ID Description GeneRatio BgRatio pvalue p.adjust geneID geneName Count hsa03050 Proteasome 21/556 44/5868 5.61191134749531e-11 7.19528736348338e-09 5698/5696/10213/5713/5721/5707/5690/5700/5689/5702/5694/5693/5706/5684/5704/5682/5695/5720/5708/9861/5692 PSMB9/PSMB8/PSMD14/PSMD7/PSME2/PSMD1/PSMB2/PSMC1/PSMB1/PSMC3/PSMB6/PSMB5/PSMC6/PSMA3/PSMC4/PSMA1/PSMB7/PSME1/PSMD2/PSMD6/PSMB4 21 hsa04612 Antigen processing and presentation 28/556 76/5868 7.30486026749581e-11 7.19528736348338e-09 3106/3105/3107/1514/567/1520/3326/3133/3113/3122/3320/3134/5721/5641/3309/3123/3115/10437/972/6890/811/3108/3117/5720/6892/3312/3118/3109 HLA-B/HLA-A/HLA-C/CTSL/B2M/CTSS/HSP90AB1/HLA-E/HLA-DPA1/HLA-DRA/HSP90AA1/HLA-F/PSME2/LGMN/HSPA5/HLA-DRB1/HLA-DPB1/IFI30/CD74/TAP1/CALR/HLA-DMA/HLA-DQA1/PSME1/TAPBP/HSPA8/HLA-DQA2/HLA-DMB 28 hsa05140 Leishmaniasis 25/556 72/5868 3.28108950773468e-09 2.11706501101751e-07 2214/1535/3113/3460/4688/653361/3122/4792/3688/6772/2353/3123/3115/5777/7040/65108/3716/3108/3117/7097/3725/3118/2212/3717/3109 FCGR3A/CYBA/HLA-DPA1/IFNGR2/NCF2/NCF1/HLA-DRA/NFKBIA/ITGB1/STAT1/FOS/HLA-DRB1/HLA-DPB1/PTPN6/TGFB1/MARCKSL1/JAK1/HLA-DMA/HLA-DQA1/TLR2/JUN/HLA-DQA2/FCGR2A/JAK2/HLA-DMB 25 hsa04145 Phagosome 39/556 153/5868 4.29860915942642e-09 2.11706501101751e-07 3106/3105/3107/1514/81035/2214/1520/525/7037/245973/1535/3133/3693/1536/3113/4973/10383/4688/653361/3122/3688/3134/203068/929/3123/3115/9296/10376/6890/811/3108/84790/3117/7097/60/3118/2212/529/3109 HLA-B/HLA-A/HLA-C/CTSL/COLEC12/FCGR3A/CTSS/ATP6V1B1/TFRC/ATP6V1C2/CYBA/HLA-E/ITGB5/CYBB/HLA-DPA1/OLR1/TUBB4B/NCF2/NCF1/HLA-DRA/ITGB1/HLA-F/TUBB/CD14/HLA-DRB1/HLA-DPB1/ATP6V1F/TUBA1B/TAP1/CALR/HLA-DMA/TUBA1C/HLA-DQA1/TLR2/ACTB/HLA-DQA2/FCGR2A/ATP6V1E1/HLA-DMB 39 hsa03010 Ribosome 28/556 91/5868 8.31521936376475e-09 3.24125706444033e-07 6235/6168/6218/6227/3921/6222/6192/9349/6232/6160/6175/25873/6157/6228/6206/6234/6193/6181/6208/11224/6125/6167/6233/6141/6201/6217/6188/4736 RPS29/RPL37A/RPS17/RPS21/RPSA/RPS18/RPS4Y1/RPL23/RPS27/RPL31/RPLP0/RPL36/RPL27A/RPS23/RPS12/RPS28/RPS5/RPLP2/RPS14/RPL35/RPL5/RPL37/RPS27A/RPL18/RPS7/RPS16/RPS3/RPL10A 28 hsa05016 Huntington's disease 43/556 183/5868 9.87184892722945e-09 3.24125706444033e-07 6648/1345/6647/27089/5441/2876/7019/7052/292/29796/1350/1211/4713/4725/1327/1213/4706/4700/4718/161/4716/4726/3066/4708/4715/4705/1347/5438/4707/54539/5440/126328/64764/54205/4698/4722/4728/5435/7416/4729/4697/10975/1337 SOD2/COX6C/SOD1/UQCRQ/POLR2L/GPX1/TFAM/TGM2/SLC25A5/UQCR10/COX7C/CLTA/NDUFB7/NDUFS5/COX4I1/CLTC/NDUFAB1/NDUFA6/NDUFC2/AP2A2/NDUFB10/NDUFS6/HDAC2/NDUFB2/NDUFB9/NDUFA10/COX7A2/POLR2I/NDUFB1/NDUFB11/POLR2K/NDUFA11/CREB3L2/CYCS/NDUFA5/NDUFS3/NDUFS8/POLR2F/VDAC1/NDUFV2/NDUFA4/UQCR11/COX6A1 43 hsa05012 Parkinson's disease 32/556 130/5868 2.6317766732894e-07 7.40657149482874e-06 1345/27089/9246/7314/292/29796/1350/4713/4725/1327/4706/4700/4718/11315/4716/4726/4708/4715/4705/1347/4707/54539/126328/54205/4698/4722/4728/7416/4729/4697/10975/1337 COX6C/UQCRQ/UBE2L6/UBB/SLC25A5/UQCR10/COX7C/NDUFB7/NDUFS5/COX4I1/NDUFAB1/NDUFA6/NDUFC2/PARK7/NDUFB10/NDUFS6/NDUFB2/NDUFB9/NDUFA10/COX7A2/NDUFB1/NDUFB11/NDUFA11/CYCS/NDUFA5/NDUFS3/NDUFS8/VDAC1/NDUFV2/NDUFA4/UQCR11/COX6A1 32 hsa05330 Allograft rejection 14/556 37/5868 3.11484032243129e-06 7.67029429398706e-05 3106/3105/3107/3133/3113/3122/3134/3123/3115/942/3108/3117/3118/3109 HLA-B/HLA-A/HLA-C/HLA-E/HLA-DPA1/HLA-DRA/HLA-F/HLA-DRB1/HLA-DPB1/CD86/HLA-DMA/HLA-DQA1/HLA-DQA2/HLA-DMB 14 hsa00190 Oxidative phosphorylation 30/556 132/5868 3.76583689353916e-06 8.11072623533345e-05 525/1345/245973/27089/29796/1350/9296/4713/4725/1327/4706/4700/4718/4716/4726/4708/4715/4705/1347/4707/54539/126328/4698/4722/4728/529/4729/4697/10975/1337 ATP6V1B1/COX6C/ATP6V1C2/UQCRQ/UQCR10/COX7C/ATP6V1F/NDUFB7/NDUFS5/COX4I1/NDUFAB1/NDUFA6/NDUFC2/NDUFB10/NDUFS6/NDUFB2/NDUFB9/NDUFA10/COX7A2/NDUFB1/NDUFB11/NDUFA11/NDUFA5/NDUFS3/NDUFS8/ATP6V1E1/NDUFV2/NDUFA4/UQCR11/COX6A1 30 hsa05416 Viral myocarditis 20/556 70/5868 4.22642615203782e-06 8.11072623533345e-05 4628/3106/3105/3107/1605/3133/3113/3122/3134/3123/3115/1604/942/595/3108/3117/60/54205/3118/3109 MYH10/HLA-B/HLA-A/HLA-C/DAG1/HLA-E/HLA-DPA1/HLA-DRA/HLA-F/HLA-DRB1/HLA-DPB1/CD55/CD86/CCND1/HLA-DMA/HLA-DQA1/ACTB/CYCS/HLA-DQA2/HLA-DMB 20 hsa04940 Type I diabetes mellitus 15/556 43/5868 4.52883190805421e-06 8.11072623533345e-05 3106/3105/3107/3329/3133/3113/3122/3134/3123/3115/942/3108/3117/3118/3109 HLA-B/HLA-A/HLA-C/HSPD1/HLA-E/HLA-DPA1/HLA-DRA/HLA-F/HLA-DRB1/HLA-DPB1/CD86/HLA-DMA/HLA-DQA1/HLA-DQA2/HLA-DMB 15 hsa05332 Graft-versus-host disease 14/556 41/5868 1.25586702867352e-05 0.000206171503873903 3106/3105/3107/3133/3113/3122/3134/3123/3115/942/3108/3117/3118/3109 HLA-B/HLA-A/HLA-C/HLA-E/HLA-DPA1/HLA-DRA/HLA-F/HLA-DRB1/HLA-DPB1/CD86/HLA-DMA/HLA-DQA1/HLA-DQA2/HLA-DMB 14 hsa05323 Rheumatoid arthritis 22/556 91/5868 2.70337327225479e-05 0.000409665026641687 1514/525/245973/2321/3113/3122/2353/3123/3115/7422/414062/9296/942/10673/7040/3108/3117/7097/3725/3118/529/3109 CTSL/ATP6V1B1/ATP6V1C2/FLT1/HLA-DPA1/HLA-DRA/FOS/HLA-DRB1/HLA-DPB1/VEGFA/CCL3L3/ATP6V1F/CD86/TNFSF13B/TGFB1/HLA-DMA/HLA-DQA1/TLR2/JUN/HLA-DQA2/ATP6V1E1/HLA-DMB 22 hsa05010 Alzheimer's disease 33/556 167/5868 2.93365925952847e-05 0.000412807767233649 4311/351/1345/27089/2597/348/29796/1350/4713/4725/1327/4706/4700/4718/4716/4726/4708/4715/4705/572/1347/4707/54539/126328/54205/4698/4722/4728/4035/4729/4697/10975/1337 MME/APP/COX6C/UQCRQ/GAPDH/APOE/UQCR10/COX7C/NDUFB7/NDUFS5/COX4I1/NDUFAB1/NDUFA6/NDUFC2/NDUFB10/NDUFS6/NDUFB2/NDUFB9/NDUFA10/BAD/COX7A2/NDUFB1/NDUFB11/NDUFA11/CYCS/NDUFA5/NDUFS3/NDUFS8/LRP1/NDUFV2/NDUFA4/UQCR11/COX6A1 33 hsa05320 Autoimmune thyroid disease 15/556 52/5868 5.96989788926502e-05 0.000784046589456806 3106/3105/3107/3133/3113/3122/3134/3123/3115/942/3108/3117/1081/3118/3109 HLA-B/HLA-A/HLA-C/HLA-E/HLA-DPA1/HLA-DRA/HLA-F/HLA-DRB1/HLA-DPB1/CD86/HLA-DMA/HLA-DQA1/CGA/HLA-DQA2/HLA-DMB 15 hsa04514 Cell adhesion molecules (CAMs) 27/556 133/5868 9.62200817474509e-05 0.00118470975651549 999/3106/3105/1364/3655/3107/83700/23705/1462/3133/3113/3696/3122/3688/1366/3134/5175/3123/3115/5788/942/9019/3108/3117/3385/3118/3109 CDH1/HLA-B/HLA-A/CLDN4/ITGA6/HLA-C/JAM3/CADM1/VCAN/HLA-E/HLA-DPA1/ITGB8/HLA-DRA/ITGB1/CLDN7/HLA-F/PECAM1/HLA-DRB1/HLA-DPB1/PTPRC/CD86/MPZL1/HLA-DMA/HLA-DQA1/ICAM3/HLA-DQA2/HLA-DMB 27 hsa05150 Staphylococcus aureus infection 15/556 55/5868 0.000121170979173147 0.00140016828765008 2214/3113/3122/712/713/714/3123/3115/2357/2359/3108/3117/3118/2212/3109 FCGR3A/HLA-DPA1/HLA-DRA/C1QA/C1QB/C1QC/HLA-DRB1/HLA-DPB1/FPR1/FPR3/HLA-DMA/HLA-DQA1/HLA-DQA2/FCGR2A/HLA-DMB 15 hsa04380 Osteoclast differentiation 26/556 128/5868 0.000127934158262444 0.00140016828765008 7305/2214/1535/1536/3460/4688/653361/4792/6772/2353/6688/2885/3726/7040/54209/10288/11006/126014/3716/10859/11025/3725/9021/6850/2212/11027 TYROBP/FCGR3A/CYBA/CYBB/IFNGR2/NCF2/NCF1/NFKBIA/STAT1/FOS/SPI1/GRB2/JUNB/TGFB1/TREM2/LILRB2/LILRB4/OSCAR/JAK1/LILRB1/LILRB3/JUN/SOCS3/SYK/FCGR2A/LILRA2 26 hsa00480 Glutathione metabolism 14/556 50/5868 0.000149530867273789 0.00155039899225981 4259/6611/79017/2941/2730/3417/2876/6723/51056/2950/2879/9446/290/2878 MGST3/SMS/GGCT/GSTA4/GCLM/IDH1/GPX1/SRM/LAP3/GSTP1/GPX4/GSTO1/ANPEP/GPX3 14 hsa05145 Toxoplasmosis 26/556 132/5868 0.000216171799922598 0.00212929222923759 3911/3912/3655/3915/3113/3460/2770/3122/4792/3688/6772/3123/3115/7040/3716/3108/572/3117/7097/2771/54205/3312/3118/3588/3717/3109 LAMA5/LAMB1/ITGA6/LAMC1/HLA-DPA1/IFNGR2/GNAI1/HLA-DRA/NFKBIA/ITGB1/STAT1/HLA-DRB1/HLA-DPB1/TGFB1/JAK1/HLA-DMA/BAD/HLA-DQA1/TLR2/GNAI2/CYCS/HSPA8/HLA-DQA2/IL10RB/JAK2/HLA-DMB 26 hsa05130 Pathogenic Escherichia coli infection 14/556 56/5868 0.000542463503428334 0.0050888242940658 999/3875/10383/3688/203068/929/387/10094/10376/81873/84790/8976/4691/60 CDH1/KRT18/TUBB4B/ITGB1/TUBB/CD14/RHOA/ARPC3/TUBA1B/ARPC5L/TUBA1C/WASL/NCL/ACTB 14 hsa04672 Intestinal immune network for IgA production 12/556 48/5868 0.0013362662400185 0.0114480556448748 7852/3113/3122/3123/3115/942/10673/7040/3108/3117/3118/3109 CXCR4/HLA-DPA1/HLA-DRA/HLA-DRB1/HLA-DPB1/CD86/TNFSF13B/TGFB1/HLA-DMA/HLA-DQA1/HLA-DQA2/HLA-DMB 12 hsa05310 Asthma 9/556 30/5868 0.00133657502452853 0.0114480556448748 2207/3113/3122/3123/3115/3108/3117/3118/3109 FCER1G/HLA-DPA1/HLA-DRA/HLA-DRB1/HLA-DPB1/HLA-DMA/HLA-DQA1/HLA-DQA2/HLA-DMB 9 hsa00270 Cysteine and methionine metabolism 10/556 36/5868 0.00140758060416651 0.0115538907925335 3945/3939/6611/1786/1036/55256/6723/259307/1788/4548 LDHB/LDHA/SMS/DNMT1/CDO1/ADI1/SRM/IL4I1/DNMT3A/MTR 10 hsa00010 Glycolysis / Gluconeogenesis 14/556 65/5868 0.00256632968777939 0.0202226779397016 84532/3945/3939/501/226/2597/128/2203/7167/217/5230/1738/5315/2023 ACSS1/LDHB/LDHA/ALDH7A1/ALDOA/GAPDH/ADH5/FBP1/TPI1/ALDH2/PGK1/DLD/PKM/ENO1 14 hsa04110 Cell cycle 22/556 124/5868 0.00269846192538435 0.0204460384346429 7029/1028/1021/7465/4172/896/4175/6502/5591/898/4176/23594/595/10912/7040/51529/4193/3066/7531/5885/9126/891 TFDP2/CDKN1C/CDK6/WEE1/MCM3/CCND3/MCM6/SKP2/PRKDC/CCNE1/MCM7/ORC6/CCND1/GADD45G/TGFB1/ANAPC11/MDM2/HDAC2/YWHAE/RAD21/SMC3/CCNB1 22 hsa05110 Vibrio cholerae infection 12/556 54/5868 0.00388838699848066 0.0283708236555811 525/245973/7082/2778/9601/5567/9296/30001/10945/60/11014/529 ATP6V1B1/ATP6V1C2/TJP1/GNAS/PDIA4/PRKACB/ATP6V1F/ERO1A/KDELR1/ACTB/KDELR2/ATP6V1E1 12 hsa04144 Endocytosis 31/556 201/5868 0.00414447177234737 0.029159319255444 1956/4233/3106/3105/3107/153/7852/2348/5590/7037/3133/2065/2321/3480/84612/3134/1601/387/1211/1213/161/7040/4193/84313/11059/3265/56904/9135/64744/8766/3312 EGFR/MET/HLA-B/HLA-A/HLA-C/ADRB1/CXCR4/FOLR1/PRKCZ/TFRC/HLA-E/ERBB3/FLT1/IGF1R/PARD6B/HLA-F/DAB2/RHOA/CLTA/CLTC/AP2A2/TGFB1/MDM2/VPS25/WWP1/HRAS/SH3GLB2/RABEP1/SMAP2/RAB11A/HSPA8 31 hsa00640 Propanoate metabolism 8/556 32/5868 0.00836196107747215 0.0568036666297246 84532/3945/3939/501/1892/217/5096/8802 ACSS1/LDHB/LDHA/ALDH7A1/ECHS1/ALDH2/PCCB/SUCLG1 8 hsa04540 Gap junction 16/556 90/5868 0.00959432884289665 0.063002759401688 1956/153/2697/7082/10383/2770/203068/2778/2767/5567/2885/10376/3265/84790/2771/10746 EGFR/ADRB1/GJA1/TJP1/TUBB4B/GNAI1/TUBB/GNAS/GNA11/PRKACB/GRB2/TUBA1B/HRAS/TUBA1C/GNAI2/MAP3K2 16 hsa04115 p53 signaling pathway 13/556 68/5868 0.0102930336800274 0.0654105688698516 64065/1021/6477/9538/896/27244/5366/898/595/10912/4193/54205/891 PERP/CDK6/SIAH1/EI24/CCND3/SESN1/PMAIP1/CCNE1/CCND1/GADD45G/MDM2/CYCS/CCNB1 13 hsa00620 Pyruvate metabolism 9/556 40/5868 0.0108612335671786 0.0668644691479435 84532/3945/3939/501/231/217/1738/5315/4190 ACSS1/LDHB/LDHA/ALDH7A1/AKR1B1/ALDH2/DLD/PKM/MDH1 9 hsa04141 Protein processing in endoplasmic reticulum 25/556 165/5868 0.0118383437236964 0.0706713246535814 7991/6238/3998/7184/3326/1650/6185/5034/3320/10130/3309/7415/9532/9601/10905/27102/10277/440275/64374/23193/5887/811/30001/3312/10961 TUSC3/RRBP1/LMAN1/HSP90B1/HSP90AB1/DDOST/RPN2/P4HB/HSP90AA1/PDIA6/HSPA5/VCP/BAG2/PDIA4/MAN1A2/EIF2AK1/UBE4B/EIF2AK4/SIL1/GANAB/RAD23B/CALR/ERO1A/HSPA8/ERP29 25 hsa05100 Bacterial invasion of epithelial cells 13/556 70/5868 0.0130795883317329 0.0757846735691585 999/4233/3688/387/10094/1211/81873/1213/10163/8976/391/60/23607 CDH1/MET/ITGB1/RHOA/ARPC3/CLTA/ARPC5L/CLTC/WASF2/WASL/RHOG/ACTB/CD2AP 13 hsa04666 Fc gamma R-mediated phagocytosis 16/556 94/5868 0.0144041236393496 0.0810746387700536 2214/85477/8613/653361/5788/10094/10451/81873/10163/65108/3055/7408/8976/6850/2212/4067 FCGR3A/SCIN/PLPP3/NCF1/PTPRC/ARPC3/VAV3/ARPC5L/WASF2/MARCKSL1/HCK/VASP/WASL/SYK/FCGR2A/LYN 16 hsa04640 Hematopoietic cell lineage 15/556 88/5868 0.017284070168155 0.0945822728646258 3655/4311/960/7037/100133941/966/3122/929/3123/1604/928/951/1441/290/1438 ITGA6/MME/CD44/TFRC/CD24/CD59/HLA-DRA/CD14/HLA-DRB1/CD55/CD9/CD37/CSF3R/ANPEP/CSF2RA 15 hsa04520 Adherens junction 13/556 73/5868 0.0183051275153889 0.0974624356900434 999/1956/4233/10580/7082/3480/4008/7525/387/10163/5777/8976/60 CDH1/EGFR/MET/SORBS1/TJP1/IGF1R/LMO7/YES1/RHOA/WASF2/PTPN6/WASL/ACTB 13 hsa05215 Prostate cancer 14/556 89/5868 0.0391844080183767 0.203140220516321 1956/7184/3326/3480/4792/3320/898/2950/2885/595/4193/3265/572/64764 EGFR/HSP90B1/HSP90AB1/IGF1R/NFKBIA/HSP90AA1/CCNE1/GSTP1/GRB2/CCND1/MDM2/HRAS/BAD/CREB3L2 14 hsa05020 Prion diseases 7/556 35/5868 0.04272212109185 0.21580148346396 3915/6647/712/3309/713/714/5567 LAMC1/SOD1/C1QA/HSPA5/C1QB/C1QC/PRKACB 7 hsa05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 12/556 74/5868 0.0439927467515318 0.215878754259461 3691/1832/1829/3655/1605/2697/1824/3693/3696/3688/60/6546 ITGB4/DSP/DSG2/ITGA6/DAG1/GJA1/DSC2/ITGB5/ITGB8/ITGB1/ACTB/SLC8A1 12 hsa04670 Leukocyte transendothelial migration 17/556 116/5868 0.0450442085126081 0.215878754259461 1364/83700/7852/1535/1536/4688/2770/653361/3688/1366/5175/387/10451/4478/7408/2771/60 CLDN4/JAM3/CXCR4/CYBA/CYBB/NCF2/GNAI1/NCF1/ITGB1/CLDN7/PECAM1/RHOA/VAV3/MSN/VASP/GNAI2/ACTB 17 hsa00071 Fatty acid degradation 8/556 43/5868 0.0460249120756211 0.215878754259461 501/128/1892/217/1632/10455/3032/37 ALDH7A1/ADH5/ECHS1/ALDH2/ECI1/ECI2/HADHB/ACADVL 8 hsa05200 Pathways in cancer 40/556 326/5868 0.0505948606127225 0.227929105202332 999/3911/1956/4233/1284/3912/3655/6513/3915/1021/2737/7184/2034/3326/3480/4792/3320/3688/6772/6502/2353/387/7422/898/2950/10342/6688/2885/595/7040/4193/3265/3066/3716/1441/572/1163/54205/3725/1438 CDH1/LAMA5/EGFR/MET/COL4A2/LAMB1/ITGA6/SLC2A1/LAMC1/CDK6/GLI3/HSP90B1/EPAS1/HSP90AB1/IGF1R/NFKBIA/HSP90AA1/ITGB1/STAT1/SKP2/FOS/RHOA/VEGFA/CCNE1/GSTP1/TFG/SPI1/GRB2/CCND1/TGFB1/MDM2/HRAS/HDAC2/JAK1/CSF3R/BAD/CKS1B/CYCS/JUN/CSF2RA 40 hsa00410 beta-Alanine metabolism 5/556 22/5868 0.0509093573576868 0.227929105202332 501/6611/1892/217/6723 ALDH7A1/SMS/ECHS1/ALDH2/SRM 5 hsa03040 Spliceosome 18/556 127/5868 0.052868733557813 0.227929105202332 6636/6627/51690/6637/4809/27258/6632/1665/84991/51639/6635/56259/6629/6633/6634/6427/3312/6631 SNRPF/SNRPA1/LSM7/SNRPG/SNU13/LSM3/SNRPD1/DHX15/RBM17/SF3B6/SNRPE/CTNNBL1/SNRPB2/SNRPD2/SNRPD3/SRSF2/HSPA8/SNRPC 18 hsa05120 Epithelial cell signaling in Helicobacter pylori infection 11/556 68/5868 0.0532220245650114 0.227929105202332 1956/4233/83700/525/245973/7082/4792/9296/3725/529/4067 EGFR/MET/JAM3/ATP6V1B1/ATP6V1C2/TJP1/NFKBIA/ATP6V1F/JUN/ATP6V1E1/LYN 11 hsa05222 Small cell lung cancer 13/556 85/5868 0.0555195149765206 0.232709456390948 3911/1284/3912/3655/3915/1021/4792/3688/6502/898/595/1163/54205 LAMA5/COL4A2/LAMB1/ITGA6/LAMC1/CDK6/NFKBIA/ITGB1/SKP2/CCNE1/CCND1/CKS1B/CYCS 13 hsa04142 Lysosome 17/556 121/5868 0.0628577901259246 0.256429273414624 1515/1514/1520/7805/1512/1174/5641/162/10053/2517/1211/1213/6556/968/3988/8905/1201 CTSV/CTSL/CTSS/LAPTM5/CTSH/AP1S1/LGMN/AP1B1/AP1M2/FUCA1/CLTA/CLTC/SLC11A1/CD68/LIPA/AP1S2/CLN3 17 hsa05142 Chagas disease (American trypanosomiasis) 15/556 104/5868 0.0643375822369124 0.256429273414624 3460/2770/4792/712/2778/2767/713/714/2353/414062/7040/811/7097/2771/3725 IFNGR2/GNAI1/NFKBIA/C1QA/GNAS/GNA11/C1QB/C1QC/FOS/CCL3L3/TGFB1/CALR/TLR2/GNAI2/JUN 15 hsa00330 Arginine and proline metabolism 9/556 54/5868 0.0650835719326458 0.256429273414624 501/445/6611/1159/217/6723/51056/2752/5033 ALDH7A1/ASS1/SMS/CKMT1B/ALDH2/SRM/LAP3/GLUL/P4HA1 9 hsa00630 Glyoxylate and dicarboxylate metabolism 4/556 18/5868 0.0837571179176233 0.323532396662192 5096/283871/4190/50 PCCB/PGP/MDH1/ACO2 4 hsa04510 Focal adhesion 25/556 200/5868 0.0898784860570023 0.340501187562105 3911/1956/4233/1284/3912/3691/3655/3915/3693/2321/3480/3696/896/3688/387/7422/10451/2316/2885/595/3265/7408/572/60/3725 LAMA5/EGFR/MET/COL4A2/LAMB1/ITGB4/ITGA6/LAMC1/ITGB5/FLT1/IGF1R/ITGB8/CCND3/ITGB1/RHOA/VEGFA/VAV3/FLNA/GRB2/CCND1/HRAS/VASP/BAD/ACTB/JUN 25 hsa04662 B cell receptor signaling pathway 11/556 75/5868 0.0941144769295369 0.349821735002241 4792/2353/10451/2885/5777/3265/10725/11025/3725/6850/4067 NFKBIA/FOS/VAV3/GRB2/PTPN6/HRAS/NFAT5/LILRB3/JUN/SYK/LYN 11 hsa05219 Bladder cancer 7/556 42/5868 0.0972707139431953 0.354857974940916 999/1956/1890/7422/595/4193/3265 CDH1/EGFR/TYMP/VEGFA/CCND1/MDM2/HRAS 7 hsa04610 Complement and coagulation cascades 10/556 69/5868 0.113784389987716 0.407285210739528 2153/5265/966/712/713/714/1604/5329/2/4179 F5/SERPINA1/CD59/C1QA/C1QB/C1QC/CD55/PLAUR/A2M/CD46 10 hsa00280 Valine, leucine and isoleucine degradation 7/556 44/5868 0.117724062765736 0.407285210739528 501/1892/217/5096/259307/1738/3032 ALDH7A1/ECHS1/ALDH2/PCCB/IL4I1/DLD/HADHB 7 hsa05131 Shigellosis 9/556 61/5868 0.119027565714063 0.407285210739528 960/4792/3688/10094/81873/10163/8976/391/60 CD44/NFKBIA/ITGB1/ARPC3/ARPC5L/WASF2/WASL/RHOG/ACTB 9 hsa03030 DNA replication 6/556 36/5868 0.119911381842095 0.407285210739528 4172/4175/4176/6119/5981/6742 MCM3/MCM6/MCM7/RPA3/RFC1/SSBP1 6 hsa04062 Chemokine signaling pathway 23/556 189/5868 0.124846426683821 0.416860102656149 55970/7852/5590/2770/653361/4792/6772/387/5567/10451/414062/9560/2885/3055/3265/8976/2268/2771/3627/58191/6351/3717/4067 GNG12/CXCR4/PRKCZ/GNAI1/NCF1/NFKBIA/STAT1/RHOA/PRKACB/VAV3/CCL3L3/CCL4L2/GRB2/HCK/HRAS/WASL/FGR/GNAI2/CXCL10/CXCL16/CCL4/JAK2/LYN 23 hsa05160 Hepatitis C 17/556 134/5868 0.129785317232468 0.426128458246603 1956/1364/4792/1366/6772/27102/2885/3659/440275/3665/4938/3265/3716/4939/572/3434/9021 EGFR/CLDN4/NFKBIA/CLDN7/STAT1/EIF2AK1/GRB2/IRF1/EIF2AK4/IRF7/OAS1/HRAS/JAK1/OAS2/BAD/IFIT1/SOCS3 17 hsa05414 Dilated cardiomyopathy 12/556 90/5868 0.141233172747041 0.453743532636368 3691/3655/1605/153/3693/3696/3688/2778/5567/7040/60/6546 ITGB4/ITGA6/DAG1/ADRB1/ITGB5/ITGB8/ITGB1/GNAS/PRKACB/TGFB1/ACTB/SLC8A1 12 hsa04650 Natural killer cell mediated cytotoxicity 17/556 136/5868 0.142802533113984 0.453743532636368 3106/3105/3107/7305/2214/3133/2207/3460/962/10451/2885/8743/5777/10870/3265/10725/6850 HLA-B/HLA-A/HLA-C/TYROBP/FCGR3A/HLA-E/FCER1G/IFNGR2/CD48/VAV3/GRB2/TNFSF10/PTPN6/HCST/HRAS/NFAT5/SYK 17 hsa00020 Citrate cycle (TCA cycle) 5/556 30/5868 0.149030099062705 0.466014754211951 3417/1738/8802/4190/50 IDH1/DLD/SUCLG1/MDH1/ACO2 5 hsa00510 N-Glycan biosynthesis 7/556 49/5868 0.177491975290091 0.539427268668125 7991/1650/6185/2530/10905/23193/4245 TUSC3/DDOST/RPN2/FUT8/MAN1A2/GANAB/MGAT1 7 hsa04512 ECM-receptor interaction 11/556 85/5868 0.177983616565625 0.539427268668125 3911/1284/3912/3691/3655/1605/3915/960/3693/3696/3688 LAMA5/COL4A2/LAMB1/ITGB4/ITGA6/DAG1/LAMC1/CD44/ITGB5/ITGB8/ITGB1 11 hsa04260 Cardiac muscle contraction 10/556 77/5868 0.189844139680174 0.56665599268173 1345/27089/6548/29796/1350/1327/1347/6546/10975/1337 COX6C/UQCRQ/SLC9A1/UQCR10/COX7C/COX4I1/COX7A2/SLC8A1/UQCR11/COX6A1 10 hsa04614 Renin-angiotensin system 3/556 17/5868 0.213827412802305 0.622031792245897 2028/4311/290 ENPEP/MME/ANPEP 3 hsa05322 Systemic lupus erythematosus 16/556 136/5868 0.214711481587416 0.622031792245897 2214/3113/3122/712/713/714/3123/3115/942/6632/3108/3117/6634/3118/2212/3109 FCGR3A/HLA-DPA1/HLA-DRA/C1QA/C1QB/C1QC/HLA-DRB1/HLA-DPB1/CD86/SNRPD1/HLA-DMA/HLA-DQA1/SNRPD3/HLA-DQA2/FCGR2A/HLA-DMB 16 hsa05218 Melanoma 9/556 71/5868 0.226865777356178 0.647718233900973 999/1956/4233/1021/3480/595/4193/3265/572 CDH1/EGFR/MET/CDK6/IGF1R/CCND1/MDM2/HRAS/BAD 9 hsa04962 Vasopressin-regulated water reabsorption 6/556 44/5868 0.234205917002013 0.65912236641995 140735/2778/5567/397/64764/8766 DYNLL2/GNAS/PRKACB/ARHGDIB/CREB3L2/RAB11A 6 hsa00670 One carbon pool by folate 3/556 18/5868 0.239841471779241 0.665475632964935 4548/471/7298 MTR/ATIC/TYMS 3 hsa04966 Collecting duct acid secretion 4/556 27/5868 0.249594696506661 0.679861673184143 525/245973/9296/529 ATP6V1B1/ATP6V1C2/ATP6V1F/ATP6V1E1 4 hsa05220 Chronic myeloid leukemia 9/556 73/5868 0.251928437271281 0.679861673184143 1021/4792/2885/595/7040/4193/3265/3066/572 CDK6/NFKBIA/GRB2/CCND1/TGFB1/MDM2/HRAS/HDAC2/BAD 9 hsa00100 Steroid biosynthesis 3/556 19/5868 0.26634079301017 0.709042381391938 1718/2222/3988 DHCR24/FDFT1/LIPA 3 hsa05214 Glioma 8/556 65/5868 0.27121970963474 0.712403770640583 1956/1021/3480/818/2885/595/4193/3265 EGFR/CDK6/IGF1R/CAMK2G/GRB2/CCND1/MDM2/HRAS 8 hsa00790 Folate biosynthesis 2/556 11/5868 0.280267208408036 0.724821810232042 8836/2643 GGH/GCH1 2 hsa04810 Regulation of actin cytoskeleton 23/556 213/5868 0.283305986740443 0.724821810232042 1956/4628/3691/3655/55970/7114/3693/85477/3696/6548/3688/929/387/10094/10451/81873/10163/4478/3265/6237/8976/60/10788 EGFR/MYH10/ITGB4/ITGA6/GNG12/TMSB4X/ITGB5/SCIN/ITGB8/SLC9A1/ITGB1/CD14/RHOA/ARPC3/VAV3/ARPC5L/WASF2/MSN/HRAS/RRAS/WASL/ACTB/IQGAP2 23 hsa03020 RNA polymerase 4/556 29/5868 0.293217108501554 0.731186966769698 5441/5438/5440/5435 POLR2L/POLR2I/POLR2K/POLR2F 4 hsa05216 Thyroid cancer 4/556 29/5868 0.293217108501554 0.731186966769698 999/10342/595/3265 CDH1/TFG/CCND1/HRAS 4 hsa04146 Peroxisome 9/556 79/5868 0.33170175907639 0.77560697648718 11001/6648/6647/5052/3417/25824/10455/1891/10654 SLC27A2/SOD2/SOD1/PRDX1/IDH1/PRDX5/ECI2/ECH1/PMVK 9 hsa00240 Pyrimidine metabolism 11/556 99/5868 0.335178414042197 0.77560697648718 1890/5441/7378/50808/7298/5438/4830/5440/5435/4860/1854 TYMP/POLR2L/UPP1/AK3/TYMS/POLR2I/NME1/POLR2K/POLR2F/PNP/DUT 11 hsa00561 Glycerolipid metabolism 6/556 50/5868 0.335331922936355 0.77560697648718 501/8613/11343/231/217/2710 ALDH7A1/PLPP3/MGLL/AKR1B1/ALDH2/GK 6 hsa04360 Axon guidance 14/556 129/5868 0.336755659210511 0.77560697648718 57556/80031/4233/2050/7852/5921/1942/8829/2770/3688/387/3265/10725/2771 SEMA6A/SEMA6D/MET/EPHB4/CXCR4/RASA1/EFNA1/NRP1/GNAI1/ITGB1/RHOA/HRAS/NFAT5/GNAI2 14 hsa05211 Renal cell carcinoma 8/556 70/5868 0.343394466667522 0.77560697648718 4233/6513/2034/7422/2885/7040/3265/3725 MET/SLC2A1/EPAS1/VEGFA/GRB2/TGFB1/HRAS/JUN 8 hsa05212 Pancreatic cancer 8/556 70/5868 0.343394466667522 0.77560697648718 1956/1021/6772/7422/595/7040/3716/572 EGFR/CDK6/STAT1/VEGFA/CCND1/TGFB1/JAK1/BAD 8 hsa05144 Malaria 6/556 51/5868 0.352784579342433 0.77560697648718 4233/5175/7040/7097/2995/4035 MET/PECAM1/TGFB1/TLR2/GYPC/LRP1 6 hsa03450 Non-homologous end-joining 2/556 13/5868 0.352880880444608 0.77560697648718 5591/10111 PRKDC/RAD50 2 hsa00040 Pentose and glucuronate interconversions 4/556 32/5868 0.360087953446293 0.77560697648718 231/217/51181/7360 AKR1B1/ALDH2/DCXR/UGP2 4 hsa00250 Alanine, aspartate and glutamate metabolism 4/556 32/5868 0.360087953446293 0.77560697648718 445/2673/259307/2752 ASS1/GFPT1/IL4I1/GLUL 4 hsa00380 Tryptophan metabolism 5/556 42/5868 0.366716020846146 0.77560697648718 501/1892/217/259307/8942 ALDH7A1/ECHS1/ALDH2/IL4I1/KYNU 5 hsa04530 Tight junction 14/556 132/5868 0.36934108279917 0.77560697648718 4628/1364/83700/5590/7082/2770/84612/7525/1366/387/3265/6237/2771/60 MYH10/CLDN4/JAM3/PRKCZ/TJP1/GNAI1/PARD6B/YES1/CLDN7/RHOA/HRAS/RRAS/GNAI2/ACTB 14 hsa05213 Endometrial cancer 6/556 52/5868 0.370304742155447 0.77560697648718 999/1956/2885/595/3265/572 CDH1/EGFR/GRB2/CCND1/HRAS/BAD 6 hsa05210 Colorectal cancer 7/556 62/5868 0.372198774846306 0.77560697648718 2353/387/595/7040/572/54205/3725 FOS/RHOA/CCND1/TGFB1/BAD/CYCS/JUN 7 hsa03060 Protein export 3/556 23/5868 0.374023668864376 0.77560697648718 3309/58477/6727 HSPA5/SRPRB/SRP14 3 hsa03430 Mismatch repair 3/556 23/5868 0.374023668864376 0.77560697648718 6119/5981/6742 RPA3/RFC1/SSBP1 3 hsa05410 Hypertrophic cardiomyopathy (HCM) 9/556 83/5868 0.387199333149938 0.794565298234769 3691/3655/1605/3693/3696/3688/7040/60/6546 ITGB4/ITGA6/DAG1/ITGB5/ITGB8/ITGB1/TGFB1/ACTB/SLC8A1 9 hsa04977 Vitamin digestion and absorption 3/556 24/5868 0.400687223205288 0.813766834757132 80704/6573/8884 SLC19A3/SLC19A1/SLC5A6 3 hsa05223 Non-small cell lung cancer 6/556 54/5868 0.40540188184681 0.814940517590015 1956/1021/2885/595/3265/572 EGFR/CDK6/GRB2/CCND1/HRAS/BAD 6 hsa00900 Terpenoid backbone biosynthesis 2/556 15/5868 0.422777376289269 0.841284274030162 2224/10654 FDPS/PMVK 2 hsa04623 Cytosolic DNA-sensing pathway 6/556 56/5868 0.440345322895363 0.866589974276589 4792/9560/29108/3665/3627/6351 NFKBIA/CCL4L2/PYCARD/IRF7/CXCL10/CCL4 6 hsa04660 T cell receptor signaling pathway 11/556 108/5868 0.447650784789089 0.866589974276589 4792/1739/2353/387/5788/10451/2885/5777/3265/10725/3725 NFKBIA/DLG1/FOS/RHOA/PTPRC/VAV3/GRB2/PTPN6/HRAS/NFAT5/JUN 11 hsa00051 Fructose and mannose metabolism 4/556 36/5868 0.448691255716812 0.866589974276589 226/2203/231/7167 ALDOA/FBP1/AKR1B1/TPI1 4 hsa04970 Salivary secretion 9/556 89/5868 0.47095705448285 0.895212854462037 4069/153/3783/6548/2778/490/5567/1471/493 LYZ/ADRB1/KCNN4/SLC9A1/GNAS/ATP2B1/PRKACB/CST3/ATP2B4 9 hsa04621 NOD-like receptor signaling pathway 6/556 58/5868 0.474881029290685 0.895212854462037 7184/3326/4792/3320/29108/7205 HSP90B1/HSP90AB1/NFKBIA/HSP90AA1/PYCARD/TRIP6 6 hsa00030 Pentose phosphate pathway 3/556 27/5868 0.478356096366504 0.895212854462037 226/22934/2203 ALDOA/RPIA/FBP1 3 hsa00360 Phenylalanine metabolism 2/556 17/5868 0.488571562755471 0.895212854462037 259307/9588 IL4I1/PRDX6 2 hsa00511 Other glycan degradation 2/556 17/5868 0.488571562755471 0.895212854462037 2517/2519 FUCA1/FUCA2 2 hsa04912 GnRH signaling pathway 10/556 101/5868 0.49146216431803 0.895212854462037 1956/2778/2767/5567/818/2885/3265/1081/3725/10746 EGFR/GNAS/GNA11/PRKACB/CAMK2G/GRB2/HRAS/CGA/JUN/MAP3K2 10 hsa04730 Long-term depression 7/556 70/5868 0.499668983827651 0.895212854462037 3480/2770/2778/2767/3265/2771/4067 IGF1R/GNAI1/GNAS/GNA11/HRAS/GNAI2/LYN 7 hsa03440 Homologous recombination 3/556 28/5868 0.503208490459136 0.895212854462037 10111/6119/6742 RAD50/RPA3/SSBP1 3 hsa04620 Toll-like receptor signaling pathway 10/556 102/5868 0.504409273326325 0.895212854462037 4792/6772/929/2353/942/3665/7097/3627/6351/3725 NFKBIA/STAT1/CD14/FOS/CD86/IRF7/TLR2/CXCL10/CCL4/JUN 10 hsa03018 RNA degradation 7/556 71/5868 0.515143055123826 0.906099838030301 3329/10950/51690/170506/27258/2023/26986 HSPD1/BTG3/LSM7/DHX36/LSM3/ENO1/PABPC1 7 hsa05146 Amoebiasis 10/556 106/5868 0.555167729577651 0.967858785192895 3911/1284/3912/3915/2778/2767/929/5567/7040/7097 LAMA5/COL4A2/LAMB1/LAMC1/GNAS/GNA11/CD14/PRKACB/TGFB1/TLR2 10 hsa04971 Gastric acid secretion 7/556 74/5868 0.560461480251588 0.968516768504937 2770/6548/2778/5567/818/2771/60 GNAI1/SLC9A1/GNAS/PRKACB/CAMK2G/GNAI2/ACTB 7 hsa05014 Amyotrophic lateral sclerosis (ALS) 5/556 53/5868 0.573030301543912 0.979199305339608 6647/2876/572/54205/7133 SOD1/GPX1/BAD/CYCS/TNFRSF1B 5 hsa04914 Progesterone-mediated oocyte maturation 8/556 86/5868 0.576584362534998 0.979199305339608 3326/3480/2770/3320/5567/51529/2771/891 HSP90AB1/IGF1R/GNAI1/HSP90AA1/PRKACB/ANAPC11/GNAI2/CCNB1 8 hsa00260 Glycine, serine and threonine metabolism 3/556 32/5868 0.595962976289572 1 2731/501/1738 GLDC/ALDH7A1/DLD 3 hsa03420 Nucleotide excision repair 4/556 44/5868 0.610548478537346 1 1642/6119/5887/5981 DDB1/RPA3/RAD23B/RFC1 4 hsa04630 Jak-STAT signaling pathway 14/556 155/5868 0.616852561843322 1 5618/3460/896/6772/2885/595/3572/5777/3716/1441/9021/3588/3717/1438 PRLR/IFNGR2/CCND3/STAT1/GRB2/CCND1/IL6ST/PTPN6/JAK1/CSF3R/SOCS3/IL10RB/JAK2/CSF2RA 14 hsa00430 Taurine and hypotaurine metabolism 1/556 10/5868 0.630741400144883 1 1036 CDO1 1 hsa03008 Ribosome biogenesis in eukaryotes 7/556 79/5868 0.631399707877143 1 25996/4809/5901/26354/55651/10528/55272 REXO2/SNU13/RAN/GNL3/NHP2/NOP56/IMP3 7 hsa05221 Acute myeloid leukemia 5/556 57/5868 0.639096400707441 1 6688/2885/595/3265/572 SPI1/GRB2/CCND1/HRAS/BAD 5 hsa00910 Nitrogen metabolism 2/556 23/5868 0.655338605908837 1 767/2752 CA8/GLUL 2 hsa04974 Protein digestion and absorption 7/556 81/5868 0.657891563047319 1 7373/1284/1803/4311/3783/6546/9056 COL14A1/COL4A2/DPP4/MME/KCNN4/SLC8A1/SLC7A7 7 hsa00290 Valine, leucine and isoleucine biosynthesis 1/556 11/5868 0.665788819318568 1 55699 IARS2 1 hsa00760 Nicotinate and nicotinamide metabolism 2/556 24/5868 0.67848873160916 1 23475/4860 QPRT/PNP 2 hsa04320 Dorso-ventral axis formation 2/556 24/5868 0.67848873160916 1 1956/2885 EGFR/GRB2 2 hsa00520 Amino sugar and nucleotide sugar metabolism 4/556 48/5868 0.679591970090629 1 2673/51706/7360/80896 GFPT1/CYB5R1/UGP2/NPL 4 hsa00053 Ascorbate and aldarate metabolism 2/556 26/5868 0.720973481536752 1 501/217 ALDH7A1/ALDH2 2 hsa04012 ErbB signaling pathway 7/556 87/5868 0.730157140771022 1 1956/2065/818/2885/3265/572/3725 EGFR/ERBB3/CAMK2G/GRB2/HRAS/BAD/JUN 7 hsa00052 Galactose metabolism 2/556 27/5868 0.740382872350372 1 231/7360 AKR1B1/UGP2 2 hsa04120 Ubiquitin mediated proteolysis 11/556 135/5868 0.745426355065474 1 1642/6477/6502/9246/10277/9886/7328/51529/4193/11059/9021 DDB1/SIAH1/SKP2/UBE2L6/UBE4B/RHOBTB1/UBE2H/ANAPC11/MDM2/WWP1/SOCS3 11 hsa00350 Tyrosine metabolism 3/556 41/5868 0.759975372769549 1 128/1312/259307 ADH5/COMT/IL4I1 3 hsa04664 Fc epsilon RI signaling pathway 6/556 79/5868 0.772331383299042 1 2207/10451/2885/3265/6850/4067 FCER1G/VAV3/GRB2/HRAS/SYK/LYN 6 hsa00340 Histidine metabolism 2/556 29/5868 0.775752151148507 1 501/217 ALDH7A1/ALDH2 2 hsa00533 Glycosaminoglycan biosynthesis - keratan sulfate 1/556 15/5868 0.775764374510966 1 2530 FUT8 1 hsa04722 Neurotrophin signaling pathway 10/556 127/5868 0.776433947516459 1 9500/4792/387/818/2885/397/3265/572/7531/3725 MAGED1/NFKBIA/RHOA/CAMK2G/GRB2/ARHGDIB/HRAS/BAD/YWHAE/JUN 10 hsa04060 Cytokine-cytokine receptor interaction 22/556 265/5868 0.777612700712137 1 1956/4233/655/7852/2321/5618/3460/51330/7422/414062/9560/3572/8743/10673/7040/1441/3627/58191/6351/3588/7133/1438 EGFR/MET/BMP7/CXCR4/FLT1/PRLR/IFNGR2/TNFRSF12A/VEGFA/CCL3L3/CCL4L2/IL6ST/TNFSF10/TNFSF13B/TGFB1/CSF3R/CXCL10/CXCL16/CCL4/IL10RB/TNFRSF1B/CSF2RA 22 hsa04920 Adipocytokine signaling pathway 5/556 68/5868 0.785303235495976 1 6513/4792/9021/3717/7133 SLC2A1/NFKBIA/SOCS3/JAK2/TNFRSF1B 5 hsa04340 Hedgehog signaling pathway 4/556 56/5868 0.790738837031934 1 4036/655/2737/5567 LRP2/BMP7/GLI3/PRKACB 4 hsa00512 Mucin type O-Glycan biosynthesis 2/556 30/5868 0.79180601172526 1 63917/56913 GALNT11/C1GALT1 2 hsa00310 Lysine degradation 3/556 44/5868 0.801045661098775 1 501/1892/217 ALDH7A1/ECHS1/ALDH2 3 hsa03320 PPAR signaling pathway 5/556 70/5868 0.806210698738822 1 11001/10580/4973/1622/2710 SLC27A2/SORBS1/OLR1/DBI/GK 5 hsa00980 Metabolism of xenobiotics by cytochrome P450 5/556 71/5868 0.816043090138929 1 4259/128/2941/2950/9446 MGST3/ADH5/GSTA4/GSTP1/GSTO1 5 hsa04622 RIG-I-like receptor signaling pathway 5/556 71/5868 0.816043090138929 1 9636/4792/8653/3665/3627 ISG15/NFKBIA/DDX3Y/IRF7/CXCL10 5 hsa04976 Bile secretion 5/556 71/5868 0.816043090138929 1 6513/6548/2778/5567/366 SLC2A1/SLC9A1/GNAS/PRKACB/AQP9 5 hsa00450 Selenocompound metabolism 1/556 17/5868 0.816346283994641 1 4548 MTR 1 hsa03410 Base excision repair 2/556 33/5868 0.834030000257181 1 142/328 PARP1/APEX1 2 hsa00982 Drug metabolism - cytochrome P450 5/556 73/5868 0.834506723517186 1 4259/128/2941/2950/9446 MGST3/ADH5/GSTA4/GSTP1/GSTO1 5 hsa04114 Oocyte meiosis 8/556 112/5868 0.845608432594078 1 3480/898/5567/818/51529/7531/9126/891 IGF1R/CCNE1/PRKACB/CAMK2G/ANAPC11/YWHAE/SMC3/CCNB1 8 hsa04930 Type II diabetes mellitus 3/556 48/5868 0.846491341457921 1 5590/5315/9021 PRKCZ/PKM/SOCS3 3 hsa04010 MAPK signaling pathway 21/556 268/5868 0.852780195662706 1 1956/1852/55970/1847/5921/11072/1843/929/2353/5567/2316/2885/10912/7040/3265/3925/6237/3312/3725/10746/3164 EGFR/DUSP9/GNG12/DUSP5/RASA1/DUSP14/DUSP1/CD14/FOS/PRKACB/FLNA/GRB2/GADD45G/TGFB1/HRAS/STMN1/RRAS/HSPA8/JUN/MAP3K2/NR4A1 21 hsa00230 Purine metabolism 12/556 162/5868 0.853818319406876 1 5441/10606/471/132/5315/5438/11164/4830/5440/3615/5435/4860 POLR2L/PAICS/ATIC/ADK/PKM/POLR2I/NUDT5/NME1/POLR2K/IMPDH2/POLR2F/PNP 12 hsa04310 Wnt signaling pathway 11/556 150/5868 0.854207598834112 1 4041/6477/896/6907/387/5567/818/595/8607/10725/3725 LRP5/SIAH1/CCND3/TBL1X/RHOA/PRKACB/CAMK2G/CCND1/RUVBL1/NFAT5/JUN 11 hsa04916 Melanogenesis 7/556 101/5868 0.85559659011046 1 2770/2778/5567/818/3265/2771/64764 GNAI1/GNAS/PRKACB/CAMK2G/HRAS/GNAI2/CREB3L2 7 hsa05340 Primary immunodeficiency 2/556 35/5868 0.857719456434408 1 5788/6890 PTPRC/TAP1 2 hsa04020 Calcium signaling pathway 13/556 177/5868 0.869453172948808 1 1956/153/2065/2778/490/2767/5567/292/818/493/5257/6546/7416 EGFR/ADRB1/ERBB3/GNAS/ATP2B1/GNA11/PRKACB/SLC25A5/CAMK2G/ATP2B4/PHKB/SLC8A1/VDAC1 13 hsa01040 Biosynthesis of unsaturated fatty acids 1/556 21/5868 0.876832421953329 1 9524 TECR 1 hsa00983 Drug metabolism - other enzymes 3/556 52/5868 0.882647845051553 1 1890/7378/3615 TYMP/UPP1/IMPDH2 3 hsa00532 Glycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate 1/556 22/5868 0.888544611690622 1 79586 CHPF 1 hsa04710 Circadian rhythm 1/556 22/5868 0.888544611690622 1 79365 BHLHE41 1 hsa04964 Proximal tubule bicarbonate reclamation 1/556 23/5868 0.899144884680703 1 4190 MDH1 1 hsa00600 Sphingolipid metabolism 2/556 40/5868 0.904031746384911 1 8613/8560 PLPP3/DEGS1 2 hsa04350 TGF-beta signaling pathway 5/556 84/5868 0.910739756378553 1 655/4052/3397/387/7040 BMP7/LTBP1/ID1/RHOA/TGFB1 5 hsa04910 Insulin signaling pathway 9/556 138/5868 0.917065218714269 1 10580/5590/2203/5567/2885/3265/572/5257/9021 SORBS1/PRKCZ/FBP1/PRKACB/GRB2/HRAS/BAD/PHKB/SOCS3 9 hsa00562 Inositol phosphate metabolism 3/556 57/5868 0.917068729565162 1 51477/7167/5286 ISYNA1/TPI1/PIK3C2A 3 hsa00563 Glycosylphosphatidylinositol(GPI)-anchor biosynthesis 1/556 25/5868 0.917421265897748 1 8733 GPAA1 1 hsa00860 Porphyrin and chlorophyll metabolism 2/556 43/5868 0.924623440383477 1 2495/7389 FTH1/UROD 2 hsa00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 1/556 26/5868 0.925279177272188 1 2135 EXTL2 1 hsa00601 Glycosphingolipid biosynthesis - lacto and neolacto series 1/556 26/5868 0.925279177272188 1 6484 ST3GAL4 1 hsa04210 Apoptosis 5/556 87/5868 0.925284155621873 1 4792/5567/8743/572/54205 NFKBIA/PRKACB/TNFSF10/BAD/CYCS 5 hsa04972 Pancreatic secretion 6/556 101/5868 0.926763456072091 1 6548/2778/490/387/493/8766 SLC9A1/GNAS/ATP2B1/RHOA/ATP2B4/RAB11A 6 hsa00590 Arachidonic acid metabolism 3/556 59/5868 0.928052514028352 1 9536/2876/2878 PTGES/GPX1/GPX3 3 hsa04370 VEGF signaling pathway 4/556 76/5868 0.93860401852549 1 7422/3265/572/10725 VEGFA/HRAS/BAD/NFAT5 4 hsa00650 Butanoate metabolism 1/556 30/5868 0.949920828663869 1 1892 ECHS1 1 hsa03013 RNA transport 9/556 151/5868 0.956632604762956 1 10209/5901/8661/8894/1983/26986/8669/9669/8021 EIF1/RAN/EIF3A/EIF2S2/EIF5/PABPC1/EIF3J/EIF5B/NUP214 9 hsa04742 Taste transduction 2/556 52/5868 0.964172779888673 1 2778/5567 GNAS/PRKACB 2 hsa04140 Regulation of autophagy 1/556 34/5868 0.966445763959833 1 23710 GABARAPL1 1 hsa04720 Long-term potentiation 3/556 70/5868 0.967977108297115 1 5567/818/3265 PRKACB/CAMK2G/HRAS 3 hsa00500 Starch and sucrose metabolism 2/556 54/5868 0.96973257750138 1 178/7360 AGL/UGP2 2 hsa00565 Ether lipid metabolism 1/556 36/5868 0.972537160793845 1 8613 PLPP3 1 hsa03022 Basal transcription factors 1/556 36/5868 0.972537160793845 1 6882 TAF11 1 hsa04130 SNARE interactions in vesicular transport 1/556 36/5868 0.972537160793845 1 10791 VAMP5 1 hsa00140 Steroid hormone biosynthesis 2/556 56/5868 0.974456747646226 1 3292/1312 HSD17B1/COMT 2 hsa02010 ABC transporters 1/556 44/5868 0.987685304566263 1 6890 TAP1 1 hsa03015 mRNA surveillance pathway 3/556 83/5868 0.988298887279854 1 124540/26986/8731 MSI2/PABPC1/RNMT 3 hsa04270 Vascular smooth muscle contraction 5/556 116/5868 0.988652492335071 1 800/2778/2767/387/5567 CALD1/GNAS/GNA11/RHOA/PRKACB 5 hsa04975 Fat digestion and absorption 1/556 46/5868 0.989924546486415 1 8613 PLPP3 1 hsa04330 Notch signaling pathway 1/556 47/5868 0.99088675056638 1 3066 HDAC2 1 hsa04150 mTOR signaling pathway 1/556 52/5868 0.99448432958752 1 7422 VEGFA 1 hsa05217 Basal cell carcinoma 1/556 55/5868 0.99592001412545 1 2737 GLI3 1 hsa00564 Glycerophospholipid metabolism 2/556 80/5868 0.996877936725655 1 8613/23761 PLPP3/PISD 2 hsa00970 Aminoacyl-tRNA biosynthesis 1/556 63/5868 0.998175522786458 1 55699 IARS2 1 hsa00830 Retinol metabolism 1/556 64/5868 0.998350270302518 1 128 ADH5 1 hsa04070 Phosphatidylinositol signaling system 1/556 78/5868 0.999597820320627 1 5286 PIK3C2A 1 hsa04080 Neuroactive ligand-receptor interaction 8/556 272/5868 0.999995580308697 1 153/2564/5618/2357/2359/8698/706/1081 ADRB1/GABRE/PRLR/FPR1/FPR3/S1PR4/TSPO/CGA 8 hsa04740 Olfactory transduction 2/556 388/5868 1 1 5567/818 PRKACB/CAMK2G 2