ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 220/1338 423/7206 3.53525055825e-58 ko04724 Glutamatergic synapse 94/1338 152/7206 9.57810268496e-33 ko05033 Nicotine addiction 50/1338 56/7206 1.30309273473e-30 ko05032 Morphine addiction 72/1338 110/7206 1.49448040444e-27 ko04713 Circadian entrainment 81/1338 136/7206 1.0016827335e-26 ko04727 GABAergic synapse 71/1338 110/7206 1.27624318351e-26 ko04721 Synaptic vesicle cycle 55/1338 80/7206 6.86966578978e-23 ko04020 Calcium signaling pathway 114/1338 265/7206 7.67283285038e-21 ko04725 Cholinergic synapse 81/1338 160/7206 1.78739540438e-20 ko04728 Dopaminergic synapse 89/1338 185/7206 1.8434946711e-20 ko04911 Insulin secretion 64/1338 117/7206 1.16434530715e-18 ko04723 Retrograde endocannabinoid signaling 81/1338 175/7206 1.93144355043e-17 ko04024 cAMP signaling pathway 110/1338 279/7206 1.25259712207e-16 ko04921 Oxytocin signaling pathway 88/1338 209/7206 1.25186057191e-15 ko04742 Taste transduction 39/1338 61/7206 5.90242103604e-15 ko04726 Serotonergic synapse 64/1338 137/7206 2.89578921804e-14 ko04970 Salivary secretion 48/1338 95/7206 1.37250473097e-12 ko04720 Long-term potentiation 49/1338 99/7206 2.16628925719e-12 ko04744 Phototransduction 26/1338 36/7206 2.92816377023e-12 ko04261 Adrenergic signaling in cardiomyocytes 80/1338 205/7206 3.63408660855e-12 ko03040 Spliceosome 1/1338 145/7206 5.61340715432e-12 ko04360 Axon guidance 87/1338 233/7206 7.24971061935e-12 ko05031 Amphetamine addiction 45/1338 91/7206 1.80776099625e-11 ko04740 Olfactory transduction 38/1338 80/7206 2.94546538936e-09 ko04022 cGMP-PKG signaling pathway 76/1338 216/7206 3.96979630804e-09 ko05203 Viral carcinogenesis 18/1338 277/7206 5.76830791496e-09 ko04925 Aldosterone synthesis and secretion 45/1338 105/7206 6.65046166885e-09 ko05168 Herpes simplex infection 8/1338 182/7206 1.87181985072e-08 ko03013 RNA transport 7/1338 166/7206 4.68961768869e-08 ko04540 Gap junction 50/1338 128/7206 5.14972125016e-08 ko04060 Cytokine-cytokine receptor interaction 10/1338 191/7206 7.8364911078e-08 ko04971 Gastric acid secretion 40/1338 98/7206 2.55110814154e-07 ko05322 Systemic lupus erythematosus 7/1338 151/7206 6.82000006194e-07 ko05030 Cocaine addiction 32/1338 73/7206 8.11422065383e-07 ko04141 Protein processing in endoplasmic reticulum 11/1338 184/7206 1.06585035404e-06 ko04924 Renin secretion 35/1338 86/7206 1.74539464789e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 31/1338 74/7206 2.83179524932e-06 ko04610 Complement and coagulation cascades 1/1338 79/7206 2.90855482555e-06 ko04010 MAPK signaling pathway 93/1338 321/7206 3.21872803057e-06 ko05164 Influenza A 10/1338 167/7206 4.11874478219e-06 ko04730 Long-term depression 32/1338 78/7206 5.00459285905e-06 ko04966 Collecting duct acid secretion 15/1338 26/7206 9.7900500336e-06 ko04972 Pancreatic secretion 40/1338 111/7206 1.11999656127e-05 ko04070 Phosphatidylinositol signaling system 40/1338 112/7206 1.34238853986e-05 ko04621 NOD-like receptor signaling pathway 10/1338 157/7206 1.59350418534e-05 ko04961 Endocrine and other factor-regulated calcium reabsorption 25/1338 59/7206 2.41334312986e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1338 79/7206 2.80016549109e-05 ko04976 Bile secretion 31/1338 80/7206 3.00277235011e-05 ko04371 Apelin signaling pathway 55/1338 177/7206 4.96766557436e-05 ko04260 Cardiac muscle contraction 35/1338 98/7206 6.00032819036e-05 ko04072 Phospholipase D signaling pathway 59/1338 197/7206 8.36537596052e-05 ko04110 Cell cycle 10/1338 145/7206 8.48222433108e-05 ko05169 Epstein-Barr virus infection 18/1338 206/7206 8.48580298962e-05 ko04120 Ubiquitin mediated proteolysis 9/1338 138/7206 8.65513424058e-05 ko05110 Vibrio cholerae infection 25/1338 63/7206 0.000106235610501 ko04745 Phototransduction - fly 17/1338 38/7206 0.000184203882778 ko05140 Leishmaniasis 3/1338 75/7206 0.000282430339529 ko04014 Ras signaling pathway 76/1338 279/7206 0.000283728111984 ko04612 Antigen processing and presentation 3/1338 77/7206 0.000296142519967 ko05162 Measles 8/1338 120/7206 0.000318687548279 ko00520 Amino sugar and nucleotide sugar metabolism 1/1338 55/7206 0.00032835996565 ko04514 Cell adhesion molecules (CAMs) 41/1338 130/7206 0.000352806834452 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1338 79/7206 0.000364018430038 ko00240 Pyrimidine metabolism 7/1338 110/7206 0.000445778642767 ko05414 Dilated cardiomyopathy 36/1338 112/7206 0.000513959162144 ko04657 IL-17 signaling pathway 5/1338 87/7206 0.000783032635527 ko04146 Peroxisome 5/1338 89/7206 0.00081395154776 ko04064 NF-kappa B signaling pathway 6/1338 96/7206 0.000826468818662 ko04750 Inflammatory mediator regulation of TRP channels 38/1338 122/7206 0.000873261083381 ko05205 Proteoglycans in cancer 31/1338 271/7206 0.00141716464304 ko00604 Glycosphingolipid biosynthesis - ganglio series 8/1338 14/7206 0.00143163323318 ko05321 Inflammatory bowel disease (IBD) 2/1338 56/7206 0.0015732271033 ko03018 RNA degradation 5/1338 84/7206 0.00161920922887 ko04923 Regulation of lipolysis in adipocytes 26/1338 77/7206 0.00162813346501 ko05144 Malaria 1/1338 45/7206 0.00170685490604 ko00071 Fatty acid degradation 1/1338 45/7206 0.00170685490604 ko03420 Nucleotide excision repair 1/1338 46/7206 0.00175874657754 ko04640 Hematopoietic cell lineage 3/1338 64/7206 0.00190055109695 ko04214 Apoptosis - fly 4/1338 72/7206 0.00212058605477 ko00480 Glutathione metabolism 2/1338 55/7206 0.00245750765898 ko03022 Basal transcription factors 1/1338 44/7206 0.00271010471514 ko04622 RIG-I-like receptor signaling pathway 3/1338 62/7206 0.00276879605309 ko04916 Melanogenesis 41/1338 142/7206 0.00300204041485 ko04915 Estrogen signaling pathway 38/1338 131/7206 0.00306203705754 ko05133 Pertussis 6/1338 87/7206 0.00321841590469 ko00590 Arachidonic acid metabolism 2/1338 52/7206 0.00350270215974 ko05161 Hepatitis B 18/1338 173/7206 0.0039554101101 ko00330 Arginine and proline metabolism 3/1338 61/7206 0.00418918839784 ko04270 Vascular smooth muscle contraction 43/1338 154/7206 0.00440328119763 ko00630 Glyoxylate and dicarboxylate metabolism 1/1338 38/7206 0.00596864708404 ko03410 Base excision repair 1/1338 38/7206 0.00596864708404 ko05131 Shigellosis 6/1338 82/7206 0.00617938124537 ko04964 Proximal tubule bicarbonate reclamation 12/1338 29/7206 0.00619590359956 ko04115 p53 signaling pathway 5/1338 74/7206 0.00627874410878 ko04918 Thyroid hormone synthesis 26/1338 86/7206 0.00770393773282 ko04658 Th1 and Th2 cell differentiation 8/1338 96/7206 0.0077182142333 ko00260 Glycine, serine and threonine metabolism 2/1338 48/7206 0.00780676722254 ko04626 Plant-pathogen interaction 8/1338 18/7206 0.010335004923 ko04217 Necroptosis 20/1338 178/7206 0.0107779300667 ko04015 Rap1 signaling pathway 68/1338 278/7206 0.0117856353884 ko04932 Non-alcoholic fatty liver disease (NAFLD) 21/1338 182/7206 0.0118826485307 ko04912 GnRH signaling pathway 34/1338 122/7206 0.0130103357511 ko04620 Toll-like receptor signaling pathway 9/1338 100/7206 0.0130960848957 ko00500 Starch and sucrose metabolism 1/1338 35/7206 0.0141565865999 ko04922 Glucagon signaling pathway 35/1338 128/7206 0.0153558459087 ko01524 Platinum drug resistance 6/1338 76/7206 0.0164891985125 ko05418 Fluid shear stress and atherosclerosis 20/1338 173/7206 0.0170566776639 ko00380 Tryptophan metabolism 3/1338 50/7206 0.0172152609269 ko00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 10/1338 26/7206 0.0186661612949 ko05410 Hypertrophic cardiomyopathy (HCM) 28/1338 100/7206 0.0192298168116 ko00310 Lysine degradation 6/1338 73/7206 0.0221145572286 ko00980 Metabolism of xenobiotics by cytochrome P450 2/1338 40/7206 0.023618222974 ko05145 Toxoplasmosis 14/1338 126/7206 0.0279653325993 ko01200 Carbon metabolism 14/1338 128/7206 0.0284679114443 ko04113 Meiosis - yeast 6/1338 70/7206 0.0297709497564 ko05320 Autoimmune thyroid disease 1/1338 29/7206 0.0308492920795 ko04630 Jak-STAT signaling pathway 15/1338 132/7206 0.0314414440755 ko05231 Choline metabolism in cancer 35/1338 134/7206 0.0322608199457 ko00280 Valine, leucine and isoleucine degradation 4/1338 54/7206 0.0338974132945 ko04142 Lysosome 18/1338 151/7206 0.0340301593762 ko00982 Drug metabolism - cytochrome P450 2/1338 37/7206 0.0343468651389 ko00620 Pyruvate metabolism 3/1338 46/7206 0.0349606134741 ko05132 Salmonella infection 10/1338 98/7206 0.0352905996062 ko05215 Prostate cancer 12/1338 111/7206 0.0357702738027 ko03320 PPAR signaling pathway 6/1338 69/7206 0.0412894791104 ko04973 Carbohydrate digestion and absorption 13/1338 42/7206 0.0461891759245 ko04975 Fat digestion and absorption 2/1338 35/7206 0.0496347601304