ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa04141 Protein processing in endoplasmic reticulum 39/949 171/8135 2.398e-05 0.007842 0.007776 UBXN6/ERO1A/UBE2G1/FBXO6/LMAN1/SEC24A/ATF6/STUB1/DNAJB11/UBE2J1/XBP1/YOD1/RNF185/SELENOS/DERL1/SAR1B/UBQLN1/SEC62/DNAJC5/SVIP/PLAA/HSPH1/HSPA1L/MBTPS2/ERLEC1/MAP2K7/SEC61A1/HSPA5/DNAJC1/ERO1B/BAG1/EDEM3/MAPK8/DNAJC5B/FBXO2/DERL2/UBE2D3/MAPK9/PDIA3 39 KEGG hsa04120 Ubiquitin mediated proteolysis 33/949 142/8135 6.752e-05 0.01104 0.01094 UBE2G1/TRAF6/SOCS3/UBE2K/STUB1/FBXO4/MDM2/UBE2I/UBE2J1/CDC23/BIRC3/KLHL9/BIRC6/CUL5/UBE2F/UBE2W/UBE2Q2/MAP3K1/UBE2B/SIAH1/CDC26/ANAPC7/COP1/CBLB/ELOB/UBE2H/UBE2E2/UBE2Q1/FBXO2/UBE2D3/ANAPC10/TRIM32/XIAP 33 KEGG hsa04340 Hedgehog signaling pathway 15/949 56/8135 0.001444 0.121 0.12 GRK3/SPOPL/KIF7/SUFU/GAS1/SPOP/PTCH1/EVC/KIF3A/DISP1/CDON/CSNK1E/CCND2/EFCAB7/GPR161 15 KEGG hsa03018 RNA degradation 19/949 79/8135 0.00148 0.121 0.12 LSM8/XRN1/PNPT1/CNOT7/C1D/DCP1A/DIS3/CNOT6L/EDC3/MTREX/CNOT10/TOB1/TOB2/EXOSC1/CNOT9/DCP1B/EXOSC6/CNOT6/XRN2 19 KEGG hsa04150 mTOR signaling pathway 31/949 156/8135 0.001906 0.1247 0.1236 EIF4E2/FLCN/RPS6KA3/NRAS/FZD3/RRAGC/ATP6V1G3/WDR24/CASTOR2/RHEB/INSR/FZD1/LPIN3/NPRL3/SEH1L/RPS6KB1/PIK3R2/LRP5/LAMTOR3/WNT5B/MAPKAP1/WNT7B/AKT3/CASTOR1/CLIP1/SLC38A9/FZD4/PTEN/ATP6V1C1/STRADB/ATP6V1G1 31 KEGG hsa03013 Nucleocytoplasmic transport 23/949 108/8135 0.002828 0.1254 0.1243 KPNA4/GLE1/TNPO2/XPOT/TMEM33/UBE2I/TNPO1/IPO8/KPNA6/NDC1/RANBP2/SEH1L/KPNA5/THOC2/THOC7/RBM8A/RNPS1/NUP43/XPO4/NUP93/NUP35/AHCTF1/NUP58 23 KEGG hsa05168 Herpes simplex virus 1 infection 78/949 495/8135 0.002942 0.1254 0.1243 ZNF517/TAP2/ZNF418/ZFP57/IFNAR2/TRAF6/ZNF101/ZNF12/FAS/SOCS3/BAD/ZNF688/ZNF347/ZNF398/ZNF224/B2M/HLA-DOA/ZNF558/ZNF627/ZNF286A/TLR9/ZFP82/BIRC3/ZNF33A/ZNF600/ZNF736/ZNF324B/RHEB/ZNF439/ZNF614/ZNF234/ZNF544/DDX58/ZNF709/ZNF708/ZNF793/OAS2/ZNF44/ZNF221/ZNF582/CYCS/ZNF275/PIK3R2/ZNF786/ZNF879/ZNF777/RBAK/ZNF316/STAT1/ZNF552/ZNF529/ZNF615/IFNAR1/ZNF19/ZNF780A/ZNF84/ZNF791/ZNF331/ZNF225/ZNF404/ZNF470/ZNF565/ZNF182/ZNF317/ZNF256/AKT3/ZNF229/ZNF766/ZNF680/ZNF431/ZNF649/ZNF37A/BID/ZNF689/PDIA3/ZNF566/NECTIN2/ZNF540 78 KEGG hsa04140 Autophagy - animal 28/949 141/8135 0.003118 0.1254 0.1243 SQSTM1/TRAF6/NRAS/BAD/RRAGC/TP53INP2/NRBF2/RAB1A/RAB39B/ATG4C/RHEB/LAMP2/ATG7/RPS6KB1/DAPK3/PIK3R2/WDR41/MRAS/SUPT20H/STX17/HMGB1/MAPK8/PRAP1/AKT3/ATG16L1/PTEN/MAPK9/AMBRA1 28 KEGG hsa04144 Endocytosis 44/949 251/8135 0.003452 0.1254 0.1243 ARAP1/GRK3/ARFGEF2/VTA1/SMAP2/TRAF6/ARF6/USP8/VPS37A/MDM2/VPS35/RABEP1/AP2A1/ASAP1/SNX3/KIF5B/HSPA1L/SNX6/ZFYVE16/ACTR3/EPN3/ARF1/VPS36/VPS25/AGAP9/PARD6G/GIT2/VPS29/ARFGAP2/MVB12A/RBSN/CBLB/VPS37D/CYTH3/ARPC5L/PDCD6IP/DAB2/RAB10/RAB11FIP3/ACAP3/ARFGAP1/EPN1/SH3KBP1/CDC42 44 KEGG hsa00564 Glycerophospholipid metabolism 21/949 98/8135 0.003912 0.1279 0.1268 ADPRM/SELENOI/PLA2G4F/ETNK1/PCYT2/LPIN3/LPGAT1/PCYT1A/PNPLA7/PGS1/DGKK/AGPAT5/PLPP5/GPAT4/CDS1/GPD2/DGKQ/GPAT2/LCLAT1/LPCAT2/MBOAT1 21 KEGG hsa05211 Renal cell carcinoma 16/949 69/8135 0.005001 0.1487 0.1474 FLCN/NRAS/BAD/PAK1/ARAF/CREBBP/PIK3R2/ETS1/ELOB/RAPGEF1/EGLN3/AKT3/RAP1A/PAK3/GAB1/CDC42 16 KEGG hsa00310 Lysine degradation 14/949 63/8135 0.01225 0.3295 0.3267 KMT5C/SETDB2/KMT2A/NSD2/KMT5B/COLGALT1/DLD/NSD1/KMT5A/PRDM6/DHTKD1/TMLHE/SMYD1/SMYD2 14 KEGG hsa03060 Protein export 7/949 23/8135 0.0131 0.3295 0.3267 SRP68/SRPRB/SEC62/SPCS3/SEC11C/SEC61A1/HSPA5 7 KEGG hsa04012 ErbB signaling pathway 17/949 85/8135 0.01754 0.4097 0.4062 ERBB4/NRAS/HBEGF/BAD/PAK1/ARAF/NCK1/RPS6KB1/PIK3R2/MAP2K7/PLCG2/CBLB/MAPK8/AKT3/PAK3/GAB1/MAPK9 17 KEGG hsa04621 NOD-like receptor signaling pathway 31/949 184/8135 0.02175 0.4741 0.47 GBP1/CARD6/IFNAR2/TAB3/TRAF6/RIPK3/GBP2/ANTXR2/BRCC3/P2RX7/RIPK1/BIRC3/NFKBIB/GBP5/GBP4/SUGT1/OAS2/TRPV2/STAT1/NAMPT/IFNAR1/MCU/MAPK8/NLRP12/DNM1L/ATG16L1/ERBIN/MAPK9/DHX33/PYDC1/XIAP 31 KEGG hsa04068 FoxO signaling pathway 23/949 131/8135 0.02868 0.5633 0.5585 STAT3/NRAS/PLK3/MDM2/FBXO25/NLK/KLF2/IL7R/INSR/ARAF/CREBBP/PRKAG3/PIK3R2/USP7/BCL6/CDKN2B/MAPK8/CSNK1E/AKT3/CCND2/PTEN/PRKAB2/MAPK9 23 KEGG hsa05162 Measles 24/949 139/8135 0.03092 0.5633 0.5585 STAT3/IFNAR2/TRAF6/FAS/BAD/TLR9/NFKBIB/DDX58/HSPA1L/CSNK2A2/JAK3/OAS2/CYCS/PIK3R2/CSNK2A1/STAT1/IFNAR1/CBLB/MAPK8/SLAMF1/AKT3/CCND2/BID/MAPK9 24 KEGG hsa04360 Axon guidance 30/949 182/8135 0.03101 0.5633 0.5585 SSH2/SEMA6D/SEMA4A/SEMA4D/NRAS/FZD3/RGMA/SEMA7A/ROCK1/NTNG2/PAK1/PTCH1/PLXNA2/NTNG1/NFATC2/NCK1/PIK3R2/PARD6G/PLCG2/NEO1/LRRC4/WNT5B/EFNA5/NGEF/EPHB1/PAK3/PLXNA4/NTN4/CDC42/SEMA5B 30 KEGG hsa04330 Notch signaling pathway 12/949 59/8135 0.03727 0.6415 0.636 DTX3L/DLL3/JAG1/TLE4/CREBBP/NUMBL/DTX3/NOTCH4/DLL4/DLL1/APH1B/NCOR2 12 KEGG hsa05110 Vibrio cholerae infection 10/949 50/8135 0.06004 0.9335 0.9256 ERO1A/ATP6V1G3/ATP6V0E1/ATP6V0B/ARF1/CFTR/PLCG2/SEC61A1/ATP6V1C1/ATP6V1G1 10 KEGG hsa04710 Circadian rhythm 7/949 31/8135 0.06192 0.9335 0.9256 FBXL3/PRKAG3/RORC/CLOCK/CSNK1E/BHLHE41/PRKAB2 7 KEGG hsa05169 Epstein-Barr virus infection 31/949 202/8135 0.06577 0.9335 0.9256 TAP2/STAT3/IFNAR2/TRAF6/SAP30L/FAS/MDM2/B2M/HLA-DOA/RIPK1/NFKBIB/DDX58/JAK3/OAS2/CYCS/PIK3R2/MAP2K7/USP7/PLCG2/ENTPD1/STAT1/IFNAR1/MAPK8/RUNX3/POLK/AKT3/CCND2/BID/MAPK9/NCOR2/PDIA3 31 KEGG hsa04137 Mitophagy - animal 13/949 72/8135 0.07122 0.9335 0.9256 SQSTM1/CITED2/NRAS/USP8/CSNK2A2/MRAS/CSNK2A1/RHOT1/MAPK8/TBC1D15/MAPK9/CALCOCO2/AMBRA1 13 KEGG hsa04215 Apoptosis - multiple species 7/949 32/8135 0.07163 0.9335 0.9256 BIRC3/BIRC6/CYCS/MAPK8/BID/MAPK9/XIAP 7 KEGG hsa04931 Insulin resistance 18/949 108/8135 0.07445 0.9335 0.9256 STAT3/RPS6KA3/SOCS3/CRTC2/SLC27A5/PPP1R3E/INSR/CREB5/PRKAG3/RPS6KB1/PIK3R2/MAPK8/AKT3/PPP1R3C/PTEN/PRKAB2/MAPK9/PPP1R3B 18 KEGG hsa05205 Proteoglycans in cancer 31/949 205/8135 0.07691 0.9335 0.9256 STAT3/ERBB4/NRAS/FZD3/HBEGF/FAS/MDM2/ROCK1/PAK1/PPP1R12C/PTCH1/FZD1/ITGA2/ARAF/RPS6KB1/PIK3R2/ANK3/MRAS/PLCG2/WNT5B/FRS2/NUDT16L1/MIR10A/LUM/WNT7B/AKT3/RDX/FZD4/TWIST2/GAB1/CDC42 31 KEGG hsa04115 p53 signaling pathway 13/949 73/8135 0.07785 0.9335 0.9256 FAS/GTSE1/GORAB/MDM2/RRM2B/ZMAT3/CYCS/SIAH1/COP1/TNFRSF10A/CCND2/BID/PTEN 13 KEGG hsa03008 Ribosome biogenesis in eukaryotes 18/949 109/8135 0.07993 0.9335 0.9256 XRN1/LSG1/UTP15/RIOK2/RPP25/WDR75/FCF1/UTP4/RPP25L/CSNK2A2/RIOK1/WDR36/CSNK2A1/FBLL1/HEATR1/SNU13/TCOF1/XRN2 18 KEGG hsa04932 Non-alcoholic fatty liver disease 24/949 155/8135 0.08906 0.9698 0.9615 NDUFA12/FAS/SOCS3/XBP1/NDUFS7/INSR/PRKAG3/CYCS/PIK3R2/NDUFB2/IL6R/MAPK8/COX8C/UQCR10/COX7B/AKT3/NDUFA11/COX6A1/BID/UQCR11/PRKAB2/MAPK9/CDC42/COX4I1 24 KEGG hsa04070 Phosphatidylinositol signaling system 16/949 97/8135 0.09548 0.9698 0.9615 IMPAD1/ITPKB/PIP4P1/INPP4A/PIK3R2/DGKK/PLCD4/PLCG2/CDS1/DGKQ/PIP4P2/PLCZ1/PTEN/PLCD3/IP6K3/MTMR7 16 KEGG hsa04668 TNF signaling pathway 18/949 112/8135 0.09794 0.9698 0.9615 TAB3/RIPK3/FAS/SOCS3/RIPK1/BIRC3/JAG1/CREB5/PIK3R2/MAP2K7/DAB2IP/EDN1/MLKL/MAPK8/MAP3K8/AKT3/DNM1L/MAPK9 18 KEGG hsa05212 Pancreatic cancer 13/949 76/8135 0.1001 0.9698 0.9615 STAT3/BAD/RALBP1/RALA/ARAF/RPS6KB1/PIK3R2/STAT1/MAPK8/POLK/AKT3/MAPK9/CDC42 13 KEGG hsa05132 Salmonella infection 36/949 249/8135 0.1003 0.9698 0.9615 EXOC5/KPNA4/ARL8B/FBXO22/TAB3/TRAF6/DYNC1LI1/ARF6/RIPK3/TLR9/RIPK1/BIRC3/RALA/PAK1/KIF5B/ACTR3/ARF1/CYCS/AHNAK/MAP2K7/SNX18/EXOC2/PIK3CG/CYTH3/ARPC5L/MLKL/TNFRSF10A/MAPK8/DCTN4/AKT3/TCF7L2/DYNC1I2/TUBB1/PAK3/MAPK9/CDC42 36 KEGG hsa05010 Alzheimer disease 53/949 384/8135 0.1065 0.9698 0.9615 NRAS/NDUFA12/FZD3/ND4/FAS/BAD/ATF6/CACNA1D/NRBF2/XBP1/ATP2A2/NDUFS7/INSR/FZD1/KIF5B/BACE1/CSNK2A2/ARAF/CYCS/PSMB7/PIK3R2/MAP2K7/BACE2/NDUFB2/SLC39A9/CSNK2A1/PSMB4/LRP5/GRIN2B/SLC39A5/WNT5B/MAPT/MCU/MAPK8/SLC39A11/WNT7B/CSNK1E/APH1B/COX8C/UQCR10/COX7B/AKT3/NDUFA11/COX6A1/TUBB1/BID/UQCR11/FZD4/MAPK9/ATP5PB/CHRM3/AMBRA1/COX4I1 53 KEGG hsa04919 Thyroid hormone signaling pathway 19/949 121/8135 0.1083 0.9698 0.9615 GATA4/NRAS/MED30/BAD/MDM2/ATP1B3/ATP2A2/RHEB/CREBBP/PIK3R2/PLCD4/PLCG2/STAT1/NOTCH4/ATP1B4/AKT3/PLCZ1/DIO2/PLCD3 19 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 12/949 70/8135 0.1097 0.9698 0.9615 JAM3/HBEGF/ATP6V1G3/ATP6V0E1/ATP6V0B/PAK1/PLCG2/MAPK8/MAPK9/ATP6V1C1/CDC42/ATP6V1G1 12 KEGG hsa05130 Pathogenic Escherichia coli infection 29/949 197/8135 0.1097 0.9698 0.9615 TAB3/TRAF6/NCL/ARF6/SEC24A/FAS/ROCK1/RAB1A/CLDN23/RIPK1/NFKBIB/GNA13/PAK1/GNA12/ACTR3/WASF2/ARF1/CYCS/NCK1/MYO5B/NLRP4/CYTH3/ARPC5L/TNFRSF10A/MAPK8/TUBB1/PAK3/MAPK9/CDC42 29 KEGG hsa04910 Insulin signaling pathway 21/949 137/8135 0.1149 0.9891 0.9807 SOCS4/EIF4E2/NRAS/PRKAR2A/SOCS3/BAD/RHEB/PPP1R3E/INSR/ARAF/PRKAG3/RPS6KB1/PIK3R2/CBLB/RAPGEF1/MAPK8/AKT3/PPP1R3C/PRKAB2/MAPK9/PPP1R3B 21 KEGG hsa04530 Tight junction 25/949 169/8135 0.1249 1 0.9915 JAM3/GATA4/CACNA1D/ROCK1/CLDN23/RAPGEF6/WHAMM/CRB3/PRKAG3/RAB8B/ACTR3/MAP2K7/PARD6G/SYNPO/CFTR/MAP3K1/MICALL2/ARPC5L/MAPK8/RAP1A/RDX/PRKAB2/MAPK9/YBX3/CDC42 25 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 13/949 79/8135 0.1257 1 0.9915 STAT3/EIF4E2/NRAS/BAD/PDGFD/ARAF/RPS6KB1/PIK3R2/PLCG2/IL6R/AKT3/PTEN/GAB1 13 KEGG hsa03040 Spliceosome 22/949 147/8135 0.1309 1 0.9915 LSM8/CCDC12/PPIL1/PRPF40A/EFTUD2/DDX46/SLU7/U2AF2/PRPF38A/HSPA1L/SRSF10/HNRNPC/THOC2/SMNDC1/RBM8A/TRA2B/SF3A1/SNU13/PLRG1/SF3B6/HNRNPU/ZMAT2 22 KEGG hsa04722 Neurotrophin signaling pathway 18/949 119/8135 0.1492 1 0.9915 TRAF6/RPS6KA3/NRAS/BAD/NFKBIB/PIK3R2/MAP2K7/PLCG2/MAP3K1/CAMK4/FRS2/RAPGEF1/MAPK8/AKT3/RAP1A/GAB1/MAPK9/CDC42 18 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 14/949 89/8135 0.1503 1 0.9915 STAT3/TRAF6/NRAS/TLR9/NFKBIB/CD274/CSNK2A2/NFATC2/RPS6KB1/PIK3R2/CSNK2A1/STAT1/AKT3/PTEN 14 KEGG hsa04666 Fc gamma R-mediated phagocytosis 15/949 97/8135 0.1551 1 0.9915 DOCK1/ARF6/PLA2G4F/ASAP1/PAK1/MARCKS/ACTR3/WASF2/RPS6KB1/PIK3R2/PLCG2/ARPC5L/GSN/AKT3/CDC42 15 KEGG hsa04152 AMPK signaling pathway 18/949 120/8135 0.1575 1 0.9915 CRTC2/PFKFB4/MLYCD/RHEB/INSR/TBC1D1/CREB5/PRKAG3/RPS6KB1/PIK3R2/HNF4A/EEF2/CFTR/SCD5/RAB10/AKT3/PRKAB2/STRADB 18 KEGG hsa01522 Endocrine resistance 15/949 98/8135 0.1647 1 0.9915 NRAS/HBEGF/BAD/MDM2/DLL3/JAG1/ARAF/RPS6KB1/PIK3R2/NOTCH4/DLL4/DLL1/MAPK8/AKT3/MAPK9 15 KEGG hsa05231 Choline metabolism in cancer 15/949 98/8135 0.1647 1 0.9915 SLC22A5/NRAS/SLC44A1/PLA2G4F/PDGFD/RHEB/WASF2/RPS6KB1/PIK3R2/PCYT1A/DGKK/DGKQ/MAPK8/AKT3/MAPK9 15 KEGG hsa00561 Glycerolipid metabolism 10/949 61/8135 0.168 1 0.9915 LPIN3/DGKK/AGPAT5/PLPP5/GPAT4/DGKQ/GPAT2/PNPLA3/LCLAT1/MBOAT1 10 KEGG hsa04014 Ras signaling pathway 32/949 232/8135 0.1775 1 0.9915 ARF6/NRAS/BAD/PLA2G4F/RALBP1/PDGFD/RALA/PAK1/INSR/GNG12/PIK3R2/REL/GNGT2/MRAS/PLCG2/SYNGAP1/GNG7/GRIN2B/EXOC2/ETS1/RASGRF2/EFNA5/MAPK8/RASSF5/AKT3/RAP1A/PAK3/RASA3/GAB1/MAPK9/RASAL2/CDC42 32 KEGG hsa04917 Prolactin signaling pathway 11/949 70/8135 0.1879 1 0.9915 SOCS4/STAT3/CGA/NRAS/SOCS3/PIK3R2/STAT1/MAPK8/AKT3/CCND2/MAPK9 11 KEGG hsa05217 Basal cell carcinoma 10/949 63/8135 0.1941 1 0.9915 FZD3/KIF7/SUFU/PTCH1/FZD1/WNT5B/WNT7B/POLK/TCF7L2/FZD4 10 KEGG hsa04520 Adherens junction 11/949 71/8135 0.2006 1 0.9915 FARP2/NLK/INSR/CSNK2A2/CREBBP/WASF2/LMO7/CSNK2A1/TCF7L2/CDC42/NECTIN2 11 KEGG hsa04260 Cardiac muscle contraction 13/949 87/8135 0.2101 1 0.9915 CACNA1D/ATP1B3/ATP2A2/TPM2/SLC8A1/COX8C/ATP1B4/UQCR10/COX7B/COX6A1/UQCR11/COX4I1/TPM3 13 KEGG hsa05223 Non-small cell lung cancer 11/949 72/8135 0.2136 1 0.9915 STAT3/NRAS/BAD/KIF5B/ARAF/JAK3/PIK3R2/PLCG2/RASSF5/POLK/AKT3 11 KEGG hsa03010 Ribosome 22/949 158/8135 0.2175 1 0.9915 MRPL14/RPS27/RPLP1/RPL22L1/MRPL36/RPS27L/MRPL12/RPL36A/MRPL32/MRPL4/MRPS5/RPL7/MRPL27/FAU/MRPL35/MRPL21/RPL35/MRPS18C/RPS10/MRPL10/MRPS6/RSL24D1 22 KEGG hsa00510 N-Glycan biosynthesis 8/949 50/8135 0.2227 1 0.9915 ALG5/MAN2A1/MGAT3/ALG2/ALG14/SRD5A3/B4GALT1/ALG9 8 KEGG hsa05014 Amyotrophic lateral sclerosis 47/949 364/8135 0.2467 1 0.9915 SQSTM1/ERBB4/GLE1/TARDBP/NDUFA12/ND4/BAD/ATF6/DNAH14/NRBF2/XBP1/RAB1A/RAB39B/DERL1/NDUFS7/UBQLN1/KIF5B/NDC1/RANBP2/SEH1L/CYCS/PSMB7/WDR41/NDUFB2/PSMB4/HSPA5/GRIN2B/MCU/NUP43/DCTN4/COX8C/NUP93/TOMM40L/UQCR10/COX7B/NDUFA11/COX6A1/NUP35/MATR3/TUBB1/BID/UQCR11/ATP5PB/NUP58/AMBRA1/COX4I1/DNAH12 47 KEGG hsa00900 Terpenoid backbone biosynthesis 4/949 22/8135 0.2502 1 0.9915 NUS1/FNTA/DHDDS/IDI1 4 KEGG hsa00730 Thiamine metabolism 3/949 15/8135 0.2512 1 0.9915 NTPCR/TPK1/AK4 3 KEGG hsa00600 Sphingolipid metabolism 8/949 52/8135 0.2562 1 0.9915 CERS5/CERS6/DEGS2/B4GALT6/ACER3/NEU4/SGPP1/SGPP2 8 KEGG hsa04371 Apelin signaling pathway 19/949 139/8135 0.2645 1 0.9915 NRAS/JAG1/GNA13/KLF2/GNG12/PRKAG3/RPS6KB1/GNGT2/MRAS/GNG7/SLC8A1/PIK3CG/CAMK4/MEF2D/AKT3/EGR1/PRKAB2/MEF2A/TFAM 19 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 14/949 100/8135 0.2739 1 0.9915 STAT3/NRAS/PIK3R2/PLCD4/PLCG2/STAT1/EDN1/COL4A4/MAPK8/AKT3/EGR1/MAPK9/PLCD3/CDC42 14 KEGG hsa04072 Phospholipase D signaling pathway 20/949 148/8135 0.2747 1 0.9915 ARF6/NRAS/PLA2G4F/PDGFD/RALA/GNA13/RHEB/GNA12/INSR/ARF1/PIK3R2/DGKK/AGPAT5/MRAS/PLCG2/PIK3CG/DGKQ/CYTH3/AKT3/GAB1 20 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 60/949 476/8135 0.2758 1 0.9915 GRIA3/SQSTM1/UBE2G1/TARDBP/NRAS/NDUFA12/FZD3/ND4/FAS/BAD/ATF6/CACNA1D/DNAH14/UBE2J1/NRBF2/XBP1/RAB1A/RAB39B/ATP2A2/PARK7/DERL1/LRRK2/NDUFS7/FZD1/KIF5B/CSNK2A2/ARAF/CYCS/PSMB7/WDR41/MAP2K7/NDUFB2/CSNK2A1/PSMB4/LRP5/HSPA5/GRIN2B/WNT5B/MAPT/MCU/MAPK8/DCTN4/WNT7B/CSNK1E/COX8C/TOMM40L/UQCR10/COX7B/NDUFA11/COX6A1/TUBB1/BID/UQCR11/FZD4/MAPK9/ATP5PB/CHRM3/AMBRA1/COX4I1/DNAH12 60 KEGG hsa00515 Mannose type O-glycan biosynthesis 4/949 23/8135 0.2773 1 0.9915 POMGNT1/ST3GAL3/FKRP/B4GALT1 4 KEGG hsa05160 Hepatitis C 21/949 157/8135 0.2844 1 0.9915 STAT3/IFNAR2/TRAF6/NRAS/FAS/SOCS3/BAD/SCARB1/CLDN23/RIPK1/YWHAG/DDX58/ARAF/OAS2/CYCS/PIK3R2/STAT1/IFNAR1/EIF3E/AKT3/BID 21 KEGG hsa04930 Type II diabetes mellitus 7/949 46/8135 0.2862 1 0.9915 SOCS4/SOCS3/CACNA1D/INSR/PIK3R2/MAPK8/MAPK9 7 KEGG hsa04066 HIF-1 signaling pathway 15/949 109/8135 0.2869 1 0.9915 STAT3/PGK1/EIF4E2/PDK1/INSR/CREBBP/RPS6KB1/PIK3R2/PLCG2/IL6R/ALDOA/ELOB/EDN1/EGLN3/AKT3 15 KEGG hsa03460 Fanconi anemia pathway 8/949 54/8135 0.2911 1 0.9915 RMI2/EME1/FANCF/POLI/REV1/POLK/REV3L/ERCC4 8 KEGG hsa00190 Oxidative phosphorylation 18/949 134/8135 0.2975 1 0.9915 NDUFA12/ND4/ATP6V1G3/ATP6V0E1/ATP6V0B/NDUFS7/CYCS/NDUFB2/COX8C/UQCR10/COX7B/NDUFA11/COX6A1/UQCR11/ATP6V1C1/ATP5PB/ATP6V1G1/COX4I1 18 KEGG hsa05210 Colorectal cancer 12/949 86/8135 0.299 1 0.9915 NRAS/BAD/RALA/ARAF/CYCS/RPS6KB1/PIK3R2/MAPK8/POLK/AKT3/TCF7L2/MAPK9 12 KEGG hsa00513 Various types of N-glycan biosynthesis 6/949 39/8135 0.3001 1 0.9915 MAN2A1/ST3GAL3/ALG2/ALG14/B4GALT1/ALG9 6 KEGG hsa04310 Wnt signaling pathway 22/949 167/8135 0.3036 1 0.9915 FZD3/NLK/TLE4/FZD1/CSNK2A2/CREBBP/NFATC2/LGR4/CSNK2A1/LRP5/SIAH1/WNT5B/VANGL2/ROR1/MAPK8/WNT7B/CSNK1E/TCF7L2/CCND2/FZD4/MAPK9/NKD2 22 KEGG hsa04071 Sphingolipid signaling pathway 16/949 119/8135 0.311 1 0.9915 NRAS/ROCK1/GNA13/GNA12/CERS5/CERS6/DEGS2/PIK3R2/S1PR2/MAPK8/AKT3/SGPP1/BID/PTEN/MAPK9/SGPP2 16 KEGG hsa05145 Toxoplasmosis 15/949 112/8135 0.3245 1 0.9915 STAT3/TRAF6/BAD/HLA-DOA/BIRC3/NFKBIB/LAMB4/HSPA1L/CYCS/STAT1/PIK3CG/MAPK8/AKT3/MAPK9/XIAP 15 KEGG hsa04625 C-type lectin receptor signaling pathway 14/949 104/8135 0.3257 1 0.9915 NRAS/PLK3/MDM2/CLEC4E/PAK1/NFATC2/PIK3R2/MRAS/PLCG2/STAT1/CBLB/MAPK8/AKT3/MAPK9 14 KEGG hsa04660 T cell receptor signaling pathway 14/949 104/8135 0.3257 1 0.9915 NRAS/NFKBIB/PAK1/NFATC2/NCK1/PIK3R2/MAP2K7/CBLB/MAPK8/MAP3K8/AKT3/PAK3/MAPK9/CDC42 14 KEGG hsa00920 Sulfur metabolism 2/949 10/8135 0.3287 1 0.9915 IMPAD1/BPNT1 2 KEGG hsa05135 Yersinia infection 18/949 137/8135 0.3318 1 0.9915 SKAP2/DOCK1/BCAR1/TRAF6/RPS6KA3/ARF6/ROCK1/ACTR3/NFATC2/WASF2/PIK3R2/MAP2K7/GIT2/ARPC5L/MAPK8/AKT3/MAPK9/CDC42 18 KEGG hsa05161 Hepatitis B 21/949 162/8135 0.3368 1 0.9915 STAT3/TRAF6/NRAS/FAS/BAD/DDX58/ARAF/CREBBP/JAK3/CREB5/NFATC2/CYCS/PIK3R2/MAP2K7/MAP3K1/STAT1/IFNAR1/MAPK8/AKT3/BID/MAPK9 21 KEGG hsa04130 SNARE interactions in vesicular transport 5/949 33/8135 0.3396 1 0.9915 VTI1A/VTI1B/STX17/STX11/STX6 5 KEGG hsa05170 Human immunodeficiency virus 1 infection 27/949 212/8135 0.3425 1 0.9915 TAP2/TRAF6/NRAS/AP1S2/FAS/BAD/B2M/RIPK1/PAK1/GNG12/NFATC2/CYCS/RPS6KB1/CUL5/PIK3R2/MAP2K7/GNGT2/PLCG2/GNG7/TRIM5/ELOB/MAPK8/AKT3/PAK3/BID/MAPK9/PDIA3 27 KEGG hsa00562 Inositol phosphate metabolism 10/949 73/8135 0.3445 1 0.9915 ITPKB/INPP4A/PLCD4/PLCG2/PIK3CG/PLCZ1/PTEN/PLCD3/MTMR7/MIOX 10 KEGG hsa01524 Platinum drug resistance 10/949 73/8135 0.3445 1 0.9915 FAS/BAD/MDM2/BIRC3/CYCS/PIK3R2/AKT3/REV3L/BID/XIAP 10 KEGG hsa05224 Breast cancer 19/949 147/8135 0.3526 1 0.9915 NRAS/FZD3/DLL3/JAG1/FZD1/ARAF/RPS6KB1/PIK3R2/LRP5/NOTCH4/WNT5B/DLL4/DLL1/WNT7B/POLK/AKT3/TCF7L2/FZD4/PTEN 19 KEGG hsa04146 Peroxisome 11/949 82/8135 0.3588 1 0.9915 ACSL5/MLYCD/PEX5L/PECR/PEX13/CROT/PEX2/FAR2/NUDT19/FAR1/HACL1 11 KEGG hsa05131 Shigellosis 31/949 247/8135 0.3592 1 0.9915 DOCK1/SQSTM1/BCAR1/TAB3/TRAF6/ARF6/RRAGC/MDM2/ROCK1/RIPK1/NFKBIB/ACTR3/WASF2/ARF1/CYCS/RPS6KB1/PIK3R2/PLCD4/PLCG2/CBX3/CYTH3/ARPC5L/MAPK8/AKT3/ATG16L1/UBE2D3/PLCZ1/MAPK9/CALCOCO2/PLCD3/CDC42 31 KEGG hsa04218 Cellular senescence 20/949 156/8135 0.3612 1 0.9915 SQSTM1/GATA4/NRAS/CACNA1D/MDM2/RAD1/LIN37/RHEB/NFATC2/PIK3R2/MRAS/LIN54/ETS1/CDKN2B/MCU/RASSF5/AKT3/CCND2/PTEN/HIPK3 20 KEGG hsa05213 Endometrial cancer 8/949 58/8135 0.3639 1 0.9915 NRAS/BAD/ARAF/PIK3R2/POLK/AKT3/TCF7L2/PTEN 8 KEGG hsa00130 Ubiquinone and other terpenoid-quinone biosynthesis 2/949 11/8135 0.3733 1 0.9915 COQ5/COQ3 2 KEGG hsa04714 Thermogenesis 29/949 232/8135 0.3743 1 0.9915 NDUFAF5/RPS6KA3/NRAS/NDUFA12/ND4/ACSL5/NDUFAF4/RHEB/NDUFS7/NDUFAF6/CREB5/PRKAG3/RPS6KB1/NDUFB2/COX18/NDUFAF7/FRS2/COA5/COX8C/UQCR10/COX7B/NDUFA11/COX6A1/COA7/UQCR11/COX14/PRKAB2/ATP5PB/COX4I1 29 KEGG hsa05171 Coronavirus disease - COVID-19 29/949 232/8135 0.3743 1 0.9915 STAT3/RPS27/RPLP1/IFNAR2/RPL22L1/TRAF6/TLR8/HBEGF/RPS27L/MASP1/NFKBIB/RPL36A/DDX58/RPL7/OAS2/FAU/PIK3R2/VWF/PLCG2/IL6R/STAT1/IFNAR1/RPL35/RPS10/MAPK8/C7/RSL24D1/MAPK9/ACE 29 KEGG hsa04514 Cell adhesion molecules 19/949 149/8135 0.3756 1 0.9915 JAM3/LRRC4B/NLGN2/CDH4/NRXN1/HLA-DOA/NTNG2/CLDN23/CD274/PDCD1LG2/PVR/NTNG1/CD276/NEO1/LRRC4/NFASC/TIGIT/NECTIN2/CNTN2 19 KEGG hsa04370 VEGF signaling pathway 8/949 59/8135 0.3824 1 0.9915 NRAS/BAD/PLA2G4F/NFATC2/PIK3R2/PLCG2/AKT3/CDC42 8 KEGG hsa04658 Th1 and Th2 cell differentiation 12/949 92/8135 0.3863 1 0.9915 HLA-DOA/DLL3/JAG1/NFKBIB/JAK3/NFATC2/STAT1/DLL4/DLL1/MAPK8/RUNX3/MAPK9 12 KEGG hsa05222 Small cell lung cancer 12/949 92/8135 0.3863 1 0.9915 TRAF6/BIRC3/ITGA2/LAMB4/CYCS/PIK3R2/CDKN2B/COL4A4/POLK/AKT3/PTEN/XIAP 12 KEGG hsa04966 Collecting duct acid secretion 4/949 27/8135 0.3881 1 0.9915 ATP6V1G3/ATP6V0E1/ATP6V1C1/ATP6V1G1 4 KEGG hsa04217 Necroptosis 20/949 159/8135 0.395 1 0.9915 SQSTM1/STAT3/IFNAR2/RIPK3/FAS/PLA2G4F/RIPK1/BIRC3/JAK3/FAF1/STAT1/HMGB1/IFNAR1/MLKL/TNFRSF10A/MAPK8/DNM1L/BID/MAPK9/XIAP 20 KEGG hsa04510 Focal adhesion 25/949 201/8135 0.3976 1 0.9915 ITGB4/DOCK1/BCAR1/BAD/ROCK1/PDGFD/BIRC3/PAK1/PPP1R12C/ITGA2/LAMB4/PIK3R2/VWF/PARVB/RAPGEF1/COL4A4/MAPK8/AKT3/CCND2/RAP1A/PAK3/PTEN/MAPK9/CDC42/XIAP 25 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 18/949 143/8135 0.4029 1 0.9915 STAT3/NRAS/FZD3/ID4/ZFHX3/FZD1/JAK3/SMARCAD1/PIK3R2/PCGF6/WNT5B/KAT6A/WNT7B/AKT3/PAX6/FZD4/PCGF5/TCF3 18 KEGG hsa05100 Bacterial invasion of epithelial cells 10/949 77/8135 0.4099 1 0.9915 DOCK1/BCAR1/ACTR3/WASF2/MAD2L2/CD2AP/PIK3R2/ARPC5L/GAB1/CDC42 10 KEGG hsa04914 Progesterone-mediated oocyte maturation 13/949 102/8135 0.4114 1 0.9915 RPS6KA3/CPEB3/CDC23/ARAF/MAD2L2/PIK3R2/STK10/CDC26/ANAPC7/MAPK8/AKT3/ANAPC10/MAPK9 13 KEGG hsa04920 Adipocytokine signaling pathway 9/949 69/8135 0.4146 1 0.9915 STAT3/SOCS3/ACSL5/NFKBIB/PRKAG3/MAPK8/AKT3/PRKAB2/MAPK9 9 KEGG hsa03022 Basal transcription factors 6/949 45/8135 0.4304 1 0.9915 GTF2A1/TAF4B/TAF3/TAF13/GTF2H3/TAF6L 6 KEGG hsa01250 Biosynthesis of nucleotide sugars 5/949 37/8135 0.4365 1 0.9915 PGM2/UXS1/NANP/GNPNAT1/MIOX 5 KEGG hsa04213 Longevity regulating pathway - multiple species 8/949 62/8135 0.438 1 0.9915 NRAS/INSR/HSPA1L/PRKAG3/RPS6KB1/PIK3R2/AKT3/PRKAB2 8 KEGG hsa04620 Toll-like receptor signaling pathway 13/949 104/8135 0.44 1 0.9915 IFNAR2/TRAF6/TLR8/TLR9/RIPK1/PIK3R2/MAP2K7/STAT1/IFNAR1/MAPK8/MAP3K8/AKT3/MAPK9 13 KEGG hsa04392 Hippo signaling pathway - multiple species 4/949 29/8135 0.4431 1 0.9915 PAK1/MOB1B/CSNK1E/TEAD2 4 KEGG hsa03250 Viral life cycle - HIV-1 8/949 63/8135 0.4565 1 0.9915 NELFCD/CREBBP/RANBP2/BICD1/TRIM5/PDCD6IP/CCNT2/CPSF6 8 KEGG hsa03450 Non-homologous end-joining 2/949 13/8135 0.4584 1 0.9915 DCLRE1C/LIG4 2 KEGG hsa05340 Primary immunodeficiency 5/949 38/8135 0.4603 1 0.9915 TAP2/DCLRE1C/IL7R/JAK3/AICDA 5 KEGG hsa05215 Prostate cancer 12/949 97/8135 0.4608 1 0.9915 NRAS/BAD/MDM2/PDGFD/ARAF/CREBBP/CREB5/PIK3R2/AKT3/TCF7L2/PTEN/ETV5 12 KEGG hsa05218 Melanoma 9/949 72/8135 0.4665 1 0.9915 NRAS/BAD/MDM2/PDGFD/ARAF/PIK3R2/POLK/AKT3/PTEN 9 KEGG hsa04211 Longevity regulating pathway 11/949 89/8135 0.4678 1 0.9915 EIF4E2/NRAS/RHEB/INSR/CREB5/PRKAG3/RPS6KB1/PIK3R2/CAMK4/AKT3/PRKAB2 11 KEGG hsa00030 Pentose phosphate pathway 4/949 30/8135 0.4701 1 0.9915 PRPS2/PGM2/RPE/ALDOA 4 KEGG hsa01523 Antifolate resistance 4/949 30/8135 0.4701 1 0.9915 MTHFR/ABCC4/SLC19A1/ABCC3 4 KEGG hsa05410 Hypertrophic cardiomyopathy 11/949 90/8135 0.4832 1 0.9915 ITGB4/CACNA1D/ATP2A2/ITGA2/TPM2/PRKAG3/SLC8A1/EDN1/PRKAB2/ACE/TPM3 11 KEGG hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 2/949 14/8135 0.4984 1 0.9915 ST3GAL3/B4GALT1 2 KEGG hsa04964 Proximal tubule bicarbonate reclamation 3/949 23/8135 0.5129 1 0.9915 ATP1B3/GLS/ATP1B4 3 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 6/949 49/8135 0.5155 1 0.9915 PGM2/GNPDA2/UXS1/NANP/GNPNAT1/CYB5R4 6 KEGG hsa05214 Glioma 9/949 75/8135 0.5176 1 0.9915 NRAS/MDM2/ARAF/PIK3R2/PLCG2/CAMK4/POLK/AKT3/PTEN 9 KEGG hsa05221 Acute myeloid leukemia 8/949 67/8135 0.5288 1 0.9915 STAT3/NRAS/BAD/ARAF/RPS6KB1/PIK3R2/AKT3/TCF7L2 8 KEGG hsa04912 GnRH signaling pathway 11/949 93/8135 0.5289 1 0.9915 CGA/NRAS/HBEGF/CACNA1D/PLA2G4F/MAP2K7/MAP3K1/MAPK8/EGR1/MAPK9/CDC42 11 KEGG hsa04935 Growth hormone synthesis, secretion and action 14/949 119/8135 0.5295 1 0.9915 STAT3/BCAR1/NRAS/SOCS3/CACNA1D/CREBBP/CREB5/PIK3R2/PLCG2/MAP3K1/STAT1/MAPK8/AKT3/MAPK9 14 KEGG hsa05219 Bladder cancer 5/949 41/8135 0.5299 1 0.9915 NRAS/HBEGF/MDM2/ARAF/DAPK3 5 KEGG hsa05012 Parkinson disease 31/949 266/8135 0.5318 1 0.9915 UBE2G1/NDUFA12/ND4/ATF6/UBE2J1/XBP1/PARK7/LRRK2/NDUFS7/KIF5B/CYCS/PSMB7/NDUFB2/SLC39A9/PSMB4/HSPA5/SLC39A5/MAPT/MCU/MAPK8/SLC39A11/COX8C/UQCR10/COX7B/NDUFA11/COX6A1/TUBB1/UQCR11/MAPK9/ATP5PB/COX4I1 31 KEGG hsa04380 Osteoclast differentiation 15/949 128/8135 0.5341 1 0.9915 SQSTM1/IFNAR2/TRAF6/SOCS3/NFATC2/PIK3R2/MAP2K7/PLCG2/STAT1/CAMK4/IFNAR1/MAPK8/AKT3/MAPK9/SIRPG 15 KEGG hsa04979 Cholesterol metabolism 6/949 50/8135 0.5361 1 0.9915 SCARB1/NPC1/APOC2/LRPAP1/APOH/APOC3 6 KEGG hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 3/949 24/8135 0.5426 1 0.9915 HS6ST1/HS3ST3B1/HS2ST1 3 KEGG hsa04350 TGF-beta signaling pathway 11/949 94/8135 0.5439 1 0.9915 TGIF1/RGMA/ID4/ROCK1/CREBBP/ZFYVE16/RPS6KB1/NEO1/GREM2/CDKN2B/RGMB 11 KEGG hsa04934 Cushing syndrome 18/949 155/8135 0.5462 1 0.9915 AIPL1/FZD3/USP8/CACNA1D/SCARB1/PDE8A/KMT2A/FZD1/CREB5/KCNK3/WNT5B/CDKN2B/CACNA1H/WNT7B/TCF7L2/RAP1A/FZD4/RASD1 18 KEGG hsa04664 Fc epsilon RI signaling pathway 8/949 68/8135 0.5463 1 0.9915 NRAS/PLA2G4F/PIK3R2/MAP2K7/PLCG2/MAPK8/AKT3/MAPK9 8 KEGG hsa04010 MAPK signaling pathway 34/949 294/8135 0.5501 1 0.9915 ERBB4/TAOK1/TRAF6/RPS6KA3/NRAS/FAS/CACNA1D/PLA2G4F/NLK/PDGFD/MAP3K6/PAK1/GNA12/INSR/GNG12/HSPA1L/ARAF/MAP2K7/MAPK8IP3/MRAS/MAP3K1/LAMTOR3/MAP3K13/RASGRF2/MAPT/EFNA5/PPM1A/CACNA1H/MAPK8/MAP3K8/AKT3/RAP1A/MAPK9/CDC42 34 KEGG hsa00270 Cysteine and methionine metabolism 6/949 51/8135 0.5562 1 0.9915 BHMT2/MAT2B/DNMT3A/CBS/MTAP/GCLM 6 KEGG hsa04725 Cholinergic synapse 13/949 113/8135 0.5657 1 0.9915 NRAS/CACNA1D/GNG12/CREB5/PIK3R2/GNGT2/GNG7/PIK3CG/CAMK4/AKT3/KCNQ4/CHRNB2/CHRM3 13 KEGG hsa04721 Synaptic vesicle cycle 9/949 78/8135 0.567 1 0.9915 ATP6V1G3/CPLX2/AP2A1/SLC6A11/ATP6V0E1/ATP6V0B/SLC6A5/ATP6V1C1/ATP6V1G1 9 KEGG hsa04810 Regulation of actin cytoskeleton 25/949 218/8135 0.569 1 0.9915 SPATA13/ITGB4/SSH2/DOCK1/BCAR1/NRAS/ROCK1/PDGFD/GNA13/PAK1/GNA12/PPP1R12C/ITGA2/GNG12/ARAF/ACTR3/WASF2/PIK3R2/MRAS/ARPC5L/GSN/PAK3/RDX/CDC42/CHRM3 25 KEGG hsa04622 RIG-I-like receptor signaling pathway 8/949 70/8135 0.5806 1 0.9915 TRAF6/RIPK1/NFKBIB/AZI2/DDX58/MAP3K1/MAPK8/MAPK9 8 KEGG hsa03015 mRNA surveillance pathway 11/949 97/8135 0.5876 1 0.9915 CPSF3/PAPOLG/GLE1/TARDBP/CPSF2/DAZAP1/PAPOLA/RBM8A/CSTF3/RNPS1/CPSF6 11 KEGG hsa05020 Prion disease 31/949 273/8135 0.5936 1 0.9915 NDUFA12/ND4/BAD/CACNA1D/NDUFS7/KIF5B/HSPA1L/CSNK2A2/CREB5/CYCS/PSMB7/PIK3R2/NDUFB2/CSNK2A1/PSMB4/HSPA5/GRIN2B/MCU/MAPK8/C7/COX8C/UQCR10/COX7B/NDUFA11/EGR1/COX6A1/TUBB1/UQCR11/MAPK9/ATP5PB/COX4I1 31 KEGG hsa04950 Maturity onset diabetes of the young 3/949 26/8135 0.5988 1 0.9915 FOXA3/HNF4A/PAX6 3 KEGG hsa04936 Alcoholic liver disease 16/949 142/8135 0.5988 1 0.9915 IL17RA/TAB3/TRAF6/FAS/RIPK1/MLYCD/LPIN3/PRKAG3/MAP2K7/TRA2B/SCD5/MAPK8/AKT3/TCF7L2/PRKAB2/MAPK9 16 KEGG hsa00450 Selenocompound metabolism 2/949 17/8135 0.6063 1 0.9915 SEPSECS/MARS2 2 KEGG hsa05017 Spinocerebellar ataxia 16/949 143/8135 0.6105 1 0.9915 GRIA3/KCNC3/NRBF2/XBP1/ATP2A2/CYCS/PSMB7/PIK3R2/PSMB4/GRIN2B/MCU/MAPK8/AKT3/MAPK9/OMA1/AMBRA1 16 KEGG hsa02010 ABC transporters 5/949 45/8135 0.6157 1 0.9915 TAP2/ABCB10/ABCC4/CFTR/ABCC3 5 KEGG hsa00760 Nicotinate and nicotinamide metabolism 4/949 36/8135 0.6188 1 0.9915 SIRT5/NNMT/NAMPT/ASPDH 4 KEGG hsa04929 GnRH secretion 7/949 64/8135 0.6306 1 0.9915 CGA/NRAS/CACNA1D/PIK3R2/KISS1R/CACNA1H/AKT3 7 KEGG hsa04210 Apoptosis 15/949 136/8135 0.6324 1 0.9915 NRAS/FAS/BAD/RIPK1/BIRC3/CYCS/PIK3R2/CASP2/DAB2IP/TNFRSF10A/MAPK8/AKT3/BID/MAPK9/XIAP 15 KEGG hsa05165 Human papillomavirus infection 37/949 331/8135 0.6374 1 0.9915 ITGB4/HES7/IFNAR2/NRAS/FZD3/FAS/BAD/MDM2/ATP6V1G3/JAG1/ATP6V0E1/ATP6V0B/RHEB/FZD1/ITGA2/CRB3/LAMB4/CREBBP/CREB5/RPS6KB1/PIK3R2/VWF/PARD6G/STAT1/IFNAR1/NOTCH4/WNT5B/COL4A4/WNT7B/AKT3/TCF7L2/CCND2/FZD4/PTEN/ATP6V1C1/CDC42/ATP6V1G1 37 KEGG hsa00061 Fatty acid biosynthesis 2/949 18/8135 0.6382 1 0.9915 ACSL5/OLAH 2 KEGG hsa00511 Other glycan degradation 2/949 18/8135 0.6382 1 0.9915 FUCA1/NEU4 2 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 4/949 37/8135 0.641 1 0.9915 ATP1B3/INSR/PIK3R2/ATP1B4 4 KEGG hsa05216 Thyroid cancer 4/949 37/8135 0.641 1 0.9915 NRAS/POLK/TCF7L2/TPM3 4 KEGG hsa00514 Other types of O-glycan biosynthesis 5/949 47/8135 0.6549 1 0.9915 GALNT9/ST3GAL3/COLGALT1/GALNT10/B4GALT1 5 KEGG hsa04973 Carbohydrate digestion and absorption 5/949 47/8135 0.6549 1 0.9915 CACNA1D/ATP1B3/PIK3R2/ATP1B4/AKT3 5 KEGG hsa01230 Biosynthesis of amino acids 8/949 75/8135 0.6604 1 0.9915 PRPS2/PGK1/RPE/MAT2B/CBS/ALDH18A1/ACY1/ALDOA 8 KEGG hsa05134 Legionellosis 6/949 57/8135 0.6675 1 0.9915 CR1/RAB1A/SAR1B/HSPA1L/ARF1/CYCS 6 KEGG hsa01232 Nucleotide metabolism 9/949 85/8135 0.6725 1 0.9915 NT5C3A/CMPK1/RRM2B/NTPCR/CMPK2/ENTPD1/GMPS/AK3/AK4 9 KEGG hsa04022 cGMP-PKG signaling pathway 18/949 167/8135 0.6769 1 0.9915 GATA4/BAD/CACNA1D/ROCK1/ATP1B3/GNA13/ATP2A2/GNA12/INSR/CREB5/NFATC2/SLC8A1/PIK3CG/MEF2D/ATP1B4/AKT3/KCNMB4/MEF2A 18 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 21/949 194/8135 0.6775 1 0.9915 STAT3/IFNAR2/NRAS/FAS/GNG12/CREBBP/NFATC2/CYCS/PIK3R2/MAP2K7/GNGT2/PLCG2/GNG7/STAT1/PIK3CG/IFNAR1/MAPK8/AKT3/TCF7L2/BID/MAPK9 21 KEGG hsa04720 Long-term potentiation 7/949 67/8135 0.6791 1 0.9915 RPS6KA3/NRAS/ARAF/CREBBP/GRIN2B/CAMK4/RAP1A 7 KEGG hsa04064 NF-kappa B signaling pathway 11/949 104/8135 0.6816 1 0.9915 TAB3/TRAF6/UBE2I/RIPK1/BIRC3/TNFSF13B/DDX58/CSNK2A2/CSNK2A1/PLCG2/XIAP 11 KEGG hsa00240 Pyrimidine metabolism 6/949 58/8135 0.6843 1 0.9915 NT5C3A/CMPK1/RRM2B/UMPS/CMPK2/ENTPD1 6 KEGG hsa00480 Glutathione metabolism 6/949 58/8135 0.6843 1 0.9915 GSR/RRM2B/TXNDC12/GGT7/CHAC2/GCLM 6 KEGG hsa05225 Hepatocellular carcinoma 18/949 168/8135 0.6869 1 0.9915 NRAS/FZD3/BAD/ARID2/FZD1/ARAF/RPS6KB1/PIK3R2/PLCG2/LRP5/WNT5B/WNT7B/POLK/AKT3/TCF7L2/FZD4/PTEN/GAB1 18 KEGG hsa05166 Human T-cell leukemia virus 1 infection 24/949 222/8135 0.6875 1 0.9915 NRAS/B2M/HLA-DOA/CDC23/CRTC2/CREBBP/JAK3/CREB5/NFATC2/PIK3R2/MAP3K1/CDC26/ANAPC7/ETS1/CDKN2B/MAPK8/AKT3/CCND2/EGR1/ANAPC10/PTEN/MAPK9/TCF3/XIAP 24 KEGG hsa00565 Ether lipid metabolism 5/949 49/8135 0.6915 1 0.9915 PAFAH1B2/SELENOI/PLA2G4F/ENPP6/LPCAT2 5 KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 24/949 223/8135 0.6961 1 0.9915 NRAS/NDUFA12/ND4/BAD/NDUFS7/ARAF/PIK3R2/MAP2K7/NDUFB2/MAPK8/AKR1C2/COX8C/UQCR10/COX7B/AKT3/NDUFA11/COX6A1/UQCR11/PTEN/MAPK9/PRKD2/ATP5PB/SLC26A2/COX4I1 24 KEGG hsa05033 Nicotine addiction 4/949 40/8135 0.7021 1 0.9915 GRIA3/GABRA4/GRIN2B/CHRNB2 4 KEGG hsa05163 Human cytomegalovirus infection 24/949 225/8135 0.7127 1 0.9915 TAP2/STAT3/BCAR1/NRAS/FAS/MDM2/B2M/ROCK1/RIPK1/GNA13/RHEB/GNA12/GNG12/CREB5/NFATC2/CYCS/RPS6KB1/PIK3R2/GNGT2/IL6R/GNG7/AKT3/BID/PDIA3 24 KEGG hsa05164 Influenza A 18/949 171/8135 0.7156 1 0.9915 IFNAR2/FAS/SOCS3/HLA-DOA/NFKBIB/KPNA6/DDX58/CREBBP/OAS2/CYCS/PIK3R2/KPNA5/STAT1/IFNAR1/TNFRSF10A/AKT3/BID/CALCOCO2 18 KEGG hsa04730 Long-term depression 6/949 60/8135 0.716 1 0.9915 GRIA3/NRAS/PLA2G4F/GNA13/GNA12/ARAF 6 KEGG hsa04630 JAK-STAT signaling pathway 17/949 162/8135 0.7166 1 0.9915 SOCS4/STAT3/IFNAR2/SOCS3/IL7R/OSM/CREBBP/JAK3/PIK3R2/IL6R/STAT1/IL20RB/IFNAR1/AKT3/CCND2/IFNLR1/IL21R 17 KEGG hsa01240 Biosynthesis of cofactors 16/949 153/8135 0.7178 1 0.9915 SDR16C5/CMPK1/MAT2B/RDH13/UMPS/CMPK2/DLD/COQ5/TPK1/AK3/AK4/ASPDH/MMAB/COQ3/TDO2/GCLM 16 KEGG hsa00052 Galactose metabolism 3/949 31/8135 0.7182 1 0.9915 PGM2/B4GALT1/GALM 3 KEGG hsa03440 Homologous recombination 4/949 41/8135 0.7207 1 0.9915 BRCC3/RAD52/EME1/BARD1 4 KEGG hsa04216 Ferroptosis 4/949 41/8135 0.7207 1 0.9915 ACSL5/PCBP2/ATG7/GCLM 4 KEGG hsa04925 Aldosterone synthesis and secretion 10/949 98/8135 0.7211 1 0.9915 CACNA1D/SCARB1/ATP1B3/DAGLB/CREB5/KCNK3/CAMK4/CACNA1H/ATP1B4/PRKD2 10 KEGG hsa04659 Th17 cell differentiation 11/949 108/8135 0.7291 1 0.9915 STAT3/HLA-DOA/NFKBIB/JAK3/NFATC2/RORC/IL6R/STAT1/MAPK8/IL21R/MAPK9 11 KEGG hsa00380 Tryptophan metabolism 4/949 42/8135 0.7384 1 0.9915 ACMSD/DLD/DHTKD1/TDO2 4 KEGG hsa04136 Autophagy - other 3/949 32/8135 0.7385 1 0.9915 ATG4C/ATG7/ATG16L1 3 KEGG hsa00230 Purine metabolism 13/949 128/8135 0.744 1 0.9915 PRPS2/PGM2/ADPRM/PDE6D/NUDT5/RRM2B/PDE8A/NTPCR/PDE4A/ENTPD1/GMPS/AK3/AK4 13 KEGG hsa00220 Arginine biosynthesis 2/949 22/8135 0.7454 1 0.9915 GLS/ACY1 2 KEGG hsa04024 cAMP signaling pathway 23/949 221/8135 0.7529 1 0.9915 GRIA3/CGA/BAD/CACNA1D/ROCK1/ATP1B3/ATP2A2/PDE4A/PAK1/PTCH1/ABCC4/CREBBP/CREB5/PIK3R2/CFTR/GRIN2B/CAMK4/EDN1/MAPK8/ATP1B4/AKT3/RAP1A/MAPK9 23 KEGG hsa05207 Chemical carcinogenesis - receptor activation 22/949 212/8135 0.7539 1 0.9915 STAT3/KPNA4/AIPL1/RPS6KA3/NRAS/BAD/CACNA1D/DLL3/JAG1/KPNA6/CREB5/RPS6KB1/PIK3R2/KPNA5/PAQR8/MIRLET7D/BCL6/DLL4/DLL1/AKT3/CHRNB2/XIAP 22 KEGG hsa05415 Diabetic cardiomyopathy 21/949 203/8135 0.7551 1 0.9915 GSR/NDUFA12/ND4/ATP2A2/NDUFS7/INSR/PIK3R2/NDUFB2/MAPK8/COX8C/UQCR10/COX7B/AKT3/NDUFA11/COX6A1/UQCR11/PTEN/MAPK9/ATP5PB/ACE/COX4I1 21 KEGG hsa05226 Gastric cancer 15/949 149/8135 0.7666 1 0.9915 NRAS/FZD3/FZD1/ARAF/RPS6KB1/PIK3R2/LRP5/WNT5B/CDKN2B/WNT7B/POLK/AKT3/TCF7L2/FZD4/GAB1 15 KEGG hsa04962 Vasopressin-regulated water reabsorption 4/949 44/8135 0.7713 1 0.9915 DYNC1LI1/CREB5/DCTN4/DYNC1I2 4 KEGG hsa05016 Huntington disease 32/949 306/8135 0.7742 1 0.9915 GRIA3/NDUFA12/ND4/DNAH14/NRBF2/AP2A1/NDUFS7/KIF5B/TAF4B/CREBBP/CREB5/CYCS/PSMB7/MAP2K7/NDUFB2/PSMB4/GRIN2B/MAPK8/DCTN4/COX8C/UQCR10/COX7B/NDUFA11/COX6A1/TUBB1/UQCR11/MAPK9/ATP5PB/TFAM/AMBRA1/COX4I1/DNAH12 32 KEGG hsa03020 RNA polymerase 3/949 34/8135 0.7755 1 0.9915 POLR1B/ZNRD1/POLR3A 3 KEGG hsa04142 Lysosome 13/949 132/8135 0.7823 1 0.9915 AP3M1/MFSD8/AP1S2/SLC11A1/HGSNAT/AP4E1/NPC1/ATP6V0B/LAMP2/FUCA1/NAPSA/NCOA7/AP4S1 13 KEGG hsa04657 IL-17 signaling pathway 9/949 94/8135 0.7829 1 0.9915 IL17RA/TAB3/TRAF6/IL17C/IL17RE/USP25/MAPK15/MAPK8/MAPK9 9 KEGG hsa04927 Cortisol synthesis and secretion 6/949 65/8135 0.7855 1 0.9915 CACNA1D/SCARB1/PDE8A/CREB5/KCNK3/CACNA1H 6 KEGG hsa03320 PPAR signaling pathway 7/949 75/8135 0.7874 1 0.9915 ME3/ACSL5/FADS2/SLC27A5/PLIN5/SCD5/APOC3 7 KEGG hsa04918 Thyroid hormone synthesis 7/949 75/8135 0.7874 1 0.9915 GSR/CGA/ATP1B3/DUOXA2/CREB5/HSPA5/ATP1B4 7 KEGG hsa04977 Vitamin digestion and absorption 2/949 24/8135 0.788 1 0.9915 SCARB1/SLC19A1 2 KEGG hsa04923 Regulation of lipolysis in adipocytes 5/949 56/8135 0.7981 1 0.9915 CGA/INSR/ABHD5/PIK3R2/AKT3 5 KEGG hsa05220 Chronic myeloid leukemia 7/949 76/8135 0.7988 1 0.9915 NRAS/BAD/MDM2/ARAF/PIK3R2/POLK/AKT3 7 KEGG hsa03050 Proteasome 4/949 46/8135 0.8009 1 0.9915 POMP/PSMB7/PSMB4/PSMF1 4 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 10/949 106/8135 0.8063 1 0.9915 HBEGF/GNA13/PDE4A/GNA12/ARAF/CREB5/LRP5/MEF2D/EGR1/MEF2A 10 KEGG hsa00592 alpha-Linolenic acid metabolism 2/949 25/8135 0.8069 1 0.9915 PLA2G4F/FADS2 2 KEGG hsa00512 Mucin type O-glycan biosynthesis 3/949 36/8135 0.8081 1 0.9915 GALNT9/GCNT1/GALNT10 3 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 7/949 77/8135 0.8097 1 0.9915 ITGB4/DSC2/CACNA1D/ATP2A2/ITGA2/SLC8A1/TCF7L2 7 KEGG hsa04062 Chemokine signaling pathway 19/949 192/8135 0.811 1 0.9915 STAT3/BCAR1/GRK3/NRAS/BAD/ROCK1/NFKBIB/PAK1/GNG12/JAK3/PIK3R2/GNGT2/PLCG2/GNG7/STAT1/PIK3CG/AKT3/RAP1A/CDC42 19 KEGG hsa04110 Cell cycle 12/949 126/8135 0.8129 1 0.9915 MDM2/CDC23/YWHAG/CREBBP/MAD2L2/CDC26/ANAPC7/CDKN2B/SMC1A/ORC2/CCND2/ANAPC10 12 KEGG hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 2/949 26/8135 0.8242 1 0.9915 PIGN/PIGU 2 KEGG hsa04727 GABAergic synapse 8/949 89/8135 0.8303 1 0.9915 CACNA1D/SLC6A11/GNG12/GABRA4/GLS/GNGT2/GNG7/SLC38A5 8 KEGG hsa04723 Retrograde endocannabinoid signaling 14/949 148/8135 0.8346 1 0.9915 GRIA3/NDUFA12/ND4/CACNA1D/DAGLB/NDUFS7/GNG12/GABRA4/NDUFB2/GNGT2/GNG7/MAPK8/NDUFA11/MAPK9 14 KEGG hsa04926 Relaxin signaling pathway 12/949 129/8135 0.8368 1 0.9915 NRAS/GNG12/CREB5/PIK3R2/MAP2K7/GNGT2/GNG7/EDN1/COL4A4/MAPK8/AKT3/MAPK9 12 KEGG hsa05417 Lipid and atherosclerosis 21/949 215/8135 0.8381 1 0.9915 ERO1A/STAT3/TRAF6/NRAS/FAS/BAD/ATF6/XBP1/HSPA1L/NFATC2/CYCS/PIK3R2/MAP2K7/HSPA5/TNFRSF10A/MAPK8/AKT3/RAP1A/BID/MAPK9/CDC42 21 KEGG hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 2/949 27/8135 0.8401 1 0.9915 ST3GAL3/B4GALT1 2 KEGG hsa01040 Biosynthesis of unsaturated fatty acids 2/949 27/8135 0.8401 1 0.9915 FADS2/SCD5 2 KEGG hsa05230 Central carbon metabolism in cancer 6/949 70/8135 0.8413 1 0.9915 NRAS/PDK1/GLS/PIK3R2/AKT3/PTEN 6 KEGG hsa00603 Glycosphingolipid biosynthesis - globo and isoglobo series 1/949 15/8135 0.8447 1 0.9915 GBGT1 1 KEGG hsa04916 Melanogenesis 9/949 101/8135 0.8481 1 0.9915 NRAS/FZD3/FZD1/CREBBP/WNT5B/EDN1/WNT7B/TCF7L2/FZD4 9 KEGG hsa04650 Natural killer cell mediated cytotoxicity 12/949 131/8135 0.8514 1 0.9915 IFNAR2/NRAS/FAS/HCST/PAK1/ARAF/NFATC2/PIK3R2/PLCG2/IFNAR1/TNFRSF10A/BID 12 KEGG hsa05152 Tuberculosis 17/949 180/8135 0.8557 1 0.9915 CR1/TRAF6/BAD/PLK3/HLA-DOA/TLR9/CLEC4E/ATP6V0B/LAMP2/CREBBP/CYCS/STAT1/CEBPG/MAPK8/AKT3/BID/MAPK9 17 KEGG hsa05142 Chagas disease 9/949 102/8135 0.856 1 0.9915 TRAF6/FAS/TLR9/PIK3R2/MAPK8/AKT3/MAPK9/GNA14/ACE 9 KEGG hsa04728 Dopaminergic synapse 12/949 132/8135 0.8583 1 0.9915 GRIA3/CACNA1D/KIF5B/GNG12/CREB5/GNGT2/GNG7/GRIN2B/CLOCK/MAPK8/AKT3/MAPK9 12 KEGG hsa04913 Ovarian steroidogenesis 4/949 51/8135 0.8614 1 0.9915 CGA/SCARB1/PLA2G4F/INSR 4 KEGG hsa00260 Glycine, serine and threonine metabolism 3/949 40/8135 0.8614 1 0.9915 CBS/DLD/SARDH 3 KEGG hsa04145 Phagosome 14/949 152/8135 0.8614 1 0.9915 TAP2/DYNC1LI1/SCARB1/ATP6V1G3/HLA-DOA/ATP6V0E1/ATP6V0B/LAMP2/ITGA2/SEC61A1/DYNC1I2/TUBB1/ATP6V1C1/ATP6V1G1 14 KEGG hsa00430 Taurine and hypotaurine metabolism 1/949 16/8135 0.8628 1 0.9915 GGT7 1 KEGG hsa04015 Rap1 signaling pathway 20/949 210/8135 0.8632 1 0.9915 FARP2/BCAR1/NRAS/PDGFD/RALA/RAPGEF6/INSR/PIK3R2/PARD6G/MRAS/GRIN2B/EFNA5/RAPGEF1/RASSF5/AKT3/RAP1A/DOCK4/PRKD2/SIPA1L2/CDC42 20 KEGG hsa04611 Platelet activation 11/949 124/8135 0.8707 1 0.9915 PLA2G4F/ROCK1/GNA13/ITGA2/PIK3R2/VWF/PLCG2/P2RY12/PIK3CG/AKT3/RAP1A 11 KEGG hsa04623 Cytosolic DNA-sensing pathway 5/949 63/8135 0.8734 1 0.9915 RIPK3/RIPK1/NFKBIB/DDX58/POLR3A 5 KEGG hsa00120 Primary bile acid biosynthesis 1/949 17/8135 0.8789 1 0.9915 SLC27A5 1 KEGG hsa00910 Nitrogen metabolism 1/949 17/8135 0.8789 1 0.9915 CA12 1 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 4/949 53/8135 0.8808 1 0.9915 ATP1B3/AP2A1/SLC8A1/ATP1B4 4 KEGG hsa04911 Insulin secretion 7/949 86/8135 0.8883 1 0.9915 CACNA1D/ATP1B3/FFAR1/CREB5/ATP1B4/KCNMB4/CHRM3 7 KEGG hsa05321 Inflammatory bowel disease 5/949 65/8135 0.8899 1 0.9915 STAT3/HLA-DOA/RORC/STAT1/IL21R 5 KEGG hsa04390 Hippo signaling pathway 14/949 157/8135 0.89 1 0.9915 FZD3/BIRC3/YWHAG/FZD1/PARD6G/WNT5B/MOB1B/WNT7B/CSNK1E/TCF7L2/CCND2/TEAD2/FZD4/NKD2 14 KEGG hsa04922 Glucagon signaling pathway 9/949 107/8135 0.8907 1 0.9915 PPP4R3B/CRTC2/PPP4R3A/SIK1/CREBBP/CREB5/PRKAG3/AKT3/PRKAB2 9 KEGG hsa04971 Gastric acid secretion 6/949 76/8135 0.892 1 0.9915 ATP1B3/KCNJ16/CFTR/ATP1B4/CHRM3/KCNK10 6 KEGG hsa04713 Circadian entrainment 8/949 97/8135 0.8924 1 0.9915 GRIA3/CACNA1D/GNG12/GNGT2/GNG7/GRIN2B/CACNA1H/RASD1 8 KEGG hsa00970 Aminoacyl-tRNA biosynthesis 5/949 66/8135 0.8975 1 0.9915 WARS2/QRSL1/SEPSECS/PARS2/MARS2 5 KEGG hsa00640 Propanoate metabolism 2/949 32/8135 0.9018 1 0.9915 MLYCD/DLD 2 KEGG hsa00010 Glycolysis / Gluconeogenesis 5/949 67/8135 0.9046 1 0.9915 PGM2/PGK1/DLD/ALDOA/GALM 5 KEGG hsa00531 Glycosaminoglycan degradation 1/949 19/8135 0.9055 1 0.9915 HGSNAT 1 KEGG hsa01210 2-Oxocarboxylic acid metabolism 1/949 19/8135 0.9055 1 0.9915 ACY1 1 KEGG hsa04612 Antigen processing and presentation 6/949 78/8135 0.9055 1 0.9915 TAP2/B2M/HLA-DOA/HSPA1L/HSPA5/PDIA3 6 KEGG hsa04976 Bile secretion 7/949 89/8135 0.9076 1 0.9915 SCARB1/ATP1B3/SLC27A5/ABCC4/CFTR/ABCC3/ATP1B4 7 KEGG hsa04114 Oocyte meiosis 11/949 131/8135 0.9104 1 0.9915 RPS6KA3/CPEB3/CDC23/YWHAG/MAD2L2/CDC26/ANAPC7/SMC1A/PLCZ1/ANAPC10/FBXO5 11 KEGG hsa00051 Fructose and mannose metabolism 2/949 33/8135 0.9111 1 0.9915 PFKFB4/ALDOA 2 KEGG hsa03410 Base excision repair 2/949 33/8135 0.9111 1 0.9915 POLE4/HMGB1 2 KEGG hsa00100 Steroid biosynthesis 1/949 20/8135 0.9166 1 0.9915 CYP2R1 1 KEGG hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 1/949 20/8135 0.9166 1 0.9915 CHST13 1 KEGG hsa00670 One carbon pool by folate 1/949 20/8135 0.9166 1 0.9915 MTHFR 1 KEGG hsa05031 Amphetamine addiction 5/949 69/8135 0.9175 1 0.9915 GRIA3/CACNA1D/CREB5/GRIN2B/CAMK4 5 KEGG hsa05032 Morphine addiction 7/949 91/8135 0.9187 1 0.9915 GRK3/PDE8A/PDE4A/GNG12/GABRA4/GNGT2/GNG7 7 KEGG hsa00040 Pentose and glucuronate interconversions 2/949 34/8135 0.9195 1 0.9915 DHDH/RPE 2 KEGG hsa04972 Pancreatic secretion 8/949 102/8135 0.9206 1 0.9915 ATP1B3/ATP2A2/RAB3D/RAB27B/CFTR/ATP1B4/RAP1A/CHRM3 8 KEGG hsa05203 Viral carcinogenesis 18/949 204/8135 0.9224 1 0.9915 STAT3/NRAS/BAD/MDM2/GTF2A1/YWHAG/CREBBP/JAK3/CREB5/PIK3R2/REL/USP7/CDKN2B/HDAC10/GSN/CCND2/GTF2H3/CDC42 18 KEGG hsa00620 Pyruvate metabolism 3/949 47/8135 0.924 1 0.9915 LDHD/ME3/DLD 3 KEGG hsa03420 Nucleotide excision repair 3/949 47/8135 0.924 1 0.9915 POLE4/GTF2H3/ERCC4 3 KEGG hsa04670 Leukocyte transendothelial migration 9/949 114/8135 0.9274 1 0.9915 JAM3/BCAR1/ROCK1/CLDN23/PIK3R2/PLCG2/RASSF5/RAP1A/CDC42 9 KEGG hsa04724 Glutamatergic synapse 9/949 114/8135 0.9274 1 0.9915 GRIA3/GRK3/CACNA1D/PLA2G4F/GNG12/GLS/GNGT2/GNG7/GRIN2B 9 KEGG hsa04662 B cell receptor signaling pathway 6/949 82/8135 0.9283 1 0.9915 NRAS/NFKBIB/NFATC2/PIK3R2/PLCG2/AKT3 6 KEGG hsa05323 Rheumatoid arthritis 7/949 93/8135 0.9287 1 0.9915 ATP6V1G3/HLA-DOA/ATP6V0E1/TNFSF13B/ATP6V0B/ATP6V1C1/ATP6V1G1 7 KEGG hsa00500 Starch and sucrose metabolism 2/949 36/8135 0.9342 1 0.9915 PGM2/PGM2L1 2 KEGG hsa03030 DNA replication 2/949 36/8135 0.9342 1 0.9915 POLE4/RNASEH2B 2 KEGG hsa00340 Histidine metabolism 1/949 22/8135 0.935 1 0.9915 HNMT 1 KEGG hsa04151 PI3K-Akt signaling pathway 33/949 354/8135 0.9353 1 0.9915 ITGB4/EIF4E2/ERBB4/IFNAR2/NRAS/BAD/MDM2/CRTC2/PDGFD/YWHAG/RHEB/IL7R/INSR/ITGA2/THEM4/GNG12/LAMB4/OSM/JAK3/CREB5/RPS6KB1/PIK3R2/VWF/GNGT2/IL6R/GNG7/PIK3CG/IFNAR1/EFNA5/COL4A4/AKT3/CCND2/PTEN 33 KEGG hsa04672 Intestinal immune network for IgA production 3/949 49/8135 0.9364 1 0.9915 HLA-DOA/TNFSF13B/AICDA 3 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 2/949 37/8135 0.9406 1 0.9915 GLS/RIMKLB 2 KEGG hsa05143 African trypanosomiasis 2/949 37/8135 0.9406 1 0.9915 FAS/TLR9 2 KEGG hsa05414 Dilated cardiomyopathy 7/949 96/8135 0.9417 1 0.9915 ITGB4/CACNA1D/ATP2A2/ITGA2/TPM2/SLC8A1/TPM3 7 KEGG hsa04614 Renin-angiotensin system 1/949 23/8135 0.9426 1 0.9915 ACE 1 KEGG hsa05330 Allograft rejection 2/949 38/8135 0.9464 1 0.9915 FAS/HLA-DOA 2 KEGG hsa00330 Arginine and proline metabolism 3/949 51/8135 0.9469 1 0.9915 PRODH2/ALDH18A1/L3HYPDH 3 KEGG hsa05202 Transcriptional misregulation in cancer 16/949 193/8135 0.9499 1 0.9915 GRIA3/MDM2/CDK14/BIRC3/EWSR1/KMT2A/NSD2/REL/BCL6/CCNT2/POLK/CCND2/BCL11B/JMJD1C/ETV5/TCF3 16 KEGG hsa04512 ECM-receptor interaction 6/949 88/8135 0.9533 1 0.9915 ITGB4/ITGA2/LAMB4/VWF/COL4A4/FREM2 6 KEGG hsa05140 Leishmaniasis 5/949 77/8135 0.955 1 0.9915 CR1/TRAF6/HLA-DOA/NFKBIB/STAT1 5 KEGG hsa05320 Autoimmune thyroid disease 3/949 53/8135 0.9558 1 0.9915 CGA/FAS/HLA-DOA 3 KEGG hsa04270 Vascular smooth muscle contraction 10/949 134/8135 0.9591 1 0.9915 CACNA1D/PLA2G4F/ROCK1/GNA13/GNA12/PPP1R12C/ARAF/EDN1/KCNMB4/CALD1 10 KEGG hsa04020 Calcium signaling pathway 20/949 240/8135 0.9636 1 0.9915 ERBB4/CACNA1D/ITPKB/P2RX7/PDGFD/ATP2A2/STIM2/PLCD4/PLCG2/SLC8A1/CAMK4/MCOLN3/MCU/CACNA1H/P2RX2/CYSLTR1/PLCZ1/PLCD3/GNA14/CHRM3 20 KEGG hsa04974 Protein digestion and absorption 7/949 103/8135 0.9642 1 0.9915 SLC36A4/COL26A1/COL8A1/ATP1B3/SLC8A1/COL4A4/ATP1B4 7 KEGG hsa00983 Drug metabolism - other enzymes 5/949 80/8135 0.9645 1 0.9915 CMPK1/RRM2B/TPMT/UMPS/GMPS 5 KEGG hsa05332 Graft-versus-host disease 2/949 42/8135 0.9646 1 0.9915 FAS/HLA-DOA 2 KEGG hsa00830 Retinol metabolism 4/949 68/8135 0.9647 1 0.9915 SDR16C5/RDH13/DHRS9/CYP3A5 4 KEGG hsa00062 Fatty acid elongation 1/949 27/8135 0.9651 1 0.9915 THEM4 1 KEGG hsa00860 Porphyrin metabolism 2/949 43/8135 0.9681 1 0.9915 BLVRA/MMAB 2 KEGG hsa04940 Type I diabetes mellitus 2/949 43/8135 0.9681 1 0.9915 FAS/HLA-DOA 2 KEGG hsa01212 Fatty acid metabolism 3/949 57/8135 0.9695 1 0.9915 ACSL5/FADS2/SCD5 3 KEGG hsa05418 Fluid shear stress and atherosclerosis 10/949 139/8135 0.9702 1 0.9915 SQSTM1/KLF2/PIK3R2/MAP2K7/EDN1/MIR10A/MAPK8/AKT3/MAPK9/MEF2A 10 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 11/949 150/8135 0.9704 1 0.9915 CACNA1D/ATP1B3/ATP2A2/TPM2/CREB5/SLC8A1/PIK3CG/KCNE1/ATP1B4/AKT3/TPM3 11 KEGG hsa00591 Linoleic acid metabolism 1/949 29/8135 0.9728 1 0.9915 PLA2G4F 1 KEGG hsa00020 Citrate cycle (TCA cycle) 1/949 30/8135 0.976 1 0.9915 DLD 1 KEGG hsa00053 Ascorbate and aldarate metabolism 1/949 30/8135 0.976 1 0.9915 MIOX 1 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 1/949 30/8135 0.976 1 0.9915 DLD 1 KEGG hsa04921 Oxytocin signaling pathway 11/949 154/8135 0.977 1 0.9915 NRAS/CACNA1D/PLA2G4F/ROCK1/PPP1R12C/PRKAG3/NFATC2/EEF2/PIK3CG/CAMK4/PRKAB2 11 KEGG hsa04978 Mineral absorption 3/949 60/8135 0.977 1 0.9915 ATP1B3/SLC8A1/ATP1B4 3 KEGG hsa05416 Viral myocarditis 3/949 60/8135 0.977 1 0.9915 HLA-DOA/CYCS/BID 3 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 6/949 98/8135 0.9781 1 0.9915 PLA2G4F/PIK3R2/TRPV2/PLCG2/MAPK8/MAPK9 6 KEGG hsa00410 beta-Alanine metabolism 1/949 31/8135 0.9788 1 0.9915 MLYCD 1 KEGG hsa05310 Asthma 1/949 31/8135 0.9788 1 0.9915 HLA-DOA 1 KEGG hsa00140 Steroid hormone biosynthesis 3/949 61/8135 0.9791 1 0.9915 SRD5A3/AKR1C2/CYP3A5 3 KEGG hsa04640 Hematopoietic cell lineage 6/949 99/8135 0.9798 1 0.9915 CR1/CD9/HLA-DOA/IL7R/ITGA2/IL6R 6 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 6/949 100/8135 0.9813 1 0.9915 ACKR3/IL6R/TNFRSF10D/IL20RB/TNFRSF10A/IL34 6 KEGG hsa05030 Cocaine addiction 2/949 49/8135 0.9831 1 0.9915 CREB5/GRIN2B 2 KEGG hsa05144 Malaria 2/949 50/8135 0.9848 1 0.9915 CR1/TLR9 2 KEGG hsa04726 Serotonergic synapse 7/949 115/8135 0.9853 1 0.9915 NRAS/CACNA1D/PLA2G4F/GNG12/ARAF/GNGT2/GNG7 7 KEGG hsa00350 Tyrosine metabolism 1/949 36/8135 0.9886 1 0.9915 HGD 1 KEGG hsa04924 Renin secretion 3/949 69/8135 0.9904 1 0.9915 CACNA1D/EDN1/ACE 3 KEGG hsa04610 Complement and coagulation cascades 4/949 85/8135 0.9923 1 0.9915 CR1/MASP1/VWF/C7 4 KEGG hsa04742 Taste transduction 4/949 86/8135 0.993 1 0.9915 GABRA4/SCN3A/P2RX2/CHRM3 4 KEGG hsa04915 Estrogen signaling pathway 8/949 138/8135 0.9937 1 0.9915 NRAS/HBEGF/HSPA1L/CREB5/PIK3R2/KRT27/FKBP5/AKT3 8 KEGG hsa01200 Carbon metabolism 6/949 115/8135 0.9945 1 0.9915 PRPS2/PGK1/RPE/ME3/DLD/ALDOA 6 KEGG hsa00071 Fatty acid degradation 1/949 43/8135 0.9952 1 0.9915 ACSL5 1 KEGG hsa04975 Fat digestion and absorption 1/949 43/8135 0.9952 1 0.9915 SCARB1 1 KEGG hsa05133 Pertussis 3/949 76/8135 0.9952 1 0.9915 TRAF6/MAPK8/MAPK9 3 KEGG hsa00280 Valine, leucine and isoleucine degradation 1/949 48/8135 0.9975 1 0.9915 DLD 1 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 2/949 69/8135 0.9981 1 0.9915 AKR1C2/CYP3A5 2 KEGG hsa04060 Cytokine-cytokine receptor interaction 20/949 295/8135 0.9984 1 0.9915 IL17RA/IFNAR2/FAS/IL17C/IL17RE/TNFSF13B/IL7R/OSM/GDF11/ACKR3/IL6R/TNFRSF10D/IL20RB/IFNAR1/TNFRSF10A/IL34/TNFRSF19/ACVRL1/IFNLR1/IL21R 20 KEGG hsa05146 Amoebiasis 4/949 102/8135 0.9985 1 0.9915 LAMB4/PIK3R2/COL4A4/GNA14 4 KEGG hsa04540 Gap junction 3/949 88/8135 0.9986 1 0.9915 NRAS/PDGFD/TUBB1 3 KEGG hsa05206 MicroRNAs in cancer 21/949 310/8135 0.9987 1 0.9915 STAT3/NRAS/FZD3/MDM2/UBE2I/ROCK1/DNMT3A/MARCKS/CREBBP/IGF2BP1/GLS/PIK3R2/PLCG2/MIR146A/MIRLET7D/NOTCH4/EFNA5/MIR10A/CCND2/RDX/PTEN 21 KEGG hsa04970 Salivary secretion 3/949 93/8135 0.9992 1 0.9915 ATP1B3/ATP1B4/CHRM3 3 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 2/949 78/8135 0.9993 1 0.9915 DHDH/CYP3A5 2 KEGG hsa05150 Staphylococcus aureus infection 3/949 96/8135 0.9994 1 0.9915 HLA-DOA/MASP1/KRT27 3 KEGG hsa00590 Arachidonic acid metabolism 1/949 61/8135 0.9995 1 0.9915 PLA2G4F 1 KEGG hsa05034 Alcoholism 9/949 187/8135 0.9997 1 0.9915 NRAS/GNG12/ARAF/CREB5/GNGT2/GNG7/GRIN2B/CAMK4/HDAC10 9 KEGG hsa04613 Neutrophil extracellular trap formation 9/949 190/8135 0.9997 1 0.9915 CR1/TLR8/ATG7/PIK3R2/VWF/PLCG2/HMGB1/HDAC10/AKT3 9 KEGG hsa00982 Drug metabolism - cytochrome P450 1/949 72/8135 0.9999 1 0.9915 CYP3A5 1 KEGG hsa05322 Systemic lupus erythematosus 3/949 136/8135 1 1 0.9915 HLA-DOA/GRIN2B/C7 3 KEGG hsa04080 Neuroactive ligand-receptor interaction 18/949 353/8135 1 1 0.9915 GRIA3/CGA/P2RX7/LTB4R/PTGDR/NPW/GABRA4/GRIN2B/S1PR2/CHRNA10/GLRB/KISS1R/EDN1/P2RX2/CYSLTR1/CHRNB2/UCN2/CHRM3 18 KEGG hsa04740 Olfactory transduction 7/949 440/8135 1 1 0.9915 GRK3/GNG7/SLC8A1/OR6B1/OR51M1/OR51B5/SLC24A4 7