ko pathway ratio_in_study ratio_in_pop p_value ko03040 Spliceosome 94/812 145/7206 1.11265617126e-54 ko03013 RNA transport 79/812 166/7206 1.54930973905e-32 ko03008 Ribosome biogenesis in eukaryotes 45/812 79/7206 4.18009056524e-23 ko04110 Cell cycle 62/812 145/7206 1.42725350089e-22 ko03460 Fanconi anemia pathway 34/812 51/7206 6.91732619326e-21 ko03030 DNA replication 29/812 38/7206 1.21721187205e-20 ko03440 Homologous recombination 30/812 41/7206 2.0595330859e-20 ko05322 Systemic lupus erythematosus 59/812 151/7206 3.4129669891e-19 ko04111 Cell cycle - yeast 44/812 90/7206 4.110570272e-19 ko03420 Nucleotide excision repair 26/812 46/7206 9.41772303409e-14 ko03430 Mismatch repair 17/812 22/7206 9.9476467477e-13 ko04113 Meiosis - yeast 31/812 70/7206 2.23871478901e-12 ko00240 Pyrimidine metabolism 40/812 110/7206 3.35418655386e-12 ko04144 Endocytosis 6/812 342/7206 1.60311692215e-11 ko03022 Basal transcription factors 23/812 44/7206 2.3000690247e-11 ko05034 Alcoholism 62/812 238/7206 9.45977381892e-11 ko03015 mRNA surveillance pathway 34/812 93/7206 1.22607656381e-10 ko03018 RNA degradation 32/812 84/7206 1.25138438952e-10 ko05203 Viral carcinogenesis 65/812 277/7206 4.61970361984e-09 ko03020 RNA polymerase 16/812 29/7206 9.63794124154e-09 ko04024 cAMP signaling pathway 6/812 279/7206 1.09688606912e-08 ko05010 Alzheimer's disease 3/812 202/7206 1.79972907181e-07 ko03410 Base excision repair 17/812 38/7206 1.87258867782e-07 ko04022 cGMP-PKG signaling pathway 4/812 216/7206 2.63506546466e-07 ko04151 PI3K-Akt signaling pathway 16/812 390/7206 3.84057056142e-07 ko04270 Vascular smooth muscle contraction 1/812 154/7206 3.99540957849e-07 ko04060 Cytokine-cytokine receptor interaction 3/812 191/7206 5.71785718926e-07 ko04261 Adrenergic signaling in cardiomyocytes 4/812 205/7206 8.17945187468e-07 ko04015 Rap1 signaling pathway 9/812 278/7206 1.47575955523e-06 ko04921 Oxytocin signaling pathway 5/812 209/7206 2.20885916478e-06 ko04723 Retrograde endocannabinoid signaling 3/812 175/7206 2.54568707791e-06 ko04510 Focal adhesion 7/812 240/7206 3.33347965021e-06 ko04724 Glutamatergic synapse 2/812 152/7206 3.52782234248e-06 ko04810 Regulation of actin cytoskeleton 9/812 264/7206 5.87185281882e-06 ko00190 Oxidative phosphorylation 1/812 127/7206 6.43811033462e-06 ko04932 Non-alcoholic fatty liver disease (NAFLD) 4/812 182/7206 7.48370691675e-06 ko04010 MAPK signaling pathway 14/812 321/7206 1.22144634533e-05 ko04621 NOD-like receptor signaling pathway 3/812 157/7206 1.70407785094e-05 ko04911 Insulin secretion 1/812 117/7206 2.18310814239e-05 ko04713 Circadian entrainment 2/812 136/7206 2.54162828912e-05 ko05012 Parkinson's disease 3/812 155/7206 2.60181678134e-05 ko04728 Dopaminergic synapse 5/812 185/7206 2.77070704078e-05 ko04070 Phosphatidylinositol signaling system 1/812 112/7206 3.24106295465e-05 ko05414 Dilated cardiomyopathy 1/812 112/7206 3.24106295465e-05 ko04014 Ras signaling pathway 12/812 279/7206 4.27316899735e-05 ko01200 Carbon metabolism 2/812 128/7206 5.41239409847e-05 ko04725 Cholinergic synapse 4/812 160/7206 6.69360359712e-05 ko05152 Tuberculosis 6/812 187/7206 8.98720128403e-05 ko03060 Protein export 10/812 23/7206 9.0327571774e-05 ko04062 Chemokine signaling pathway 7/812 201/7206 9.82214059119e-05 ko04668 TNF signaling pathway 2/812 120/7206 0.000116036725327 ko04750 Inflammatory mediator regulation of TRP channels 2/812 122/7206 0.000120072165082 ko04072 Phospholipase D signaling pathway 7/812 197/7206 0.00013658284112 ko04380 Osteoclast differentiation 3/812 134/7206 0.000157975277593 ko04971 Gastric acid secretion 1/812 98/7206 0.00016075008331 ko05410 Hypertrophic cardiomyopathy (HCM) 1/812 100/7206 0.000165446425245 ko04611 Platelet activation 5/812 163/7206 0.000226710494987 ko05142 Chagas disease (American trypanosomiasis) 3/812 130/7206 0.000228349889294 ko04514 Cell adhesion molecules (CAMs) 3/812 130/7206 0.000228349889294 ko04974 Protein digestion and absorption 1/812 96/7206 0.000243268355807 ko05031 Amphetamine addiction 1/812 91/7206 0.000356251156719 ko04114 Oocyte meiosis 30/812 139/7206 0.00036047564115 ko04727 GABAergic synapse 2/812 110/7206 0.000365949252215 ko05032 Morphine addiction 2/812 110/7206 0.000365949252215 ko04972 Pancreatic secretion 2/812 111/7206 0.000373958882406 ko05145 Toxoplasmosis 3/812 126/7206 0.000499369544385 ko04659 Th17 cell differentiation 2/812 106/7206 0.000531789189557 ko04146 Peroxisome 1/812 89/7206 0.000539965564694 ko00562 Inositol phosphate metabolism 1/812 89/7206 0.000539965564694 ko04931 Insulin resistance 4/812 137/7206 0.000560085643306 ko04726 Serotonergic synapse 4/812 137/7206 0.000560085643306 ko03450 Non-homologous end-joining 7/812 15/7206 0.000639789854967 ko04371 Apelin signaling pathway 7/812 177/7206 0.000693070216793 ko04666 Fc gamma R-mediated phagocytosis 3/812 122/7206 0.000707798977672 ko04924 Renin secretion 1/812 86/7206 0.000816324100522 ko04530 Tight junction 11/812 228/7206 0.00088456796295 ko04120 Ubiquitin mediated proteolysis 29/812 138/7206 0.0009028414806 ko04915 Estrogen signaling pathway 4/812 131/7206 0.00113521246121 ko00230 Purine metabolism 37/812 194/7206 0.00114587644379 ko04620 Toll-like receptor signaling pathway 2/812 100/7206 0.00115089918285 ko04630 Jak-STAT signaling pathway 4/812 132/7206 0.00116105048735 ko04721 Synaptic vesicle cycle 1/812 80/7206 0.00116879015527 ko04360 Axon guidance 12/812 233/7206 0.00148144759789 ko05205 Proteoglycans in cancer 15/812 271/7206 0.00159499116155 ko04658 Th1 and Th2 cell differentiation 2/812 96/7206 0.00165636223107 ko04912 GnRH signaling pathway 4/812 122/7206 0.00222138560913 ko04933 AGE-RAGE signaling pathway in diabetic complications 5/812 135/7206 0.00236649183105 ko05030 Cocaine addiction 1/812 73/7206 0.00256168196563 ko00010 Glycolysis / Gluconeogenesis 1/812 74/7206 0.00257431533551 ko05134 Legionellosis 1/812 74/7206 0.00257431533551 ko05140 Leishmaniasis 1/812 75/7206 0.0026309651101 ko04914 Progesterone-mediated oocyte maturation 22/812 104/7206 0.00280361244736 ko04925 Aldosterone synthesis and secretion 3/812 105/7206 0.00282329292551 ko05200 Pathways in cancer 36/812 492/7206 0.00308002314759 ko04152 AMPK signaling pathway 7/812 161/7206 0.00337643981506 ko05166 HTLV-I infection 49/812 292/7206 0.0043532572216 ko04922 Glucagon signaling pathway 5/812 128/7206 0.00452152840122 ko01230 Biosynthesis of amino acids 2/812 85/7206 0.00500019099189 ko04650 Natural killer cell mediated cytotoxicity 3/812 97/7206 0.00567420791598 ko04670 Leukocyte transendothelial migration 7/812 151/7206 0.00603311273133 ko04660 T cell receptor signaling pathway 5/812 124/7206 0.00622681261598 ko04640 Hematopoietic cell lineage 1/812 64/7206 0.00840763330835 ko05231 Choline metabolism in cancer 6/812 134/7206 0.0084120909733 ko04066 HIF-1 signaling pathway 5/812 123/7206 0.00878012809769 ko05202 Transcriptional misregulation in cancer 33/812 188/7206 0.00957450469776 ko04923 Regulation of lipolysis in adipocytes 2/812 77/7206 0.0102418983989 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 2/812 79/7206 0.0106877453653 ko04512 ECM-receptor interaction 2/812 79/7206 0.0106877453653 ko04218 Cellular senescence 31/812 177/7206 0.0111414977502 ko05120 Epithelial cell signaling in Helicobacter pylori infection 3/812 92/7206 0.0115482469937 ko04742 Taste transduction 1/812 61/7206 0.0125893694831 ko05167 Kaposi's sarcoma-associated herpesvirus infection 11/812 191/7206 0.0141769630392 ko04540 Gap junction 6/812 128/7206 0.0155366767644 ko05133 Pertussis 3/812 87/7206 0.0158822944392 ko04662 B cell receptor signaling pathway 3/812 88/7206 0.0161050902415 ko04720 Long-term potentiation 4/812 99/7206 0.0161629771287 ko05323 Rheumatoid arthritis 3/812 89/7206 0.0164838884582 ko05168 Herpes simplex infection 31/812 182/7206 0.0171118274141 ko04142 Lysosome 8/812 151/7206 0.018277441579 ko04962 Vasopressin-regulated water reabsorption 1/812 58/7206 0.0188972536208 ko05418 Fluid shear stress and atherosclerosis 10/812 173/7206 0.0199722051353 ko05132 Salmonella infection 4/812 98/7206 0.0226995662029 ko05169 Epstein-Barr virus infection 34/812 206/7206 0.0245018273329 ko04068 FoxO signaling pathway 10/812 167/7206 0.0256175728873 ko04930 Type II diabetes mellitus 1/812 54/7206 0.0272932190663 ko05162 Measles 6/812 120/7206 0.0277760473247 ko04730 Long-term depression 3/812 78/7206 0.0308291845085 ko04712 Circadian rhythm - plant 3/812 7/7206 0.0352229158862 ko04910 Insulin signaling pathway 11/812 172/7206 0.0379755868788 ko05204 Chemical carcinogenesis 1/812 48/7206 0.0382370271272 ko04622 RIG-I-like receptor signaling pathway 2/812 62/7206 0.0422366108844 ko04722 Neurotrophin signaling pathway 10/812 160/7206 0.0424254196978 ko00561 Glycerolipid metabolism 2/812 63/7206 0.0427242810149 ko04071 Sphingolipid signaling pathway 10/812 162/7206 0.0430411185187 ko05130 Pathogenic Escherichia coli infection 3/812 77/7206 0.0436316452865