ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 209/1282 423/7206 1.21513144768e-53 ko04724 Glutamatergic synapse 90/1282 152/7206 8.37166777047e-31 ko05033 Nicotine addiction 47/1282 56/7206 4.07173829846e-27 ko05032 Morphine addiction 68/1282 110/7206 4.68655864819e-25 ko04713 Circadian entrainment 76/1282 136/7206 6.23263864773e-24 ko04721 Synaptic vesicle cycle 55/1282 80/7206 7.85087727188e-24 ko04727 GABAergic synapse 64/1282 110/7206 1.30811276627e-21 ko04728 Dopaminergic synapse 87/1282 185/7206 1.75906756168e-20 ko04020 Calcium signaling pathway 109/1282 265/7206 1.14068072557e-19 ko04725 Cholinergic synapse 77/1282 160/7206 5.44113831985e-19 ko04024 cAMP signaling pathway 109/1282 279/7206 1.44135232404e-17 ko04911 Insulin secretion 60/1282 117/7206 1.02525305135e-16 ko04723 Retrograde endocannabinoid signaling 77/1282 175/7206 3.42301783118e-16 ko04742 Taste transduction 39/1282 61/7206 1.33042170241e-15 ko04921 Oxytocin signaling pathway 85/1282 209/7206 3.89263849791e-15 ko04360 Axon guidance 87/1282 233/7206 6.82652705084e-13 ko04726 Serotonergic synapse 60/1282 137/7206 8.92082415588e-13 ko04261 Adrenergic signaling in cardiomyocytes 78/1282 205/7206 3.05748708664e-12 ko03040 Spliceosome 1/1282 145/7206 1.5951256598e-11 ko04970 Salivary secretion 45/1282 95/7206 2.57163991648e-11 ko04720 Long-term potentiation 46/1282 99/7206 3.56307541905e-11 ko05031 Amphetamine addiction 42/1282 91/7206 3.33131332943e-10 ko04744 Phototransduction 22/1282 36/7206 8.02616889513e-09 ko05168 Herpes simplex infection 7/1282 182/7206 1.1518656491e-08 ko05203 Viral carcinogenesis 17/1282 277/7206 1.26579717868e-08 ko04022 cGMP-PKG signaling pathway 71/1282 216/7206 5.79879699348e-08 ko04925 Aldosterone synthesis and secretion 42/1282 105/7206 8.51026550124e-08 ko04540 Gap junction 48/1282 128/7206 1.1955899369e-07 ko03013 RNA transport 7/1282 166/7206 1.65892963362e-07 ko04971 Gastric acid secretion 39/1282 98/7206 3.02671508802e-07 ko04060 Cytokine-cytokine receptor interaction 10/1282 191/7206 3.85717287308e-07 ko05030 Cocaine addiction 31/1282 73/7206 7.01470564644e-07 ko04740 Olfactory transduction 33/1282 80/7206 8.33593059991e-07 ko04120 Ubiquitin mediated proteolysis 6/1282 138/7206 2.75795818693e-06 ko05164 Influenza A 9/1282 167/7206 2.86669322474e-06 ko04260 Cardiac muscle contraction 37/1282 98/7206 2.99594480407e-06 ko04141 Protein processing in endoplasmic reticulum 11/1282 184/7206 3.26788101887e-06 ko04621 NOD-like receptor signaling pathway 8/1282 157/7206 3.83515953847e-06 ko04610 Complement and coagulation cascades 1/1282 79/7206 4.81813813428e-06 ko04924 Renin secretion 33/1282 86/7206 5.55282581968e-06 ko04966 Collecting duct acid secretion 15/1282 26/7206 5.65347249606e-06 ko05322 Systemic lupus erythematosus 8/1282 151/7206 7.54630716219e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 29/1282 74/7206 1.13498928458e-05 ko04514 Cell adhesion molecules (CAMs) 43/1282 130/7206 2.22744560351e-05 ko04010 MAPK signaling pathway 87/1282 321/7206 2.54433769615e-05 ko05110 Vibrio cholerae infection 25/1282 63/7206 3.81079722505e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1282 79/7206 4.4834699891e-05 ko04371 Apelin signaling pathway 53/1282 177/7206 5.84654173319e-05 ko04976 Bile secretion 29/1282 80/7206 8.4731702994e-05 ko05140 Leishmaniasis 2/1282 75/7206 0.000101464298523 ko04961 Endocrine and other factor-regulated calcium reabsorption 23/1282 59/7206 0.000105373861307 ko04064 NF-kappa B signaling pathway 4/1282 96/7206 0.000122165377951 ko05169 Epstein-Barr virus infection 17/1282 206/7206 0.000131203424327 ko04730 Long-term depression 28/1282 78/7206 0.000132697864513 ko04972 Pancreatic secretion 36/1282 111/7206 0.000148928511712 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1282 79/7206 0.000155835680786 ko05162 Measles 7/1282 120/7206 0.000163518426325 ko05414 Dilated cardiomyopathy 36/1282 112/7206 0.000239954332191 ko04146 Peroxisome 4/1282 89/7206 0.000376257269276 ko05161 Hepatitis B 14/1282 173/7206 0.000380429801682 ko04745 Phototransduction - fly 16/1282 38/7206 0.00039696201398 ko04612 Antigen processing and presentation 3/1282 77/7206 0.000443131519351 ko00480 Glutathione metabolism 1/1282 55/7206 0.000530249198618 ko04110 Cell cycle 11/1282 145/7206 0.000599278068559 ko04014 Ras signaling pathway 72/1282 279/7206 0.000747780466144 ko00590 Arachidonic acid metabolism 1/1282 52/7206 0.000782187651223 ko00240 Pyrimidine metabolism 7/1282 110/7206 0.000925944342589 ko00604 Glycosphingolipid biosynthesis - ganglio series 8/1282 14/7206 0.00106670483248 ko04916 Melanogenesis 41/1282 142/7206 0.00116591959489 ko04915 Estrogen signaling pathway 38/1282 131/7206 0.00165469112209 ko01524 Platinum drug resistance 4/1282 76/7206 0.00223102229019 ko03018 RNA degradation 5/1282 84/7206 0.00234386292963 ko04072 Phospholipase D signaling pathway 52/1282 197/7206 0.00236380956842 ko05321 Inflammatory bowel disease (IBD) 2/1282 56/7206 0.00244136611589 ko04070 Phosphatidylinositol signaling system 33/1282 112/7206 0.00250228741695 ko05205 Proteoglycans in cancer 30/1282 271/7206 0.0026314392664 ko04750 Inflammatory mediator regulation of TRP channels 35/1282 122/7206 0.00264750668016 ko00071 Fatty acid degradation 1/1282 45/7206 0.00272566723604 ko03022 Basal transcription factors 1/1282 44/7206 0.00272694435532 ko03420 Nucleotide excision repair 1/1282 46/7206 0.00285576821476 ko04640 Hematopoietic cell lineage 3/1282 64/7206 0.00289433445294 ko05131 Shigellosis 5/1282 82/7206 0.0033139041264 ko00280 Valine, leucine and isoleucine degradation 2/1282 54/7206 0.0036281926474 ko04622 RIG-I-like receptor signaling pathway 3/1282 62/7206 0.0041779903983 ko00561 Glycerolipid metabolism 3/1282 63/7206 0.00424871370365 ko05133 Pertussis 6/1282 87/7206 0.0046306029453 ko04214 Apoptosis - fly 4/1282 72/7206 0.00464186808929 ko04668 TNF signaling pathway 10/1282 120/7206 0.00522847235805 ko04217 Necroptosis 18/1282 178/7206 0.00528384461391 ko04270 Vascular smooth muscle contraction 41/1282 154/7206 0.00545068812659 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1282 40/7206 0.00619453311889 ko05145 Toxoplasmosis 11/1282 126/7206 0.00643469082379 ko04630 Jak-STAT signaling pathway 12/1282 132/7206 0.00777250459906 ko04626 Plant-pathogen interaction 8/1282 18/7206 0.00794592807218 ko04620 Toll-like receptor signaling pathway 8/1282 100/7206 0.00797489072862 ko00380 Tryptophan metabolism 2/1282 50/7206 0.00806306338367 ko05418 Fluid shear stress and atherosclerosis 18/1282 173/7206 0.00865202235111 ko04115 p53 signaling pathway 5/1282 74/7206 0.00904004258064 ko00982 Drug metabolism - cytochrome P450 1/1282 37/7206 0.0093815252808 ko03410 Base excision repair 1/1282 38/7206 0.00938672747114 ko04923 Regulation of lipolysis in adipocytes 23/1282 77/7206 0.00990144073832 ko04015 Rap1 signaling pathway 66/1282 278/7206 0.0103358794218 ko04964 Proximal tubule bicarbonate reclamation 11/1282 29/7206 0.0115562117474 ko05410 Hypertrophic cardiomyopathy (HCM) 28/1282 100/7206 0.0116155621733 ko00260 Glycine, serine and threonine metabolism 2/1282 48/7206 0.0120384634518 ko00600 Sphingolipid metabolism 4/1282 63/7206 0.0127241813254 ko04922 Glucagon signaling pathway 34/1282 128/7206 0.013685667956 ko00500 Starch and sucrose metabolism 1/1282 35/7206 0.0140518158078 ko04912 GnRH signaling pathway 32/1282 122/7206 0.0169501757997 ko05144 Malaria 2/1282 45/7206 0.017037637792 ko03320 PPAR signaling pathway 5/1282 69/7206 0.0173645301867 ko00330 Arginine and proline metabolism 4/1282 61/7206 0.0178486633106 ko00640 Propanoate metabolism 1/1282 34/7206 0.0217338784071 ko00140 Steroid hormone biosynthesis 2/1282 41/7206 0.0242720663148 ko00983 Drug metabolism - other enzymes 2/1282 42/7206 0.0243597869257 ko04114 Oocyte meiosis 35/1282 139/7206 0.0250361148305 ko00310 Lysine degradation 6/1282 73/7206 0.0305064999472 ko04930 Type II diabetes mellitus 16/1282 54/7206 0.0306506008028 ko04658 Th1 and Th2 cell differentiation 9/1282 96/7206 0.0306954714209 ko04142 Lysosome 17/1282 151/7206 0.0315772629628 ko05340 Primary immunodeficiency 1/1282 30/7206 0.0317097945976 ko05215 Prostate cancer 11/1282 111/7206 0.0324124992041 ko04918 Thyroid hormone synthesis 23/1282 86/7206 0.0334646459505 ko04657 IL-17 signaling pathway 8/1282 87/7206 0.0338936302402 ko00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 9/1282 26/7206 0.0362506125048 ko04932 Non-alcoholic fatty liver disease (NAFLD) 22/1282 182/7206 0.0394878399076 ko05120 Epithelial cell signaling in Helicobacter pylori infection 24/1282 92/7206 0.0400371962145 ko04933 AGE-RAGE signaling pathway in diabetic complications 15/1282 135/7206 0.0405783524236 ko00564 Glycerophospholipid metabolism 10/1282 99/7206 0.0464006028955 ko05146 Amoebiasis 10/1282 99/7206 0.0464006028955 ko01200 Carbon metabolism 14/1282 128/7206 0.046465591642 ko05320 Autoimmune thyroid disease 1/1282 29/7206 0.0480626170344