ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 190/1149 423/7206 2.11469011413e-48 ko04724 Glutamatergic synapse 86/1149 152/7206 4.28649096202e-31 ko05033 Nicotine addiction 47/1149 56/7206 2.60132895125e-29 ko05032 Morphine addiction 65/1149 110/7206 3.38927518486e-25 ko04713 Circadian entrainment 72/1149 136/7206 8.56984709319e-24 ko04727 GABAergic synapse 63/1149 110/7206 2.02235110867e-23 ko04721 Synaptic vesicle cycle 51/1149 80/7206 3.82712393266e-22 ko04728 Dopaminergic synapse 84/1149 185/7206 8.80443644732e-22 ko04725 Cholinergic synapse 73/1149 160/7206 3.30013393243e-19 ko04723 Retrograde endocannabinoid signaling 76/1149 175/7206 2.10868447733e-18 ko04742 Taste transduction 39/1149 61/7206 2.78382656656e-17 ko04024 cAMP signaling pathway 100/1149 279/7206 1.0254893019e-16 ko04020 Calcium signaling pathway 96/1149 265/7206 2.7964276491e-16 ko04921 Oxytocin signaling pathway 81/1149 209/7206 6.36719809967e-16 ko04911 Insulin secretion 52/1149 117/7206 1.86566377372e-13 ko04726 Serotonergic synapse 56/1149 137/7206 1.55169518473e-12 ko04261 Adrenergic signaling in cardiomyocytes 73/1149 205/7206 2.51154687249e-12 ko05031 Amphetamine addiction 41/1149 91/7206 4.08907594706e-11 ko04720 Long-term potentiation 43/1149 99/7206 5.98784448716e-11 ko04970 Salivary secretion 41/1149 95/7206 2.1383890174e-10 ko03040 Spliceosome 1/1149 145/7206 5.2492262568e-10 ko04744 Phototransduction 22/1149 36/7206 9.46707057016e-10 ko05168 Herpes simplex infection 5/1149 182/7206 1.31685659343e-08 ko05203 Viral carcinogenesis 15/1149 277/7206 5.99819746206e-08 ko04360 Axon guidance 69/1149 233/7206 8.72447403549e-08 ko04925 Aldosterone synthesis and secretion 39/1149 105/7206 1.01667601917e-07 ko04060 Cytokine-cytokine receptor interaction 7/1149 191/7206 1.04499243747e-07 ko04022 cGMP-PKG signaling pathway 65/1149 216/7206 1.24848587011e-07 ko04971 Gastric acid secretion 36/1149 98/7206 4.27196589671e-07 ko04966 Collecting duct acid secretion 15/1149 26/7206 1.35519098132e-06 ko04924 Renin secretion 32/1149 86/7206 1.53765767496e-06 ko03013 RNA transport 7/1149 166/7206 2.80905863461e-06 ko05164 Influenza A 7/1149 167/7206 2.84288539523e-06 ko05030 Cocaine addiction 28/1149 73/7206 2.8548468086e-06 ko04740 Olfactory transduction 30/1149 80/7206 3.05403268184e-06 ko04010 MAPK signaling pathway 83/1149 321/7206 3.40505542278e-06 ko05322 Systemic lupus erythematosus 6/1149 151/7206 4.95399772033e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 27/1149 74/7206 1.51953928756e-05 ko04260 Cardiac muscle contraction 33/1149 98/7206 1.75967905104e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1149 79/7206 1.76656467968e-05 ko04514 Cell adhesion molecules (CAMs) 40/1149 130/7206 1.76793416884e-05 ko04621 NOD-like receptor signaling pathway 8/1149 157/7206 3.66191078362e-05 ko05161 Hepatitis B 10/1149 173/7206 5.53252235415e-05 ko04141 Protein processing in endoplasmic reticulum 11/1149 184/7206 5.65562903845e-05 ko05169 Epstein-Barr virus infection 14/1149 206/7206 9.76608195529e-05 ko04745 Phototransduction - fly 16/1149 38/7206 0.00010633874866 ko04972 Pancreatic secretion 34/1149 111/7206 0.000109141685171 ko05414 Dilated cardiomyopathy 34/1149 112/7206 0.000120358282812 ko04730 Long-term depression 26/1149 78/7206 0.000128174473399 ko04120 Ubiquitin mediated proteolysis 7/1149 138/7206 0.00013734288636 ko05205 Proteoglycans in cancer 22/1149 271/7206 0.000177658289778 ko05110 Vibrio cholerae infection 22/1149 63/7206 0.00018593134723 ko03008 Ribosome biogenesis in eukaryotes 2/1149 79/7206 0.000269489541031 ko04976 Bile secretion 26/1149 80/7206 0.000287030253481 ko05140 Leishmaniasis 2/1149 75/7206 0.000387237299382 ko04612 Antigen processing and presentation 2/1149 77/7206 0.00041271336742 ko04110 Cell cycle 9/1149 145/7206 0.000524367504784 ko04014 Ras signaling pathway 66/1149 279/7206 0.00059853910372 ko04064 NF-kappa B signaling pathway 4/1149 96/7206 0.000606819015915 ko04070 Phosphatidylinositol signaling system 32/1149 112/7206 0.000618764593198 ko04626 Plant-pathogen interaction 9/1149 18/7206 0.000798208146823 ko04540 Gap junction 35/1149 128/7206 0.000889329596749 ko04964 Proximal tubule bicarbonate reclamation 12/1149 29/7206 0.000936441446522 ko05162 Measles 7/1149 120/7206 0.0010025885088 ko04630 Jak-STAT signaling pathway 8/1149 132/7206 0.0010374088722 ko04371 Apelin signaling pathway 45/1149 177/7206 0.00114697092618 ko04146 Peroxisome 4/1149 89/7206 0.00121344908308 ko00480 Glutathione metabolism 1/1149 55/7206 0.00132754723839 ko04961 Endocrine and other factor-regulated calcium reabsorption 19/1149 59/7206 0.00184504628841 ko00590 Arachidonic acid metabolism 1/1149 52/7206 0.00199489971217 ko05410 Hypertrophic cardiomyopathy (HCM) 28/1149 100/7206 0.00215061037924 ko04923 Regulation of lipolysis in adipocytes 23/1149 77/7206 0.0024254491239 ko04640 Hematopoietic cell lineage 2/1149 64/7206 0.00286711867974 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1149 14/7206 0.00313842873597 ko04214 Apoptosis - fly 3/1149 72/7206 0.00319480841434 ko04915 Estrogen signaling pathway 34/1149 131/7206 0.00349495359005 ko00240 Pyrimidine metabolism 7/1149 110/7206 0.00361039915543 ko04072 Phospholipase D signaling pathway 47/1149 197/7206 0.00397428371979 ko05166 HTLV-I infection 30/1149 292/7206 0.00546600051603 ko04750 Inflammatory mediator regulation of TRP channels 31/1149 122/7206 0.00591959717366 ko03022 Basal transcription factors 1/1149 44/7206 0.00676167254138 ko04140 Autophagy - animal 14/1149 164/7206 0.00678253126608 ko05144 Malaria 1/1149 45/7206 0.00680065774471 ko00071 Fatty acid degradation 1/1149 45/7206 0.00680065774471 ko03420 Nucleotide excision repair 1/1149 46/7206 0.00707691921808 ko05215 Prostate cancer 8/1149 111/7206 0.0086039572423 ko05321 Inflammatory bowel disease (IBD) 2/1149 56/7206 0.00886799319781 ko05206 MicroRNAs in cancer 16/1149 177/7206 0.00913176080505 ko00310 Lysine degradation 4/1149 73/7206 0.00977350871857 ko04115 p53 signaling pathway 4/1149 74/7206 0.00983811728755 ko03018 RNA degradation 5/1149 84/7206 0.00994410917649 ko05222 Small cell lung cancer 6/1149 89/7206 0.0130089070713 ko04210 Apoptosis 17/1149 180/7206 0.0132525235986 ko05145 Toxoplasmosis 10/1149 126/7206 0.0133344452163 ko00330 Arginine and proline metabolism 3/1149 61/7206 0.0133598619391 ko04622 RIG-I-like receptor signaling pathway 3/1149 62/7206 0.0135068527971 ko05131 Shigellosis 5/1149 82/7206 0.0140069785942 ko00290 Valine, leucine and isoleucine biosynthesis 3/1149 4/7206 0.0142494764632 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1149 40/7206 0.0152774374265 ko00140 Steroid hormone biosynthesis 1/1149 41/7206 0.0159536679019 ko04657 IL-17 signaling pathway 6/1149 87/7206 0.017709381101 ko05133 Pertussis 6/1149 87/7206 0.017709381101 ko00380 Tryptophan metabolism 2/1149 50/7206 0.0181485821565 ko00982 Drug metabolism - cytochrome P450 1/1149 37/7206 0.0225849533869 ko04668 TNF signaling pathway 10/1149 120/7206 0.022672580278 ko04933 AGE-RAGE signaling pathway in diabetic complications 12/1149 135/7206 0.0234763111147 ko04932 Non-alcoholic fatty liver disease (NAFLD) 18/1149 182/7206 0.0235971933271 ko04930 Type II diabetes mellitus 15/1149 54/7206 0.0240105616505 ko04270 Vascular smooth muscle contraction 35/1149 154/7206 0.0255325037821 ko01524 Platinum drug resistance 5/1149 76/7206 0.0259000526425 ko05418 Fluid shear stress and atherosclerosis 17/1149 173/7206 0.0267039250441 ko05219 Bladder cancer 2/1149 48/7206 0.0268391870495 ko04620 Toll-like receptor signaling pathway 8/1149 100/7206 0.0271578756106 ko04922 Glucagon signaling pathway 30/1149 128/7206 0.0273713154677 ko04217 Necroptosis 18/1149 178/7206 0.0293993985895 ko00860 Porphyrin and chlorophyll metabolism 1/1149 34/7206 0.0334811492284 ko00280 Valine, leucine and isoleucine degradation 3/1149 54/7206 0.0380962331489 ko05120 Epithelial cell signaling in Helicobacter pylori infection 22/1149 92/7206 0.0438322723368 ko04912 GnRH signaling pathway 28/1149 122/7206 0.0447340702422 ko04114 Oocyte meiosis 31/1149 139/7206 0.0460549284648 ko03320 PPAR signaling pathway 5/1149 69/7206 0.0469501694337 ko04658 Th1 and Th2 cell differentiation 8/1149 96/7206 0.0478323393193 ko04510 Focal adhesion 27/1149 240/7206 0.0479578321939 ko04136 Autophagy - other 1/1149 31/7206 0.0497139824732