ID Description GeneRatio BgRatio pvalue p.adjust geneID geneName Count hsa03040 Spliceosome 17/112 127/5868 1.62675949314145e-10 2.21239291067237e-08 8683/6635/6428/22827/4670/4116/6632/55660/5093/6633/84991/22985/6430/3183/6429/4809/3178 SRSF9/SNRPE/SRSF3/PUF60/HNRNPM/MAGOH/SNRPD1/PRPF40A/PCBP1/SNRPD2/RBM17/ACIN1/SRSF5/HNRNPC/SRSF4/SNU13/HNRNPA1 17 hsa03050 Proteasome 6/112 44/5868 0.000165280979032341 0.0112391065741992 5710/5717/5704/5683/10213/5700 PSMD4/PSMD11/PSMC4/PSMA2/PSMD14/PSMC1 6 hsa04141 Protein processing in endoplasmic reticulum 11/112 165/5868 0.00027992891081055 0.0126901106234116 27102/23645/5886/10134/811/9709/10294/51465/10130/573/6745 EIF2AK1/PPP1R15A/RAD23A/BCAP31/CALR/HERPUD1/DNAJA2/UBE2J1/PDIA6/BAG1/SSR1 11 hsa00010 Glycolysis / Gluconeogenesis 6/112 65/5868 0.00139773592169253 0.0475230213375459 2597/2023/3939/5315/226/55276 GAPDH/ENO1/LDHA/PKM/ALDOA/PGM2 6 hsa05110 Vibrio cholerae infection 5/112 54/5868 0.00347953668068072 0.0924341694226457 375/11014/526/537/51382 ARF1/KDELR2/ATP6V1B2/ATP6AP1/ATP6V1D 5 hsa05130 Pathogenic Escherichia coli infection 5/112 56/5868 0.00407797806276378 0.0924341694226457 4691/3875/81873/2017/84790 NCL/KRT18/ARPC5L/CTTN/TUBA1C 5 hsa05131 Shigellosis 5/112 61/5868 0.00589094372743752 0.114452620990215 81873/10163/2017/1398/4792 ARPC5L/WASF2/CTTN/CRK/NFKBIA 5 hsa04145 Phagosome 8/112 153/5868 0.00856237229107808 0.145560328948327 811/949/1781/7037/526/537/51382/84790 CALR/SCARB1/DYNC1I2/TFRC/ATP6V1B2/ATP6AP1/ATP6V1D/TUBA1C 8 hsa00190 Oxidative phosphorylation 7/112 132/5868 0.0127273971799988 0.192325112942204 9167/4729/526/4714/537/51382/4711 COX7A2L/NDUFV2/ATP6V1B2/NDUFB8/ATP6AP1/ATP6V1D/NDUFB5 7 hsa05323 Rheumatoid arthritis 5/112 91/5868 0.0294197621251637 0.374596405015777 2353/2321/526/537/51382 FOS/FLT1/ATP6V1B2/ATP6AP1/ATP6V1D 5 hsa00270 Cysteine and methionine metabolism 3/112 36/5868 0.0306159511814831 0.374596405015777 3939/55256/6723 LDHA/ADI1/SRM 3 hsa05012 Parkinson's disease 6/112 130/5868 0.0373869199624122 0.374596405015777 9167/4729/4714/51465/54205/4711 COX7A2L/NDUFV2/NDUFB8/UBE2J1/CYCS/NDUFB5 6 hsa00620 Pyruvate metabolism 3/112 40/5868 0.0401195755660236 0.374596405015777 3939/5315/4191 LDHA/PKM/MDH2 3 hsa05120 Epithelial cell signaling in Helicobacter pylori infection 4/112 68/5868 0.0402788672997907 0.374596405015777 526/537/51382/4792 ATP6V1B2/ATP6AP1/ATP6V1D/NFKBIA 4 hsa05160 Hepatitis C 6/112 134/5868 0.042363794037978 0.374596405015777 27102/3646/949/1366/4792/1364 EIF2AK1/EIF3E/SCARB1/CLDN7/NFKBIA/CLDN4 6 hsa05100 Bacterial invasion of epithelial cells 4/112 70/5868 0.0440701652959738 0.374596405015777 81873/10163/2017/1398 ARPC5L/WASF2/CTTN/CRK 4 hsa05220 Chronic myeloid leukemia 4/112 73/5868 0.0501214525194605 0.400971620155684 1398/6777/4792/5605 CRK/STAT5B/NFKBIA/MAP2K2 4 hsa04150 mTOR signaling pathway 3/112 52/5868 0.0763129428905248 0.549662749647945 1975/9470/6199 EIF4B/EIF4E2/RPS6KB2 3 hsa04012 ErbB signaling pathway 4/112 87/5868 0.084030119318076 0.549662749647945 1398/6777/5605/6199 CRK/STAT5B/MAP2K2/RPS6KB2 4 hsa00030 Pentose phosphate pathway 2/112 27/5868 0.0930710457372153 0.549662749647945 226/55276 ALDOA/PGM2 2 hsa00052 Galactose metabolism 2/112 27/5868 0.0930710457372153 0.549662749647945 7360/55276 UGP2/PGM2 2 hsa04966 Collecting duct acid secretion 2/112 27/5868 0.0930710457372153 0.549662749647945 526/51382 ATP6V1B2/ATP6V1D 2 hsa05221 Acute myeloid leukemia 3/112 57/5868 0.0944936879751986 0.549662749647945 6777/5605/6199 STAT5B/MAP2K2/RPS6KB2 3 hsa05010 Alzheimer's disease 6/112 167/5868 0.0990117386816815 0.549662749647945 2597/9167/4729/4714/54205/4711 GAPDH/COX7A2L/NDUFV2/NDUFB8/CYCS/NDUFB5 6 hsa04666 Fc gamma R-mediated phagocytosis 4/112 94/5868 0.104313871285363 0.549662749647945 81873/10163/1398/6199 ARPC5L/WASF2/CRK/RPS6KB2 4 hsa05216 Thyroid cancer 2/112 29/5868 0.105082584491519 0.549662749647945 10342/5605 TFG/MAP2K2 2 hsa04910 Insulin signaling pathway 5/112 138/5868 0.123131575596893 0.620218306710275 1398/9322/9470/5605/6199 CRK/TRIP10/EIF4E2/MAP2K2/RPS6KB2 5 hsa04620 Toll-like receptor signaling pathway 4/112 102/5868 0.129958425972444 0.631226640437586 2353/54472/4792/5605 FOS/TOLLIP/NFKBIA/MAP2K2 4 hsa05016 Huntington's disease 6/112 183/5868 0.136308892671542 0.639241703563094 9167/4729/4714/54205/4711/64764 COX7A2L/NDUFV2/NDUFB8/CYCS/NDUFB5/CREB3L2 6 hsa03013 RNA transport 5/112 151/5868 0.161165282388431 0.730615946827552 4116/3646/22985/1975/9470 MAGOH/EIF3E/ACIN1/EIF4B/EIF4E2 5 hsa04662 B cell receptor signaling pathway 3/112 75/5868 0.171869997686514 0.754010312431157 2353/4792/5605 FOS/NFKBIA/MAP2K2 3 hsa04260 Cardiac muscle contraction 3/112 77/5868 0.181380056273514 0.770865239162433 483/7171/9167 ATP1B3/TPM4/COX7A2L 3 hsa00740 Riboflavin metabolism 1/112 11/5868 0.191168269673242 0.776740625794574 55312 RFK 1 hsa04962 Vasopressin-regulated water reabsorption 2/112 44/5868 0.204758609872274 0.776740625794574 1781/64764 DYNC1I2/CREB3L2 2 hsa03015 mRNA surveillance pathway 3/112 83/5868 0.210706492849942 0.776740625794574 2935/4116/22985 GSPT1/MAGOH/ACIN1 3 hsa04350 TGF-beta signaling pathway 3/112 84/5868 0.215695751244096 0.776740625794574 3624/1874/6199 INHBA/E2F4/RPS6KB2 3 hsa03450 Non-homologous end-joining 1/112 13/5868 0.221808733666467 0.776740625794574 2547 XRCC6 1 hsa04722 Neurotrophin signaling pathway 4/112 127/5868 0.223732930164192 0.776740625794574 1398/7532/4792/5605 CRK/YWHAG/NFKBIA/MAP2K2 4 hsa04380 Osteoclast differentiation 4/112 128/5868 0.227815684780183 0.776740625794574 2353/2274/4792/2354 FOS/FHL2/NFKBIA/FOSB 4 hsa00520 Amino sugar and nucleotide sugar metabolism 2/112 48/5868 0.2329653830082 0.776740625794574 7360/55276 UGP2/PGM2 2 hsa05215 Prostate cancer 3/112 89/5868 0.240996176802102 0.776740625794574 4792/5605/64764 NFKBIA/MAP2K2/CREB3L2 3 hsa04530 Tight junction 4/112 132/5868 0.244333063772719 0.776740625794574 8531/2017/1366/1364 YBX3/CTTN/CLDN7/CLDN4 4 hsa00480 Glutathione metabolism 2/112 50/5868 0.24716582653365 0.776740625794574 2878/6723 GPX3/SRM 2 hsa00900 Terpenoid backbone biosynthesis 1/112 15/5868 0.251298437757068 0.776740625794574 10654 PMVK 1 hsa00120 Primary bile acid biosynthesis 1/112 16/5868 0.265625206076086 0.802778400585503 3295 HSD17B4 1 hsa00500 Starch and sucrose metabolism 2/112 54/5868 0.275639655218021 0.814934632818496 7360/55276 UGP2/PGM2 2 hsa00630 Glyoxylate and dicarboxylate metabolism 1/112 18/5868 0.293468606619802 0.841427067952411 4191 MDH2 1 hsa00562 Inositol phosphate metabolism 2/112 57/5868 0.296974259277322 0.841427067952411 3613/5286 IMPA2/PIK3C2A 2 hsa05142 Chagas disease (American trypanosomiasis) 3/112 104/5868 0.319126088549388 0.885737715157485 2353/811/4792 FOS/CALR/NFKBIA 3 hsa05210 Colorectal cancer 2/112 62/5868 0.332304324377272 0.886678370827812 2353/54205 FOS/CYCS 2 hsa01040 Biosynthesis of unsaturated fatty acids 1/112 21/5868 0.333283583702432 0.886678370827812 9524 TECR 1 hsa04660 T cell receptor signaling pathway 3/112 108/5868 0.340176883683875 0.886678370827812 2353/4792/5605 FOS/NFKBIA/MAP2K2 3 hsa00410 beta-Alanine metabolism 1/112 22/5868 0.346054618185983 0.886678370827812 6723 SRM 1 hsa03060 Protein export 1/112 23/5868 0.358583164673012 0.886678370827812 23478 SEC11A 1 hsa04964 Proximal tubule bicarbonate reclamation 1/112 23/5868 0.358583164673012 0.886678370827812 483 ATP1B3 1 hsa04977 Vitamin digestion and absorption 1/112 24/5868 0.370873786667302 0.896232074597607 949 SCARB1 1 hsa05211 Renal cell carcinoma 2/112 70/5868 0.387705924193403 0.896232074597607 1398/5605 CRK/MAP2K2 2 hsa05416 Viral myocarditis 2/112 70/5868 0.387705924193403 0.896232074597607 1604/54205 CD55/CYCS 2 hsa04976 Bile secretion 2/112 71/5868 0.39449982806899 0.896232074597607 483/949 ATP1B3/SCARB1 2 hsa05140 Leishmaniasis 2/112 72/5868 0.40126002946669 0.896232074597607 2353/4792 FOS/NFKBIA 2 hsa05200 Pathways in cancer 7/112 326/5868 0.430593097859584 0.896232074597607 2353/10342/1398/6777/54205/4792/5605 FOS/TFG/CRK/STAT5B/CYCS/NFKBIA/MAP2K2 7 hsa00020 Citrate cycle (TCA cycle) 1/112 30/5868 0.439866131624951 0.896232074597607 4191 MDH2 1 hsa04070 Phosphatidylinositol signaling system 2/112 78/5868 0.441050746453624 0.896232074597607 3613/5286 IMPA2/PIK3C2A 2 hsa03008 Ribosome biogenesis in eukaryotes 2/112 79/5868 0.447544783685361 0.896232074597607 4809/3692 SNU13/EIF6 2 hsa04146 Peroxisome 2/112 79/5868 0.447544783685361 0.896232074597607 3295/10654 HSD17B4/PMVK 2 hsa04974 Protein digestion and absorption 2/112 81/5868 0.460406911751409 0.896232074597607 483/54407 ATP1B3/SLC38A2 2 hsa00040 Pentose and glucuronate interconversions 1/112 32/5868 0.461153726538638 0.896232074597607 7360 UGP2 1 hsa00260 Glycine, serine and threonine metabolism 1/112 32/5868 0.461153726538638 0.896232074597607 211 ALAS1 1 hsa00640 Propanoate metabolism 1/112 32/5868 0.461153726538638 0.896232074597607 3939 LDHA 1 hsa03410 Base excision repair 1/112 33/5868 0.471494847619459 0.896232074597607 328 APEX1 1 hsa05222 Small cell lung cancer 2/112 85/5868 0.485607048164305 0.896232074597607 54205/4792 CYCS/NFKBIA 2 hsa05020 Prion diseases 1/112 35/5868 0.491590637279015 0.896232074597607 5605 MAP2K2 1 hsa04210 Apoptosis 2/112 87/5868 0.497934936204416 0.896232074597607 54205/4792 CYCS/NFKBIA 2 hsa00051 Fructose and mannose metabolism 1/112 36/5868 0.501352654872835 0.896232074597607 226 ALDOA 1 hsa04640 Hematopoietic cell lineage 2/112 88/5868 0.504028928938701 0.896232074597607 7037/1604 TFRC/CD55 2 hsa04540 Gap junction 2/112 90/5868 0.516074697649084 0.896232074597607 5605/84790 MAP2K2/TUBA1C 2 hsa03010 Ribosome 2/112 91/5868 0.522025650042159 0.896232074597607 6173/6139 RPL36A/RPL17 2 hsa00600 Sphingolipid metabolism 1/112 40/5868 0.538577452165494 0.896232074597607 8560 DEGS1 1 hsa04960 Aldosterone-regulated sodium reabsorption 1/112 42/5868 0.556143374977225 0.896232074597607 483 ATP1B3 1 hsa05219 Bladder cancer 1/112 42/5868 0.556143374977225 0.896232074597607 5605 MAP2K2 1 hsa00860 Porphyrin and chlorophyll metabolism 1/112 43/5868 0.564676149093694 0.896232074597607 211 ALAS1 1 hsa03420 Nucleotide excision repair 1/112 44/5868 0.573046324424425 0.896232074597607 5886 RAD23A 1 hsa04973 Carbohydrate digestion and absorption 1/112 44/5868 0.573046324424425 0.896232074597607 483 ATP1B3 1 hsa04916 Melanogenesis 2/112 101/5868 0.578825069808884 0.896232074597607 5605/64764 MAP2K2/CREB3L2 2 hsa04810 Regulation of actin cytoskeleton 4/112 213/5868 0.584940937931013 0.896232074597607 81873/10163/1398/5605 ARPC5L/WASF2/CRK/MAP2K2 4 hsa04975 Fat digestion and absorption 1/112 46/5868 0.589311105490767 0.896232074597607 949 SCARB1 1 hsa04930 Type II diabetes mellitus 1/112 48/5868 0.604961603210989 0.896232074597607 5315 PKM 1 hsa00510 N-Glycan biosynthesis 1/112 49/5868 0.612563716688716 0.896232074597607 4245 MGAT1 1 hsa05213 Endometrial cancer 1/112 52/5868 0.634510890676781 0.896232074597607 5605 MAP2K2 1 hsa05014 Amyotrophic lateral sclerosis (ALS) 1/112 53/5868 0.641549195395523 0.896232074597607 54205 CYCS 1 hsa00330 Arginine and proline metabolism 1/112 54/5868 0.648453148983778 0.896232074597607 6723 SRM 1 hsa05223 Non-small cell lung cancer 1/112 54/5868 0.648453148983778 0.896232074597607 5605 MAP2K2 1 hsa04670 Leukocyte transendothelial migration 2/112 116/5868 0.654577249526554 0.896232074597607 1366/1364 CLDN7/CLDN4 2 hsa05150 Staphylococcus aureus infection 1/112 55/5868 0.655225293344599 0.896232074597607 3858 KRT10 1 hsa04623 Cytosolic DNA-sensing pathway 1/112 56/5868 0.661868122717626 0.896232074597607 4792 NFKBIA 1 hsa04621 NOD-like receptor signaling pathway 1/112 58/5868 0.674775580439623 0.896232074597607 4792 NFKBIA 1 hsa00590 Arachidonic acid metabolism 1/112 59/5868 0.681044966840787 0.896232074597607 2878 GPX3 1 hsa04110 Cell cycle 2/112 124/5868 0.690381888036535 0.896232074597607 7532/1874 YWHAG/E2F4 2 hsa04062 Chemokine signaling pathway 3/112 189/5868 0.705903498863677 0.896232074597607 1398/6777/4792 CRK/STAT5B/NFKBIA 3 hsa05214 Glioma 1/112 65/5868 0.716223481179219 0.896232074597607 5605 MAP2K2 1 hsa05145 Toxoplasmosis 2/112 132/5868 0.723110282172774 0.896232074597607 54205/4792 CYCS/NFKBIA 2 hsa04514 Cell adhesion molecules (CAMs) 2/112 133/5868 0.726991704440158 0.896232074597607 1366/1364 CLDN7/CLDN4 2 hsa04115 p53 signaling pathway 1/112 68/5868 0.732342090256973 0.896232074597607 54205 CYCS 1 hsa04920 Adipocytokine signaling pathway 1/112 68/5868 0.732342090256973 0.896232074597607 4792 NFKBIA 1 hsa04610 Complement and coagulation cascades 1/112 69/5868 0.737510656789942 0.896232074597607 1604 CD55 1 hsa03320 PPAR signaling pathway 1/112 70/5868 0.742580290595689 0.896232074597607 7316 UBC 1 hsa04720 Long-term potentiation 1/112 70/5868 0.742580290595689 0.896232074597607 5605 MAP2K2 1 hsa04730 Long-term depression 1/112 70/5868 0.742580290595689 0.896232074597607 5605 MAP2K2 1 hsa04144 Endocytosis 3/112 201/5868 0.74478407590097 0.896232074597607 84313/7037/2321 VPS25/TFRC/FLT1 3 hsa03018 RNA degradation 1/112 71/5868 0.747552868631784 0.896232074597607 2023 ENO1 1 hsa04622 RIG-I-like receptor signaling pathway 1/112 71/5868 0.747552868631784 0.896232074597607 4792 NFKBIA 1 hsa05218 Melanoma 1/112 71/5868 0.747552868631784 0.896232074597607 5605 MAP2K2 1 hsa04520 Adherens junction 1/112 73/5868 0.75721418942236 0.896232074597607 10163 WASF2 1 hsa04971 Gastric acid secretion 1/112 74/5868 0.761906512249745 0.896232074597607 483 ATP1B3 1 hsa05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 1/112 74/5868 0.761906512249745 0.896232074597607 1832 DSP 1 hsa04370 VEGF signaling pathway 1/112 76/5868 0.771023181822941 0.896232074597607 5605 MAP2K2 1 hsa04612 Antigen processing and presentation 1/112 76/5868 0.771023181822941 0.896232074597607 811 CALR 1 hsa04664 Fc epsilon RI signaling pathway 1/112 79/5868 0.784053372006435 0.903654733837925 5605 MAP2K2 1 hsa05410 Hypertrophic cardiomyopathy (HCM) 1/112 83/5868 0.800290409309738 0.90828214638562 7171 TPM4 1 hsa04630 Jak-STAT signaling pathway 2/112 155/5868 0.801425423281429 0.90828214638562 1442/6777 CSH1/STAT5B 2 hsa00230 Purine metabolism 2/112 162/5868 0.821064356040165 0.913130420699321 5315/55276 PKM/PGM2 2 hsa04970 Salivary secretion 1/112 89/5868 0.822403992996384 0.913130420699321 483 ATP1B3 1 hsa05414 Dilated cardiomyopathy 1/112 90/5868 0.825845895191297 0.913130420699321 7171 TPM4 1 hsa04912 GnRH signaling pathway 1/112 101/5868 0.859608356602961 0.935253891984022 5605 MAP2K2 1 hsa04972 Pancreatic secretion 1/112 101/5868 0.859608356602961 0.935253891984022 483 ATP1B3 1 hsa05146 Amoebiasis 1/112 106/5868 0.872726020244004 0.939771813363711 5272 SERPINB9 1 hsa04114 Oocyte meiosis 1/112 112/5868 0.886872455228587 0.939771813363711 7532 YWHAG 1 hsa04010 MAPK signaling pathway 3/112 268/5868 0.892655103081868 0.939771813363711 2353/1398/5605 FOS/CRK/MAP2K2 3 hsa04270 Vascular smooth muscle contraction 1/112 116/5868 0.895425871549363 0.939771813363711 5605 MAP2K2 1 hsa04510 Focal adhesion 2/112 200/5868 0.900355104878528 0.939771813363711 1398/2321 CRK/FLT1 2 hsa04142 Lysosome 1/112 121/5868 0.905221379048869 0.939771813363711 537 ATP6AP1 1 hsa04120 Ubiquitin mediated proteolysis 1/112 135/5868 0.928069742816141 0.943347734527592 51465 UBE2J1 1 hsa04650 Natural killer cell mediated cytotoxicity 1/112 136/5868 0.929474973725716 0.943347734527592 5605 MAP2K2 1 hsa05322 Systemic lupus erythematosus 1/112 136/5868 0.929474973725716 0.943347734527592 6632 SNRPD1 1 hsa04060 Cytokine-cytokine receptor interaction 2/112 265/5868 0.965593573447519 0.972746118436019 3624/2321 INHBA/FLT1 2 hsa04080 Neuroactive ligand-receptor interaction 1/112 272/5868 0.995336032074089 0.995336032074089 1442 CSH1 1