ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 215/1325 423/7206 2.52346272215e-55 ko04724 Glutamatergic synapse 94/1325 152/7206 4.2003547654e-33 ko05033 Nicotine addiction 50/1325 56/7206 8.02771104954e-31 ko05032 Morphine addiction 71/1325 110/7206 6.81651749614e-27 ko04713 Circadian entrainment 80/1325 136/7206 3.40010260769e-26 ko04727 GABAergic synapse 69/1325 110/7206 4.52096503556e-25 ko04721 Synaptic vesicle cycle 53/1325 80/7206 3.8100685833e-21 ko04728 Dopaminergic synapse 87/1325 185/7206 1.68954876219e-19 ko04725 Cholinergic synapse 78/1325 160/7206 9.32905161989e-19 ko04024 cAMP signaling pathway 112/1325 279/7206 4.67059054981e-18 ko04020 Calcium signaling pathway 107/1325 265/7206 1.49424234724e-17 ko04723 Retrograde endocannabinoid signaling 80/1325 175/7206 4.19151391057e-17 ko04911 Insulin secretion 59/1325 117/7206 2.48410435645e-15 ko04742 Taste transduction 39/1325 61/7206 4.20450146561e-15 ko04726 Serotonergic synapse 64/1325 137/7206 1.78908041794e-14 ko04921 Oxytocin signaling pathway 84/1325 209/7206 1.13912254289e-13 ko04744 Phototransduction 27/1325 36/7206 1.87450166258e-13 ko03040 Spliceosome 1/1325 145/7206 5.69398516468e-12 ko04970 Salivary secretion 46/1325 95/7206 1.9262437485e-11 ko04740 Olfactory transduction 41/1325 80/7206 2.43865382582e-11 ko04720 Long-term potentiation 47/1325 99/7206 2.80317852833e-11 ko05031 Amphetamine addiction 44/1325 91/7206 5.63677420652e-11 ko04261 Adrenergic signaling in cardiomyocytes 76/1325 205/7206 1.69951109615e-10 ko05203 Viral carcinogenesis 17/1325 277/7206 2.85128051747e-09 ko04360 Axon guidance 80/1325 233/7206 4.3096456479e-09 ko04022 cGMP-PKG signaling pathway 74/1325 216/7206 1.75972424637e-08 ko04060 Cytokine-cytokine receptor interaction 9/1325 191/7206 2.30559201792e-08 ko04925 Aldosterone synthesis and secretion 44/1325 105/7206 2.70319212743e-08 ko05168 Herpes simplex infection 8/1325 182/7206 2.89256988123e-08 ko03013 RNA transport 7/1325 166/7206 7.16297416261e-08 ko04540 Gap junction 49/1325 128/7206 9.68607812607e-08 ko04971 Gastric acid secretion 40/1325 98/7206 2.11519053845e-07 ko05030 Cocaine addiction 32/1325 73/7206 4.20086218674e-07 ko05322 Systemic lupus erythematosus 7/1325 151/7206 6.86966200126e-07 ko04924 Renin secretion 34/1325 86/7206 3.77688178539e-06 ko05164 Influenza A 10/1325 167/7206 4.06418058526e-06 ko04966 Collecting duct acid secretion 15/1325 26/7206 8.64013315952e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 30/1325 74/7206 1.16639230136e-05 ko04976 Bile secretion 31/1325 80/7206 1.58856946984e-05 ko04141 Protein processing in endoplasmic reticulum 13/1325 184/7206 1.73094338542e-05 ko04621 NOD-like receptor signaling pathway 10/1325 157/7206 2.34805647335e-05 ko04730 Long-term depression 30/1325 78/7206 2.55842550048e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1325 79/7206 2.80510252894e-05 ko04514 Cell adhesion molecules (CAMs) 44/1325 130/7206 2.81713632913e-05 ko04972 Pancreatic secretion 39/1325 111/7206 3.15605758744e-05 ko05169 Epstein-Barr virus infection 17/1325 206/7206 5.08399958841e-05 ko04064 NF-kappa B signaling pathway 4/1325 96/7206 5.20261124015e-05 ko05140 Leishmaniasis 2/1325 75/7206 6.41513052833e-05 ko04010 MAPK signaling pathway 87/1325 321/7206 8.56691608184e-05 ko04260 Cardiac muscle contraction 34/1325 98/7206 0.000106019263446 ko05162 Measles 7/1325 120/7206 0.000112019407477 ko04146 Peroxisome 4/1325 89/7206 0.000162432238574 ko04745 Phototransduction - fly 17/1325 38/7206 0.000162658180625 ko04610 Complement and coagulation cascades 3/1325 79/7206 0.000194837100942 ko05110 Vibrio cholerae infection 24/1325 63/7206 0.00021869605772 ko04964 Proximal tubule bicarbonate reclamation 14/1325 29/7206 0.000230084068652 ko04072 Phospholipase D signaling pathway 57/1325 197/7206 0.000247997376228 ko04110 Cell cycle 11/1325 145/7206 0.000307957148163 ko04120 Ubiquitin mediated proteolysis 10/1325 138/7206 0.000325135509942 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1325 79/7206 0.000336167854808 ko05414 Dilated cardiomyopathy 36/1325 112/7206 0.000476684979273 ko04070 Phosphatidylinositol signaling system 36/1325 112/7206 0.000476684979273 ko04923 Regulation of lipolysis in adipocytes 27/1325 77/7206 0.000509409092596 ko04371 Apelin signaling pathway 51/1325 177/7206 0.000550646933756 ko04961 Endocrine and other factor-regulated calcium reabsorption 22/1325 59/7206 0.000552545899296 ko05205 Proteoglycans in cancer 29/1325 271/7206 0.000555214844518 ko04750 Inflammatory mediator regulation of TRP channels 38/1325 122/7206 0.000559115723111 ko05161 Hepatitis B 16/1325 173/7206 0.000982518960438 ko00240 Pyrimidine metabolism 8/1325 110/7206 0.0011845566793 ko04612 Antigen processing and presentation 4/1325 77/7206 0.0015663767152 ko04014 Ras signaling pathway 72/1325 279/7206 0.00158826762223 ko05321 Inflammatory bowel disease (IBD) 2/1325 56/7206 0.00158946486429 ko05144 Malaria 1/1325 45/7206 0.00173188783806 ko00071 Fatty acid degradation 1/1325 45/7206 0.00173188783806 ko03420 Nucleotide excision repair 1/1325 46/7206 0.00174380065375 ko00310 Lysine degradation 4/1325 73/7206 0.00214124660594 ko05131 Shigellosis 5/1325 82/7206 0.00228522894162 ko04626 Plant-pathogen interaction 9/1325 18/7206 0.00229736561064 ko00480 Glutathione metabolism 2/1325 55/7206 0.00241151766524 ko03022 Basal transcription factors 1/1325 44/7206 0.00267408763888 ko04622 RIG-I-like receptor signaling pathway 3/1325 62/7206 0.00279827679358 ko04915 Estrogen signaling pathway 38/1325 131/7206 0.00284519819421 ko04214 Apoptosis - fly 4/1325 72/7206 0.0031557876656 ko04657 IL-17 signaling pathway 6/1325 87/7206 0.00322324761032 ko05133 Pertussis 6/1325 87/7206 0.00322324761032 ko05145 Toxoplasmosis 11/1325 126/7206 0.00347799975756 ko00590 Arachidonic acid metabolism 2/1325 52/7206 0.00349324196742 ko04630 Jak-STAT signaling pathway 12/1325 132/7206 0.00428853161379 ko01524 Platinum drug resistance 5/1325 76/7206 0.00450887693148 ko04115 p53 signaling pathway 5/1325 74/7206 0.00630389634462 ko03018 RNA degradation 6/1325 84/7206 0.00642947235833 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1325 14/7206 0.00718058960592 ko04922 Glucagon signaling pathway 36/1325 128/7206 0.00762276448848 ko04658 Th1 and Th2 cell differentiation 8/1325 96/7206 0.00773379692832 ko04932 Non-alcoholic fatty liver disease (NAFLD) 20/1325 182/7206 0.00855524296334 ko04640 Hematopoietic cell lineage 4/1325 64/7206 0.00881958500704 ko00630 Glyoxylate and dicarboxylate metabolism 1/1325 38/7206 0.00971844218982 ko04916 Melanogenesis 38/1325 142/7206 0.0117516376488 ko04620 Toll-like receptor signaling pathway 9/1325 100/7206 0.0129624453593 ko05166 HTLV-I infection 38/1325 292/7206 0.0165316853261 ko04668 TNF signaling pathway 12/1325 120/7206 0.0167932756246 ko05418 Fluid shear stress and atherosclerosis 20/1325 173/7206 0.0169921393957 ko05132 Salmonella infection 9/1325 98/7206 0.0173324702723 ko05410 Hypertrophic cardiomyopathy (HCM) 28/1325 100/7206 0.0184250091613 ko05215 Prostate cancer 11/1325 111/7206 0.0185157405645 ko05222 Small cell lung cancer 8/1325 89/7206 0.0188147789154 ko04142 Lysosome 17/1325 151/7206 0.0195374375607 ko00290 Valine, leucine and isoleucine biosynthesis 3/1325 4/7206 0.021404487148 ko04217 Necroptosis 21/1325 178/7206 0.023674888365 ko00980 Metabolism of xenobiotics by cytochrome P450 2/1325 40/7206 0.0237253386867 ko05219 Bladder cancer 3/1325 48/7206 0.0247142112411 ko00380 Tryptophan metabolism 3/1325 50/7206 0.0256945949544 ko05320 Autoimmune thyroid disease 1/1325 29/7206 0.0311328887303 ko04210 Apoptosis 22/1325 180/7206 0.0316218257313 ko04912 GnRH signaling pathway 32/1325 122/7206 0.0329332793522 ko00280 Valine, leucine and isoleucine degradation 4/1325 54/7206 0.034001116275 ko04918 Thyroid hormone synthesis 24/1325 86/7206 0.0342557459323 ko03410 Base excision repair 2/1325 38/7206 0.0345159690791 ko04270 Vascular smooth muscle contraction 39/1325 154/7206 0.0347018680402 ko03320 PPAR signaling pathway 6/1325 69/7206 0.0408227627144 ko05231 Choline metabolism in cancer 34/1325 134/7206 0.0421422895579 ko04137 Mitophagy - animal 8/1325 82/7206 0.0439921081257 ko00330 Arginine and proline metabolism 5/1325 61/7206 0.044543767997 ko04930 Type II diabetes mellitus 16/1325 54/7206 0.0497857141527 ko00500 Starch and sucrose metabolism 2/1325 35/7206 0.0499765567649