ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 212/1325 423/7206 3.57023988324e-53 ko04724 Glutamatergic synapse 96/1325 152/7206 6.74007847149e-35 ko05032 Morphine addiction 74/1325 110/7206 9.33060256584e-30 ko05033 Nicotine addiction 49/1325 56/7206 2.65330534192e-29 ko04727 GABAergic synapse 72/1325 110/7206 7.88323145058e-28 ko04713 Circadian entrainment 80/1325 136/7206 3.40010260769e-26 ko04721 Synaptic vesicle cycle 52/1325 80/7206 3.33960590334e-20 ko04725 Cholinergic synapse 80/1325 160/7206 4.46423147682e-20 ko04728 Dopaminergic synapse 86/1325 185/7206 6.97898782542e-19 ko04024 cAMP signaling pathway 113/1325 279/7206 1.96568589522e-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 58/1325 117/7206 1.15230202048e-14 ko04744 Phototransduction 28/1325 36/7206 1.31750337855e-14 ko04726 Serotonergic synapse 63/1325 137/7206 7.1900906144e-14 ko04742 Taste transduction 37/1325 61/7206 2.3855501413e-13 ko04921 Oxytocin signaling pathway 82/1325 209/7206 1.09611626521e-12 ko05031 Amphetamine addiction 45/1325 91/7206 1.27647644149e-11 ko04970 Salivary secretion 45/1325 95/7206 8.17667916159e-11 ko03040 Spliceosome 2/1325 145/7206 1.3731836972e-10 ko03010 Ribosome 1/1325 129/7206 2.08678640356e-10 ko04261 Adrenergic signaling in cardiomyocytes 75/1325 205/7206 3.77888630744e-10 ko04720 Long-term potentiation 45/1325 99/7206 4.5105172284e-10 ko04740 Olfactory transduction 37/1325 80/7206 8.99816871807e-09 ko04925 Aldosterone synthesis and secretion 43/1325 105/7206 6.24840867008e-08 ko04022 cGMP-PKG signaling pathway 72/1325 216/7206 9.12279588288e-08 ko05168 Herpes simplex infection 9/1325 182/7206 1.0164246958e-07 ko05322 Systemic lupus erythematosus 6/1325 151/7206 1.82682052613e-07 ko04360 Axon guidance 75/1325 233/7206 2.6986104774e-07 ko04621 NOD-like receptor signaling pathway 7/1325 157/7206 3.29236522765e-07 ko03013 RNA transport 8/1325 166/7206 4.0114970464e-07 ko05030 Cocaine addiction 32/1325 73/7206 4.20086218674e-07 ko04966 Collecting duct acid secretion 16/1325 26/7206 1.2929899129e-06 ko04971 Gastric acid secretion 38/1325 98/7206 2.08727359889e-06 ko05203 Viral carcinogenesis 23/1325 277/7206 2.44662652929e-06 ko04070 Phosphatidylinositol signaling system 41/1325 112/7206 5.64778872609e-06 ko04060 Cytokine-cytokine receptor interaction 13/1325 191/7206 6.46811916079e-06 ko04110 Cell cycle 8/1325 145/7206 1.04279741511e-05 ko05014 Amyotrophic lateral sclerosis (ALS) 30/1325 74/7206 1.16639230136e-05 ko05164 Influenza A 11/1325 167/7206 1.68037616005e-05 ko04141 Protein processing in endoplasmic reticulum 13/1325 184/7206 1.73094338542e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1325 79/7206 2.80510252894e-05 ko04972 Pancreatic secretion 39/1325 111/7206 3.15605758744e-05 ko04072 Phospholipase D signaling pathway 60/1325 197/7206 3.3535191255e-05 ko04010 MAPK signaling pathway 88/1325 321/7206 4.60131153118e-05 ko04976 Bile secretion 30/1325 80/7206 5.56914641648e-05 ko04014 Ras signaling pathway 78/1325 279/7206 7.20709783061e-05 ko04923 Regulation of lipolysis in adipocytes 29/1325 77/7206 7.52086496206e-05 ko04730 Long-term depression 29/1325 78/7206 8.6973924068e-05 ko04514 Cell adhesion molecules (CAMs) 42/1325 130/7206 0.00012992962302 ko04540 Gap junction 41/1325 128/7206 0.000187439776674 ko04924 Renin secretion 30/1325 86/7206 0.000223732369191 ko04612 Antigen processing and presentation 3/1325 77/7206 0.000289510848842 ko00520 Amino sugar and nucleotide sugar metabolism 1/1325 55/7206 0.000324353986005 ko04750 Inflammatory mediator regulation of TRP channels 39/1325 122/7206 0.000334667776227 ko05414 Dilated cardiomyopathy 36/1325 112/7206 0.000476684979273 ko04745 Phototransduction - fly 16/1325 38/7206 0.000583393333804 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 27/1325 79/7206 0.000677978217805 ko05169 Epstein-Barr virus infection 20/1325 206/7206 0.000681059689896 ko04120 Ubiquitin mediated proteolysis 11/1325 138/7206 0.00078226889443 ko05110 Vibrio cholerae infection 23/1325 63/7206 0.000800501867086 ko04064 NF-kappa B signaling pathway 6/1325 96/7206 0.000837019042697 ko05205 Proteoglycans in cancer 30/1325 271/7206 0.00101224343146 ko04710 Circadian rhythm 17/1325 43/7206 0.00109855340609 ko00240 Pyrimidine metabolism 8/1325 110/7206 0.0011845566793 ko04915 Estrogen signaling pathway 39/1325 131/7206 0.00132273777885 ko05140 Leishmaniasis 4/1325 75/7206 0.00149428940882 ko00071 Fatty acid degradation 1/1325 45/7206 0.00173188783806 ko03420 Nucleotide excision repair 1/1325 46/7206 0.00174380065375 ko03022 Basal transcription factors 1/1325 44/7206 0.00267408763888 ko05162 Measles 10/1325 120/7206 0.00276731713968 ko04622 RIG-I-like receptor signaling pathway 3/1325 62/7206 0.00279827679358 ko04270 Vascular smooth muscle contraction 43/1325 154/7206 0.00311721422482 ko04610 Complement and coagulation cascades 5/1325 79/7206 0.00319687888232 ko04657 IL-17 signaling pathway 6/1325 87/7206 0.00322324761032 ko05133 Pertussis 6/1325 87/7206 0.00322324761032 ko04964 Proximal tubule bicarbonate reclamation 12/1325 29/7206 0.00334559506989 ko05145 Toxoplasmosis 11/1325 126/7206 0.00347799975756 ko04922 Glucagon signaling pathway 37/1325 128/7206 0.00368896980607 ko04961 Endocrine and other factor-regulated calcium reabsorption 20/1325 59/7206 0.00377759310189 ko04930 Type II diabetes mellitus 19/1325 54/7206 0.00389472814342 ko04371 Apelin signaling pathway 48/1325 177/7206 0.00414936620371 ko05161 Hepatitis B 18/1325 173/7206 0.00516864440069 ko00562 Inositol phosphate metabolism 27/1325 89/7206 0.00554400739732 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1325 14/7206 0.00718058960592 ko04658 Th1 and Th2 cell differentiation 8/1325 96/7206 0.00773379692832 ko04260 Cardiac muscle contraction 29/1325 98/7206 0.00799216196788 ko04146 Peroxisome 7/1325 89/7206 0.00828341848192 ko05321 Inflammatory bowel disease (IBD) 3/1325 56/7206 0.0084958568289 ko04214 Apoptosis - fly 5/1325 72/7206 0.00881229259839 ko04626 Plant-pathogen interaction 8/1325 18/7206 0.00973625968056 ko04217 Necroptosis 20/1325 178/7206 0.0107265425437 ko05144 Malaria 2/1325 45/7206 0.0111313842189 ko00280 Valine, leucine and isoleucine degradation 3/1325 54/7206 0.0123025275811 ko04330 Notch signaling pathway 4/1325 62/7206 0.012518963732 ko00860 Porphyrin and chlorophyll metabolism 1/1325 34/7206 0.0137145653014 ko00910 Nitrogen metabolism 8/1325 19/7206 0.0141551140423 ko03018 RNA degradation 7/1325 84/7206 0.015239475569 ko04630 Jak-STAT signaling pathway 14/1325 132/7206 0.0171650545766 ko04210 Apoptosis 21/1325 180/7206 0.0188973184637 ko05131 Shigellosis 7/1325 82/7206 0.0207234692537 ko04015 Rap1 signaling pathway 66/1325 278/7206 0.0218840846904 ko00310 Lysine degradation 6/1325 73/7206 0.0220521956698 ko04115 p53 signaling pathway 6/1325 74/7206 0.0223964537927 ko05231 Choline metabolism in cancer 35/1325 134/7206 0.024046381604 ko05219 Bladder cancer 3/1325 48/7206 0.0247142112411 ko05166 HTLV-I infection 39/1325 292/7206 0.0250030708439 ko04973 Carbohydrate digestion and absorption 14/1325 42/7206 0.0252149531493 ko04113 Meiosis - yeast 6/1325 70/7206 0.0299113208147 ko05320 Autoimmune thyroid disease 1/1325 29/7206 0.0311328887303 ko04912 GnRH signaling pathway 32/1325 122/7206 0.0329332793522 ko04062 Chemokine signaling pathway 49/1325 201/7206 0.0331426163458 ko04213 Longevity regulating pathway - multiple species 24/1325 86/7206 0.0342557459323 ko04918 Thyroid hormone synthesis 24/1325 86/7206 0.0342557459323 ko00480 Glutathione metabolism 4/1325 55/7206 0.0343420281737 ko00630 Glyoxylate and dicarboxylate metabolism 2/1325 38/7206 0.0345159690791 ko03410 Base excision repair 2/1325 38/7206 0.0345159690791 ko05410 Hypertrophic cardiomyopathy (HCM) 27/1325 100/7206 0.0362995861459 ko04152 AMPK signaling pathway 40/1325 161/7206 0.0390735289077 ko05016 Huntington's disease 28/1325 215/7206 0.0396322680588 ko04962 Vasopressin-regulated water reabsorption 17/1325 58/7206 0.0398708533317 ko04960 Aldosterone-regulated sodium reabsorption 13/1325 41/7206 0.0402883714936 ko05217 Basal cell carcinoma 6/1325 68/7206 0.0403730947059 ko04350 TGF-beta signaling pathway 11/1325 103/7206 0.0404269971523 ko04510 Focal adhesion 32/1325 240/7206 0.0416530492875 ko04932 Non-alcoholic fatty liver disease (NAFLD) 23/1325 182/7206 0.0418336484197 ko04142 Lysosome 18/1325 151/7206 0.0429134329759 ko00330 Arginine and proline metabolism 5/1325 61/7206 0.044543767997 ko05012 Parkinson's disease 19/1325 155/7206 0.046374747112 ko00590 Arachidonic acid metabolism 4/1325 52/7206 0.0471780805564