ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 194/1106 423/7206 4.90908275904e-54 ko04724 Glutamatergic synapse 87/1106 152/7206 2.869781448e-33 ko05033 Nicotine addiction 47/1106 56/7206 4.4389519181e-30 ko05032 Morphine addiction 67/1106 110/7206 4.72516121933e-28 ko04713 Circadian entrainment 75/1106 136/7206 2.38950455249e-27 ko04727 GABAergic synapse 64/1106 110/7206 2.97995384121e-25 ko04728 Dopaminergic synapse 86/1106 185/7206 2.53800549069e-24 ko04721 Synaptic vesicle cycle 49/1106 80/7206 5.85983462341e-21 ko04024 cAMP signaling pathway 103/1106 279/7206 1.57310748373e-19 ko04725 Cholinergic synapse 72/1106 160/7206 1.65604047522e-19 ko04723 Retrograde endocannabinoid signaling 76/1106 175/7206 2.09828748734e-19 ko04020 Calcium signaling pathway 97/1106 265/7206 5.174670755e-18 ko04742 Taste transduction 37/1106 61/7206 6.29146477644e-16 ko04911 Insulin secretion 54/1106 117/7206 1.67036994864e-15 ko04726 Serotonergic synapse 59/1106 137/7206 4.10855469275e-15 ko04921 Oxytocin signaling pathway 75/1106 209/7206 1.15188988362e-13 ko04261 Adrenergic signaling in cardiomyocytes 72/1106 205/7206 1.72477094789e-12 ko05031 Amphetamine addiction 42/1106 91/7206 2.42846297163e-12 ko04744 Phototransduction 24/1106 36/7206 4.53980970634e-12 ko04720 Long-term potentiation 42/1106 99/7206 7.1700465112e-11 ko04970 Salivary secretion 40/1106 95/7206 2.69723180546e-10 ko03040 Spliceosome 1/1106 145/7206 1.37438281675e-09 ko04360 Axon guidance 72/1106 233/7206 1.38353528434e-09 ko04740 Olfactory transduction 33/1106 80/7206 1.84818316314e-08 ko05203 Viral carcinogenesis 13/1106 277/7206 2.05031698816e-08 ko05030 Cocaine addiction 31/1106 73/7206 2.20019024666e-08 ko04925 Aldosterone synthesis and secretion 38/1106 105/7206 1.27428373896e-07 ko04971 Gastric acid secretion 36/1106 98/7206 2.19663880935e-07 ko04010 MAPK signaling pathway 83/1106 321/7206 6.81470197006e-07 ko04621 NOD-like receptor signaling pathway 5/1106 157/7206 9.6862041904e-07 ko04060 Cytokine-cytokine receptor interaction 8/1106 191/7206 1.1814162363e-06 ko03013 RNA transport 6/1106 166/7206 1.78355458848e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 28/1106 74/7206 1.80408248964e-06 ko05164 Influenza A 6/1106 167/7206 1.85512907779e-06 ko04022 cGMP-PKG signaling pathway 60/1106 216/7206 1.93358625229e-06 ko05322 Systemic lupus erythematosus 5/1106 151/7206 3.10003434807e-06 ko05168 Herpes simplex infection 8/1106 182/7206 3.42767887189e-06 ko04120 Ubiquitin mediated proteolysis 4/1106 138/7206 3.48784395834e-06 ko04141 Protein processing in endoplasmic reticulum 8/1106 184/7206 3.52076339993e-06 ko04540 Gap junction 40/1106 128/7206 5.00313330848e-06 ko04924 Renin secretion 30/1106 86/7206 6.05412987206e-06 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1106 79/7206 9.72786781042e-06 ko04745 Phototransduction - fly 17/1106 38/7206 1.49743111826e-05 ko04514 Cell adhesion molecules (CAMs) 39/1106 130/7206 2.01685694561e-05 ko04070 Phosphatidylinositol signaling system 35/1106 112/7206 2.6737187048e-05 ko04972 Pancreatic secretion 34/1106 111/7206 4.56401118917e-05 ko05414 Dilated cardiomyopathy 34/1106 112/7206 5.14114786674e-05 ko04260 Cardiac muscle contraction 30/1106 98/7206 0.000108010770261 ko05110 Vibrio cholerae infection 22/1106 63/7206 0.000121302230771 ko04014 Ras signaling pathway 67/1106 279/7206 0.00012210405699 ko04064 NF-kappa B signaling pathway 3/1106 96/7206 0.000169134903699 ko04750 Inflammatory mediator regulation of TRP channels 35/1106 122/7206 0.000182657040929 ko04966 Collecting duct acid secretion 12/1106 26/7206 0.00019138611553 ko04730 Long-term depression 25/1106 78/7206 0.00019176252256 ko04961 Endocrine and other factor-regulated calcium reabsorption 20/1106 59/7206 0.000360352782329 ko05205 Proteoglycans in cancer 22/1106 271/7206 0.000401522562989 ko03008 Ribosome biogenesis in eukaryotes 2/1106 79/7206 0.000411887224245 ko05169 Epstein-Barr virus infection 15/1106 206/7206 0.000555610075065 ko05140 Leishmaniasis 2/1106 75/7206 0.000597390056698 ko04612 Antigen processing and presentation 2/1106 77/7206 0.000626929624488 ko04072 Phospholipase D signaling pathway 48/1106 197/7206 0.00085223838137 ko04110 Cell cycle 9/1106 145/7206 0.00101890946328 ko05161 Hepatitis B 12/1106 173/7206 0.00122692531556 ko05162 Measles 7/1106 120/7206 0.00197950033617 ko00480 Glutathione metabolism 1/1106 55/7206 0.00209373460931 ko04932 Non-alcoholic fatty liver disease (NAFLD) 14/1106 182/7206 0.00240248946171 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1106 14/7206 0.00250327390669 ko04146 Peroxisome 4/1106 89/7206 0.00263354909945 ko04640 Hematopoietic cell lineage 2/1106 64/7206 0.00279433323921 ko00590 Arachidonic acid metabolism 1/1106 52/7206 0.00311372383795 ko01524 Platinum drug resistance 3/1106 76/7206 0.0033870291177 ko04217 Necroptosis 14/1106 178/7206 0.00419190006063 ko04976 Bile secretion 22/1106 80/7206 0.00455843499927 ko04630 Jak-STAT signaling pathway 9/1106 132/7206 0.00467740745148 ko04214 Apoptosis - fly 3/1106 72/7206 0.0047260689104 ko05410 Hypertrophic cardiomyopathy (HCM) 26/1106 100/7206 0.00492594635774 ko05215 Prostate cancer 7/1106 111/7206 0.00506822631716 ko04371 Apelin signaling pathway 41/1106 177/7206 0.00573817405628 ko00330 Arginine and proline metabolism 2/1106 61/7206 0.00629558073814 ko04915 Estrogen signaling pathway 32/1106 131/7206 0.00661185818902 ko03420 Nucleotide excision repair 1/1106 46/7206 0.00693348604561 ko00240 Pyrimidine metabolism 7/1106 110/7206 0.00705918983985 ko00260 Glycine, serine and threonine metabolism 1/1106 48/7206 0.00736910840322 ko05145 Toxoplasmosis 9/1106 126/7206 0.00831619543191 ko05321 Inflammatory bowel disease (IBD) 2/1106 56/7206 0.00866959943291 ko04657 IL-17 signaling pathway 5/1106 87/7206 0.0101369994595 ko03022 Basal transcription factors 1/1106 44/7206 0.0104255867435 ko05144 Malaria 1/1106 45/7206 0.0108017637879 ko00071 Fatty acid degradation 1/1106 45/7206 0.0108017637879 ko04626 Plant-pathogen interaction 7/1106 18/7206 0.0132591628685 ko04015 Rap1 signaling pathway 58/1106 278/7206 0.0135250237911 ko03018 RNA degradation 5/1106 84/7206 0.0139214218532 ko00310 Lysine degradation 4/1106 73/7206 0.0139927863581 ko04668 TNF signaling pathway 9/1106 120/7206 0.014591177935 ko04210 Apoptosis 16/1106 180/7206 0.0154502442616 ko00140 Steroid hormone biosynthesis 1/1106 41/7206 0.0154652749218 ko04923 Regulation of lipolysis in adipocytes 20/1106 77/7206 0.015762765645 ko00983 Drug metabolism - other enzymes 1/1106 42/7206 0.0158675960436 ko04620 Toll-like receptor signaling pathway 7/1106 100/7206 0.0169659362918 ko04510 Focal adhesion 24/1106 240/7206 0.0177134751064 ko05131 Shigellosis 5/1106 82/7206 0.0194365667425 ko04622 RIG-I-like receptor signaling pathway 3/1106 62/7206 0.0197369855422 ko04912 GnRH signaling pathway 28/1106 122/7206 0.0225790579321 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1106 40/7206 0.0243862836319 ko05418 Fluid shear stress and atherosclerosis 16/1106 173/7206 0.0243890026974 ko05133 Pertussis 6/1106 87/7206 0.0243915710678 ko04916 Melanogenesis 32/1106 142/7206 0.0245677466142 ko05222 Small cell lung cancer 6/1106 89/7206 0.0250115921062 ko05219 Bladder cancer 2/1106 48/7206 0.0262661431577 ko00380 Tryptophan metabolism 2/1106 50/7206 0.0275223729662 ko04140 Autophagy - animal 15/1106 164/7206 0.0276462780272 ko04350 TGF-beta signaling pathway 8/1106 103/7206 0.0276605573272 ko04658 Th1 and Th2 cell differentiation 7/1106 96/7206 0.0310268046866 ko04964 Proximal tubule bicarbonate reclamation 9/1106 29/7206 0.0332595894519 ko01200 Carbon metabolism 11/1106 128/7206 0.0344875789299 ko04115 p53 signaling pathway 5/1106 74/7206 0.0352592407687 ko00982 Drug metabolism - cytochrome P450 1/1106 37/7206 0.0355943642616 ko04930 Type II diabetes mellitus 14/1106 54/7206 0.0370017510891 ko05166 HTLV-I infection 32/1106 292/7206 0.0377793884923 ko00620 Pyruvate metabolism 2/1106 46/7206 0.0380481767441 ko00270 Cysteine and methionine metabolism 2/1106 47/7206 0.0391091308879 ko04391 Hippo signaling pathway - fly 21/1106 90/7206 0.0394560375672 ko04270 Vascular smooth muscle contraction 33/1106 154/7206 0.0413063168862 ko04918 Thyroid hormone synthesis 20/1106 86/7206 0.0493603020202