ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 209/1199 423/7206 5.51545516795e-59 ko04724 Glutamatergic synapse 98/1199 152/7206 1.12413082812e-40 ko04713 Circadian entrainment 83/1199 136/7206 5.62500205583e-32 ko05032 Morphine addiction 73/1199 110/7206 1.03672845575e-31 ko05033 Nicotine addiction 49/1199 56/7206 2.0828804992e-31 ko04727 GABAergic synapse 71/1199 110/7206 1.0398514927e-29 ko04728 Dopaminergic synapse 92/1199 185/7206 5.09481048614e-26 ko04725 Cholinergic synapse 83/1199 160/7206 3.65358519545e-25 ko04723 Retrograde endocannabinoid signaling 82/1199 175/7206 3.7852337514e-21 ko04911 Insulin secretion 62/1199 117/7206 1.10947845631e-19 ko04721 Synaptic vesicle cycle 49/1199 80/7206 2.09410226962e-19 ko04024 cAMP signaling pathway 107/1199 279/7206 6.20089603234e-19 ko04020 Calcium signaling pathway 103/1199 265/7206 8.98257760346e-19 ko04726 Serotonergic synapse 66/1199 137/7206 5.10139378374e-18 ko04921 Oxytocin signaling pathway 82/1199 209/7206 2.70899852689e-15 ko05031 Amphetamine addiction 46/1199 91/7206 6.48667244388e-14 ko04742 Taste transduction 36/1199 61/7206 7.04400095533e-14 ko04744 Phototransduction 26/1199 36/7206 2.05380579216e-13 ko04970 Salivary secretion 46/1199 95/7206 4.90240769297e-13 ko04720 Long-term potentiation 47/1199 99/7206 6.84597253852e-13 ko04261 Adrenergic signaling in cardiomyocytes 75/1199 205/7206 2.67040752897e-12 ko04925 Aldosterone synthesis and secretion 46/1199 105/7206 4.0386876406e-11 ko03040 Spliceosome 1/1199 145/7206 1.18531342373e-10 ko04740 Olfactory transduction 37/1199 80/7206 5.08629229393e-10 ko04971 Gastric acid secretion 42/1199 98/7206 6.62797964615e-10 ko05030 Cocaine addiction 34/1199 73/7206 2.04782403679e-09 ko04010 MAPK signaling pathway 91/1199 321/7206 8.55791075084e-08 ko04022 cGMP-PKG signaling pathway 67/1199 216/7206 1.22893565421e-07 ko04972 Pancreatic secretion 41/1199 111/7206 2.06574127491e-07 ko04360 Axon guidance 70/1199 233/7206 2.32256364187e-07 ko05322 Systemic lupus erythematosus 5/1199 151/7206 3.8036787241e-07 ko05168 Herpes simplex infection 8/1199 182/7206 4.91241540896e-07 ko05203 Viral carcinogenesis 18/1199 277/7206 5.81531510128e-07 ko05014 Amyotrophic lateral sclerosis (ALS) 30/1199 74/7206 7.97413215429e-07 ko03013 RNA transport 7/1199 166/7206 1.29933506917e-06 ko04730 Long-term depression 31/1199 78/7206 1.50786296357e-06 ko04141 Protein processing in endoplasmic reticulum 10/1199 184/7206 4.97152548823e-06 ko04540 Gap junction 42/1199 128/7206 5.94270251243e-06 ko04060 Cytokine-cytokine receptor interaction 11/1199 191/7206 7.29573103807e-06 ko04961 Endocrine and other factor-regulated calcium reabsorption 24/1199 59/7206 9.36575995021e-06 ko04070 Phosphatidylinositol signaling system 37/1199 112/7206 1.68263815908e-05 ko04750 Inflammatory mediator regulation of TRP channels 39/1199 122/7206 2.33134106056e-05 ko04745 Phototransduction - fly 17/1199 38/7206 4.43024755157e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1199 79/7206 4.61972535202e-05 ko05164 Influenza A 10/1199 167/7206 5.23846617291e-05 ko04976 Bile secretion 28/1199 80/7206 5.59255512687e-05 ko04072 Phospholipase D signaling pathway 55/1199 197/7206 5.80125166795e-05 ko04514 Cell adhesion molecules (CAMs) 40/1199 130/7206 6.52685107274e-05 ko04014 Ras signaling pathway 72/1199 279/7206 7.40181077977e-05 ko04371 Apelin signaling pathway 50/1199 177/7206 8.68824553393e-05 ko04924 Renin secretion 29/1199 86/7206 0.00010200930031 ko05414 Dilated cardiomyopathy 35/1199 112/7206 0.000103699292923 ko03008 Ribosome biogenesis in eukaryotes 2/1199 79/7206 0.000112065507923 ko04612 Antigen processing and presentation 2/1199 77/7206 0.00016629562457 ko04621 NOD-like receptor signaling pathway 10/1199 157/7206 0.000193185722473 ko04110 Cell cycle 9/1199 145/7206 0.000265348919764 ko04915 Estrogen signaling pathway 38/1199 131/7206 0.000333114376908 ko04260 Cardiac muscle contraction 30/1199 98/7206 0.000530583547614 ko04918 Thyroid hormone synthesis 27/1199 86/7206 0.000652802945639 ko04610 Complement and coagulation cascades 3/1199 79/7206 0.000696071179936 ko04120 Ubiquitin mediated proteolysis 9/1199 138/7206 0.000706948737185 ko04912 GnRH signaling pathway 35/1199 122/7206 0.000802884756021 ko04146 Peroxisome 4/1199 89/7206 0.000818054312136 ko05110 Vibrio cholerae infection 21/1199 63/7206 0.00100869524836 ko05169 Epstein-Barr virus infection 18/1199 206/7206 0.00119540306931 ko00590 Arachidonic acid metabolism 1/1199 52/7206 0.0012750249518 ko04923 Regulation of lipolysis in adipocytes 24/1199 77/7206 0.0016992255052 ko04966 Collecting duct acid secretion 11/1199 26/7206 0.0017570816603 ko04015 Rap1 signaling pathway 66/1199 278/7206 0.00176331541158 ko05162 Measles 8/1199 120/7206 0.00181350038058 ko00240 Pyrimidine metabolism 7/1199 110/7206 0.00183852749938 ko05205 Proteoglycans in cancer 27/1199 271/7206 0.00200595785844 ko00310 Lysine degradation 3/1199 73/7206 0.00222044812185 ko05144 Malaria 1/1199 45/7206 0.00434857450098 ko00071 Fatty acid degradation 1/1199 45/7206 0.00434857450098 ko03420 Nucleotide excision repair 1/1199 46/7206 0.0044317761631 ko03018 RNA degradation 5/1199 84/7206 0.00491385919819 ko04062 Chemokine signaling pathway 49/1199 201/7206 0.00508417229653 ko04960 Aldosterone-regulated sodium reabsorption 14/1199 41/7206 0.00535415639338 ko00480 Glutathione metabolism 2/1199 55/7206 0.00563380371801 ko05321 Inflammatory bowel disease (IBD) 2/1199 56/7206 0.00582624760917 ko04932 Non-alcoholic fatty liver disease (NAFLD) 17/1199 182/7206 0.00623184177938 ko03022 Basal transcription factors 1/1199 44/7206 0.00681195647888 ko04115 p53 signaling pathway 4/1199 74/7206 0.00686212310177 ko04217 Necroptosis 17/1199 178/7206 0.00795436580351 ko04916 Melanogenesis 36/1199 142/7206 0.00836287299571 ko04630 Jak-STAT signaling pathway 11/1199 132/7206 0.00893097953273 ko04622 RIG-I-like receptor signaling pathway 3/1199 62/7206 0.00921356080166 ko05410 Hypertrophic cardiomyopathy (HCM) 27/1199 100/7206 0.00942256713607 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1199 40/7206 0.00980977484374 ko00140 Steroid hormone biosynthesis 1/1199 41/7206 0.00998265590567 ko04973 Carbohydrate digestion and absorption 14/1199 42/7206 0.0105278271828 ko04064 NF-kappa B signaling pathway 7/1199 96/7206 0.0121908782093 ko04711 Circadian rhythm - fly 6/1199 13/7206 0.0124837873134 ko05161 Hepatitis B 17/1199 173/7206 0.0129198862562 ko05034 Alcoholism 54/1199 238/7206 0.0131187191973 ko00562 Inositol phosphate metabolism 24/1199 89/7206 0.0139174738492 ko00630 Glyoxylate and dicarboxylate metabolism 1/1199 38/7206 0.0147556031034 ko00982 Drug metabolism - cytochrome P450 1/1199 37/7206 0.0147647289585 ko05016 Huntington's disease 23/1199 215/7206 0.0155403543949 ko04930 Type II diabetes mellitus 16/1199 54/7206 0.0158485291294 ko04922 Glucagon signaling pathway 32/1199 128/7206 0.0158864200203 ko04270 Vascular smooth muscle contraction 37/1199 154/7206 0.0159654101249 ko00260 Glycine, serine and threonine metabolism 2/1199 48/7206 0.0177341388047 ko05140 Leishmaniasis 5/1199 75/7206 0.0182837166431 ko04213 Longevity regulating pathway - multiple species 23/1199 86/7206 0.0185457279738 ko00604 Glycosphingolipid biosynthesis - ganglio series 6/1199 14/7206 0.0188233051104 ko04964 Proximal tubule bicarbonate reclamation 10/1199 29/7206 0.0200756085773 ko04710 Circadian rhythm 13/1199 43/7206 0.0229807291726 ko05418 Fluid shear stress and atherosclerosis 18/1199 173/7206 0.0230546139414 ko04214 Apoptosis - fly 5/1199 72/7206 0.0249393390441 ko04330 Notch signaling pathway 4/1199 62/7206 0.0259056038113 ko00280 Valine, leucine and isoleucine degradation 3/1199 54/7206 0.0263188534217 ko04142 Lysosome 15/1199 151/7206 0.0265140445957 ko04640 Hematopoietic cell lineage 4/1199 64/7206 0.0265614819702 ko04658 Th1 and Th2 cell differentiation 8/1199 96/7206 0.0265970018236 ko04114 Oocyte meiosis 33/1199 139/7206 0.0284400602734 ko04657 IL-17 signaling pathway 7/1199 87/7206 0.0291051934171 ko05133 Pertussis 7/1199 87/7206 0.0291051934171 ko05145 Toxoplasmosis 12/1199 126/7206 0.0294204322846 ko03320 PPAR signaling pathway 5/1199 69/7206 0.0339496518474 ko05231 Choline metabolism in cancer 32/1199 134/7206 0.0340832925214 ko00330 Arginine and proline metabolism 4/1199 61/7206 0.0363825216092 ko00983 Drug metabolism - other enzymes 2/1199 42/7206 0.0364103488325 ko00230 Purine metabolism 43/1199 194/7206 0.040088865162 ko04620 Toll-like receptor signaling pathway 9/1199 100/7206 0.0415199095356 ko04071 Sphingolipid signaling pathway 37/1199 162/7206 0.0417929044241 ko04210 Apoptosis 20/1199 180/7206 0.042685506577 ko05166 HTLV-I infection 36/1199 292/7206 0.0447202927538 ko00512 Mucin type O-glycan biosynthesis 9/1199 29/7206 0.0456451036342 ko05202 Transcriptional misregulation in cancer 21/1199 188/7206 0.0464896782246 ko05214 Glioma 20/1199 79/7206 0.0469985112843