ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 200/1191 423/7206 7.41148638139e-53 ko04724 Glutamatergic synapse 95/1191 152/7206 5.15663895169e-38 ko05033 Nicotine addiction 49/1191 56/7206 1.50386696742e-31 ko04713 Circadian entrainment 80/1191 136/7206 1.76414851937e-29 ko05032 Morphine addiction 70/1191 110/7206 6.37472327289e-29 ko04727 GABAergic synapse 68/1191 110/7206 5.11483794805e-27 ko04728 Dopaminergic synapse 89/1191 185/7206 4.21609029864e-24 ko04725 Cholinergic synapse 80/1191 160/7206 3.95607662451e-23 ko04721 Synaptic vesicle cycle 52/1191 80/7206 2.15418724409e-22 ko04723 Retrograde endocannabinoid signaling 80/1191 175/7206 5.19130669277e-20 ko04024 cAMP signaling pathway 106/1191 279/7206 1.20587899311e-18 ko04020 Calcium signaling pathway 102/1191 265/7206 2.73921933333e-18 ko04726 Serotonergic synapse 64/1191 137/7206 8.20088645945e-17 ko04911 Insulin secretion 57/1191 117/7206 3.87004685974e-16 ko05031 Amphetamine addiction 48/1191 91/7206 1.5896923811e-15 ko04921 Oxytocin signaling pathway 82/1191 209/7206 2.28255513525e-15 ko04720 Long-term potentiation 50/1191 99/7206 4.09336305347e-15 ko04744 Phototransduction 27/1191 36/7206 1.24072741389e-14 ko04742 Taste transduction 36/1191 61/7206 5.695614695e-14 ko04970 Salivary secretion 44/1191 95/7206 8.57360470476e-12 ko04261 Adrenergic signaling in cardiomyocytes 73/1191 205/7206 2.05088814093e-11 ko03040 Spliceosome 1/1191 145/7206 1.96545432153e-10 ko04925 Aldosterone synthesis and secretion 44/1191 105/7206 4.98594278061e-10 ko04740 Olfactory transduction 36/1191 80/7206 1.84318934723e-09 ko04971 Gastric acid secretion 41/1191 98/7206 2.07214199819e-09 ko05030 Cocaine addiction 32/1191 73/7206 3.2099915383e-08 ko04070 Phosphatidylinositol signaling system 42/1191 112/7206 9.36361956663e-08 ko04360 Axon guidance 70/1191 233/7206 2.05354363309e-07 ko04022 cGMP-PKG signaling pathway 65/1191 216/7206 5.4161783385e-07 ko05014 Amyotrophic lateral sclerosis (ALS) 30/1191 74/7206 6.88036289993e-07 ko04060 Cytokine-cytokine receptor interaction 9/1191 191/7206 8.42400378111e-07 ko04621 NOD-like receptor signaling pathway 6/1191 157/7206 1.066506535e-06 ko03013 RNA transport 7/1191 166/7206 1.27095427815e-06 ko05203 Viral carcinogenesis 19/1191 277/7206 1.99643443544e-06 ko04966 Collecting duct acid secretion 15/1191 26/7206 2.17141815698e-06 ko05322 Systemic lupus erythematosus 6/1191 151/7206 2.21481383844e-06 ko05168 Herpes simplex infection 9/1191 182/7206 2.33977118461e-06 ko04730 Long-term depression 30/1191 78/7206 3.26146538195e-06 ko04072 Phospholipase D signaling pathway 58/1191 197/7206 5.5959364445e-06 ko04141 Protein processing in endoplasmic reticulum 10/1191 184/7206 7.16404949102e-06 ko04745 Phototransduction - fly 18/1191 38/7206 9.01425848084e-06 ko04540 Gap junction 41/1191 128/7206 1.13913731072e-05 ko04972 Pancreatic secretion 37/1191 111/7206 1.31078675875e-05 ko04120 Ubiquitin mediated proteolysis 6/1191 138/7206 1.39075794424e-05 ko04010 MAPK signaling pathway 83/1191 321/7206 1.43750568886e-05 ko04514 Cell adhesion molecules (CAMs) 41/1191 130/7206 2.09769147649e-05 ko04110 Cell cycle 7/1191 145/7206 2.25361151922e-05 ko05164 Influenza A 10/1191 167/7206 5.2551336003e-05 ko04750 Inflammatory mediator regulation of TRP channels 38/1191 122/7206 6.06285084766e-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 ko04961 Endocrine and other factor-regulated calcium reabsorption 22/1191 59/7206 0.000117739133343 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 ko04014 Ras signaling pathway 70/1191 279/7206 0.000197565033912 ko05414 Dilated cardiomyopathy 34/1191 112/7206 0.000260428002534 ko04915 Estrogen signaling pathway 38/1191 131/7206 0.000309369520752 ko04976 Bile secretion 26/1191 80/7206 0.000384331381782 ko04922 Glucagon signaling pathway 37/1191 128/7206 0.00041752692093 ko04260 Cardiac muscle contraction 30/1191 98/7206 0.000497465565663 ko04371 Apelin signaling pathway 47/1191 177/7206 0.00064667919412 ko05169 Epstein-Barr virus infection 17/1191 206/7206 0.000787645732276 ko00520 Amino sugar and nucleotide sugar metabolism 1/1191 55/7206 0.000847647240211 ko04626 Plant-pathogen interaction 9/1191 18/7206 0.00104547814143 ko04064 NF-kappa B signaling pathway 5/1191 96/7206 0.00127272632042 ko04710 Circadian rhythm 16/1191 43/7206 0.00127742257069 ko04912 GnRH signaling pathway 34/1191 122/7206 0.00130714977526 ko04330 Notch signaling pathway 2/1191 62/7206 0.00178151404639 ko05162 Measles 8/1191 120/7206 0.00181794653703 ko00590 Arachidonic acid metabolism 1/1191 52/7206 0.00204310451239 ko05231 Choline metabolism in cancer 36/1191 134/7206 0.00211228822512 ko04973 Carbohydrate digestion and absorption 15/1191 42/7206 0.00250616486804 ko00240 Pyrimidine metabolism 7/1191 110/7206 0.00260776378327 ko04923 Regulation of lipolysis in adipocytes 23/1191 77/7206 0.00304989898329 ko04146 Peroxisome 5/1191 89/7206 0.00360467916554 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1191 14/7206 0.00387620572481 ko05144 Malaria 1/1191 45/7206 0.00438110001141 ko00071 Fatty acid degradation 1/1191 45/7206 0.00438110001141 ko03420 Nucleotide excision repair 1/1191 46/7206 0.00441309540192 ko04964 Proximal tubule bicarbonate reclamation 11/1191 29/7206 0.00461462834253 ko04960 Aldosterone-regulated sodium reabsorption 14/1191 41/7206 0.0050970450065 ko05214 Glioma 23/1191 79/7206 0.00536970483463 ko04930 Type II diabetes mellitus 17/1191 54/7206 0.00544663193008 ko00480 Glutathione metabolism 2/1191 55/7206 0.00563786874931 ko04916 Melanogenesis 36/1191 142/7206 0.00604930663809 ko03022 Basal transcription factors 1/1191 44/7206 0.00674872781112 ko00310 Lysine degradation 4/1191 73/7206 0.00677823365895 ko05140 Leishmaniasis 4/1191 75/7206 0.00701471597172 ko05145 Toxoplasmosis 10/1191 126/7206 0.00732274706895 ko05205 Proteoglycans in cancer 29/1191 271/7206 0.00747070041796 ko04918 Thyroid hormone synthesis 24/1191 86/7206 0.00780132487324 ko04622 RIG-I-like receptor signaling pathway 3/1191 62/7206 0.00918798790966 ko04214 Apoptosis - fly 4/1191 72/7206 0.00973175198629 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1191 40/7206 0.00987080584927 ko04015 Rap1 signaling pathway 62/1191 278/7206 0.0105194848296 ko04062 Chemokine signaling pathway 47/1191 201/7206 0.011870717723 ko04657 IL-17 signaling pathway 6/1191 87/7206 0.0127931252382 ko00562 Inositol phosphate metabolism 24/1191 89/7206 0.0135775358066 ko05410 Hypertrophic cardiomyopathy (HCM) 26/1191 100/7206 0.0142060627429 ko04210 Apoptosis 18/1191 180/7206 0.0146085518319 ko00630 Glyoxylate and dicarboxylate metabolism 1/1191 38/7206 0.0147721183617 ko04350 TGF-beta signaling pathway 8/1191 103/7206 0.0153096397965 ko03018 RNA degradation 6/1191 84/7206 0.0173510325483 ko04630 Jak-STAT signaling pathway 12/1191 132/7206 0.0177524429635 ko04115 p53 signaling pathway 5/1191 74/7206 0.0182052401231 ko04217 Necroptosis 18/1191 178/7206 0.0184282076278 ko01524 Platinum drug resistance 5/1191 76/7206 0.0185618914987 ko05321 Inflammatory bowel disease (IBD) 3/1191 56/7206 0.0185741215778 ko05016 Huntington's disease 23/1191 215/7206 0.0193924430313 ko00512 Mucin type O-glycan biosynthesis 10/1191 29/7206 0.0196068935657 ko05166 HTLV-I infection 34/1191 292/7206 0.0197066449104 ko05034 Alcoholism 53/1191 238/7206 0.020604800246 ko05131 Shigellosis 6/1191 82/7206 0.0237225554841 ko04932 Non-alcoholic fatty liver disease (NAFLD) 19/1191 182/7206 0.02565321481 ko04658 Th1 and Th2 cell differentiation 8/1191 96/7206 0.0266430727142 ko04114 Oocyte meiosis 33/1191 139/7206 0.0276919372562 ko04213 Longevity regulating pathway - multiple species 22/1191 86/7206 0.0281757775962 ko05418 Fluid shear stress and atherosclerosis 18/1191 173/7206 0.0290229278287 ko05161 Hepatitis B 18/1191 173/7206 0.0290229278287 ko05133 Pertussis 7/1191 87/7206 0.0291651141497 ko05230 Central carbon metabolism in cancer 21/1191 81/7206 0.0334911837342 ko05120 Epithelial cell signaling in Helicobacter pylori infection 23/1191 92/7206 0.0336162209197 ko03320 PPAR signaling pathway 5/1191 69/7206 0.0340328027745 ko00983 Drug metabolism - other enzymes 2/1191 42/7206 0.0364749883968 ko05202 Transcriptional misregulation in cancer 21/1191 188/7206 0.0462977203064 ko04270 Vascular smooth muscle contraction 35/1191 154/7206 0.0474351881576 ko04711 Circadian rhythm - fly 5/1191 13/7206 0.0494097252681 ko04012 ErbB signaling pathway 26/1191 109/7206 0.0499563296139