ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 210/1305 423/7206 5.89705038614e-53 ko04724 Glutamatergic synapse 96/1305 152/7206 1.78754000119e-35 ko05033 Nicotine addiction 49/1305 56/7206 1.27097650215e-29 ko05032 Morphine addiction 72/1305 110/7206 2.90373605136e-28 ko04713 Circadian entrainment 80/1305 136/7206 1.16958589512e-26 ko04727 GABAergic synapse 70/1305 110/7206 2.16815938823e-26 ko04728 Dopaminergic synapse 91/1305 185/7206 1.51838069747e-22 ko04725 Cholinergic synapse 81/1305 160/7206 3.43650518088e-21 ko04721 Synaptic vesicle cycle 52/1305 80/7206 1.63567992614e-20 ko04020 Calcium signaling pathway 108/1305 265/7206 1.46687565861e-18 ko04723 Retrograde endocannabinoid signaling 80/1305 175/7206 1.64366416769e-17 ko04911 Insulin secretion 61/1305 117/7206 4.85281627657e-17 ko04024 cAMP signaling pathway 109/1305 279/7206 5.64736603579e-17 ko04726 Serotonergic synapse 67/1305 137/7206 1.02422934223e-16 ko04921 Oxytocin signaling pathway 85/1305 209/7206 9.09753310257e-15 ko05031 Amphetamine addiction 48/1305 91/7206 6.24659532429e-14 ko04742 Taste transduction 37/1305 61/7206 1.4586395165e-13 ko04720 Long-term potentiation 50/1305 99/7206 1.73786220718e-13 ko04744 Phototransduction 26/1305 36/7206 1.60365093753e-12 ko04740 Olfactory transduction 42/1305 80/7206 2.91099918266e-12 ko04970 Salivary secretion 45/1305 95/7206 4.80597938008e-11 ko03010 Ribosome 1/1305 129/7206 2.09861896757e-10 ko04261 Adrenergic signaling in cardiomyocytes 74/1305 205/7206 5.14540272854e-10 ko03040 Spliceosome 3/1305 145/7206 2.39073290608e-09 ko04925 Aldosterone synthesis and secretion 44/1305 105/7206 1.02949599916e-08 ko05030 Cocaine addiction 34/1305 73/7206 1.94781366331e-08 ko04022 cGMP-PKG signaling pathway 73/1305 216/7206 2.44133411073e-08 ko05322 Systemic lupus erythematosus 5/1305 151/7206 4.34879564471e-08 ko03013 RNA transport 7/1305 166/7206 1.09067787349e-07 ko05168 Herpes simplex infection 9/1305 182/7206 1.53704536512e-07 ko04971 Gastric acid secretion 40/1305 98/7206 1.70671874549e-07 ko04360 Axon guidance 73/1305 233/7206 6.21952928603e-07 ko04730 Long-term depression 33/1305 78/7206 6.79566248439e-07 ko04966 Collecting duct acid secretion 16/1305 26/7206 1.04446954947e-06 ko04540 Gap junction 46/1305 128/7206 1.23541459805e-06 ko04070 Phosphatidylinositol signaling system 42/1305 112/7206 1.29805421834e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 31/1305 74/7206 1.84492707244e-06 ko04060 Cytokine-cytokine receptor interaction 12/1305 191/7206 2.32499498578e-06 ko04110 Cell cycle 7/1305 145/7206 3.15630929493e-06 ko05203 Viral carcinogenesis 23/1305 277/7206 3.36544257183e-06 ko04072 Phospholipase D signaling pathway 62/1305 197/7206 4.97147216371e-06 ko04621 NOD-like receptor signaling pathway 9/1305 157/7206 7.92750797281e-06 ko04972 Pancreatic secretion 40/1305 111/7206 8.3555508643e-06 ko04976 Bile secretion 31/1305 80/7206 1.24065940516e-05 ko04010 MAPK signaling pathway 88/1305 321/7206 2.9035933972e-05 ko04371 Apelin signaling pathway 54/1305 177/7206 4.41915067075e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1305 79/7206 4.49814843326e-05 ko04141 Protein processing in endoplasmic reticulum 14/1305 184/7206 5.98030982148e-05 ko05164 Influenza A 12/1305 167/7206 6.2948443074e-05 ko04750 Inflammatory mediator regulation of TRP channels 40/1305 122/7206 7.50886087357e-05 ko04514 Cell adhesion molecules (CAMs) 42/1305 130/7206 7.60746918307e-05 ko04120 Ubiquitin mediated proteolysis 9/1305 138/7206 0.000121917846704 ko04014 Ras signaling pathway 76/1305 279/7206 0.00012808788792 ko04745 Phototransduction - fly 17/1305 38/7206 0.000133872341646 ko04924 Renin secretion 30/1305 86/7206 0.000185814706851 ko04610 Complement and coagulation cascades 3/1305 79/7206 0.000309071093415 ko00520 Amino sugar and nucleotide sugar metabolism 1/1305 55/7206 0.000328041649244 ko05110 Vibrio cholerae infection 23/1305 63/7206 0.000445779218036 ko04961 Endocrine and other factor-regulated calcium reabsorption 22/1305 59/7206 0.000477102592275 ko04915 Estrogen signaling pathway 40/1305 131/7206 0.00050948504585 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 27/1305 79/7206 0.000578632404665 ko04964 Proximal tubule bicarbonate reclamation 13/1305 29/7206 0.000805278892607 ko05169 Epstein-Barr virus infection 20/1305 206/7206 0.000900789912544 ko04922 Glucagon signaling pathway 38/1305 128/7206 0.00111862632725 ko05162 Measles 9/1305 120/7206 0.00117498752944 ko04612 Antigen processing and presentation 4/1305 77/7206 0.00152676649213 ko00240 Pyrimidine metabolism 8/1305 110/7206 0.0016577359162 ko05414 Dilated cardiomyopathy 34/1305 112/7206 0.00175061340549 ko03420 Nucleotide excision repair 1/1305 46/7206 0.00175530366576 ko05140 Leishmaniasis 4/1305 75/7206 0.00220711961612 ko04260 Cardiac muscle contraction 30/1305 98/7206 0.00222155243098 ko04710 Circadian rhythm 16/1305 43/7206 0.00253860019458 ko03022 Basal transcription factors 1/1305 44/7206 0.00266606835136 ko04270 Vascular smooth muscle contraction 43/1305 154/7206 0.00283316792141 ko05231 Choline metabolism in cancer 38/1305 134/7206 0.0030735719963 ko04146 Peroxisome 6/1305 89/7206 0.00328918315537 ko04622 RIG-I-like receptor signaling pathway 3/1305 62/7206 0.00419251165537 ko04064 NF-kappa B signaling pathway 7/1305 96/7206 0.00458586611351 ko04657 IL-17 signaling pathway 6/1305 87/7206 0.0046071069765 ko05133 Pertussis 6/1305 87/7206 0.0046071069765 ko05205 Proteoglycans in cancer 32/1305 271/7206 0.00482881794054 ko03018 RNA degradation 6/1305 84/7206 0.00631210625454 ko04960 Aldosterone-regulated sodium reabsorption 15/1305 41/7206 0.00659550968752 ko04930 Type II diabetes mellitus 18/1305 54/7206 0.00683544445373 ko04973 Carbohydrate digestion and absorption 15/1305 42/7206 0.0073057463123 ko05214 Glioma 24/1305 79/7206 0.00753627829836 ko05321 Inflammatory bowel disease (IBD) 3/1305 56/7206 0.0085446046833 ko04912 GnRH signaling pathway 34/1305 122/7206 0.00854657680874 ko05131 Shigellosis 6/1305 82/7206 0.00876117822806 ko04626 Plant-pathogen interaction 8/1305 18/7206 0.00886819906404 ko00630 Glyoxylate and dicarboxylate metabolism 1/1305 38/7206 0.00948479574399 ko03410 Base excision repair 1/1305 38/7206 0.00948479574399 ko05145 Toxoplasmosis 12/1305 126/7206 0.00987175353965 ko04658 Th1 and Th2 cell differentiation 8/1305 96/7206 0.0106358100634 ko04923 Regulation of lipolysis in adipocytes 23/1305 77/7206 0.0107976786562 ko04015 Rap1 signaling pathway 67/1305 278/7206 0.0108192910209 ko04213 Longevity regulating pathway - multiple species 25/1305 86/7206 0.0109868018423 ko04918 Thyroid hormone synthesis 25/1305 86/7206 0.0109868018423 ko05144 Malaria 2/1305 45/7206 0.0112744089114 ko00071 Fatty acid degradation 2/1305 45/7206 0.0112744089114 ko00562 Inositol phosphate metabolism 26/1305 89/7206 0.0117647156733 ko00280 Valine, leucine and isoleucine degradation 3/1305 54/7206 0.0122607519571 ko04330 Notch signaling pathway 4/1305 62/7206 0.0125554059964 ko05166 HTLV-I infection 37/1305 292/7206 0.0128930013317 ko04217 Necroptosis 20/1305 178/7206 0.0136706501791 ko05217 Basal cell carcinoma 5/1305 68/7206 0.0171530979588 ko00590 Arachidonic acid metabolism 3/1305 52/7206 0.0175986242412 ko04916 Melanogenesis 37/1305 142/7206 0.0201299645648 ko05161 Hepatitis B 20/1305 173/7206 0.0214697456231 ko04630 Jak-STAT signaling pathway 14/1305 132/7206 0.0222211738975 ko04115 p53 signaling pathway 6/1305 74/7206 0.0222542029618 ko00860 Porphyrin and chlorophyll metabolism 1/1305 34/7206 0.0222690498 ko04210 Apoptosis 21/1305 180/7206 0.0236949574627 ko05410 Hypertrophic cardiomyopathy (HCM) 27/1305 100/7206 0.0256310160313 ko00604 Glycosphingolipid biosynthesis - ganglio series 6/1305 14/7206 0.0279294216663 ko04214 Apoptosis - fly 6/1305 72/7206 0.030277994739 ko05016 Huntington's disease 27/1305 215/7206 0.0308529197897 ko00310 Lysine degradation 6/1305 73/7206 0.0308839049177 ko04932 Non-alcoholic fatty liver disease (NAFLD) 22/1305 182/7206 0.0318057486558 ko00480 Glutathione metabolism 4/1305 55/7206 0.0342993547106 ko04620 Toll-like receptor signaling pathway 10/1305 100/7206 0.0355560556588 ko00980 Metabolism of xenobiotics by cytochrome P450 2/1305 40/7206 0.036302232732 ko04071 Sphingolipid signaling pathway 40/1305 162/7206 0.0382814260567 ko04062 Chemokine signaling pathway 48/1305 201/7206 0.0403721902641 ko03320 PPAR signaling pathway 6/1305 69/7206 0.0406940952098 ko04113 Meiosis - yeast 6/1305 70/7206 0.0411086544519 ko05230 Central carbon metabolism in cancer 22/1305 81/7206 0.041318936344 ko05132 Salmonella infection 10/1305 98/7206 0.0463801828773 ko05034 Alcoholism 55/1305 238/7206 0.0485719738099 ko04152 AMPK signaling pathway 39/1305 161/7206 0.0487155226773 ko04919 Thyroid hormone signaling pathway 35/1305 143/7206 0.0487290982553 ko00010 Glycolysis / Gluconeogenesis 20/1305 74/7206 0.049269214078 ko01524 Platinum drug resistance 7/1305 76/7206 0.0499588112399