ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 204/1216 423/7206 3.6832116505e-54 ko05033 Nicotine addiction 49/1216 56/7206 4.13027280037e-31 ko04724 Glutamatergic synapse 88/1216 152/7206 6.5798315032e-31 ko05032 Morphine addiction 68/1216 110/7206 1.84206656926e-26 ko04727 GABAergic synapse 67/1216 110/7206 1.51595939363e-25 ko04713 Circadian entrainment 75/1216 136/7206 1.24156639515e-24 ko04721 Synaptic vesicle cycle 53/1216 80/7206 5.94065646405e-23 ko04728 Dopaminergic synapse 85/1216 185/7206 9.14101555942e-21 ko04725 Cholinergic synapse 75/1216 160/7206 4.51288592462e-19 ko04723 Retrograde endocannabinoid signaling 78/1216 175/7206 3.61976864611e-18 ko04024 cAMP signaling pathway 106/1216 279/7206 5.99358054731e-18 ko04911 Insulin secretion 58/1216 117/7206 2.04173903643e-16 ko04742 Taste transduction 38/1216 61/7206 1.79976478231e-15 ko04020 Calcium signaling pathway 96/1216 265/7206 8.97344054765e-15 ko04726 Serotonergic synapse 61/1216 137/7206 1.95362973521e-14 ko04740 Olfactory transduction 42/1216 80/7206 2.47554943936e-13 ko04921 Oxytocin signaling pathway 78/1216 209/7206 6.36788163784e-13 ko04720 Long-term potentiation 45/1216 99/7206 2.3159239517e-11 ko05031 Amphetamine addiction 42/1216 91/7206 5.89751420869e-11 ko04261 Adrenergic signaling in cardiomyocytes 73/1216 205/7206 6.46872823958e-11 ko04360 Axon guidance 79/1216 233/7206 1.1244870665e-10 ko03040 Spliceosome 1/1216 145/7206 1.23203561012e-10 ko04744 Phototransduction 23/1216 36/7206 3.44522385843e-10 ko04970 Salivary secretion 41/1216 95/7206 1.27136441322e-09 ko05203 Viral carcinogenesis 15/1216 277/7206 9.67364993695e-09 ko05168 Herpes simplex infection 6/1216 182/7206 1.58688661225e-08 ko03013 RNA transport 5/1216 166/7206 2.38971112378e-08 ko04925 Aldosterone synthesis and secretion 41/1216 105/7206 4.55430587363e-08 ko05030 Cocaine addiction 32/1216 73/7206 5.34575217189e-08 ko04971 Gastric acid secretion 39/1216 98/7206 6.11565822267e-08 ko04120 Ubiquitin mediated proteolysis 4/1216 138/7206 4.08904489979e-07 ko04022 cGMP-PKG signaling pathway 65/1216 216/7206 1.12551563118e-06 ko04060 Cytokine-cytokine receptor interaction 10/1216 191/7206 1.77401358591e-06 ko04260 Cardiac muscle contraction 36/1216 98/7206 1.85487295573e-06 ko04976 Bile secretion 31/1216 80/7206 2.63416686251e-06 ko05164 Influenza A 8/1216 167/7206 2.89918352999e-06 ko04961 Endocrine and other factor-regulated calcium reabsorption 25/1216 59/7206 3.28230254018e-06 ko04141 Protein processing in endoplasmic reticulum 10/1216 184/7206 3.43516735467e-06 ko04010 MAPK signaling pathway 86/1216 321/7206 5.70312273938e-06 ko04540 Gap junction 42/1216 128/7206 7.65183704508e-06 ko04621 NOD-like receptor signaling pathway 8/1216 157/7206 1.19650679684e-05 ko04610 Complement and coagulation cascades 1/1216 79/7206 1.26054799315e-05 ko03008 Ribosome biogenesis in eukaryotes 1/1216 79/7206 1.26054799315e-05 ko05014 Amyotrophic lateral sclerosis (ALS) 28/1216 74/7206 1.30364526232e-05 ko04924 Renin secretion 31/1216 86/7206 1.52382473845e-05 ko04972 Pancreatic secretion 37/1216 111/7206 1.80203119155e-05 ko04966 Collecting duct acid secretion 14/1216 26/7206 1.8166839724e-05 ko05110 Vibrio cholerae infection 25/1216 63/7206 2.16030400381e-05 ko05322 Systemic lupus erythematosus 8/1216 151/7206 2.37560612478e-05 ko04514 Cell adhesion molecules (CAMs) 41/1216 130/7206 4.24856361327e-05 ko04730 Long-term depression 28/1216 78/7206 4.57780888241e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1216 79/7206 5.57009941005e-05 ko05169 Epstein-Barr virus infection 15/1216 206/7206 6.40078609553e-05 ko04964 Proximal tubule bicarbonate reclamation 14/1216 29/7206 8.82295573602e-05 ko05162 Measles 6/1216 120/7206 0.000115666045365 ko04110 Cell cycle 9/1216 145/7206 0.000186840194138 ko04745 Phototransduction - fly 16/1216 38/7206 0.000211752089158 ko05140 Leishmaniasis 2/1216 75/7206 0.000254178372312 ko04064 NF-kappa B signaling pathway 4/1216 96/7206 0.000275782839769 ko05205 Proteoglycans in cancer 25/1216 271/7206 0.000350458058599 ko00240 Pyrimidine metabolism 6/1216 110/7206 0.000466145317792 ko04146 Peroxisome 4/1216 89/7206 0.000556344999367 ko00604 Glycosphingolipid biosynthesis - ganglio series 8/1216 14/7206 0.000738973129931 ko05414 Dilated cardiomyopathy 33/1216 112/7206 0.000822200172269 ko00480 Glutathione metabolism 1/1216 55/7206 0.000838948047003 ko04750 Inflammatory mediator regulation of TRP channels 35/1216 122/7206 0.000920589716754 ko05161 Hepatitis B 14/1216 173/7206 0.000957922689969 ko04612 Antigen processing and presentation 3/1216 77/7206 0.00104243069869 ko04014 Ras signaling pathway 68/1216 279/7206 0.00106653086763 ko03018 RNA degradation 4/1216 84/7206 0.00114695946657 ko04640 Hematopoietic cell lineage 2/1216 64/7206 0.00118161258932 ko00590 Arachidonic acid metabolism 1/1216 52/7206 0.00125241998548 ko04072 Phospholipase D signaling pathway 51/1216 197/7206 0.00134206624134 ko04070 Phosphatidylinositol signaling system 32/1216 112/7206 0.00200437717726 ko04915 Estrogen signaling pathway 36/1216 131/7206 0.00203327851404 ko04371 Apelin signaling pathway 46/1216 177/7206 0.0021272488173 ko04214 Apoptosis - fly 3/1216 72/7206 0.00219130445727 ko00260 Glycine, serine and threonine metabolism 1/1216 48/7206 0.00293023130054 ko04217 Necroptosis 16/1216 178/7206 0.00315929224403 ko04657 IL-17 signaling pathway 5/1216 87/7206 0.00352118892458 ko05321 Inflammatory bowel disease (IBD) 2/1216 56/7206 0.00377685923338 ko03022 Basal transcription factors 1/1216 44/7206 0.00431102329269 ko00071 Fatty acid degradation 1/1216 45/7206 0.00432810474661 ko04668 TNF signaling pathway 9/1216 120/7206 0.00433693374721 ko03420 Nucleotide excision repair 1/1216 46/7206 0.00452382656709 ko01524 Platinum drug resistance 4/1216 76/7206 0.00488547055664 ko05145 Toxoplasmosis 10/1216 126/7206 0.00541308588405 ko00983 Drug metabolism - other enzymes 1/1216 42/7206 0.00646557168367 ko04620 Toll-like receptor signaling pathway 7/1216 100/7206 0.00657659908947 ko01200 Carbon metabolism 11/1216 128/7206 0.00869955590423 ko04932 Non-alcoholic fatty liver disease (NAFLD) 18/1216 182/7206 0.00897326429838 ko04916 Melanogenesis 36/1216 142/7206 0.00899472566392 ko00330 Arginine and proline metabolism 3/1216 61/7206 0.00909164961775 ko05133 Pertussis 6/1216 87/7206 0.00916223118418 ko04622 RIG-I-like receptor signaling pathway 3/1216 62/7206 0.00939459994149 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1216 40/7206 0.00976218438912 ko05410 Hypertrophic cardiomyopathy (HCM) 27/1216 100/7206 0.0100500413292 ko05418 Fluid shear stress and atherosclerosis 17/1216 173/7206 0.0100607672135 ko00140 Steroid hormone biosynthesis 1/1216 41/7206 0.0101464450064 ko05215 Prostate cancer 9/1216 111/7206 0.0103073879995 ko00982 Drug metabolism - cytochrome P450 1/1216 37/7206 0.0145613989391 ko03410 Base excision repair 1/1216 38/7206 0.0148283312754 ko05131 Shigellosis 6/1216 82/7206 0.0171037157473 ko00270 Cysteine and methionine metabolism 2/1216 47/7206 0.0174099810195 ko04115 p53 signaling pathway 5/1216 74/7206 0.0181437357698 ko04918 Thyroid hormone synthesis 23/1216 86/7206 0.0196264054838 ko04923 Regulation of lipolysis in adipocytes 21/1216 77/7206 0.0206796904799 ko04270 Vascular smooth muscle contraction 37/1216 154/7206 0.0218301460298 ko00640 Propanoate metabolism 1/1216 34/7206 0.0218936591528 ko04218 Cellular senescence 19/1216 177/7206 0.0252794262763 ko05144 Malaria 2/1216 45/7206 0.0256404917798 ko00600 Sphingolipid metabolism 4/1216 63/7206 0.0262725118911 ko00280 Valine, leucine and isoleucine degradation 3/1216 54/7206 0.0265776702979 ko04912 GnRH signaling pathway 30/1216 122/7206 0.0275875108021 ko00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 9/1216 26/7206 0.0300625630786 ko04978 Mineral absorption 12/1216 40/7206 0.0337157003713 ko04630 Jak-STAT signaling pathway 13/1216 132/7206 0.0337792350101 ko03320 PPAR signaling pathway 5/1216 69/7206 0.0341344255294 ko04210 Apoptosis 20/1216 180/7206 0.0344085133711 ko04962 Vasopressin-regulated water reabsorption 16/1216 58/7206 0.0346435360242 ko00380 Tryptophan metabolism 3/1216 50/7206 0.0366584524492 ko05212 Pancreatic cancer 7/1216 83/7206 0.0384451341023 ko04974 Protein digestion and absorption 24/1216 96/7206 0.0390051216342 ko04015 Rap1 signaling pathway 60/1216 278/7206 0.0407147416712 ko05132 Salmonella infection 9/1216 98/7206 0.0410671320792 ko05034 Alcoholism 52/1216 238/7206 0.0426284043621 ko04930 Type II diabetes mellitus 15/1216 54/7206 0.0428092357505 ko04140 Autophagy - animal 18/1216 164/7206 0.0444537528966 ko05222 Small cell lung cancer 8/1216 89/7206 0.0457844665709