ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 191/1191 423/7206 1.47043114124e-46 ko04724 Glutamatergic synapse 94/1191 152/7206 4.60374676324e-37 ko05032 Morphine addiction 73/1191 110/7206 6.5740191946e-32 ko04713 Circadian entrainment 82/1191 136/7206 2.81445966144e-31 ko05033 Nicotine addiction 48/1191 56/7206 4.86383896864e-30 ko04727 GABAergic synapse 69/1191 110/7206 5.82367750911e-28 ko04728 Dopaminergic synapse 93/1191 185/7206 5.6041697552e-27 ko04725 Cholinergic synapse 81/1191 160/7206 7.27128458917e-24 ko04723 Retrograde endocannabinoid signaling 81/1191 175/7206 1.13499766862e-20 ko04721 Synaptic vesicle cycle 50/1191 80/7206 1.83264429099e-20 ko04024 cAMP signaling pathway 109/1191 279/7206 3.11370777931e-20 ko04911 Insulin secretion 60/1191 117/7206 2.60039266171e-18 ko04726 Serotonergic synapse 66/1191 137/7206 3.5542918955e-18 ko04921 Oxytocin signaling pathway 84/1191 209/7206 1.2808544121e-16 ko04020 Calcium signaling pathway 98/1191 265/7206 2.2569791998e-16 ko04742 Taste transduction 37/1191 61/7206 7.347789083e-15 ko05031 Amphetamine addiction 47/1191 91/7206 9.13554501577e-15 ko04720 Long-term potentiation 49/1191 99/7206 2.15836023758e-14 ko04261 Adrenergic signaling in cardiomyocytes 78/1191 205/7206 5.03436863082e-14 ko04744 Phototransduction 26/1191 36/7206 1.74452988233e-13 ko04925 Aldosterone synthesis and secretion 46/1191 105/7206 3.18466374476e-11 ko04970 Salivary secretion 43/1191 95/7206 3.81409833094e-11 ko03040 Spliceosome 1/1191 145/7206 1.96545432153e-10 ko04971 Gastric acid secretion 42/1191 98/7206 5.35144023696e-10 ko05030 Cocaine addiction 33/1191 73/7206 7.61073990641e-09 ko04740 Olfactory transduction 35/1191 80/7206 7.73247575443e-09 ko04070 Phosphatidylinositol signaling system 43/1191 112/7206 2.03272300385e-08 ko04010 MAPK signaling pathway 91/1191 321/7206 5.23634828745e-08 ko04022 cGMP-PKG signaling pathway 66/1191 216/7206 2.00510846545e-07 ko04360 Axon guidance 69/1191 233/7206 3.73766281024e-07 ko05322 Systemic lupus erythematosus 5/1191 151/7206 6.03040468838e-07 ko04060 Cytokine-cytokine receptor interaction 9/1191 191/7206 8.42400378111e-07 ko03013 RNA transport 7/1191 166/7206 1.27095427815e-06 ko04745 Phototransduction - fly 19/1191 38/7206 1.8124707203e-06 ko04072 Phospholipase D signaling pathway 59/1191 197/7206 2.11142157348e-06 ko05168 Herpes simplex infection 9/1191 182/7206 2.33977118461e-06 ko04730 Long-term depression 30/1191 78/7206 3.26146538195e-06 ko04972 Pancreatic secretion 38/1191 111/7206 4.023253738e-06 ko04540 Gap junction 42/1191 128/7206 5.395745878e-06 ko04961 Endocrine and other factor-regulated calcium reabsorption 24/1191 59/7206 8.319775941e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 28/1191 74/7206 9.42139072256e-06 ko04014 Ras signaling pathway 74/1191 279/7206 1.62504098851e-05 ko04141 Protein processing in endoplasmic reticulum 11/1191 184/7206 1.99658199274e-05 ko04110 Cell cycle 7/1191 145/7206 2.25361151922e-05 ko05203 Viral carcinogenesis 22/1191 277/7206 3.21670362836e-05 ko04915 Estrogen signaling pathway 40/1191 131/7206 6.66530019576e-05 ko04621 NOD-like receptor signaling pathway 9/1191 157/7206 7.31917267613e-05 ko04924 Renin secretion 29/1191 86/7206 9.54365983841e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 27/1191 79/7206 0.00010317036725 ko05110 Vibrio cholerae infection 23/1191 63/7206 0.000108044302698 ko04750 Inflammatory mediator regulation of TRP channels 37/1191 122/7206 0.000117392869315 ko04612 Antigen processing and presentation 2/1191 77/7206 0.00016859722363 ko04610 Complement and coagulation cascades 2/1191 79/7206 0.00017522279534 ko03008 Ribosome biogenesis in eukaryotes 2/1191 79/7206 0.00017522279534 ko04976 Bile secretion 27/1191 80/7206 0.000188970008312 ko05164 Influenza A 11/1191 167/7206 0.000191409190189 ko05414 Dilated cardiomyopathy 34/1191 112/7206 0.000260428002534 ko04371 Apelin signaling pathway 48/1191 177/7206 0.000299894007282 ko04912 GnRH signaling pathway 36/1191 122/7206 0.000301922023594 ko04966 Collecting duct acid secretion 12/1191 26/7206 0.000392019691027 ko04260 Cardiac muscle contraction 30/1191 98/7206 0.000497465565663 ko04514 Cell adhesion molecules (CAMs) 37/1191 130/7206 0.0005039186174 ko05162 Measles 7/1191 120/7206 0.00070227611044 ko04146 Peroxisome 4/1191 89/7206 0.000816881935363 ko04626 Plant-pathogen interaction 9/1191 18/7206 0.00104547814143 ko04064 NF-kappa B signaling pathway 5/1191 96/7206 0.00127272632042 ko04120 Ubiquitin mediated proteolysis 10/1191 138/7206 0.00168364700656 ko00590 Arachidonic acid metabolism 1/1191 52/7206 0.00204310451239 ko05231 Choline metabolism in cancer 36/1191 134/7206 0.00211228822512 ko00240 Pyrimidine metabolism 7/1191 110/7206 0.00260776378327 ko04923 Regulation of lipolysis in adipocytes 23/1191 77/7206 0.00304989898329 ko04922 Glucagon signaling pathway 34/1191 128/7206 0.0036683958014 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1191 14/7206 0.00387620572481 ko00071 Fatty acid degradation 1/1191 45/7206 0.00438110001141 ko03420 Nucleotide excision repair 1/1191 46/7206 0.00441309540192 ko05205 Proteoglycans in cancer 28/1191 271/7206 0.00443569608773 ko04015 Rap1 signaling pathway 64/1191 278/7206 0.00493273205827 ko05016 Huntington's disease 21/1191 215/7206 0.00508478695905 ko00480 Glutathione metabolism 2/1191 55/7206 0.00563786874931 ko05169 Epstein-Barr virus infection 20/1191 206/7206 0.00570066408063 ko04270 Vascular smooth muscle contraction 39/1191 154/7206 0.00574039649647 ko05321 Inflammatory bowel disease (IBD) 2/1191 56/7206 0.00576491134678 ko00562 Inositol phosphate metabolism 25/1191 89/7206 0.00578476538085 ko04932 Non-alcoholic fatty liver disease (NAFLD) 17/1191 182/7206 0.00623669167495 ko04640 Hematopoietic cell lineage 3/1191 64/7206 0.00639628395652 ko04062 Chemokine signaling pathway 48/1191 201/7206 0.00673044850224 ko03022 Basal transcription factors 1/1191 44/7206 0.00674872781112 ko05140 Leishmaniasis 4/1191 75/7206 0.00701471597172 ko05034 Alcoholism 55/1191 238/7206 0.00755992325641 ko04918 Thyroid hormone synthesis 24/1191 86/7206 0.00780132487324 ko04114 Oocyte meiosis 35/1191 139/7206 0.00780652006605 ko04630 Jak-STAT signaling pathway 11/1191 132/7206 0.00885265184985 ko00330 Arginine and proline metabolism 3/1191 61/7206 0.00917788701093 ko04622 RIG-I-like receptor signaling pathway 3/1191 62/7206 0.00918798790966 ko05214 Glioma 22/1191 79/7206 0.00942287036384 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1191 40/7206 0.00987080584927 ko00140 Steroid hormone biosynthesis 1/1191 41/7206 0.00994689295069 ko04710 Circadian rhythm 14/1191 43/7206 0.0112075554044 ko04916 Melanogenesis 35/1191 142/7206 0.0117174124513 ko04711 Circadian rhythm - fly 6/1191 13/7206 0.0120823758693 ko04657 IL-17 signaling pathway 6/1191 87/7206 0.0127931252382 ko03320 PPAR signaling pathway 4/1191 69/7206 0.0135091904169 ko05410 Hypertrophic cardiomyopathy (HCM) 26/1191 100/7206 0.0142060627429 ko04930 Type II diabetes mellitus 16/1191 54/7206 0.0153226779432 ko03018 RNA degradation 6/1191 84/7206 0.0173510325483 ko04722 Neurotrophin signaling pathway 38/1191 160/7206 0.0173942026513 ko04960 Aldosterone-regulated sodium reabsorption 13/1191 41/7206 0.0175262136513 ko00260 Glycine, serine and threonine metabolism 2/1191 48/7206 0.0176441110873 ko04115 p53 signaling pathway 5/1191 74/7206 0.0182052401231 ko00512 Mucin type O-glycan biosynthesis 10/1191 29/7206 0.0196068935657 ko04964 Proximal tubule bicarbonate reclamation 10/1191 29/7206 0.0196068935657 ko05166 HTLV-I infection 34/1191 292/7206 0.0197066449104 ko04975 Fat digestion and absorption 1/1191 35/7206 0.0220742340202 ko00982 Drug metabolism - cytochrome P450 1/1191 37/7206 0.0232120448798 ko00230 Purine metabolism 44/1191 194/7206 0.0238562182123 ko04214 Apoptosis - fly 5/1191 72/7206 0.0249397492527 ko00310 Lysine degradation 5/1191 73/7206 0.0252321217788 ko00533 Glycosaminoglycan biosynthesis - keratan sulfate 6/1191 15/7206 0.0262334172803 ko00280 Valine, leucine and isoleucine degradation 3/1191 54/7206 0.0263084816897 ko04658 Th1 and Th2 cell differentiation 8/1191 96/7206 0.0266430727142 ko05418 Fluid shear stress and atherosclerosis 18/1191 173/7206 0.0290229278287 ko05161 Hepatitis B 18/1191 173/7206 0.0290229278287 ko05145 Toxoplasmosis 12/1191 126/7206 0.0295341770802 ko05222 Small cell lung cancer 7/1191 89/7206 0.0298271370591 ko04217 Necroptosis 19/1191 178/7206 0.03177816636 ko04350 TGF-beta signaling pathway 9/1191 103/7206 0.0318087439993 ko04210 Apoptosis 19/1191 180/7206 0.0321418710935 ko01524 Platinum drug resistance 6/1191 76/7206 0.0426293810722 ko05217 Basal cell carcinoma 5/1191 68/7206 0.0470209771384 ko05340 Primary immunodeficiency 1/1191 30/7206 0.0489249450167 ko04012 ErbB signaling pathway 26/1191 109/7206 0.0499563296139