ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa05168 Herpes simplex virus 1 infection 75/727 495/8135 2.461e-06 0.0007899 0.0006735 IRF7/ZNF404/ZNF74/NFKBIA/ZNF708/IKBKB/ZNF793/ZNF552/ZNF766/ZNF257/ZNF107/ZNF155/ZNF211/ZNF420/ZNF175/ZNF8/ZNF546/TRAF6/SOCS3/ZNF350/CASP9/ZNF529/PIK3R1/OAS2/ZNF160/MAP3K7/ZNF7/PIK3CA/ZNF616/ZNF599/RBAK/ZNF331/ZNF585A/ZNF212/ZNF251/ZNF177/ZNF12/ZNF419/ZNF250/ZNF615/ZNF829/FADD/ZNF689/ZNF790/BID/ZNF26/ZNF436/BCL2L1/ZNF90/TAP1/BST2/ZNF718/ZNF627/IL12A/ZNF568/ZNF570/ZNF135/ZNF490/ZNF33B/ZNF805/HLA-A/IFNA10/ZNF256/TSC1/ZNF510/EIF2AK4/ZNF578/ZNF530/DDX58/DAXX/HLA-C/OAS1/ZNF780A/C5/ZNF432 75 KEGG hsa04068 FoxO signaling pathway 26/727 131/8135 7.683e-05 0.007986 0.006809 PRMT1/IKBKB/PRKAB1/CREBBP/PIK3R1/PIK3CA/PRKAG2/TNFSF10/CDKN2B/CDKN1B/MAPK11/CSNK1E/AGAP2/BNIP3/CDKN2D/HOMER2/GADD45A/SOS1/EP300/IRS2/SKP2/RAF1/BCL6/CDKN1A/SIRT1/TGFBR2 26 KEGG hsa05162 Measles 27/727 139/8135 8.294e-05 0.007986 0.006809 CDK4/IRF7/NFKBIA/IKBKB/TRAF6/CCND3/TNFAIP3/CASP9/PIK3R1/OAS2/MAP3K7/PIK3CA/CDKN1B/FADD/HSPA1A/BID/RAB9A/BCL2L1/IL12A/CD46/CBLB/JAK3/HSPA1L/IFNA10/EIF2AK4/DDX58/OAS1 27 KEGG hsa05164 Influenza A 31/727 171/8135 9.952e-05 0.007986 0.006809 CDK4/IRF7/NFKBIA/IKBKB/FDPS/ACTG1/TNFRSF10B/PYCARD/CCND3/SOCS3/KPNA5/CREBBP/RSAD2/CASP9/SLC25A6/PIK3R1/OAS2/PIK3CA/ACTB/TNFSF10/FADD/SLC25A4/BID/DNAJB1/IL12A/HNRNPUL1/EP300/IFNA10/RAF1/DDX58/OAS1 31 KEGG hsa05169 Epstein-Barr virus infection 34/727 202/8135 0.0002108 0.01274 0.01086 CDK4/IRF7/NFKBIE/NFKBIA/IKBKB/ISG15/TRAF6/CCND3/TNFAIP3/CASP9/CIR1/PIK3R1/OAS2/MAP3K7/PIK3CA/MAP3K14/MYC/CDKN1B/MAPK11/FADD/NFKB2/BID/HDAC2/TAP1/GADD45A/JAK3/HLA-A/IFNA10/SKP2/DDX58/HLA-C/OAS1/CDKN1A/PSMD2 34 KEGG hsa04710 Circadian rhythm 10/727 31/8135 0.0002381 0.01274 0.01086 PER1/CRY2/PRKAB1/PRKAG2/RORA/CSNK1E/CSNK1D/FBXL3/PER3/NR1D1 10 KEGG hsa05134 Legionellosis 14/727 57/8135 0.0003701 0.01697 0.01447 NFKBIA/PYCARD/TLR5/CASP9/SAR1A/NFKB2/CLK4/HSPA1A/BNIP3/IL12A/VCP/HSPA1L/RAB1B/CASP7 14 KEGG hsa04919 Thyroid hormone signaling pathway 22/727 121/8135 0.0009459 0.03796 0.03236 NOTCH1/ACTG1/CREBBP/CASP9/PIK3R1/PIK3CA/PLCB1/MYC/ATP2A1/RXRB/ACTB/BMP4/MED13L/ATP1B2/HDAC2/SLC2A1/THRA/EP300/PFKL/RAF1/PFKP/NCOA2 22 KEGG hsa04210 Apoptosis 23/727 136/8135 0.002009 0.06456 0.05504 ENDOG/NFKBIA/IKBKB/ACTG1/TNFRSF10B/CASP9/DFFA/PIK3R1/PIK3CA/MAP3K14/CASP10/CTSH/ACTB/TNFSF10/FADD/BID/BCL2L1/GADD45A/CTSK/ATF4/RAF1/DAXX/CASP7 23 KEGG hsa04152 AMPK signaling pathway 21/727 120/8135 0.002011 0.06456 0.05504 CPT1B/CPT1C/PRKAB1/STRADB/ADIPOR2/PIK3R1/MAP3K7/PIK3CA/PRKAG2/AKT1S1/ELAVL1/PFKFB3/RPS6KB2/IRS2/PFKL/TSC1/LIPE/PFKFB4/PFKP/RAB10/SIRT1 21 KEGG hsa01230 Biosynthesis of amino acids 15/727 75/8135 0.002263 0.06603 0.05629 PSAT1/PGAM4/MAT2B/BCAT1/ACY1/TKTL1/TALDO1/PSPH/ALDH18A1/PGK2/MAT2A/PFKL/ASS1/CTH/PFKP 15 KEGG hsa05132 Salmonella infection 36/727 249/8135 0.002502 0.06693 0.05707 ABI1/NFKBIA/IKBKB/ACTG1/DCTN4/TNFRSF10B/PYCARD/TLR5/TRAF6/TUBB6/ARPC1B/DYNLRB1/MAP3K7/PIK3CA/VPS18/M6PR/TCF7L2/MYC/ACTB/TNFSF10/FBXO22/MAPK11/DNM2/FADD/RAB9A/DYNLT1/DYNC1LI2/CSE1L/WASL/DYNLL1/MYL12A/RAF1/NCKAP1/CYTH3/ARPC5/CASP7 36 KEGG hsa05222 Small cell lung cancer 17/727 92/8135 0.0029 0.0716 0.06104 CDK4/NFKBIA/IKBKB/TRAF6/CASP9/PIK3R1/PIK3CA/MYC/RXRB/CDKN2B/CDKN1B/BCL2L1/GADD45A/ITGA3/SKP2/CDKN1A/TRAF4 17 KEGG hsa04066 HIF-1 signaling pathway 19/727 109/8135 0.003374 0.07736 0.06596 EGLN2/HK1/EGLN3/CAMK2D/PDHA1/CREBBP/PIK3R1/PIK3CA/CDKN1B/NOS3/SLC2A1/PFKFB3/RPS6KB2/PGK2/EP300/HK2/PFKL/PFKP/CDKN1A 19 KEGG hsa05161 Hepatitis B 25/727 162/8135 0.004679 0.1001 0.08538 IRF7/NFKBIA/IKBKB/TRAF6/CREBBP/CASP9/PIK3R1/MAP3K7/PIK3CA/CASP10/MYC/MAPK11/FADD/BID/DDB1/SOS1/YWHAZ/EP300/ATF4/JAK3/IFNA10/RAF1/DDX58/CDKN1A/TGFBR2 25 KEGG hsa05160 Hepatitis C 24/727 157/8135 0.006221 0.1065 0.09079 CDK4/IRF7/CLDN15/NFKBIA/IKBKB/IFIT1/TRAF6/SOCS3/RSAD2/CASP9/PIK3R1/OAS2/PIK3CA/MYC/FADD/BID/SOS1/YWHAZ/IFNA10/EIF2AK4/RAF1/DDX58/OAS1/CDKN1A 24 KEGG hsa04922 Glucagon signaling pathway 18/727 107/8135 0.006258 0.1065 0.09079 CPT1B/PRMT1/CPT1C/PGAM4/CAMK2D/SIK1/PRKAB1/PDHA1/CREBBP/PRKAG2/PLCB1/CALML4/SLC2A1/EP300/ATF4/PFKL/PFKP/SIRT1 18 KEGG hsa04930 Type II diabetes mellitus 10/727 46/8135 0.006419 0.1065 0.09079 HK1/IKBKB/SOCS4/SOCS3/PIK3R1/PIK3CA/SOCS2/PRKCE/HK2/IRS2 10 KEGG hsa05220 Chronic myeloid leukemia 14/727 76/8135 0.006758 0.1065 0.09079 CDK4/NFKBIA/IKBKB/PIK3R1/PIK3CA/MYC/CDKN1B/HDAC2/BCL2L1/GADD45A/SOS1/RAF1/CDKN1A/TGFBR2 14 KEGG hsa04931 Insulin resistance 18/727 108/8135 0.006903 0.1065 0.09079 CPT1B/NFKBIA/IKBKB/PPP1R3D/PRKAB1/SOCS3/TRIB3/RPS6KA1/PIK3R1/PIK3CA/PRKAG2/GFPT2/SLC27A4/NOS3/SLC2A1/PRKCE/RPS6KB2/IRS2 18 KEGG hsa04920 Adipocytokine signaling pathway 13/727 69/8135 0.007335 0.1065 0.09079 CPT1B/NFKBIE/NFKBIA/IKBKB/CPT1C/PRKAB1/SOCS3/ADIPOR2/PRKAG2/RXRB/SLC2A1/ACSL3/IRS2 13 KEGG hsa04213 Longevity regulating pathway - multiple species 12/727 62/8135 0.00789 0.1065 0.09079 PRKAB1/PIK3R1/PIK3CA/PRKAG2/CLPB/HSPA1A/AKT1S1/HDAC2/RPS6KB2/IRS2/HSPA1L/SIRT1 12 KEGG hsa04110 Cell cycle 20/727 126/8135 0.007901 0.1065 0.09079 CDK4/STAG2/ORC6/CHEK2/CCND3/DBF4/CREBBP/MYC/CDKN2B/CDKN1B/ANAPC7/HDAC2/CDKN2D/GADD45A/YWHAZ/EP300/TFDP2/SKP2/CDC25B/CDKN1A 20 KEGG hsa04622 RIG-I-like receptor signaling pathway 13/727 70/8135 0.008294 0.1065 0.09079 IRF7/NFKBIA/IKBKB/ISG15/TRAF6/MAP3K7/CASP10/MAPK11/FADD/IL12A/RNF125/IFNA10/DDX58 13 KEGG hsa05230 Central carbon metabolism in cancer 13/727 70/8135 0.008294 0.1065 0.09079 HK1/PGAM4/PDHA1/PIK3R1/SLC1A5/PIK3CA/MYC/SCO2/SLC2A1/HK2/PFKL/RAF1/PFKP 13 KEGG hsa04218 Cellular senescence 23/727 156/8135 0.0112 0.1383 0.1179 CDK4/CHEK2/CCND3/SLC25A6/PIK3R1/PIK3CA/MYC/CDKN2B/MAPK11/SLC25A4/ZFP36L1/CALML4/GADD45A/ZFP36L2/HLA-A/TSC1/RAF1/HLA-C/LIN54/CDKN1A/SIRT1/TGFBR2/RRAS2 23 KEGG hsa04115 p53 signaling pathway 13/727 73/8135 0.01177 0.1399 0.1193 CDK4/GORAB/TNFRSF10B/CHEK2/CCND3/THBS1/CASP9/SHISA5/SIVA1/BID/BCL2L1/GADD45A/CDKN1A 13 KEGG hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 4/727 11/8135 0.01253 0.1436 0.1224 VKORC1/VKORC1L1/GGCX/COQ7 4 KEGG hsa04662 B cell receptor signaling pathway 14/727 82/8135 0.01315 0.1456 0.1241 PTPN6/NFKBIE/RAC2/NFKBIA/IKBKB/CD79B/PIK3R1/PIK3CA/VAV1/BCL10/IFITM1/SOS1/LILRB3/RAF1 14 KEGG hsa01250 Biosynthesis of nucleotide sugars 8/727 37/8135 0.01465 0.1526 0.1301 NAGK/HK1/UGDH/GFPT2/GALK2/GALK1/GALT/HK2 8 KEGG hsa04714 Thermogenesis 31/727 232/8135 0.01474 0.1526 0.1301 CPT1B/NDUFS7/COA5/CPT1C/ACTG1/NDUFS2/SMARCB1/NDUFA12/COA3/PRKAB1/PNPLA2/RPS6KA1/PRKAG2/ACTL6A/NDUFB8/ACTB/SLC25A20/MAPK11/FRS2/AKT1S1/NDUFAF3/SOS1/COX19/NDUFB11/NDUFB2/RPS6KB2/ACSL3/NDUFB10/TSC1/ARID1B/LIPE 31 KEGG hsa05130 Pathogenic Escherichia coli infection 27/727 197/8135 0.01613 0.1618 0.138 ABI1/PTPN6/CLDN15/NFKBIA/IKBKB/MYH10/ACTG1/TNFRSF10B/PYCARD/TLR5/TRAF6/TUBB6/CASP9/ARPC1B/MAP3K7/MYO1E/ACTB/TNFSF10/MAPK11/FADD/MYO5C/LPAR2/WASL/NCKAP1/CYTH3/ARPC5/CASP7 27 KEGG hsa01240 Biosynthesis of cofactors 22/727 153/8135 0.01699 0.1653 0.1409 PSAT1/VKORC1/DHRS3/VKORC1L1/MAT2B/RFK/BCAT1/UGDH/GCH1/DHFR/ASPDH/MTHFD2L/GGCX/MAT2A/DHODH/COQ7/CAD/MTHFD1L/PNPO/DLD/ALAD/AK3 22 KEGG hsa04722 Neurotrophin signaling pathway 18/727 119/8135 0.01819 0.1717 0.1464 NFKBIE/NFKBIA/IKBKB/CAMK2D/TRAF6/RPS6KA1/PIK3R1/PIK3CA/PRDM4/MAP3K3/MAPK11/FRS2/SH2B3/CALML4/SOS1/ZNF274/ATF4/RAF1 18 KEGG hsa04910 Insulin signaling pathway 20/727 137/8135 0.01907 0.1749 0.1491 HK1/IKBKB/PPP1R3D/PRKAB1/SOCS4/SOCS3/PIK3R1/PIK3CA/PRKAG2/SOCS2/CALML4/SOS1/RPS6KB2/CBLB/HK2/IRS2/TSC1/LIPE/RAF1/PRKCI 20 KEGG hsa03420 Nucleotide excision repair 9/727 47/8135 0.02148 0.1803 0.1537 POLD2/GTF2H5/ERCC2/POLD4/MNAT1/RPA2/DDB1/GTF2H4/RPA1 9 KEGG hsa04660 T cell receptor signaling pathway 16/727 104/8135 0.02165 0.1803 0.1537 CDK4/PTPN6/NFKBIE/NFKBIA/IKBKB/LAT/PIK3R1/MAP3K7/PIK3CA/MAP3K14/VAV1/BCL10/MAPK11/SOS1/CBLB/RAF1 16 KEGG hsa03018 RNA degradation 13/727 79/8135 0.022 0.1803 0.1537 EDC3/DCP1A/DDX6/EXOSC5/BTG2/DIS3/DCP2/PFKL/WDR61/CNOT6L/PFKP/TOB2/C1D 13 KEGG hsa04520 Adherens junction 12/727 71/8135 0.0224 0.1803 0.1537 PTPN6/RAC2/ACTG1/YES1/CREBBP/MAP3K7/TCF7L2/ACTB/EP300/CTNND1/WASL/TGFBR2 12 KEGG hsa03250 Viral life cycle - HIV-1 11/727 63/8135 0.02252 0.1803 0.1537 SERINC3/CCNT1/SMARCB1/CXCR4/CREBBP/PDCD6IP/BST2/TSG101/EP300/MAP1A/ELL2 11 KEGG hsa05166 Human T-cell leukemia virus 1 infection 29/727 222/8135 0.02369 0.1803 0.1537 CDK4/NFKBIA/IKBKB/SRF/FDPS/CHEK2/CCND3/CREBBP/POLB/SLC25A6/PIK3R1/PIK3CA/MAP3K3/MAP3K14/MYC/CDKN2B/ANAPC7/NFKB2/SLC25A4/BCL2L1/TBPL1/SLC2A1/EP300/ATF4/JAK3/HLA-A/HLA-C/CDKN1A/TGFBR2 29 KEGG hsa00051 Fructose and mannose metabolism 7/727 33/8135 0.02415 0.1803 0.1537 HK1/SORD/PFKFB3/HK2/PFKL/PFKFB4/PFKP 7 KEGG hsa03410 Base excision repair 7/727 33/8135 0.02415 0.1803 0.1537 POLD2/POLL/APEX2/POLD4/POLB/XRCC1/SMUG1 7 KEGG hsa04140 Autophagy - animal 20/727 141/8135 0.02531 0.1846 0.1574 NRBF2/TRAF6/SH3GLB1/PIK3R1/MAP3K7/PIK3CA/ATG16L1/SMCR8/MTMR14/AKT1S1/BNIP3/BCL2L1/ATG14/ATG2A/RPS6KB2/IRS2/TSC1/EIF2AK4/RAF1/RRAS2 20 KEGG hsa05417 Lipid and atherosclerosis 28/727 215/8135 0.02685 0.1915 0.1633 IRF7/NFKBIA/IKBKB/TNFRSF10B/CAMK2D/PYCARD/TRAF6/NFE2L2/CASP9/PIK3R1/MAP3K7/PIK3CA/PLCB1/RXRB/VAV1/TNFSF10/MAPK11/HSPA1A/BID/NOS3/BCL2L1/IL12A/CALML4/ATF4/HSPA1L/IFNA10/APOA1/CASP7 28 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 9/727 49/8135 0.02763 0.1918 0.1636 NAGK/HK1/UGDH/GNPDA1/GFPT2/GALK2/GALK1/GALT/HK2 9 KEGG hsa00670 One carbon pool by folate 5/727 20/8135 0.02809 0.1918 0.1636 GART/MTHFS/DHFR/MTHFD2L/MTHFD1L 5 KEGG hsa04146 Peroxisome 13/727 82/8135 0.02909 0.1945 0.1659 HMGCL/PEX12/PMVK/MVK/PEX6/PRDX5/MPV17/PEX16/PEX11B/PECR/DHRS4/ACSL3/NUDT19 13 KEGG hsa04630 JAK-STAT signaling pathway 22/727 162/8135 0.03068 0.201 0.1714 CISH/PIM1/PTPN6/CCND3/SOCS4/SOCS3/CREBBP/PIK3R1/PIK3CA/SOCS2/MYC/CRLF2/BCL2L1/IL12A/SOS1/IL27RA/EP300/JAK3/IFNA10/RAF1/SOCS5/CDKN1A 22 KEGG hsa05221 Acute myeloid leukemia 11/727 67/8135 0.03404 0.2177 0.1856 PIM1/PIM2/IKBKB/PIK3R1/PIK3CA/TCF7L2/MYC/CEBPA/SOS1/RPS6KB2/RAF1 11 KEGG hsa04932 Non-alcoholic fatty liver disease 21/727 155/8135 0.03494 0.2177 0.1856 NDUFS7/IKBKB/NDUFS2/NDUFA12/PRKAB1/SOCS3/ADIPOR2/PIK3R1/PIK3CA/PRKAG2/GSK3A/NDUFB8/MAPK11/BID/CEBPA/NDUFB11/NDUFB2/ATF4/IRS2/NDUFB10/CASP7 21 KEGG hsa05135 Yersinia infection 19/727 137/8135 0.03527 0.2177 0.1856 RAC2/NFKBIA/IKBKB/ACTG1/LAT/PYCARD/TRAF6/ARPC1B/RPS6KA1/PIK3R1/MAP3K7/PIK3CA/VAV1/ACTB/MAPK11/PKN2/SKAP2/WASL/ARPC5 19 KEGG hsa05212 Pancreatic cancer 12/727 76/8135 0.03615 0.219 0.1867 CDK4/RAC2/IKBKB/CASP9/PIK3R1/PIK3CA/BCL2L1/GADD45A/RPS6KB2/RAF1/CDKN1A/TGFBR2 12 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 25/727 194/8135 0.03911 0.2325 0.1982 CDK4/IRF7/NFKBIA/IKBKB/GNG4/CREBBP/CASP9/PIK3R1/PIK3CA/TCF7L2/MYC/MAPK11/FADD/GNG8/BID/ATG14/CALML4/MICA/EP300/MICB/HLA-A/IFNA10/RAF1/HLA-C/CDKN1A 25 KEGG hsa05203 Viral carcinogenesis 26/727 204/8135 0.04037 0.2356 0.2009 CDK4/IRF7/NFKBIA/SRF/CCND3/CREBBP/POLB/PIK3R1/PIK3CA/REL/CDKN2B/CDKN1B/NFKB2/HDAC2/TBPL1/DDB1/GTF2H4/YWHAZ/EP300/ATF4/JAK3/HLA-A/SKP2/UBE3A/HLA-C/CDKN1A 26 KEGG hsa05225 Hepatocellular carcinoma 22/727 168/8135 0.04361 0.2459 0.2096 CDK4/ACTG1/SMARCB1/FZD6/FRAT1/NFE2L2/PIK3R1/PIK3CA/GSTM4/ACTL6A/TCF7L2/MYC/ACTB/BCL2L1/GADD45A/SOS1/RPS6KB2/WNT10B/ARID1B/RAF1/CDKN1A/TGFBR2 22 KEGG hsa03022 Basal transcription factors 8/727 45/8135 0.04366 0.2459 0.2096 GTF2H5/ERCC2/TAF11/MNAT1/TBPL1/GTF2H4/TAF15/TAF13 8 KEGG hsa04917 Prolactin signaling pathway 11/727 70/8135 0.04503 0.2492 0.2125 CISH/SOCS4/SOCS3/PIK3R1/PIK3CA/SOCS2/MAPK11/SOS1/GALT/RAF1/SOCS5 11 KEGG hsa03460 Fanconi anemia pathway 9/727 54/8135 0.04817 0.2566 0.2188 WDR48/FANCE/RPA2/FANCC/RMI2/RPA1/MUS81/TOP3B/ATRIP 9 KEGG hsa04666 Fc gamma R-mediated phagocytosis 14/727 97/8135 0.04877 0.2566 0.2188 RAC2/CFL2/LAT/ARPC1B/PIK3R1/PIK3CA/VAV1/DNM2/VASP/CFL1/PRKCE/RPS6KB2/RAF1/ARPC5 14 KEGG hsa05215 Prostate cancer 14/727 97/8135 0.04877 0.2566 0.2188 NFKBIA/IKBKB/CREBBP/CASP9/PIK3R1/PIK3CA/TCF7L2/CDKN1B/SOS1/EP300/ATF4/RAF1/CDKN1A/PDGFC 14 KEGG hsa05131 Shigellosis 30/727 247/8135 0.05079 0.2629 0.2242 HK1/NFKBIA/IKBKB/ACTG1/PYCARD/TLR5/TRAF6/ARPC1B/PIK3R1/MAP3K7/PIK3CA/ATG16L1/PLCB1/GSK3A/ACTB/BCL10/MAPK11/AKT1S1/BNIP3/BCL2L1/RBCK1/ATG14/GLMN/PRKCE/RPS6KB2/HK2/WASL/MYL12A/CYTH3/ARPC5 30 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 13/727 89/8135 0.05186 0.2634 0.2246 PTPN6/NFKBIE/NFKBIA/IKBKB/BATF/LAT/TRAF6/PIK3R1/PIK3CA/MAP3K3/MAPK11/RPS6KB2/RAF1 13 KEGG hsa00920 Sulfur metabolism 3/727 10/8135 0.05298 0.2634 0.2246 ETHE1/IMPAD1/BPNT1 3 KEGG hsa00052 Galactose metabolism 6/727 31/8135 0.05334 0.2634 0.2246 HK1/GALK1/GALT/HK2/PFKL/PFKP 6 KEGG hsa05170 Human immunodeficiency virus 1 infection 26/727 212/8135 0.05962 0.29 0.2472 RAC2/NFKBIA/IKBKB/GNG4/CFL2/CXCR4/TRAF6/CASP9/PIK3R1/MAP3K7/PIK3CA/MAPK11/FADD/GNG8/BID/BCL2L1/TAP1/BST2/DDB1/CALML4/CFL1/RPS6KB2/HLA-A/IFNA10/RAF1/HLA-C 26 KEGG hsa04150 mTOR signaling pathway 20/727 156/8135 0.06293 0.2989 0.2548 IKBKB/FZD6/STRADB/TTI1/RPS6KA1/PIK3R1/PIK3CA/RICTOR/AKT1S1/SOS1/RPS6KB2/ATP6V1G1/WDR24/SLC38A9/WNT10B/FNIP1/TSC1/SKP2/RAF1/LAMTOR2 20 KEGG hsa05165 Human papillomavirus infection 38/727 331/8135 0.06332 0.2989 0.2548 CDK4/NOTCH1/IKBKB/FZD6/COL6A2/ISG15/CCND3/CREBBP/THBS1/PIK3R1/PIK3CA/MPP5/THBS3/TCF7L2/ITGA10/CDKN1B/FADD/HDAC2/VTN/TBPL1/SOS1/ITGA3/PARD6G/RPS6KB2/ATP6V1G1/EP300/MFNG/ATP6V0E1/WNT10B/COL1A1/HLA-A/IFNA10/TSC1/UBE3A/RAF1/PRKCI/HLA-C/CDKN1A 38 KEGG hsa03040 Spliceosome 19/727 147/8135 0.06425 0.2989 0.2549 HNRNPA1L2/TCERG1/RBM25/SNRPA1/DHX16/SF3A1/CHERP/HSPA1A/SF3A2/RP9/PPIL1/SLU7/PQBP1/PHF5A/SRSF10/XAB2/HNRNPA1/HSPA1L/RBM17 19 KEGG hsa03440 Homologous recombination 7/727 41/8135 0.06874 0.3141 0.2678 POLD2/POLD4/RPA2/RAD54B/RPA1/MUS81/TOP3B 7 KEGG hsa04010 MAPK signaling pathway 34/727 294/8135 0.06994 0.3141 0.2678 RAC2/IKBKB/SRF/DUSP8/PPM1B/JUND/TRAF6/MAPKAPK3/DUSP1/RPS6KA1/MAP3K7/MAP3K3/MAP3K14/CACNA2D4/MYC/MAPK11/NFKB2/FLT4/HSPA1A/GADD45A/SOS1/RAPGEF2/MAPK8IP3/ATF4/FGF9/HSPA1L/PPM1A/CDC25B/RAF1/DAXX/DUSP7/PDGFC/TGFBR2/RRAS2 34 KEGG hsa05213 Endometrial cancer 9/727 58/8135 0.07046 0.3141 0.2678 CASP9/PIK3R1/PIK3CA/TCF7L2/MYC/GADD45A/SOS1/RAF1/CDKN1A 9 KEGG hsa04668 TNF signaling pathway 15/727 112/8135 0.07284 0.3203 0.2731 NFKBIA/IKBKB/SOCS3/TNFAIP3/PIK3R1/MAP3K7/PIK3CA/MAP3K14/CASP10/MAPK11/FADD/JUNB/MMP14/ATF4/CASP7 15 KEGG hsa04650 Natural killer cell mediated cytotoxicity 17/727 131/8135 0.07473 0.3242 0.2764 PTPN6/RAC2/TNFRSF10B/LAT/PIK3R1/PIK3CA/VAV1/TNFSF10/BID/SOS1/MICA/MICB/HLA-A/IFNA10/RAF1/KIR2DL1/HLA-C 17 KEGG hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 5/727 26/8135 0.07673 0.3271 0.2789 PIGA/PIGH/MPPE1/PIGL/GPAA1 5 KEGG hsa04810 Regulation of actin cytoskeleton 26/727 218/8135 0.07782 0.3271 0.2789 RAC2/MYH10/ACTG1/CFL2/CXCR4/ARPC1B/PIK3R1/PIK3CA/VAV1/ITGA10/ACTB/SOS1/ITGA3/CFL1/CHRM4/TMSB4Y/LPAR2/FGF9/WASL/MYL12A/RAF1/NCKAP1/ARPC5/FGD1/PDGFC/RRAS2 26 KEGG hsa04625 C-type lectin receptor signaling pathway 14/727 104/8135 0.07846 0.3271 0.2789 NFKBIA/IKBKB/PYCARD/PIK3R1/PIK3CA/MAP3K14/BCL10/MAPK11/NFKB2/IL12A/CALML4/CBLB/RAF1/RRAS2 14 KEGG hsa05210 Colorectal cancer 12/727 86/8135 0.07962 0.3277 0.2794 RAC2/CASP9/PIK3R1/PIK3CA/TCF7L2/MYC/GADD45A/SOS1/RPS6KB2/RAF1/CDKN1A/TGFBR2 12 KEGG hsa05211 Renal cell carcinoma 10/727 69/8135 0.08504 0.3424 0.292 EGLN2/EGLN3/CREBBP/PIK3R1/PIK3CA/SLC2A1/SOS1/EP300/RAF1/CDKN1A 10 KEGG hsa04611 Platelet activation 16/727 124/8135 0.08534 0.3424 0.292 ACTG1/PIK3R1/SNAP23/PTGIR/PIK3CA/PLCB1/ACTB/MAPK11/P2RY12/NOS3/VASP/PTGS1/FERMT3/COL1A1/MYL12A/PRKCI 16 KEGG hsa04144 Endocytosis 29/727 251/8135 0.08959 0.3551 0.3027 CXCR4/TRAF6/ARPC1B/VPS37B/SH3GLB1/PDCD6IP/AP2S1/DNM2/HSPA1A/SMURF1/AGAP2/CAPZB/RAB11FIP2/TSG101/ACAP1/PARD6G/CBLB/ARAP1/IQSEC2/GRK6/HSPA1L/HLA-A/WASL/PRKCI/HLA-C/RAB10/CYTH3/ARPC5/TGFBR2 29 KEGG hsa05415 Diabetic cardiomyopathy 24/727 203/8135 0.09434 0.3673 0.3131 CPT1B/NDUFS7/RAC2/NDUFS2/CAMK2D/NDUFA12/PDHA1/SLC25A6/PIK3R1/PIK3CA/PLCB1/ATP2A1/NDUFB8/GFPT2/MAPK11/SLC25A4/NOS3/SLC2A1/NDUFB11/NDUFB2/COL1A1/NDUFB10/MPC1/TGFBR2 24 KEGG hsa01522 Endocrine resistance 13/727 98/8135 0.09585 0.3673 0.3131 CDK4/HBEGF/NOTCH1/CARM1/PIK3R1/PIK3CA/CYP2D6/CDKN1B/MAPK11/SOS1/RPS6KB2/RAF1/CDKN1A 13 KEGG hsa03030 DNA replication 6/727 36/8135 0.09715 0.3673 0.3131 POLD2/RNASEH1/POLD4/PRIM1/RPA2/RPA1 6 KEGG hsa04211 Longevity regulating pathway 12/727 89/8135 0.09726 0.3673 0.3131 EHMT2/PRKAB1/ADIPOR2/PIK3R1/PIK3CA/PRKAG2/AKT1S1/RPS6KB2/ATF4/IRS2/TSC1/SIRT1 12 KEGG hsa05163 Human cytomegalovirus infection 26/727 225/8135 0.1034 0.3861 0.3292 CDK4/RAC2/NFKBIA/IKBKB/GNG4/CXCR4/CASP9/PIK3R1/PIK3CA/PLCB1/MYC/MAPK11/FADD/GNG8/BID/TAP1/CALML4/SOS1/RPS6KB2/ATF4/HLA-A/IFNA10/TSC1/RAF1/HLA-C/CDKN1A 26 KEGG hsa04380 Osteoclast differentiation 16/727 128/8135 0.1058 0.3865 0.3295 NFKBIA/IKBKB/JUND/TRAF6/SOCS3/PIK3R1/MAP3K7/PIK3CA/MAP3K14/ACP5/MAPK11/NFKB2/JUNB/LILRB3/CTSK/TGFBR2 16 KEGG hsa05223 Non-small cell lung cancer 10/727 72/8135 0.106 0.3865 0.3295 CDK4/CASP9/PIK3R1/PIK3CA/RXRB/GADD45A/SOS1/JAK3/RAF1/CDKN1A 10 KEGG hsa05216 Thyroid cancer 6/727 37/8135 0.1077 0.3884 0.3311 TCF7L2/MYC/RXRB/GADD45A/CCDC6/CDKN1A 6 KEGG hsa05226 Gastric cancer 18/727 149/8135 0.1152 0.4109 0.3503 FZD6/FRAT1/PIK3R1/PIK3CA/TCF7L2/MYC/RXRB/CDKN2B/CDKN1B/GADD45A/SOS1/ABCB1/RPS6KB2/FGF9/WNT10B/RAF1/CDKN1A/TGFBR2 18 KEGG hsa04923 Regulation of lipolysis in adipocytes 8/727 56/8135 0.1232 0.4305 0.367 PNPLA2/PIK3R1/PIK3CA/PTGS1/ADRB1/TSHR/IRS2/LIPE 8 KEGG hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 3/727 14/8135 0.1234 0.4305 0.367 ST3GAL3/ST3GAL2/B4GALT4 3 KEGG hsa04015 Rap1 signaling pathway 24/727 210/8135 0.1247 0.4305 0.3671 RAC2/ACTG1/RGS14/LAT/THBS1/PIK3R1/PIK3CA/PLCB1/VAV1/ACTB/MAPK11/FLT4/VASP/CALML4/PARD6G/RAPGEF2/LPAR3/CTNND1/LPAR2/FGF9/ADORA2A/RAF1/PRKCI/PDGFC 24 KEGG hsa05214 Glioma 10/727 75/8135 0.1296 0.4396 0.3748 CDK4/CAMK2D/PIK3R1/PIK3CA/CALML4/GADD45A/SOS1/CAMK1D/RAF1/CDKN1A 10 KEGG hsa04936 Alcoholic liver disease 17/727 142/8135 0.1306 0.4396 0.3748 CPT1B/NFKBIA/IKBKB/CPT1C/TRAF6/PRKAB1/ADIPOR2/MAP3K7/PRKAG2/MAP3K14/TCF7L2/MAPK11/FADD/IL12A/IFNA10/C5/SIRT1 17 KEGG hsa04350 TGF-beta signaling pathway 12/727 94/8135 0.1315 0.4396 0.3748 CREBBP/THBS1/MYC/CDKN2B/ACVR1B/BMP4/TGIF2/SMURF1/RPS6KB2/EP300/GREM2/TGFBR2 12 KEGG hsa04012 ErbB signaling pathway 11/727 85/8135 0.1349 0.4422 0.377 HBEGF/CAMK2D/PIK3R1/PIK3CA/MYC/CDKN1B/SOS1/RPS6KB2/CBLB/RAF1/CDKN1A 11 KEGG hsa04620 Toll-like receptor signaling pathway 13/727 104/8135 0.135 0.4422 0.377 IRF7/NFKBIA/IKBKB/TLR5/TRAF6/PIK3R1/MAP3K7/PIK3CA/MAPK11/FADD/IL12A/CTSK/IFNA10 13 KEGG hsa00260 Glycine, serine and threonine metabolism 6/727 40/8135 0.1426 0.4592 0.3915 PSAT1/PGAM4/PSPH/GCAT/CTH/DLD 6 KEGG hsa03430 Mismatch repair 4/727 23/8135 0.1442 0.4592 0.3915 POLD2/POLD4/RPA2/RPA1 4 KEGG hsa00604 Glycosphingolipid biosynthesis - ganglio series 3/727 15/8135 0.1445 0.4592 0.3915 ST6GALNAC4/ST3GAL5/ST3GAL2 3 KEGG hsa05205 Proteoglycans in cancer 23/727 205/8135 0.1501 0.4679 0.3989 PTPN6/HBEGF/ACTG1/FZD6/CAMK2D/THBS1/PIK3R1/PIK3CA/NUDT16L1/MYC/VAV1/ACTB/MAPK11/FRS2/TWIST1/VTN/SOS1/RPS6KB2/WNT10B/COL1A1/RAF1/CDKN1A/RRAS2 23 KEGG hsa04215 Apoptosis - multiple species 5/727 32/8135 0.1525 0.4679 0.3989 CASP9/FADD/BID/BCL2L1/CASP7 5 KEGG hsa04330 Notch signaling pathway 8/727 59/8135 0.153 0.4679 0.3989 NOTCH1/ATXN1L/CREBBP/CIR1/DTX3L/HDAC2/EP300/MFNG 8 KEGG hsa04370 VEGF signaling pathway 8/727 59/8135 0.153 0.4679 0.3989 RAC2/MAPKAPK3/CASP9/PIK3R1/PIK3CA/MAPK11/NOS3/RAF1 8 KEGG hsa05219 Bladder cancer 6/727 41/8135 0.1552 0.47 0.4007 CDK4/HBEGF/THBS1/MYC/RAF1/CDKN1A 6 KEGG hsa05224 Breast cancer 17/727 147/8135 0.1624 0.4837 0.4124 CDK4/NOTCH1/FZD6/FRAT1/PIK3R1/PIK3CA/TCF7L2/MYC/NFKB2/FLT4/GADD45A/SOS1/RPS6KB2/FGF9/WNT10B/RAF1/CDKN1A 17 KEGG hsa04310 Wnt signaling pathway 19/727 167/8135 0.1628 0.4837 0.4124 RAC2/ROR2/FZD6/CAMK2D/CBY1/FRAT1/CCND3/CREBBP/MAP3K7/PLCB1/TCF7L2/MYC/CSNK1E/SENP2/EP300/DKK4/WNT10B/DKK2/PRICKLE3 19 KEGG hsa03013 Nucleocytoplasmic transport 13/727 108/8135 0.1653 0.4869 0.4152 NUP50/IPO13/KPNA5/DDX19B/NUP133/AAAS/NUP35/SENP2/XPO4/SRRM1/SUMO4/CSE1L/UPF1 13 KEGG hsa05010 Alzheimer disease 40/727 384/8135 0.1704 0.4972 0.4239 SLC39A14/NDUFS7/CDK5/NRBF2/IKBKB/NDUFS2/FZD6/FRAT1/NDUFA12/TUBB6/CASP9/SLC25A6/PIK3R1/PIK3CA/SLC39A1/PLCB1/ATP2A1/NDUFB8/CSNK1E/FADD/SLC25A4/BID/ATG14/PSMA5/CALML4/ATG2A/NDUFB11/PSMA2/NDUFB2/ATF4/DKK4/WNT10B/IRS2/DKK2/NDUFB10/PSMB3/RAF1/CASP7/PSMD2/SLC11A2 40 KEGG hsa04530 Tight junction 19/727 169/8135 0.1756 0.5045 0.4302 CDK4/CLDN15/MYH10/ACTG1/PRKAB1/WHAMM/ARPC1B/PRKAG2/MPP5/MYL6B/ACTB/VASP/RAB13/PARD6G/PRKCE/RAPGEF2/MYL12A/PRKCI/ARPC5 19 KEGG hsa05418 Fluid shear stress and atherosclerosis 16/727 139/8135 0.176 0.5045 0.4302 RAC2/IKBKB/ACTG1/NFE2L2/DUSP1/PIK3R1/MAP3K7/PIK3CA/GSTM4/ACTB/MAPK11/BMP4/NOS3/CALML4/SUMO4/ASS1 16 KEGG hsa00450 Selenocompound metabolism 3/727 17/8135 0.1898 0.5344 0.4556 SEPSECS/INMT/CTH 3 KEGG hsa00910 Nitrogen metabolism 3/727 17/8135 0.1898 0.5344 0.4556 CA8/CA5B/CA4 3 KEGG hsa05017 Spinocerebellar ataxia 16/727 143/8135 0.2064 0.568 0.4843 NRBF2/ATXN1L/SLC25A6/PIK3R1/PIK3CA/PLCB1/RORA/ATP2A1/SLC25A4/TBPL1/ATG14/PSMA5/ATG2A/PSMA2/PSMB3/PSMD2 16 KEGG hsa04912 GnRH signaling pathway 11/727 93/8135 0.2064 0.568 0.4843 HBEGF/CAMK2D/MAP3K3/PLCB1/MAPK11/MMP14/CALML4/SOS1/ATF4/GNRH1/RAF1 11 KEGG hsa04621 NOD-like receptor signaling pathway 20/727 184/8135 0.2084 0.568 0.4843 IRF7/GBP1/NFKBIA/IKBKB/PYCARD/TRAF6/TNFAIP3/OAS2/MAP3K7/TRPV2/ATG16L1/PLCB1/MAPK11/FADD/PKN2/BCL2L1/RBCK1/CARD6/IFNA10/OAS1 20 KEGG hsa00061 Fatty acid biosynthesis 3/727 18/8135 0.2136 0.568 0.4843 CBR4/ACSL3/MCAT 3 KEGG hsa00760 Nicotinate and nicotinamide metabolism 5/727 36/8135 0.2152 0.568 0.4843 ASPDH/PNP/NT5C1A/SIRT5/SIRT1 5 KEGG hsa04657 IL-17 signaling pathway 11/727 94/8135 0.2163 0.568 0.4843 NFKBIA/IKBKB/JUND/TRAF6/TNFAIP3/MAP3K7/MAPK11/FADD/ELAVL1/TRAF4/MAPK6 11 KEGG hsa04670 Leukocyte transendothelial migration 13/727 114/8135 0.2167 0.568 0.4843 RAC2/CLDN15/ACTG1/CXCR4/PIK3R1/PIK3CA/VAV1/ACTB/MAPK11/VASP/CTNND1/CD99/MYL12A 13 KEGG hsa04064 NF-kappa B signaling pathway 12/727 104/8135 0.2168 0.568 0.4843 NFKBIA/IKBKB/LAT/TRAF6/TNFAIP3/MAP3K7/MAP3K14/BCL10/NFKB2/BCL2L1/GADD45A/DDX58 12 KEGG hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 4/727 27/8135 0.2177 0.568 0.4843 ABO/ST3GAL3/FUT4/B4GALT4 4 KEGG hsa03050 Proteasome 6/727 46/8135 0.225 0.5825 0.4966 PSME2/PSMA5/PSMA2/PSME4/PSMB3/PSMD2 6 KEGG hsa05133 Pertussis 9/727 76/8135 0.236 0.6061 0.5168 CFL2/PYCARD/TRAF6/MAPK11/IL12A/CALML4/CFL1/C5/CASP7 9 KEGG hsa00514 Other types of O-glycan biosynthesis 6/727 47/8135 0.2401 0.6068 0.5174 ST6GAL1/ST3GAL3/POGLUT1/POFUT2/MFNG/GALNT2 6 KEGG hsa04973 Carbohydrate digestion and absorption 6/727 47/8135 0.2401 0.6068 0.5174 HK1/PIK3R1/PIK3CA/PLCB1/ATP1B2/HK2 6 KEGG hsa00010 Glycolysis / Gluconeogenesis 8/727 67/8135 0.2469 0.6144 0.5238 HK1/PGAM4/PDHA1/PGK2/HK2/PFKL/PFKP/DLD 8 KEGG hsa04720 Long-term potentiation 8/727 67/8135 0.2469 0.6144 0.5238 CAMK2D/CREBBP/RPS6KA1/PLCB1/CALML4/EP300/ATF4/RAF1 8 KEGG hsa05340 Primary immunodeficiency 5/727 38/8135 0.2492 0.6154 0.5247 RFXANK/TAP1/AIRE/AICDA/JAK3 5 KEGG hsa05016 Huntington disease 31/727 306/8135 0.2548 0.6245 0.5324 POLR2J3/NDUFS7/NRBF2/NDUFS2/DCTN4/POLR2D/NDUFA12/TUBB6/CREBBP/CASP9/SLC25A6/PLCB1/POLR2H/NDUFB8/AP2S1/SLC25A4/HDAC2/TBPL1/ATG14/PSMA5/ATG2A/NDUFB11/PSMA2/NDUFB2/EP300/GPX1/NDUFB10/PSMB3/HTT/PSMD2/IFT57 31 KEGG hsa04664 Fc epsilon RI signaling pathway 8/727 68/8135 0.2598 0.6272 0.5347 RAC2/LAT/PIK3R1/PIK3CA/VAV1/MAPK11/SOS1/RAF1 8 KEGG hsa04612 Antigen processing and presentation 9/727 78/8135 0.2599 0.6272 0.5347 RFXANK/PSME2/HSPA1A/TAP1/IFI30/HSPA1L/HLA-A/KIR2DL1/HLA-C 9 KEGG hsa04935 Growth hormone synthesis, secretion and action 13/727 119/8135 0.264 0.6323 0.5391 SOCS3/CREBBP/PIK3R1/PIK3CA/SOCS2/PLCB1/MAPK11/JUNB/SOS1/EP300/ATF4/IRS2/RAF1 13 KEGG hsa05012 Parkinson disease 27/727 266/8135 0.2695 0.6409 0.5464 SLC39A14/NDUFS7/NDUFS2/CAMK2D/NDUFA12/TUBB6/NFE2L2/CASP9/DUSP1/SLC25A6/SLC39A1/NDUFB8/PARK7/SLC25A4/BCL2L1/PSMA5/CALML4/NDUFB11/PSMA2/NDUFB2/ATF4/NDUFB10/PSMB3/ADORA2A/DAXX/PSMD2/SLC11A2 27 KEGG hsa00030 Pentose phosphate pathway 4/727 30/8135 0.278 0.6551 0.5585 TKTL1/TALDO1/PFKL/PFKP 4 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 11/727 100/8135 0.2796 0.6551 0.5585 PIM1/CDK4/PIK3R1/PIK3CA/PLCB1/CDKN1B/MAPK11/NOS3/PRKCE/COL1A1/TGFBR2 11 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 8/727 70/8135 0.2862 0.6584 0.5613 HBEGF/NFKBIA/IKBKB/CSK/MAP3K14/MAPK11/ATP6V1G1/ATP6V0E1 8 KEGG hsa04151 PI3K-Akt signaling pathway 35/727 354/8135 0.287 0.6584 0.5613 CDK4/IKBKB/GNG4/COL6A2/CCND3/THBS1/CASP9/PIK3R1/PIK3CA/THBS3/MYC/ITGA10/CDKN1B/PKN2/FLT4/GNG8/NOS3/VTN/BCL2L1/SOS1/ITGA3/RPS6KB2/YWHAZ/LPAR3/ATF4/LPAR2/FGF9/JAK3/COL1A1/IFNA10/TSC1/RAF1/PHLPP1/CDKN1A/PDGFC 35 KEGG hsa05416 Viral myocarditis 7/727 60/8135 0.2871 0.6584 0.5613 RAC2/ACTG1/CASP9/ACTB/BID/HLA-A/HLA-C 7 KEGG hsa00270 Cysteine and methionine metabolism 6/727 51/8135 0.3029 0.6895 0.5879 PSAT1/MAT2B/AHCY/BCAT1/MAT2A/CTH 6 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 46/727 476/8135 0.3066 0.6931 0.591 NDUFS7/CDK5/NRBF2/NDUFS2/DCTN4/FZD6/CAMK2D/ATXN1L/FRAT1/NDUFA12/TUBB6/CASP9/SLC25A6/PLCB1/ATP2A1/NDUFB8/PARK7/MAPK11/CSNK1E/FADD/SLC25A4/SMCR8/BID/BCL2L1/ATG14/PSMA5/CALML4/ATG2A/NDUFB11/PSMA2/NDUFB2/ATF4/SIGMAR1/DKK4/GPX1/WNT10B/VCP/DKK2/NDUFB10/PSMB3/RAF1/DAXX/HTT/CASP7/PSMD2/IFT57 46 KEGG hsa05218 Melanoma 8/727 72/8135 0.3132 0.6939 0.5916 CDK4/PIK3R1/PIK3CA/GADD45A/FGF9/RAF1/CDKN1A/PDGFC 8 KEGG hsa00220 Arginine biosynthesis 3/727 22/8135 0.3135 0.6939 0.5916 ACY1/NOS3/ASS1 3 KEGG hsa00900 Terpenoid backbone biosynthesis 3/727 22/8135 0.3135 0.6939 0.5916 FDPS/PMVK/MVK 3 KEGG hsa03450 Non-homologous end-joining 2/727 13/8135 0.3261 0.7089 0.6044 POLL/NHEJ1 2 KEGG hsa01524 Platinum drug resistance 8/727 73/8135 0.3269 0.7089 0.6044 CASP9/PIK3R1/PIK3CA/GSTM4/FADD/BID/BCL2L1/CDKN1A 8 KEGG hsa04390 Hippo signaling pathway 16/727 157/8135 0.3279 0.7089 0.6044 ACTG1/FZD6/CCND3/MPP5/TCF7L2/MYC/ACTB/CSNK1E/BMP4/CSNK1D/PARD6G/YWHAZ/WNT10B/LATS2/PRKCI/TGFBR2 16 KEGG hsa01200 Carbon metabolism 12/727 115/8135 0.3303 0.7089 0.6044 PSAT1/HK1/PGAM4/PDHA1/TKTL1/TALDO1/PSPH/PGK2/HK2/PFKL/PFKP/DLD 12 KEGG hsa04623 Cytosolic DNA-sensing pathway 7/727 63/8135 0.3313 0.7089 0.6044 IRF7/NFKBIA/IKBKB/PYCARD/POLR2H/IFNA10/DDX58 7 KEGG hsa00515 Mannose type O-glycan biosynthesis 3/727 23/8135 0.3388 0.7181 0.6122 ST3GAL3/FUT4/FKRP 3 KEGG hsa04510 Focal adhesion 20/727 201/8135 0.34 0.7181 0.6122 RAC2/ACTG1/COL6A2/CCND3/THBS1/PIK3R1/PIK3CA/THBS3/VAV1/ITGA10/ACTB/FLT4/VTN/VASP/SOS1/ITGA3/COL1A1/MYL12A/RAF1/PDGFC 20 KEGG hsa04929 GnRH secretion 7/727 64/8135 0.3462 0.7243 0.6175 KCNN4/HCN2/PIK3R1/PIK3CA/PLCB1/GNRH1/RAF1 7 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 11/727 106/8135 0.3476 0.7243 0.6175 HBEGF/NR4A2/JUND/MMP17/PLCB1/RXRB/MMP14/MEF2D/ATF4/RAF1/CDKN1A 11 KEGG hsa04915 Estrogen signaling pathway 14/727 138/8135 0.3497 0.7243 0.6175 HBEGF/PIK3R1/PIK3CA/PLCB1/FKBP4/HSPA1A/NOS3/CALML4/SOS1/ATF4/HSPA1L/KRT17/RAF1/NCOA2 14 KEGG hsa03020 RNA polymerase 4/727 34/8135 0.3616 0.7441 0.6344 POLR2J3/CD3EAP/POLR2D/POLR2H 4 KEGG hsa04926 Relaxin signaling pathway 13/727 129/8135 0.3671 0.7505 0.6399 NFKBIA/GNG4/PIK3R1/PIK3CA/PLCB1/MAPK11/GNG8/NOS3/SOS1/ATF4/COL1A1/RAF1/TGFBR2 13 KEGG hsa05100 Bacterial invasion of epithelial cells 8/727 77/8135 0.3825 0.7766 0.6622 ACTG1/ARPC1B/PIK3R1/PIK3CA/ACTB/DNM2/WASL/ARPC5 8 KEGG hsa04340 Hedgehog signaling pathway 6/727 56/8135 0.3847 0.7766 0.6622 CSNK1E/CSNK1D/SMURF1/SPOPL/SPOP/GPR161 6 KEGG hsa00603 Glycosphingolipid biosynthesis - globo and isoglobo series 2/727 15/8135 0.3931 0.7886 0.6723 NAGA/ST3GAL2 2 KEGG hsa04142 Lysosome 13/727 132/8135 0.3993 0.7961 0.6787 HYAL3/NAGA/M6PR/CTSH/CTSA/ACP5/GBA/GALC/PLA2G15/GM2A/CTSK/CTNS/SLC11A2 13 KEGG hsa00512 Mucin type O-glycan biosynthesis 4/727 36/8135 0.4035 0.7996 0.6817 ST6GALNAC4/ST3GAL2/GALNT2/ST6GALNAC1 4 KEGG hsa00240 Pyrimidine metabolism 6/727 58/8135 0.4176 0.8156 0.6954 DTYMK/DCTPP1/DHODH/CAD/NT5C1A/ENTPD5 6 KEGG hsa05145 Toxoplasmosis 11/727 112/8135 0.418 0.8156 0.6954 NFKBIA/IKBKB/TRAF6/CASP9/MAP3K7/MAPK11/HSPA1A/BCL2L1/IL12A/IRGM/HSPA1L 11 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 4/727 37/8135 0.4243 0.8156 0.6954 GFPT2/ALDH4A1/CAD/ASS1 4 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 4/727 37/8135 0.4243 0.8156 0.6954 PIK3R1/PIK3CA/NR3C2/ATP1B2 4 KEGG hsa05143 African trypanosomiasis 4/727 37/8135 0.4243 0.8156 0.6954 APOL1/PLCB1/IL12A/APOA1 4 KEGG hsa05142 Chagas disease 10/727 102/8135 0.4285 0.8186 0.698 NFKBIA/IKBKB/TRAF6/PIK3R1/PIK3CA/PLCB1/MAPK11/FADD/IL12A/TGFBR2 10 KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 21/727 223/8135 0.434 0.8243 0.7028 NDUFS7/NFKBIA/IKBKB/NDUFS2/NDUFA12/NFE2L2/SLC25A6/PIK3R1/PIK3CA/MAP3K14/GSTM4/NDUFB8/MAPK11/SLC25A4/SOS1/NDUFB11/NDUFB2/AKR1C2/NDUFB10/SLC26A2/RAF1 21 KEGG hsa00513 Various types of N-glycan biosynthesis 4/727 39/8135 0.4653 0.8702 0.7419 ALG2/ST3GAL3/ALG3/B4GALNT3 4 KEGG hsa00510 N-Glycan biosynthesis 5/727 50/8135 0.4663 0.8702 0.7419 ST6GAL1/ALG2/ALG3/MGAT3/DPM1 5 KEGG hsa05110 Vibrio cholerae infection 5/727 50/8135 0.4663 0.8702 0.7419 ACTG1/ACTB/ATP6V1G1/ATP6V0E1/SEC61A2 5 KEGG hsa04371 Apelin signaling pathway 13/727 139/8135 0.4747 0.8788 0.7493 GNG4/PRKAB1/PRKAG2/PLCB1/GNG8/NOS3/CALML4/MEF2D/PRKCE/RPS6KB2/LIPE/RAF1/RRAS2 13 KEGG hsa05020 Prion disease 25/727 273/8135 0.4801 0.8788 0.7493 NDUFS7/RAC2/NOTCH1/STIP1/NDUFS2/NDUFA12/TUBB6/CASP9/SLC25A6/PIK3R1/PIK3CA/NDUFB8/MAPK11/SLC25A4/HSPA1A/PSMA5/NDUFB11/PSMA2/NDUFB2/ATF4/NDUFB10/HSPA1L/PSMB3/C5/PSMD2 25 KEGG hsa04392 Hippo signaling pathway - multiple species 3/727 29/8135 0.4867 0.8788 0.7493 RASSF2/CSNK1E/LATS2 3 KEGG hsa04744 Phototransduction 3/727 29/8135 0.4867 0.8788 0.7493 PDE6G/CALML4/RCVRN 3 KEGG hsa00511 Other glycan degradation 2/727 18/8135 0.4872 0.8788 0.7493 MAN2C1/GBA 2 KEGG hsa05014 Amyotrophic lateral sclerosis 33/727 364/8135 0.4928 0.8788 0.7493 HNRNPA1L2/NUP50/NDUFS7/NRBF2/ACTG1/NDUFS2/DCTN4/NDUFA12/TUBB6/CASP9/NUP133/NDUFB8/ACTB/MAPK11/SMCR8/BID/NUP35/BCL2L1/ATG14/PSMA5/ATG2A/NDUFB11/PSMA2/NDUFB2/ATF4/SIGMAR1/GPX1/VCP/NDUFB10/HNRNPA1/PSMB3/DAXX/PSMD2 33 KEGG hsa04145 Phagosome 14/727 152/8135 0.4944 0.8788 0.7493 ACTG1/TUBB6/THBS1/THBS3/M6PR/ACTB/TAP1/ATP6V1G1/CORO1A/DYNC1LI2/ATP6V0E1/HLA-A/HLA-C/SEC61A2 14 KEGG hsa05217 Basal cell carcinoma 6/727 63/8135 0.4986 0.8788 0.7493 FZD6/TCF7L2/BMP4/GADD45A/WNT10B/CDKN1A 6 KEGG hsa00600 Sphingolipid metabolism 5/727 52/8135 0.5016 0.8788 0.7493 KDSR/GBA/GALC/SMPD4/SPTLC2 5 KEGG hsa04659 Th17 cell differentiation 10/727 108/8135 0.5022 0.8788 0.7493 NFKBIE/NFKBIA/IKBKB/LAT/RORA/RXRB/MAPK11/IL27RA/JAK3/TGFBR2 10 KEGG hsa04216 Ferroptosis 4/727 41/8135 0.5052 0.8788 0.7493 SLC39A14/LPCAT3/ACSL3/SLC11A2 4 KEGG hsa01523 Antifolate resistance 3/727 30/8135 0.5098 0.8788 0.7493 GART/IKBKB/DHFR 3 KEGG hsa03320 PPAR signaling pathway 7/727 75/8135 0.5106 0.8788 0.7493 CPT1B/CPT1C/RXRB/SLC27A4/ACSL3/GK/APOA1 7 KEGG hsa04024 cAMP signaling pathway 20/727 221/8135 0.5114 0.8788 0.7493 RAC2/NFKBIA/CAMK2D/CREBBP/HCN2/PIK3R1/PIK3CA/ATP2A1/VAV1/HTR6/ATP1B2/CALML4/HCAR1/EP300/ADRB1/TSHR/ADORA2A/LIPE/RAF1/RRAS2 20 KEGG hsa01210 2-Oxocarboxylic acid metabolism 2/727 19/8135 0.5165 0.8788 0.7493 BCAT1/ACY1 2 KEGG hsa04925 Aldosterone synthesis and secretion 9/727 98/8135 0.5174 0.8788 0.7493 NR4A2/CAMK2D/PLCB1/ATP1B2/CALML4/PRKCE/ATF4/CAMK1D/LIPE 9 KEGG hsa05231 Choline metabolism in cancer 9/727 98/8135 0.5174 0.8788 0.7493 RAC2/CHKB/PIK3R1/PIK3CA/SOS1/RPS6KB2/TSC1/RAF1/PDGFC 9 KEGG hsa04971 Gastric acid secretion 7/727 76/8135 0.5251 0.8871 0.7563 ACTG1/CAMK2D/PLCB1/ACTB/ATP1B2/CALML4/KCNE2 7 KEGG hsa04022 cGMP-PKG signaling pathway 15/727 167/8135 0.532 0.8941 0.7623 SRF/SLC25A6/PLCB1/ATP2A1/SLC25A4/NOS3/ATP1B2/VASP/CALML4/MEF2D/PRKCE/ATF4/ADRB1/IRS2/RAF1 15 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 7/727 77/8135 0.5393 0.9017 0.7688 ACTG1/CACNA2D4/TCF7L2/ATP2A1/ITGA10/ACTB/ITGA3 7 KEGG hsa00100 Steroid biosynthesis 2/727 20/8135 0.5447 0.9059 0.7724 CYP51A1/DHCR7 2 KEGG hsa05152 Tuberculosis 16/727 180/8135 0.548 0.9067 0.7731 CAMK2D/TRAF6/CREBBP/RFXANK/CASP9/CASP10/BCL10/MAPK11/FADD/BID/IL12A/CALML4/EP300/CORO1A/IFNA10/RAF1 16 KEGG hsa04062 Chemokine signaling pathway 17/727 192/8135 0.5539 0.9088 0.7749 RAC2/NFKBIA/IKBKB/GNG4/CXCL13/CXCR4/PIK3R1/PIK3CA/PLCB1/GSK3A/VAV1/GNG8/SOS1/JAK3/CXCL16/GRK6/RAF1 17 KEGG hsa04916 Melanogenesis 9/727 101/8135 0.5549 0.9088 0.7749 FZD6/CAMK2D/CREBBP/PLCB1/TCF7L2/CALML4/EP300/WNT10B/RAF1 9 KEGG hsa05410 Hypertrophic cardiomyopathy 8/727 90/8135 0.5606 0.9135 0.7788 ACTG1/PRKAB1/PRKAG2/CACNA2D4/ATP2A1/ITGA10/ACTB/ITGA3 8 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 7/727 79/8135 0.5673 0.9178 0.7825 PIK3R1/PIK3CA/BCL2L1/SOS1/RPS6KB2/RAF1/PDGFC 7 KEGG hsa04723 Retrograde endocannabinoid signaling 13/727 148/8135 0.569 0.9178 0.7825 NDUFS7/GNG4/NDUFS2/NDUFA12/PLCB1/NDUFB8/MAPK11/GNG8/NAPEPLD/NDUFB11/NDUFB2/NDUFB10/ABHD6 13 KEGG hsa04130 SNARE interactions in vesicular transport 3/727 33/8135 0.5759 0.9243 0.788 SNAP23/GOSR1/VAMP1 3 KEGG hsa01212 Fatty acid metabolism 5/727 57/8135 0.5853 0.9316 0.7943 CPT1B/CPT1C/CBR4/ACSL3/MCAT 5 KEGG hsa04658 Th1 and Th2 cell differentiation 8/727 92/8135 0.5863 0.9316 0.7943 NFKBIE/NOTCH1/NFKBIA/IKBKB/LAT/MAPK11/IL12A/JAK3 8 KEGG hsa00040 Pentose and glucuronate interconversions 3/727 34/8135 0.5966 0.9402 0.8016 XYLB/UGDH/SORD 3 KEGG hsa00340 Histidine metabolism 2/727 22/8135 0.5975 0.9402 0.8016 AMDHD1/CNDP1 2 KEGG hsa04964 Proximal tubule bicarbonate reclamation 2/727 23/8135 0.6222 0.9742 0.8306 ATP1B2/CA4 2 KEGG hsa04921 Oxytocin signaling pathway 13/727 154/8135 0.6279 0.9752 0.8314 ACTG1/CAMK2D/PRKAB1/PRKAG2/CACNA2D4/PLCB1/MYL6B/ACTB/NOS3/CALML4/CAMK1D/RAF1/CDKN1A 13 KEGG hsa04071 Sphingolipid signaling pathway 10/727 119/8135 0.6288 0.9752 0.8314 RAC2/PIK3R1/PIK3CA/PLCB1/MAPK11/BID/NOS3/PRKCE/RAF1/SPTLC2 10 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 12/727 143/8135 0.6345 0.9769 0.8329 FZD6/PIK3R1/PIK3CA/MYC/ACVR1B/MAPK11/BMP4/KLF4/JARID2/WNT10B/JAK3/RAF1 12 KEGG hsa00500 Starch and sucrose metabolism 3/727 36/8135 0.6361 0.9769 0.8329 HK1/GBE1/HK2 3 KEGG hsa04977 Vitamin digestion and absorption 2/727 24/8135 0.6456 0.9817 0.837 MMACHC/APOA1 2 KEGG hsa01232 Nucleotide metabolism 7/727 85/8135 0.6461 0.9817 0.837 AMPD2/DTYMK/DCTPP1/PNP/NT5C1A/ENTPD5/AK3 7 KEGG hsa03008 Ribosome biogenesis in eukaryotes 9/727 109/8135 0.6484 0.9817 0.837 NOP10/POP1/WDR75/TBL3/UTP15/REXO1/RPP40/SBDS/REXO2 9 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 8/727 98/8135 0.6585 0.9924 0.8461 CAMK2D/PIK3R1/PIK3CA/TRPV2/PLCB1/MAPK11/CALML4/PRKCE 8 KEGG hsa05202 Transcriptional misregulation in cancer 16/727 193/8135 0.6624 0.9936 0.8471 CCNT1/MEN1/REL/MYC/RXRB/KLF3/CDKN1B/HDAC2/BCL2L1/FLI1/CEBPA/GADD45A/TAF15/BCL6/CDKN1A/TGFBR2 16 KEGG hsa05330 Allograft rejection 3/727 38/8135 0.6727 0.9953 0.8486 IL12A/HLA-A/HLA-C 3 KEGG hsa04217 Necroptosis 13/727 159/8135 0.6739 0.9953 0.8486 SPATA2/TNFRSF10B/CAMK2D/PYCARD/TNFAIP3/SLC25A6/TNFSF10/FADD/SLC25A4/BID/RBCK1/JAK3/IFNA10 13 KEGG hsa00330 Arginine and proline metabolism 4/727 51/8135 0.6802 0.9953 0.8486 CNDP1/NOS3/ALDH4A1/ALDH18A1 4 KEGG hsa04072 Phospholipase D signaling pathway 12/727 148/8135 0.6817 0.9953 0.8486 PIK3R1/PIK3CA/PLCB1/DNM2/SOS1/LPAR3/LPAR2/TSC1/RAF1/CYTH3/PDGFC/RRAS2 12 KEGG hsa04512 ECM-receptor interaction 7/727 88/8135 0.6821 0.9953 0.8486 COL6A2/THBS1/THBS3/ITGA10/VTN/ITGA3/COL1A1 7 KEGG hsa04540 Gap junction 7/727 88/8135 0.6821 0.9953 0.8486 TUBB6/PLCB1/CSNK1D/SOS1/ADRB1/RAF1/PDGFC 7 KEGG hsa00790 Folate biosynthesis 2/727 26/8135 0.689 1 0.8526 GCH1/DHFR 2 KEGG hsa05140 Leishmaniasis 6/727 77/8135 0.6967 1 0.8526 PTPN6/NFKBIA/TRAF6/MAP3K7/MAPK11/IL12A 6 KEGG hsa04914 Progesterone-mediated oocyte maturation 8/727 102/8135 0.7023 1 0.8526 KIF22/RPS6KA1/PIK3R1/PIK3CA/MAPK11/ANAPC7/CDC25B/RAF1 8 KEGG hsa04966 Collecting duct acid secretion 2/727 27/8135 0.7091 1 0.8526 ATP6V1G1/ATP6V0E1 2 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 4/727 53/8135 0.7095 1 0.8526 PLCB1/AP2S1/DNM2/ATP1B2 4 KEGG hsa05320 Autoimmune thyroid disease 4/727 53/8135 0.7095 1 0.8526 TSHR/HLA-A/IFNA10/HLA-C 4 KEGG hsa04974 Protein digestion and absorption 8/727 103/8135 0.7127 1 0.8526 CTRL/COL6A2/KCNN4/SLC1A5/SLC3A1/ATP1B2/SLC7A9/COL1A1 8 KEGG hsa05207 Chemical carcinogenesis - receptor activation 17/727 212/8135 0.7176 1 0.8526 CCND3/KPNA5/RPS6KA1/PIK3R1/PIK3CA/GSTM4/MYC/RXRB/KLF4/SOS1/RPS6KB2/PAQR7/ATF4/FGF9/ADRB1/RAF1/BCL6 17 KEGG hsa00650 Butanoate metabolism 2/727 28/8135 0.728 1 0.8526 HMGCL/BDH1 2 KEGG hsa04613 Neutrophil extracellular trap formation 15/727 190/8135 0.7316 1 0.8526 RAC2/ACTG1/SLC25A6/PIK3R1/MAP3K7/AZU1/PIK3CA/PLCB1/ACTB/MAPK11/SLC25A4/HDAC2/RAF1/SELPLG/C5 15 KEGG hsa04120 Ubiquitin mediated proteolysis 11/727 142/8135 0.7346 1 0.8526 TRAF6/SOCS3/ANAPC7/SMURF1/UBA3/DDB1/AIRE/CBLB/HERC3/SKP2/UBE3A 11 KEGG hsa00380 Tryptophan metabolism 3/727 42/8135 0.7377 1 0.8526 ALDH8A1/INMT/DLD 3 KEGG hsa05332 Graft-versus-host disease 3/727 42/8135 0.7377 1 0.8526 HLA-A/KIR2DL1/HLA-C 3 KEGG hsa04934 Cushing syndrome 12/727 155/8135 0.7413 1 0.8526 CDK4/FZD6/CAMK2D/MEN1/NCEH1/PLCB1/TCF7L2/CDKN2B/CDKN1B/ATF4/WNT10B/CDKN1A 12 KEGG hsa05031 Amphetamine addiction 5/727 69/8135 0.7505 1 0.8526 CAMK2D/HDAC2/CALML4/ATF4/SIRT1 5 KEGG hsa00071 Fatty acid degradation 3/727 43/8135 0.7523 1 0.8526 CPT1B/CPT1C/ACSL3 3 KEGG hsa04940 Type I diabetes mellitus 3/727 43/8135 0.7523 1 0.8526 IL12A/HLA-A/HLA-C 3 KEGG hsa04360 Axon guidance 14/727 182/8135 0.7612 1 0.8526 RAC2/CDK5/SEMA4C/CAMK2D/CFL2/CXCR4/PIK3R1/PIK3CA/SEMA4F/PARD6G/CFL1/PLXNA4/MYL12A/RAF1 14 KEGG hsa00020 Citrate cycle (TCA cycle) 2/727 30/8135 0.7627 1 0.8526 PDHA1/DLD 2 KEGG hsa04962 Vasopressin-regulated water reabsorption 3/727 44/8135 0.7662 1 0.8526 DCTN4/DYNC1LI2/DYNLL1 3 KEGG hsa05414 Dilated cardiomyopathy 7/727 96/8135 0.7663 1 0.8526 ACTG1/CACNA2D4/ATP2A1/ITGA10/ACTB/ITGA3/ADRB1 7 KEGG hsa04070 Phosphatidylinositol signaling system 7/727 97/8135 0.7756 1 0.8526 PIK3R1/PIK3CA/PLCB1/IP6K1/MTMR14/IMPAD1/CALML4 7 KEGG hsa04713 Circadian entrainment 7/727 97/8135 0.7756 1 0.8526 PER1/GNG4/CAMK2D/PLCB1/GNG8/CALML4/PER3 7 KEGG hsa00430 Taurine and hypotaurine metabolism 1/727 16/8135 0.7767 1 0.8526 ADO 1 KEGG hsa02010 ABC transporters 3/727 45/8135 0.7794 1 0.8526 TAP1/ABCB1/ABCA5 3 KEGG hsa04137 Mitophagy - animal 5/727 72/8135 0.7831 1 0.8526 BNIP3/BCL2L1/ATF4/RHOT2/RRAS2 5 KEGG hsa00564 Glycerophospholipid metabolism 7/727 98/8135 0.7846 1 0.8526 ETNK1/CHKB/PNPLA7/MBOAT7/PLA2G15/LPCAT3/GPAM 7 KEGG hsa04911 Insulin secretion 6/727 86/8135 0.7925 1 0.8526 CAMK2D/KCNN4/PLCB1/ATP1B2/SLC2A1/ATF4 6 KEGG hsa04136 Autophagy - other 2/727 32/8135 0.7936 1 0.8526 ATG16L1/ATG2A 2 KEGG hsa04978 Mineral absorption 4/727 60/8135 0.7964 1 0.8526 HMOX2/SLC30A1/ATP1B2/SLC11A2 4 KEGG hsa04725 Cholinergic synapse 8/727 113/8135 0.803 1 0.8526 GNG4/CAMK2D/PIK3R1/PIK3CA/PLCB1/GNG8/CHRM4/ATF4 8 KEGG hsa00620 Pyruvate metabolism 3/727 47/8135 0.8041 1 0.8526 PDHA1/ACYP2/DLD 3 KEGG hsa04918 Thyroid hormone synthesis 5/727 75/8135 0.8123 1 0.8526 PLCB1/ATP1B2/ATF4/GPX1/TSHR 5 KEGG hsa00280 Valine, leucine and isoleucine degradation 3/727 48/8135 0.8155 1 0.8526 HMGCL/BCAT1/DLD 3 KEGG hsa04726 Serotonergic synapse 8/727 115/8135 0.8182 1 0.8526 GNG4/DUSP1/PLCB1/CYP2D6/GNG8/HTR6/PTGS1/RAF1 8 KEGG hsa00230 Purine metabolism 9/727 128/8135 0.8193 1 0.8526 GART/AMPD2/PDE6G/NUDT9/PDE7A/PNP/NT5C1A/ENTPD5/AK3 9 KEGG hsa04672 Intestinal immune network for IgA production 3/727 49/8135 0.8264 1 0.8526 CXCR4/MAP3K14/AICDA 3 KEGG hsa00310 Lysine degradation 4/727 63/8135 0.8267 1 0.8526 EHMT2/ASH1L/SETD1B/DLD 4 KEGG hsa00531 Glycosaminoglycan degradation 1/727 19/8135 0.8315 1 0.8526 HYAL3 1 KEGG hsa05144 Malaria 3/727 50/8135 0.8367 1 0.8526 THBS1/THBS3/IL12A 3 KEGG hsa04014 Ras signaling pathway 17/727 232/8135 0.8387 1 0.8526 RAC2/IKBKB/GNG4/RASA4/LAT/PIK3R1/PIK3CA/REL/FLT4/GNG8/BCL2L1/CALML4/SOS1/FGF9/RAF1/PDGFC/RRAS2 17 KEGG hsa05171 Coronavirus disease - COVID-19 17/727 232/8135 0.8387 1 0.8526 HBEGF/RPL23A/NFKBIA/IKBKB/ISG15/TRAF6/PIK3R1/OAS2/MAP3K7/PIK3CA/MAPK11/RPL36AL/IL12A/IFNA10/DDX58/OAS1/C5 17 KEGG hsa05321 Inflammatory bowel disease 4/727 65/8135 0.8447 1 0.8526 TLR5/RORA/IL18RAP/IL12A 4 KEGG hsa00350 Tyrosine metabolism 2/727 36/8135 0.8447 1 0.8526 FAH/HGD 2 KEGG hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 1/727 20/8135 0.8466 1 0.8526 CSGALNACT2 1 KEGG hsa04141 Protein processing in endoplasmic reticulum 12/727 171/8135 0.8481 1 0.8526 NFE2L2/SAR1A/HSPA1A/DNAJB1/HERPUD1/ATF4/VCP/DNAJA1/HSPA1L/EIF2AK4/YOD1/SEC61A2 12 KEGG hsa00190 Oxidative phosphorylation 9/727 134/8135 0.8576 1 0.8526 NDUFS7/NDUFS2/NDUFA12/NDUFB8/NDUFB11/NDUFB2/ATP6V1G1/ATP6V0E1/NDUFB10 9 KEGG hsa00770 Pantothenate and CoA biosynthesis 1/727 21/8135 0.8603 1 0.8526 BCAT1 1 KEGG hsa04020 Calcium signaling pathway 17/727 240/8135 0.8744 1 0.8526 CAMK2D/CXCR4/SLC25A6/PLCB1/ATP2A1/SLC25A4/FLT4/TNNC2/NOS3/HTR6/CALML4/MST1R/CAMK1D/FGF9/ADRB1/ADORA2A/PDGFC 17 KEGG hsa03015 mRNA surveillance pathway 6/727 97/8135 0.876 1 0.8526 CLP1/DDX19B/SRRM1/WDR33/UPF1/MSI2 6 KEGG hsa03060 Protein export 1/727 23/8135 0.8842 1 0.8526 SEC61A2 1 KEGG hsa04614 Renin-angiotensin system 1/727 23/8135 0.8842 1 0.8526 CTSA 1 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 6/727 100/8135 0.8931 1 0.8526 CXCL13/IL34/TNFRSF10B/CXCR4/TNFSF10/IL18RAP 6 KEGG hsa00480 Glutathione metabolism 3/727 58/8135 0.9017 1 0.8526 GSTM4/CHAC2/GPX1 3 KEGG hsa00562 Inositol phosphate metabolism 4/727 73/8135 0.9017 1 0.8526 PLCH2/PIK3CA/PLCB1/MTMR14 4 KEGG hsa00860 Porphyrin metabolism 2/727 43/8135 0.9074 1 0.8526 HMOX2/ALAD 2 KEGG hsa04975 Fat digestion and absorption 2/727 43/8135 0.9074 1 0.8526 SLC27A4/APOA1 2 KEGG hsa04728 Dopaminergic synapse 8/727 132/8135 0.9134 1 0.8526 GNG4/CAMK2D/PLCB1/GSK3A/MAPK11/GNG8/CALML4/ATF4 8 KEGG hsa00140 Steroid hormone biosynthesis 3/727 61/8135 0.9193 1 0.8526 SULT2B1/AKR1C2/HSD11B1 3 KEGG hsa00561 Glycerolipid metabolism 3/727 61/8135 0.9193 1 0.8526 PNPLA2/GPAM/GK 3 KEGG hsa04270 Vascular smooth muscle contraction 8/727 134/8135 0.9211 1 0.8526 MYH10/PTGIR/PLCB1/MYL6B/CALML4/PRKCE/ADORA2A/RAF1 8 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 4/727 78/8135 0.9271 1 0.8526 AKR7A3/GSTM4/CYP2D6/HSD11B1 4 KEGG hsa04721 Synaptic vesicle cycle 4/727 78/8135 0.9271 1 0.8526 AP2S1/DNM2/ATP6V1G1/ATP6V0E1 4 KEGG hsa04970 Salivary secretion 5/727 93/8135 0.9275 1 0.8526 KCNN4/PLCB1/ATP1B2/CALML4/ADRB1 5 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 9/727 150/8135 0.9288 1 0.8526 CAMK2D/CACNA2D4/PLCB1/ATP2A1/MAPK11/ATP1B2/CALML4/ATF4/ADRB1 9 KEGG hsa05206 MicroRNAs in cancer 21/727 310/8135 0.9328 1 0.8526 PIM1/NOTCH1/IKBKB/CREBBP/THBS1/PIK3R1/PIK3CA/MYC/DICER1/CDKN1B/HDAC2/SOS1/PRKCE/ABCB1/EP300/IRS2/CDC25B/TP63/RAF1/CDKN1A/SIRT1 21 KEGG hsa04927 Cortisol synthesis and secretion 3/727 65/8135 0.9383 1 0.8526 NCEH1/PLCB1/ATF4 3 KEGG hsa00053 Ascorbate and aldarate metabolism 1/727 30/8135 0.94 1 0.8526 UGDH 1 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 1/727 30/8135 0.94 1 0.8526 DLD 1 KEGG hsa05030 Cocaine addiction 2/727 49/8135 0.9414 1 0.8526 CDK5/ATF4 2 KEGG hsa00970 Aminoacyl-tRNA biosynthesis 3/727 66/8135 0.9424 1 0.8526 SEPSECS/DARS2/WARS2 3 KEGG hsa00410 beta-Alanine metabolism 1/727 31/8135 0.9454 1 0.8526 CNDP1 1 KEGG hsa04979 Cholesterol metabolism 2/727 50/8135 0.9457 1 0.8526 NCEH1/APOA1 2 KEGG hsa00640 Propanoate metabolism 1/727 32/8135 0.9503 1 0.8526 DLD 1 KEGG hsa04610 Complement and coagulation cascades 4/727 85/8135 0.9528 1 0.8526 VTN/F11/CD46/C5 4 KEGG hsa04924 Renin secretion 3/727 69/8135 0.9531 1 0.8526 PLCB1/CALML4/ADRB1 3 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 3/727 69/8135 0.9531 1 0.8526 GSTM4/AKR1C2/HSD11B1 3 KEGG hsa04972 Pancreatic secretion 5/727 102/8135 0.9569 1 0.8526 CTRL/PLCB1/ATP2A1/ATP1B2/RAB27B 5 KEGG hsa05146 Amoebiasis 5/727 102/8135 0.9569 1 0.8526 PIK3R1/PIK3CA/PLCB1/IL12A/COL1A1 5 KEGG hsa04976 Bile secretion 4/727 89/8135 0.9635 1 0.8526 NCEH1/ATP1B2/SLC2A1/ABCB1 4 KEGG hsa05032 Morphine addiction 4/727 91/8135 0.9679 1 0.8526 GNG4/GNG8/PDE7A/GRK6 4 KEGG hsa05323 Rheumatoid arthritis 4/727 93/8135 0.9718 1 0.8526 ACP5/ATP6V1G1/CTSK/ATP6V0E1 4 KEGG hsa04730 Long-term depression 2/727 60/8135 0.9753 1 0.8526 PLCB1/RAF1 2 KEGG hsa00590 Arachidonic acid metabolism 2/727 61/8135 0.9772 1 0.8526 PTGS1/GPX1 2 KEGG hsa04114 Oocyte meiosis 6/727 131/8135 0.9807 1 0.8526 CAMK2D/RPS6KA1/MAPK11/ANAPC7/CALML4/YWHAZ 6 KEGG hsa04514 Cell adhesion molecules 7/727 149/8135 0.9833 1 0.8526 CLDN15/NLGN3/HLA-A/CD99/MPZL1/HLA-C/SELPLG 7 KEGG hsa04060 Cytokine-cytokine receptor interaction 17/727 295/8135 0.9844 1 0.8526 TNFRSF6B/CXCL13/IL34/TNFRSF10B/CXCR4/CD27/TNFSF10/ACVR1B/BMP4/CRLF2/IL18RAP/IL12A/CLCF1/IL27RA/CXCL16/IFNA10/TGFBR2 17 KEGG hsa00830 Retinol metabolism 2/727 68/8135 0.9871 1 0.8526 DHRS3/DHRS4 2 KEGG hsa04260 Cardiac muscle contraction 3/727 87/8135 0.9871 1 0.8526 CACNA2D4/ATP2A1/ATP1B2 3 KEGG hsa05034 Alcoholism 9/727 187/8135 0.989 1 0.8526 GNG4/GNG8/SLC29A2/HDAC2/CALML4/SOS1/ATF4/ADORA2A/RAF1 9 KEGG hsa03010 Ribosome 7/727 158/8135 0.9901 1 0.8526 MRPS5/MRPS18C/RPL23A/RPL36AL/MRPL15/MRPS21/MRPL24 7 KEGG hsa00982 Drug metabolism - cytochrome P450 2/727 72/8135 0.9907 1 0.8526 GSTM4/CYP2D6 2 KEGG hsa04724 Glutamatergic synapse 4/727 114/8135 0.9933 1 0.8526 GNG4/PLCB1/GNG8/HOMER2 4 KEGG hsa05150 Staphylococcus aureus infection 3/727 96/8135 0.9934 1 0.8526 KRT17/SELPLG/C5 3 KEGG hsa04727 GABAergic synapse 2/727 89/8135 0.9977 1 0.8526 GNG4/GNG8 2 KEGG hsa04640 Hematopoietic cell lineage 2/727 99/8135 0.999 1 0.8526 ITGA3/CD7 2 KEGG hsa00983 Drug metabolism - other enzymes 1/727 80/8135 0.9995 1 0.8526 GSTM4 1 KEGG hsa04742 Taste transduction 1/727 86/8135 0.9997 1 0.8526 PLCB1 1 KEGG hsa04080 Neuroactive ligand-receptor interaction 14/727 353/8135 0.9999 1 0.8526 PTGIR/PMCH/HTR6/THRA/CHRM4/LPAR3/LPAR2/ADRB1/GNRH1/TSHR/NMB/NR3C1/ADORA2A/C5 14 KEGG hsa05322 Systemic lupus erythematosus 1/727 136/8135 1 1 0.8526 C5 1 KEGG hsa04740 Olfactory transduction 10/727 440/8135 1 1 0.8526 OR2T3/CAMK2D/OR5V1/OR1B1/CALML4/OR9A2/OR4D1/OR52B2/OR2L8/OR8D4 10