ONTOLOGY ID Description GeneRatio BgRatio pvalue p.adjust qvalue geneID Count KEGG hsa04062 Chemokine signaling pathway 38/809 192/8135 2.386e-05 0.007754 0.006655 GNG11/PF4/PPBP/HCK/CXCL9/CXCL10/CCR5/STAT5B/PRKCB/ARRB2/PLCG2/GRK3/CCL8/CCL2/CX3CR1/CXCL11/GNG2/PIK3CG/GRK2/WAS/RAP1A/VAV1/GNAI2/CCL17/DOCK2/ADCY6/CCL21/RASGRP2/CCL22/ADCY9/CCL19/PRKCZ/CCL13/PIK3CD/SOS2/PIK3CB/CXCL13/GNB4 38 KEGG hsa04068 FoxO signaling pathway 28/809 131/8135 6.883e-05 0.01038 0.008912 TGFBR1/CDK2/INSR/IRS2/CCND2/FBXO32/HOMER2/S1PR4/CCND1/EGF/CREBBP/RBL2/BCL2L11/GADD45B/STK4/KLF2/FOXO1/ATM/MAPK14/BNIP3/CDKN1B/IL10/SGK1/PIK3CD/SOS2/FOXO4/GADD45G/PIK3CB 28 KEGG hsa01230 Biosynthesis of amino acids 19/809 75/8135 9.585e-05 0.01038 0.008912 NAGS/ASNS/MAT2A/SDS/BCAT2/SDSL/MAT1A/TPI1/ENO2/PFKP/PGK2/ARG1/ENO1/PKLR/GLUL/TKT/CTH/PRPS1L1/TALDO1 19 KEGG hsa00520 Amino sugar and nucleotide sugar metabolism 14/809 49/8135 0.000202 0.01641 0.01409 NANP/NANS/RENBP/HK2/PMM1/UGDH/MPI/GNPNAT1/UAP1L1/GNPDA1/FCSK/UAP1/CHIT1/GFPT1 14 KEGG hsa05166 Human T-cell leukemia virus 1 infection 38/809 222/8135 0.0005616 0.0216 0.01854 CCND3/TGFBR1/HLA-DPB1/ITGAL/HLA-DOA/CDK2/ATF2/STAT5B/TLN2/VAC14/ZFP36/CCND2/HLA-DRB1/ESPL1/SPI1/TLN1/CD40/SLC25A31/CDKN2C/CDK4/CSF2/NFATC3/CCND1/CREB5/CALR/CREBBP/ADCY6/BCL2L1/ANAPC15/IL1R1/SLC2A1/ATM/ADCY9/PIK3CD/PIK3CB/FOS/PTTG1/CREB3L2 38 KEGG hsa04152 AMPK signaling pathway 24/809 120/8135 0.0006282 0.0216 0.01854 PPP2CB/PPP2R3A/INSR/IRS2/CPT1A/PPP2R5A/CAMKK2/EEF2K/GYS1/PPP2R5C/SREBF1/FBP1/RPTOR/PFKP/CCND1/LEPR/CREB5/PPARG/FOXO1/PIK3CD/PIK3CB/ULK1/SCD/CREB3L2 24 KEGG hsa05202 Transcriptional misregulation in cancer 34/809 193/8135 0.0006371 0.0216 0.01854 NCOR1/SMAD1/HDAC1/NUPR1/PRCC/AFF1/CCND2/PLAU/KMT2A/SPI1/ETV5/KDM6A/CD40/CDKN2C/CSF2/LDB1/LMO2/ARNT2/PPARG/BCL2L1/GADD45B/NFKBIZ/MITF/FOXO1/ATM/SPINT1/CDKN1B/NSD2/JMJD1C/GADD45G/MAF/PER2/TLX3/SP1 34 KEGG hsa00562 Inositol phosphate metabolism 17/809 73/8135 0.0006417 0.0216 0.01854 ITPKB/INPP1/IMPA2/PLCG2/OCRL/PI4K2A/PIK3CG/PLCZ1/TPI1/MTMR2/FIG4/INPP5D/ISYNA1/INPP4A/PIK3CD/PIK3CB/PIP5K1B 17 KEGG hsa04115 p53 signaling pathway 17/809 73/8135 0.0006417 0.0216 0.01854 CCND3/CDK2/CCND2/STEAP3/SESN1/CDK4/CCND1/SESN3/EI24/BCL2L1/GADD45B/MDM4/AIFM2/ZMAT3/ATM/CASP8/GADD45G 17 KEGG hsa01250 Biosynthesis of nucleotide sugars 11/809 37/8135 0.0006645 0.0216 0.01854 NANP/NANS/HK2/PMM1/UGDH/MPI/GNPNAT1/UAP1L1/FCSK/UAP1/GFPT1 11 KEGG hsa04145 Phagosome 28/809 152/8135 0.0009181 0.02712 0.02328 HLA-DPB1/TUBB1/HLA-DOA/COLEC12/TUBA4A/RILP/HLA-DRB1/MSR1/OLR1/DYNC2H1/ATP6V1C2/ITGAV/CALR/CD209/NCF4/SFTPD/SEC61A1/MRC2/MARCO/CTSS/ATP6V0D2/TUBA1C/ITGB5/FCGR2B/LAMP1/C3/ITGA5/CTSL 28 KEGG hsa00310 Lysine degradation 15/809 63/8135 0.00103 0.02791 0.02395 NSD3/PIPOX/SETD2/KMT2A/PLOD3/ALDH9A1/HYKK/ECHS1/SETD1B/PRDM2/ALDH1B1/NSD2/PLOD2/PHYKPL/CAMKMT 15 KEGG hsa04510 Focal adhesion 34/809 201/8135 0.001329 0.03324 0.02853 CCND3/PARVB/ITGA1/VEGFA/TLN2/PRKCB/SPP1/VEGFD/CCND2/MYLPF/FYN/FN1/PPP1CA/VCL/ARHGAP5/COL4A1/TLN1/VWF/RAP1A/CCND1/EGF/VAV1/ITGAV/FLNB/ITGA2B/RAPGEF1/VEGFB/ITGB5/ACTN1/PIK3CD/SOS2/PIK3CB/ITGA5/PIP5K1B 34 KEGG hsa04142 Lysosome 24/809 132/8135 0.002483 0.05487 0.0471 AP3M2/LGMN/SLC17A5/GGA2/ENTPD4/ACP5/LITAF/CTSZ/CTSB/AP1M1/LAMP3/LAPTM4B/CTNS/CTSV/HGSNAT/MANBA/FUCA1/NPC1/SLC11A2/CTSS/ATP6V0D2/LAMP1/CLTCL1/CTSL 24 KEGG hsa04015 Rap1 signaling pathway 34/809 210/8135 0.002819 0.05487 0.0471 ITGAL/INSR/FYB1/VEGFA/TLN2/PRKCB/VEGFD/CTNND1/RALA/RALGDS/TLN1/CALML4/MAP2K6/RAP1A/EGF/VAV1/GNAI2/ITGA2B/ADCY6/RAPGEF1/VEGFB/RASGRP2/MAPK14/DOCK4/ADCY9/ANGPT1/RRAS/PRKCZ/LPAR5/PIK3CD/PIK3CB/PRKD2/KRIT1/RGS14 34 KEGG hsa04070 Phosphatidylinositol signaling system 19/809 97/8135 0.002862 0.05487 0.0471 ITPKB/INPP1/IMPA2/PPIP5K1/PRKCB/CDS1/PLCG2/OCRL/PI4K2A/PLCZ1/CALML4/MTMR2/DGKG/INPP5D/INPP4A/PIK3CD/PIK3CB/DGKE/PIP5K1B 19 KEGG hsa04110 Cell cycle 23/809 126/8135 0.00287 0.05487 0.0471 CCND3/HDAC1/CDK2/SMC3/CCND2/CDC14A/CDKN1C/DBF4/ESPL1/STAG2/CDKN2C/CDK4/CCND1/E2F5/CREBBP/RBL2/GADD45B/ANAPC15/ATM/CDKN1B/GADD45G/YWHAH/PTTG1 23 KEGG hsa04514 Cell adhesion molecules 26/809 149/8135 0.00304 0.05489 0.04711 HLA-DPB1/ITGAL/HLA-DOA/CLDN2/SELL/SDC3/ICOSLG/L1CAM/HLA-DRB1/ICAM3/CD276/CD80/CD40/SELPLG/SDC4/VSIR/CD274/PTPRM/ITGAV/SDC2/ALCAM/NCAM2/NECTIN2/CLDN19/CADM1/LRRC4 26 KEGG hsa04926 Relaxin signaling pathway 23/809 129/8135 0.003903 0.06632 0.05692 TGFBR1/GNG11/VEGFA/ATF2/VEGFD/ARRB2/MMP2/COL4A1/GNG2/CREB5/GNAI2/ADCY6/VEGFB/GNA15/MAPK14/ADCY9/PRKCZ/PIK3CD/SOS2/PIK3CB/GNB4/FOS/CREB3L2 23 KEGG hsa04933 AGE-RAGE signaling pathway in diabetic complications 19/809 100/8135 0.004081 0.06632 0.05692 TGFBR1/VEGFA/STAT5B/PRKCB/VEGFD/PLCG2/FN1/CCL2/MMP2/COL4A1/CDK4/CCND1/VEGFB/FOXO1/MAPK14/CDKN1B/PRKCZ/PIK3CD/PIK3CB 19 KEGG hsa04213 Longevity regulating pathway - multiple species 13/809 62/8135 0.007017 0.1086 0.0932 HDAC1/INSR/IRS2/HSPA1B/HSPA1A/RPTOR/HSPA2/ADCY6/FOXO1/CLPB/ADCY9/PIK3CD/PIK3CB 13 KEGG hsa04915 Estrogen signaling pathway 23/809 138/8135 0.009015 0.1244 0.1067 GPER1/NCOA1/ATF2/HSPA1B/HSPA1A/KRT27/NCOA3/NCOA2/MMP2/CALML4/HSPA2/CREB5/GNAI2/ADCY6/FKBP4/HSP90B1/ADCY9/PIK3CD/SOS2/PIK3CB/FOS/SP1/CREB3L2 23 KEGG hsa04612 Antigen processing and presentation 15/809 78/8135 0.009033 0.1244 0.1067 HLA-DPB1/HLA-DOA/HSPA5/LGMN/CD74/HSPA1B/CIITA/HSPA1A/HLA-DRB1/CTSB/HSPA2/CALR/CTSS/PDIA3/CTSL 15 KEGG hsa04520 Adherens junction 14/809 71/8135 0.009184 0.1244 0.1067 WASF1/TGFBR1/TCF7L2/INSR/SSX2IP/WASF2/FYN/CTNND1/VCL/WAS/PTPRM/CREBBP/NECTIN2/ACTN1 14 KEGG hsa05223 Non-small cell lung cancer 14/809 72/8135 0.01039 0.1315 0.1129 STAT5B/PRKCB/PLCG2/CDK4/CCND1/EGF/GADD45B/STK4/FHIT/PIK3CD/SOS2/GADD45G/PIK3CB/EML4 14 KEGG hsa04066 HIF-1 signaling pathway 19/809 109/8135 0.01052 0.1315 0.1129 INSR/LDHC/VEGFA/PRKCB/HK2/PLCG2/EGLN3/ENO2/PFKP/PGK2/EGF/CREBBP/ENO1/SLC2A1/ANGPT1/CDKN1B/PIK3CD/PIK3CB/TIMP1 19 KEGG hsa04140 Autophagy - animal 23/809 141/8135 0.01161 0.1397 0.1199 PPP2CB/ZFYVE1/ULK2/IRS2/CAMKK2/RPTOR/CTSB/ATG2B/RAB39B/C9orf72/SNAP29/ATG16L2/EIF2AK4/RRAGC/BCL2L1/ATG2A/BNIP3/LAMP1/RRAS/PIK3CD/PIK3CB/ULK1/CTSL 23 KEGG hsa00051 Fructose and mannose metabolism 8/809 33/8135 0.01348 0.1496 0.1284 ENOSF1/HK2/PMM1/FBP1/MPI/TPI1/PFKP/FCSK 8 KEGG hsa04211 Longevity regulating pathway 16/809 89/8135 0.01358 0.1496 0.1284 INSR/IRS2/ATF2/CAMKK2/RPTOR/SESN1/SESN3/CREB5/PPARG/ADCY6/FOXO1/ADCY9/PIK3CD/PIK3CB/ULK1/CREB3L2 16 KEGG hsa04666 Fc gamma R-mediated phagocytosis 17/809 97/8135 0.01427 0.1496 0.1284 WASF1/HCK/PRKCB/WASF2/PLCG2/GSN/SPHK1/WAS/ACTR2/VAV1/PLPP3/SCIN/INPP5D/FCGR2B/PIK3CD/PIK3CB/PIP5K1B 17 KEGG hsa05215 Prostate cancer 17/809 97/8135 0.01427 0.1496 0.1284 TCF7L2/CDK2/PLAU/ETV5/AR/CCND1/EGF/CREB5/CREBBP/HSP90B1/FOXO1/SPINT1/CDKN1B/PIK3CD/SOS2/PIK3CB/CREB3L2 17 KEGG hsa05231 Choline metabolism in cancer 17/809 98/8135 0.01572 0.152 0.1305 WASF1/SLC44A2/PRKCB/WASF2/RALGDS/WAS/EGF/DGKG/PLPP3/CHKA/PIK3CD/SOS2/PIK3CB/DGKE/FOS/SP1/PIP5K1B 17 KEGG hsa04910 Insulin signaling pathway 22/809 137/8135 0.0159 0.152 0.1305 INSR/IRS2/PHKA2/HK2/GYS1/SREBF1/PPP1CA/FBP1/RPTOR/CALML4/FLOT2/RAPGEF1/FLOT1/PKLR/PHKG2/FOXO1/PYGL/PPP1R3A/PRKCZ/PIK3CD/SOS2/PIK3CB 22 KEGG hsa05135 Yersinia infection 22/809 137/8135 0.0159 0.152 0.1305 FYB1/WASF2/FN1/RHOG/CCL2/ELMO2/IRAK1/PKN2/WAS/ACTR2/MAP2K6/NFATC3/PYCARD/VAV1/GIT2/MAPK14/IL10/PIK3CD/PIK3CB/ITGA5/FOS/PIP5K1B 22 KEGG hsa05418 Fluid shear stress and atherosclerosis 22/809 139/8135 0.0186 0.1682 0.1444 VEGFA/CCL2/MMP2/CALML4/DUSP1/SDC4/MAP2K6/ITGAV/SDC2/ITGA2B/MAP2K5/IL1R1/KLF2/HSP90B1/MAPK14/MEF2A/PRKCZ/GSTA4/PIK3CD/PIK3CB/FOS/CTSL 22 KEGG hsa04061 Viral protein interaction with cytokine and cytokine receptor 17/809 100/8135 0.01897 0.1682 0.1444 PF4/PPBP/CXCL9/CXCL10/CCR5/CCL8/CCL2/CX3CR1/CXCL11/CCL17/CCL21/CCL22/IL10/IL20/CCL19/CCL13/CXCL13 17 KEGG hsa04931 Insulin resistance 18/809 108/8135 0.01943 0.1682 0.1444 INSR/IRS2/PRKCB/CPT1A/GYS1/SREBF1/PPP1CA/NR1H3/CREB5/SLC2A1/FOXO1/PYGL/PPP1R3A/PRKCZ/PIK3CD/PIK3CB/CREB3L2/GFPT1 18 KEGG hsa04611 Platelet activation 20/809 124/8135 0.01996 0.1682 0.1444 P2RX1/GUCY1B1/TLN2/PLCG2/FYN/PPP1CA/TLN1/PIK3CG/VWF/RAP1A/GNAI2/ITGA2B/ADCY6/STIM1/RASGRP2/MAPK14/ADCY9/PRKCZ/PIK3CD/PIK3CB 20 KEGG hsa05323 Rheumatoid arthritis 16/809 93/8135 0.02018 0.1682 0.1444 HLA-DPB1/ITGAL/HLA-DOA/VEGFA/ACP5/CCL2/HLA-DRB1/TNFRSF11A/CD80/CSF2/ATP6V1C2/LTB/ATP6V0D2/ANGPT1/FOS/CTSL 16 KEGG hsa03018 RNA degradation 14/809 79/8135 0.02265 0.184 0.1579 EXOSC4/ENO2/PFKP/ZCCHC7/NUDT16/PAN2/PABPC3/ENO1/PATL1/HSPD1/LSM8/DCP2/DCP1B/DIS3L 14 KEGG hsa04668 TNF signaling pathway 18/809 112/8135 0.02722 0.211 0.1811 ATF2/CXCL10/VEGFD/CCL2/TRAF3/MMP14/MAP2K6/CSF2/JUNB/CREB5/IRF1/MAPK14/CASP8/BAG4/PIK3CD/PIK3CB/FOS/CREB3L2 18 KEGG hsa04380 Osteoclast differentiation 20/809 128/8135 0.02727 0.211 0.1811 TGFBR1/ACP5/TREM2/PLCG2/FYN/TNFRSF11A/SPI1/MAP2K6/JUNB/PPARG/LILRB2/NCF4/IL1R1/MITF/LILRB5/MAPK14/FCGR2B/PIK3CD/PIK3CB/FOS 20 KEGG hsa04919 Thyroid hormone signaling pathway 19/809 121/8135 0.0295 0.223 0.1914 NCOR1/HDAC1/MED13L/NCOA1/PRKCB/PLCG2/NCOA3/NCOA2/PLCZ1/PFKP/CCND1/SLC16A10/ITGAV/CREBBP/ATP1B1/SLC2A1/FOXO1/PIK3CD/PIK3CB 19 KEGG hsa00010 Glycolysis / Gluconeogenesis 12/809 67/8135 0.03094 0.2254 0.1934 GALM/LDHC/HK2/FBP1/ALDH9A1/TPI1/ENO2/PFKP/PGK2/ENO1/PKLR/ALDH1B1 12 KEGG hsa01522 Endocrine resistance 16/809 98/8135 0.03158 0.2254 0.1934 NCOR1/GPER1/NCOA3/MMP2/CDKN2C/CDK4/CCND1/ADCY6/MAPK14/ADCY9/CDKN1B/PIK3CD/SOS2/PIK3CB/FOS/SP1 16 KEGG hsa04670 Leukocyte transendothelial migration 18/809 114/8135 0.0319 0.2254 0.1934 ITGAL/CLDN2/PRKCB/MYLPF/PLCG2/CTNND1/VCL/ARHGAP5/MMP2/RAP1A/VAV1/GNAI2/NCF4/CLDN19/MAPK14/ACTN1/PIK3CD/PIK3CB 18 KEGG hsa05162 Measles 21/809 139/8135 0.03357 0.2305 0.1978 CCND3/CDK2/STAT5B/HSPA1B/CCND2/HSPA1A/IRAK1/TRAF3/CDK4/HSPA2/CCND1/EIF2AK4/CD209/BCL2L1/EIF3H/CASP8/CDKN1B/FCGR2B/PIK3CD/PIK3CB/FOS 21 KEGG hsa04151 PI3K-Akt signaling pathway 46/809 354/8135 0.03425 0.2305 0.1978 CCND3/PPP2CB/GNG11/ITGA1/CDK2/PPP2R3A/INSR/VEGFA/ATF2/SPP1/VEGFD/CCND2/PPP2R5A/GYS1/FN1/PPP2R5C/RPTOR/COL4A1/GNG2/PKN2/PIK3CG/VWF/CDK4/CCND1/EGF/CREB5/ITGAV/ITGA2B/BCL2L1/VEGFB/RBL2/BCL2L11/HSP90B1/CHRM1/ANGPT1/CDKN1B/SGK1/ITGB5/LPAR5/PIK3CD/SOS2/PIK3CB/GNB4/ITGA5/YWHAH/CREB3L2 46 KEGG hsa04218 Cellular senescence 23/809 156/8135 0.03475 0.2305 0.1978 CCND3/TGFBR1/CDK2/MCU/CCND2/PPP1CA/CALML4/SLC25A31/CDK4/MAP2K6/NFATC3/CCND1/E2F5/RBL2/GADD45B/TRPM7/FOXO1/ATM/MAPK14/RRAS/PIK3CD/GADD45G/PIK3CB 23 KEGG hsa05220 Chronic myeloid leukemia 13/809 76/8135 0.0356 0.2313 0.1985 TGFBR1/HDAC1/STAT5B/BCR/CDK4/CCND1/BCL2L1/GADD45B/CDKN1B/PIK3CD/SOS2/GADD45G/PIK3CB 13 KEGG hsa04010 MAPK signaling pathway 39/809 294/8135 0.03685 0.2313 0.1985 TGFBR1/INSR/MAP4K2/VEGFA/ATF2/HSPA1B/PRKCB/NF1/VEGFD/ARRB2/HSPA1A/IRAK1/GNA12/PTPN7/DUSP1/HSPA2/MAP2K6/NFATC3/RAP1A/EGF/FLNB/DUSP10/MAP2K5/VEGFB/CACNA1H/GADD45B/IL1R1/STK4/RASGRP2/DUSP8/DUSP16/MAPK14/ANGPT1/PPM1B/RRAS/RASGRP4/SOS2/GADD45G/FOS 39 KEGG hsa05222 Small cell lung cancer 15/809 92/8135 0.037 0.2313 0.1985 CDK2/FN1/TRAF3/COL4A1/CDK4/CCND1/ITGAV/ITGA2B/BCL2L1/GADD45B/FHIT/CDKN1B/PIK3CD/GADD45G/PIK3CB 15 KEGG hsa05100 Bacterial invasion of epithelial cells 13/809 77/8135 0.0391 0.2397 0.2058 WASF1/ARHGAP10/WASF2/FN1/RHOG/ELMO2/VCL/ACTR2/PIK3CD/SEPTIN8/CLTCL1/PIK3CB/ITGA5 13 KEGG hsa05165 Human papillomavirus infection 43/809 331/8135 0.03983 0.2397 0.2058 CCND3/PPP2CB/TCF7L2/HDAC1/ITGA1/CDK2/PPP2R3A/VEGFA/SPP1/CCND2/PPP2R5A/FN1/PPP2R5C/HES6/TRAF3/RBPJ/COL4A1/VWF/CDK4/HES7/CCND1/ATP6V1C2/EGF/HES4/CREB5/ITGAV/ITGA2B/CREBBP/RBL2/IRF1/FOXO1/ATM/ATP6V0D2/CASP8/CDKN1B/ITGB5/PRKCZ/PIK3CD/SOS2/PIK3CB/ITGA5/WNT11/CREB3L2 43 KEGG hsa04810 Regulation of actin cytoskeleton 30/809 218/8135 0.04091 0.2418 0.2075 WASF1/SSH2/ITGAL/ITGA1/CYFIP2/FGD3/WASF2/MYLPF/FN1/PPP1CA/VCL/GSN/GNA12/ACTR2/EGF/VAV1/ITGAV/ITGA2B/SCIN/CHRM1/ITGB5/ACTN1/RRAS/LPAR5/PIK3CD/SOS2/PIK3CB/ABI2/ITGA5/PIP5K1B 30 KEGG hsa04917 Prolactin signaling pathway 12/809 70/8135 0.04181 0.2427 0.2083 CISH/STAT5B/CCND2/TNFRSF11A/CCND1/SOCS6/IRF1/MAPK14/PIK3CD/SOS2/PIK3CB/FOS 12 KEGG hsa05169 Epstein-Barr virus infection 28/809 202/8135 0.04351 0.2446 0.2099 CCND3/HLA-DPB1/HDAC1/ITGAL/HLA-DOA/CDK2/CXCL10/CCND2/PLCG2/HLA-DRB1/PSMD3/IRAK1/TRAF3/RBPJ/CD40/CDK4/MAP2K6/CCND1/CALR/BCL2L11/GADD45B/MAPK14/CASP8/CDKN1B/PIK3CD/PDIA3/GADD45G/PIK3CB 28 KEGG hsa05146 Amoebiasis 16/809 102/8135 0.04365 0.2446 0.2099 CD1B/PRKCB/CD1E/FN1/SERPINB10/VCL/COL4A1/CSF2/ARG1/GNA15/IL1R1/IL10/ACTN1/PIK3CD/PIK3CB/CD1D 16 KEGG hsa04935 Growth hormone synthesis, secretion and action 18/809 119/8135 0.04618 0.2544 0.2183 IRS2/ATF2/STAT5B/PRKCB/PLCG2/MAP2K6/JUNB/CREB5/GNAI2/CREBBP/ADCY6/MAPK14/ADCY9/PIK3CD/SOS2/PIK3CB/FOS/CREB3L2 18 KEGG hsa04210 Apoptosis 20/809 136/8135 0.04774 0.2586 0.222 PARP2/TUBA4A/CTSZ/CTSB/LMNB2/CTSV/LMNA/BCL2L1/BCL2L11/GADD45B/CASP2/CTSS/ATM/CASP8/TUBA1C/PIK3CD/GADD45G/PIK3CB/FOS/CTSL 20 KEGG hsa05145 Toxoplasmosis 17/809 112/8135 0.05022 0.2662 0.2285 HLA-DPB1/HLA-DOA/CCR5/HSPA1B/CIITA/HSPA1A/HLA-DRB1/IRAK1/PIK3CG/CD40/HSPA2/MAP2K6/GNAI2/BCL2L1/MAPK14/CASP8/IL10 17 KEGG hsa04064 NF-kappa B signaling pathway 16/809 104/8135 0.05078 0.2662 0.2285 PRKCB/PLAU/PLCG2/TNFRSF11A/IRAK1/TRAF3/CD40/BCL2L1/GADD45B/CCL21/IL1R1/LTB/ATM/CCL19/CCL13/GADD45G 16 KEGG hsa05417 Lipid and atherosclerosis 29/809 215/8135 0.05453 0.2813 0.2415 ABCG1/HSPA5/HSPA1B/POU2F2/HSPA1A/CCL2/IRAK1/TRAF3/OLR1/CALML4/CD40/HSPA2/MAP2K6/NFATC3/RAP1A/PYCARD/CYP2C8/VAV1/PPARG/NCF4/BCL2L1/HSP90B1/HSPD1/VLDLR/MAPK14/CASP8/PIK3CD/PIK3CB/FOS 29 KEGG hsa04072 Phospholipase D signaling pathway 21/809 148/8135 0.0597 0.3032 0.2602 INSR/PTGFR/PLCG2/FYN/RALA/RALGDS/GNA12/SPHK1/PIK3CG/EGF/DGKG/PLPP3/ADCY6/ADCY9/RRAS/LPAR5/PIK3CD/SOS2/PIK3CB/DGKE/PIP5K1B 21 KEGG hsa00340 Histidine metabolism 5/809 22/8135 0.06067 0.3034 0.2604 HAL/ALDH9A1/CARNMT1/CNDP2/ALDH1B1 5 KEGG hsa00270 Cysteine and methionine metabolism 9/809 51/8135 0.0619 0.3048 0.2616 DNMT3B/LDHC/IL4I1/MAT2A/SDS/BCAT2/SDSL/MAT1A/CTH 9 KEGG hsa04962 Vasopressin-regulated water reabsorption 8/809 44/8135 0.06565 0.3184 0.2733 DCTN5/DYNC2H1/CREB5/ARHGDIB/ADCY6/STX4/ADCY9/CREB3L2 8 KEGG hsa04960 Aldosterone-regulated sodium reabsorption 7/809 37/8135 0.06896 0.3262 0.28 NEDD4L/INSR/PRKCB/ATP1B1/SGK1/PIK3CD/PIK3CB 7 KEGG hsa05416 Viral myocarditis 10/809 60/8135 0.0702 0.3262 0.28 HLA-DPB1/ITGAL/HLA-DOA/FYN/ABL2/HLA-DRB1/CD80/CD40/CCND1/CASP8 10 KEGG hsa05212 Pancreatic cancer 12/809 76/8135 0.07096 0.3262 0.28 TGFBR1/VEGFA/RALA/RALGDS/CDK4/CCND1/EGF/BCL2L1/GADD45B/PIK3CD/GADD45G/PIK3CB 12 KEGG hsa00030 Pentose phosphate pathway 6/809 30/8135 0.07126 0.3262 0.28 FBP1/PGLS/PFKP/TKT/PRPS1L1/TALDO1 6 KEGG hsa05211 Renal cell carcinoma 11/809 69/8135 0.07717 0.3483 0.299 PRCC/VEGFA/EGLN3/RAP1A/ARNT2/CREBBP/RAPGEF1/SLC2A1/PIK3CD/SOS2/PIK3CB 11 KEGG hsa04930 Type II diabetes mellitus 8/809 46/8135 0.0813 0.3596 0.3087 INSR/IRS2/ABCC8/HK2/PKLR/PRKCZ/PIK3CD/PIK3CB 8 KEGG hsa05210 Colorectal cancer 13/809 86/8135 0.08188 0.3596 0.3087 TGFBR1/TCF7L2/RALA/RALGDS/CCND1/EGF/BCL2L11/GADD45B/PIK3CD/SOS2/GADD45G/PIK3CB/FOS 13 KEGG hsa05163 Human cytomegalovirus infection 29/809 225/8135 0.08663 0.3754 0.3222 GNG11/VEGFA/ATF2/CCR5/PRKCB/CCL2/GNA12/GNG2/CALML4/CDK4/MAP2K6/NFATC3/CCND1/CREB5/ITGAV/GNAI2/CALR/ADCY6/IL1R1/MAPK14/ADCY9/CASP8/PIK3CD/PDIA3/SOS2/PIK3CB/GNB4/SP1/CREB3L2 29 KEGG hsa01521 EGFR tyrosine kinase inhibitor resistance 12/809 79/8135 0.08952 0.379 0.3253 VEGFA/PRKCB/NF1/PLCG2/AXL/EGF/BCL2L1/BCL2L11/NRG1/PIK3CD/SOS2/PIK3CB 12 KEGG hsa04625 C-type lectin receptor signaling pathway 15/809 104/8135 0.08979 0.379 0.3253 PLCG2/CALML4/NFATC3/PYCARD/CCL17/CD209/IRF1/CLEC1B/CCL22/MAPK14/CASP8/IL10/RRAS/PIK3CD/PIK3CB 15 KEGG hsa04725 Cholinergic synapse 16/809 113/8135 0.09288 0.387 0.3322 GNG11/PRKCB/FYN/GNG2/PIK3CG/CREB5/GNAI2/ADCY6/CHRM1/CHRNB4/ADCY9/PIK3CD/PIK3CB/GNB4/FOS/CREB3L2 16 KEGG hsa04929 GnRH secretion 10/809 64/8135 0.09913 0.4046 0.3473 KCNN4/GPER1/PRKCB/SPP1/ARRB2/KCNN1/CACNA1H/PIK3CD/PIK3CB/TRPC1 10 KEGG hsa04728 Dopaminergic synapse 18/809 132/8135 0.1032 0.4046 0.3473 PPP2CB/GNG11/PPP2R3A/ATF2/PRKCB/ARRB2/PPP2R5A/PPP2R5C/PPP1CA/GNG2/CALML4/CREB5/GNAI2/LRTOMT/MAPK14/GNB4/FOS/CREB3L2 18 KEGG hsa04022 cGMP-PKG signaling pathway 22/809 167/8135 0.1036 0.4046 0.3473 GUCY1B1/INSR/IRS2/KCNMB1/ATF2/PPP1CA/GTF2IRD1/GNA12/PIK3CG/RGS2/CALML4/SLC25A31/NFATC3/CREB5/GNAI2/ADCY6/PDE2A/ATP1B1/MEF2A/ADCY9/ADRB2/CREB3L2 22 KEGG hsa04750 Inflammatory mediator regulation of TRP channels 14/809 98/8135 0.1048 0.4046 0.3473 PRKCB/PLCG2/PPP1CA/HRH1/CALML4/PRKCH/MAP2K6/ADCY6/IL1R1/MAPK14/ADCY9/PIK3CD/PIK3CB/TRPV3 14 KEGG hsa04922 Glucagon signaling pathway 15/809 107/8135 0.1081 0.4046 0.3473 LDHC/ATF2/CPT1A/PHKA2/GYS1/FBP1/CALML4/PFKP/CREB5/CREBBP/PHKG2/SLC2A1/FOXO1/PYGL/CREB3L2 15 KEGG hsa01212 Fatty acid metabolism 9/809 57/8135 0.1084 0.4046 0.3473 HSD17B8/CPT1A/ECHS1/ACAA1/MECR/ACADSB/ACSBG2/SCD/HSD17B12 9 KEGG hsa05134 Legionellosis 9/809 57/8135 0.1084 0.4046 0.3473 CR1/HSPA1B/HSPA1A/HSPA2/PYCARD/HSPD1/BNIP3/CASP8/C3 9 KEGG hsa04672 Intestinal immune network for IgA production 8/809 49/8135 0.1086 0.4046 0.3473 HLA-DPB1/HLA-DOA/ICOSLG/HLA-DRB1/TNFRSF17/CD80/CD40/IL10 8 KEGG hsa05132 Salmonella infection 31/809 249/8135 0.1108 0.4046 0.3473 TCF7L2/TUBB1/CYFIP2/RHOB/TUBA4A/RILP/STX10/DCTN5/MYLPF/RHOG/ELMO2/RALA/IRAK1/PIK3CG/DYNC2H1/ACTR2/MAP2K6/PYCARD/FLNB/HSP90B1/MAPK14/S100A10/CASP8/TUBA1C/RRAS/PIK3CD/PIK3CB/KPNA1/EXOC4/FOS/DYNLT3 31 KEGG hsa05203 Viral carcinogenesis 26/809 204/8135 0.1108 0.4046 0.3473 CCND3/HDAC1/CDK2/ATF2/CCR5/STAT5B/VAC14/CCND2/GSN/TRAF3/RBPJ/CDK4/CCND1/CREB5/CREBBP/RBL2/SCIN/ATP6V0D2/CASP8/CDKN1B/ACTN1/PIK3CD/C3/PIK3CB/YWHAH/CREB3L2 26 KEGG hsa04662 B cell receptor signaling pathway 12/809 82/8135 0.1108 0.4046 0.3473 PRKCB/PLCG2/NFATC3/VAV1/LILRB2/INPP5D/LILRB5/FCGR2B/PIK3CD/SOS2/PIK3CB/FOS 12 KEGG hsa04014 Ras signaling pathway 29/809 232/8135 0.1155 0.417 0.3579 GNG11/INSR/PLA2G12A/VEGFA/PRKCB/NF1/VEGFD/PLCG2/ABL2/RALA/RALGDS/GNG2/CALML4/RAP1A/EGF/BCL2L1/VEGFB/STK4/RASAL2/RASGRP2/ANGPT1/RRAS/RASGRP4/PIK3CD/SOS2/FOXO4/PIK3CB/GNB4/RGL2 29 KEGG hsa04918 Thyroid hormone synthesis 11/809 75/8135 0.1218 0.4302 0.3692 HSPA5/ATF2/PRKCB/GPX3/ASGR2/CREB5/ADCY6/ATP1B1/HSP90B1/ADCY9/CREB3L2 11 KEGG hsa05214 Glioma 11/809 75/8135 0.1218 0.4302 0.3692 PRKCB/PLCG2/CALML4/CDK4/CCND1/EGF/GADD45B/PIK3CD/SOS2/GADD45G/PIK3CB 11 KEGG hsa05221 Acute myeloid leukemia 10/809 67/8135 0.1248 0.4361 0.3743 TCF7L2/PPARD/STAT5B/SPI1/CSF2/CCND1/PIK3CD/SOS2/PIK3CB/PER2 10 KEGG hsa00071 Fatty acid degradation 7/809 43/8135 0.1299 0.4472 0.3839 CPT1A/ALDH9A1/ECHS1/ACAA1/ACADSB/ACSBG2/ALDH1B1 7 KEGG hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 4/809 20/8135 0.1307 0.4472 0.3839 B3GALT6/DSE/XYLT1/CSGALNACT2 4 KEGG hsa05142 Chagas disease 14/809 102/8135 0.1333 0.4492 0.3856 PPP2CB/TGFBR1/CCL2/IRAK1/GNAI2/CALR/GNA15/MAPK14/CASP8/IL10/PIK3CD/C3/PIK3CB/FOS 14 KEGG hsa04664 Fc epsilon RI signaling pathway 10/809 68/8135 0.1341 0.4492 0.3856 PLCG2/FYN/MAP2K6/CSF2/VAV1/INPP5D/MAPK14/PIK3CD/SOS2/PIK3CB 10 KEGG hsa05140 Leishmaniasis 11/809 77/8135 0.1393 0.4619 0.3965 HLA-DPB1/HLA-DOA/CR1/PRKCB/HLA-DRB1/IRAK1/NCF4/MAPK14/IL10/C3/FOS 11 KEGG hsa00500 Starch and sucrose metabolism 6/809 36/8135 0.1422 0.4659 0.3999 GYG1/HK2/GYS1/GBE1/PGM2L1/PYGL 6 KEGG hsa04911 Insulin secretion 12/809 86/8135 0.1434 0.4659 0.3999 KCNN4/KCNMB1/ABCC8/ATF2/PRKCB/CREB5/KCNN1/ADCY6/ATP1B1/SLC2A1/ADCY9/CREB3L2 12 KEGG hsa00561 Glycerolipid metabolism 9/809 61/8135 0.1479 0.4706 0.4039 ALDH9A1/MBOAT1/LPIN2/DGAT1/DGKG/PLPP3/LIPC/ALDH1B1/DGKE 9 KEGG hsa04620 Toll-like receptor signaling pathway 14/809 104/8135 0.149 0.4706 0.4039 CXCL9/CXCL10/SPP1/CXCL11/IRAK1/TRAF3/CD80/CD40/MAP2K6/MAPK14/CASP8/PIK3CD/PIK3CB/FOS 14 KEGG hsa00770 Pantothenate and CoA biosynthesis 4/809 21/8135 0.1495 0.4706 0.4039 VNN1/BCAT2/VNN2/ALDH1B1 4 KEGG hsa05167 Kaposi sarcoma-associated herpesvirus infection 24/809 194/8135 0.1534 0.4706 0.4039 GNG11/TCF7L2/HCK/VEGFA/CCR5/ZFP36/PLCG2/TRAF3/GNG2/PIK3CG/CALML4/CDK4/MAP2K6/CSF2/NFATC3/CCND1/CREBBP/MAPK14/CASP8/PIK3CD/C3/PIK3CB/GNB4/FOS 24 KEGG hsa02010 ABC transporters 7/809 45/8135 0.1547 0.4706 0.4039 ABCG1/ABCC8/ABCC2/DEFB1/ABCA13/ABCB4/ABCA6 7 KEGG hsa04020 Calcium signaling pathway 29/809 240/8135 0.1551 0.4706 0.4039 P2RX1/ITPKB/MCU/PTGFR/VEGFA/PRKCB/PHKA2/VEGFD/PLCG2/STIM2/HRH1/SPHK1/PLCZ1/CALML4/SLC25A31/EGF/VEGFB/CACNA1H/GNA15/STIM1/PHKG2/NTRK3/CHRM1/MCOLN3/P2RX7/ADCY9/ADRB2/CYSLTR1/RYR1 29 KEGG hsa00250 Alanine, aspartate and glutamate metabolism 6/809 37/8135 0.1564 0.4706 0.4039 IL4I1/ASNS/ASRGL1/RIMKLB/GLUL/GFPT1 6 KEGG hsa05216 Thyroid cancer 6/809 37/8135 0.1564 0.4706 0.4039 TCF7L2/TPR/CCND1/PPARG/GADD45B/GADD45G 6 KEGG hsa04713 Circadian entrainment 13/809 97/8135 0.1638 0.4885 0.4192 GNG11/GUCY1B1/PRKCB/GNG2/CALML4/GNAI2/ADCY6/CACNA1H/ADCY9/GNB4/FOS/PER2/RYR1 13 KEGG hsa01200 Carbon metabolism 15/809 115/8135 0.1669 0.493 0.4232 HK2/FBP1/SDS/SDSL/PGLS/ECHS1/TPI1/ENO2/PFKP/PGK2/ENO1/PKLR/TKT/PRPS1L1/TALDO1 15 KEGG hsa04936 Alcoholic liver disease 18/809 142/8135 0.1684 0.493 0.4232 TCF7L2/CPT1A/CAMKK2/SREBF1/ALDH9A1/LPIN2/IL17RA/IRAK1/TRAF3/MAP2K6/CCND1/FOXO1/ALDH1B1/MAPK14/CASP8/TRA2B/C3/SCD 18 KEGG hsa05330 Allograft rejection 6/809 38/8135 0.1712 0.4967 0.4263 HLA-DPB1/HLA-DOA/HLA-DRB1/CD80/CD40/IL10 6 KEGG hsa04925 Aldosterone synthesis and secretion 13/809 98/8135 0.1728 0.4971 0.4267 ATF2/PRKCB/CYP11B2/DAGLA/CALML4/CREB5/ADCY6/CACNA1H/PDE2A/ATP1B1/ADCY9/PRKD2/CREB3L2 13 KEGG hsa04137 Mitophagy - animal 10/809 72/8135 0.1747 0.498 0.4275 PINK1/TAX1BP1/BCL2L1/MITF/TBC1D15/NBR1/BNIP3/RRAS/ULK1/SP1 10 KEGG hsa05152 Tuberculosis 22/809 180/8135 0.1805 0.5085 0.4364 HLA-DPB1/HLA-DOA/CR1/CD74/CIITA/HLA-DRB1/IRAK1/SPHK1/CALML4/CREBBP/CD209/MRC2/HSPD1/CTSS/ATP6V0D2/MAPK14/CASP8/IL10/FCGR2B/LAMP1/IRAK2/C3 22 KEGG hsa04973 Carbohydrate digestion and absorption 7/809 47/8135 0.1816 0.5085 0.4364 PRKCB/TAS1R2/HK2/SLC2A5/ATP1B1/PIK3CD/PIK3CB 7 KEGG hsa01240 Biosynthesis of cofactors 19/809 153/8135 0.183 0.5085 0.4364 PMM1/EARS2/MTHFD1L/COX15/UGDH/MAT2A/NADK/MPI/BCAT2/DHRS3/MAT1A/NAPRT/AK4/IDO1/LIAS/ALDH1B1/ALAD/CTPS1/PDXK 19 KEGG hsa04340 Hedgehog signaling pathway 8/809 56/8135 0.1887 0.5141 0.4413 CCND2/ARRB2/GRK3/GRK2/CSNK1G3/CCND1/IHH/DISP1 8 KEGG hsa04923 Regulation of lipolysis in adipocytes 8/809 56/8135 0.1887 0.5141 0.4413 INSR/IRS2/GNAI2/ADCY6/ADCY9/ADRB2/PIK3CD/PIK3CB 8 KEGG hsa05310 Asthma 5/809 31/8135 0.1898 0.5141 0.4413 HLA-DPB1/HLA-DOA/HLA-DRB1/CD40/IL10 5 KEGG hsa05131 Shigellosis 29/809 247/8135 0.1954 0.5213 0.4474 WASF1/TLN2/WASF2/HK2/MYLPF/PLCG2/ELMO2/RPTOR/VCL/TLN1/PLCZ1/ACTR2/CSF2/PYCARD/RRAGC/BCL2L1/IL1R1/FOXO1/ATM/MAPK14/BNIP3/FNBP1/ACTN1/PIK3CD/SEPTIN8/C3/FOXO4/PIK3CB/ITGA5 29 KEGG hsa00280 Valine, leucine and isoleucine degradation 7/809 48/8135 0.1957 0.5213 0.4474 IL4I1/ALDH9A1/BCAT2/ECHS1/ACAA1/ACADSB/ALDH1B1 7 KEGG hsa00230 Purine metabolism 16/809 128/8135 0.201 0.5238 0.4495 GUCY1B1/PDE6H/PFAS/PAICS/ENTPD4/IMPDH2/NUDT16/AK4/ADCY6/ATIC/PDE2A/FHIT/ADCY9/PRPS1L1/AMPD2/ENTPD6 16 KEGG hsa04071 Sphingolipid signaling pathway 15/809 119/8135 0.2014 0.5238 0.4495 PPP2CB/PPP2R3A/PRKCB/PPP2R5A/FYN/PPP2R5C/GNA12/SPHK1/S1PR4/GNAI2/MAPK14/PRKCZ/PIK3CD/PIK3CB/SPTLC2 15 KEGG hsa04722 Neurotrophin signaling pathway 15/809 119/8135 0.2014 0.5238 0.4495 IRAK3/PLCG2/IRAK1/CALML4/MAGED1/RAP1A/ARHGDIB/MAP2K5/RAPGEF1/NTRK3/MAPK14/IRAK2/PIK3CD/SOS2/PIK3CB 15 KEGG hsa04136 Autophagy - other 5/809 32/8135 0.2079 0.5336 0.458 PPP2CB/ULK2/RPTOR/ATG2B/ATG2A 5 KEGG hsa03320 PPAR signaling pathway 10/809 75/8135 0.2085 0.5336 0.458 PPARD/CPT1A/PLTP/OLR1/FABP3/NR1H3/ACAA1/PPARG/ACSBG2/SCD 10 KEGG hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 4/809 24/8135 0.2112 0.5362 0.4602 B3GALT6/EXTL3/XYLT1/HS3ST5 4 KEGG hsa05213 Endometrial cancer 8/809 58/8135 0.2153 0.5423 0.4655 TCF7L2/CCND1/EGF/GADD45B/PIK3CD/SOS2/GADD45G/PIK3CB 8 KEGG hsa05133 Pertussis 10/809 76/8135 0.2204 0.5493 0.4714 IRAK1/CALML4/PYCARD/GNAI2/IRF1/MAPK14/IL10/C3/ITGA5/FOS 10 KEGG hsa04974 Protein digestion and absorption 13/809 103/8135 0.2214 0.5493 0.4714 KCNN4/COL8A2/CELA3A/CPA2/SLC7A8/KCNK5/COL15A1/COL4A1/SLC16A10/ATP1B1/SLC7A7/SLC3A1/COL11A1 13 KEGG hsa04979 Cholesterol metabolism 7/809 50/8135 0.2251 0.5526 0.4743 CETP/APOC1/PLTP/LRPAP1/NCEH1/LIPC/NPC1 7 KEGG hsa05205 Proteoglycans in cancer 24/809 205/8135 0.2267 0.5526 0.4743 VEGFA/PRKCB/PLAU/PLCG2/FN1/PPP1CA/MMP2/HPSE2/SDC4/CCND1/VAV1/ITGAV/SDC2/IHH/FLNB/MAPK14/ITGB5/RRAS/PIK3CD/SOS2/PIK3CB/ITGA5/WNT11/CTSL 24 KEGG hsa04114 Oocyte meiosis 16/809 131/8135 0.2278 0.5526 0.4743 PPP2CB/CDK2/SMC3/PPP2R5A/PPP2R5C/PPP1CA/ESPL1/PLCZ1/CALML4/AR/ADCY6/ANAPC15/MAPK14/ADCY9/YWHAH/PTTG1 16 KEGG hsa04261 Adrenergic signaling in cardiomyocytes 18/809 150/8135 0.233 0.5609 0.4814 PPP2CB/PPP2R3A/ATF2/PPP2R5A/PPP2R5C/PPP1CA/PIK3CG/CALML4/TPM4/CREB5/GNAI2/ADCY6/ATP1B1/MAPK14/ADCY9/ADRB2/PPP1R1A/CREB3L2 18 KEGG hsa00380 Tryptophan metabolism 6/809 42/8135 0.2353 0.5616 0.482 IL4I1/ALDH9A1/ECHS1/IDO1/CYP1B1/ALDH1B1 6 KEGG hsa05130 Pathogenic Escherichia coli infection 23/809 197/8135 0.2367 0.5616 0.482 WASF1/TUBB1/CYFIP2/CLDN2/MYO1E/TUBA4A/WASF2/FYN/IRAK1/GNA12/ACTR2/PYCARD/MYO5B/IL1R1/SEC24D/CLDN19/MAPK14/MYO1C/CASP8/TUBA1C/LPAR5/MYO1F/FOS 23 KEGG hsa04928 Parathyroid hormone synthesis, secretion and action 13/809 106/8135 0.253 0.5913 0.5075 ATF2/PRKCB/ARRB2/GNA12/MMP14/CREB5/GNAI2/ADCY6/MEF2A/ADCY9/FOS/SP1/CREB3L2 13 KEGG hsa04141 Protein processing in endoplasmic reticulum 20/809 171/8135 0.2535 0.5913 0.5075 HSPA5/DNAJC5G/LMAN1/HSPA1B/HYOU1/HSPA1A/YOD1/HSPH1/SSR3/HSPA2/EIF2AK4/RPN2/CALR/DERL2/STT3A/SEC61A1/HSP90B1/SEC24D/P4HB/PDIA3 20 KEGG hsa04540 Gap junction 11/809 88/8135 0.2563 0.5913 0.5075 TUBB1/GUCY1B1/TUBA4A/PRKCB/EGF/GNAI2/ADCY6/MAP2K5/ADCY9/TUBA1C/SOS2 11 KEGG hsa04630 JAK-STAT signaling pathway 19/809 162/8135 0.2565 0.5913 0.5075 CCND3/CISH/STAT5B/CCND2/IL13RA1/PIAS1/CSF2/CCND1/LEPR/EGF/SOCS6/CREBBP/IL27RA/BCL2L1/IL10/IL20/PIK3CD/SOS2/PIK3CB 19 KEGG hsa00061 Fatty acid biosynthesis 3/809 18/8135 0.2633 0.6027 0.5173 HSD17B8/MECR/ACSBG2 3 KEGG hsa04640 Hematopoietic cell lineage 12/809 99/8135 0.2778 0.6274 0.5385 HLA-DPB1/CD1B/ITGA1/HLA-DOA/CR1/CD1E/HLA-DRB1/CSF2/ITGA2B/IL1R1/ITGA5/CD1D 12 KEGG hsa04934 Cushing syndrome 18/809 155/8135 0.278 0.6274 0.5385 TCF7L2/CDK2/ATF2/KMT2A/NCEH1/CDKN2C/CDK4/RAP1A/CCND1/CREB5/GNAI2/ADCY6/CACNA1H/ADCY9/CDKN1B/WNT11/SP1/CREB3L2 18 KEGG hsa05207 Chemical carcinogenesis - receptor activation 24/809 212/8135 0.2802 0.6281 0.5391 CCND3/VEGFA/ATF2/STAT5B/PRKCB/ARRB2/AR/CCND1/EGF/CREB5/GNAI2/ADCY6/CYP1B1/HSP90B1/CHRNB4/ADCY9/ADRB2/GSTA4/PIK3CD/SOS2/PIK3CB/KPNA1/FOS/CREB3L2 24 KEGG hsa04144 Endocytosis 28/809 251/8135 0.2868 0.6385 0.548 TGFBR1/NEDD4L/RAB35/CCR5/HSPA1B/ARRB2/HSPA1A/GRK3/SMAP2/GRK2/VPS37C/HSPA2/RUFY1/RAB11FIP1/ACTR2/ACAP2/AGAP3/GIT2/VPS26B/SNX12/FOLR3/PSD3/PDCD6IP/EPS15/PRKCZ/CLTCL1/EHD3/PIP5K1B 28 KEGG hsa05032 Morphine addiction 11/809 91/8135 0.293 0.6477 0.556 GNG11/PRKCB/ARRB2/GRK3/GNG2/GRK2/GNAI2/ADCY6/PDE2A/ADCY9/GNB4 11 KEGG hsa01524 Platinum drug resistance 9/809 73/8135 0.2993 0.6573 0.5641 SLC31A1/ABCC2/ERCC1/BCL2L1/ATM/CASP8/GSTA4/PIK3CD/PIK3CB 9 KEGG hsa04371 Apelin signaling pathway 16/809 139/8135 0.3059 0.6672 0.5726 TGFBR1/GNG11/SPP1/SPHK1/GNG2/PIK3CG/CALML4/CCND1/GNAI2/ADCY6/KLF2/MEF2A/ADCY9/RRAS/GNB4/RYR1 16 KEGG hsa05225 Hepatocellular carcinoma 19/809 168/8135 0.311 0.6739 0.5784 TGFBR1/TCF7L2/PRKCB/PLCG2/FRAT1/SMARCD3/CDK4/CCND1/ARID1A/BCL2L1/GADD45B/ARID1B/GSTA4/PIK3CD/SOS2/GADD45G/PIK3CB/SMARCA2/WNT11 19 KEGG hsa04927 Cortisol synthesis and secretion 8/809 65/8135 0.3173 0.6828 0.5861 ATF2/NCEH1/CREB5/ADCY6/CACNA1H/ADCY9/SP1/CREB3L2 8 KEGG hsa04060 Cytokine-cytokine receptor interaction 32/809 295/8135 0.3269 0.6989 0.5999 TGFBR1/PF4/PPBP/TNFRSF12A/CXCL9/CXCL10/CCR5/CCL8/CCL2/TNFRSF11A/CX3CR1/CXCL11/BMP10/IL17RA/IL13RA1/TNFRSF17/CD40/CSF2/GDF9/LEPR/CCL17/IL27RA/CCL21/IL1R1/LTB/CCL22/IL10/IL20/CCL19/TNFRSF8/CCL13/CXCL13 32 KEGG hsa04657 IL-17 signaling pathway 11/809 94/8135 0.331 0.7031 0.6035 CXCL10/CCL2/IL17RA/TRAF3/CSF2/CCL17/HSP90B1/MAPK14/CASP8/LCN2/FOS 11 KEGG hsa04012 ErbB signaling pathway 10/809 85/8135 0.3365 0.7102 0.6096 STAT5B/PRKCB/PLCG2/ABL2/EGF/CDKN1B/NRG1/PIK3CD/SOS2/PIK3CB 10 KEGG hsa04724 Glutamatergic synapse 13/809 114/8135 0.3439 0.7125 0.6116 GNG11/PRKCB/GRK3/GNG2/GRK2/HOMER2/SLC1A3/GNAI2/ADCY6/GLUL/ADCY9/GNB4/TRPC1 13 KEGG hsa05161 Hepatitis B 18/809 162/8135 0.3454 0.7125 0.6116 TGFBR1/CDK2/ATF2/STAT5B/PRKCB/IRAK1/TRAF3/MAP2K6/NFATC3/CREB5/CREBBP/MAPK14/CASP8/PIK3CD/SOS2/PIK3CB/FOS/CREB3L2 18 KEGG hsa00513 Various types of N-glycan biosynthesis 5/809 39/8135 0.3459 0.7125 0.6116 MGAT4A/MGAT1/RPN2/STT3A/MAN2A2 5 KEGG hsa05017 Spinocerebellar ataxia 16/809 143/8135 0.3475 0.7125 0.6116 ULK2/MCU/PRKCB/PSMD3/RBPJ/ATG2B/SLC25A31/TWNK/VLDLR/ATG2A/PIK3CD/PIK3CB/PUM1/ULK1/RYR1/SP1 16 KEGG hsa01523 Antifolate resistance 4/809 30/8135 0.3486 0.7125 0.6116 ABCC2/SLC19A1/ATIC/FOLR3 4 KEGG hsa05150 Staphylococcus aureus infection 11/809 96/8135 0.3569 0.725 0.6222 HLA-DPB1/ITGAL/HLA-DOA/FPR3/KRT27/HLA-DRB1/DEFB1/SELPLG/IL10/FCGR2B/C3 11 KEGG hsa04921 Oxytocin signaling pathway 17/809 154/8135 0.3619 0.7251 0.6224 GUCY1B1/PRKCB/CAMKK2/EEF2K/PPP1CA/PIK3CG/RGS2/CALML4/NFATC3/CCND1/GNAI2/ADCY6/MAP2K5/MYL6B/ADCY9/FOS/RYR1 17 KEGG hsa00260 Glycine, serine and threonine metabolism 5/809 40/8135 0.3664 0.7251 0.6224 GATM/PIPOX/SDS/SDSL/CTH 5 KEGG hsa03015 mRNA surveillance pathway 11/809 97/8135 0.37 0.7251 0.6224 PPP2CB/PPP2R3A/MSI2/PPP2R5A/PPP2R5C/PPP1CA/RNMT/PNN/PABPC3/CPSF1/NCBP2 11 KEGG hsa04370 VEGF signaling pathway 7/809 59/8135 0.371 0.7251 0.6224 VEGFA/PRKCB/PLCG2/SPHK1/MAPK14/PIK3CD/PIK3CB 7 KEGG hsa00410 beta-Alanine metabolism 4/809 31/8135 0.3721 0.7251 0.6224 ALDH9A1/ECHS1/CNDP2/ALDH1B1 4 KEGG hsa00220 Arginine biosynthesis 3/809 22/8135 0.3765 0.7251 0.6224 NAGS/ARG1/GLUL 3 KEGG hsa04512 ECM-receptor interaction 10/809 88/8135 0.3777 0.7251 0.6224 ITGA1/SPP1/FN1/COL4A1/VWF/SDC4/ITGAV/ITGA2B/ITGB5/ITGA5 10 KEGG hsa05144 Malaria 6/809 50/8135 0.3787 0.7251 0.6224 ITGAL/CR1/CCL2/CD40/SDC2/IL10 6 KEGG hsa05031 Amphetamine addiction 8/809 69/8135 0.3793 0.7251 0.6224 HDAC1/ATF2/PRKCB/PPP1CA/CALML4/CREB5/FOS/CREB3L2 8 KEGG hsa05204 Chemical carcinogenesis - DNA adducts 8/809 69/8135 0.3793 0.7251 0.6224 NAT2/SULT1A2/CYP2A13/SULT1A1/CYP2C8/CYP1B1/GSTA4/HPGDS 8 KEGG hsa00564 Glycerophospholipid metabolism 11/809 98/8135 0.3831 0.7281 0.6249 PLA2G12A/CDS1/MBOAT1/LPIN2/GNPAT/DGKG/PLPP3/LPCAT4/PISD/CHKA/DGKE 11 KEGG hsa05219 Bladder cancer 5/809 41/8135 0.3869 0.7286 0.6254 VEGFA/MMP2/CDK4/CCND1/EGF 5 KEGG hsa04730 Long-term depression 7/809 60/8135 0.3878 0.7286 0.6254 PPP2CB/GUCY1B1/PRKCB/PPP1R17/GNA12/GNAI2/RYR1 7 KEGG hsa05235 PD-L1 expression and PD-1 checkpoint pathway in cancer 10/809 89/8135 0.3916 0.7292 0.6259 MAP2K6/NFATC3/CD274/EGF/MAPK14/BATF2/PIK3CD/PIK3CB/EML4/FOS 10 KEGG hsa05160 Hepatitis C 17/809 157/8135 0.3931 0.7292 0.6259 PPP2CB/CDK2/CLDN2/CXCL10/TRAF3/PIAS1/NR1H3/CDK4/CCND1/EIF2AK4/EGF/CLDN19/CASP8/PIK3CD/SOS2/PIK3CB/YWHAH 17 KEGG hsa05230 Central carbon metabolism in cancer 8/809 70/8135 0.395 0.7292 0.6259 LDHC/HK2/PFKP/SLC2A1/NTRK3/PIK3CD/PIK3CB/SLC16A3 8 KEGG hsa00330 Arginine and proline metabolism 6/809 51/8135 0.3971 0.7292 0.6259 GATM/ALDH9A1/ARG1/CNDP2/P4HA1/ALDH1B1 6 KEGG hsa03060 Protein export 3/809 23/8135 0.4045 0.7386 0.634 HSPA5/SEC61A1/SPCS3 3 KEGG hsa05218 Melanoma 8/809 72/8135 0.4263 0.7724 0.6629 CDK4/CCND1/EGF/GADD45B/MITF/PIK3CD/GADD45G/PIK3CB 8 KEGG hsa04940 Type I diabetes mellitus 5/809 43/8135 0.4278 0.7724 0.6629 HLA-DPB1/HLA-DOA/HLA-DRB1/CD80/HSPD1 5 KEGG hsa05320 Autoimmune thyroid disease 6/809 53/8135 0.4339 0.7791 0.6687 HLA-DPB1/HLA-DOA/HLA-DRB1/CD80/CD40/IL10 6 KEGG hsa05164 Influenza A 18/809 171/8135 0.4363 0.7792 0.6688 CCND3/HLA-DPB1/HLA-DOA/CXCL10/PRKCB/CIITA/CCL2/HLA-DRB1/TRAF3/SLC25A31/CDK4/PYCARD/CREBBP/NUP98/CASP8/PIK3CD/PIK3CB/KPNA1 18 KEGG hsa00604 Glycosphingolipid biosynthesis - ganglio series 2/809 15/8135 0.4481 0.7959 0.6831 ST6GALNAC3/ST6GALNAC4 2 KEGG hsa04350 TGF-beta signaling pathway 10/809 94/8135 0.4609 0.8118 0.6968 SMAD1/PPP2CB/TGFBR1/E2F5/CREBBP/SMAD7/TGIF1/MICOS10-NBL1/NBL1/SP1 10 KEGG hsa04660 T cell receptor signaling pathway 11/809 104/8135 0.4621 0.8118 0.6968 FYN/CDK4/CSF2/NFATC3/VAV1/MAPK14/IL10/PIK3CD/SOS2/PIK3CB/FOS 11 KEGG hsa01232 Nucleotide metabolism 9/809 85/8135 0.4739 0.8223 0.7058 TK1/ENTPD4/IMPDH2/NUDT16/AK4/UCK2/AMPD2/CTPS1/ENTPD6 9 KEGG hsa04610 Complement and coagulation cascades 9/809 85/8135 0.4739 0.8223 0.7058 CLU/CR1/PROCR/PLAU/A2M/F5/VSIG4/VWF/C3 9 KEGG hsa00360 Phenylalanine metabolism 2/809 16/8135 0.4824 0.8223 0.7058 IL4I1/MIF 2 KEGG hsa00563 Glycosylphosphatidylinositol (GPI)-anchor biosynthesis 3/809 26/8135 0.4859 0.8223 0.7058 PIGB/PIGX/MPPE1 3 KEGG hsa00350 Tyrosine metabolism 4/809 36/8135 0.4872 0.8223 0.7058 IL4I1/MIF/FAH/LRTOMT 4 KEGG hsa00512 Mucin type O-glycan biosynthesis 4/809 36/8135 0.4872 0.8223 0.7058 GALNT10/ST6GALNAC3/ST6GALNAC1/ST6GALNAC4 4 KEGG hsa04150 mTOR signaling pathway 16/809 156/8135 0.4875 0.8223 0.7058 INSR/ULK2/PRKCB/SEH1L/LPIN2/RPTOR/LAMTOR4/ATP6V1C2/RRAGC/SGK1/FNIP2/PIK3CD/SOS2/PIK3CB/ULK1/WNT11 16 KEGG hsa05414 Dilated cardiomyopathy 10/809 96/8135 0.4883 0.8223 0.7058 ITGA1/TPM4/ITGAV/ITGA2B/LMNA/ADCY6/ADCY9/ITGB5/ITGA5/EMD 10 KEGG hsa03040 Spliceosome 15/809 147/8135 0.4988 0.8313 0.7135 HSPA1B/HSPA1A/THOC2/RBM22/PPIL1/HSPA2/SF3B2/RBM17/PRPF4/CDC40/LSM8/SLU7/ZMAT2/NCBP2/TRA2B 15 KEGG hsa05224 Breast cancer 15/809 147/8135 0.4988 0.8313 0.7135 TCF7L2/NCOA1/NCOA3/FRAT1/CDK4/CCND1/EGF/GADD45B/PIK3CD/SOS2/GADD45G/PIK3CB/FOS/WNT11/SP1 15 KEGG hsa05412 Arrhythmogenic right ventricular cardiomyopathy 8/809 77/8135 0.5037 0.8332 0.7152 TCF7L2/ITGA1/ITGAV/ITGA2B/LMNA/ITGB5/ITGA5/EMD 8 KEGG hsa00620 Pyruvate metabolism 5/809 47/8135 0.5075 0.8332 0.7152 LDHC/HAGH/ALDH9A1/PKLR/ALDH1B1 5 KEGG hsa00062 Fatty acid elongation 3/809 27/8135 0.5118 0.8332 0.7152 ECHS1/MECR/HSD17B12 3 KEGG hsa01040 Biosynthesis of unsaturated fatty acids 3/809 27/8135 0.5118 0.8332 0.7152 ACAA1/SCD/HSD17B12 3 KEGG hsa03013 Nucleocytoplasmic transport 11/809 108/8135 0.5141 0.8332 0.7152 THOC5/SEH1L/THOC2/TPR/XPO5/PNN/RANBP17/NUP214/NUP98/NCBP2/KPNA1 11 KEGG hsa00120 Primary bile acid biosynthesis 2/809 17/8135 0.5153 0.8332 0.7152 ACOT8/HSD3B7 2 KEGG hsa04530 Tight junction 17/809 169/8135 0.5184 0.8341 0.7159 PPP2CB/NEDD4L/CD1B/CLDN2/TUBA4A/CD1E/CDK4/WAS/ACTR2/RAP1A/CCND1/MYL6B/CLDN19/TUBA1C/ACTN1/PRKCZ/CD1D 17 KEGG hsa04727 GABAergic synapse 9/809 89/8135 0.5311 0.8503 0.7298 GNG11/PRKCB/GNG2/GNAI2/ADCY6/GLUL/ADCY9/GNB4/SLC12A5 9 KEGG hsa05170 Human immunodeficiency virus 1 infection 21/809 212/8135 0.5423 0.8627 0.7404 GNG11/CCR5/PRKCB/PLCG2/IRAK1/AP1M1/GNG2/CALML4/MAP2K6/NFATC3/GNAI2/CALR/BCL2L1/ATM/MAPK14/CASP8/PIK3CD/PDIA3/PIK3CB/GNB4/FOS 21 KEGG hsa05030 Cocaine addiction 5/809 49/8135 0.5456 0.8627 0.7404 ATF2/GPSM1/CREB5/GNAI2/CREB3L2 5 KEGG hsa00511 Other glycan degradation 2/809 18/8135 0.5468 0.8627 0.7404 MANBA/FUCA1 2 KEGG hsa04916 Melanogenesis 10/809 101/8135 0.5552 0.8695 0.7463 TCF7L2/PRKCB/CALML4/GNAI2/CREBBP/ADCY6/MITF/ADCY9/WNT11/CREB3L2 10 KEGG hsa00510 N-Glycan biosynthesis 5/809 50/8135 0.5642 0.8695 0.7463 MGAT4A/MGAT1/RPN2/STT3A/MAN2A2 5 KEGG hsa05110 Vibrio cholerae infection 5/809 50/8135 0.5642 0.8695 0.7463 PLCG2/ATP6V1C2/SEC61A1/ATP6V0D2/ADCY9 5 KEGG hsa04658 Th1 and Th2 cell differentiation 9/809 92/8135 0.5725 0.8695 0.7463 HLA-DPB1/HLA-DOA/STAT5B/HLA-DRB1/RBPJ/NFATC3/MAPK14/MAF/FOS 9 KEGG hsa00140 Steroid hormone biosynthesis 6/809 61/8135 0.5744 0.8695 0.7463 HSD17B8/CYP11B2/SULT2B1/CYP1B1/LRTOMT/HSD17B12 6 KEGG hsa00590 Arachidonic acid metabolism 6/809 61/8135 0.5744 0.8695 0.7463 PLA2G12A/CBR3/GPX3/LTA4H/CYP2C8/HPGDS 6 KEGG hsa00531 Glycosaminoglycan degradation 2/809 19/8135 0.5769 0.8695 0.7463 HPSE2/HGSNAT 2 KEGG hsa01210 2-Oxocarboxylic acid metabolism 2/809 19/8135 0.5769 0.8695 0.7463 NAGS/BCAT2 2 KEGG hsa04913 Ovarian steroidogenesis 5/809 51/8135 0.5823 0.8695 0.7463 INSR/ADCY6/CYP1B1/ADCY9/FSHR 5 KEGG hsa04932 Non-alcoholic fatty liver disease 15/809 155/8135 0.5849 0.8695 0.7463 INSR/IRS2/SREBF1/NR1H3/LEPR/PPARG/BCL2L11/PKLR/COX7A2L/UQCRB/MAPK14/CASP8/PIK3CD/PIK3CB/FOS 15 KEGG hsa00053 Ascorbate and aldarate metabolism 3/809 30/8135 0.5851 0.8695 0.7463 ALDH9A1/UGDH/ALDH1B1 3 KEGG hsa04912 GnRH signaling pathway 9/809 93/8135 0.5859 0.8695 0.7463 PRKCB/MMP2/CALML4/MMP14/MAP2K6/ADCY6/MAPK14/ADCY9/SOS2 9 KEGG hsa04970 Salivary secretion 9/809 93/8135 0.5859 0.8695 0.7463 KCNN4/GUCY1B1/PRKCB/CALML4/ADCY6/ATP1B1/ADCY9/ADRB2/MUC7 9 KEGG hsa03440 Homologous recombination 4/809 41/8135 0.5928 0.8758 0.7517 POLD2/BABAM2/ATM/UIMC1 4 KEGG hsa00600 Sphingolipid metabolism 5/809 52/8135 0.6001 0.882 0.7571 KDSR/SPHK1/PLPP3/B4GALT6/SPTLC2 5 KEGG hsa00670 One carbon pool by folate 2/809 20/8135 0.6054 0.882 0.7571 MTHFD1L/ATIC 2 KEGG hsa00052 Galactose metabolism 3/809 31/8135 0.6079 0.882 0.7571 GALM/HK2/PFKP 3 KEGG hsa04710 Circadian rhythm 3/809 31/8135 0.6079 0.882 0.7571 BHLHE40/BHLHE41/PER2 3 KEGG hsa05332 Graft-versus-host disease 4/809 42/8135 0.6124 0.8845 0.7592 HLA-DPB1/HLA-DOA/HLA-DRB1/CD80 4 KEGG hsa04961 Endocrine and other factor-regulated calcium reabsorption 5/809 53/8135 0.6174 0.8878 0.762 PRKCB/ADCY6/ATP1B1/ADCY9/CLTCL1 5 KEGG hsa04613 Neutrophil extracellular trap formation 18/809 190/8135 0.6232 0.8923 0.7659 HDAC1/ITGAL/H2AC11/CR1/PRKCB/FPR3/PLCG2/H2AJ/H2AC6/VWF/SLC25A31/SELPLG/ITGA2B/NCF4/MAPK14/PIK3CD/C3/PIK3CB 18 KEGG hsa04215 Apoptosis - multiple species 3/809 32/8135 0.6299 0.8979 0.7706 BCL2L1/BCL2L11/CASP8 3 KEGG hsa04971 Gastric acid secretion 7/809 76/8135 0.6418 0.9077 0.7791 PRKCB/CALML4/GNAI2/ADCY6/ATP1B1/KCNJ15/ADCY9 7 KEGG hsa04659 Th17 cell differentiation 10/809 108/8135 0.6424 0.9077 0.7791 TGFBR1/HLA-DPB1/HLA-DOA/STAT5B/HLA-DRB1/NFATC3/IL27RA/IL1R1/MAPK14/FOS 10 KEGG hsa03410 Base excision repair 3/809 33/8135 0.651 0.912 0.7827 PARP2/LIG3/POLD2 3 KEGG hsa04130 SNARE interactions in vesicular transport 3/809 33/8135 0.651 0.912 0.7827 STX6/SNAP29/STX4 3 KEGG hsa00900 Terpenoid backbone biosynthesis 2/809 22/8135 0.6581 0.9179 0.7878 IDI1/RCE1 2 KEGG hsa04720 Long-term potentiation 6/809 67/8135 0.6674 0.9245 0.7935 PRKCB/PPP1CA/CALML4/RAP1A/CREBBP/PPP1R1A 6 KEGG hsa04721 Synaptic vesicle cycle 7/809 78/8135 0.6691 0.9245 0.7935 UNC13B/SLC1A3/ATP6V1C2/CPLX1/STXBP1/ATP6V0D2/CLTCL1 7 KEGG hsa04976 Bile secretion 8/809 89/8135 0.6714 0.9245 0.7935 ABCC2/SLC51A/NCEH1/ADCY6/ABCB4/ATP1B1/SLC2A1/ADCY9 8 KEGG hsa05410 Hypertrophic cardiomyopathy 8/809 90/8135 0.6837 0.9375 0.8047 ITGA1/TPM4/ITGAV/ITGA2B/LMNA/ITGB5/ITGA5/EMD 8 KEGG hsa04920 Adipocytokine signaling pathway 6/809 69/8135 0.6953 0.9399 0.8067 IRS2/CPT1A/CAMKK2/LEPR/SLC2A1/ACSBG2 6 KEGG hsa04924 Renin secretion 6/809 69/8135 0.6953 0.9399 0.8067 GUCY1B1/CTSB/CALML4/GNAI2/ADCY6/ADRB2 6 KEGG hsa04972 Pancreatic secretion 9/809 102/8135 0.6969 0.9399 0.8067 CELA3A/PLA2G12A/CPA2/PRKCB/RAP1A/ADCY6/ATP1B1/ADCY9/TRPC1 9 KEGG hsa00240 Pyrimidine metabolism 5/809 58/8135 0.697 0.9399 0.8067 TK1/ENTPD4/UCK2/CTPS1/ENTPD6 5 KEGG hsa00514 Other types of O-glycan biosynthesis 4/809 47/8135 0.7009 0.9413 0.8079 GALNT10/PLOD3/XXYLT1/B3GLCT 4 KEGG hsa00760 Nicotinate and nicotinamide metabolism 3/809 36/8135 0.7091 0.9437 0.81 NADK/NAPRT/SIRT5 3 KEGG hsa04714 Thermogenesis 21/809 232/8135 0.7099 0.9437 0.81 SLC25A20/ATF2/CPT1A/COA7/ZNF516/COX15/RPTOR/SMARCD3/CREB5/PPARG/ARID1A/ADCY6/ARID1B/COX7A2L/UQCRB/KDM3A/MAPK14/ADCY9/SOS2/SMARCA2/CREB3L2 21 KEGG hsa04330 Notch signaling pathway 5/809 59/8135 0.7114 0.9437 0.81 HDAC1/DTX4/RBPJ/TLE4/CREBBP 5 KEGG hsa04146 Peroxisome 7/809 82/8135 0.7197 0.9508 0.8161 ACOT8/PIPOX/ECH1/GNPAT/NUDT19/ACAA1/PEX5 7 KEGG hsa00592 alpha-Linolenic acid metabolism 2/809 25/8135 0.7263 0.9521 0.8172 PLA2G12A/ACAA1 2 KEGG hsa05143 African trypanosomiasis 3/809 37/8135 0.7267 0.9521 0.8172 PRKCB/IDO1/IL10 3 KEGG hsa05226 Gastric cancer 13/809 149/8135 0.732 0.9521 0.8172 TGFBR1/TCF7L2/CDK2/FRAT1/CCND1/EGF/GADD45B/CDKN1B/PIK3CD/SOS2/GADD45G/PIK3CB/WNT11 13 KEGG hsa05415 Diabetic cardiomyopathy 18/809 203/8135 0.7324 0.9521 0.8172 TGFBR1/PDK4/INSR/PRKCB/GYS1/PPP1CA/MMP2/SLC25A31/NCF4/COX7A2L/SLC2A1/UQCRB/MAPK14/PRKCZ/PIK3CD/PIK3CB/SP1/GFPT1 18 KEGG hsa05340 Primary immunodeficiency 3/809 38/8135 0.7435 0.9596 0.8236 CIITA/CD40/DCLRE1C 3 KEGG hsa03450 Non-homologous end-joining 1/809 13/8135 0.744 0.9596 0.8236 DCLRE1C 1 KEGG hsa04621 NOD-like receptor signaling pathway 16/809 184/8135 0.752 0.9659 0.8291 MCU/CCL2/CTSB/TRAF3/PKN2/TRIP6/PYCARD/GBP1/CARD8/BCL2L1/TRPM7/NLRP12/NLRP1/P2RX7/MAPK14/CASP8 16 KEGG hsa03250 Viral life cycle - HIV-1 5/809 63/8135 0.7644 0.9684 0.8312 CCR5/PSIP1/CREBBP/PDCD6IP/NELFA 5 KEGG hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 2/809 27/8135 0.7651 0.9684 0.8312 ST3GAL6/B3GNT5 2 KEGG hsa04966 Collecting duct acid secretion 2/809 27/8135 0.7651 0.9684 0.8312 ATP6V1C2/ATP6V0D2 2 KEGG hsa04120 Ubiquitin mediated proteolysis 12/809 142/8135 0.7658 0.9684 0.8312 NEDD4L/UBE2R2/SAE1/UBE2E2/HERC3/UBA3/PIAS1/FBXW7/ANAPC15/HERC1/UBA2/HERC2 12 KEGG hsa05034 Alcoholism 16/809 187/8135 0.7741 0.9751 0.837 GNG11/HDAC1/H2AC11/SLC29A3/ATF2/CAMKK2/PPP1CA/H2AJ/H2AC6/GNG2/CALML4/CREB5/GNAI2/SOS2/GNB4/CREB3L2 16 KEGG hsa04024 cAMP signaling pathway 19/809 221/8135 0.7829 0.9763 0.8379 SUCNR1/PPP1CA/CALML4/RAP1A/CREB5/VAV1/GNAI2/CREBBP/ADCY6/ATP1B1/CHRM1/ADCY9/ADRB2/RRAS/PIK3CD/PIK3CB/FSHR/FOS/CREB3L2 19 KEGG hsa05321 Inflammatory bowel disease 5/809 65/8135 0.7879 0.9763 0.8379 HLA-DPB1/HLA-DOA/HLA-DRB1/IL10/MAF 5 KEGG hsa04216 Ferroptosis 3/809 41/8135 0.7889 0.9763 0.8379 SLC39A14/STEAP3/SLC11A2 3 KEGG hsa04270 Vascular smooth muscle contraction 11/809 134/8135 0.7912 0.9763 0.8379 GUCY1B1/PLA2G12A/KCNMB1/PRKCB/PPP1CA/GNA12/CALML4/PRKCH/ADCY6/MYL6B/ADCY9 11 KEGG hsa00730 Thiamine metabolism 1/809 15/8135 0.7925 0.9763 0.8379 AK4 1 KEGG hsa04390 Hippo signaling pathway 13/809 157/8135 0.7963 0.9763 0.8379 SMAD1/CCND3/PPP2CB/TGFBR1/TCF7L2/CCND2/PPP1CA/SAV1/CCND1/SMAD7/PRKCZ/WNT11/YWHAH 13 KEGG hsa00591 Linoleic acid metabolism 2/809 29/8135 0.799 0.9763 0.8379 PLA2G12A/CYP2C8 2 KEGG hsa04392 Hippo signaling pathway - multiple species 2/809 29/8135 0.799 0.9763 0.8379 RASSF2/SAV1 2 KEGG hsa05322 Systemic lupus erythematosus 11/809 136/8135 0.8067 0.9778 0.8392 HLA-DPB1/H2AC11/HLA-DOA/HLA-DRB1/H2AJ/H2AC6/CD80/CD40/IL10/ACTN1/C3 11 KEGG hsa04914 Progesterone-mediated oocyte maturation 8/809 102/8135 0.8082 0.9778 0.8392 CDK2/GNAI2/ADCY6/ANAPC15/MAPK14/ADCY9/PIK3CD/PIK3CB 8 KEGG hsa00630 Glyoxylate and dicarboxylate metabolism 2/809 30/8135 0.8143 0.9778 0.8392 HYI/GLUL 2 KEGG hsa00860 Porphyrin metabolism 3/809 43/8135 0.8153 0.9778 0.8392 EARS2/COX15/ALAD 3 KEGG hsa04975 Fat digestion and absorption 3/809 43/8135 0.8153 0.9778 0.8392 PLA2G12A/DGAT1/PLPP3 3 KEGG hsa00830 Retinol metabolism 5/809 68/8135 0.8198 0.9795 0.8407 DHRS3/DGAT1/CYP2C8/ALDH1A2/DHRS9 5 KEGG hsa05020 Prion disease 23/809 273/8135 0.8302 0.983 0.8437 TUBB1/HSPA5/MCU/TUBA4A/ATF2/HSPA1B/FYN/HSPA1A/PSMD3/STIP1/SLC25A31/HSPA2/CREB5/NCF4/NCAM2/COX7A2L/UQCRB/MAPK14/TUBA1C/PIK3CD/PIK3CB/RYR1/CREB3L2 23 KEGG hsa00450 Selenocompound metabolism 1/809 17/8135 0.8318 0.983 0.8437 CTH 1 KEGG hsa00910 Nitrogen metabolism 1/809 17/8135 0.8318 0.983 0.8437 GLUL 1 KEGG hsa03022 Basal transcription factors 3/809 45/8135 0.8389 0.9844 0.8449 TAF10/GTF2IRD1/TAF8 3 KEGG hsa00640 Propanoate metabolism 2/809 32/8135 0.8418 0.9844 0.8449 LDHC/ECHS1 2 KEGG hsa00480 Glutathione metabolism 4/809 58/8135 0.8421 0.9844 0.8449 GGCT/GPX3/GSTA4/HPGDS 4 KEGG hsa04650 Natural killer cell mediated cytotoxicity 10/809 131/8135 0.8517 0.9922 0.8516 ITGAL/PRKCB/PLCG2/FYN/CSF2/VAV1/SH2D1B/PIK3CD/SOS2/PIK3CB 10 KEGG hsa04310 Wnt signaling pathway 13/809 167/8135 0.8601 0.9928 0.8521 CCND3/TCF7L2/SERPINF1/PPARD/PRKCB/CCND2/FRAT1/PRICKLE1/TLE4/NFATC3/CCND1/CREBBP/WNT11 13 KEGG hsa04978 Mineral absorption 4/809 60/8135 0.8606 0.9928 0.8521 SLC31A1/ATP1B1/TRPM7/SLC11A2 4 KEGG hsa03008 Ribosome biogenesis in eukaryotes 8/809 109/8135 0.8614 0.9928 0.8521 HEATR1/GNL3/RCL1/NAT10/NOP58/MDN1/GTPBP4/RIOK1 8 KEGG hsa00100 Steroid biosynthesis 1/809 20/8135 0.8772 1 0.8583 FDFT1 1 KEGG hsa00565 Ether lipid metabolism 3/809 49/8135 0.8783 1 0.8583 PLA2G12A/PLPP3/LPCAT4 3 KEGG hsa05217 Basal cell carcinoma 4/809 63/8135 0.8849 1 0.8583 TCF7L2/GADD45B/GADD45G/WNT11 4 KEGG hsa04726 Serotonergic synapse 8/809 115/8135 0.8969 1 0.8583 GNG11/PRKCB/GNG2/DUSP1/CYP2C8/GNAI2/GNB4/TRPC1 8 KEGG hsa00980 Metabolism of xenobiotics by cytochrome P450 5/809 78/8135 0.899 1 0.8583 CBR3/CYP2A13/CYP1B1/GSTA4/HPGDS 5 KEGG hsa03430 Mismatch repair 1/809 23/8135 0.9104 1 0.8583 POLD2 1 KEGG hsa04614 Renin-angiotensin system 1/809 23/8135 0.9104 1 0.8583 LNPEP 1 KEGG hsa04964 Proximal tubule bicarbonate reclamation 1/809 23/8135 0.9104 1 0.8583 ATP1B1 1 KEGG hsa00983 Drug metabolism - other enzymes 5/809 80/8135 0.9106 1 0.8583 TK1/IMPDH2/NAT2/UCK2/GSTA4 5 KEGG hsa05016 Huntington disease 24/809 306/8135 0.9151 1 0.8583 HDAC1/TUBB1/ULK2/DNAH12/TUBA4A/GPX3/TGM2/DCTN5/PSMD3/ATG2B/SLC25A31/SLC1A3/CREB5/PPARG/CREBBP/COX7A2L/UQCRB/ATG2A/CASP8/TUBA1C/CLTCL1/ULK1/SP1/CREB3L2 24 KEGG hsa04977 Vitamin digestion and absorption 1/809 24/8135 0.9194 1 0.8583 SLC19A1 1 KEGG hsa04360 Axon guidance 13/809 182/8135 0.9252 1 0.8583 SSH2/PLCG2/FYN/L1CAM/PLXNA3/NFATC3/GNAI2/RRAS/PRKCZ/PIK3CD/PIK3CB/TRPC1/LRRC4 13 KEGG hsa05206 MicroRNAs in cancer 24/809 310/8135 0.926 1 0.8583 HDAC1/IRS2/DNMT3B/VEGFA/PRKCB/CCND2/PLAU/SLC7A1/PLCG2/RPTOR/RECK/CCND1/CREBBP/SOX4/BCL2L11/MDM4/CYP1B1/ATM/CDKN1B/FOXP1/PIK3CD/SOS2/PIK3CB/ITGA5 24 KEGG hsa04622 RIG-I-like receptor signaling pathway 4/809 70/8135 0.9277 1 0.8583 CXCL10/TRAF3/MAPK14/CASP8 4 KEGG hsa05120 Epithelial cell signaling in Helicobacter pylori infection 4/809 70/8135 0.9277 1 0.8583 PLCG2/ATP6V1C2/ATP6V0D2/MAPK14 4 KEGG hsa04950 Maturity onset diabetes of the young 1/809 26/8135 0.9346 1 0.8583 PKLR 1 KEGG hsa05014 Amyotrophic lateral sclerosis 28/809 364/8135 0.9446 1 0.8583 TUBB1/HSPA5/ULK2/MCU/DNAH12/TUBA4A/GPX3/SEH1L/DCTN5/TPR/PSMD3/SPG11/PINK1/ATG2B/RAB39B/C9orf72/MAP2K6/FIG4/BCL2L1/NUP214/COX7A2L/UQCRB/NUP98/MAPK14/ATG2A/TUBA1C/NRG1/ULK1 28 KEGG hsa00650 Butanoate metabolism 1/809 28/8135 0.947 1 0.8583 ECHS1 1 KEGG hsa03050 Proteasome 2/809 46/8135 0.9513 1 0.8583 PSMD3/PSME4 2 KEGG hsa04744 Phototransduction 1/809 29/8135 0.9523 1 0.8583 CALML4 1 KEGG hsa03420 Nucleotide excision repair 2/809 47/8135 0.9554 1 0.8583 POLD2/ERCC1 2 KEGG hsa04623 Cytosolic DNA-sensing pathway 3/809 63/8135 0.9573 1 0.8583 CXCL10/POLR3H/PYCARD 3 KEGG hsa05171 Coronavirus disease - COVID-19 16/809 232/8135 0.9598 1 0.8583 CXCL10/PRKCB/PLCG2/CCL2/IRAK1/TRAF3/VWF/RPL7/CSF2/RPL12/MAPK14/RPS24/PIK3CD/C3/PIK3CB/FOS 16 KEGG hsa04217 Necroptosis 10/809 159/8135 0.9617 1 0.8583 H2AC11/STAT5B/H2AJ/H2AC6/SLC25A31/PYCARD/TRPM7/GLUL/CASP8/PYGL 10 KEGG hsa04723 Retrograde endocannabinoid signaling 9/809 148/8135 0.9652 1 0.8583 GNG11/PRKCB/DAGLA/GNG2/GNAI2/ADCY6/MAPK14/ADCY9/GNB4 9 KEGG hsa00970 Aminoacyl-tRNA biosynthesis 3/809 66/8135 0.9662 1 0.8583 AARS1/EARS2/CARS2 3 KEGG hsa00040 Pentose and glucuronate interconversions 1/809 34/8135 0.9718 1 0.8583 UGDH 1 KEGG hsa03020 RNA polymerase 1/809 34/8135 0.9718 1 0.8583 POLR3H 1 KEGG hsa03460 Fanconi anemia pathway 2/809 54/8135 0.976 1 0.8583 ERCC1/POLI 2 KEGG hsa03030 DNA replication 1/809 36/8135 0.9772 1 0.8583 POLD2 1 KEGG hsa04260 Cardiac muscle contraction 4/809 87/8135 0.9786 1 0.8583 TPM4/ATP1B1/COX7A2L/UQCRB 4 KEGG hsa00982 Drug metabolism - cytochrome P450 3/809 72/8135 0.9791 1 0.8583 CYP2C8/GSTA4/HPGDS 3 KEGG hsa05208 Chemical carcinogenesis - reactive oxygen species 14/809 223/8135 0.9809 1 0.8583 VEGFA/ABL2/SLC25A31/EGF/CYP1B1/COX7A2L/UQCRB/MAPK14/GSTA4/PIK3CD/SOS2/PIK3CB/FOS/PRKD2 14 KEGG hsa05012 Parkinson disease 17/809 266/8135 0.9854 1 0.8583 TUBB1/HSPA5/MCU/TUBA4A/SLC39A14/PSMD3/PINK1/CALML4/DUSP1/SLC25A31/GNAI2/BCL2L1/COX7A2L/SLC11A2/UQCRB/LRRK2/TUBA1C 17 KEGG hsa04550 Signaling pathways regulating pluripotency of stem cells 7/809 143/8135 0.991 1 0.8583 SMAD1/SKIL/MYF5/MAPK14/PIK3CD/PIK3CB/WNT11 7 KEGG hsa05022 Pathways of neurodegeneration - multiple diseases 33/809 476/8135 0.9927 1 0.8583 TUBB1/HSPA5/ZFYVE1/ULK2/MCU/DNAH12/TUBA4A/PRKCB/GPX3/DCTN5/FRAT1/PSMD3/SPG11/PINK1/ATG2B/RAB39B/CALML4/SLC25A31/C9orf72/MAP2K6/FIG4/BCL2L1/COX7A2L/UQCRB/CHRM1/LRRK2/MAPK14/ATG2A/CASP8/TUBA1C/ULK1/WNT11/RYR1 33 KEGG hsa04742 Taste transduction 3/809 86/8135 0.9935 1 0.8583 TAS1R2/KCNK5/ADCY6 3 KEGG hsa05010 Alzheimer disease 24/809 384/8135 0.9967 1 0.8583 TUBB1/INSR/ULK2/IRS2/MCU/TUBA4A/SLC39A14/FRAT1/PSMD3/ATG2B/CALML4/SLC25A31/RTN3/COX7A2L/SLC11A2/UQCRB/CHRM1/ATG2A/CASP8/TUBA1C/PIK3CD/PIK3CB/ULK1/WNT11 24 KEGG hsa05168 Herpes simplex virus 1 infection 33/809 495/8135 0.9967 1 0.8583 HLA-DPB1/ZNF177/HLA-DOA/ZFP69/CD74/ZNF439/POU2F2/ZNF114/CCL2/PPP1CA/HLA-DRB1/CFP/IRAK1/ZNF814/TRAF3/ZNF135/EIF2AK4/CALR/BCL2L1/ZNF746/ZIK1/NECTIN2/ZNF569/ZNF614/CASP8/ZFP14/ZNF460/ZNF548/PIK3CD/C3/PDIA3/PIK3CB/ITGA5 33 KEGG hsa00190 Oxidative phosphorylation 5/809 134/8135 0.9981 1 0.8583 COX15/ATP6V1C2/COX7A2L/UQCRB/ATP6V0D2 5 KEGG hsa04080 Neuroactive ligand-receptor interaction 20/809 353/8135 0.9988 1 0.8583 P2RX1/PTGFR/FPR3/GALR3/HRH1/P2RY14/TRH/S1PR4/LEPR/PPY/NMB/CHRM1/LTB4R/P2RX7/CHRNB4/ADRB2/C3/FSHR/CYSLTR1/GLRA1 20 KEGG hsa03010 Ribosome 4/809 158/8135 0.9999 1 0.8583 RPL7/RPL12/MRPL24/RPS24 4 KEGG hsa04740 Olfactory transduction 9/809 440/8135 1 1 0.8583 OR3A3/ARRB2/GRK3/GRK2/RGS2/OR2L13/CALML4/PDE2A/SLC24A4 9