ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa04062 Chemokine signaling pathway 41/668 192/8135 7.922e-09 1.62e-06 1.036e-06 PLCB1/CXCR4/GRK5/CCL5/RAC2/CXCL13/CCL13/ITK/AKT3/PRKCB/PTK2B/CCL18/CCR7/PAK1/ADCY9/MAPK3/CXCL8/NFKBIA/NFKB1/CCR5/CXCL1/PLCG2/CX3CR1/ADCY6/CCR2/CXCL6/CXCR6/CCR6/PF4/BAD/CXCL3/STAT1/CXCL10/CXCL12/VAV1/CCL2/NRAS/GNG12/IKBKG/CCL7/ADCY1 41 KEGG hsa04064 NF-kappa B signaling pathway 28/668 104/8135 1.025e-08 1.62e-06 1.036e-06 TNFAIP3/CCL13/RELB/LCK/ICAM1/PRKCB/BIRC3/CD40/NFKB2/IL1B/CXCL8/NFKBIA/NFKB1/LY96/TRAF1/CD14/CXCL1/MYD88/PLCG2/ERC1/CXCL3/BCL2A1/LBP/CXCL12/TRAF3/TNFSF14/IKBKG/LAT 28 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 27/668 100/8135 1.761e-08 1.62e-06 1.036e-06 FOXO1/PLCB1/TGFB2/VEGFA/ICAM1/AKT3/PRKCB/IL1B/SMAD3/MAPK3/CXCL8/NFKB1/CCND1/PLCG2/COL1A1/PIM1/CDK4/MAPK10/STAT1/SERPINE1/MAPK13/AGTR1/CCL2/NRAS/COL3A1/COL4A1/JUN 27 KEGG hsa05166 Human T-cell leukemia virus 1 infection 44/668 222/8135 2.435e-08 1.62e-06 1.036e-06 CREB3L2/CD3D/IL15RA/IL2RG/EGR2/RELB/TGFB2/IL2RB/LCK/ICAM1/AKT3/CD40/NFKB2/SMAD3/ADCY9/MAPK3/CCND2/TLN2/ITGAL/NFKBIA/NFKB1/CCND1/CDKN2C/CD3G/ADCY6/PTTG1/CCNA2/CDK4/ETS2/HLA-DOB/MAPK10/HLA-DMA/SLC25A4/KAT5/HLA-DMB/ITGB2/IL2RA/NRAS/IKBKG/PPP3CC/IL15/JUN/ADCY1/CCNB2 44 KEGG hsa04659 Th17 cell differentiation 28/668 108/8135 2.529e-08 1.62e-06 1.036e-06 CD247/CD3D/IL4R/NFKBIE/IL2RG/IL2RB/LCK/GATA3/IL1B/SMAD3/MAPK3/IL27RA/NFKBIA/NFKB1/CD3G/HIF1A/HLA-DOB/MAPK10/STAT1/HLA-DMA/MAPK13/HLA-DMB/IL2RA/IKBKG/RXRA/PPP3CC/JUN/LAT 28 KEGG hsa04060 Cytokine-cytokine receptor interaction 53/668 295/8135 3.028e-08 1.62e-06 1.036e-06 TNFRSF1B/IL4R/CXCR4/IL15RA/CCL5/IL2RG/CXCL13/IFNAR2/IL7R/CCL13/TGFB2/IL2RB/IL32/IL11RA/TNFRSF10B/IL1RN/CD40/IL1B/CCL18/CCR7/CSF2RB/IL27RA/CXCL8/CCR5/TNFSF10/CXCL1/CD27/CX3CR1/CCR2/CXCL6/CXCR6/BMP4/TNFRSF4/CCR6/IL17RA/PF4/CXCL3/TNFRSF17/NGF/CXCL10/GDF10/BMPR1A/CXCL12/TNFSF14/CCL2/IL2RA/IL3RA/LIFR/IL9R/CSF2RA/INHBB/CCL7/IL15 53 KEGG hsa04658 Th1 and Th2 cell differentiation 25/668 92/8135 5.195e-08 2.382e-06 1.523e-06 CD247/RUNX3/CD3D/IL4R/NFKBIE/IL2RG/IL2RB/LCK/GATA3/MAPK3/NFKBIA/NFKB1/STAT4/CD3G/HLA-DOB/MAPK10/STAT1/HLA-DMA/MAPK13/HLA-DMB/IL2RA/IKBKG/PPP3CC/JUN/LAT 25 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 26/668 100/8135 7.513e-08 3.014e-06 1.928e-06 TNFRSF1B/CXCR4/CCL5/IL2RG/CXCL13/CCL13/IL2RB/TNFRSF10B/CCL18/CCR7/CXCL8/CCR5/TNFSF10/CXCL1/CX3CR1/CCR2/CXCL6/CCR6/PF4/CXCL3/CXCL10/CXCL12/TNFSF14/CCL2/IL2RA/CCL7 26 KEGG hsa05169 Epstein-Barr virus infection 40/668 202/8135 1.098e-07 3.918e-06 2.505e-06 CD247/RUNX3/CD3D/TNFAIP3/NFKBIE/IFNAR2/RELB/TAP1/ICAM1/AKT3/CD40/NFKB2/CCND2/ITGAL/NFKBIA/NFKB1/CCND1/CD44/MYD88/PLCG2/CD3G/CCNA2/CDK4/HDAC1/HLA-DOB/MAPK10/TLR2/USP7/STAT1/HLA-DMA/CXCL10/MAPK13/HLA-DMB/IRF7/TAPBP/TRAF3/OAS2/IKBKG/IKBKE/JUN 40 KEGG hsa04660 T cell receptor signaling pathway 26/668 104/8135 1.765e-07 5.664e-06 3.622e-06 CD247/CD3D/NFKBIE/RASGRP1/ITK/LCK/CD8A/AKT3/PAK1/MAPK3/PTPN6/NFKBIA/NFKB1/PTPRC/LCP2/PAK2/CD3G/CDK4/MAPK10/MAPK13/VAV1/NRAS/IKBKG/PPP3CC/JUN/LAT 26 KEGG hsa05144 Malaria 17/668 50/8135 2.142e-07 5.996e-06 3.834e-06 HBB/TGFB2/ICAM1/CD40/THBS2/IL1B/SDC1/CXCL8/ITGAL/MYD88/KLRB1/PECAM1/TLR2/THBS4/ITGB2/CCL2/SELP 17 KEGG hsa05417 Lipid and atherosclerosis 41/668 215/8135 2.241e-07 5.996e-06 3.834e-06 PLCB1/CCL5/TNFRSF10B/ICAM1/AKT3/CD40/IL1B/XBP1/MAPK3/CXCL8/NFKBIA/NFKB1/TNFSF10/HSPA5/LY96/CD14/CXCL1/MYD88/ABCG1/ATF6/BAD/CXCL3/MAPK10/TLR2/OLR1/MAPK13/IRF7/LBP/NLRP3/VAV1/TRAF3/CASP7/NCF2/CCL2/NRAS/IKBKG/RXRA/IKBKE/PPP3CC/SELP/JUN 41 KEGG hsa05323 Rheumatoid arthritis 24/668 93/8135 2.777e-07 6.858e-06 4.385e-06 CCL5/ANGPT1/TGFB2/VEGFA/ICAM1/IL1B/CXCL8/ITGAL/CTSL/CXCL1/CXCL6/HLA-DOB/CXCL3/TLR2/HLA-DMA/HLA-DMB/CD86/CXCL12/ITGB2/CCL2/ATP6V0D1/FLT1/IL15/JUN 24 KEGG hsa04662 B cell receptor signaling pathway 22/668 82/8135 4.202e-07 9.635e-06 6.161e-06 NFKBIE/RAC2/LILRB2/AKT3/PRKCB/FCGR2B/LILRA3/MAPK3/LILRB4/PTPN6/NFKBIA/NFKB1/LILRA2/PLCG2/LILRB3/INPP5D/VAV1/NRAS/CD72/IKBKG/PPP3CC/JUN 22 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 23/668 89/8135 4.787e-07 1.024e-05 6.55e-06 CD247/CD3D/NFKBIE/EGFR/RASGRP1/LCK/AKT3/MAPK3/PTPN6/NFKBIA/BATF/NFKB1/MYD88/CD3G/HIF1A/TLR2/STAT1/MAPK13/NRAS/IKBKG/PPP3CC/JUN/LAT 23 KEGG hsa05140 Leishmaniasis 21/668 77/8135 5.711e-07 1.146e-05 7.326e-06 TGFB2/PRKCB/IL1B/MAPK3/PTPN6/NFKBIA/NFKB1/MYD88/ITGA4/FCGR2A/EEF1A2/HLA-DOB/TLR2/STAT1/HLA-DMA/MAPK13/HLA-DMB/ITGB2/NCF2/JUN/MARCKSL1 21 KEGG hsa04620 Toll-like receptor signaling pathway 25/668 104/8135 6.79e-07 1.282e-05 8.198e-06 SPP1/CCL5/IFNAR2/AKT3/CD40/IL1B/MAPK3/CXCL8/NFKBIA/NFKB1/LY96/CD14/MYD88/MAPK10/TLR2/STAT1/CXCL10/MAPK13/IRF7/CD86/LBP/TRAF3/IKBKG/IKBKE/JUN 25 KEGG hsa04380 Osteoclast differentiation 28/668 128/8135 1.158e-06 2.065e-05 1.321e-05 IFNAR2/RELB/TGFB2/LILRB2/LCK/AKT3/FCGR2B/NFKB2/IL1B/LILRA3/MAPK3/LILRB4/GAB2/NFKBIA/NFKB1/LILRA2/LCP2/PLCG2/FCGR2A/MAPK10/STAT1/LILRB3/MAPK13/FOSL2/NCF2/IKBKG/PPP3CC/JUN 28 KEGG hsa04510 Focal adhesion 37/668 201/8135 2.143e-06 3.621e-05 2.315e-05 SPP1/PARVA/RAC2/ITGB7/VEGFA/ITGAV/EGFR/FLNB/AKT3/PRKCB/BIRC3/THBS2/ACTN1/PAK1/MAPK3/CCND2/DOCK1/TLN2/MYL2/CCND1/ITGA4/MYL9/PAK2/COL1A1/CAV3/RAPGEF1/ITGA5/BAD/MAPK10/THBS4/LAMB2/ARHGAP5/VAV1/PDGFRA/COL4A1/FLT1/JUN 37 KEGG hsa04668 TNF signaling pathway 25/668 112/8135 2.937e-06 4.713e-05 3.014e-05 CREB3L2/TNFAIP3/TNFRSF1B/CCL5/ICAM1/IRF1/AKT3/BIRC3/IL1B/MAPK3/NFKBIA/NFKB1/TRAF1/CXCL1/CXCL6/CXCL3/MAPK10/CXCL10/MAPK13/TRAF3/CASP7/CCL2/IKBKG/IL15/JUN 25 KEGG hsa04210 Apoptosis 28/668 136/8135 4.111e-06 6.283e-05 4.018e-05 GZMB/TNFRSF10B/PTPN13/AKT3/BIRC3/DAXX/CSF2RB/CTSD/MAPK3/NFKBIA/NFKB1/CTSC/TNFSF10/TRAF1/CTSL/CTSH/CTSF/PARP3/BAD/MAPK10/BCL2A1/NGF/LMNB1/CASP7/IL3RA/NRAS/IKBKG/JUN 28 KEGG hsa05162 Measles 28/668 139/8135 6.402e-06 9.341e-05 5.973e-05 CD3D/TNFAIP3/IL2RG/IFNAR2/IL2RB/AKT3/FCGR2B/IL1B/SLAMF1/CCND2/NFKBIA/NFKB1/CCND1/MYD88/CD3G/CDK4/BAD/MX2/MAPK10/TLR2/STAT1/IRF7/TRAF3/IL2RA/OAS2/IKBKG/IKBKE/JUN 28 KEGG hsa04936 Alcoholic liver disease 28/668 142/8135 9.811e-06 0.0001369 8.756e-05 FOXO1/ADIPOQ/ADH1B/AKT3/TCF7/TCF7L2/IL1B/ADIPOR2/ADH1A/CXCL8/NFKBIA/ADH1C/NFKB1/CCND1/LY96/CD14/CXCL1/MYD88/IL17RA/CXCL3/MAPK10/MAPK13/LBP/TRAF3/C3AR1/ALDH3A2/IKBKG/IKBKE 28 KEGG hsa04640 Hematopoietic cell lineage 22/668 99/8135 1.24e-05 0.0001658 0.000106 CD3D/IL4R/IL7R/IL11RA/CD8A/IL1B/CD2/CD38/CD44/CD14/ITGA4/CD3G/CD37/ITGA5/HLA-DOB/HLA-DMA/HLA-DMB/TFRC/IL2RA/IL3RA/IL9R/CSF2RA 22 KEGG hsa04010 MAPK signaling pathway 46/668 294/8135 1.31e-05 0.0001682 0.0001076 RAC2/ANGPT1/RELB/TGFA/TGFB2/VEGFA/EGFR/RASGRP1/DUSP5/FLNB/AKT3/PRKCB/PTPN7/NFKB2/IL1B/PAK1/DAXX/MAPK3/HSPB1/CDC25B/MAP3K4/NFKB1/CD14/MYD88/INSR/PAK2/FGFR1/EFNA5/MAP4K1/MAPK7/NTF3/MAPK10/NGF/DUSP2/MAPK13/DUSP3/PPM1A/ANGPT2/FGFR3/NRAS/GNG12/PDGFRA/IKBKG/PPP3CC/FLT1/JUN 46 KEGG hsa04657 IL-17 signaling pathway 21/668 94/8135 1.787e-05 0.0002139 0.0001368 TNFAIP3/IL1B/MAPK3/CXCL8/NFKBIA/S100A9/NFKB1/CXCL1/CXCL6/MAPK7/IL17RA/CXCL3/MAPK10/CXCL10/MAPK13/TRAF3/CCL2/IKBKG/IKBKE/CCL7/JUN 21 KEGG hsa04068 FoxO signaling pathway 26/668 131/8135 1.799e-05 0.0002139 0.0001368 FOXO1/IL7R/TGFB2/EGFR/PCK1/AKT3/SMAD3/S1PR1/MAPK3/CCND2/CCND1/TNFSF10/INSR/GABARAPL1/PLK2/HOMER3/CCNB1/MAPK10/USP7/MAPK13/PLK1/NRAS/BNIP3/S1PR4/PCK2/CCNB2 26 KEGG hsa05142 Chagas disease 22/668 102/8135 2.046e-05 0.0002346 0.00015 CD247/CD3D/PLCB1/CCL5/TGFB2/AKT3/IL1B/MAPK3/CXCL8/NFKBIA/GNA11/NFKB1/MYD88/CD3G/MAPK10/TLR2/SERPINE1/MAPK13/CCL2/IKBKG/JUN/ADCY1 22 KEGG hsa05205 Proteoglycans in cancer 35/668 205/8135 2.242e-05 0.0002482 0.0001587 TGFB2/VEGFA/ITGAV/EGFR/ANK3/FLNB/HBEGF/AKT3/PRKCB/HSPB2/PAK1/SDC1/MAPK3/PTPN6/FZD2/CCND1/CD44/CTSL/PLCG2/HCLS1/COL1A1/FGFR1/CAV3/HIF1A/ITGA5/PLAUR/FZD7/TIMP3/TLR2/CTTN/MAPK13/TWIST1/VAV1/TFAP4/NRAS 35 KEGG hsa05414 Dilated cardiomyopathy 21/668 96/8135 2.51e-05 0.0002685 0.0001717 ITGB7/TPM2/TGFB2/ITGAV/SGCA/DAG1/TPM4/ADCY9/DES/PLN/MYL2/ITGA4/ADCY6/MYH7/TNNC1/MYL3/ITGA5/ATP2A1/TPM3/TTN/ADCY1 21 KEGG hsa04621 NOD-like receptor signaling pathway 32/668 184/8135 3.443e-05 0.0003566 0.000228 PLCB1/TNFAIP3/CCL5/IFNAR2/AIM2/BIRC3/IL1B/NAMPT/TP53BP1/MAPK3/CXCL8/NFKBIA/NFKB1/CXCL1/MYD88/GABARAPL1/CASP4/GBP2/CXCL3/MAPK10/STAT1/GBP1/MAPK13/IRF7/NLRP3/TRAF3/PSTPIP1/CCL2/OAS2/IKBKG/IKBKE/JUN 32 KEGG hsa05134 Legionellosis 15/668 57/8135 3.754e-05 0.0003686 0.0002357 NFKB2/IL1B/CXCL8/NFKBIA/NFKB1/CD14/CXCL1/MYD88/CLK1/EEF1A2/CXCL3/TLR2/CASP7/ITGB2/BNIP3 15 KEGG hsa04015 Rap1 signaling pathway 35/668 210/8135 3.79e-05 0.0003686 0.0002357 PLCB1/MAGI2/SIPA1L1/RAC2/ANGPT1/VEGFA/EGFR/AKT3/PRKCB/ADCY9/MAPK3/TLN2/ITGAL/RALA/LCP2/INSR/ID1/ADCY6/FGFR1/SKAP1/RAPGEF1/F2R/EFNA5/NGF/MAPK13/VAV1/ITGB2/ANGPT2/FGFR3/NRAS/PDGFRA/PFN2/FLT1/ADCY1/LAT 35 KEGG hsa04670 Leukocyte transendothelial migration 23/668 114/8135 4.142e-05 0.0003911 0.0002501 CXCR4/RAC2/RHOH/ITK/ICAM1/PRKCB/PTK2B/CLDN7/ACTN1/ITGAL/MYL2/CDH5/ITGA4/MYL9/PLCG2/THY1/PECAM1/MAPK13/CXCL12/ARHGAP5/VAV1/ITGB2/NCF2 23 KEGG hsa04810 Regulation of actin cytoskeleton 35/668 218/8135 8.361e-05 0.0007668 0.0004904 CXCR4/RAC2/ITGB7/GSN/ITGAV/EGFR/PIP4K2B/ITGAX/ACTN1/PAK1/MAPK3/DOCK1/ITGAL/MYL2/MYH11/MYH10/ITGA4/MYL9/PAK2/FGFR1/F2R/ITGA5/NCKAP1/NCKAP1L/ARPC3/CXCL12/VAV1/ITGB2/FGFR3/NRAS/GNG12/PDGFRA/PFN2/CYFIP2/CHRM3 35 KEGG hsa04625 C-type lectin receptor signaling pathway 21/668 104/8135 8.751e-05 0.0007803 0.000499 EGR2/RELB/IRF1/AKT3/NFKB2/IL1B/PAK1/MAPK3/NFKBIA/NFKB1/PLCG2/EGR3/MAPK10/STAT1/MAPK13/NLRP3/NRAS/IKBKG/IKBKE/PPP3CC/JUN 21 KEGG hsa00350 Tyrosine metabolism 11/668 36/8135 9.403e-05 0.0008157 0.0005216 MAOA/ADH1B/AOC3/FAH/ADH1A/ADH1C/GOT2/HPD/PNMT/ALDH3B1/GOT1 11 KEGG hsa05133 Pertussis 17/668 76/8135 0.0001093 0.0009122 0.0005833 IRF1/IL1B/MAPK3/CXCL8/NFKB1/LY96/CD14/MYD88/CXCL6/IRF8/ITGA5/MAPK10/MAPK13/NLRP3/CASP7/ITGB2/JUN 17 KEGG hsa05135 Yersinia infection 25/668 137/8135 0.0001108 0.0009122 0.0005833 RAC2/LCK/CD8A/AKT3/PTK2B/IL1B/MAPK3/DOCK1/CXCL8/NFKBIA/NFKB1/MYD88/LCP2/ITGA4/ITGA5/FCGR2A/MAPK10/ARPC3/MAPK13/NLRP3/VAV1/CCL2/IKBKG/JUN/LAT 25 KEGG hsa05164 Influenza A 29/668 171/8135 0.0001265 0.001015 0.000649 CCL5/IFNAR2/TNFRSF10B/ICAM1/AKT3/PRKCB/IL1B/MAPK3/CXCL8/NFKBIA/NFKB1/TNFSF10/MYD88/CDK4/MX2/HLA-DOB/STAT1/HLA-DMA/CXCL10/SLC25A4/HLA-DMB/IRF7/NLRP3/TRAF3/NXF1/CCL2/OAS2/IKBKG/IKBKE 29 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 16/668 70/8135 0.0001321 0.001034 0.0006613 CCL5/EGFR/HBEGF/PAK1/CXCL8/NFKBIA/NFKB1/CXCL1/PLCG2/CXCL3/MAPK10/MAPK13/CSK/IKBKG/ATP6V0D1/JUN 16 KEGG hsa05171 Coronavirus disease - COVID-19 36/668 232/8135 0.0001358 0.001035 0.0006621 IFNAR2/EGFR/CFB/HBEGF/PRKCB/IL1B/MAPK3/CXCL8/NFKBIA/NFKB1/MYD88/PLCG2/RPS5/CFD/FCGR2A/RPL18/MX2/MAPK10/TLR2/STAT1/CXCL10/RPLP0/MAPK13/C6/NLRP3/AGTR1/TRAF3/C7/C3AR1/CCL2/RPL13/OAS2/IKBKG/IKBKE/SELP/JUN 36 KEGG hsa05418 Fluid shear stress and atherosclerosis 25/668 139/8135 0.000141 0.001035 0.0006621 RAC2/VEGFA/ITGAV/ICAM1/AKT3/IL1B/SDC1/ASS1/NFKB1/CDH5/CTSL/CAV3/BMP4/GSTA4/PECAM1/NQO1/MAPK7/MAPK10/BMPR1A/MAPK13/GSTT1/NCF2/CCL2/IKBKG/JUN 25 KEGG hsa04650 Natural killer cell mediated cytotoxicity 24/668 131/8135 0.0001419 0.001035 0.0006621 CD247/RAC2/IFNAR2/GZMB/TNFRSF10B/LCK/ICAM1/PRKCB/PTK2B/CD48/SH2D1A/PAK1/MAPK3/PTPN6/ITGAL/TNFSF10/LCP2/PLCG2/VAV1/ITGB2/NRAS/KLRD1/PPP3CC/LAT 24 KEGG hsa05340 Primary immunodeficiency 11/668 38/8135 0.0001618 0.001154 0.000738 CD3D/IL2RG/IL7R/LCK/TAP1/ADA/CD8A/CD40/PTPRC/RFX5/IKBKG 11 KEGG hsa04151 PI3K-Akt signaling pathway 49/668 354/8135 0.0001745 0.001218 0.0007786 CREB3L2/SPP1/IL4R/MAGI2/ITGB7/IL2RG/IFNAR2/ANGPT1/IL7R/TGFA/IL2RB/VEGFA/ITGAV/EGFR/PHLPP1/PCK1/AKT3/THBS2/MAPK3/CCND2/NFKB1/CCND1/ITGA4/INSR/COL1A1/FGFR1/F2R/ITGA5/EFNA5/CDK4/NTF3/BAD/TLR2/NGF/DDIT4/THBS4/LAMB2/ANGPT2/FGFR3/IL2RA/IL3RA/NRAS/GNG12/PDGFRA/IKBKG/RXRA/COL4A1/PCK2/FLT1 49 KEGG hsa05170 Human immunodeficiency virus 1 infection 33/668 212/8135 0.0002411 0.001647 0.001053 CD247/CD3D/TNFRSF1B/CXCR4/RAC2/TAP1/AKT3/PRKCB/PTK2B/PAK1/MAPK3/NFKBIA/GNA11/NFKB1/CCR5/MYD88/PLCG2/PAK2/CD3G/AP1B1/CCNB1/BAD/MAPK10/TLR2/MAPK13/TAPBP/NRAS/GNG12/CUL4A/IKBKG/PPP3CC/JUN/CCNB2 33 KEGG hsa05145 Toxoplasmosis 21/668 112/8135 0.0002617 0.00175 0.001119 TGFB2/AKT3/BIRC3/CD40/MAPK3/NFKBIA/NFKB1/CCR5/LY96/MYD88/BAD/HLA-DOB/MAPK10/TLR2/STAT1/HLA-DMA/MAPK13/HLA-DMB/LAMB2/IKBKG/ALOX5 21 KEGG hsa05221 Acute myeloid leukemia 15/668 67/8135 0.0002716 0.001779 0.001138 ZBTB16/AKT3/TCF7/TCF7L2/MAPK3/NFKB1/CCND1/CD14/CCNA2/PIM1/BAD/BCL2A1/PIM2/NRAS/IKBKG 15 KEGG hsa04919 Thyroid hormone signaling pathway 22/668 121/8135 0.0002974 0.001909 0.001221 FOXO1/PLCB1/ITGAV/THRA/AKT3/PRKCB/PFKM/MAPK3/PLN/CCND1/PLCG2/MYH7/HIF1A/BMP4/ATP2A1/DIO3/HDAC1/BAD/TBC1D4/STAT1/NRAS/RXRA 22 KEGG hsa05163 Human cytomegalovirus infection 34/668 225/8135 0.0003451 0.002172 0.001389 CREB3L2/PLCB1/CXCR4/CCL5/RAC2/VEGFA/ITGAV/EGFR/TAP1/AKT3/PRKCB/PTK2B/IL1B/ADCY9/MAPK3/CXCL8/NFKBIA/GNA11/NFKB1/CCR5/CCND1/ADCY6/CDK4/MAPK13/CXCL12/TAPBP/PTGER2/CCL2/NRAS/GNG12/PDGFRA/IKBKG/PPP3CC/ADCY1 34 KEGG hsa05212 Pancreatic cancer 16/668 76/8135 0.0003625 0.002238 0.001431 RAC2/TGFA/TGFB2/VEGFA/EGFR/AKT3/SMAD3/MAPK3/NFKB1/CCND1/RALA/CDK4/BAD/MAPK10/STAT1/IKBKG 16 KEGG hsa04672 Intestinal immune network for IgA production 12/668 49/8135 0.0004609 0.002791 0.001785 CXCR4/IL15RA/ITGB7/CD40/ITGA4/HLA-DOB/TNFRSF17/HLA-DMA/HLA-DMB/CD86/CXCL12/IL15 12 KEGG hsa05131 Shigellosis 36/668 247/8135 0.0004743 0.00282 0.001803 FOXO1/PLCB1/CCL5/EGFR/FNBP1L/AKT3/IL1B/ACTN1/HK2/MAPK3/DOCK1/TLN2/CXCL8/NFKBIA/MYL2/NFKB1/CD44/CD14/MYD88/MYL9/PLCG2/HCLS1/CASP4/ITGA5/MAPK10/CAPNS1/FNBP1/CTTN/ARPC3/MAPK13/NLRP3/BNIP3/PFN2/IKBKG/JUN/GLMN 36 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 30/668 194/8135 0.0005116 0.002986 0.001909 IFNAR2/VEGFA/ICAM1/AKT3/TCF7/TCF7L2/MAPK3/CXCL8/NFKBIA/NFKB1/CCR5/CCND1/CXCL1/PLCG2/HIF1A/CDK4/CXCL3/MAPK10/STAT1/MAPK13/IRF7/CD86/TRAF3/ANGPT2/NRAS/GNG12/IKBKG/IKBKE/PPP3CC/JUN 30 KEGG hsa05146 Amoebiasis 19/668 102/8135 0.0005519 0.003118 0.001994 PLCB1/TGFB2/PRKCB/IL1B/ACTN1/HSPB1/CXCL8/GNA11/NFKB1/CD14/CXCL1/COL1A1/CXCL3/TLR2/LAMB2/ITGB2/COL3A1/COL4A1/ADCY1 19 KEGG hsa05132 Salmonella infection 36/668 249/8135 0.0005537 0.003118 0.001994 RHOH/TNFRSF10B/FLNB/AKT3/BIRC3/TCF7/TCF7L2/DCTN3/IL1B/PAK1/MAPK3/CXCL8/NFKBIA/MYL2/NFKB1/TNFSF10/RALA/PTPRC/LY96/CD14/MYD88/MYL9/CASP4/NCKAP1/NCKAP1L/MAPK10/TLR2/ARPC3/MAPK13/NLRP3/CASP7/DCTN2/PFN2/IKBKG/CYFIP2/JUN 36 KEGG hsa05321 Inflammatory bowel disease 14/668 65/8135 0.0006544 0.003533 0.002259 IL4R/IL2RG/TGFB2/GATA3/IL1B/SMAD3/NFKB1/STAT4/HLA-DOB/TLR2/STAT1/HLA-DMA/HLA-DMB/JUN 14 KEGG hsa05130 Pathogenic Escherichia coli infection 30/668 197/8135 0.0006646 0.003533 0.002259 TNFRSF10B/CLDN7/IL1B/PAK1/MAPK3/PTPN6/CXCL8/NFKBIA/NFKB1/MYH11/TNFSF10/MYH10/MYD88/PAK2/HCLS1/CASP4/F2R/FCGR2A/MYO1B/NCKAP1/NCKAP1L/MAPK10/CTTN/ARPC3/MAPK13/NLRP3/CASP7/IKBKG/CYFIP2/JUN 30 KEGG hsa04630 JAK-STAT signaling pathway 26/668 162/8135 0.0006714 0.003533 0.002259 IL4R/IL15RA/IL2RG/IFNAR2/IL7R/IL2RB/IL11RA/EGFR/AKT3/CSF2RB/CCND2/PTPN6/IL27RA/STAT4/CCND1/PIM1/STAT1/PTPN2/IL2RA/IL3RA/PDGFRA/FHL1/LIFR/IL9R/CSF2RA/IL15 26 KEGG hsa05161 Hepatitis B 26/668 162/8135 0.0006714 0.003533 0.002259 CREB3L2/EGR2/TGFB2/AKT3/PRKCB/PTK2B/SMAD3/MAPK3/CXCL8/NFKBIA/NFKB1/STAT4/MYD88/EGR3/CCNA2/BAD/MAPK10/TLR2/STAT1/MAPK13/IRF7/TRAF3/NRAS/IKBKG/IKBKE/JUN 26 KEGG hsa04666 Fc gamma R-mediated phagocytosis 18/668 97/8135 0.0008021 0.004153 0.002655 RAC2/GSN/AKT3/PRKCB/BIN1/FCGR2B/PAK1/MAPK3/DOCK1/GAB2/PTPRC/PLCG2/FCGR2A/ARPC3/INPP5D/VAV1/MARCKSL1/LAT 18 KEGG hsa05410 Hypertrophic cardiomyopathy 17/668 90/8135 0.0009024 0.004598 0.00294 ITGB7/TPM2/TGFB2/ITGAV/SGCA/DAG1/TPM4/DES/MYL2/ITGA4/MYH7/TNNC1/MYL3/ITGA5/ATP2A1/TPM3/TTN 17 KEGG hsa05416 Viral myocarditis 13/668 60/8135 0.0009531 0.00478 0.003057 RAC2/ICAM1/SGCA/CD40/DAG1/ITGAL/CCND1/MYH7/HLA-DOB/HLA-DMA/HLA-DMB/CD86/ITGB2 13 KEGG hsa04514 Cell adhesion molecules 24/668 149/8135 0.001012 0.004999 0.003196 ITGB7/ITGAV/ICAM1/CD226/CD8A/CD40/CLDN7/CD2/SDC1/SELPLG/ITGAL/PTPRC/CDH5/ITGA4/PECAM1/SELL/HLA-DOB/HLA-DMA/HLA-DMB/CD86/PTPRF/CDH2/ITGB2/SELP 24 KEGG hsa04664 Fc epsilon RI signaling pathway 14/668 68/8135 0.001051 0.00511 0.003267 RAC2/MS4A2/AKT3/MAPK3/GAB2/LCP2/PLCG2/MAPK10/MAPK13/INPP5D/VAV1/NRAS/ALOX5/LAT 14 KEGG hsa00360 Phenylalanine metabolism 6/668 16/8135 0.001172 0.005616 0.003591 MAOA/AOC3/GOT2/HPD/ALDH3B1/GOT1 6 KEGG hsa05219 Bladder cancer 10/668 41/8135 0.001404 0.006628 0.004238 VEGFA/EGFR/HBEGF/MAPK3/CXCL8/CCND1/CDK4/FGFR3/NRAS/TYMP 10 KEGG hsa05215 Prostate cancer 17/668 97/8135 0.002125 0.009885 0.006321 CREB3L2/FOXO1/TGFA/EGFR/AKT3/TCF7/TCF7L2/MAPK3/NFKBIA/NFKB1/CCND1/AR/FGFR1/BAD/NRAS/PDGFRA/IKBKG 17 KEGG hsa04014 Ras signaling pathway 32/668 232/8135 0.002408 0.01104 0.007061 RAC2/ANGPT1/TGFA/VEGFA/EGFR/RASGRP1/AKT3/PRKCB/PAK1/MAPK3/GAB2/NFKB1/RALA/INSR/PLCG2/PAK2/FGFR1/EFNA5/ETS2/NTF3/BAD/MAPK10/NGF/RGL1/ANGPT2/FGFR3/NRAS/GNG12/PDGFRA/IKBKG/FLT1/LAT 32 KEGG hsa04370 VEGF signaling pathway 12/668 59/8135 0.002619 0.01184 0.007572 RAC2/VEGFA/AKT3/PRKCB/SH2D2A/MAPK3/HSPB1/PLCG2/BAD/MAPK13/NRAS/PPP3CC 12 KEGG hsa04912 GnRH signaling pathway 16/668 93/8135 0.003439 0.01533 0.009805 PLCB1/EGFR/HBEGF/PRKCB/PTK2B/ADCY9/MAPK3/MAP3K4/GNA11/ADCY6/MAPK7/MAPK10/MAPK13/NRAS/JUN/ADCY1 16 KEGG hsa04722 Neurotrophin signaling pathway 19/668 119/8135 0.003617 0.0159 0.01017 NFKBIE/SH2B2/AKT3/NTRK3/MAPK3/NFKBIA/NFKB1/MAGED1/PLCG2/ARHGDIB/RAPGEF1/MAPK7/NTF3/BAD/MAPK10/NGF/MAPK13/NRAS/JUN 19 KEGG hsa05210 Colorectal cancer 15/668 86/8135 0.003976 0.01725 0.01103 RAC2/TGFA/TGFB2/EGFR/AKT3/TCF7/TCF7L2/SMAD3/MAPK3/CCND1/RALA/BAD/MAPK10/NRAS/JUN 15 KEGG hsa04926 Relaxin signaling pathway 20/668 129/8135 0.004065 0.0174 0.01112 CREB3L2/PLCB1/VEGFA/EGFR/AKT3/ADCY9/MAPK3/NFKBIA/NFKB1/COL1A1/ADCY6/ACTA2/MAPK10/MAPK13/NRAS/GNG12/COL3A1/COL4A1/JUN/ADCY1 20 KEGG hsa05202 Transcriptional misregulation in cancer 27/668 193/8135 0.004186 0.01768 0.0113 FOXO1/ZBTB16/ITGB7/HOXA10/GZMB/IL2RB/CDK14/SIX1/BIRC3/CD40/NUPR1/TSPAN7/CCND2/CXCL8/NFKB1/CDKN2C/TRAF1/CD14/SMAD1/CCNA2/HDAC1/BCL2A1/CD86/HOXA11/RXRA/ELANE/FLT1 27 KEGG hsa01522 Endocrine resistance 16/668 98/8135 0.005834 0.02432 0.01555 EGFR/HBEGF/AKT3/ADCY9/MAPK3/CCND1/CDKN2C/ADCY6/CDK4/BAD/MAPK10/MAPK13/CARM1/NRAS/JUN/ADCY1 16 KEGG hsa05152 Tuberculosis 25/668 180/8135 0.006289 0.02588 0.01655 CORO1A/TGFB2/AKT3/ITGAX/FCGR2B/IL1B/CTSD/MAPK3/NFKB1/CD14/MYD88/RFX5/FCGR2A/BAD/HLA-DOB/MAPK10/TLR2/STAT1/HLA-DMA/MAPK13/HLA-DMB/LBP/ITGB2/PPP3CC/ATP6V0D1 25 KEGG hsa04931 Insulin resistance 17/668 108/8135 0.006644 0.027 0.01726 CREB3L2/FOXO1/PPP1R3C/PCK1/AKT3/PRKCB/NFKBIA/PYGM/NFKB1/PYGB/GFPT1/INSR/SLC27A2/MAPK10/TBC1D4/PTPRF/PCK2 17 KEGG hsa04066 HIF-1 signaling pathway 17/668 109/8135 0.00729 0.02925 0.01871 ANGPT1/VEGFA/EGFR/AKT3/PRKCB/PFKM/HK2/MAPK3/NFKB1/INSR/PLCG2/HIF1A/SERPINE1/TFRC/ANGPT2/ALDOA/FLT1 17 KEGG hsa05220 Chronic myeloid leukemia 13/668 76/8135 0.008364 0.03315 0.0212 TGFB2/AKT3/SMAD3/MAPK3/GAB2/NFKBIA/NFKB1/CCND1/CDK4/HDAC1/BAD/NRAS/IKBKG 13 KEGG hsa05203 Viral carcinogenesis 27/668 204/8135 0.008807 0.03349 0.02141 CREB3L2/EGR2/GSN/NFKB2/ACTN1/MAPK3/CCND2/NFKBIA/NFKB1/CCR5/CCND1/TRAF1/EGR3/CCNA2/CDK4/HDAC1/BAD/MRPS18B/SND1/USP7/HDAC4/IRF7/TRAF3/NRAS/IKBKG/ATP6V0D1/JUN 27 KEGG hsa01232 Nucleotide metabolism 14/668 85/8135 0.008868 0.03349 0.02141 ENPP1/ADA/HDDC2/AMPD3/HPRT1/DCK/AK1/NME3/GUK1/IMPDH1/IMPDH2/TYMP/TK2/ASMTL 14 KEGG hsa04012 ErbB signaling pathway 14/668 85/8135 0.008868 0.03349 0.02141 TGFA/EGFR/HBEGF/AKT3/PRKCB/PAK1/MAPK3/BTC/PLCG2/PAK2/BAD/MAPK10/NRAS/JUN 14 KEGG hsa04610 Complement and coagulation cascades 14/668 85/8135 0.008868 0.03349 0.02141 CFB/SERPINA1/ITGAX/CFD/TFPI/F2R/PLAUR/CFI/F8/SERPINE1/C6/C7/ITGB2/C3AR1 14 KEGG hsa04920 Adipocytokine signaling pathway 12/668 69/8135 0.009713 0.03584 0.02292 TNFRSF1B/NFKBIE/ADIPOQ/PCK1/AKT3/ADIPOR2/NFKBIA/NFKB1/MAPK10/IKBKG/RXRA/PCK2 12 KEGG hsa05211 Renal cell carcinoma 12/668 69/8135 0.009713 0.03584 0.02292 TGFA/TGFB2/VEGFA/AKT3/PAK1/MAPK3/PAK2/RAPGEF1/HIF1A/BAD/NRAS/JUN 12 KEGG hsa05230 Central carbon metabolism in cancer 12/668 70/8135 0.01088 0.03967 0.02537 EGFR/AKT3/NTRK3/PFKM/HK2/MAPK3/SLC7A5/FGFR1/HIF1A/FGFR3/NRAS/PDGFRA 12 KEGG hsa05150 Staphylococcus aureus infection 15/668 96/8135 0.01114 0.04018 0.02569 CFB/ICAM1/FCGR2B/SELPLG/ITGAL/PTAFR/CFD/FCGR2A/CFI/HLA-DOB/HLA-DMA/HLA-DMB/ITGB2/C3AR1/SELP 15 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 13/668 79/8135 0.01153 0.04112 0.02629 TGFA/VEGFA/EGFR/AXL/AKT3/PRKCB/MAPK3/PLCG2/GAS6/BAD/FGFR3/NRAS/PDGFRA 13 KEGG hsa04512 ECM-receptor interaction 14/668 88/8135 0.01196 0.04219 0.02698 SPP1/SV2B/ITGB7/ITGAV/THBS2/DAG1/SDC1/CD44/ITGA4/COL1A1/ITGA5/THBS4/LAMB2/COL4A1 14 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 16/668 106/8135 0.01232 0.04298 0.02748 CREB3L2/PLCB1/EGFR/HBEGF/GATA3/PRKCB/ADCY9/MAPK3/GNA11/PTHLH/ADCY6/FGFR1/LRP5/RXRA/MMP15/ADCY1 16 KEGG hsa04623 Cytosolic DNA-sensing pathway 11/668 63/8135 0.01264 0.04332 0.0277 CCL5/AIM2/IL1B/NFKBIA/NFKB1/POLR2E/CXCL10/IRF7/POLR1C/IKBKG/IKBKE 11 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 20/668 143/8135 0.01269 0.04332 0.0277 AKT3/PCGF2/TCF7/SMAD3/MAPK3/FZD2/ID3/SMAD1/ID1/FGFR1/ID4/BMP4/FZD7/BMPR1A/MAPK13/JARID2/FGFR3/NRAS/LIFR/INHBB 20 KEGG hsa04020 Calcium signaling pathway 30/668 240/8135 0.01308 0.04419 0.02826 PLCB1/CXCR4/VEGFA/PDE1A/EGFR/NTRK3/PRKCB/PTK2B/ADCY9/PLN/GNA11/PTAFR/CD38/CASQ2/TNNC2/ASPH/PLCG2/FGFR1/TNNC1/F2R/ATP2A1/NGF/SLC25A4/AGTR1/FGFR3/PDGFRA/PPP3CC/CHRM3/FLT1/ADCY1 30 KEGG hsa05165 Human papillomavirus infection 39/668 331/8135 0.01325 0.04431 0.02833 CREB3L2/SPP1/FOXO1/ITGB7/IFNAR2/VEGFA/ITGAV/EGFR/IRF1/AKT3/THBS2/TCF7/TCF7L2/MAPK3/CCND2/FZD2/NFKB1/CCND1/ITGA4/COL1A1/CCNA2/ITGA5/CDK4/FZD7/LFNG/NFX1/HDAC1/BAD/MX2/TADA3/STAT1/THBS4/LAMB2/TRAF3/NRAS/IKBKG/IKBKE/ATP6V0D1/COL4A1 39 KEGG hsa04923 Regulation of lipolysis in adipocytes 10/668 56/8135 0.01463 0.04842 0.03096 FABP4/PTGS1/PLIN1/AKT3/ADCY9/ADORA1/INSR/ADCY6/PRKG1/ADCY1 10 KEGG hsa05415 Diabetic cardiomyopathy 26/668 203/8135 0.01499 0.0491 0.0314 PLCB1/RAC2/TGFB2/AKT3/PRKCB/SMAD3/CTSD/PLN/NFKB1/PDK2/COX7A1/GFPT1/INSR/COL1A1/ATP2A1/COX6A2/MAPK10/TBC1D4/SLC25A4/MAPK13/AGTR1/NDUFB7/NDUFV1/NCF2/COL3A1/UQCRC1 26 KEGG hsa00790 Folate biosynthesis 6/668 26/8135 0.01664 0.05395 0.0345 AKR1B1/GCH1/ALPL/PCBD1/AKR1B10/QDPR 6 KEGG hsa05222 Small cell lung cancer 14/668 92/8135 0.01732 0.05559 0.03555 ITGAV/AKT3/BIRC3/NFKBIA/NFKB1/CKS1B/CCND1/TRAF1/CDK4/LAMB2/TRAF3/IKBKG/RXRA/COL4A1 14 KEGG hsa04022 cGMP-PKG signaling pathway 22/668 167/8135 0.01785 0.05674 0.03628 CREB3L2/PLCB1/AKT3/ADCY9/MAPK3/ADORA3/ADORA1/PLN/GNA11/RGS2/KCNJ8/MYL9/INSR/ADCY6/MYH7/ATP2A1/BAD/PRKG1/SLC25A4/AGTR1/PPP3CC/ADCY1 22 KEGG hsa04072 Phospholipase D signaling pathway 20/668 148/8135 0.01803 0.05675 0.03629 PLCB1/EGFR/MS4A2/AKT3/PTK2B/ADCY9/MAPK3/GAB2/CXCL8/RALA/INSR/PLCG2/DNM1/ADCY6/F2R/AGTR1/AGPAT1/NRAS/PDGFRA/ADCY1 20 KEGG hsa00010 Glycolysis / Gluconeogenesis 11/668 67/8135 0.0196 0.06108 0.03906 ADH1B/PCK1/PFKM/HK2/ADH1A/ADH1C/ALDH3B1/MINPP1/ALDH3A2/ALDOA/PCK2 11 KEGG hsa00071 Fatty acid degradation 8/668 43/8135 0.02195 0.06776 0.04333 ADH1B/ECI1/ADH1A/ECHS1/ADH1C/ACADS/HADH/ALDH3A2 8 KEGG hsa04611 Platelet activation 17/668 124/8135 0.02451 0.07423 0.04747 PLCB1/PTGS1/RASGRP1/AKT3/ADCY9/MAPK3/TLN2/LCP2/PLCG2/COL1A1/ADCY6/F2R/FCGR2A/PRKG1/MAPK13/COL3A1/ADCY1 17 KEGG hsa04260 Cardiac muscle contraction 13/668 87/8135 0.02451 0.07423 0.04747 TPM2/TPM4/MYL2/CASQ2/COX7A1/ASPH/MYH7/TNNC1/MYL3/ATP2A1/TPM3/COX6A2/UQCRC1 13 KEGG hsa04622 RIG-I-like receptor signaling pathway 11/668 70/8135 0.02643 0.0793 0.05071 CXCL8/NFKBIA/NFKB1/PIN1/MAPK10/CXCL10/MAPK13/IRF7/TRAF3/IKBKG/IKBKE 11 KEGG hsa05216 Thyroid cancer 7/668 37/8135 0.02869 0.08527 0.05452 TCF7/TCF7L2/MAPK3/CCND1/TPM3/NRAS/RXRA 7 KEGG hsa04520 Adherens junction 11/668 71/8135 0.02905 0.08556 0.05471 RAC2/EGFR/TCF7/TCF7L2/ACTN1/SMAD3/MAPK3/PTPN6/INSR/FGFR1/PTPRF 11 KEGG hsa00340 Histidine metabolism 5/668 22/8135 0.02994 0.08737 0.05587 MAOA/HDC/ALDH3B1/ASPA/ALDH3A2 5 KEGG hsa05223 Non-small cell lung cancer 11/668 72/8135 0.03185 0.09144 0.05847 TGFA/EGFR/AKT3/PRKCB/MAPK3/CCND1/PLCG2/CDK4/BAD/NRAS/RXRA 11 KEGG hsa05160 Hepatitis C 20/668 157/8135 0.0319 0.09144 0.05847 IFNAR2/EGFR/AKT3/CLDN7/MAPK3/NFKBIA/NFKB1/CCND1/CDK4/BAD/MX2/STAT1/CXCL10/IRF7/TRAF3/NRAS/OAS2/IKBKG/RXRA/IKBKE 20 KEGG hsa00230 Purine metabolism 17/668 128/8135 0.03222 0.09152 0.05852 PDE1A/ENPP1/ADA/ADCY9/HDDC2/AMPD3/HPRT1/ADCY6/DCK/PAPSS2/AK1/PDE9A/NME3/GUK1/IMPDH1/IMPDH2/ADCY1 17 KEGG hsa04071 Sphingolipid signaling pathway 16/668 119/8135 0.03349 0.09431 0.06031 PLCB1/RAC2/MS4A2/AKT3/PRKCB/S1PR1/CTSD/MAPK3/ADORA3/ADORA1/GAB2/NFKB1/MAPK10/MAPK13/NRAS/S1PR4 16 KEGG hsa05225 Hepatocellular carcinoma 21/668 168/8135 0.03406 0.09507 0.06079 TGFA/TGFB2/EGFR/AKT3/PRKCB/TCF7/TCF7L2/SMAD3/MAPK3/FZD2/CCND1/PLCG2/SMARCD3/GSTA4/NQO1/CDK4/FZD7/LRP5/BAD/GSTT1/NRAS 21 KEGG hsa04371 Apelin signaling pathway 18/668 139/8135 0.03507 0.09704 0.06205 SPP1/PLCB1/PLIN1/AKT3/SMAD3/ADCY9/MAPK3/MYL2/CCND1/ADCY6/MYL3/ACTA2/SERPINE1/HDAC4/AGTR1/NRAS/GNG12/ADCY1 18 KEGG hsa00620 Pyruvate metabolism 8/668 47/8135 0.03573 0.09803 0.06268 ADH1B/GRHPR/PCK1/ADH1A/ADH1C/PC/ALDH3A2/PCK2 8 KEGG hsa00410 beta-Alanine metabolism 6/668 31/8135 0.03758 0.1017 0.06504 ALDH6A1/AOC3/ECHS1/ACADS/ALDH3B1/ALDH3A2 6 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 19/668 150/8135 0.03771 0.1017 0.06504 CREB3L2/PLCB1/TPM2/AKT3/TPM4/ADCY9/MAPK3/PLN/MYL2/ADCY6/MYH7/TNNC1/MYL3/ATP2A1/TPM3/PPP1R1A/MAPK13/AGTR1/ADCY1 19 KEGG hsa00280 Valine, leucine and isoleucine degradation 8/668 48/8135 0.03992 0.1068 0.06828 ALDH6A1/ECHS1/ACADS/HADH/OXCT1/BCAT1/BCKDHA/ALDH3A2 8 KEGG hsa03320 PPAR signaling pathway 11/668 75/8135 0.0414 0.1098 0.07023 LPL/FABP4/ADIPOQ/PCK1/PLIN1/GK/SLC27A2/ACOX2/OLR1/RXRA/PCK2 11 KEGG hsa04360 Axon guidance 22/668 182/8135 0.04226 0.1105 0.07064 CXCR4/RAC2/SEMA5A/EPHA3/SEMA3E/SEMA3A/PAK1/MAPK3/ABLIM1/MYL9/PLCG2/PAK2/SEMA3C/UNC5C/SEMA4F/EFNA5/PLXNC1/PLXNA2/CXCL12/NRAS/DPYSL2/PPP3CC 22 KEGG hsa04145 Phagosome 19/668 152/8135 0.04233 0.1105 0.07064 CORO1A/ITGAV/TAP1/THBS2/FCGR2B/CD14/CTSL/ITGA5/FCGR2A/HLA-DOB/TLR2/OLR1/HLA-DMA/HLA-DMB/THBS4/TFRC/ITGB2/NCF2/ATP6V0D1 19 KEGG hsa00920 Sulfur metabolism 3/668 10/8135 0.04274 0.1106 0.07075 SELENBP1/PAPSS2/TST 3 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 11/668 77/8135 0.04876 0.1252 0.08007 ITGB7/ITGAV/SGCA/DAG1/TCF7/TCF7L2/DES/ITGA4/ITGA5/ATP2A1/CDH2 11 KEGG hsa00051 Fructose and mannose metabolism 6/668 33/8135 0.04925 0.1255 0.08022 AKR1B1/PFKM/HK2/MPI/AKR1B10/ALDOA 6 KEGG hsa04612 Antigen processing and presentation 11/668 78/8135 0.05276 0.1316 0.08413 TAP1/CD8A/HSPA5/CTSL/RFX5/HLA-DOB/HLA-DMA/HLA-DMB/TAPBP/LGMN/KLRD1 11 KEGG hsa04218 Cellular senescence 19/668 156/8135 0.05278 0.1316 0.08413 FOXO1/TGFB2/AKT3/SMAD3/MAPK3/CCND2/CXCL8/NFKB1/CCND1/CCNA2/CDK4/CCNB1/SERPINE1/SLC25A4/MAPK13/LIN37/NRAS/PPP3CC/CCNB2 19 KEGG hsa05332 Graft-versus-host disease 7/668 42/8135 0.05287 0.1316 0.08413 GZMB/IL1B/HLA-DOB/HLA-DMA/HLA-DMB/CD86/KLRD1 7 KEGG hsa00270 Cysteine and methionine metabolism 8/668 51/8135 0.0544 0.1343 0.0859 GOT2/BCAT1/CDO1/GOT1/AHCY/TST/SDS/AHCYL2 8 KEGG hsa04540 Gap junction 12/668 88/8135 0.05507 0.135 0.0863 PLCB1/EGFR/PRKCB/ADCY9/MAPK3/GNA11/ADCY6/MAPK7/PRKG1/NRAS/PDGFRA/ADCY1 12 KEGG hsa04917 Prolactin signaling pathway 10/668 70/8135 0.05854 0.1417 0.09059 IRF1/AKT3/MAPK3/CCND2/NFKB1/CCND1/MAPK10/STAT1/MAPK13/NRAS 10 KEGG hsa04940 Type I diabetes mellitus 7/668 43/8135 0.05888 0.1417 0.09059 GZMB/IL1B/ICA1/HLA-DOB/HLA-DMA/HLA-DMB/CD86 7 KEGG hsa04211 Longevity regulating pathway 12/668 89/8135 0.05914 0.1417 0.09059 CREB3L2/FOXO1/ADIPOQ/AKT3/ADIPOR2/ADCY9/NFKB1/INSR/ADCY6/EHMT2/NRAS/ADCY1 12 KEGG hsa04213 Longevity regulating pathway - multiple species 9/668 62/8135 0.06491 0.1543 0.0987 FOXO1/CRYAB/AKT3/ADCY9/INSR/ADCY6/HDAC1/NRAS/ADCY1 9 KEGG hsa04914 Progesterone-mediated oocyte maturation 13/668 102/8135 0.07346 0.1734 0.1109 AKT3/ADCY9/MAPK3/CDC25B/ADCY6/STK10/CCNA2/CCNB1/MAPK10/MAPK13/PLK1/ADCY1/CCNB2 13 KEGG hsa00650 Butanoate metabolism 5/668 28/8135 0.07469 0.175 0.1119 ECHS1/ACADS/HADH/OXCT1/ALDH5A1 5 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 6/668 37/8135 0.07859 0.1802 0.1152 ASS1/GOT2/GFPT1/ALDH5A1/ASPA/GOT1 6 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 6/668 37/8135 0.07859 0.1802 0.1152 PRKCB/NR3C2/MAPK3/NEDD4L/INSR/HSD11B2 6 KEGG hsa05143 African trypanosomiasis 6/668 37/8135 0.07859 0.1802 0.1152 PLCB1/HBB/ICAM1/PRKCB/IL1B/MYD88 6 KEGG hsa04270 Vascular smooth muscle contraction 16/668 134/8135 0.08193 0.1865 0.1193 PLCB1/CALD1/MYL6B/PRKCB/ADCY9/MAPK3/GNA11/MYH11/MYH10/MYL9/ADCY6/ACTA2/PRKG1/PRKCH/AGTR1/ADCY1 16 KEGG hsa04932 Non-alcoholic fatty liver disease 18/668 155/8135 0.08398 0.1898 0.1214 ADIPOQ/AKT3/IL1B/ADIPOR2/XBP1/CXCL8/NFKB1/COX7A1/INSR/COX6A2/MAPK10/MAPK13/CASP7/NDUFB7/NDUFV1/RXRA/UQCRC1/JUN 18 KEGG hsa05214 Glioma 10/668 75/8135 0.08524 0.1913 0.1223 TGFA/EGFR/AKT3/PRKCB/MAPK3/CCND1/PLCG2/CDK4/NRAS/PDGFRA 10 KEGG hsa05330 Allograft rejection 6/668 38/8135 0.08718 0.1943 0.1243 GZMB/CD40/HLA-DOB/HLA-DMA/HLA-DMB/CD86 6 KEGG hsa04310 Wnt signaling pathway 19/668 167/8135 0.09054 0.2004 0.1282 PLCB1/RAC2/WIF1/PRKCB/TCF7/TCF7L2/SMAD3/CCND2/SFRP4/FZD2/CCND1/FZD7/LRP5/MAPK10/CTNNBIP1/SFRP1/CBY1/PPP3CC/JUN 19 KEGG hsa04390 Hippo signaling pathway 18/668 157/8135 0.09225 0.2028 0.1297 WWTR1/TGFB2/BIRC3/TCF7/TCF7L2/SMAD3/CCND2/FZD2/CCND1/SMAD1/ID1/DLG5/BMP4/FZD7/SERPINE1/BMPR1A/ITGB2/AMOT 18 KEGG hsa01523 Antifolate resistance 5/668 30/8135 0.09484 0.2068 0.1322 ABCC3/IL1B/NFKB1/ABCC5/IKBKG 5 KEGG hsa04910 Insulin signaling pathway 16/668 137/8135 0.09533 0.2068 0.1322 FOXO1/SH2B2/PPP1R3C/PCK1/AKT3/HK2/MAPK3/PYGM/PYGB/INSR/RAPGEF1/BAD/MAPK10/PTPRF/NRAS/PCK2 16 KEGG hsa04613 Neutrophil extracellular trap formation 21/668 190/8135 0.09861 0.2124 0.1358 PLCB1/RAC2/AKT3/PRKCB/MAPK3/SELPLG/ITGAL/NFKB1/AQP9/PLCG2/CASP4/FCGR2A/HDAC1/TLR2/SLC25A4/HDAC4/MAPK13/ITGB2/NCF2/SELP/ELANE 21 KEGG hsa05213 Endometrial cancer 8/668 58/8135 0.09989 0.2138 0.1367 EGFR/AKT3/TCF7/TCF7L2/MAPK3/CCND1/BAD/NRAS 8 KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 24/668 223/8135 0.1027 0.2183 0.1396 VEGFA/EGFR/AKT3/MAPK3/NFKBIA/NFKB1/COX7A1/HIF1A/GSTA4/NQO1/COX6A2/BAD/MAPK10/SLC25A4/MAPK13/LPO/GSTT1/NDUFB7/NDUFV1/NCF2/NRAS/IKBKG/UQCRC1/JUN 24 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 7/668 49/8135 0.1035 0.2185 0.1397 CYB5R1/HK2/CYB5R3/GFPT1/MPI/HEXA/UGDH 7 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 12/668 98/8135 0.1047 0.2192 0.1402 PLCB1/PRKCB/IL1B/ADCY9/PLCG2/ADCY6/MAPK10/NGF/PRKCH/MAPK13/PTGER2/ADCY1 12 KEGG hsa00052 Galactose metabolism 5/668 31/8135 0.1059 0.2192 0.1402 AKR1B1/PFKM/HK2/B4GALT2/AKR1B10 5 KEGG hsa05310 Asthma 5/668 31/8135 0.1059 0.2192 0.1402 MS4A2/CD40/HLA-DOB/HLA-DMA/HLA-DMB 5 KEGG hsa04935 Growth hormone synthesis, secretion and action 14/668 119/8135 0.1084 0.223 0.1426 CREB3L2/PLCB1/AKT3/PRKCB/ADCY9/MAPK3/GNA11/PLCG2/ADCY6/MAPK10/STAT1/MAPK13/NRAS/ADCY1 14 KEGG hsa04216 Ferroptosis 6/668 41/8135 0.1159 0.2369 0.1515 GPX4/SLC39A8/CP/SLC39A14/PCBP2/TFRC 6 KEGG hsa04142 Lysosome 15/668 132/8135 0.1232 0.2494 0.1594 LITAF/CTSD/CTSC/NPC1/CTSL/CTSH/CTSF/AP1B1/LAMP3/HEXA/LGMN/PLA2G15/ATP6V0D1/HYAL1/NAGA 15 KEGG hsa04916 Melanogenesis 12/668 101/8135 0.1235 0.2494 0.1594 CREB3L2/PLCB1/PRKCB/TCF7/TCF7L2/ADCY9/MAPK3/FZD2/ADCY6/FZD7/NRAS/ADCY1 12 KEGG hsa04921 Oxytocin signaling pathway 17/668 154/8135 0.1284 0.2576 0.1647 PLCB1/EGFR/MYL6B/PRKCB/EEF2/ADCY9/MAPK3/CCND1/CD38/RGS2/MYL9/ADCY6/MAPK7/NRAS/PPP3CC/JUN/ADCY1 17 KEGG hsa05218 Melanoma 9/668 72/8135 0.1338 0.2667 0.1705 EGFR/AKT3/MAPK3/CCND1/FGFR1/CDK4/BAD/NRAS/PDGFRA 9 KEGG hsa04350 TGF-beta signaling pathway 11/668 94/8135 0.1468 0.2909 0.186 TGFB2/SMAD3/MAPK3/ID3/SMAD1/ID1/ID4/BMP4/BMPR1A/SMAD6/INHBB 11 KEGG hsa04110 Cell cycle 14/668 126/8135 0.1511 0.2971 0.19 TGFB2/SMAD3/CCND2/CDC25B/CCND1/CDKN2C/PTTG1/CCNA2/CDK4/CCNB1/HDAC1/PLK1/CDC6/CCNB2 14 KEGG hsa04929 GnRH secretion 8/668 64/8135 0.1518 0.2971 0.19 SPP1/PLCB1/AKT3/PRKCB/MAPK3/GNA11/KCNN3/NRAS 8 KEGG hsa04918 Thyroid hormone synthesis 9/668 75/8135 0.1598 0.3103 0.1984 CREB3L2/PLCB1/PRKCB/GPX3/ADCY9/HSPA5/ADCY6/GPX1/ADCY1 9 KEGG hsa02010 ABC transporters 6/668 45/8135 0.1605 0.3103 0.1984 ABCC3/ABCA8/TAP1/ABCA3/ABCG1/ABCC5 6 KEGG hsa05231 Choline metabolism in cancer 11/668 98/8135 0.179 0.344 0.22 RAC2/EGFR/AKT3/PRKCB/MAPK3/HIF1A/MAPK10/NRAS/PDGFRA/LYPLA1/JUN 11 KEGG hsa00240 Pyrimidine metabolism 7/668 58/8135 0.1958 0.3718 0.2378 ENPP1/HDDC2/DCK/NME3/TYMP/TK2/ASMTL 7 KEGG hsa00480 Glutathione metabolism 7/668 58/8135 0.1958 0.3718 0.2378 HPGDS/GPX3/GPX4/GSTA4/GPX1/PGD/GSTT1 7 KEGG hsa01210 2-Oxocarboxylic acid metabolism 3/668 19/8135 0.2011 0.379 0.2423 GOT2/BCAT1/GOT1 3 KEGG hsa04934 Cushing syndrome 16/668 155/8135 0.2025 0.379 0.2423 CREB3L2/PLCB1/EGFR/TCF7/TCF7L2/ADCY9/MAPK3/FZD2/GNA11/CCND1/CDKN2C/ADCY6/CDK4/FZD7/AGTR1/ADCY1 16 KEGG hsa04924 Renin secretion 8/668 69/8135 0.2031 0.379 0.2423 PLCB1/PDE1A/ADORA1/ADCY6/AQP1/AGTR1/PTGER2/PPP3CC 8 KEGG hsa04725 Cholinergic synapse 12/668 113/8135 0.2158 0.4004 0.256 CREB3L2/PLCB1/AKT3/PRKCB/ADCY9/MAPK3/GNA11/ADCY6/NRAS/GNG12/CHRM3/ADCY1 12 KEGG hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 3/668 20/8135 0.2232 0.4099 0.2621 UST/XYLT1/CHST3 3 KEGG hsa04530 Tight junction 17/668 169/8135 0.2236 0.4099 0.2621 MYL6B/CLDN7/ACTN1/NEDD4L/MYL2/CCND1/MYH11/MYH10/MYL9/HCLS1/CDK4/MAPK10/CTTN/ARPC3/AMOTL2/JUN/AMOT 17 KEGG hsa04979 Cholesterol metabolism 6/668 50/8135 0.2247 0.4099 0.2621 LPL/LIPC/NPC1/APOC1/APOE/VAPA 6 KEGG hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 2/668 11/8135 0.2269 0.4114 0.2631 HPD/NQO1 2 KEGG hsa00030 Pentose phosphate pathway 4/668 30/8135 0.2292 0.4134 0.2644 PFKM/RGN/PGD/ALDOA 4 KEGG hsa00561 Glycerolipid metabolism 7/668 61/8135 0.2321 0.4139 0.2647 LPL/AKR1B1/GK/LIPC/AKR1B10/AGPAT1/ALDH3A2 7 KEGG hsa00590 Arachidonic acid metabolism 7/668 61/8135 0.2321 0.4139 0.2647 LTC4S/PTGS1/HPGDS/GPX3/GPX1/PTGDS/ALOX5 7 KEGG hsa01200 Carbon metabolism 12/668 115/8135 0.2335 0.414 0.2648 ALDH6A1/PFKM/HK2/ECHS1/RGN/GOT2/ACADS/PC/GOT1/PGD/SDS/ALDOA 12 KEGG hsa00982 Drug metabolism - cytochrome P450 8/668 72/8135 0.2368 0.4176 0.267 MAOA/HPGDS/ADH1B/ADH1A/ADH1C/ALDH3B1/GSTA4/GSTT1 8 KEGG hsa00770 Pantothenate and CoA biosynthesis 3/668 21/8135 0.2457 0.431 0.2756 ENPP1/BCAT1/ALDH3A2 3 KEGG hsa01524 Platinum drug resistance 8/668 73/8135 0.2484 0.431 0.2756 AKT3/BIRC3/REV3L/MAPK3/ERCC1/GSTA4/BAD/GSTT1 8 KEGG hsa04115 p53 signaling pathway 8/668 73/8135 0.2484 0.431 0.2756 TNFRSF10B/CCND2/CCND1/CDK4/CCNB1/SERPINE1/SIVA1/CCNB2 8 KEGG hsa04922 Glucagon signaling pathway 11/668 107/8135 0.2618 0.4518 0.2889 CREB3L2/FOXO1/PLCB1/PCK1/AKT3/PFKM/SIK1/PYGM/PYGB/PPP3CC/PCK2 11 KEGG hsa00640 Propanoate metabolism 4/668 32/8135 0.2661 0.4549 0.2909 ALDH6A1/ECHS1/ACADS/BCKDHA 4 KEGG hsa05320 Autoimmune thyroid disease 6/668 53/8135 0.2667 0.4549 0.2909 GZMB/CD40/HLA-DOB/HLA-DMA/HLA-DMB/CD86 6 KEGG hsa00220 Arginine biosynthesis 3/668 22/8135 0.2686 0.4549 0.2909 ASS1/GOT2/GOT1 3 KEGG hsa01230 Biosynthesis of amino acids 8/668 75/8135 0.2722 0.4549 0.2909 PFKM/ASS1/GOT2/PC/BCAT1/GOT1/SDS/ALDOA 8 KEGG hsa04024 cAMP signaling pathway 21/668 221/8135 0.2723 0.4549 0.2909 CREB3L2/RAC2/AKT3/FXYD1/PAK1/ADCY9/MAPK3/ADORA1/PLN/NFKBIA/NFKB1/MYL9/ADCY6/F2R/ATP2A1/BAD/MAPK10/VAV1/PTGER2/JUN/ADCY1 21 KEGG hsa04911 Insulin secretion 9/668 86/8135 0.2728 0.4549 0.2909 CREB3L2/PLCB1/PRKCB/ADCY9/GNA11/ADCY6/KCNN3/CHRM3/ADCY1 9 KEGG hsa01240 Biosynthesis of cofactors 15/668 153/8135 0.2735 0.4549 0.2909 GCH1/RGN/ALPL/HPD/BCAT1/NQO1/MPI/PPOX/UROD/DHRS3/AK1/NME3/MTHFD2/ALDH3A2/UGDH 15 KEGG hsa04152 AMPK signaling pathway 12/668 120/8135 0.28 0.4633 0.2962 CREB3L2/FOXO1/ADIPOQ/PCK1/AKT3/EEF2/PFKM/ADIPOR2/CCND1/INSR/CCNA2/PCK2 12 KEGG hsa04927 Cortisol synthesis and secretion 7/668 65/8135 0.2836 0.4668 0.2985 CREB3L2/PLCB1/ADCY9/GNA11/ADCY6/AGTR1/ADCY1 7 KEGG hsa05207 Chemical carcinogenesis - receptor activation 20/668 212/8135 0.2897 0.4741 0.3032 CREB3L2/VEGFA/EGFR/AKT3/PRKCB/ADCY9/MAPK3/NFKB1/CCND1/AR/ADCY6/GSTA4/BAD/GSTT1/NRAS/RXRA/IKBKE/CDC6/JUN/ADCY1 20 KEGG hsa04964 Proximal tubule bicarbonate reclamation 3/668 23/8135 0.2916 0.4741 0.3032 PCK1/AQP1/PCK2 3 KEGG hsa04962 Vasopressin-regulated water reabsorption 5/668 44/8135 0.2924 0.4741 0.3032 CREB3L2/ADCY9/ARHGDIB/ADCY6/DCTN2 5 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 8/668 78/8135 0.309 0.498 0.3185 HPGDS/ADH1B/ADH1A/ADH1C/ALDH3B1/AKR7A2/GSTA4/GSTT1 8 KEGG hsa04720 Long-term potentiation 7/668 67/8135 0.3103 0.498 0.3185 PLCB1/PRKCB/MAPK3/PPP1R1A/NRAS/PPP3CC/ADCY1 7 KEGG hsa05224 Breast cancer 14/668 147/8135 0.3206 0.5119 0.3274 EGFR/AKT3/TCF7/TCF7L2/NFKB2/MAPK3/FZD2/CCND1/FGFR1/CDK4/FZD7/LRP5/NRAS/JUN 14 KEGG hsa04930 Type II diabetes mellitus 5/668 46/8135 0.3255 0.5167 0.3304 ADIPOQ/HK2/MAPK3/INSR/MAPK10 5 KEGG hsa04972 Pancreatic secretion 10/668 102/8135 0.3267 0.5167 0.3304 PLCB1/CPA3/PRKCB/ADCY9/CD38/CPB1/ADCY6/ATP2A1/CHRM3/ADCY1 10 KEGG hsa05032 Morphine addiction 9/668 91/8135 0.3305 0.5201 0.3325 GRK5/GABRB1/PDE1A/PRKCB/ADCY9/ADORA1/ADCY6/GNG12/ADCY1 9 KEGG hsa00983 Drug metabolism - other enzymes 8/668 80/8135 0.3341 0.5232 0.3346 HPRT1/GSTA4/NME3/GSTT1/IMPDH1/IMPDH2/TYMP/TK2 8 KEGG hsa05031 Amphetamine addiction 7/668 69/8135 0.3375 0.5259 0.3363 CREB3L2/MAOA/PRKCB/HDAC1/PPP3CC/SLC18A2/JUN 7 KEGG hsa04973 Carbohydrate digestion and absorption 5/668 47/8135 0.3423 0.5283 0.3378 PLCB1/AKT3/PRKCB/HK2/SLC2A5 5 KEGG hsa00500 Starch and sucrose metabolism 4/668 36/8135 0.3423 0.5283 0.3378 ENPP1/HK2/PYGM/PYGB 4 KEGG hsa04915 Estrogen signaling pathway 13/668 138/8135 0.344 0.5283 0.3378 CREB3L2/PLCB1/TGFA/EGFR/HBEGF/AKT3/ADCY9/CTSD/MAPK3/ADCY6/NRAS/JUN/ADCY1 13 KEGG hsa00603 Glycosphingolipid biosynthesis - globo and isoglobo series 2/668 15/8135 0.3523 0.536 0.3427 HEXA/NAGA 2 KEGG hsa00730 Thiamine metabolism 2/668 15/8135 0.3523 0.536 0.3427 ALPL/AK1 2 KEGG hsa04970 Salivary secretion 9/668 93/8135 0.3542 0.5363 0.343 PLCB1/PRKCB/ADCY9/CD38/ADCY6/PRKG1/LPO/CHRM3/ADCY1 9 KEGG hsa01250 Biosynthesis of nucleotide sugars 4/668 37/8135 0.3615 0.5449 0.3484 HK2/GFPT1/MPI/UGDH 4 KEGG hsa04730 Long-term depression 6/668 60/8135 0.3704 0.5556 0.3553 PLCB1/PRKCB/MAPK3/GNA11/PRKG1/NRAS 6 KEGG hsa05030 Cocaine addiction 5/668 49/8135 0.3758 0.5611 0.3588 CREB3L2/MAOA/NFKB1/SLC18A2/JUN 5 KEGG hsa04137 Mitophagy - animal 7/668 72/8135 0.3788 0.5629 0.3599 GABARAPL1/HIF1A/PINK1/MAPK10/NRAS/BNIP3/JUN 7 KEGG hsa00062 Fatty acid elongation 3/668 27/8135 0.3843 0.5685 0.3635 ECHS1/TECR/HADH 3 KEGG hsa00562 Inositol phosphate metabolism 7/668 73/8135 0.3926 0.5755 0.368 PLCB1/ALDH6A1/PIP4K2B/PLCG2/INPP5F/MINPP1/INPP5D 7 KEGG hsa05110 Vibrio cholerae infection 5/668 50/8135 0.3926 0.5755 0.368 ADCY9/PLCG2/KDELR3/KDELR1/ATP6V0D1 5 KEGG hsa04144 Endocytosis 22/668 251/8135 0.4064 0.5914 0.3782 CXCR4/GRK5/IL2RG/AGAP1/IL2RB/EGFR/BIN1/PSD3/SMAD3/NEDD4L/CCR5/DNM1/CAV3/ACAP1/RAB22A/ARPC3/ARF3/TFRC/FGFR3/IL2RA/PDGFRA/PSD4 22 KEGG hsa00330 Arginine and proline metabolism 5/668 51/8135 0.4094 0.5914 0.3782 MAOA/GOT2/GOT1/CKMT2/ALDH3A2 5 KEGG hsa04913 Ovarian steroidogenesis 5/668 51/8135 0.4094 0.5914 0.3782 ADCY9/INSR/ADCY6/ALOX5/ADCY1 5 KEGG hsa00120 Primary bile acid biosynthesis 2/668 17/8135 0.4127 0.5914 0.3782 CH25H/ACOX2 2 KEGG hsa00910 Nitrogen metabolism 2/668 17/8135 0.4127 0.5914 0.3782 CA12/CA3 2 KEGG hsa03250 Viral life cycle - HIV-1 6/668 63/8135 0.4157 0.593 0.3792 CXCR4/CCR5/PIN1/MX2/PSIP1/SUPT5H 6 KEGG hsa00260 Glycine, serine and threonine metabolism 4/668 40/8135 0.419 0.5951 0.3806 MAOA/AOC3/GRHPR/SDS 4 KEGG hsa04971 Gastric acid secretion 7/668 76/8135 0.434 0.6137 0.3925 PLCB1/PRKCB/ADCY9/ATP4B/ADCY6/CHRM3/ADCY1 7 KEGG hsa00511 Other glycan degradation 2/668 18/8135 0.4418 0.6205 0.3968 MAN2B2/HEXA 2 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 5/668 53/8135 0.4426 0.6205 0.3968 PLCB1/PRKCB/ADCY9/DNM1/ADCY6 5 KEGG hsa05100 Bacterial invasion of epithelial cells 7/668 77/8135 0.4477 0.6229 0.3983 DOCK1/HCLS1/DNM1/CAV3/ITGA5/CTTN/ARPC3 7 KEGG hsa00020 Citrate cycle (TCA cycle) 3/668 30/8135 0.4521 0.6229 0.3983 PCK1/PC/PCK2 3 KEGG hsa00053 Ascorbate and aldarate metabolism 3/668 30/8135 0.4521 0.6229 0.3983 RGN/ALDH3A2/UGDH 3 KEGG hsa05226 Gastric cancer 13/668 149/8135 0.4522 0.6229 0.3983 TGFB2/EGFR/AKT3/TCF7/TCF7L2/SMAD3/MAPK3/FZD2/CCND1/FZD7/LRP5/NRAS/RXRA 13 KEGG hsa00380 Tryptophan metabolism 4/668 42/8135 0.4566 0.6264 0.4006 MAOA/ECHS1/HADH/ALDH3A2 4 KEGG hsa04724 Glutamatergic synapse 10/668 114/8135 0.4623 0.6315 0.4038 PLCB1/PRKCB/SHANK2/ADCY9/MAPK3/ADCY6/HOMER3/GNG12/PPP3CC/ADCY1 10 KEGG hsa00531 Glycosaminoglycan degradation 2/668 19/8135 0.4702 0.6395 0.4089 HEXA/HYAL1 2 KEGG hsa04726 Serotonergic synapse 10/668 115/8135 0.4736 0.6409 0.4098 PLCB1/MAOA/GABRB1/PTGS1/PRKCB/MAPK3/NRAS/GNG12/ALOX5/SLC18A2 10 KEGG hsa00860 Porphyrin metabolism 4/668 43/8135 0.4752 0.6409 0.4098 BLVRA/CP/PPOX/UROD 4 KEGG hsa04215 Apoptosis - multiple species 3/668 32/8135 0.4955 0.6655 0.4255 BIRC3/MAPK10/CASP7 3 KEGG hsa04114 Oocyte meiosis 11/668 131/8135 0.5155 0.6894 0.4409 ADCY9/MAPK3/AR/ADCY6/PTTG1/CCNB1/MAPK13/PLK1/PPP3CC/ADCY1/CCNB2 11 KEGG hsa00040 Pentose and glucuronate interconversions 3/668 34/8135 0.5371 0.7124 0.4556 AKR1B1/AKR1B10/UGDH 3 KEGG hsa03020 RNA polymerase 3/668 34/8135 0.5371 0.7124 0.4556 POLR2E/POLR2I/POLR1C 3 KEGG hsa03420 Nucleotide excision repair 4/668 47/8135 0.5465 0.7195 0.4601 ERCC1/CETN2/RAD23B/CUL4A 4 KEGG hsa04713 Circadian entrainment 8/668 97/8135 0.5488 0.7195 0.4601 PLCB1/PRKCB/ADCY9/MAPK3/ADCY6/PRKG1/GNG12/ADCY1 8 KEGG hsa04217 Necroptosis 13/668 159/8135 0.5491 0.7195 0.4601 TNFAIP3/IFNAR2/TNFRSF10B/BIRC3/IL1B/PYGM/PYGB/STAT4/TNFSF10/MAPK10/STAT1/SLC25A4/NLRP3 13 KEGG hsa04925 Aldosterone synthesis and secretion 8/668 98/8135 0.5607 0.7311 0.4675 CREB3L2/PLCB1/PRKCB/ADCY9/GNA11/ADCY6/AGTR1/ADCY1 8 KEGG hsa04723 Retrograde endocannabinoid signaling 12/668 148/8135 0.5625 0.7311 0.4675 PLCB1/GABRB1/PRKCB/ADCY9/MAPK3/ADCY6/MAPK10/MAPK13/NDUFB7/NDUFV1/GNG12/ADCY1 12 KEGG hsa03060 Protein export 2/668 23/8135 0.5742 0.7403 0.4734 HSPA5/SEC63 2 KEGG hsa04614 Renin-angiotensin system 2/668 23/8135 0.5742 0.7403 0.4734 CPA3/AGTR1 2 KEGG hsa00760 Nicotinate and nicotinamide metabolism 3/668 36/8135 0.5767 0.7405 0.4735 ENPP1/NAMPT/CD38 3 KEGG hsa00310 Lysine degradation 5/668 63/8135 0.5986 0.7626 0.4876 EZH1/ECHS1/HADH/EHMT2/ALDH3A2 5 KEGG hsa05217 Basal cell carcinoma 5/668 63/8135 0.5986 0.7626 0.4876 TCF7/TCF7L2/FZD2/BMP4/FZD7 5 KEGG hsa04727 GABAergic synapse 7/668 89/8135 0.6041 0.7635 0.4882 GABRB1/PRKCB/ADCY9/GABARAPL1/ADCY6/GNG12/ADCY1 7 KEGG hsa04976 Bile secretion 7/668 89/8135 0.6041 0.7635 0.4882 ABCC3/ADCY9/AQP9/ADCY6/AQP1/RXRA/ADCY1 7 KEGG hsa04140 Autophagy - animal 11/668 141/8135 0.6162 0.7757 0.496 AKT3/CTSD/MAPK3/CTSL/GABARAPL1/HIF1A/BAD/MAPK10/DDIT4/NRAS/BNIP3 11 KEGG hsa05010 Alzheimer disease 30/668 384/8135 0.6429 0.8061 0.5155 PLCB1/LPL/AKT3/IL1B/XBP1/MAPK3/FZD2/NFKB1/COX7A1/SLC39A8/INSR/ATF6/SLC39A14/ATP2A1/FZD7/LRP5/COX6A2/BAD/MAPK10/APOE/SLC39A7/SLC25A4/CASP7/NDUFB7/NDUFV1/NRAS/IKBKG/PPP3CC/UQCRC1/CHRM3 30 KEGG hsa05206 MicroRNAs in cancer 24/668 310/8135 0.6515 0.8116 0.519 TGFB2/VEGFA/EGFR/PRKCB/BCL2L2/MAPK3/CCND2/CDC25B/NFKB1/CCND1/CD44/PLCG2/ITGA5/PIM1/EFNA5/MAPK7/HDAC1/TIMP3/HDAC4/DDIT4/FGFR3/NRAS/PDGFRA/ST14 24 KEGG hsa04728 Dopaminergic synapse 10/668 132/8135 0.6523 0.8116 0.519 CREB3L2/PLCB1/MAOA/AKT3/PRKCB/MAPK10/MAPK13/GNG12/PPP3CC/SLC18A2 10 KEGG hsa04141 Protein processing in endoplasmic reticulum 13/668 171/8135 0.6564 0.8135 0.5202 CRYAB/XBP1/BAG1/HSPA5/ATF6/UBE4B/MAPK10/UBE2J1/SEC63/RAD23B/GANAB/WFS1/HERPUD1 13 KEGG hsa04966 Collecting duct acid secretion 2/668 27/8135 0.6626 0.8181 0.5231 ATP4B/ATP6V0D1 2 KEGG hsa00830 Retinol metabolism 5/668 68/8135 0.6667 0.82 0.5244 ADH1B/ADH1A/ADH1C/PNPLA4/DHRS3 5 KEGG hsa04146 Peroxisome 6/668 82/8135 0.6754 0.8275 0.5291 ECH1/CRAT/PEX19/SLC27A2/ACOX2/PMVK 6 KEGG hsa04340 Hedgehog signaling pathway 4/668 56/8135 0.6861 0.8374 0.5355 CDON/CCND2/CCND1/GAS1 4 KEGG hsa05322 Systemic lupus erythematosus 10/668 136/8135 0.6891 0.8379 0.5358 CD40/ACTN1/FCGR2A/HLA-DOB/HLA-DMA/HLA-DMB/C6/CD86/C7/ELANE 10 KEGG hsa05012 Parkinson disease 20/668 266/8135 0.695 0.8396 0.5369 MAOA/DAXX/XBP1/HSPA5/COX7A1/SLC39A8/TRAP1/PINK1/ATF6/UCHL1/SLC39A14/COX6A2/MAPK10/UBE2J1/SLC39A7/SLC25A4/NDUFB7/NDUFV1/UQCRC1/SLC18A2 20 KEGG hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 1/668 14/8135 0.699 0.8396 0.5369 B4GALT2 1 KEGG hsa01212 Fatty acid metabolism 4/668 57/8135 0.6996 0.8396 0.5369 ECHS1/TECR/ACADS/HADH 4 KEGG hsa04392 Hippo signaling pathway - multiple species 2/668 29/8135 0.701 0.8396 0.5369 WWTR1/PAK1 2 KEGG hsa00604 Glycosphingolipid biosynthesis - ganglio series 1/668 15/8135 0.7237 0.8636 0.5523 HEXA 1 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 36/668 476/8135 0.727 0.8643 0.5527 PLCB1/TNFRSF1B/PRKCB/GPX3/DCTN3/IL1B/DAXX/XBP1/MAPK3/FZD2/NFKB1/HSPA5/COX7A1/TRAP1/PINK1/ATF6/UCHL1/GPX1/ATP2A1/FZD7/LRP5/COX6A2/HIP1/BAD/MAPK10/UBE2J1/SLC25A4/MAPK13/CASP7/DCTN2/NDUFB7/NDUFV1/NRAS/PPP3CC/UQCRC1/CHRM3 36 KEGG hsa05020 Prion disease 20/668 273/8135 0.738 0.8742 0.559 CREB3L2/CCL5/RAC2/IL1B/MAPK3/HSPA5/COX7A1/CAV3/COX6A2/BAD/MAPK10/SLC25A4/MAPK13/C6/C7/NDUFB7/NDUFV1/NCF2/PPP3CC/UQCRC1 20 KEGG hsa04150 mTOR signaling pathway 11/668 156/8135 0.7449 0.8777 0.5612 AKT3/PRKCB/MAPK3/FZD2/INSR/SLC7A5/FZD7/LRP5/DDIT4/NRAS/NPRL3 11 KEGG hsa00430 Taurine and hypotaurine metabolism 1/668 16/8135 0.7465 0.8777 0.5612 CDO1 1 KEGG hsa00514 Other types of O-glycan biosynthesis 3/668 47/8135 0.7538 0.8831 0.5647 GALNT10/B4GALT2/LFNG 3 KEGG hsa00450 Selenocompound metabolism 1/668 17/8135 0.7673 0.8957 0.5727 PAPSS2 1 KEGG hsa04721 Synaptic vesicle cycle 5/668 78/8135 0.7787 0.9057 0.5791 STXBP1/DNM1/UNC13B/ATP6V0D1/SLC18A2 5 KEGG hsa00510 N-Glycan biosynthesis 3/668 50/8135 0.7903 0.9158 0.5856 B4GALT2/MGAT5/GANAB 3 KEGG hsa04070 Phosphatidylinositol signaling system 6/668 97/8135 0.8189 0.9403 0.6013 PLCB1/PRKCB/PIP4K2B/PLCG2/INPP5F/INPP5D 6 KEGG hsa00100 Steroid biosynthesis 1/668 20/8135 0.8202 0.9403 0.6013 LBR 1 KEGG hsa00670 One carbon pool by folate 1/668 20/8135 0.8202 0.9403 0.6013 MTHFD2 1 KEGG hsa03460 Fanconi anemia pathway 3/668 54/8135 0.8318 0.9502 0.6076 REV3L/ERCC1/FANCC 3 KEGG hsa00513 Various types of N-glycan biosynthesis 2/668 39/8135 0.8418 0.9583 0.6128 B4GALT2/HEXA 2 KEGG hsa00900 Terpenoid backbone biosynthesis 1/668 22/8135 0.8486 0.9619 0.6151 PMVK 1 KEGG hsa05168 Herpes simplex virus 1 infection 35/668 495/8135 0.851 0.9619 0.6151 CCL5/IFNAR2/TAP1/ZNF135/AKT3/BIRC3/IL1B/DAXX/NFKBIA/NFKB1/ZNF43/MYD88/CFP/ZNF248/ZNF85/ITGA5/ZNF205/ZNF101/BAD/HLA-DOB/TLR2/SRSF8/STAT1/HLA-DMA/HLA-DMB/IRF7/ZNF91/TAPBP/TRAF3/TNFSF14/NXF1/CCL2/OAS2/IKBKG/IKBKE 35 KEGG hsa04974 Protein digestion and absorption 6/668 103/8135 0.86 0.9664 0.618 CPA3/CPB1/SLC7A8/COL1A1/COL3A1/COL4A1 6 KEGG hsa00515 Mannose type O-glycan biosynthesis 1/668 23/8135 0.861 0.9664 0.618 B4GALT2 1 KEGG hsa04714 Thermogenesis 15/668 232/8135 0.8673 0.97 0.6203 CREB3L2/PLIN1/ADCY9/COX7A1/ADCY6/FGFR1/SMARCD3/COX6A2/PRKG1/MAPK13/NDUFB7/NDUFV1/NRAS/UQCRC1/ADCY1 15 KEGG hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 1/668 24/8135 0.8725 0.9724 0.6218 XYLT1 1 KEGG hsa04975 Fat digestion and absorption 2/668 43/8135 0.8789 0.9763 0.6243 GOT2/AGPAT1 2 KEGG hsa03013 Nucleocytoplasmic transport 6/668 108/8135 0.8881 0.9821 0.628 SAP18/UPF3A/EEF1A2/CASC3/NXF1/NUP210 6 KEGG hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 1/668 26/8135 0.8926 0.9821 0.628 GPAA1 1 KEGG hsa03018 RNA degradation 4/668 79/8135 0.8985 0.9821 0.628 PFKM/BTG2/CNOT1/CNOT4 4 KEGG hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 1/668 27/8135 0.9015 0.9821 0.628 B4GALT2 1 KEGG hsa01040 Biosynthesis of unsaturated fatty acids 1/668 27/8135 0.9015 0.9821 0.628 TECR 1 KEGG hsa04120 Ubiquitin mediated proteolysis 8/668 142/8135 0.9063 0.9821 0.628 HUWE1/BIRC3/NEDD4L/UBE4B/UBE2J1/RHOBTB1/CUL4A/UBA3 8 KEGG hsa03015 mRNA surveillance pathway 5/668 97/8135 0.9093 0.9821 0.628 SAP18/UPF3A/GSPT1/CASC3/NXF1 5 KEGG hsa05017 Spinocerebellar ataxia 8/668 143/8135 0.9102 0.9821 0.628 PLCB1/AKT3/PRKCB/XBP1/ATP2A1/MAPK10/SLC25A4/KAT5 8 KEGG hsa00564 Glycerophospholipid metabolism 5/668 98/8135 0.9138 0.9821 0.628 PNPLA6/PLD3/AGPAT1/PLA2G15/LYPLA1 5 KEGG hsa00565 Ether lipid metabolism 2/668 49/8135 0.9198 0.9821 0.628 PLD3/PLA2G7 2 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 1/668 30/8135 0.9239 0.9821 0.628 GRHPR 1 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 3/668 69/8135 0.9306 0.9821 0.628 HPGDS/GSTA4/GSTT1 3 KEGG hsa04742 Taste transduction 4/668 86/8135 0.9309 0.9821 0.628 PLCB1/PDE1A/ADCY6/CHRM3 4 KEGG hsa00190 Oxidative phosphorylation 7/668 134/8135 0.9316 0.9821 0.628 COX7A1/ATP4B/COX6A2/NDUFB7/NDUFV1/ATP6V0D1/UQCRC1 7 KEGG hsa00600 Sphingolipid metabolism 2/668 52/8135 0.9349 0.9821 0.628 UGCG/HEXA 2 KEGG hsa04136 Autophagy - other 1/668 32/8135 0.9359 0.9821 0.628 GABARAPL1 1 KEGG hsa03410 Base excision repair 1/668 33/8135 0.9412 0.9821 0.628 PARP3 1 KEGG hsa04130 SNARE interactions in vesicular transport 1/668 33/8135 0.9412 0.9821 0.628 STX11 1 KEGG hsa03008 Ribosome biogenesis in eukaryotes 5/668 109/8135 0.9515 0.9821 0.628 RPP40/MDN1/FBL/NXF1/UTP18 5 KEGG hsa05016 Huntington disease 18/668 306/8135 0.9528 0.9821 0.628 CREB3L2/PLCB1/GPX3/DCTN3/TGM2/COX7A1/GPX1/POLR2E/HDAC1/COX6A2/HIP1/MAPK10/SLC25A4/POLR2I/DCTN2/NDUFB7/NDUFV1/UQCRC1 18 KEGG hsa05014 Amyotrophic lateral sclerosis 22/668 364/8135 0.9543 0.9821 0.628 TNFRSF1B/GPX3/DCTN3/DAXX/XBP1/ANXA11/HSPA5/COX7A1/PINK1/ATF6/GPX1/COX6A2/BAD/MAPK13/DCTN2/NDUFB7/NDUFV1/NXF1/NUP210/PFN2/PPP3CC/UQCRC1 22 KEGG hsa00512 Mucin type O-glycan biosynthesis 1/668 36/8135 0.9546 0.9821 0.628 GALNT10 1 KEGG hsa03030 DNA replication 1/668 36/8135 0.9546 0.9821 0.628 PRIM2 1 KEGG hsa04330 Notch signaling pathway 2/668 59/8135 0.9605 0.9831 0.6287 LFNG/HDAC1 2 KEGG hsa04978 Mineral absorption 2/668 60/8135 0.9632 0.9831 0.6287 STEAP1/MT1G 2 KEGG hsa00140 Steroid hormone biosynthesis 2/668 61/8135 0.9658 0.9831 0.6287 HSD11B2/STS 2 KEGG hsa05033 Nicotine addiction 1/668 40/8135 0.9678 0.9831 0.6287 GABRB1 1 KEGG hsa05034 Alcoholism 9/668 187/8135 0.975 0.9873 0.6314 CREB3L2/MAOA/MAPK3/SLC29A1/HDAC1/HDAC4/NRAS/GNG12/SLC18A2 9 KEGG hsa03040 Spliceosome 6/668 147/8135 0.9847 0.994 0.6356 SNRPA/SRSF8/PRPF8/CDC40/SART1/SNRPD2 6 KEGG hsa04080 Neuroactive ligand-receptor interaction 17/668 353/8135 0.9958 1 0.6394 GABRB1/P2RY6/THRA/S1PR1/ADORA3/ADORA1/GZMA/PTAFR/NMB/VIPR1/F2R/GLRB/AGTR1/PTGER2/C3AR1/S1PR4/CHRM3 17 KEGG hsa03010 Ribosome 4/668 158/8135 0.9993 1 0.6394 RPS5/RPL18/RPLP0/RPL13 4 KEGG hsa04740 Olfactory transduction 5/668 440/8135 1 1 0.6394 PDE1A/NCALD/RGS2/PRKG1/OR2F1 5