ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 197/1187 423/7206 5.78216629567e-51 ko04724 Glutamatergic synapse 91/1187 152/7206 2.090004142e-34 ko05033 Nicotine addiction 48/1187 56/7206 4.1464709737e-30 ko05032 Morphine addiction 71/1187 110/7206 5.37806452826e-30 ko04713 Circadian entrainment 77/1187 136/7206 5.51847004237e-27 ko04727 GABAergic synapse 66/1187 110/7206 2.87572287154e-25 ko04721 Synaptic vesicle cycle 51/1187 80/7206 1.74572673967e-21 ko04725 Cholinergic synapse 77/1187 160/7206 4.4115579355e-21 ko04728 Dopaminergic synapse 84/1187 185/7206 7.98969689377e-21 ko04024 cAMP signaling pathway 108/1187 279/7206 7.88631308456e-20 ko04723 Retrograde endocannabinoid signaling 79/1187 175/7206 1.8761463546e-19 ko04020 Calcium signaling pathway 102/1187 265/7206 1.4440410128e-18 ko04911 Insulin secretion 56/1187 117/7206 1.64190290611e-15 ko04742 Taste transduction 37/1187 61/7206 6.57599657428e-15 ko04921 Oxytocin signaling pathway 80/1187 209/7206 1.36912880433e-14 ko04726 Serotonergic synapse 59/1187 137/7206 1.06667099034e-13 ko04744 Phototransduction 25/1187 36/7206 1.9859126805e-12 ko05031 Amphetamine addiction 43/1187 91/7206 5.71041040114e-12 ko04720 Long-term potentiation 45/1187 99/7206 9.8667378884e-12 ko04261 Adrenergic signaling in cardiomyocytes 73/1187 205/7206 1.91621651178e-11 ko04970 Salivary secretion 43/1187 95/7206 3.40402152065e-11 ko03040 Spliceosome 1/1187 145/7206 1.93166179833e-10 ko04360 Axon guidance 72/1187 233/7206 2.61138244474e-08 ko04925 Aldosterone synthesis and secretion 41/1187 105/7206 2.61926454396e-08 ko04022 cGMP-PKG signaling pathway 67/1187 216/7206 6.86924533027e-08 ko05203 Viral carcinogenesis 16/1187 277/7206 8.2325333198e-08 ko04971 Gastric acid secretion 38/1187 98/7206 1.04588949788e-07 ko05030 Cocaine addiction 30/1187 73/7206 4.49604248295e-07 ko05014 Amyotrophic lateral sclerosis (ALS) 30/1187 74/7206 6.38762755043e-07 ko03013 RNA transport 7/1187 166/7206 1.2738347492e-06 ko04966 Collecting duct acid secretion 15/1187 26/7206 2.07785193892e-06 ko05322 Systemic lupus erythematosus 6/1187 151/7206 2.23593094443e-06 ko05168 Herpes simplex infection 9/1187 182/7206 2.34718294258e-06 ko04060 Cytokine-cytokine receptor interaction 10/1187 191/7206 2.54980149287e-06 ko04924 Renin secretion 32/1187 86/7206 2.75138032176e-06 ko04972 Pancreatic secretion 38/1187 111/7206 3.76852741062e-06 ko05164 Influenza A 8/1187 167/7206 4.31605216646e-06 ko04070 Phosphatidylinositol signaling system 38/1187 112/7206 4.60969783726e-06 ko04010 MAPK signaling pathway 84/1187 321/7206 6.71960733095e-06 ko04621 NOD-like receptor signaling pathway 8/1187 157/7206 1.74884175785e-05 ko04514 Cell adhesion molecules (CAMs) 41/1187 130/7206 2.01885816455e-05 ko04740 Olfactory transduction 29/1187 80/7206 2.23217980761e-05 ko04141 Protein processing in endoplasmic reticulum 11/1187 184/7206 2.87209436119e-05 ko04976 Bile secretion 28/1187 80/7206 4.88742534864e-05 ko05414 Dilated cardiomyopathy 35/1187 112/7206 8.98229974218e-05 ko04540 Gap junction 39/1187 128/7206 8.98889483415e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 27/1187 79/7206 9.8289838143e-05 ko05110 Vibrio cholerae infection 23/1187 63/7206 0.000103466773857 ko04745 Phototransduction - fly 16/1187 38/7206 0.000158205382452 ko04923 Regulation of lipolysis in adipocytes 26/1187 77/7206 0.000162815103345 ko03008 Ribosome biogenesis in eukaryotes 2/1187 79/7206 0.000173642344358 ko04120 Ubiquitin mediated proteolysis 8/1187 138/7206 0.000271057437621 ko05169 Epstein-Barr virus infection 16/1187 206/7206 0.000272667466046 ko04730 Long-term depression 26/1187 78/7206 0.000288582450294 ko04072 Phospholipase D signaling pathway 52/1187 197/7206 0.000402636168214 ko04014 Ras signaling pathway 68/1187 279/7206 0.000518926409408 ko04371 Apelin signaling pathway 47/1187 177/7206 0.000630868844582 ko04915 Estrogen signaling pathway 37/1187 131/7206 0.000746269152288 ko04750 Inflammatory mediator regulation of TRP channels 35/1187 122/7206 0.000749823188479 ko04626 Plant-pathogen interaction 9/1187 18/7206 0.00101947109736 ko04612 Antigen processing and presentation 3/1187 77/7206 0.0010237510628 ko04610 Complement and coagulation cascades 3/1187 79/7206 0.00107834179696 ko04961 Endocrine and other factor-regulated calcium reabsorption 20/1187 59/7206 0.00109079325789 ko04710 Circadian rhythm 16/1187 43/7206 0.00125730666189 ko04964 Proximal tubule bicarbonate reclamation 12/1187 29/7206 0.00126039088403 ko04064 NF-kappa B signaling pathway 5/1187 96/7206 0.00127273292391 ko04260 Cardiac muscle contraction 29/1187 98/7206 0.00135144118174 ko05140 Leishmaniasis 3/1187 75/7206 0.0014891070804 ko05162 Measles 8/1187 120/7206 0.00182778708062 ko04110 Cell cycle 11/1187 145/7206 0.00214334370414 ko05205 Proteoglycans in cancer 27/1187 271/7206 0.00254783866192 ko00330 Arginine and proline metabolism 2/1187 61/7206 0.00266284393554 ko05161 Hepatitis B 15/1187 173/7206 0.00355052913016 ko04146 Peroxisome 5/1187 89/7206 0.00358624892901 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1187 14/7206 0.00380054457485 ko04630 Jak-STAT signaling pathway 10/1187 132/7206 0.00414984650145 ko05144 Malaria 1/1187 45/7206 0.00440285113736 ko00071 Fatty acid degradation 1/1187 45/7206 0.00440285113736 ko03420 Nucleotide excision repair 1/1187 46/7206 0.0044096137044 ko00480 Glutathione metabolism 2/1187 55/7206 0.00564840335692 ko04916 Melanogenesis 36/1187 142/7206 0.00589444267769 ko05410 Hypertrophic cardiomyopathy (HCM) 27/1187 100/7206 0.00644038709647 ko03022 Basal transcription factors 1/1187 44/7206 0.00672506190932 ko00310 Lysine degradation 4/1187 73/7206 0.00680759883223 ko04918 Thyroid hormone synthesis 24/1187 86/7206 0.0076779713769 ko00590 Arachidonic acid metabolism 2/1187 52/7206 0.0082729860004 ko04622 RIG-I-like receptor signaling pathway 3/1187 62/7206 0.0091894414052 ko04922 Glucagon signaling pathway 32/1187 128/7206 0.0114349609712 ko00380 Tryptophan metabolism 2/1187 50/7206 0.0120369619208 ko04657 IL-17 signaling pathway 6/1187 87/7206 0.0127766761587 ko05133 Pertussis 6/1187 87/7206 0.0127766761587 ko04912 GnRH signaling pathway 31/1187 122/7206 0.0130797331757 ko00562 Inositol phosphate metabolism 24/1187 89/7206 0.0134357021177 ko03410 Base excision repair 1/1187 38/7206 0.0147925505425 ko04270 Vascular smooth muscle contraction 37/1187 154/7206 0.0151559902462 ko05145 Toxoplasmosis 11/1187 126/7206 0.0151805749269 ko03018 RNA degradation 6/1187 84/7206 0.017355765472 ko00260 Glycine, serine and threonine metabolism 2/1187 48/7206 0.0176170337864 ko05219 Bladder cancer 2/1187 48/7206 0.0176170337864 ko04217 Necroptosis 18/1187 178/7206 0.0184418408017 ko05321 Inflammatory bowel disease (IBD) 3/1187 56/7206 0.0186383296446 ko04210 Apoptosis 18/1187 180/7206 0.0186953955252 ko05131 Shigellosis 6/1187 82/7206 0.0236652459584 ko04214 Apoptosis - fly 5/1187 72/7206 0.024974596302 ko04932 Non-alcoholic fatty liver disease (NAFLD) 19/1187 182/7206 0.0256105136006 ko04115 p53 signaling pathway 5/1187 74/7206 0.0257638402663 ko04640 Hematopoietic cell lineage 4/1187 64/7206 0.0262869453519 ko00280 Valine, leucine and isoleucine degradation 3/1187 54/7206 0.0263300749137 ko04658 Th1 and Th2 cell differentiation 8/1187 96/7206 0.0267147514546 ko04114 Oocyte meiosis 33/1187 139/7206 0.0273911554931 ko04015 Rap1 signaling pathway 59/1187 278/7206 0.0320870641629 ko05120 Epithelial cell signaling in Helicobacter pylori infection 23/1187 92/7206 0.0331228233616 ko00860 Porphyrin and chlorophyll metabolism 1/1187 34/7206 0.0336874046101 ko03320 PPAR signaling pathway 5/1187 69/7206 0.0341153425022 ko00240 Pyrimidine metabolism 10/1187 110/7206 0.0373016343104 ko05215 Prostate cancer 10/1187 111/7206 0.037839957064 ko04930 Type II diabetes mellitus 15/1187 54/7206 0.0399525873578 ko04620 Toll-like receptor signaling pathway 9/1187 100/7206 0.0414846492979 ko04510 Focal adhesion 28/1187 240/7206 0.0416016040342 ko04062 Chemokine signaling pathway 44/1187 201/7206 0.0423399347575 ko01524 Platinum drug resistance 6/1187 76/7206 0.0426319026154 ko04711 Circadian rhythm - fly 5/1187 13/7206 0.0487848136013 ko05340 Primary immunodeficiency 1/1187 30/7206 0.0490258844333