ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa04510 Focal adhesion 54/1160 201/8135 1.602e-06 0.0005125 0.000452 ITGB3/COL9A2/MYL9/ITGB5/PDPK1/ITGA4/COL6A1/PRKCB/CAV2/FLT1/JUN/CRKL/VEGFC/LAMC1/TNXB/VWF/CCND1/ITGA7/DIAPH1/RAF1/IGF1R/FN1/LAMC2/SPP1/THBS4/EGFR/VAV1/ITGA9/IGF1/ITGA3/EGF/COL4A1/COL4A2/PAK4/PDGFRA/PIK3CD/THBS3/ACTN1/BCAR1/PDGFRB/FLNC/LAMB1/ITGB8/VAV3/PAK3/FLNA/SOS2/CAV1/COL6A2/KDR/ITGA2/TNC/PARVA/COL1A2 54 KEGG hsa05205 Proteoglycans in cancer 54/1160 205/8135 3.078e-06 0.0005125 0.000452 ITGB3/CTTN/ARAF/ITGB5/PDPK1/CAMK2G/ITPR1/MAPK11/PRKCB/EIF4B/CAV2/TNF/TWIST1/TGFB2/WNT5B/TGFB1/CCND1/MIR21/NANOG/RAF1/IGF1R/FN1/SDC2/TWIST2/EGFR/VAV1/IGF1/MSN/CBL/MMP9/WNT9A/FZD10/TIMP3/PIK3CD/ANK1/SMO/FRS2/FLNC/GPC1/FZD5/ANK2/VAV3/WNT5A/DCN/FLNA/SOS2/CAV1/HCLS1/MTOR/KDR/ITGA2/FZD4/ARHGEF12/COL1A2 54 KEGG hsa05165 Human papillomavirus infection 76/1160 331/8135 9.787e-06 0.001086 0.0009581 ITGB3/COL9A2/SLC9A3R1/ITGB5/FADD/MPP5/ITGA4/EP300/PPP2R3C/HEYL/ATP6V1E1/COL6A1/APC/PARD3/IRF1/TNF/PARD6G/DLG1/PPP2CA/LAMC1/WNT5B/TNXB/TCF7L1/CREB1/HES6/VWF/HES1/CCND1/ITGA7/ATP6V0A2/DLG2/CREBBP/RAF1/ATP6V1G3/FN1/LAMC2/PTGER4/SPP1/THBS4/PPP2R5E/EGFR/JAK1/ITGA9/UBR4/RELA/ITGA3/EGF/COL4A1/CSNK1A1/MFNG/COL4A2/HLA-B/WNT9A/FZD10/PIK3CD/THBS3/PDGFRB/CREB3L1/NOTCH1/NOTCH2/LAMB1/FZD5/ITGB8/WNT5A/PARD6A/SOS2/COL6A2/MTOR/BAK1/ITGA2/FZD4/TNC/NOTCH3/HLA-A/PARD6B/COL1A2 76 KEGG hsa05146 Amoebiasis 30/1160 102/8135 5.47e-05 0.003705 0.003267 CD1C/ARG2/CTSG/ARG1/PRKCB/TNF/TGFB2/LAMC1/IL1R1/TGFB1/FN1/CD1B/LAMC2/HSPB1/RELA/PLCB2/COL4A1/PLCB1/COL4A2/PIK3CD/IL12A/ACTN1/SERPINB9/RAB7B/IL1B/MUC2/LAMB1/CXCL1/GNA14/COL1A2 30 KEGG hsa04512 ECM-receptor interaction 27/1160 88/8135 5.688e-05 0.003705 0.003267 ITGB3/COL9A2/ITGB5/ITGA4/COL6A1/LAMC1/TNXB/AGRN/VWF/ITGA7/FN1/LAMC2/SPP1/THBS4/NPNT/ITGA9/ITGA3/COL4A1/COL4A2/THBS3/LAMB1/ITGB8/COL6A2/ITGA2/GP1BA/TNC/COL1A2 27 KEGG hsa05171 Coronavirus disease - COVID-19 55/1160 232/8135 6.675e-05 0.003705 0.003267 C1QB/C1QA/RPS27/C1QC/RPS28/NFKBIB/RPS27L/NFKBIA/MAPK11/PRKCB/TNF/JUN/MMP1/RPS15/C2/SELP/CFB/VWF/UBA52/NRP1/ACE/RPS26/RPLP1/RPL28/RPS3A/FAU/FOS/RPL10/TRAF6/EGFR/IFIH1/JAK1/RELA/RPL29/RSL24D1/F13A1/MMP3/RPS8/RPS4Y1/RPS2/PIK3CD/AGTR1/IL12A/RPL39/RPS10/IL2/C1R/RPL6/IL1B/RPL14/RPS7/C1S/RPL22L1/RPL9/RPL15 55 KEGG hsa04380 Osteoclast differentiation 34/1160 128/8135 0.0001704 0.007216 0.006364 ITGB3/JUND/FHL2/FOSB/PPARG/NFKB2/NFKBIA/MAPK11/CSF1/SQSTM1/TNF/JUN/TGFB2/LILRA4/IL1R1/TGFB1/CREB1/FCGR2B/MAP3K14/FCGR3B/FOS/BTK/TRAF6/CYLD/LILRB5/JAK1/RELA/TNFRSF11A/PIK3CD/ACP5/IL1B/TREM2/PPP3CB/JUNB 34 KEGG hsa04810 Regulation of actin cytoskeleton 51/1160 218/8135 0.0001734 0.007216 0.006364 ITGB3/MYL9/IQGAP3/ARAF/ITGB5/ITGA4/APC/WASF2/CRKL/SSH1/ITGA7/DIAPH1/RAF1/FN1/FGF18/BDKRB2/ARHGEF7/EGFR/VAV1/LPAR4/ITGA9/CXCL12/ITGA3/MSN/EGF/PAK4/PDGFRA/PIK3CD/ITGAL/PFN4/ACTN1/WASF1/BCAR1/ENAH/PDGFRB/TMSB4Y/MYH9/DIAPH3/NCKAP1/ITGB8/VAV3/FGD3/PAK3/GNG12/SOS2/ARPC2/ITGA2/MYH10/PFN1/ARHGEF12/SSH3 51 KEGG hsa04360 Axon guidance 44/1160 182/8135 0.0002194 0.008119 0.007161 ABLIM3/MYL9/PDPK1/CAMK2G/SEMA3B/RGMA/PLXNA3/PARD3/PARD6G/WNT5B/SSH1/SRGAP1/SEMA3G/NRP1/L1CAM/BOC/RAF1/NFATC4/SEMA4D/CXCL12/SEMA6D/SEMA5B/EPHB4/PAK4/PIK3CD/RND1/LRIG2/EFNB2/SMO/ENAH/PLXNA1/PPP3CB/WNT5A/PAK3/PARD6A/SLIT2/NTN4/SEMA3E/SLIT1/ARHGEF12/EPHB2/SSH3/PARD6B/NFATC3 44 KEGG hsa04151 PI3K-Akt signaling pathway 74/1160 354/8135 0.0003215 0.01045 0.009217 ITGB3/COL9A2/NTF3/ITGB5/PDPK1/ITGA4/PPP2R3C/BDNF/COL6A1/CSF1/EIF4B/HSP90B1/FLT1/PPP2CA/VEGFC/LAMC1/TNXB/LPAR6/CREB1/VWF/CCND1/ITGA7/HSP90AA1/RAF1/IGF1R/FN1/FGF18/GNG11/LAMC2/SPP1/THBS4/PPP2R5E/EGFR/BCL2L1/NTRK2/NOS3/JAK1/LPAR4/ITGA9/IGF1/RELA/ITGA3/GNB3/YWHAZ/EGF/COL4A1/COL4A2/PDGFRA/PIK3CD/OSMR/IL2/THBS3/MCL1/PDGFRB/CREB3L1/TEK/LAMB1/ANGPT2/PKN3/PKN2/ITGB8/MAGI2/GNG12/SOS2/HSP90AB1/COL6A2/MTOR/GHR/KDR/ITGA2/GNGT2/TNC/GNG10/COL1A2 74 KEGG hsa05215 Prostate cancer 27/1160 97/8135 0.0003452 0.01045 0.009217 ARAF/PDPK1/ERG/EP300/NFKBIA/HSP90B1/TCF7L1/CREB1/CCND1/HSP90AA1/CREBBP/RAF1/IGF1R/EGFR/IGF1/RELA/EGF/MMP3/PDGFRA/MMP9/PIK3CD/PLAT/PDGFRB/CREB3L1/SOS2/HSP90AB1/MTOR 27 KEGG hsa05202 Transcriptional misregulation in cancer 45/1160 193/8135 0.0004431 0.01144 0.01009 ETV7/MAF/ERG/PPARG/PBX1/HPGD/FLT1/CDK9/LDB1/ELANE/RXRB/FUS/KLF3/CDKN2C/SMAD1/IGF1R/NFKBIZ/TSPAN7/REL/CEBPE/MAX/DDIT3/JUP/GRIA3/BCL2L1/PML/CCNT2/IGF1/RELA/SIX1/MMP3/MMP9/HOXA10/FLI1/PLAT/NUPR1/JMJD1C/HOXA11/RUNX1T1/EWSR1/HOXA9/BAK1/ETV1/SIN3A/IGFBP3 45 KEGG hsa04926 Relaxin signaling pathway 33/1160 129/8135 0.0004466 0.01144 0.01009 ADCY3/EDNRB/NFKBIA/MAPK11/ADCY7/JUN/VEGFC/MMP1/TGFB1/ADCY4/CREB1/RAF1/GNG11/FOS/EGFR/NOS3/ADCY6/RELA/PLCB2/GNB3/COL4A1/PLCB1/COL4A2/MMP9/PIK3CD/CREB3L1/RXFP2/GNG12/SOS2/GNGT2/ACTA2/GNG10/COL1A2 33 KEGG hsa04610 Complement and coagulation cascades 23/1160 85/8135 0.001406 0.03345 0.0295 CLU/PROS1/C1QB/C1QA/C1QC/CR1L/CFH/PROC/CD59/C2/CFB/VWF/BDKRB2/SERPING1/F8/CFHR2/F13A1/TFPI/PLAT/C1R/C1S/CFI/A2M 23 KEGG hsa04141 Protein processing in endoplasmic reticulum 39/1160 171/8135 0.00161 0.03574 0.03152 SEC62/SEC61B/PPP1R15A/MBTPS1/EDEM1/HSP90B1/EIF2AK4/DNAJA1/PDIA3/HYOU1/HERPUD1/EIF2S1/ERN1/ERP29/HSP90AA1/UBXN1/SSR1/DNAJC10/DDIT3/DERL1/MAP3K5/UBE4B/TRAM1L1/VCP/DDOST/LMAN1L/SEC24B/STT3B/UBE2D3/UBE2G2/HSP90AB1/PRKCSH/DNAJA2/BAK1/WFS1/TUSC3/HSPA5/CRYAB/CUL1 39 KEGG hsa05418 Fluid shear stress and atherosclerosis 33/1160 139/8135 0.001783 0.03711 0.03272 ITGB3/ACVR1/KEAP1/MAPK11/HSP90B1/SQSTM1/CAV2/TNF/JUN/IL1R1/HSP90AA1/SDC2/FOS/GSTT2/GSTT1/NOS3/ACVR2A/MAP3K5/RELA/ASS1/MMP9/PIK3CD/PLAT/GSTM5/CALML4/IL1B/GPC1/DUSP1/CDH5/HSP90AB1/CAV1/KDR/NQO1 33 KEGG hsa04657 IL-17 signaling pathway 24/1160 94/8135 0.002632 0.05156 0.04547 CXCL5/JUND/TNFAIP3/FOSB/FADD/NFKBIA/MAPK11/HSP90B1/TNF/JUN/MMP1/LCN2/TRAF4/HSP90AA1/FOS/TRAF6/RELA/CXCL6/MMP3/MMP9/IL1B/IL17D/CXCL1/HSP90AB1 24 KEGG hsa05144 Malaria 15/1160 50/8135 0.003153 0.05651 0.04984 HBB/CR1L/GYPB/TNF/TGFB2/TGFB1/SELP/SDC2/THBS4/ITGAL/IL12A/THBS3/IL1B/TLR9/GYPA 15 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 26/1160 106/8135 0.003261 0.05651 0.04984 ADCY3/ARAF/SLC9A3R1/ITPR1/JUND/MEF2D/PRKCB/ADCY7/ADCY4/RXRB/CREB1/AKAP13/RAF1/PDE4B/FOS/EGFR/ADCY6/PLCB2/PTH1R/PLCB1/CREB3L1/NR4A2/KL/LRP5/MMP25/NACA 26 KEGG hsa05414 Dilated cardiomyopathy 24/1160 96/8135 0.00354 0.05651 0.04984 ITGB3/ADCY3/ITGB5/ITGA4/CACNA2D2/ADCY7/TNF/TGFB2/TGFB1/TPM1/ADCY4/CACNB3/ITGA7/SGCD/ADCY6/ITGA9/IGF1/ITGA3/CACNA2D3/ITGB8/SGCB/RYR2/ITGA2/DMD 24 KEGG hsa04668 TNF signaling pathway 27/1160 112/8135 0.003564 0.05651 0.04984 CXCL5/TNFAIP3/FADD/BAG4/NFKBIA/MAPK11/CSF1/IRF1/TNF/JUN/VEGFC/CREB1/ITCH/MAP3K14/CX3CL1/FOS/MAP3K5/RELA/CXCL6/MMP3/MMP9/PIK3CD/CREB3L1/IL1B/CXCL1/RPS6KA5/JUNB 27 KEGG hsa05163 Human cytomegalovirus infection 47/1160 225/8135 0.003841 0.05672 0.05002 ITGB3/ADCY3/ITPR1/FADD/NFKBIA/MAPK11/PRKCB/ADCY7/TNF/CRKL/IL1R1/PDIA3/ADCY4/CREB1/AKAP13/CCND1/CX3CL1/RAF1/GNG11/NFATC4/PTGER4/EGFR/JAK1/ADCY6/RELA/CXCL12/PLCB2/GNB3/PLCB1/HLA-B/PDGFRA/PIK3CD/BCAR1/CREB3L1/CALML4/IL1B/PPP3CB/GNG12/SOS2/IL10RA/MTOR/BAK1/GNGT2/ARHGEF12/GNG10/HLA-A/NFATC3 47 KEGG hsa05133 Pertussis 20/1160 76/8135 0.003984 0.05672 0.05002 C1QB/C1QA/CXCL5/C1QC/IRF8/MAPK11/IRF1/TNF/JUN/C2/FOS/SERPING1/TRAF6/RELA/CXCL6/IL12A/C1R/CALML4/IL1B/C1S 20 KEGG hsa03013 Nucleocytoplasmic transport 26/1160 108/8135 0.004274 0.05672 0.05002 SRRM1/NXF3/NXT1/NUP93/IPO9/THOC2/IPO7/DDX19A/NUP50/KPNA1/EEF1A1/NUP153/NUP210/KPNA3/RAE1/NUP188/NUP160/NUP54/NXF1/NUP214/NUP155/NUP210L/RANGAP1/TNPO3/IPO5/KPNA4 26 KEGG hsa04662 B cell receptor signaling pathway 21/1160 82/8135 0.004552 0.05672 0.05002 INPP5D/NFKBIB/NFKBIA/PRKCB/JUN/BCL10/LILRA4/NFKBIE/FCGR2B/RAF1/FOS/BTK/VAV1/LILRB5/RELA/PIK3CD/PPP3CB/VAV3/SOS2/LYN/NFATC3 21 KEGG hsa05224 Breast cancer 33/1160 147/8135 0.004603 0.05672 0.05002 ARAF/NCOA3/HEYL/NFKB2/APC/JUN/WNT5B/TCF7L1/HES1/CCND1/JAG2/RAF1/IGF1R/FGF18/FOS/EGFR/IGF1/EGF/CSNK1A1/WNT9A/FZD10/PIK3CD/NOTCH1/NOTCH2/FZD5/WNT5A/SOS2/MTOR/BAK1/FZD4/NOTCH3/LRP5/NCOA1 33 KEGG hsa05140 Leishmaniasis 20/1160 77/8135 0.004678 0.05672 0.05002 HLA-DPB1/CR1L/NFKBIB/MARCKSL1/ITGA4/NFKBIA/MAPK11/PRKCB/TNF/JUN/TGFB2/TGFB1/FCGR3B/FOS/TRAF6/JAK1/RELA/EEF1A1/IL12A/IL1B 20 KEGG hsa04015 Rap1 signaling pathway 44/1160 210/8135 0.004769 0.05672 0.05002 ITGB3/ADCY3/MAPK11/CSF1/PARD3/PRKCB/ADCY7/PARD6G/FLT1/CRKL/VEGFC/ADCY4/RASSF5/RAF1/IGF1R/FGF18/RAPGEF3/EGFR/VAV1/ADCY6/LPAR4/IGF1/PLCB2/EGF/PLCB1/PDGFRA/PIK3CD/ITGAL/PFN4/BCAR1/ENAH/PDGFRB/CALML4/TEK/RAPGEF5/ANGPT2/VAV3/MAGI2/PARD6A/RGS14/KDR/PFN1/RAPGEF4/PARD6B 44 KEGG hsa04919 Thyroid hormone signaling pathway 28/1160 121/8135 0.005592 0.06262 0.05522 ITGB3/PDPK1/NCOA3/EP300/PRKCB/ATP1B2/RXRB/PFKFB2/CCND1/RCAN2/CREBBP/RAF1/THRB/MED13/PLCB2/PLCB1/PIK3CD/MED30/NOTCH1/DIO2/NOTCH2/PLCD4/NCOA2/MTOR/NOTCH3/SIN3A/PFKP/NCOA1 28 KEGG hsa04350 TGF-beta signaling pathway 23/1160 94/8135 0.005641 0.06262 0.05522 LTBP1/ACVR1/RGMA/INHBA/EP300/TNF/SMAD7/PPP2CA/TGFB2/TGFB1/CREBBP/SMAD1/BMP2/ACVR2A/TGIF2/INHBE/GREM2/BMP8A/CDKN2B/DCN/FBN1/FMOD/CUL1 23 KEGG hsa05410 Hypertrophic cardiomyopathy 22/1160 90/8135 0.006779 0.07282 0.06423 ITGB3/ITGB5/ITGA4/CACNA2D2/TNF/TGFB2/TGFB1/TPM1/CACNB3/ACE/ITGA7/SGCD/ITGA9/IGF1/ITGA3/CACNA2D3/PRKAG2/ITGB8/SGCB/RYR2/ITGA2/DMD 22 KEGG hsa04530 Tight junction 36/1160 169/8135 0.007711 0.08024 0.07077 MYL9/CD1C/CTTN/SLC9A3R1/CLDN5/MPP5/MYL6B/PARD3/RAB13/PARD6G/JUN/DLG1/PPP2CA/CCND1/DLG2/CD1B/CLDN11/JAM2/MAP3K5/MAP3K1/MSN/WHAMM/ACTN1/AMOTL2/PRKAG2/MYH9/MPDZ/TJP1/PARD6A/ARPC2/HCLS1/MYH10/RAB8A/CGNL1/CLDN10/PARD6B 36 KEGG hsa05142 Chagas disease 24/1160 102/8135 0.007964 0.08036 0.07088 C1QB/C1QA/C1QC/FADD/NFKBIA/MAPK11/TNF/JUN/PPP2CA/TGFB2/TGFB1/ACE/BDKRB2/FOS/TRAF6/RELA/PLCB2/PLCB1/PIK3CD/IL12A/IL2/IL1B/TLR9/GNA14 24 KEGG hsa04010 MAPK signaling pathway 57/1160 294/8135 0.008333 0.08047 0.07097 MKNK2/PLA2G4C/ARAF/NTF3/JUND/BDNF/NFKB2/MAPK11/CSF1/PRKCB/CACNA2D2/TNF/FLT1/JUN/DUSP10/TGFB2/CRKL/VEGFC/IL1R1/TGFB1/CACNB3/MAP3K14/RAF1/IGF1R/FGF18/FOS/MAX/DDIT3/TRAF6/MAP3K2/EGFR/NTRK2/HSPB1/MAP3K5/MAP3K1/IGF1/RELA/EGF/PDGFRA/STK4/CACNA2D3/PPM1A/PDGFRB/IL1B/FLNC/TEK/ANGPT2/PPP3CB/FLNA/GNG12/SOS2/DUSP1/MAP3K3/MAPKAPK5/KDR/RPS6KA5/NFATC3 57 KEGG hsa04935 Growth hormone synthesis, secretion and action 27/1160 119/8135 0.008458 0.08047 0.07097 ADCY3/ITPR1/EP300/MAPK11/PRKCB/ADCY7/GHRL/CRKL/ADCY4/CREB1/CREBBP/RAF1/FOS/ADCY6/MAP3K1/IGF1/PLCB2/PLCB1/IRS2/PIK3CD/BCAR1/CREB3L1/SOS2/MTOR/GHR/JUNB/IGFBP3 27 KEGG hsa01522 Endocrine resistance 23/1160 98/8135 0.009556 0.0884 0.07796 ADCY3/ARAF/NCOA3/MAPK11/ADCY7/JUN/ADCY4/CCND1/CDKN2C/JAG2/RAF1/IGF1R/FOS/EGFR/ADCY6/IGF1/MMP9/PIK3CD/NOTCH1/NOTCH2/SOS2/MTOR/NOTCH3 23 KEGG hsa05323 Rheumatoid arthritis 22/1160 93/8135 0.01011 0.08929 0.07874 CXCL5/HLA-DPB1/ATP6V1E1/CSF1/TNF/FLT1/JUN/TGFB2/MMP1/TGFB1/ATP6V0A2/ATP6V1G3/FOS/CXCL12/CXCL6/MMP3/TNFRSF11A/ITGAL/ACP5/IL1B/TEK/CXCL1 22 KEGG hsa04625 C-type lectin receptor signaling pathway 24/1160 104/8135 0.01019 0.08929 0.07874 ITPR1/NFKB2/NFKBIA/MAPK11/IRF1/TNF/JUN/BCL10/MAP3K14/RAF1/NFATC4/CYLD/RELA/PIK3CD/IL12A/IL2/PLK3/CALML4/IL1B/IL17D/PPP3CB/ARHGEF12/LSP1/NFATC3 24 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 21/1160 89/8135 0.01215 0.1037 0.09148 NFKBIB/NFKBIA/MAPK11/JUN/NFKBIE/BATF2/RAF1/FOS/TRAF6/EGFR/BATF/JAK1/RELA/EGF/PIK3CD/PPP3CB/TLR9/MAP3K3/MTOR/BATF3/NFATC3 21 KEGG hsa05166 Human T-cell leukemia virus 1 infection 44/1160 222/8135 0.01304 0.1085 0.0957 ADCY3/HLA-DPB1/POLB/EP300/NFKB2/NFKBIA/SLC25A5/ADCY7/TNF/JUN/DLG1/TGFB2/IL1R1/TGFB1/ADCY4/CREB1/ZFP36/NRP1/CCND1/MAP3K14/CDKN2C/CREBBP/TRRAP/FOS/NFATC4/BCL2L1/JAK1/ADCY6/MAP3K1/RELA/SLC25A6/BUB1B/HLA-B/PIK3CD/ITGAL/ANAPC10/IL2/CREB3L1/CDKN2B/PPP3CB/MSX1/MAP3K3/HLA-A/NFATC3 44 KEGG hsa04916 Melanogenesis 23/1160 101/8135 0.01375 0.1105 0.0975 ADCY3/CAMK2G/EDNRB/ASIP/EP300/PRKCB/ADCY7/WNT5B/TCF7L1/ADCY4/CREB1/CREBBP/RAF1/ADCY6/PLCB2/PLCB1/WNT9A/FZD10/CREB3L1/CALML4/FZD5/WNT5A/FZD4 23 KEGG hsa03010 Ribosome 33/1160 158/8135 0.01394 0.1105 0.0975 RPS27/RPS28/MRPL36/RPS27L/RPS15/UBA52/RPS26/RPLP1/RPL28/RPS3A/FAU/MRPL15/MRPL20/RPL10/RPL29/RSL24D1/MRPS14/RPS8/RPS4Y1/RPS2/RPL39/RPS10/MRPL18/RPL6/MRPL13/MRPL21/MRPL17/RPL14/RPS7/RPL22L1/RPL9/MRPL2/RPL15 33 KEGG hsa04713 Circadian entrainment 22/1160 97/8135 0.01647 0.1276 0.1125 ADCY3/CAMK2G/ITPR1/PRKCB/ADCY7/ADCY4/CREB1/GNG11/FOS/GRIA3/ADCY6/PLCB2/GNB3/PLCB1/CALML4/RYR2/GNG12/ADCYAP1/GNGT2/RPS6KA5/PER1/GNG10 22 KEGG hsa04974 Protein digestion and absorption 23/1160 103/8135 0.01727 0.1307 0.1153 COL9A2/MME/COL6A1/ATP1B2/COL10A1/COL16A1/COL18A1/ELN/COL27A1/COL4A1/SLC1A1/COL4A2/SLC7A9/COL14A1/COL5A1/COL12A1/COL21A1/COL6A2/COL17A1/CPA2/PRSS2/COL5A2/COL1A2 23 KEGG hsa04660 T cell receptor signaling pathway 23/1160 104/8135 0.01928 0.1427 0.1259 PDPK1/NFKBIB/NFKBIA/MAPK11/TNF/JUN/DLG1/BCL10/NFKBIE/MAP3K14/RAF1/FOS/VAV1/RELA/PAK4/PIK3CD/IL2/PPP3CB/VAV3/PAK3/SOS2/PTPRC/NFATC3 23 KEGG hsa04371 Apelin signaling pathway 29/1160 139/8135 0.02055 0.1487 0.1312 TFAM/ADCY3/MAP1LC3A/ITPR1/MEF2D/MYL4/ADCY7/ADCY4/CCND1/RAF1/GNG11/SPP1/NOS3/ADCY6/PLCB2/GNB3/PLCB1/AGTR1/PLAT/APLNR/PRKAG2/CALML4/RYR2/GNG12/MTOR/GNGT2/ACTA2/GNG10/NOTCH3 29 KEGG hsa04270 Vascular smooth muscle contraction 28/1160 134/8135 0.02214 0.1568 0.1383 ADCY3/MYL9/PLA2G4C/ARAF/ITPR1/MYL6B/PRKCB/ADCY7/ADCY4/ACTG2/PLA2G5/RAF1/CALD1/EDN3/CALCRL/ADCY6/PLCB2/RAMP2/PLCB1/AGTR1/KCNMA1/RAMP3/CALML4/MYH9/PLA2G2A/MYH10/ACTA2/ARHGEF12 28 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 22/1160 100/8135 0.02304 0.1599 0.141 MAPK11/PRKCB/TNF/JUN/TGFB2/VEGFC/TGFB1/CCND1/DIAPH1/FN1/NOS3/RELA/PLCB2/COL4A1/PLCB1/COL4A2/PIK3CD/AGTR1/IL1B/PLCD4/NOX4/COL1A2 22 KEGG hsa05131 Shigellosis 46/1160 247/8135 0.03195 0.2171 0.1915 RRAGA/MYL9/CTTN/MAP1LC3A/ITPR1/NFKBIB/CASP4/ARF1/NFKBIA/MAPK11/WASF2/SQSTM1/TNF/JUN/BCL10/CRKL/IL1R1/TECPR1/UBA52/TNIP1/U2AF1L4/PPID/DIAPH1/TRAF6/EGFR/BCL2L1/FNBP1L/RELA/PLCB2/U2AF1/PLCB1/PIK3CD/PFN4/ACTN1/WASF1/BCAR1/IL1B/PLCD4/UBC/UBE2D3/ARPC2/HCLS1/MTOR/RPS6KA5/PFN1/CUL1 46 KEGG hsa05222 Small cell lung cancer 20/1160 92/8135 0.03292 0.2193 0.1934 NFKBIA/LAMC1/RXRB/TRAF4/CCND1/FN1/LAMC2/MAX/TRAF6/BCL2L1/RELA/ITGA3/COL4A1/COL4A2/PIK3CD/CDKN2B/LAMB1/SKP2/BAK1/ITGA2 20 KEGG hsa05231 Choline metabolism in cancer 21/1160 98/8135 0.0339 0.2214 0.1952 PLA2G4C/PDPK1/WASF3/WASF2/PRKCB/JUN/RAF1/FOS/EGFR/EGF/PDGFRA/DGKD/PIK3CD/WASF1/PDGFRB/SOS2/DGKZ/SLC44A3/MTOR/SLC44A2/PCYT1A 21 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 17/1160 77/8135 0.04097 0.2624 0.2314 ITGB3/ITGB5/ITGA4/CACNA2D2/TCF7L1/CACNB3/ITGA7/SGCD/JUP/ITGA9/ITGA3/CACNA2D3/ITGB8/SGCB/RYR2/ITGA2/DMD 17 KEGG hsa04211 Longevity regulating pathway 19/1160 89/8135 0.04362 0.2741 0.2417 ADCY3/PPARG/ADCY7/ADCY4/CREB1/IGF1R/SIRT1/SESN2/ADCY6/IGF1/RELA/ADIPOR2/IRS2/PIK3CD/SESN3/CREB3L1/PRKAG2/MTOR/KL 19 KEGG hsa04068 FoxO signaling pathway 26/1160 131/8135 0.04736 0.2921 0.2576 GABARAPL2/ARAF/PDPK1/EP300/MAPK11/TGFB2/TGFB1/CCND1/CREBBP/RAF1/IGF1R/USP7/SIRT1/EGFR/IGF1/EGF/IRS2/STK4/PIK3CD/PLK3/PLK1/PRKAG2/CDKN2B/SKP2/FBXO25/SOS2 26 KEGG hsa04670 Leukocyte transendothelial migration 23/1160 114/8135 0.05078 0.3022 0.2665 MYL9/CLDN5/ITGA4/MAPK11/PRKCB/ESAM/RASSF5/RAPGEF3/CLDN11/VAV1/JAM2/CXCL12/MSN/MMP9/PIK3CD/ITGAL/ACTN1/BCAR1/THY1/VAV3/CDH5/CLDN10/RAPGEF4 23 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 17/1160 79/8135 0.05082 0.3022 0.2665 ARAF/PRKCB/GAS6/RAF1/IGF1R/EGFR/BCL2L1/JAK1/IGF1/EGF/PDGFRA/PIK3CD/PDGFRB/SOS2/MTOR/KDR/AXL 17 KEGG hsa03015 mRNA surveillance pathway 20/1160 97/8135 0.05391 0.3095 0.273 CPSF7/SRRM1/NXF3/PABPC4/PELO/PPP2R3C/NXT1/PAPOLA/PPP2CA/FUS/DDX19A/PABPC3/PPP2R5E/PABPN1/NXF1/PCF11/PABPC4L/SMG6/RNGTT/RNMT 20 KEGG hsa04666 Fc gamma R-mediated phagocytosis 20/1160 97/8135 0.05391 0.3095 0.273 PLA2G4C/AMPH/INPP5D/MARCKSL1/WASF3/WASF2/ASAP2/PRKCB/CRKL/ASAP3/FCGR2B/FCGR3B/RAF1/VAV1/PIK3CD/WASF1/VAV3/ARPC2/LYN/PTPRC 20 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 36/1160 194/8135 0.05533 0.3097 0.2732 MAP1LC3A/ITPR1/FADD/EP300/NFKBIA/MAPK11/JUN/TCF7L1/CREB1/ZFP36/UBA52/CCND1/CREBBP/RAF1/GNG11/FOS/NFATC4/JAK1/RELA/GNB3/HLA-B/CLEC2B/PIK3CD/CALML4/ANGPT2/PPP3CB/UBC/CXCL1/GNG12/MTOR/LYN/BAK1/GNGT2/GNG10/HLA-A/NFATC3 36 KEGG hsa05219 Bladder cancer 10/1160 41/8135 0.05805 0.3097 0.2732 ARAF/RASSF1/MMP1/CCND1/RAF1/EGFR/DAPK2/EGF/MMP9/RPS6KA5 10 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 20/1160 98/8135 0.05904 0.3097 0.2732 ADCY3/PLA2G4C/CAMK2G/ITPR1/MAPK11/PRKCB/ADCY7/IL1R1/ADCY4/BDKRB2/PTGER4/ADCY6/IGF1/PLCB2/PLCB1/P2RY2/PIK3CD/HRH1/CALML4/IL1B 20 KEGG hsa04925 Aldosterone synthesis and secretion 20/1160 98/8135 0.05904 0.3097 0.2732 ADCY3/CYP11A1/CAMK2G/ITPR1/DAGLB/PRKCB/ADCY7/ATP1B2/ADCY4/CREB1/PDE2A/CYP21A2/ADCY6/PLCB2/PLCB1/AGTR1/KCNK3/CREB3L1/CALML4/NR4A2 20 KEGG hsa04924 Renin secretion 15/1160 69/8135 0.05925 0.3097 0.2732 ITPR1/CREB1/ACE/PTGER4/EDN3/ADCY6/PLCB2/PLCB1/AGTR1/KCNMA1/AQP1/CALML4/PDE1A/PPP3CB/ADCYAP1 15 KEGG hsa04064 NF-kappa B signaling pathway 21/1160 104/8135 0.05953 0.3097 0.2732 TNFAIP3/NFKB2/NFKBIA/PRKCB/TNF/BCL10/IL1R1/MAP3K14/BTK/TRAF6/CCL13/BCL2L1/CYLD/RELA/CXCL12/CARD10/TNFRSF11A/IL1B/CCL21/CXCL1/LYN 21 KEGG hsa05214 Glioma 16/1160 75/8135 0.06091 0.312 0.2752 ARAF/CAMK2G/PRKCB/CCND1/RAF1/IGF1R/EGFR/IGF1/EGF/PDGFRA/PIK3CD/PDGFRB/CALML4/SOS2/MTOR/BAK1 16 KEGG hsa05417 Lipid and atherosclerosis 39/1160 215/8135 0.06386 0.318 0.2804 PDPK1/CAMK2G/ITPR1/PPARG/NFKBIA/MAPK11/HSP90B1/TNF/JUN/MMP1/RXRB/SELP/EIF2S1/ERN1/HSP90AA1/FOS/DDIT3/TRAF6/BCL2L1/NOS3/VAV1/MAP3K5/RELA/PLCB2/PLCB1/MMP3/MMP9/PIK3CD/IL12A/CALML4/IL1B/PPP3CB/CXCL1/VAV3/POU2F2/HSP90AB1/LYN/HSPA5/NFATC3 39 KEGG hsa04912 GnRH signaling pathway 19/1160 93/8135 0.06397 0.318 0.2804 ADCY3/PLA2G4C/CAMK2G/ITPR1/MAPK11/PRKCB/ADCY7/JUN/ADCY4/RAF1/MAP3K2/EGFR/ADCY6/MAP3K1/PLCB2/PLCB1/CALML4/SOS2/MAP3K3 19 KEGG hsa04120 Ubiquitin mediated proteolysis 27/1160 142/8135 0.06896 0.3377 0.2978 RHOBTB1/UBE2QL1/KEAP1/HERC1/UBA52/ITCH/FBXW7/FBXW8/FBXO4/TRAF6/HERC3/UBE2S/PML/MAP3K1/UBE4B/CBL/UBE3C/RCHY1/ANAPC10/MID1/FANCL/UBE2C/SKP2/UBC/UBE2D3/UBE2G2/CUL1 27 KEGG hsa04022 cGMP-PKG signaling pathway 31/1160 167/8135 0.07099 0.3393 0.2992 ADCY3/MYL9/ITPR1/EDNRB/MEF2D/GTF2I/SLC25A5/ADCY7/ATP1B2/ADCY4/CREB1/PDE2A/ADRA2A/RAF1/BDKRB2/NFATC4/GTF2IRD1/NOS3/ADCY6/SLC25A6/PLCB2/PLCB1/IRS2/AGTR1/KCNMA1/CREB3L1/KCNJ8/CALML4/PPP3CB/NFATC3/ADORA3 31 KEGG hsa04927 Cortisol synthesis and secretion 14/1160 65/8135 0.07133 0.3393 0.2992 ADCY3/CYP11A1/ITPR1/PBX1/ADCY7/ADCY4/CREB1/CYP21A2/ADCY6/PLCB2/PLCB1/AGTR1/KCNK3/CREB3L1 14 KEGG hsa05152 Tuberculosis 33/1160 180/8135 0.07374 0.3459 0.305 HLA-DPB1/CR1L/CAMK2G/FADD/EP300/MAPK11/TNF/BCL10/TGFB2/TGFB1/CREB1/FCGR2B/ATP6V0A2/CREBBP/NFYA/FCGR3B/RAF1/MRC2/CAMP/TRAF6/JAK1/RELA/IL12A/PLK3/CALML4/IL1B/PPP3CB/TLR9/IL10RA/ARHGEF12/CORO1A/LSP1/HSPA9 33 KEGG hsa05225 Hepatocellular carcinoma 31/1160 168/8135 0.07568 0.3468 0.3058 ARID1A/ARAF/ARID1B/KEAP1/APC/PRKCB/TGFB2/WNT5B/TGFB1/TCF7L1/CCND1/SMARCC1/RAF1/IGF1R/GSTT2/EGFR/GSTT1/BCL2L1/CSNK1A1/WNT9A/FZD10/PIK3CD/GSTM5/FZD5/WNT5A/SOS2/MTOR/BAK1/FZD4/LRP5/NQO1 31 KEGG hsa04722 Neurotrophin signaling pathway 23/1160 119/8135 0.07602 0.3468 0.3058 SH2B3/NTF3/PDPK1/CAMK2G/NFKBIB/BDNF/NFKBIA/MAPK11/JUN/CRKL/NFKBIE/RAF1/TRAF6/NTRK2/MAP3K5/MAP3K1/RELA/PIK3CD/FRS2/CALML4/SOS2/MAP3K3/RPS6KA5 23 KEGG hsa04150 mTOR signaling pathway 29/1160 156/8135 0.07753 0.3489 0.3077 GRB10/RRAGA/PDPK1/ATP6V1E1/DEPDC5/PRKCB/EIF4B/TNF/STRADB/WNT5B/FLCN/RAF1/ATP6V1G3/IGF1R/TELO2/SESN2/ULK2/IGF1/WNT9A/FZD10/PIK3CD/FZD5/SKP2/WNT5A/SOS2/MTOR/FZD4/MAPKAP1/LRP5 29 KEGG hsa04390 Hippo signaling pathway 29/1160 157/8135 0.08272 0.3579 0.3157 RASSF1/MPP5/APC/PARD3/PARD6G/SMAD7/DLG1/PPP2CA/TGFB2/WNT5B/TGFB1/TCF7L1/CCND1/DLG2/SMAD1/BMP2/WWTR1/YWHAZ/WNT9A/FZD10/TEAD4/BMP8A/YAP1/FZD5/WNT5A/PARD6A/TP53BP2/FZD4/PARD6B 29 KEGG hsa04659 Th17 cell differentiation 21/1160 108/8135 0.08274 0.3579 0.3157 HLA-DPB1/NFKBIB/NFKBIA/MAPK11/JUN/IL1R1/NFKBIE/TGFB1/RXRB/HSP90AA1/IRF4/FOS/IL23R/JAK1/RELA/IL2/IL1B/PPP3CB/HSP90AB1/MTOR/NFATC3 21 KEGG hsa00910 Nitrogen metabolism 5/1160 17/8135 0.08277 0.3579 0.3157 CA1/CA4/CA14/CA12/CPS1 5 KEGG hsa04130 SNARE interactions in vesicular transport 8/1160 33/8135 0.08763 0.3731 0.3291 STX2/STX16/STX8/BET1/SNAP23/GOSR1/STX4/BNIP1 8 KEGG hsa05164 Influenza A 31/1160 171/8135 0.09104 0.3731 0.3291 HLA-DPB1/NXF3/FADD/NFKBIB/EP300/NFKBIA/NXT1/SLC25A5/PRKCB/TNF/EIF2S1/CREBBP/RAF1/TPSAB1/KPNA1/IFIH1/JAK1/PML/RELA/SLC25A6/PABPN1/RAE1/PIK3CD/IL12A/NXF1/HNRNPUL1/IL1B/IL33/BAK1/PRSS2/RSAD2 31 KEGG hsa03040 Spliceosome 27/1160 147/8135 0.0965 0.3731 0.3291 TRA2B/PHF5A/SF3B2/SF3B5/LSM4/RBM22/PPIL1/SYF2/DDX42/HNRNPM/THOC2/LSM7/FUS/WBP11/PRPF38B/SF3B4/U2AF1L4/PQBP1/U2AF1/TRA2A/HNRNPK/SNRPB/SF3B1/RBMX/SMNDC1/CDC5L/DDX46 27 KEGG hsa04140 Autophagy - animal 26/1160 141/8135 0.09782 0.3731 0.3291 RRAGA/GABARAPL2/MAP1LC3A/PDPK1/ITPR1/EIF2AK4/SQSTM1/PPP2CA/EIF2S1/ERN1/RAF1/IGF1R/TRAF6/BCL2L1/SMCR8/ULK2/DAPK2/ATG4B/MTMR14/IRS2/PIK3CD/RAB7B/UVRAG/MTOR/RAB8A/MTMR4 26 KEGG hsa04658 Th1 and Th2 cell differentiation 18/1160 92/8135 0.09786 0.3731 0.3291 MAF/HLA-DPB1/NFKBIB/NFKBIA/MAPK11/JUN/NFKBIE/JAG2/FOS/JAK1/RELA/IL12A/IL2/NOTCH1/NOTCH2/PPP3CB/NOTCH3/NFATC3 18 KEGG hsa05210 Colorectal cancer 17/1160 86/8135 0.09799 0.3731 0.3291 PMAIP1/ARAF/MSH6/APC/JUN/TGFB2/TGFB1/TCF7L1/CCND1/RAF1/FOS/EGFR/EGF/PIK3CD/SOS2/MTOR/BAK1 17 KEGG hsa03060 Protein export 6/1160 23/8135 0.09815 0.3731 0.3291 SEC62/SEC61B/SPCS1/SPCS3/HSPA5/SRP54 6 KEGG hsa05132 Salmonella infection 43/1160 249/8135 0.101 0.3731 0.3291 MYL9/FADD/CASP4/ARF1/WASF3/NFKBIA/MAPK11/HSP90B1/TNF/JUN/DYNC1I1/TCF7L1/ACTR10/HSP90AA1/RAF1/FOS/KPNA1/TRAF6/RELA/FYCO1/KPNA3/RHOJ/PIK3CD/PFN4/AHNAK/RAB7B/DYNLRB1/IL1B/FLNC/NCKAP1/PAK3/FLNA/TLR9/PODXL/ARPC2/HSP90AB1/BAK1/DYNLL2/KPNA4/PFN1/DCTN4/PTPRC/KLC1 43 KEGG hsa04921 Oxytocin signaling pathway 28/1160 154/8135 0.1012 0.3731 0.3291 ADCY3/MYL9/PLA2G4C/CAMK2G/ITPR1/MYL6B/PRKCB/CACNA2D2/ADCY7/JUN/ADCY4/CACNB3/CCND1/RAF1/FOS/NFATC4/EGFR/NOS3/ADCY6/PLCB2/PLCB1/CACNA2D3/PRKAG2/CALML4/PPP3CB/OXTR/RYR2/NFATC3 28 KEGG hsa04062 Chemokine signaling pathway 34/1160 192/8135 0.1027 0.3731 0.3291 ADCY3/CXCL5/NFKBIB/NFKBIA/PARD3/PRKCB/ADCY7/CRKL/ADCY4/CX3CL1/RAF1/CXCR1/GNG11/CCL13/VAV1/ADCY6/RELA/CXCL12/PLCB2/GNB3/CXCL6/PLCB1/PIK3CD/BCAR1/CCL21/CXCL1/VAV3/CCL8/GNG12/SOS2/LYN/GNGT2/GNG10/CCL18 34 KEGG hsa04072 Phospholipase D signaling pathway 27/1160 148/8135 0.1028 0.3731 0.3291 ADCY3/PLA2G4C/ARF1/ADCY7/LPAR6/ADCY4/FCER1A/RAF1/CXCR1/RAPGEF3/EGFR/ADCY6/LPAR4/PLCB2/EGF/PTGFR/PLCB1/PDGFRA/DGKD/PIK3CD/AGTR1/DNM1/PDGFRB/SOS2/DGKZ/MTOR/RAPGEF4 27 KEGG hsa05134 Legionellosis 12/1160 57/8135 0.1037 0.3731 0.3291 CR1L/ARF1/NFKB2/NFKBIA/CLK1/TNF/RELA/EEF1A1/VCP/IL12A/IL1B/CXCL1 12 KEGG hsa04310 Wnt signaling pathway 30/1160 167/8135 0.1041 0.3731 0.3291 CAMK2G/EP300/APC/PRKCB/JUN/WNT5B/TCF7L1/DAAM2/CCND1/CREBBP/GPC4/NFATC4/SFRP2/PLCB2/CSNK1A1/PLCB1/WNT9A/FZD10/SFRP4/RSPO3/SFRP1/PPP3CB/FZD5/WNT5A/ROR1/FZD4/LRP5/PRICKLE2/NFATC3/CUL1 30 KEGG hsa04936 Alcoholic liver disease 26/1160 142/8135 0.1043 0.3731 0.3291 C1QB/C1QA/TRA2B/C1QC/FADD/NFKBIA/MAPK11/CPT1C/TNF/TCF7L1/C2/CCND1/MAP3K14/SIRT1/TRAF6/MAP3K5/RELA/ADIPOR2/TRA2A/IL12A/PRKAG2/IL1B/CXCL1/NOX4/ALDH7A1/ADH1C 26 KEGG hsa04640 Hematopoietic cell lineage 19/1160 99/8135 0.1054 0.3731 0.3291 ITGB3/CD1C/MME/HLA-DPB1/CR1L/ITGA4/CSF1/CD9/TNF/CD59/IL1R1/CD1B/CD37/ITGA3/CD34/IL1B/GYPA/ITGA2/GP1BA 19 KEGG hsa05031 Amphetamine addiction 14/1160 69/8135 0.1061 0.3731 0.3291 SLC18A1/CAMK2G/FOSB/PRKCB/JUN/CREB1/MAOA/FOS/SIRT1/GRIA3/CREB3L1/CALML4/PPP3CB/ARC 14 KEGG hsa03320 PPAR signaling pathway 15/1160 75/8135 0.1065 0.3731 0.3291 PDPK1/PPARG/ME1/CPT1C/FABP5/LPL/MMP1/RXRB/ANGPTL4/SORBS1/UBC/HMGCS1/ME3/PLTP/FABP3 15 KEGG hsa04918 Thyroid hormone synthesis 15/1160 75/8135 0.1065 0.3731 0.3291 ADCY3/ITPR1/PRKCB/HSP90B1/ADCY7/ATP1B2/ADCY4/CREB1/ADCY6/PLCB2/PLCB1/CREB3L1/GPX8/TTF1/HSPA5 15 KEGG hsa04934 Cushing syndrome 28/1160 155/8135 0.1076 0.3731 0.3291 ADCY3/CYP11A1/CAMK2G/ITPR1/APC/PBX1/ADCY7/WNT5B/TCF7L1/ADCY4/CREB1/CCND1/WDR5/CDKN2C/CYP21A2/EGFR/ADCY6/PLCB2/PLCB1/WNT9A/FZD10/AGTR1/KCNK3/CREB3L1/CDKN2B/FZD5/WNT5A/FZD4 28 KEGG hsa04014 Ras signaling pathway 40/1160 232/8135 0.1124 0.386 0.3404 PLA2G4C/NTF3/RASSF1/BDNF/RGL1/CSF1/PRKCB/FLT1/VEGFC/PLA2G5/RASSF5/RAF1/IGF1R/FGF18/GNG11/REL/RASAL2/EGFR/BCL2L1/NTRK2/IGF1/RELA/GNB3/EGF/PAK4/PDGFRA/STK4/PIK3CD/PDGFRB/CALML4/PLA2G2A/TEK/RAPGEF5/ANGPT2/PAK3/GNG12/SOS2/KDR/GNGT2/GNG10 40 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 14/1160 70/8135 0.1161 0.3946 0.348 ATP6V1E1/NFKBIA/MAPK11/JUN/MAP3K14/ATP6V0A2/ATP6V1G3/CXCR1/EGFR/JAM2/RELA/CXCL1/TJP1/LYN 14 KEGG hsa04915 Estrogen signaling pathway 25/1160 138/8135 0.12 0.4035 0.3559 ADCY3/NCOA3/ITPR1/HSP90B1/ADCY7/JUN/FKBP4/ADCY4/CREB1/HSP90AA1/RAF1/FOS/EGFR/NOS3/ADCY6/PLCB2/PLCB1/MMP9/PIK3CD/CREB3L1/CALML4/NCOA2/SOS2/HSP90AB1/NCOA1 25 KEGG hsa04520 Adherens junction 14/1160 71/8135 0.1267 0.4219 0.3721 EP300/WASF3/WASF2/PARD3/TCF7L1/CREBBP/IGF1R/EGFR/PTPRF/ACTN1/WASF1/SORBS1/TJP1/PTPRB 14 KEGG hsa00760 Nicotinate and nicotinamide metabolism 8/1160 36/8135 0.1309 0.4315 0.3805 SIRT2/SIRT1/NNMT/QPRT/NADSYN1/AOX1/SIRT7/NMNAT3 8 KEGG hsa05130 Pathogenic Escherichia coli infection 34/1160 197/8135 0.1332 0.4349 0.3835 CTTN/SLC9A3R1/CLDN5/FADD/NFKBIB/CASP4/ARF1/WASF3/NFKBIA/MAPK11/WASF2/TNF/JUN/IL1R1/FOS/CLDN11/TRAF6/LPAR4/RELA/SEC24B/WASF1/MYO1C/MYH9/IL1B/NCKAP1/PAK3/TJP1/ARPC2/HCLS1/BAK1/MYH10/ARHGEF12/CLDN10/MYO5C 34 KEGG hsa05223 Non-small cell lung cancer 14/1160 72/8135 0.1378 0.4436 0.3913 ARAF/RASSF1/PDPK1/PRKCB/RXRB/RASSF5/CCND1/RAF1/EGFR/EGF/STK4/PIK3CD/SOS2/BAK1 14 KEGG hsa04730 Long-term depression 12/1160 60/8135 0.1386 0.4436 0.3913 PLA2G4C/ARAF/ITPR1/PRKCB/PPP2CA/RAF1/IGF1R/GRIA3/IGF1/PLCB2/PLCB1/LYN 12 KEGG hsa05143 African trypanosomiasis 8/1160 37/8135 0.1473 0.465 0.4101 HBB/PRKCB/TNF/PLCB2/PLCB1/IL12A/IL1B/TLR9 8 KEGG hsa03018 RNA degradation 15/1160 79/8135 0.148 0.465 0.4101 LSM4/PABPC4/CNOT8/CNOT4/LSM7/DCP2/PABPC3/EXOSC3/BTG2/PABPC4L/CNOT7/HSPA9/DDX6/CNOT1/PFKP 15 KEGG hsa04940 Type I diabetes mellitus 9/1160 43/8135 0.15 0.4666 0.4116 HLA-DPB1/TNF/ICA1/CPE/HLA-B/IL12A/IL2/IL1B/HLA-A 9 KEGG hsa05030 Cocaine addiction 10/1160 49/8135 0.1513 0.4666 0.4116 SLC18A1/FOSB/BDNF/JUN/CREB1/MAOA/RELA/CREB3L1/CDK5R1/GPSM1 10 KEGG hsa04514 Cell adhesion molecules 26/1160 149/8135 0.1571 0.4721 0.4164 NRCAM/HLA-DPB1/CLDN5/ITGA4/ESAM/SELP/CD276/L1CAM/SDC2/CLDN11/JAM2/ITGA9/PTPRF/HLA-B/ITGAL/PDCD1LG2/CD34/CADM3/ITGB8/CDH5/NLGN4X/SPN/NCAM2/PTPRC/CLDN10/HLA-A 26 KEGG hsa05226 Gastric cancer 26/1160 149/8135 0.1571 0.4721 0.4164 ARAF/APC/TGFB2/WNT5B/TGFB1/TCF7L1/RXRB/CCND1/RAF1/FGF18/JUP/EGFR/EGF/CSNK1A1/WNT9A/FZD10/PIK3CD/CDKN2B/MUC2/FZD5/WNT5A/SOS2/MTOR/BAK1/FZD4/LRP5 26 KEGG hsa04911 Insulin secretion 16/1160 86/8135 0.1574 0.4721 0.4164 ADCY3/CAMK2G/PRKCB/ADCY7/ATP1B2/ADCY4/CREB1/KCNN3/ADCY6/PLCB2/PLCB1/KCNMA1/CREB3L1/RYR2/ADCYAP1/RAPGEF4 16 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 25/1160 143/8135 0.1603 0.4739 0.418 ACVR1/INHBA/APC/MAPK11/WNT5B/NANOG/SMAD1/RAF1/IGF1R/JAK1/ACVR2A/SKIL/IGF1/INHBE/WNT9A/FZD10/PIK3CD/LIFR/KLF4/JARID2/FZD5/REST/WNT5A/PCGF2/FZD4 25 KEGG hsa04664 Fc epsilon RI signaling pathway 13/1160 68/8135 0.1634 0.4739 0.418 PLA2G4C/PDPK1/INPP5D/MAPK11/TNF/FCER1A/RAF1/BTK/VAV1/PIK3CD/VAV3/SOS2/LYN 13 KEGG hsa04213 Longevity regulating pathway - multiple species 12/1160 62/8135 0.1649 0.4739 0.418 ADCY3/ADCY7/ADCY4/IGF1R/SIRT1/ADCY6/IGF1/IRS2/PIK3CD/PRKAG2/MTOR/CRYAB 12 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 26/1160 150/8135 0.1656 0.4739 0.418 ADCY3/SCN1B/CAMK2G/PPP2R3C/MAPK11/CACNA2D2/MYL4/ADCY7/PPP2CA/ATP1B2/TPM1/ADCY4/CREB1/CACNB3/RAPGEF3/PPP2R5E/ADCY6/PLCB2/PLCB1/AGTR1/CACNA2D3/CREB3L1/CALML4/RYR2/RPS6KA5/RAPGEF4 26 KEGG hsa04340 Hedgehog signaling pathway 11/1160 56/8135 0.166 0.4739 0.418 EVC/GAS1/EVC2/CCND1/BOC/CSNK1A1/CDON/SMO/GLI3/SCUBE2/CUL1 11 KEGG hsa00510 N-Glycan biosynthesis 10/1160 50/8135 0.1665 0.4739 0.418 B4GALT2/DOLK/DDOST/MAN2A2/MGAT2/STT3B/ALG14/MAN2A1/ST6GAL1/TUSC3 10 KEGG hsa05211 Renal cell carcinoma 13/1160 69/8135 0.1767 0.4917 0.4337 ARAF/EP300/JUN/TGFB2/CRKL/TGFB1/FLCN/CREBBP/RAF1/PAK4/PIK3CD/PAK3/SOS2 13 KEGG hsa03250 Viral life cycle - HIV-1 12/1160 63/8135 0.179 0.4917 0.4337 CPSF7/EP300/CDK9/SAMHD1/CREBBP/CHMP6/CCNT2/NUP153/SERINC3/TNPO3/ELL/PIN1 12 KEGG hsa05217 Basal cell carcinoma 12/1160 63/8135 0.179 0.4917 0.4337 APC/WNT5B/TCF7L1/BMP2/WNT9A/FZD10/SMO/GLI3/FZD5/WNT5A/BAK1/FZD4 12 KEGG hsa04540 Gap junction 16/1160 88/8135 0.1808 0.4917 0.4337 ADCY3/ITPR1/PRKCB/ADCY7/ADCY4/RAF1/MAP3K2/EGFR/ADCY6/PLCB2/EGF/PLCB1/PDGFRA/PDGFRB/TJP1/SOS2 16 KEGG hsa03410 Base excision repair 7/1160 33/8135 0.1814 0.4917 0.4337 POLB/PARP3/POLE3/TDG/NEIL3/POLE/APEX2 7 KEGG hsa00513 Various types of N-glycan biosynthesis 8/1160 39/8135 0.1831 0.4917 0.4337 B4GALT2/DDOST/MAN2A2/MGAT2/STT3B/ALG14/MAN2A1/TUSC3 8 KEGG hsa04152 AMPK signaling pathway 21/1160 120/8135 0.1845 0.4917 0.4337 PDPK1/PPARG/PPP2R3C/CPT1C/PPP2CA/STRADB/PFKFB2/CREB1/CCND1/IGF1R/SIRT1/PPP2R5E/IGF1/ADIPOR2/IRS2/PIK3CD/CREB3L1/PRKAG2/MTOR/RAB8A/PFKP 21 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 75/1160 476/8135 0.1846 0.4917 0.4337 PSMD14/PSMD12/NDUFA10/ARAF/MAP1LC3A/CAMK2G/ITPR1/FADD/BDNF/APC/MAPK11/CSF1/SLC25A5/PRKCB/SNCA/SQSTM1/TNF/WNT5B/PSMD7/PINK1/PSMB5/ACTR10/FUS/NDUFA4L2/UBA52/EIF2S1/ERN1/PPID/NEFH/RAF1/DDIT3/GRIA3/BCL2L1/SMCR8/DERL1/UCHL1/ULK2/MAP3K5/RELA/SLC25A6/PLCB2/VCP/ATXN2L/CSNK1A1/PLCB1/COX7A1/WNT9A/FZD10/PSMB7/GPX8/CALML4/IL1B/PSMD1/PPP3CB/PSMD9/FZD5/CDK5R1/UBC/NOX4/WNT5A/COX8C/UBE2G2/RYR2/DNALI1/NDUFB2/MTOR/DNAH5/BAK1/FZD4/RAB8A/DNAH17/HSPA5/DCTN4/LRP5/KLC1 75 KEGG hsa04622 RIG-I-like receptor signaling pathway 13/1160 70/8135 0.1905 0.5036 0.4441 FADD/NFKBIB/NFKBIA/MAPK11/TNF/TRAF6/IFIH1/CYLD/MAP3K1/RELA/IL12A/RNF125/PIN1 13 KEGG hsa05014 Amyotrophic lateral sclerosis 58/1160 364/8135 0.1941 0.507 0.4472 PSMD14/PSMD12/NDUFA10/MAP1LC3A/NRG4/NXF3/NXT1/MAPK11/SQSTM1/TNF/NUP93/PSMD7/PINK1/PSMB5/ACTR10/FUS/NDUFA4L2/EIF2S1/ERN1/NEFH/MATR3/NUP50/DDIT3/BCL2L1/SMCR8/DERL1/ULK2/MAP3K5/NUP153/NUP210/VCP/ATXN2L/RAE1/NUP188/COX7A1/NUP160/NUP54/PFN4/NXF1/NUP214/NUP155/PSMB7/GPX8/PSMD1/PPP3CB/PSMD9/NUP210L/COX8C/DNALI1/NDUFB2/MTOR/DNAH5/RAB8A/DNAH17/PFN1/HSPA5/DCTN4/KLC1 58 KEGG hsa00220 Arginine biosynthesis 5/1160 22/8135 0.1956 0.507 0.4472 ARG2/ARG1/NOS3/ASS1/CPS1 5 KEGG hsa05213 Endometrial cancer 11/1160 58/8135 0.1964 0.507 0.4472 ARAF/PDPK1/APC/TCF7L1/CCND1/RAF1/EGFR/EGF/PIK3CD/SOS2/BAK1 11 KEGG hsa05100 Bacterial invasion of epithelial cells 14/1160 77/8135 0.2009 0.5147 0.4539 CTTN/WASF2/CAV2/CRKL/ARHGAP10/FN1/CBL/PIK3CD/WASF1/DNM1/BCAR1/ARPC2/CAV1/HCLS1 14 KEGG hsa04020 Calcium signaling pathway 39/1160 240/8135 0.2092 0.5317 0.469 ADCY3/CAMK2G/ITPR1/EDNRB/CYSLTR2/SLC25A5/PRKCB/ADCY7/MCOLN3/FLT1/VEGFC/ADCY4/TACR1/FGF18/BDKRB2/ASPH/EGFR/NTRK2/NOS3/P2RX7/SLC25A6/PLCB2/EGF/PTGFR/PLCB1/PDGFRA/AGTR1/HRH1/PDGFRB/CALML4/PLCD4/PDE1A/PPP3CB/OXTR/GNA14/RYR2/KDR/MST1/PHKA1 39 KEGG hsa00120 Primary bile acid biosynthesis 4/1160 17/8135 0.216 0.5406 0.4768 HSD3B7/CH25H/AKR1D1/CYP39A1 4 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 10/1160 53/8135 0.2161 0.5406 0.4768 PRKCB/ATP1B2/BDKRB2/AP2A2/ADCY6/PLCB2/PTH1R/PLCB1/DNM1/KL 10 KEGG hsa04210 Apoptosis 23/1160 136/8135 0.2176 0.5406 0.4768 PMAIP1/PDPK1/ITPR1/FADD/PARP3/PTPN13/NFKBIA/TNF/JUN/EIF2S1/ERN1/MAP3K14/RAF1/FOS/DDIT3/BCL2L1/MAP3K5/RELA/PIK3CD/MCL1/DIABLO/CTSF/BAK1 23 KEGG hsa04218 Cellular senescence 26/1160 156/8135 0.2223 0.5406 0.4768 ITPR1/LIN37/MAPK11/SLC25A5/SQSTM1/TGFB2/TGFB1/HIPK1/LIN9/RASSF5/CCND1/PPID/RAF1/NFATC4/SIRT1/RELA/SLC25A6/HLA-B/PIK3CD/CALML4/CDKN2B/PPP3CB/MTOR/HLA-A/IGFBP3/NFATC3 26 KEGG hsa04614 Renin-angiotensin system 5/1160 23/8135 0.2226 0.5406 0.4768 MME/CTSG/ACE/AGTR1/ENPEP 5 KEGG hsa05017 Spinocerebellar ataxia 24/1160 143/8135 0.2229 0.5406 0.4768 PSMD14/PSMD12/ITPR1/SLC25A5/PRKCB/PSMD7/PSMB5/FGF14/ERN1/NFYA/GRIA3/KCND3/ULK2/MAP3K5/SLC25A6/PLCB2/ATXN2L/PLCB1/PIK3CD/PSMB7/PSMD1/PSMD9/MTOR/ATXN10 24 KEGG hsa04012 ErbB signaling pathway 15/1160 85/8135 0.224 0.5406 0.4768 ARAF/NRG4/CAMK2G/PRKCB/JUN/CRKL/RAF1/EGFR/EGF/PAK4/CBL/PIK3CD/PAK3/SOS2/MTOR 15 KEGG hsa05135 Yersinia infection 23/1160 137/8135 0.2285 0.5437 0.4795 ITGA4/NFKBIA/MAPK11/WASF2/TNF/JUN/CRKL/FN1/FOS/ARHGEF7/TRAF6/VAV1/RELA/PIK3CD/IL2/BCAR1/IL1B/PKN2/VAV3/ARPC2/GIT2/ARHGEF12/NFATC3 23 KEGG hsa04611 Platelet activation 21/1160 124/8135 0.2286 0.5437 0.4795 ITGB3/ADCY3/PLA2G4C/ITPR1/MAPK11/ADCY7/ADCY4/VWF/P2RY12/BTK/NOS3/ADCY6/PLCB2/PLCB1/PIK3CD/SNAP23/LYN/ITGA2/GP1BA/ARHGEF12/COL1A2 21 KEGG hsa04720 Long-term potentiation 12/1160 67/8135 0.2404 0.5638 0.4973 ARAF/CAMK2G/ITPR1/EP300/PRKCB/CREBBP/RAF1/RAPGEF3/PLCB2/PLCB1/CALML4/PPP3CB 12 KEGG hsa05221 Acute myeloid leukemia 12/1160 67/8135 0.2404 0.5638 0.4973 ARAF/TCF7L1/CCND1/RAF1/CEBPE/JUP/PML/RELA/PIK3CD/RUNX1T1/SOS2/MTOR 12 KEGG hsa04144 Endocytosis 40/1160 251/8135 0.2447 0.5683 0.5012 AMPH/ARF1/PARD3/ASAP2/RAB11FIP4/CAV2/ARFGEF2/PARD6G/RAB11FIP1/RAB11FIP5/PSD3/ITCH/ASAP3/VPS37A/IGF1R/CXCR1/CHMP6/EHD2/DAB2/CHMP1B/TRAF6/EGFR/AP2A2/PML/VPS37B/HLA-B/PDGFRA/CBL/DNM1/CAPZA1/ARFGAP2/PARD6A/VPS26B/ARPC2/CAV1/ACAP2/GIT2/RAB8A/HLA-A/PARD6B 40 KEGG hsa04728 Dopaminergic synapse 22/1160 132/8135 0.2458 0.5683 0.5012 SLC18A1/CAMK2G/ITPR1/PPP2R3C/MAPK11/PRKCB/PPP2CA/CREB1/MAOA/GNG11/FOS/PPP2R5E/GRIA3/PLCB2/GNB3/PLCB1/CREB3L1/CALML4/PPP3CB/GNG12/GNGT2/GNG10 22 KEGG hsa05162 Measles 23/1160 139/8135 0.2509 0.5762 0.5082 TNFAIP3/FADD/NFKBIB/NFKBIA/EIF2AK4/JUN/EIF2S1/FCGR2B/CCND1/FOS/TRAF6/BCL2L1/IFIH1/JAK1/RELA/MSN/PIK3CD/RCHY1/IL12A/IL2/IL1B/TLR9/BAK1 23 KEGG hsa00565 Ether lipid metabolism 9/1160 49/8135 0.258 0.5884 0.5189 PLD4/PLA2G4C/PLA2G5/LPCAT4/TMEM189/GDPD1/PLA2G2A/ENPP2/LPCAT1 9 KEGG hsa04724 Glutamatergic synapse 19/1160 114/8135 0.266 0.6025 0.5313 ADCY3/PLA2G4C/ITPR1/PRKCB/ADCY7/SLC1A3/ADCY4/GNG11/GRIA3/ADCY6/PLCB2/GNB3/SLC1A1/PLCB1/PPP3CB/GNG12/GNGT2/GNG10/SHANK3 19 KEGG hsa04710 Circadian rhythm 6/1160 31/8135 0.2751 0.6126 0.5403 BHLHE41/BHLHE40/CREB1/PRKAG2/PER1/CUL1 6 KEGG hsa04914 Progesterone-mediated oocyte maturation 17/1160 102/8135 0.281 0.6126 0.5403 ADCY3/ARAF/MAPK11/ADCY7/ADCY4/HSP90AA1/RAF1/IGF1R/ADCY6/IGF1/STK10/PIK3CD/ANAPC10/CPEB1/PLK1/HSP90AB1/CPEB2 17 KEGG hsa04972 Pancreatic secretion 17/1160 102/8135 0.281 0.6126 0.5403 ADCY3/ITPR1/PRKCB/ADCY7/SCT/ATP1B2/ADCY4/PLA2G5/ADCY6/PLCB2/PLCB1/KCNMA1/PLA2G2A/RYR2/CPA2/RAB8A/PRSS2 17 KEGG hsa04971 Gastric acid secretion 13/1160 76/8135 0.2827 0.6126 0.5403 ADCY3/CAMK2G/ITPR1/PRKCB/ADCY7/KCNJ15/ATP1B2/ADCY4/ADCY6/KCNK10/PLCB2/PLCB1/CALML4 13 KEGG hsa05212 Pancreatic cancer 13/1160 76/8135 0.2827 0.6126 0.5403 ARAF/TGFB2/TGFB1/CCND1/RAF1/EGFR/BCL2L1/JAK1/RELA/EGF/PIK3CD/MTOR/BAK1 13 KEGG hsa05220 Chronic myeloid leukemia 13/1160 76/8135 0.2827 0.6126 0.5403 ARAF/NFKBIA/TGFB2/CRKL/TGFB1/CCND1/RAF1/BCL2L1/RELA/CBL/PIK3CD/SOS2/BAK1 13 KEGG hsa04962 Vasopressin-regulated water reabsorption 8/1160 44/8135 0.2856 0.6126 0.5403 ADCY3/DYNC1I1/CREB1/ADCY6/CREB3L1/STX4/DYNLL2/DCTN4 8 KEGG hsa05161 Hepatitis B 26/1160 162/8135 0.2868 0.6126 0.5403 ARAF/FADD/EP300/NFKBIA/MAPK11/PRKCB/TNF/JUN/TGFB2/TGFB1/CREB1/CREBBP/RAF1/FOS/NFATC4/TRAF6/IFIH1/JAK1/MAP3K1/RELA/YWHAZ/MMP9/PIK3CD/CREB3L1/SOS2/NFATC3 26 KEGG hsa04066 HIF-1 signaling pathway 18/1160 109/8135 0.287 0.6126 0.5403 MKNK2/CAMK2G/EP300/PRKCB/FLT1/LDHC/CREBBP/IGF1R/EGFR/NOS3/IGF1/RELA/EGF/PIK3CD/TEK/ANGPT2/MTOR/PFKP 18 KEGG hsa05150 Staphylococcus aureus infection 16/1160 96/8135 0.2891 0.6132 0.5408 C1QB/C1QA/C1QC/HLA-DPB1/CFH/C2/SELP/CFB/FCGR2B/FCGR3B/CAMP/ITGAL/C1R/C1S/CFI/DEFB1 16 KEGG hsa04913 Ovarian steroidogenesis 9/1160 51/8135 0.2985 0.6292 0.5549 ADCY3/PLA2G4C/CYP11A1/ADCY7/ADCY4/IGF1R/ADCY6/IGF1/HSD17B1 9 KEGG hsa03022 Basal transcription factors 8/1160 45/8135 0.3077 0.6434 0.5674 GTF2I/TAF4/TAF10/GTF2H3/GTF2IRD1/TAF3/GTF2E1/TAF1 8 KEGG hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 5/1160 26/8135 0.3091 0.6434 0.5674 PIGH/PIGX/PIGA/PIGY/PIGL 5 KEGG hsa04721 Synaptic vesicle cycle 13/1160 78/8135 0.3162 0.6524 0.5754 SLC18A1/STX2/ATP6V1E1/SLC1A3/STXBP1/ATP6V0A2/ATP6V1G3/AP2A2/SLC1A1/DNM1/SLC32A1/UNC13B/SLC6A1 13 KEGG hsa05321 Inflammatory bowel disease 11/1160 65/8135 0.3185 0.6524 0.5754 MAF/HLA-DPB1/TNF/JUN/TGFB2/TGFB1/IL23R/RELA/IL12A/IL2/IL1B 11 KEGG hsa05170 Human immunodeficiency virus 1 infection 33/1160 212/8135 0.3193 0.6524 0.5754 ITPR1/FADD/NFKBIA/MAPK11/PRKCB/TNF/JUN/CRKL/PDIA3/SAMHD1/RAF1/GNG11/FOS/NFATC4/TRAF6/BCL2L1/RELA/GNB3/HLA-B/PAK4/PIK3CD/CALML4/PPP3CB/PAK3/GNG12/MTOR/BAK1/GNGT2/AP1S3/GNG10/HLA-A/NFATC3/CUL1 33 KEGG hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 3/1160 14/8135 0.3217 0.6532 0.576 CHST1/B4GALT2/B4GALT4 3 KEGG hsa05218 Melanoma 12/1160 72/8135 0.3264 0.6584 0.5807 ARAF/CCND1/RAF1/IGF1R/FGF18/EGFR/IGF1/EGF/PDGFRA/PIK3CD/PDGFRB/BAK1 12 KEGG hsa04330 Notch signaling pathway 10/1160 59/8135 0.3291 0.6584 0.5807 EP300/HEYL/HES1/JAG2/CREBBP/MFNG/NOTCH1/DTX3L/NOTCH2/NOTCH3 10 KEGG hsa03050 Proteasome 8/1160 46/8135 0.3302 0.6584 0.5807 PSMD14/PSMD12/PSMD7/PSMB5/PSMB7/PSMD1/PSMD9/PSME1 8 KEGG hsa00260 Glycine, serine and threonine metabolism 7/1160 40/8135 0.3419 0.6707 0.5915 ALAS2/GNMT/MAOA/AOC3/GCAT/ALAS1/ALDH7A1 7 KEGG hsa04024 cAMP signaling pathway 34/1160 221/8135 0.3424 0.6707 0.5915 ADCY3/MYL9/SUCNR1/CAMK2G/EP300/BDNF/NFKBIA/ADCY7/JUN/GHRL/ATP1B2/ADCY4/CREB1/CREBBP/RAF1/PDE4B/RAPGEF3/FOS/EDN3/GRIA3/VAV1/ADCY6/RELA/PIK3CD/FXYD1/CREB3L1/SOX9/CALML4/GLI3/OXTR/VAV3/RYR2/ADCYAP1/RAPGEF4 34 KEGG hsa04725 Cholinergic synapse 18/1160 113/8135 0.3437 0.6707 0.5915 ADCY3/CAMK2G/ITPR1/PRKCB/ADCY7/ADCY4/CREB1/GNG11/FOS/ADCY6/PLCB2/GNB3/PLCB1/PIK3CD/CREB3L1/GNG12/GNGT2/GNG10 18 KEGG hsa01524 Platinum drug resistance 12/1160 73/8135 0.3444 0.6707 0.5915 PMAIP1/MSH6/PDPK1/FADD/ATP7B/GSTT2/GSTT1/BCL2L1/MAP3K5/PIK3CD/GSTM5/BAK1 12 KEGG hsa00514 Other types of O-glycan biosynthesis 8/1160 47/8135 0.3529 0.6818 0.6013 B4GALT2/GALNT3/MFNG/GALNT14/GALNT5/GALNT6/ST6GAL1/C1GALT1C1 8 KEGG hsa04922 Glucagon signaling pathway 17/1160 107/8135 0.3542 0.6818 0.6013 CAMK2G/ITPR1/EP300/CPT1C/CREB1/LDHC/CREBBP/SIRT1/PLCB2/PLCB1/CREB3L1/PRKAG2/CALML4/PPP3CB/PYGB/PHKA1/PFKP 17 KEGG hsa05169 Epstein-Barr virus infection 31/1160 202/8135 0.3573 0.6837 0.603 PSMD14/PSMD12/HLA-DPB1/TNFAIP3/FADD/NFKBIB/NFKB2/NFKBIA/MAPK11/TNF/JUN/NFKBIE/PSMD7/PDIA3/HES1/CCND1/MAP3K14/BTK/USP7/TRAF6/JAK1/RELA/HLA-B/PIK3CD/ITGAL/PSMD1/SKP2/LYN/BAK1/SIN3A/HLA-A 31 KEGG hsa04630 JAK-STAT signaling pathway 25/1160 162/8135 0.3666 0.6976 0.6152 SOCS7/EP300/CCND1/CREBBP/RAF1/EGFR/BCL2L1/IL23R/JAK1/EGF/PDGFRA/PIK3CD/IL13RA2/OSMR/IL12A/IL2/LIFR/MCL1/PDGFRB/AOX1/IL17D/SOS2/IL10RA/MTOR/GHR 25 KEGG hsa04931 Insulin resistance 17/1160 108/8135 0.3693 0.6988 0.6163 PDPK1/NFKBIA/MLXIP/PRKCB/TNF/CREB1/NOS3/RELA/PTPRF/IRS2/PIK3CD/CREB3L1/PRKAG2/PYGB/GFPT2/MTOR/PPP1R3C 17 KEGG hsa04621 NOD-like receptor signaling pathway 28/1160 184/8135 0.3853 0.7248 0.6393 TRIP6/GABARAPL2/MAP1LC3A/ITPR1/TNFAIP3/FADD/NFKBIB/CASP4/NFKBIA/MAPK11/TNF/JUN/IFI16/HSP90AA1/CAMP/TRAF6/BCL2L1/JAK1/P2RX7/RELA/PLCB2/PLCB1/IL1B/CXCL1/NLRP1/PKN2/HSP90AB1/NLRP7 28 KEGG hsa04727 GABAergic synapse 14/1160 89/8135 0.3898 0.7281 0.6422 ADCY3/GABARAPL2/PRKCB/ADCY7/ADCY4/GNG11/ADCY6/GNB3/SLC32A1/GNG12/GNGT2/GNG10/SLC6A1/ABAT 14 KEGG hsa00380 Tryptophan metabolism 7/1160 42/8135 0.3914 0.7281 0.6422 MAOA/DHTKD1/ACAT2/INMT/AADAT/AOX1/ALDH7A1 7 KEGG hsa04920 Adipocytokine signaling pathway 11/1160 69/8135 0.3948 0.7299 0.6437 NFKBIB/NFKBIA/CPT1C/TNF/NFKBIE/RXRB/RELA/ADIPOR2/IRS2/PRKAG2/MTOR 11 KEGG hsa04392 Hippo signaling pathway - multiple species 5/1160 29/8135 0.3993 0.7299 0.6437 RASSF1/WWTR1/TEAD4/YAP1/RASSF2 5 KEGG hsa00360 Phenylalanine metabolism 3/1160 16/8135 0.4046 0.7299 0.6437 MAOA/AOC3/HPD 3 KEGG hsa00430 Taurine and hypotaurine metabolism 3/1160 16/8135 0.4046 0.7299 0.6437 CDO1/GGT5/FMO3 3 KEGG hsa00350 Tyrosine metabolism 6/1160 36/8135 0.409 0.7299 0.6437 MAOA/AOC3/AOX1/PNMT/HPD/ADH1C 6 KEGG hsa03030 DNA replication 6/1160 36/8135 0.409 0.7299 0.6437 PRIM2/RFC1/POLE3/POLE/RNASEH1/MCM5 6 KEGG hsa04070 Phosphatidylinositol signaling system 15/1160 97/8135 0.4099 0.7299 0.6437 INPP5D/ITPR1/PRKCB/PLCB2/PLCB1/MTMR14/DGKD/PIK3CD/MTM1/CALML4/PLCD4/DGKZ/INPP5F/MTMR7/MTMR4 15 KEGG hsa00310 Lysine degradation 10/1160 63/8135 0.4099 0.7299 0.6437 PLOD2/PRDM6/DHTKD1/ACAT2/SETD1B/NSD1/AADAT/EZH1/ALDH7A1/SETD2 10 KEGG hsa03430 Mismatch repair 4/1160 23/8135 0.4198 0.7427 0.655 MSH6/RFC1/EXO1/MLH3 4 KEGG hsa05110 Vibrio cholerae infection 8/1160 50/8135 0.4219 0.7427 0.655 ADCY3/SEC61B/ARF1/ATP6V1E1/ATP6V0A2/ATP6V1G3/KDELR3/TJP1 8 KEGG hsa05032 Morphine addiction 14/1160 91/8135 0.4238 0.7427 0.655 ADCY3/PRKCB/ADCY7/ADCY4/PDE2A/PDE4B/GNG11/ADCY6/GNB3/SLC32A1/PDE1A/GNG12/GNGT2/GNG10 14 KEGG hsa01523 Antifolate resistance 5/1160 30/8135 0.4293 0.7467 0.6586 TNF/ABCG2/RELA/IL1B/MTHFR 5 KEGG hsa05145 Toxoplasmosis 17/1160 112/8135 0.4306 0.7467 0.6586 PDPK1/HLA-DPB1/NFKBIB/NFKBIA/MAPK11/TNF/TGFB2/LAMC1/TGFB1/LAMC2/TRAF6/BCL2L1/JAK1/RELA/IL12A/LAMB1/IL10RA 17 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 6/1160 37/8135 0.4359 0.7482 0.6599 PDPK1/PRKCB/ATP1B2/HSD11B2/IGF1/PIK3CD 6 KEGG hsa05216 Thyroid cancer 6/1160 37/8135 0.4359 0.7482 0.6599 PPARG/TCF7L1/RXRB/CCND1/TFG/BAK1 6 KEGG hsa04932 Non-alcoholic fatty liver disease 23/1160 155/8135 0.4528 0.7693 0.6785 NDUFA10/PPARG/MAPK11/MLXIP/TNF/JUN/TGFB1/NDUFA4L2/ITCH/EIF2S1/ERN1/FOS/DDIT3/MAP3K5/RELA/ADIPOR2/COX7A1/IRS2/PIK3CD/PRKAG2/IL1B/COX8C/NDUFB2 23 KEGG hsa04137 Mitophagy - animal 11/1160 72/8135 0.4528 0.7693 0.6785 GABARAPL2/MAP1LC3A/SQSTM1/JUN/PINK1/UBA52/BCL2L1/RELA/FUNDC1/RAB7B/UBC 11 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 15/1160 100/8135 0.4591 0.776 0.6844 CXCL5/CSF1/TNF/CX3CL1/CXCR1/CCL13/CXCL12/CXCL6/IL2/TNFRSF14/CCL21/CXCL1/CCL8/IL10RA/CCL18 15 KEGG hsa05330 Allograft rejection 6/1160 38/8135 0.4626 0.7781 0.6862 HLA-DPB1/TNF/HLA-B/IL12A/IL2/HLA-A 6 KEGG hsa04370 VEGF signaling pathway 9/1160 59/8135 0.4694 0.7819 0.6896 PLA2G4C/MAPK11/PRKCB/RAF1/NOS3/HSPB1/PIK3CD/PPP3CB/KDR 9 KEGG hsa05207 Chemical carcinogenesis - receptor activation 31/1160 212/8135 0.4696 0.7819 0.6896 ADCY3/PRKCB/HSP90B1/ADCY7/JUN/ADCY4/RXRB/CREB1/CCND1/HSP90AA1/RAF1/FGF18/FOS/GSTT2/KPNA1/EGFR/GSTT1/ADCY6/RELA/EGF/KPNA3/PIK3CD/GSTM5/KLF4/CREB3L1/KLF5/NOTCH2/SOS2/HSP90AB1/MTOR/KPNA4 31 KEGG hsa04115 p53 signaling pathway 11/1160 73/8135 0.472 0.782 0.6897 PMAIP1/PPM1D/CCND1/MDM4/SESN2/BCL2L1/IGF1/RPRM/RCHY1/SESN3/IGFBP3 11 KEGG hsa05160 Hepatitis C 23/1160 157/8135 0.4791 0.7861 0.6933 ARAF/CLDN5/FADD/NFKBIA/EIF2AK4/TNF/PPP2CA/EIF2S1/CCND1/RAF1/CLDN11/TRAF6/EGFR/JAK1/RELA/YWHAZ/EGF/PIK3CD/IFIT1/SOS2/BAK1/RSAD2/CLDN10 23 KEGG hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 2/1160 11/8135 0.4792 0.7861 0.6933 HPD/NQO1 2 KEGG hsa04136 Autophagy - other 5/1160 32/8135 0.4881 0.7929 0.6993 GABARAPL2/PPP2CA/ULK2/ATG4B/MTOR 5 KEGG hsa04215 Apoptosis - multiple species 5/1160 32/8135 0.4881 0.7929 0.6993 PMAIP1/FADD/BCL2L1/DIABLO/BAK1 5 KEGG hsa05416 Viral myocarditis 9/1160 60/8135 0.4906 0.793 0.6994 HLA-DPB1/CCND1/SGCD/HLA-B/ITGAL/SGCB/CAV1/DMD/HLA-A 9 KEGG hsa04114 Oocyte meiosis 19/1160 131/8135 0.5064 0.8145 0.7183 ADCY3/CAMK2G/ITPR1/MAPK11/ADCY7/PPP2CA/ADCY4/IGF1R/PPP2R5E/ADCY6/IGF1/YWHAZ/ANAPC10/CPEB1/PLK1/CALML4/PPP3CB/CUL1/CPEB2 19 KEGG hsa00140 Steroid hormone biosynthesis 9/1160 61/8135 0.5116 0.8145 0.7183 CYP11A1/CYP21A2/HSD11B2/HSD11B1/HSD17B1/AKR1C2/AKR1D1/CYP3A5/HSD17B3 9 KEGG hsa00590 Arachidonic acid metabolism 9/1160 61/8135 0.5116 0.8145 0.7183 PLA2G4C/CYP4F2/CYP4F3/GGT5/PLA2G5/CBR3/GPX8/PLA2G2A/HPGDS 9 KEGG hsa04973 Carbohydrate digestion and absorption 7/1160 47/8135 0.5136 0.8145 0.7183 SLC2A5/PRKCB/ATP1B2/PLCB2/PLCB1/PIK3CD/SLC37A4 7 KEGG hsa04110 Cell cycle 18/1160 126/8135 0.5359 0.8437 0.7441 EP300/TGFB2/TGFB1/CDKN1C/CCND1/CDKN2C/CREBBP/YWHAZ/BUB1B/CDC45/DBF4/ANAPC10/PLK1/CDKN2B/SKP2/TTK/CUL1/MCM5 18 KEGG hsa04071 Sphingolipid signaling pathway 17/1160 119/8135 0.5371 0.8437 0.7441 PDPK1/PPP2R3C/MAPK11/PRKCB/TNF/PPP2CA/FCER1A/RAF1/BDKRB2/PPP2R5E/NOS3/MAP3K5/RELA/PLCB2/PLCB1/PIK3CD/ADORA3 17 KEGG hsa04723 Retrograde endocannabinoid signaling 21/1160 148/8135 0.5463 0.8523 0.7516 ADCY3/NDUFA10/ITPR1/MAPK11/DAGLB/PRKCB/ADCY7/ADCY4/NDUFA4L2/MGLL/GNG11/GRIA3/ADCY6/PLCB2/GNB3/PLCB1/SLC32A1/GNG12/NDUFB2/GNGT2/GNG10 21 KEGG hsa04917 Prolactin signaling pathway 10/1160 70/8135 0.5498 0.8523 0.7516 SOCS7/MAPK11/IRF1/CCND1/RAF1/FOS/RELA/TNFRSF11A/PIK3CD/SOS2 10 KEGG hsa04966 Collecting duct acid secretion 4/1160 27/8135 0.5503 0.8523 0.7516 SLC4A1/ATP6V1E1/ATP6V0A2/ATP6V1G3 4 KEGG hsa04672 Intestinal immune network for IgA production 7/1160 49/8135 0.5602 0.8635 0.7616 HLA-DPB1/ITGA4/TGFB1/MAP3K14/CXCL12/PIGR/IL2 7 KEGG hsa05332 Graft-versus-host disease 6/1160 42/8135 0.5653 0.8635 0.7616 HLA-DPB1/TNF/HLA-B/IL2/IL1B/HLA-A 6 KEGG hsa04612 Antigen processing and presentation 11/1160 78/8135 0.5655 0.8635 0.7616 HLA-DPB1/TNF/PDIA3/CREB1/HSP90AA1/NFYA/HLA-B/HSP90AB1/PSME1/HSPA5/HLA-A 11 KEGG hsa05016 Huntington disease 43/1160 306/8135 0.5679 0.8635 0.7616 TFAM/PSMD14/PSMD12/NDUFA10/ITPR1/PPARG/EP300/BDNF/SLC25A5/TAF4/SLC1A3/PSMD7/PSMB5/ACTR10/CREB1/NDUFA4L2/ERN1/CREBBP/GRIA3/AP2A2/ULK2/MAP3K5/SLC25A6/POLR2G/PLCB2/PLCB1/COX7A1/PSMB7/CREB3L1/GPX8/PSMD1/PSMD9/REST/COX8C/DNALI1/NDUFB2/MTOR/DNAH5/DNAH17/POLR2D/DCTN4/SIN3A/KLC1 43 KEGG hsa00650 Butanoate metabolism 4/1160 28/8135 0.5804 0.8786 0.7749 ACAT2/HMGCS1/ABAT/HMGCL 4 KEGG hsa04726 Serotonergic synapse 16/1160 115/8135 0.5837 0.8795 0.7757 SLC18A1/PLA2G4C/ARAF/ITPR1/PRKCB/MAOA/RAF1/GNG11/RAPGEF3/PLCB2/GNB3/PLCB1/GNG12/DUSP1/GNGT2/GNG10 16 KEGG hsa00860 Porphyrin metabolism 6/1160 43/8135 0.5895 0.8813 0.7773 ALAS2/UROD/FXN/CP/ALAS1/HEPH 6 KEGG hsa04910 Insulin signaling pathway 19/1160 137/8135 0.5902 0.8813 0.7773 MKNK2/ARAF/PDPK1/PRKAR2A/CRKL/RAF1/PTPRF/CBL/IRS2/PIK3CD/PRKAG2/CALML4/SORBS1/PYGB/SOS2/MTOR/PPP1R3C/PRKAR2B/PHKA1 19 KEGG hsa00512 Mucin type O-glycan biosynthesis 5/1160 36/8135 0.598 0.8859 0.7813 GALNT3/GALNT14/GALNT5/GALNT6/C1GALT1C1 5 KEGG hsa04145 Phagosome 21/1160 152/8135 0.5986 0.8859 0.7813 ITGB3/ITGB5/SEC61B/HLA-DPB1/ATP6V1E1/DYNC1I1/FCGR2B/ATP6V0A2/FCGR3B/ATP6V1G3/MSR1/MRC2/THBS4/HLA-B/THBS3/C1R/RAB7B/COLEC12/ITGA2/CORO1A/HLA-A 21 KEGG hsa00330 Arginine and proline metabolism 7/1160 51/8135 0.6047 0.8889 0.784 ARG2/ARG1/AMD1/MAOA/PYCR1/NOS3/ALDH7A1 7 KEGG hsa00562 Inositol phosphate metabolism 10/1160 73/8135 0.606 0.8889 0.784 INPP5D/PLCB2/PLCB1/MTMR14/PIK3CD/MTM1/PLCD4/INPP5F/MTMR7/MTMR4 10 KEGG hsa05203 Viral carcinogenesis 28/1160 204/8135 0.6184 0.9032 0.7966 PMAIP1/POLB/EP300/NFKB2/NFKBIA/JUN/DLG1/CREB1/GTF2H3/CCND1/CREBBP/REL/USP7/JAK1/UBR4/RELA/YWHAZ/HLA-B/HNRNPK/PIK3CD/ACTN1/CREB3L1/GTF2E1/CDKN2B/SKP2/LYN/BAK1/HLA-A 28 KEGG hsa00900 Terpenoid backbone biosynthesis 3/1160 22/8135 0.6259 0.9101 0.8027 ACAT2/IDI2/HMGCS1 3 KEGG hsa02010 ABC transporters 6/1160 45/8135 0.6356 0.9202 0.8116 ABCB6/ABCG2/ABCA4/ABCB7/ABCA9/DEFB1 6 KEGG hsa00730 Thiamine metabolism 2/1160 15/8135 0.6526 0.9407 0.8296 ALPL/TPK1 2 KEGG hsa04964 Proximal tubule bicarbonate reclamation 3/1160 23/8135 0.6568 0.9427 0.8314 ATP1B2/CA4/AQP1 3 KEGG hsa05310 Asthma 4/1160 31/8135 0.6636 0.9475 0.8357 HLA-DPB1/TNF/FCER1A/RNASE3 4 KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 30/1160 223/8135 0.6658 0.9475 0.8357 NDUFA10/ARAF/PDPK1/KEAP1/NFKBIA/MAPK11/SLC25A5/JUN/NDUFA4L2/MAP3K14/RAF1/FOS/GSTT2/EGFR/GSTT1/MAP3K5/RELA/SLC25A6/EGF/COX7A1/AKR1C2/PIK3CD/SLC26A6/GSTM5/NOX4/COX8C/CYP2F1/SOS2/NDUFB2/NQO1 30 KEGG hsa00620 Pyruvate metabolism 6/1160 47/8135 0.6785 0.9615 0.848 ME1/LDHC/ACAT2/ME3/ALDH7A1/ADH1C 6 KEGG hsa05010 Alzheimer disease 52/1160 384/8135 0.6824 0.9628 0.8492 PSMD14/PSMD12/NDUFA10/ARAF/MME/ITPR1/FADD/APC/CSF1/SLC25A5/SNCA/TNF/LPL/WNT5B/PSMD7/PSMB5/NDUFA4L2/EIF2S1/ERN1/PPID/RAF1/DDIT3/ULK2/MAP3K5/RELA/SLC25A6/PLCB2/CSNK1A1/PLCB1/COX7A1/IRS2/WNT9A/FZD10/PIK3CD/IDE/PSMB7/CALML4/IL1B/PSMD1/PPP3CB/PSMD9/FZD5/CDK5R1/NOX4/WNT5A/COX8C/NDUFB2/MTOR/FZD4/SLC39A2/LRP5/KLC1 52 KEGG hsa04977 Vitamin digestion and absorption 3/1160 24/8135 0.6858 0.9636 0.8498 LMBRD1/SLC23A1/MMACHC 3 KEGG hsa04970 Salivary secretion 12/1160 93/8135 0.6912 0.9671 0.8529 ADCY3/ITPR1/PRKCB/ADCY7/ATP1B2/ADCY4/CAMP/ADCY6/PLCB2/PLCB1/KCNMA1/CALML4 12 KEGG hsa00280 Valine, leucine and isoleucine degradation 6/1160 48/8135 0.6987 0.9735 0.8586 ACAT2/AOX1/HMGCS1/ALDH7A1/ABAT/HMGCL 6 KEGG hsa04923 Regulation of lipolysis in adipocytes 7/1160 56/8135 0.7045 0.9775 0.8621 ADCY3/ADCY7/ADCY4/MGLL/ADCY6/IRS2/PIK3CD 7 KEGG hsa04929 GnRH secretion 8/1160 64/8135 0.7103 0.9811 0.8652 ITPR1/PRKCB/KCNN3/RAF1/SPP1/PLCB2/PLCB1/PIK3CD 8 KEGG hsa00592 alpha-Linolenic acid metabolism 3/1160 25/8135 0.713 0.9811 0.8652 PLA2G4C/PLA2G5/PLA2G2A 3 KEGG hsa00982 Drug metabolism - cytochrome P450 9/1160 72/8135 0.7162 0.9814 0.8655 MAOA/GSTT2/GSTT1/FMO3/GSTM5/AOX1/HPGDS/CYP3A5/ADH1C 9 KEGG hsa00450 Selenocompound metabolism 2/1160 17/8135 0.7204 0.9831 0.8671 SEPHS2/INMT 2 KEGG hsa05012 Parkinson disease 35/1160 266/8135 0.7254 0.9859 0.8695 SLC18A1/PSMD14/PSMD12/NDUFA10/CAMK2G/ITPR1/KEAP1/SLC25A5/SNCA/PSMD7/PINK1/PSMB5/NDUFA4L2/UBA52/EIF2S1/ERN1/MAOA/DDIT3/BCL2L1/UCHL1/MAP3K5/SLC25A6/COX7A1/PSMB7/CALML4/PSMD1/PSMD9/UBC/COX8C/UBE2G2/DUSP1/NDUFB2/HSPA5/SLC39A2/KLC1 35 KEGG hsa04979 Cholesterol metabolism 6/1160 50/8135 0.7365 0.9915 0.8744 MYLIP/LIPA/LPL/APOC1/ANGPTL4/PLTP 6 KEGG hsa00790 Folate biosynthesis 3/1160 26/8135 0.7383 0.9915 0.8744 ALPL/GCH1/PTS 3 KEGG hsa04620 Toll-like receptor signaling pathway 13/1160 104/8135 0.7384 0.9915 0.8744 FADD/NFKBIA/MAPK11/TNF/JUN/FOS/SPP1/TRAF6/RELA/PIK3CD/IL12A/IL1B/TLR9 13 KEGG hsa00061 Fatty acid biosynthesis 2/1160 18/8135 0.7499 0.9988 0.8809 OLAH/OXSM 2 KEGG hsa00511 Other glycan degradation 2/1160 18/8135 0.7499 0.9988 0.8809 AGA/ENGASE 2 KEGG hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 3/1160 27/8135 0.7618 1 0.8819 B4GALT2/B3GALNT1/B4GALT4 3 KEGG hsa04978 Mineral absorption 7/1160 60/8135 0.7712 1 0.8819 ATP7B/ATP1B2/MT2A/SLC26A6/STEAP1/STEAP2/HEPH 7 KEGG hsa00830 Retinol metabolism 8/1160 68/8135 0.7726 1 0.8819 DHRS9/CYP26B1/CYP27C1/AOX1/ALDH1A3/ALDH1A2/CYP3A5/ADH1C 8 KEGG hsa00531 Glycosaminoglycan degradation 2/1160 19/8135 0.7767 1 0.8819 IDS/HYAL1 2 KEGG hsa05020 Prion disease 35/1160 273/8135 0.7799 1 0.8819 C1QB/C1QA/PSMD14/C1QC/PSMD12/NDUFA10/ITPR1/MAPK11/SLC25A5/CAV2/TNF/LAMC1/PSMD7/PSMB5/CREB1/NDUFA4L2/EIF2S1/DDIT3/SLC25A6/COX7A1/PIK3CD/PSMB7/CREB3L1/NOTCH1/IL1B/PSMD1/PPP3CB/PSMD9/COX8C/RYR2/NDUFB2/CAV1/HSPA5/NCAM2/KLC1 35 KEGG hsa04650 Natural killer cell mediated cytotoxicity 16/1160 131/8135 0.7854 1 0.8819 ARAF/PRKCB/TNF/CD244/FCGR3B/RAF1/VAV1/CD48/HLA-B/PIK3CD/ITGAL/HCST/PPP3CB/VAV3/SOS2/HLA-A 16 KEGG hsa00920 Sulfur metabolism 1/1160 10/8135 0.7855 1 0.8819 SELENBP1 1 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 4/1160 37/8135 0.7939 1 0.8819 ASS1/CPS1/GFPT2/ABAT 4 KEGG hsa05230 Central carbon metabolism in cancer 8/1160 70/8135 0.7999 1 0.8819 LDHC/RAF1/EGFR/PDGFRA/PIK3CD/PDGFRB/MTOR/PFKP 8 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 9/1160 78/8135 0.8005 1 0.8819 GSTT2/GSTT1/HSD11B1/CBR3/GSTM5/CYP2F1/HPGDS/CYP3A5/ADH1C 9 KEGG hsa00670 One carbon pool by folate 2/1160 20/8135 0.8009 1 0.8819 ALDH1L2/MTHFR 2 KEGG hsa00591 Linoleic acid metabolism 3/1160 29/8135 0.8036 1 0.8819 PLA2G4C/PLA2G5/PLA2G2A 3 KEGG hsa04744 Phototransduction 3/1160 29/8135 0.8036 1 0.8819 GUCY2D/CALML4/PDE6G 3 KEGG hsa04260 Cardiac muscle contraction 10/1160 87/8135 0.8131 1 0.8819 CACNA2D2/MYL4/ATP1B2/TPM1/CACNB3/ASPH/COX7A1/CACNA2D3/COX8C/RYR2 10 KEGG hsa05415 Diabetic cardiomyopathy 25/1160 203/8135 0.8159 1 0.8819 NDUFA10/CAMK2G/MAPK11/SLC25A5/PRKCB/TGFB2/TGFB1/NDUFA4L2/ACE/NOS3/RELA/SLC25A6/PLCB2/PLCB1/COX7A1/MMP9/PIK3CD/AGTR1/COX8C/RYR2/NDUFB2/GFPT2/MTOR/PDK4/COL1A2 25 KEGG hsa04217 Necroptosis 19/1160 159/8135 0.83 1 0.8819 PLA2G4C/CAMK2G/TNFAIP3/FADD/SPATA2/SLC25A5/SQSTM1/TNF/PPID/HSP90AA1/CHMP6/CHMP1B/CYLD/JAK1/SLC25A6/IL1B/IL33/PYGB/HSP90AB1 19 KEGG hsa04613 Neutrophil extracellular trap formation 23/1160 190/8135 0.8323 1 0.8819 ITGB3/CR1L/CTSG/CASP4/MAPK11/SLC25A5/PRKCB/HAT1/ELANE/SELP/VWF/FCGR3B/RAF1/CAMP/RELA/SLC25A6/PLCB2/PLCB1/PIK3CD/ITGAL/MTOR/GP1BA/CLCN4 23 KEGG hsa04976 Bile secretion 10/1160 89/8135 0.8345 1 0.8819 ADCY3/ADCY7/SCT/ATP1B2/ADCY4/SLC10A2/ABCG2/ADCY6/AQP1/NR1H4 10 KEGG hsa00052 Galactose metabolism 3/1160 31/8135 0.8391 1 0.8819 B4GALT2/UGP2/PFKP 3 KEGG hsa00410 beta-Alanine metabolism 3/1160 31/8135 0.8391 1 0.8819 AOC3/ALDH7A1/ABAT 3 KEGG hsa00340 Histidine metabolism 2/1160 22/8135 0.8425 1 0.8819 MAOA/ALDH7A1 2 KEGG hsa00564 Glycerophospholipid metabolism 11/1160 98/8135 0.8443 1 0.8819 PLD4/PLA2G4C/PTDSS1/PLA2G5/LPCAT4/DGKD/LPCAT3/PLA2G2A/DGKZ/PCYT1A/LPCAT1 11 KEGG hsa00480 Glutathione metabolism 6/1160 58/8135 0.8535 1 0.8819 GGT5/GSTT2/GSTT1/GSTM5/GPX8/HPGDS 6 KEGG hsa04216 Ferroptosis 4/1160 41/8135 0.8557 1 0.8819 MAP1LC3A/CP/LPCAT3/PCBP2 4 KEGG hsa04714 Thermogenesis 28/1160 232/8135 0.857 1 0.8819 ADCY3/NDUFA10/ARID1A/ARID1B/PPARG/MAPK11/CPT1C/ADCY7/ADCY4/CREB1/NDUFA4L2/MGLL/SMARCC1/COX16/ADCY6/MAP3K5/COX19/COX7A1/FRS2/CREB3L1/BMP8A/PRKAG2/COX8C/SOS2/NDUFB2/MTOR/NDUFAF3/SLC25A29 28 KEGG hsa01230 Biosynthesis of amino acids 8/1160 75/8135 0.8572 1 0.8819 ARG2/ARG1/PYCR1/ASS1/CPS1/MAT2A/RPIA/PFKP 8 KEGG hsa05168 Herpes simplex virus 1 infection 63/1160 495/8135 0.8588 1 0.8819 ITGB3/ZNF589/ZNF791/ZNF34/ZNF19/HLA-DPB1/NXF3/FADD/NFKBIA/EIF2AK4/ZNF302/TNF/ZFP57/PDIA3/ZNF324/ZNF333/ZNF619/ZNF614/ZNF584/EIF2S1/ZNF620/ZNF460/ZNF17/ZNF189/ZNF33B/TRAF6/BCL2L1/IFIH1/JAK1/PML/RELA/ZNF440/RBAK/ZNF169/HLA-B/PIK3CD/ZNF136/IL12A/ZNF334/ZNF81/NXF1/HCFC1/TNFRSF14/ZNF597/ZNF354B/ZNF669/IL1B/ZNF670/ZNF79/ZNF713/ZNF214/TLR9/POU2F2/MTOR/BAK1/ZNF316/ZNF595/ZNF268/HLA-A/ZNF814/EIF2B2/ZNF430/ZNF587 63 KEGG hsa00515 Mannose type O-glycan biosynthesis 2/1160 23/8135 0.8602 1 0.8819 B4GALT2/FKRP 2 KEGG hsa03450 Non-homologous end-joining 1/1160 13/8135 0.8649 1 0.8819 XRCC6 1 KEGG hsa04060 Cytokine-cytokine receptor interaction 36/1160 295/8135 0.8684 1 0.8819 CXCL5/ACVR1/INHBA/CSF1/TNF/TGFB2/IL1R1/TGFB1/CX3CL1/BMP2/CXCR1/CCL13/IL23R/ACVR2A/CXCL12/CXCL6/TNFRSF11A/INHBE/IL13RA2/OSMR/RELT/IL12A/IL2/LIFR/TNFRSF14/BMP8A/IL1B/IL17D/CCL21/IL33/CXCL1/CCL8/IL26/IL10RA/GHR/CCL18 36 KEGG hsa00051 Fructose and mannose metabolism 3/1160 33/8135 0.8689 1 0.8819 PFKFB2/KHK/PFKP 3 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 7/1160 69/8135 0.8797 1 0.8819 GSTT2/GSTT1/HSD11B1/AKR1C2/GSTM5/HPGDS/CYP3A5 7 KEGG hsa00071 Fatty acid degradation 4/1160 43/8135 0.8802 1 0.8819 CPT1C/ACAT2/ALDH7A1/ADH1C 4 KEGG hsa04742 Taste transduction 9/1160 86/8135 0.8818 1 0.8819 ADCY4/ADCY6/TAS2R39/PLCB2/GNB3/PLCB1/TAS2R45/PDE1A/TRPM5 9 KEGG hsa01240 Biosynthesis of cofactors 17/1160 153/8135 0.8959 1 0.8819 ALAS2/UROD/UGP2/ALPL/OXSM/GCH1/QPRT/PTS/LIAS/NADSYN1/TPK1/PANK1/HPD/MAT2A/ALAS1/NMNAT3/NQO1 17 KEGG hsa00603 Glycosphingolipid biosynthesis - globo and isoglobo series 1/1160 15/8135 0.9007 1 0.8819 B3GALNT1 1 KEGG hsa00604 Glycosphingolipid biosynthesis - ganglio series 1/1160 15/8135 0.9007 1 0.8819 B3GALT4 1 KEGG hsa03460 Fanconi anemia pathway 5/1160 54/8135 0.9007 1 0.8819 HES1/TELO2/FANCL/PALB2/MUS81 5 KEGG hsa05206 MicroRNAs in cancer 37/1160 310/8135 0.9013 1 0.8819 ITGB3/SPRY2/RASSF1/EP300/APC/PRKCB/TGFB2/CRKL/TNXB/TPM1/CCND1/MIR21/CREBBP/RAF1/SIRT1/MDM4/EGFR/PAK4/PDGFRA/HNRNPK/MMP9/IRS2/TIMP3/PIK3CD/BMF/MCL1/PDGFRB/NOTCH1/NOTCH2/ZFPM2/MIR214/SOS2/MTOR/BAK1/RPS6KA5/TNC/NOTCH3 37 KEGG hsa04950 Maturity onset diabetes of the young 2/1160 26/8135 0.9028 1 0.8819 HES1/NR5A2 2 KEGG hsa04930 Type II diabetes mellitus 4/1160 46/8135 0.9102 1 0.8819 TNF/IRS2/PIK3CD/MTOR 4 KEGG hsa00062 Fatty acid elongation 2/1160 27/8135 0.9141 1 0.8819 ELOVL7/ELOVL5 2 KEGG hsa01040 Biosynthesis of unsaturated fatty acids 2/1160 27/8135 0.9141 1 0.8819 ELOVL7/ELOVL5 2 KEGG hsa01250 Biosynthesis of nucleotide sugars 3/1160 37/8135 0.9142 1 0.8819 CMAS/UGP2/GFPT2 3 KEGG hsa03420 Nucleotide excision repair 4/1160 47/8135 0.9186 1 0.8819 RFC1/POLE3/GTF2H3/POLE 4 KEGG hsa01212 Fatty acid metabolism 5/1160 57/8135 0.9243 1 0.8819 CPT1C/OXSM/ACAT2/ELOVL7/ELOVL5 5 KEGG hsa05322 Systemic lupus erythematosus 14/1160 136/8135 0.9327 1 0.8819 C1QB/C1QA/C1QC/HLA-DPB1/CTSG/TNF/ELANE/C2/TRIM21/FCGR3B/SNRPB/ACTN1/C1R/C1S 14 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 4/1160 49/8135 0.9333 1 0.8819 CHIT1/CMAS/UGP2/GFPT2 4 KEGG hsa00030 Pentose phosphate pathway 2/1160 30/8135 0.941 1 0.8819 RPIA/PFKP 2 KEGG hsa00053 Ascorbate and aldarate metabolism 2/1160 30/8135 0.941 1 0.8819 KL/ALDH7A1 2 KEGG hsa03440 Homologous recombination 3/1160 41/8135 0.9448 1 0.8819 PALB2/MUS81/BARD1 3 KEGG hsa00270 Cysteine and methionine metabolism 4/1160 51/8135 0.9455 1 0.8819 AMD1/CDO1/LDHC/MAT2A 4 KEGG hsa01210 2-Oxocarboxylic acid metabolism 1/1160 19/8135 0.9464 1 0.8819 AADAT 1 KEGG hsa00561 Glycerolipid metabolism 5/1160 61/8135 0.948 1 0.8819 LPL/MGLL/DGKD/DGKZ/ALDH7A1 5 KEGG hsa04142 Lysosome 13/1160 132/8135 0.9496 1 0.8819 IDS/CTSG/LIPA/AGA/GNPTAB/ATP6V0A2/LAPTM4B/ACP5/CTSF/SLC17A5/AP1S3/AP4E1/HYAL1 13 KEGG hsa00100 Steroid biosynthesis 1/1160 20/8135 0.9541 1 0.8819 LIPA 1 KEGG hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 1/1160 20/8135 0.9541 1 0.8819 CHST3 1 KEGG hsa00640 Propanoate metabolism 2/1160 32/8135 0.9543 1 0.8819 LDHC/ABAT 2 KEGG hsa05320 Autoimmune thyroid disease 4/1160 53/8135 0.9557 1 0.8819 HLA-DPB1/HLA-B/IL2/HLA-A 4 KEGG hsa04975 Fat digestion and absorption 3/1160 43/8135 0.956 1 0.8819 PLA2G5/ACAT2/PLA2G2A 3 KEGG hsa04623 Cytosolic DNA-sensing pathway 5/1160 63/8135 0.9571 1 0.8819 NFKBIB/NFKBIA/RELA/IL1B/IL33 5 KEGG hsa00770 Pantothenate and CoA biosynthesis 1/1160 21/8135 0.9606 1 0.8819 PANK1 1 KEGG hsa00230 Purine metabolism 12/1160 128/8135 0.9635 1 0.8819 ADCY3/GMPR/GUCY2D/ADCY7/ADCY4/PDE2A/PDE4B/ADCY6/AMPD2/PDE1A/PFAS/PDE6G 12 KEGG hsa00040 Pentose and glucuronate interconversions 2/1160 34/8135 0.9647 1 0.8819 UGP2/KL 2 KEGG hsa03020 RNA polymerase 2/1160 34/8135 0.9647 1 0.8819 POLR2G/POLR2D 2 KEGG hsa00500 Starch and sucrose metabolism 2/1160 36/8135 0.9728 1 0.8819 UGP2/PYGB 2 KEGG hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 1/1160 24/8135 0.9752 1 0.8819 HS3ST2 1 KEGG hsa05340 Primary immunodeficiency 2/1160 38/8135 0.979 1 0.8819 BTK/PTPRC 2 KEGG hsa03008 Ribosome biogenesis in eukaryotes 9/1160 109/8135 0.9803 1 0.8819 NXF3/NXT1/UTP14A/RIOK1/EMG1/NXF1/UTP14C/TCOF1/NHP2 9 KEGG hsa05033 Nicotine addiction 2/1160 40/8135 0.9839 1 0.8819 GRIA3/SLC32A1 2 KEGG hsa04080 Neuroactive ligand-receptor interaction 37/1160 353/8135 0.987 1 0.8819 EDNRB/CYSLTR2/CTSG/VIPR1/PARD3/GHRL/SCT/LPAR6/TRH/TACR1/ADRA2A/THRB/BDKRB2/PTGER4/EDN3/CALCRL/GRIA3/P2RX7/LPAR4/GLP2R/MCHR1/GPR35/PTH1R/PTGFR/P2RY2/AGTR1/HRH1/APLNR/RXFP2/NR3C1/OXTR/P2RY8/GHR/ADCYAP1/GLRB/PRSS2/ADORA3 37 KEGG hsa05034 Alcoholism 17/1160 187/8135 0.9881 1 0.8819 SLC18A1/ARAF/FOSB/BDNF/HAT1/CREB1/MAOA/RAF1/GNG11/NTRK2/GNB3/CREB3L1/CALML4/GNG12/SOS2/GNGT2/GNG10 17 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 1/1160 30/8135 0.9902 1 0.8819 ACAT2 1 KEGG hsa00010 Glycolysis / Gluconeogenesis 4/1160 67/8135 0.9904 1 0.8819 LDHC/ALDH7A1/ADH1C/PFKP 4 KEGG hsa00600 Sphingolipid metabolism 2/1160 52/8135 0.9968 1 0.8819 SMPD3/CERK 2 KEGG hsa00970 Aminoacyl-tRNA biosynthesis 3/1160 66/8135 0.9973 1 0.8819 CARS2/SARS2/PARS2 3 KEGG hsa00983 Drug metabolism - other enzymes 4/1160 80/8135 0.9979 1 0.8819 GSTT2/GSTT1/GSTM5/TK1 4 KEGG hsa00190 Oxidative phosphorylation 8/1160 134/8135 0.9993 1 0.8819 NDUFA10/ATP6V1E1/NDUFA4L2/ATP6V0A2/ATP6V1G3/COX7A1/COX8C/NDUFB2 8 KEGG hsa01200 Carbon metabolism 6/1160 115/8135 0.9995 1 0.8819 ME1/ACAT2/CPS1/ME3/RPIA/PFKP 6 KEGG hsa01232 Nucleotide metabolism 3/1160 85/8135 0.9998 1 0.8819 GMPR/AMPD2/TK1 3 KEGG hsa00240 Pyrimidine metabolism 1/1160 58/8135 0.9999 1 0.8819 TK1 1 KEGG hsa04146 Peroxisome 2/1160 82/8135 1 1 0.8819 CRAT/HMGCL 2 KEGG hsa04740 Olfactory transduction 12/1160 440/8135 1 1 0.8819 ADCY3/GUCY2D/CAMK2G/OR2L2/PDE2A/OR51E1/OR2W3/OR2F1/OR10H2/CALML4/PDE1A/OR1A1 12