ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 212/1316 423/7206 1.02479575406e-53 ko04724 Glutamatergic synapse 94/1316 152/7206 2.35995436719e-33 ko05033 Nicotine addiction 50/1316 56/7206 5.72355004534e-31 ko04713 Circadian entrainment 81/1316 136/7206 3.0721586889e-27 ko05032 Morphine addiction 71/1316 110/7206 4.39662742101e-27 ko04727 GABAergic synapse 70/1316 110/7206 3.68414964604e-26 ko04721 Synaptic vesicle cycle 54/1316 80/7206 2.93575652116e-22 ko04728 Dopaminergic synapse 87/1316 185/7206 1.06152679477e-19 ko04020 Calcium signaling pathway 110/1316 265/7206 3.1227593746e-19 ko04725 Cholinergic synapse 78/1316 160/7206 6.10541905246e-19 ko04024 cAMP signaling pathway 112/1316 279/7206 3.38605634982e-18 ko04911 Insulin secretion 61/1316 117/7206 7.39799230225e-17 ko04723 Retrograde endocannabinoid signaling 79/1316 175/7206 1.08511552962e-16 ko04742 Taste transduction 40/1316 61/7206 3.93268651863e-16 ko04726 Serotonergic synapse 65/1316 137/7206 3.05756659274e-15 ko04744 Phototransduction 28/1316 36/7206 1.09924764529e-14 ko04921 Oxytocin signaling pathway 85/1316 209/7206 1.93264282362e-14 ko05031 Amphetamine addiction 45/1316 91/7206 1.00045294226e-11 ko04970 Salivary secretion 46/1316 95/7206 1.50585641125e-11 ko04720 Long-term potentiation 47/1316 99/7206 2.18580401759e-11 ko04261 Adrenergic signaling in cardiomyocytes 77/1316 205/7206 4.01892501464e-11 ko04740 Olfactory transduction 40/1316 80/7206 9.26055282602e-11 ko03040 Spliceosome 2/1316 145/7206 1.35539378323e-10 ko04022 cGMP-PKG signaling pathway 77/1316 216/7206 8.73746616436e-10 ko04360 Axon guidance 79/1316 233/7206 6.85222578603e-09 ko05203 Viral carcinogenesis 19/1316 277/7206 4.66334494878e-08 ko04925 Aldosterone synthesis and secretion 43/1316 105/7206 5.48816209587e-08 ko03013 RNA transport 7/1316 166/7206 7.24027665944e-08 ko05030 Cocaine addiction 33/1316 73/7206 9.56937441353e-08 ko05168 Herpes simplex infection 10/1316 182/7206 4.99588079785e-07 ko05322 Systemic lupus erythematosus 7/1316 151/7206 1.02744669899e-06 ko04971 Gastric acid secretion 38/1316 98/7206 1.91381533982e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 31/1316 74/7206 2.10694950591e-06 ko04540 Gap junction 46/1316 128/7206 2.26576023068e-06 ko04730 Long-term depression 32/1316 78/7206 2.26983766453e-06 ko04060 Cytokine-cytokine receptor interaction 12/1316 191/7206 2.34735890123e-06 ko04924 Renin secretion 34/1316 86/7206 3.35508235713e-06 ko04966 Collecting duct acid secretion 15/1316 26/7206 7.91719844294e-06 ko04972 Pancreatic secretion 39/1316 111/7206 1.84734530585e-05 ko04010 MAPK signaling pathway 89/1316 321/7206 2.21427726954e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1316 79/7206 2.85666831255e-05 ko04120 Ubiquitin mediated proteolysis 8/1316 138/7206 2.94735412744e-05 ko04745 Phototransduction - fly 18/1316 38/7206 3.73048000064e-05 ko04141 Protein processing in endoplasmic reticulum 14/1316 184/7206 4.32721816979e-05 ko04110 Cell cycle 9/1316 145/7206 4.52806692271e-05 ko04514 Cell adhesion molecules (CAMs) 43/1316 130/7206 4.57657584149e-05 ko04976 Bile secretion 30/1316 80/7206 5.21610388634e-05 ko05110 Vibrio cholerae infection 25/1316 63/7206 5.64418819676e-05 ko04070 Phosphatidylinositol signaling system 38/1316 112/7206 6.13025611045e-05 ko04621 NOD-like receptor signaling pathway 11/1316 157/7206 6.28454497531e-05 ko05140 Leishmaniasis 2/1316 75/7206 6.43793236954e-05 ko04064 NF-kappa B signaling pathway 4/1316 96/7206 8.08256711652e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 29/1316 79/7206 9.54056288225e-05 ko04260 Cardiac muscle contraction 34/1316 98/7206 9.80272188173e-05 ko04750 Inflammatory mediator regulation of TRP channels 40/1316 122/7206 0.000120633142363 ko04371 Apelin signaling pathway 53/1316 177/7206 0.000154787056753 ko05164 Influenza A 13/1316 167/7206 0.000155036393081 ko05414 Dilated cardiomyopathy 37/1316 112/7206 0.000169519731057 ko04014 Ras signaling pathway 76/1316 279/7206 0.000185255135315 ko04072 Phospholipase D signaling pathway 57/1316 197/7206 0.000233727770876 ko05169 Epstein-Barr virus infection 19/1316 206/7206 0.000332414708852 ko04923 Regulation of lipolysis in adipocytes 27/1316 77/7206 0.000485981534684 ko04961 Endocrine and other factor-regulated calcium reabsorption 22/1316 59/7206 0.00051596689694 ko04146 Peroxisome 5/1316 89/7206 0.000798094621598 ko04710 Circadian rhythm 17/1316 43/7206 0.00103644742673 ko04610 Complement and coagulation cascades 4/1316 79/7206 0.00105920116141 ko05162 Measles 9/1316 120/7206 0.00116509214255 ko05205 Proteoglycans in cancer 30/1316 271/7206 0.00128969393599 ko04612 Antigen processing and presentation 4/1316 77/7206 0.00154036771259 ko05410 Hypertrophic cardiomyopathy (HCM) 31/1316 100/7206 0.00166389640989 ko03420 Nucleotide excision repair 1/1316 46/7206 0.00174383531318 ko00310 Lysine degradation 4/1316 73/7206 0.00216325685879 ko05131 Shigellosis 5/1316 82/7206 0.00228278327325 ko00480 Glutathione metabolism 2/1316 55/7206 0.00239632301356 ko03022 Basal transcription factors 1/1316 44/7206 0.00266342056381 ko05161 Hepatitis B 17/1316 173/7206 0.00266463722827 ko04915 Estrogen signaling pathway 38/1316 131/7206 0.00274256828902 ko05144 Malaria 1/1316 45/7206 0.0028150282822 ko00071 Fatty acid degradation 1/1316 45/7206 0.0028150282822 ko04964 Proximal tubule bicarbonate reclamation 12/1316 29/7206 0.00315338682587 ko04922 Glucagon signaling pathway 37/1316 128/7206 0.00359090991414 ko04930 Type II diabetes mellitus 19/1316 54/7206 0.00380211302445 ko00240 Pyrimidine metabolism 9/1316 110/7206 0.00399583602224 ko05166 HTLV-I infection 35/1316 292/7206 0.00409616214318 ko04330 Notch signaling pathway 3/1316 62/7206 0.00425562547852 ko04622 RIG-I-like receptor signaling pathway 3/1316 62/7206 0.00425562547852 ko04657 IL-17 signaling pathway 6/1316 87/7206 0.00468175507112 ko05133 Pertussis 6/1316 87/7206 0.00468175507112 ko00562 Inositol phosphate metabolism 27/1316 89/7206 0.00529716527512 ko03018 RNA degradation 6/1316 84/7206 0.00634850504947 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1316 14/7206 0.00690653084995 ko05321 Inflammatory bowel disease (IBD) 3/1316 56/7206 0.00849486034594 ko04640 Hematopoietic cell lineage 4/1316 64/7206 0.00884440166552 ko04626 Plant-pathogen interaction 8/1316 18/7206 0.00933781001723 ko00630 Glyoxylate and dicarboxylate metabolism 1/1316 38/7206 0.00959609437343 ko05145 Toxoplasmosis 12/1316 126/7206 0.00995616049221 ko04658 Th1 and Th2 cell differentiation 8/1316 96/7206 0.0107556650174 ko04270 Vascular smooth muscle contraction 41/1316 154/7206 0.0109218201266 ko00860 Porphyrin and chlorophyll metabolism 1/1316 34/7206 0.0138021000356 ko05217 Basal cell carcinoma 5/1316 68/7206 0.0171185417051 ko05132 Salmonella infection 9/1316 98/7206 0.0172837881699 ko00590 Arachidonic acid metabolism 3/1316 52/7206 0.0176700676712 ko04210 Apoptosis 21/1316 180/7206 0.0188468929757 ko04711 Circadian rhythm - fly 6/1316 13/7206 0.0195457637263 ko04015 Rap1 signaling pathway 66/1316 278/7206 0.021345197065 ko04115 p53 signaling pathway 6/1316 74/7206 0.022269328612 ko00980 Metabolism of xenobiotics by cytochrome P450 2/1316 40/7206 0.0238683888881 ko04213 Longevity regulating pathway - multiple species 24/1316 86/7206 0.024447439279 ko04142 Lysosome 17/1316 151/7206 0.0248486791014 ko04214 Apoptosis - fly 6/1316 72/7206 0.0304352121977 ko04932 Non-alcoholic fatty liver disease (NAFLD) 22/1316 182/7206 0.0319378847688 ko00280 Valine, leucine and isoleucine degradation 4/1316 54/7206 0.0341938426776 ko03410 Base excision repair 2/1316 38/7206 0.0346065807748 ko04620 Toll-like receptor signaling pathway 10/1316 100/7206 0.0358459316422 ko05219 Bladder cancer 3/1316 48/7206 0.0365655329822 ko01524 Platinum drug resistance 7/1316 76/7206 0.0369484486948 ko04217 Necroptosis 22/1316 178/7206 0.0389518475476 ko04960 Aldosterone-regulated sodium reabsorption 13/1316 41/7206 0.0394871496712 ko04630 Jak-STAT signaling pathway 15/1316 132/7206 0.0401277703449 ko03320 PPAR signaling pathway 6/1316 69/7206 0.0406763060449 ko05231 Choline metabolism in cancer 34/1316 134/7206 0.0412916734745 ko04113 Meiosis - yeast 6/1316 70/7206 0.041474666753 ko05230 Central carbon metabolism in cancer 22/1316 81/7206 0.0427461283892 ko04973 Carbohydrate digestion and absorption 13/1316 42/7206 0.0432640482446 ko01212 Fatty acid metabolism 5/1316 60/7206 0.0440759061896 ko00330 Arginine and proline metabolism 5/1316 61/7206 0.0443530989781 ko04912 GnRH signaling pathway 31/1316 122/7206 0.0443639383511 ko05215 Prostate cancer 12/1316 111/7206 0.0465186471049 ko04918 Thyroid hormone synthesis 23/1316 86/7206 0.0485459298057 ko05320 Autoimmune thyroid disease 1/1316 29/7206 0.0491830186493