/RB1/FGF4/NOTCH2/RAF1/MGST3/RPS6KB1/PIK3R3/BCL2/MAPK3/MAPK1/GSTM2/GSTO1/CHRNA9/ARNT/KPNA3/GSTM1/CDC6 50 KEGG hsa04971 Gastric acid secretion 19/1765 76/8135 0.2811 0.4544 0.2844 ADCY7/CALML4/PRKACB/PRKCB/PLCB1/ADCY3/KCNQ1/GNAI2/PLCB3/ACTB/ATP1A1/MYLK/ITPR3/KCNJ2/KCNJ15/CA2/PLCB4/ATP1A2/ITPR1 19 KEGG hsa00770 Pantothenate and CoA biosynthesis 6/1765 21/8135 0.2957 0.4757 0.2977 ENPP1/PPCDC/ALDH2/PANK2/BCAT2/DPYD 6 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 108/1765 476/8135 0.3115 0.4984 0.3119 GPX3/CYBB/CALML4/UBE2L6/DDIT3/FADD/PRKCB/FZD2/ATF4/MAPK13/PTGS2/WNT11/FZD4/XBP1/FIG4/CDK5/ATP2A3/UBC/HIP1/FRAT2/NDUFA3/FZD1/CASP8/SLC6A3/PLCB1/MAP1LC3B/GPX7/WNT5B/ATXN1/UQCR11/UBE2J1/RELA/PLCB3/RAB8A/PSMB2/DCTN6/PINK1/IL1B/NDUFS3/MAP2K6/TUBA1A/WNT5A/EIF2S1/COX7A1/TNF/ITPR3/NOX4/SPG11/PSEN2/ATG2A/NDUFA9/DERL1/KIF5C/FZD10/NDUFB3/TUBA4A/CSNK2A2/UQCRQ/TNFRSF1B/VAPB/RB1CC1/PDYN/SQSTM1/NDUFB5/PPID/BID/RAF1/EIF2AK3/TUBA1B/UQCR10/UBE2L3/PSMD11/NDUFA1/RPS27A/PSMD14/PSEN1/NDUFB11/NDUFB2/HSPA5/PSMD12/FAS/WNT16/BCL2/COX5A/TUBA1C/MAPK3/IL6/RAC1/BAX/BAK1/PLCB4/MAPK1/UCHL1/CASP3/STX1A/DNAL4/COX7B/FASLG/CSF1/PPIF/UBE2G1/PSMC4/SLC25A6/TOMM40/LRP6/DCTN5/ULK1/ITPR1 108 KEGG hsa04973 Carbohydrate digestion and absorption 12/1765 47/8135 0.3128 0.4984 0.3119 HK3/PRKCB/PLCB1/PIK3CD/SLC37A4/PLCB3/ATP1A1/PIK3R1/PIK3R3/PLCB4/GNAT3/ATP1A2 12 KEGG hsa04146 Peroxisome 20/1765 82/8135 0.3158 0.5005 0.3132 PEX5/IDH2/GSTK1/AGPS/ACSL5/GNPAT/PEX19/PAOX/PEX26/PEX7/PEX2/PEX11B/PXMP2/ABCD3/PXMP4/CRAT/ACAA1/PHYH/EHHADH/PEX16 20 KEGG hsa05031 Amphetamine addiction 17/1765 69/8135 0.3192 0.5005 0.3132 FOSB/CALML4/PRKACB/JUN/PRKCB/ATF4/MAOA/FOS/PPP1CA/SLC6A3/HDAC1/PPP1CB/ARC/PDYN/MAOB/STX1A/DRD1 17 KEGG hsa05032 Morphine addiction 22/1765 91/8135 0.32 0.5005 0.3132 ADCY7/PRKACB/PRKCB/GNG5/ARRB2/PDE4B/ADCY3/GNAI2/GRK6/PDE2A/GRK5/ARRB1/GNG12/PDE1A/GNG10/GABRA2/GNB1/KCNJ5/PDE8B/PDE8A/DRD1/GNG7 22 KEGG hsa05014 Amyotrophic lateral sclerosis 83/1765 364/8135 0.3201 0.5005 0.3132 GPX3/DDIT3/CASP1/SRSF7/ATF4/MAPK13/XBP1/FIG4/NXF1/NUP62/NUP210/HNRNPA1/NDUFA3/NXT1/MAP1LC3B/GPX7/UQCR11/NUP153/RAB8A/PSMB2/DCTN6/PINK1/NUP37/POM121C/NDUFS3/ACTB/MAP2K6/TUBA1A/EIF2S1/COX7A1/PFN1/NUP43/TNF/ITPR3/SPG11/ATG2A/NDUFA9/DERL1/KIF5C/NDUFB3/TUBA4A/UQCRQ/TNFRSF1B/VAPB/RB1CC1/ANG/NUP50/SQSTM1/HNRNPA3/NDUFB5/BID/EIF2AK3/TUBA1B/NCBP1/UQCR10/SEC13/PSMD11/NDUFA1/RANBP2/PSMD14/NRG2/SRSF3/NDUFB11/NDUFB2/HSPA5/PSMD12/SETX/BCL2/COX5A/TUBA1C/RAC1/BAX/NUP155/NUP54/CASP3/DNAL4/COX7B/PFN2/PSMC4/TOMM40/UBQLN2/DCTN5/ULK1 83 KEGG hsa00513 Various types of N-glycan biosynthesis 10/1765 39/8135 0.332 0.5167 0.3234 RPN2/MAN2A1/MGAT4A/HEXB/MAN1A1/DDOST/MGAT1/MGAT4B/MGAT2/HEXA 10 KEGG hsa00590 Arachidonic acid metabolism 15/1765 61/8135 0.3378 0.5213 0.3263 GPX3/ALOX5/PTGS2/PLA2G2D/CBR1/GPX7/PLA2G4C/GGT5/PTGDS/CBR3/TBXAS1/LTC4S/PTGS1/PLA2G2F/PLA2G2A 15 KEGG hsa00340 Histidine metabolism 6/1765 22/8135 0.3381 0.5213 0.3263 MAOA/HNMT/CNDP2/ALDH2/AOC1/MAOB 6 KEGG hsa05010 Alzheimer disease 87/1765 384/8135 0.3398 0.5214 0.3263 CYBB/CALML4/DDIT3/FADD/IRS2/FZD2/ATF4/PTGS2/WNT11/FZD4/XBP1/LPL/CDK5/ATP2A3/SLC39A14/FRAT2/NDUFA3/FZD1/CASP8/PLCB1/SLC39A8/PIK3CD/WNT5B/UQCR11/RELA/PLCB3/PSMB2/IL1B/IRS1/NDUFS3/TUBA1A/WNT5A/EIF2S1/COX7A1/PIK3R1/TNF/ITPR3/NOX4/PSEN2/ATG2A/NDUFA9/KIF5C/FZD10/NDUFB3/TUBA4A/CSNK2A2/UQCRQ/RB1CC1/RTN4/NDUFB5/PPID/BID/RAF1/APH1B/LRP1/EIF2AK3/TUBA1B/UQCR10/EIF2AK2/APBB1/PSMD11/NDUFA1/PSMD14/PSEN1/NDUFB11/NDUFB2/PSMD12/FAS/WNT16/NCSTN/PIK3R3/COX5A/TUBA1C/MAPK3/IL6/PLCB4/MAPK1/CHUK/CASP3/COX7B/CSF1/PPIF/PSMC4/SLC25A6/LRP6/ULK1/ITPR1 87 KEGG hsa04917 Prolactin signaling pathway 17/1765 70/8135 0.3427 0.5235 0.3277 SOCS2/SOCS3/MAPK13/FOXO3/TNFSF11/GRB2/STAT1/FOS/PIK3CD/JAK2/RELA/PIK3R1/CCND1/RAF1/PIK3R3/MAPK3/MAPK1 17 KEGG hsa04726 Serotonergic synapse 27/1765 115/8135 0.3553 0.5402 0.3381 PRKACB/PRKCB/ALOX5/MAOA/PTGS2/DUSP1/GNG5/PLCB1/PLA2G4C/GNAI2/PLCB3/RAPGEF3/ITPR3/GNG12/RAF1/GNG10/PTGS1/MAOB/GNB1/TRPC1/MAPK3/KCNJ5/PLCB4/MAPK1/CASP3/GNG7/ITPR1 27 KEGG hsa00260 Glycine, serine and threonine metabolism 10/1765 40/8135 0.364 0.5509 0.3448 AOC3/MAOA/CBS/AOC2/CTH/GATM/SHMT2/PGAM1/MAOB/GCAT 10 KEGG hsa04966 Collecting duct acid secretion 7/1765 27/8135 0.367 0.553 0.3461 ATP6V0E2/ATP6V1A/SLC12A7/TCIRG1/ATP6V1D/ATP6V0D1/CA2 7 KEGG hsa00564 Glycerophospholipid metabolism 23/1765 98/8135 0.3724 0.5586 0.3496 PLA2G2D/AGPAT4/CHPT1/PLA2G4C/GPD1/LPGAT1/CHKA/DGKZ/LYPLA1/GNPAT/PTDSS1/GPD1L/PLA2G15/LPIN1/PNPLA6/PEMT/ETNK1/PLA2G2F/CEPT1/DGKA/MBOAT2/LPCAT3/PLA2G2A 23 KEGG hsa03030 DNA replication 9/1765 36/8135 0.3768 0.5626 0.3521 MCM5/MCM2/FEN1/RFC4/RPA3/PCNA/POLD2/RNASEH2A/LIG1 9 KEGG hsa03060 Protein export 6/1765 23/8135 0.3811 0.5664 0.3545 SPCS1/SPCS3/SEC61B/SPCS2/SEC63/HSPA5 6 KEGG hsa02010 ABC transporters 11/1765 45/8135 0.3827 0.5664 0.3545 ABCA5/ABCC4/TAP1/ABCA8/ABCG1/ABCC10/ABCC3/ABCD3/ABCB7/ABCA7/ABCC5 11 KEGG hsa04623 Cytosolic DNA-sensing pathway 15/1765 63/8135 0.3892 0.5734 0.3589 CASP1/CCL5/CXCL10/NFKBIA/PYCARD/AIM2/DDX58/RELA/IL1B/IKBKE/ADAR/IFNA1/IL6/CHUK/IRF7 15 KEGG hsa00510 N-Glycan biosynthesis 12/1765 50/8135 0.3995 0.5861 0.3668 RPN2/MAN2A1/MGAT5/ST6GAL1/MGAT4A/MAN1A1/ALG6/DPAGT1/DDOST/MGAT1/MGAT4B/MGAT2 12 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 18/1765 77/8135 0.4033 0.589 0.3687 TCF7L2/TCF7L1/LAMA2/ATP2A3/ITGA4/LEF1/DSC2/SGCA/ITGA10/ITGA5/SLC8A1/CACNB2/ACTB/SGCD/ITGB7/ITGA7/EMD/TCF7 18 KEGG hsa03410 Base excision repair 8/1765 33/8135 0.4274 0.6215 0.389 PARP1/PARP4/FEN1/PCNA/POLD2/POLB/APEX2/LIG1 8 KEGG hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 3/1765 11/8135 0.4388 0.6353 0.3977 VKORC1/NQO1/COQ2 3 KEGG hsa04713 Circadian entrainment 22/1765 97/8135 0.4462 0.6433 0.4026 ADCY7/CALML4/PER3/PRKACB/PRKCB/GNG5/FOS/PLCB1/ADCY3/GNAI2/PLCB3/ITPR3/GNG12/PER2/GNG10/GNB1/MAPK3/KCNJ5/PLCB4/MAPK1/GNG7/ITPR1 22 KEGG hsa04970 Salivary secretion 21/1765 93/8135 0.4583 0.6578 0.4117 ADCY7/CALML4/PRKACB/PRKCB/CD38/LYZ/PLCB1/KCNN4/ADCY3/PLCB3/ATP1A1/ITPR3/SLC12A2/CST2/PLCB4/ATP2B4/BST1/CAMP/CST4/ATP1A2/ITPR1 21 KEGG hsa04922 Glucagon signaling pathway 24/1765 107/8135 0.4646 0.664 0.4156 CALML4/PRKACB/ATF4/FOXO1/ACACB/FBP1/SIK1/PCK1/PLCB1/PLCB3/PPARGC1A/LDHB/PRKAA1/ITPR3/CREBBP/LDHA/PGAM1/PHKA1/SLC2A1/PLCB4/ACACA/ITPR1/PHKB/GYS2 24 KEGG hsa04020 Calcium signaling pathway 53/1765 240/8135 0.4672 0.6649 0.4162 ADCY7/EDNRB/CALML4/PLCG2/AGTR1/PRKACB/PRKCB/CD38/PTAFR/EGFR/ITPKC/NTRK2/P2RX7/P2RX5/GNA15/FGF2/ATP2A3/PLCB1/ITPKB/VEGFA/ADCY3/PLCB3/ORAI2/SLC8A1/VEGFC/PLN/CXCR4/MYLK/PDGFD/ITPR3/ASPH/BDKRB2/P2RX4/GNA11/FGF4/PDE1A/PDGFC/F2R/TACR1/PHKA1/FGF23/FGFR1/MET/PLCB4/PTK2B/ATP2B4/BDKRB1/PPIF/SLC25A6/GNAL/DRD1/ITPR1/PHKB 53 KEGG hsa00360 Phenylalanine metabolism 4/1765 16/8135 0.4695 0.6653 0.4164 AOC3/MAOA/AOC2/MAOB 4 KEGG hsa04974 Protein digestion and absorption 23/1765 103/8135 0.4765 0.6724 0.4208 COL3A1/COL1A2/COL5A2/SLC7A7/COL5A1/COL1A1/SLC3A2/SLC36A1/KCNN4/KCNQ1/SLC8A1/CPB1/COL13A1/ATP1A1/COL4A6/SLC1A1/SLC1A5/SLC38A2/SLC7A8/COL4A5/DPP4/ATP1A2/KCNK5 23 KEGG hsa00240 Pyrimidine metabolism 13/1765 58/8135 0.4987 0.7007 0.4386 RRM2/TYMS/ENTPD1/DCK/ENPP1/TK1/DTYMK/ASMTL/NME6/CDA/HDDC2/DPYD/TYMP 13 KEGG hsa04911 Insulin secretion 19/1765 86/8135 0.5069 0.7092 0.4439 ADCY7/PRKACB/PRKCB/ATF4/PLCB1/KCNN4/ADCY3/PLCB3/ATP1A1/ITPR3/KCNMB1/GNA11/KCNN3/SLC2A1/PLCB4/STX1A/TRPM4/GLP1R/ATP1A2 19 KEGG hsa00310 Lysine degradation 14/1765 63/8135 0.5091 0.7094 0.444 AASS/SMYD2/ACAT2/EZH2/EZH1/ACAT1/ALDH2/GCDH/SETMAR/MECOM/SETD1A/COLGALT1/EHHADH/COLGALT2 14 KEGG hsa04979 Cholesterol metabolism 11/1765 50/8135 0.5348 0.7412 0.4639 LPL/NPC2/LIPA/APOB/LDLR/NPC1/VAPB/LRP1/ANGPTL4/PLTP/MYLIP 11 KEGG hsa00900 Terpenoid backbone biosynthesis 5/1765 22/8135 0.5364 0.7412 0.4639 ACAT2/HMGCS1/ACAT1/IDI1/ICMT 5 KEGG hsa00330 Arginine and proline metabolism 11/1765 51/8135 0.564 0.7761 0.4857 MAOA/LAP3/AGMAT/ODC1/CNDP2/GATM/ALDH2/ARG2/AOC1/MAOB/CKB 11 KEGG hsa03430 Mismatch repair 5/1765 23/8135 0.5796 0.7897 0.4943 RFC4/RPA3/PCNA/POLD2/LIG1 5 KEGG hsa04964 Proximal tubule bicarbonate reclamation 5/1765 23/8135 0.5796 0.7897 0.4943 PCK1/ATP1A1/CA2/CA4/ATP1A2 5 KEGG hsa05168 Herpes simplex virus 1 infection 106/1765 495/8135 0.581 0.7897 0.4943 HLA-DMB/HLA-DPB1/SYK/HLA-DMA/TRAF3/HLA-DPA1/CD74/HLA-DRA/CCL5/HLA-DOB/PILRA/FADD/SRSF7/OAS2/NFKBIA/SOCS3/MYD88/OAS1/ZNF184/TAP1/ZNF331/IFNAR2/TAPBP/NXF1/IRF9/STAT1/HLA-DOA/SRSF4/PPP1CA/CASP8/CFP/OAS3/DDX58/PIK3CD/ZNF544/ZNF669/IFIH1/JAK2/RELA/ZNF557/ITGA5/HLA-F/PDIA3/IL1B/TRADD/EIF2S1/B2M/HLA-G/TICAM1/PIK3R1/TNF/ZNF107/ZNF34/TLR3/HLA-B/SRSF5/ZNF671/IKBKE/ZFP37/ZNF529/PPP1CB/ZNF91/ZNF200/HLA-C/IFNGR2/TRAF5/ZNF267/SRSF8/BID/HLA-A/HLA-DQA1/EIF2AK3/BIRC3/EIF2AK2/ZNF337/IRAK4/SRSF3/ZNF430/ZNF254/ZNF212/SRSF6/FAS/PIK3R3/IFNA1/BCL2/PML/IL6/BAX/BAK1/ZNF136/HLA-DRB4/ZNF155/CHUK/CASP3/ZNF12/HLA-DQB1/ZNF3/FASLG/IRF7/POU2F1/IRAK1/ZNF571/C5/TNFRSF14/ZNF614/ZNF665 106 KEGG hsa03420 Nucleotide excision repair 10/1765 47/8135 0.5852 0.7922 0.4958 CCNH/DDB2/RFC4/RPA3/MNAT1/PCNA/POLD2/XPC/GTF2H5/LIG1 10 KEGG hsa04024 cAMP signaling pathway 47/1765 221/8135 0.5893 0.7944 0.4972 RAC2/ADCY7/CALML4/PRKACB/JUN/VAV1/NFKBIA/SOX9/ABCC4/FOS/ATP2A3/PPP1CA/PDE4B/NPY1R/PIK3CD/ADCY3/GNAI2/RELA/PLN/LIPE/ATP1A1/PIK3R1/RAPGEF3/FXYD1/VAV3/CREBBP/PPP1CB/NPR1/RRAS2/RAF1/F2R/RAP1B/FFAR2/MYL9/ROCK2/PIK3R3/MAPK3/RAC1/RHOA/MAPK1/ATP2B4/PPP1R12A/VIPR2/PAK1/GLP1R/ATP1A2/DRD1 47 KEGG hsa04130 SNARE interactions in vesicular transport 7/1765 33/8135 0.5951 0.7991 0.5002 YKT6/VAMP5/VAMP8/BET1/STX1A/STX7/GOSR2 7 KEGG hsa01212 Fatty acid metabolism 12/1765 57/8135 0.5991 0.8012 0.5014 FASN/ACSL5/HSD17B8/SCD/PPT1/ACADL/ACAT2/ACAT1/ACACA/ACAA1/MCAT/EHHADH 12 KEGG hsa04977 Vitamin digestion and absorption 5/1765 24/8135 0.6205 0.8248 0.5162 SLC19A2/SLC19A3/APOB/SLC5A6/TCN2 5 KEGG hsa05414 Dilated cardiomyopathy 20/1765 96/8135 0.6217 0.8248 0.5162 ADCY7/PRKACB/LAMA2/ATP2A3/ITGA4/SGCA/TGFB2/ADCY3/ITGA10/ITGA5/SLC8A1/CACNB2/PLN/ACTB/TNF/SGCD/ITGB7/ITGA7/TGFB3/EMD 20 KEGG hsa00040 Pentose and glucuronate interconversions 7/1765 34/8135 0.6292 0.8289 0.5188 AKR1A1/AKR1B10/UGP2/DCXR/AKR1B1/UGDH/GUSB 7 KEGG hsa03010 Ribosome 33/1765 158/8135 0.6297 0.8289 0.5188 RPS28/RPS23/MRPL35/RPLP0/RPL23A/RPL3/RPL30/RPS12/RPL11/MRPL15/RPL39/RPL29/RPL7/RPS17/RPL24/RPL19/RPS4Y1/RPL31/RPS27A/RPS15/RPL12/RPL14/RPL41/RPL32/RPS5/RPL18/RPL9/RPL34/MRPS18A/RPS27/MRPS2/RSL24D1/RPS27L 33 KEGG hsa04962 Vasopressin-regulated water reabsorption 9/1765 44/8135 0.638 0.8364 0.5235 ARHGDIB/PRKACB/DYNC1I1/ADCY3/DYNLL1/DCTN6/DYNC1LI2/DYNC2H1/DCTN5 9 KEGG hsa04721 Synaptic vesicle cycle 16/1765 78/8135 0.6445 0.8416 0.5268 STXBP1/CLTC/ATP6V0E2/ATP6V1A/SLC6A3/ATP6V0B/TCIRG1/CLTCL1/SLC1A1/ATP6V1D/ATP6V0D1/SLC6A12/AP2A2/STX1A/CLTA/AP2S1 16 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 31/1765 150/8135 0.653 0.8479 0.5307 ADCY7/CALML4/AGTR1/PRKACB/ATF4/MAPK13/ATP2A3/PPP1CA/PLCB1/ADCY3/KCNQ1/GNAI2/PLCB3/SLC8A1/CACNB2/PLN/PIK3CG/ATP1A1/RAPGEF3/PPP1CB/PPP2R2A/PPP2CB/BCL2/MAPK3/PLCB4/MAPK1/PPP2R5C/ATP2B4/PPP2R1B/PPP2R2D/ATP1A2 31 KEGG hsa00592 alpha-Linolenic acid metabolism 5/1765 25/8135 0.6589 0.8479 0.5307 PLA2G2D/PLA2G4C/PLA2G2F/ACAA1/PLA2G2A 5 KEGG hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 4/1765 20/8135 0.6595 0.8479 0.5307 CHST7/UST/CHST11/CHPF2 4 KEGG hsa00670 One carbon pool by folate 4/1765 20/8135 0.6595 0.8479 0.5307 TYMS/MTHFD2/MTHFD2L/SHMT2 4 KEGG hsa05012 Parkinson disease 55/1765 266/8135 0.6828 0.86 0.5382 CALML4/UBE2L6/DDIT3/PRKACB/ATF4/MAOA/DUSP1/XBP1/UBC/SLC39A14/NDUFA3/SLC6A3/SLC39A8/UQCR11/UBE2J1/GNAI2/PSMB2/PINK1/NDUFS3/TUBA1A/EIF2S1/COX7A1/ITPR3/NDUFA9/KIF5C/NDUFB3/TUBA4A/UQCRQ/NDUFB5/EIF2AK3/TUBA1B/UQCR10/UBE2L3/PSMD11/NDUFA1/RPS27A/PSMD14/NDUFB11/NDUFB2/HSPA5/PSMD12/MAOB/COX5A/TUBA1C/BAX/UCHL1/CASP3/COX7B/PPIF/UBE2G1/PSMC4/SLC25A6/GNAL/DRD1/ITPR1 55 KEGG hsa04724 Glutamatergic synapse 23/1765 114/8135 0.6898 0.86 0.5382 ADCY7/PRKACB/PRKCB/GNG5/PLCB1/PLA2G4C/ADCY3/GNAI2/PLCB3/ITPR3/GNG12/SLC1A1/SLC38A2/GRM6/GNG10/GNB1/TRPC1/MAPK3/PLCB4/MAPK1/GRM3/GNG7/ITPR1 23 KEGG hsa00500 Starch and sucrose metabolism 7/1765 36/8135 0.6921 0.86 0.5382 HK3/GBE1/ENPP1/UGP2/AGL/GAA/GYS2 7 KEGG hsa00512 Mucin type O-glycan biosynthesis 7/1765 36/8135 0.6921 0.86 0.5382 GALNT1/GALNT6/GCNT1/GALNT7/ST3GAL2/GALNT10/C1GALT1C1 7 KEGG hsa00760 Nicotinate and nicotinamide metabolism 7/1765 36/8135 0.6921 0.86 0.5382 CD38/AOX1/ENPP1/NAMPT/NMRK1/SIRT7/BST1 7 KEGG hsa03440 Homologous recombination 8/1765 41/8135 0.6925 0.86 0.5382 UIMC1/ATM/NBN/RPA3/TOPBP1/POLD2/BARD1/TOP3A 8 KEGG hsa05017 Spinocerebellar ataxia 29/1765 143/8135 0.6925 0.86 0.5382 PRKCB/XBP1/RORA/PUM1/ATP2A3/PLCB1/PIK3CD/KAT5/ATXN1/PLCB3/PSMB2/PIK3R1/ITPR3/ATG2A/RB1CC1/GTF2B/PDYN/VLDLR/PSMD11/PSMD14/PSMD12/PIK3R3/PLCB4/AFG3L2/PPIF/PSMC4/SLC25A6/ULK1/ITPR1 29 KEGG hsa05410 Hypertrophic cardiomyopathy 18/1765 90/8135 0.6926 0.86 0.5382 LAMA2/ATP2A3/ITGA4/SGCA/TGFB2/ITGA10/ITGA5/SLC8A1/CACNB2/ACTB/PRKAA1/TNF/SGCD/ITGB7/ITGA7/TGFB3/EMD/IL6 18 KEGG hsa03050 Proteasome 9/1765 46/8135 0.6934 0.86 0.5382 PSMB9/PSMB8/PSMB10/PSME1/PSMB2/PSMD11/PSMD14/PSMD12/PSMC4 9 KEGG hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 5/1765 26/8135 0.6947 0.86 0.5382 PIGA/PIGZ/PIGF/PIGV/PIGL 5 KEGG hsa01240 Biosynthesis of cofactors 31/1765 153/8135 0.6987 0.8617 0.5393 GGH/MTHFD2/AKR1A1/KMO/GPHN/MOCS1/KYNU/VKORC1/TDO2/ALPL/MAT2A/NQO1/UROS/PDXK/GSS/IDO1/UGP2/COQ2/RFK/NME6/PPCDC/TPK1/MTHFD2L/ALDH2/SHMT2/UGDH/DHRS3/PANK2/BCAT2/ALAD/GUSB 31 KEGG hsa00514 Other types of O-glycan biosynthesis 9/1765 47/8135 0.719 0.8803 0.551 GALNT1/GALNT6/ST6GAL1/GALNT7/MFNG/COLGALT1/GALNT10/C1GALT1C1/COLGALT2 9 KEGG hsa01250 Biosynthesis of nucleotide sugars 7/1765 37/8135 0.7209 0.8803 0.551 HK3/NAGK/GNE/UAP1/UGP2/FPGT/UGDH 7 KEGG hsa00010 Glycolysis / Gluconeogenesis 13/1765 67/8135 0.7217 0.8803 0.551 ADH1B/HK3/ADH1C/AKR1A1/FBP1/PCK1/ADH5/LDHB/MINPP1/ALDH2/LDHA/PGAM1/ADPGK 13 KEGG hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 5/1765 27/8135 0.7278 0.8846 0.5536 ST3GAL6/B3GALNT1/FUT4/A4GALT/ST8SIA1 5 KEGG hsa00450 Selenocompound metabolism 3/1765 17/8135 0.7476 0.902 0.5646 PAPSS1/CTH/PAPSS2 3 KEGG hsa00910 Nitrogen metabolism 3/1765 17/8135 0.7476 0.902 0.5646 CA2/CA4/CA12 3 KEGG hsa00051 Fructose and mannose metabolism 6/1765 33/8135 0.7519 0.904 0.5658 HK3/AKR1B10/FBP1/PFKFB3/AKR1B1/FPGT 6 KEGG hsa00230 Purine metabolism 25/1765 128/8135 0.7571 0.9044 0.5661 ADCY7/RRM2/ENTPD1/PAPSS1/IMPDH2/DCK/IMPDH1/AMPD3/ENPP4/PDE4B/NPR2/ENPP1/ADCY3/PDE6D/PDE2A/NME6/PDE9A/NPR1/PDE1A/HDDC2/PAPSS2/GMPR/PDE8B/PAICS/PDE8A 25 KEGG hsa04924 Renin secretion 13/1765 69/8135 0.7615 0.9044 0.5661 CALML4/CTSB/AGTR1/PRKACB/PLCB1/GNAI2/PLCB3/ITPR3/NPR1/KCNJ2/PDE1A/PLCB4/ITPR1 13 KEGG hsa04727 GABAergic synapse 17/1765 89/8135 0.7627 0.9044 0.5661 ADCY7/GABARAPL1/PRKACB/PRKCB/GPHN/GNG5/ADCY3/GNAI2/TRAK2/GNG12/SLC38A2/GAD1/SLC6A12/GNG10/GABRA2/GNB1/GNG7 17 KEGG hsa04723 Retrograde endocannabinoid signaling 29/1765 148/8135 0.7636 0.9044 0.5661 ADCY7/PRKACB/PRKCB/MAPK13/PTGS2/GNG5/NDUFA3/PLCB1/ADCY3/GNAI2/PLCB3/NDUFS3/ITPR3/NDUFA9/NDUFB3/GNG12/NDUFB5/NDUFA1/NDUFB11/NDUFB2/GNG10/GABRA2/GNB1/MAPK3/KCNJ5/PLCB4/MAPK1/GNG7/ITPR1 29 KEGG hsa00565 Ether lipid metabolism 9/1765 49/8135 0.7659 0.9044 0.5661 PLA2G2D/AGPS/CHPT1/PLA2G4C/PAFAH1B3/PLA2G7/PLA2G2F/CEPT1/PLA2G2A 9 KEGG hsa01232 Nucleotide metabolism 16/1765 85/8135 0.7789 0.9165 0.5736 RRM2/TYMS/ENTPD1/IMPDH2/DCK/IMPDH1/AMPD3/ENPP1/TK1/DTYMK/ASMTL/NME6/CDA/HDDC2/GMPR/TYMP 16 KEGG hsa00561 Glycerolipid metabolism 11/1765 61/8135 0.8009 0.9383 0.5873 AKR1A1/AKR1B10/LPL/PNPLA2/AGPAT4/DGKZ/AKR1B1/ALDH2/LPIN1/DGKA/MBOAT2 11 KEGG hsa04340 Hedgehog signaling pathway 10/1765 56/8135 0.8035 0.9383 0.5873 PRKACB/ARRB2/ARRB1/GAS1/CCND1/GPR161/SMURF2/BCL2/CUL3/EVC 10 KEGG hsa04913 Ovarian steroidogenesis 9/1765 51/8135 0.807 0.9383 0.5873 ADCY7/PRKACB/ALOX5/PTGS2/PLA2G4C/ADCY3/LDLR/IGF1R/CYP11A1 9 KEGG hsa03450 Non-homologous end-joining 2/1765 13/8135 0.8088 0.9383 0.5873 FEN1/POLM 2 KEGG hsa00982 Drug metabolism - cytochrome P450 13/1765 72/8135 0.8137 0.9383 0.5873 ADH1B/ADH1C/FMO2/MAOA/AOX1/GSTK1/ADH5/FMO1/MGST3/MAOB/GSTM2/GSTO1/GSTM1 13 KEGG hsa01210 2-Oxocarboxylic acid metabolism 3/1765 19/8135 0.8143 0.9383 0.5873 IDH2/IDH3B/BCAT2 3 KEGG hsa00600 Sphingolipid metabolism 9/1765 52/8135 0.8253 0.9464 0.5924 SGPL1/ARSA/CERK/HEXB/KDSR/SGMS1/HEXA/CERS2/GALC 9 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 14/1765 78/8135 0.8271 0.9464 0.5924 ADH1B/ADH1C/GSTK1/AKR1C1/CBR1/ADH5/HSD11B1/CBR3/AKR7A2/MGST3/CYP2F1/GSTM2/GSTO1/GSTM1 14 KEGG hsa00052 Galactose metabolism 5/1765 31/8135 0.8342 0.9513 0.5954 HK3/AKR1B10/UGP2/AKR1B1/GAA 5 KEGG hsa05322 Systemic lupus erythematosus 25/1765 136/8135 0.8539 0.962 0.6021 FCGR3B/HLA-DMB/HLA-DPB1/HLA-DMA/HLA-DPA1/C6/HLA-DRA/C7/CD28/HLA-DOB/C1QA/TRIM21/C2/HLA-DOA/CD86/FCGR2A/CD40/C1QB/TNF/CD40LG/HLA-DQA1/C1R/HLA-DRB4/HLA-DQB1/C5 25 KEGG hsa00983 Drug metabolism - other enzymes 14/1765 80/8135 0.8544 0.962 0.6021 RRM2/IMPDH2/IMPDH1/NAT1/TK1/NME6/CDA/MGST3/GSTM2/GSTO1/DPYD/TYMP/GSTM1/GUSB 14 KEGG hsa04136 Autophagy - other 5/1765 32/8135 0.8547 0.962 0.6021 GABARAPL1/ATG7/ATG2A/ATG4A/PPP2CB 5 KEGG hsa01230 Biosynthesis of amino acids 13/1765 75/8135 0.8569 0.962 0.6021 IDH2/ASS1/CBS/MAT2A/CTH/PC/ARG2/IDH3B/SHMT2/ASNS/PGAM1/TALDO1/BCAT2 13 KEGG hsa03460 Fanconi anemia pathway 9/1765 54/8135 0.858 0.962 0.6021 HES1/REV3L/RMI1/FANCG/RPA3/FANCL/FANCE/TOP3A/POLI 9 KEGG hsa00730 Thiamine metabolism 2/1765 15/8135 0.8687 0.9707 0.6076 ALPL/TPK1 2 KEGG hsa00591 Linoleic acid metabolism 4/1765 29/8135 0.9024 1 0.6259 PLA2G2D/PLA2G4C/PLA2G2F/PLA2G2A 4 KEGG hsa04614 Renin-angiotensin system 3/1765 23/8135 0.9037 1 0.6259 AGTR1/ATP6AP2/ENPEP 3 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 11/1765 69/8135 0.9092 1 0.6259 PTGS2/GSTK1/SULT1A1/NAT1/CBR1/SULT1A2/HSD11B1/MGST3/GSTM2/GSTO1/GSTM1 11 KEGG hsa00020 Citrate cycle (TCA cycle) 4/1765 30/8135 0.9164 1 0.6259 IDH2/PCK1/PC/IDH3B 4 KEGG hsa00053 Ascorbate and aldarate metabolism 4/1765 30/8135 0.9164 1 0.6259 AKR1A1/ALDH2/UGDH/GUSB 4 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 4/1765 30/8135 0.9164 1 0.6259 ACAT2/ACAT1/PCCB/SHMT2 4 KEGG hsa04975 Fat digestion and absorption 6/1765 43/8135 0.9289 1 0.6259 PLA2G2D/APOB/ACAT2/ACAT1/PLA2G2F/PLA2G2A 6 KEGG hsa05206 MicroRNAs in cancer 57/1765 310/8135 0.9369 1 0.6259 CDKN1A/SPRY2/MARCKS/MYC/PLCG2/EFNA5/IRS2/PRKCB/EGFR/ZFPM2/PTGS2/PIM1/ATM/GRB2/BCL2L2/DDIT4/STMN1/TGFB2/PIK3CD/VEGFA/PTEN/MAPK7/ABL1/ITGA5/DNMT1/IRS1/DICER1/MMP9/RECK/PIK3R1/BCL2L11/EZH2/FSCN1/HDAC1/HNRNPK/CREBBP/CCND1/NOTCH2/CCNE1/RAF1/ZEB2/NOTCH1/SLC7A1/THBS1/TIMP3/BMPR2/PIK3R3/MET/BCL2/CDC25B/DNMT3B/MAPK3/BAK1/RHOA/MAPK1/CASP3/CDKN1B 57 KEGG hsa01040 Biosynthesis of unsaturated fatty acids 3/1765 27/8135 0.9522 1 0.6259 ACOT7/SCD/ACAA1 3 KEGG hsa04260 Cardiac muscle contraction 13/1765 87/8135 0.9574 1 0.6259 ATP2A3/UQCR11/SLC8A1/CACNB2/COX7A1/ATP1A1/ASPH/UQCRQ/UQCR10/COX5A/COX7B/SLC9A6/ATP1A2 13 KEGG hsa01200 Carbon metabolism 18/1765 115/8135 0.9595 1 0.6259 HK3/IDH2/FBP1/ME2/ADH5/ACAT2/PC/ME1/ACAT1/HIBCH/IDH3B/ALDH6A1/PCCB/SHMT2/PGAM1/ESD/TALDO1/ADPGK 18 KEGG hsa00220 Arginine biosynthesis 2/1765 22/8135 0.9675 1 0.6259 ASS1/ARG2 2 KEGG hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 1/1765 14/8135 0.9675 1 0.6259 ST3GAL2 1 KEGG hsa05016 Huntington disease 54/1765 306/8135 0.9682 1 0.6259 GPX3/PPARG/CLTC/HIP1/NDUFA3/CASP8/PLCB1/GPX7/TFAM/UQCR11/PLCB3/PPARGC1A/PSMB2/DCTN6/NDUFS3/TUBA1A/COX7A1/ATG2A/NDUFA9/KIF5C/HDAC1/CLTCL1/NDUFB3/TUBA4A/UQCRQ/CREBBP/RB1CC1/NDUFB5/TUBA1B/UQCR10/PSMD11/NDUFA1/PSMD14/NDUFB11/NDUFB2/AP2A2/TAF4B/PSMD12/COX5A/TUBA1C/BAX/PLCB4/CASP3/STX1A/DNAL4/CLTA/COX7B/PPIF/PSMC4/SLC25A6/DCTN5/AP2S1/ULK1/ITPR1 54 KEGG hsa00860 Porphyrin metabolism 5/1765 43/8135 0.9713 1 0.6259 CP/UROS/BLVRA/ALAD/GUSB 5 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 4/1765 37/8135 0.9735 1 0.6259 ASS1/ASNS/GAD1/ALDH5A1 4 KEGG hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 2/1765 24/8135 0.9785 1 0.6259 HS3ST2/EXT1 2 KEGG hsa00190 Oxidative phosphorylation 20/1765 134/8135 0.982 1 0.6259 ATP6V0E2/NDUFA3/ATP6V1A/UQCR11/NDUFS3/ATP6V0B/COX7A1/NDUFA9/TCIRG1/NDUFB3/UQCRQ/NDUFB5/ATP6V1D/UQCR10/NDUFA1/ATP6V0D1/NDUFB11/NDUFB2/COX5A/COX7B 20 KEGG hsa04976 Bile secretion 12/1765 89/8135 0.9827 1 0.6259 ADCY7/PRKACB/ABCC4/AQP9/ADCY3/ABCC3/LDLR/ATP1A1/CA2/SLC2A1/SCT/ATP1A2 12 KEGG hsa04950 Maturity onset diabetes of the young 2/1765 26/8135 0.9859 1 0.6259 HES1/HHEX 2 KEGG hsa04742 Taste transduction 11/1765 86/8135 0.9881 1 0.6259 PRKACB/PLCB1/PLCB3/ITPR3/SCN3A/PDE1A/GABRA2/PLCB4/GNAT3/KCNK5/SCN9A 11 KEGG hsa00062 Fatty acid elongation 2/1765 27/8135 0.9886 1 0.6259 ACOT7/PPT1 2 KEGG hsa04714 Thermogenesis 37/1765 232/8135 0.9894 1 0.6259 ADCY7/RPS6KA1/PRKACB/PLIN1/MAPK13/PPARG/GRB2/KDM3A/PNPLA2/NDUFA3/ADCY3/UQCR11/ACSL5/PPARGC1A/LIPE/NDUFS3/ACTB/PRKAA1/COX7A1/SLC25A20/NDUFA9/NDUFB3/UQCRQ/NPR1/NDUFB5/UQCR10/SMARCC2/NDUFA1/RPS6KB1/NDUFB11/FGFR1/NDUFB2/COX5A/SMARCD3/NDUFAF1/COX7B/SMARCD2 37 KEGG hsa04744 Phototransduction 2/1765 29/8135 0.9926 1 0.6259 CALML4/GNB1 2 KEGG hsa03008 Ribosome biogenesis in eukaryotes 14/1765 109/8135 0.9939 1 0.6259 NXF1/GTPBP4/WDR43/NXT1/FBL/MPHOSPH10/REXO2/CSNK2A2/RAN/UTP14A/MDN1/NHP2/FCF1/NAT10 14 KEGG hsa00030 Pentose phosphate pathway 2/1765 30/8135 0.994 1 0.6259 FBP1/TALDO1 2 KEGG hsa00140 Steroid hormone biosynthesis 6/1765 61/8135 0.9956 1 0.6259 AKR1C1/COMT/HSD11B1/HSD17B8/SRD5A1/CYP11A1 6 KEGG hsa05034 Alcoholism 27/1765 187/8135 0.9958 1 0.6259 FOSB/CALML4/PRKACB/ATF4/MAOA/NTRK2/GRB2/GNG5/PPP1CA/SLC29A3/SLC6A3/GNAI2/HDAC1/PPP1CB/PDYN/GNG12/RAF1/SLC29A1/PKIA/GNG10/HDAC3/MAOB/GNB1/MAPK3/MAPK1/DRD1/GNG7 27 KEGG hsa00830 Retinol metabolism 7/1765 68/8135 0.9958 1 0.6259 ADH1B/DHRS9/ADH1C/AOX1/ADH5/CYP26B1/DHRS3 7 KEGG hsa00515 Mannose type O-glycan biosynthesis 1/1765 23/8135 0.9964 1 0.6259 FUT4 1 KEGG hsa03020 RNA polymerase 1/1765 34/8135 0.9998 1 0.6259 POLR1E 1 KEGG hsa04080 Neuroactive ligand-receptor interaction 50/1765 353/8135 0.9999 1 0.6259 ADM/EDNRB/GZMA/AGTR1/PARD3/APLNR/GHR/PTAFR/P2RX7/P2RX5/LEP/NPY1R/FPR3/C3AR1/PTH1R/S1PR4/P2RY6/BDKRB2/P2RX4/MCHR1/ADRA2A/THRB/PDYN/CALCRL/LPAR1/LPAR6/GRM6/F2R/FPR1/TACR1/GAL/GABRA2/P2RY10/HCRTR2/ADRA2C/P2RY13/SCT/P2RY2/GRM3/GLRB/LPAR2/VIPR2/CHRNA9/BDKRB1/GLP1R/THRA/C5/C5AR1/DRD1/NMU 50 KEGG hsa05033 Nicotine addiction 1/1765 40/8135 0.9999 1 0.6259 GABRA2 1 KEGG hsa00970 Aminoacyl-tRNA biosynthesis 1/1765 66/8135 1 1 0.6259 GATC 1 KEGG hsa04740 Olfactory transduction 16/1765 440/8135 1 1 0.6259 CALML4/PRKACB/ARRB2/RGS2/ADCY3/SLC8A1/NCALD/PDE2A/ARRB1/PDE1A/OR2C1/GNB1/OR3A1/OR7A10/GNAL/GNG7 16