ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 204/1227 423/7206 1.82802588121e-53 ko04724 Glutamatergic synapse 91/1227 152/7206 3.20992104058e-33 ko05032 Morphine addiction 70/1227 110/7206 4.30486273436e-28 ko05033 Nicotine addiction 47/1227 56/7206 5.40901094678e-28 ko04713 Circadian entrainment 79/1227 136/7206 1.08204668574e-27 ko04727 GABAergic synapse 67/1227 110/7206 2.60800406107e-25 ko04728 Dopaminergic synapse 88/1227 185/7206 1.77871402029e-22 ko04721 Synaptic vesicle cycle 52/1227 80/7206 8.89291755627e-22 ko04725 Cholinergic synapse 77/1227 160/7206 3.56414338929e-20 ko04020 Calcium signaling pathway 106/1227 265/7206 1.31954361591e-19 ko04723 Retrograde endocannabinoid signaling 80/1227 175/7206 3.46996395013e-19 ko04024 cAMP signaling pathway 105/1227 279/7206 3.89857028764e-17 ko04911 Insulin secretion 59/1227 117/7206 6.13747648403e-17 ko04742 Taste transduction 39/1227 61/7206 2.85304539323e-16 ko04921 Oxytocin signaling pathway 84/1227 209/7206 9.50348893614e-16 ko04726 Serotonergic synapse 63/1227 137/7206 1.67058896175e-15 ko04970 Salivary secretion 47/1227 95/7206 2.37828364522e-13 ko04261 Adrenergic signaling in cardiomyocytes 75/1227 205/7206 9.31308223758e-12 ko05031 Amphetamine addiction 43/1227 91/7206 1.78562902074e-11 ko04720 Long-term potentiation 45/1227 99/7206 3.1776223165e-11 ko04744 Phototransduction 24/1227 36/7206 4.47554912415e-11 ko03040 Spliceosome 1/1227 145/7206 7.11046675844e-11 ko04925 Aldosterone synthesis and secretion 44/1227 105/7206 1.32721890311e-09 ko04022 cGMP-PKG signaling pathway 72/1227 216/7206 3.24496002947e-09 ko04740 Olfactory transduction 36/1227 80/7206 4.2423499575e-09 ko04971 Gastric acid secretion 41/1227 98/7206 5.151667744e-09 ko05203 Viral carcinogenesis 16/1227 277/7206 1.91614988481e-08 ko04360 Axon guidance 74/1227 233/7206 2.22467115615e-08 ko04060 Cytokine-cytokine receptor interaction 9/1227 191/7206 2.57886151233e-07 ko03013 RNA transport 7/1227 166/7206 5.68457308395e-07 ko04540 Gap junction 45/1227 128/7206 5.8038578931e-07 ko04924 Renin secretion 34/1227 86/7206 6.28405961831e-07 ko05030 Cocaine addiction 30/1227 73/7206 9.36053749841e-07 ko05322 Systemic lupus erythematosus 6/1227 151/7206 9.91118213449e-07 ko05168 Herpes simplex infection 9/1227 182/7206 1.08982786374e-06 ko04972 Pancreatic secretion 40/1227 111/7206 1.21332770343e-06 ko05164 Influenza A 8/1227 167/7206 1.97384717137e-06 ko04966 Collecting duct acid secretion 15/1227 26/7206 3.20288337042e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 29/1227 74/7206 5.39011322071e-06 ko04010 MAPK signaling pathway 86/1227 321/7206 6.46372413258e-06 ko04514 Cell adhesion molecules (CAMs) 43/1227 130/7206 8.42314529605e-06 ko04976 Bile secretion 30/1227 80/7206 1.40243524565e-05 ko04120 Ubiquitin mediated proteolysis 7/1227 138/7206 3.05559681633e-05 ko04070 Phosphatidylinositol signaling system 37/1227 112/7206 3.4100744642e-05 ko04621 NOD-like receptor signaling pathway 9/1227 157/7206 3.52675025194e-05 ko04750 Inflammatory mediator regulation of TRP channels 39/1227 122/7206 4.51129564128e-05 ko04730 Long-term depression 28/1227 78/7206 5.15121827542e-05 ko05110 Vibrio cholerae infection 24/1227 63/7206 5.82434374838e-05 ko04745 Phototransduction - fly 17/1227 38/7206 6.0087163707e-05 ko04961 Endocrine and other factor-regulated calcium reabsorption 23/1227 59/7206 6.32089964221e-05 ko04141 Protein processing in endoplasmic reticulum 13/1227 184/7206 9.25442812028e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1227 79/7206 0.000111596311226 ko05169 Epstein-Barr virus infection 16/1227 206/7206 0.000147605147752 ko04371 Apelin signaling pathway 50/1227 177/7206 0.000157111797867 ko05414 Dilated cardiomyopathy 35/1227 112/7206 0.000189645063755 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 27/1227 79/7206 0.000211200891906 ko05162 Measles 7/1227 120/7206 0.000344332863052 ko04260 Cardiac muscle contraction 31/1227 98/7206 0.000347639780428 ko04964 Proximal tubule bicarbonate reclamation 13/1227 29/7206 0.000434667753906 ko04014 Ras signaling pathway 70/1227 279/7206 0.000457780511134 ko04110 Cell cycle 10/1227 145/7206 0.000478593227146 ko04072 Phospholipase D signaling pathway 53/1227 197/7206 0.000482828175295 ko04064 NF-kappa B signaling pathway 5/1227 96/7206 0.000874964530959 ko05140 Leishmaniasis 3/1227 75/7206 0.000989279005697 ko04626 Plant-pathogen interaction 9/1227 18/7206 0.00130545648831 ko04916 Melanogenesis 39/1227 142/7206 0.00150522592788 ko00330 Arginine and proline metabolism 2/1227 61/7206 0.00173007913935 ko04923 Regulation of lipolysis in adipocytes 24/1227 77/7206 0.00200561967112 ko05161 Hepatitis B 15/1227 173/7206 0.00201689027322 ko04915 Estrogen signaling pathway 36/1227 131/7206 0.00220814444681 ko04630 Jak-STAT signaling pathway 10/1227 132/7206 0.00221054893676 ko04610 Complement and coagulation cascades 4/1227 79/7206 0.00231952594386 ko04146 Peroxisome 5/1227 89/7206 0.00250594656171 ko03420 Nucleotide excision repair 1/1227 46/7206 0.00283980329749 ko04612 Antigen processing and presentation 4/1227 77/7206 0.00332804954079 ko05321 Inflammatory bowel disease (IBD) 2/1227 56/7206 0.00375245718077 ko05205 Proteoglycans in cancer 29/1227 271/7206 0.00382751334891 ko05145 Toxoplasmosis 10/1227 126/7206 0.00399292151598 ko03022 Basal transcription factors 1/1227 44/7206 0.00426373320169 ko05144 Malaria 1/1227 45/7206 0.00435029224922 ko00071 Fatty acid degradation 1/1227 45/7206 0.00435029224922 ko00240 Pyrimidine metabolism 8/1227 110/7206 0.00453300969715 ko04270 Vascular smooth muscle contraction 40/1227 154/7206 0.00458642161816 ko00480 Glutathione metabolism 2/1227 55/7206 0.00579954382747 ko04217 Necroptosis 17/1227 178/7206 0.00613567738402 ko04622 RIG-I-like receptor signaling pathway 3/1227 62/7206 0.00625170645127 ko00310 Lysine degradation 4/1227 73/7206 0.00690875845342 ko00590 Arachidonic acid metabolism 2/1227 52/7206 0.00826821054272 ko04932 Non-alcoholic fatty liver disease (NAFLD) 18/1227 182/7206 0.00903408698047 ko04657 IL-17 signaling pathway 6/1227 87/7206 0.00915723072254 ko05133 Pertussis 6/1227 87/7206 0.00915723072254 ko04912 GnRH signaling pathway 32/1227 122/7206 0.0101625683418 ko05215 Prostate cancer 9/1227 111/7206 0.0103344840854 ko05410 Hypertrophic cardiomyopathy (HCM) 27/1227 100/7206 0.0106146840253 ko05219 Bladder cancer 2/1227 48/7206 0.0117715521263 ko00380 Tryptophan metabolism 2/1227 50/7206 0.0123343374054 ko03018 RNA degradation 6/1227 84/7206 0.0124817572734 ko04710 Circadian rhythm 14/1227 43/7206 0.0126015090261 ko04918 Thyroid hormone synthesis 24/1227 86/7206 0.0130889519505 ko01524 Platinum drug resistance 5/1227 76/7206 0.013111695819 ko03410 Base excision repair 1/1227 38/7206 0.0149536956439 ko04620 Toll-like receptor signaling pathway 8/1227 100/7206 0.0150307591389 ko05131 Shigellosis 6/1227 82/7206 0.0171333618863 ko04214 Apoptosis - fly 5/1227 72/7206 0.0178634248825 ko04930 Type II diabetes mellitus 16/1227 54/7206 0.0180830029323 ko04115 p53 signaling pathway 5/1227 74/7206 0.0183487463454 ko04640 Hematopoietic cell lineage 4/1227 64/7206 0.0183981015994 ko04658 Th1 and Th2 cell differentiation 8/1227 96/7206 0.0197448984923 ko04210 Apoptosis 19/1227 180/7206 0.0203517107776 ko00604 Glycosphingolipid biosynthesis - ganglio series 6/1227 14/7206 0.0209827829523 ko05222 Small cell lung cancer 7/1227 89/7206 0.0219641643357 ko04330 Notch signaling pathway 4/1227 62/7206 0.0258542771388 ko00280 Valine, leucine and isoleucine degradation 3/1227 54/7206 0.0269167299279 ko05166 HTLV-I infection 36/1227 292/7206 0.0314984948322 ko00562 Inositol phosphate metabolism 23/1227 89/7206 0.0325798877175 ko04922 Glucagon signaling pathway 31/1227 128/7206 0.0327772511255 ko04015 Rap1 signaling pathway 61/1227 278/7206 0.0339267373008 ko03320 PPAR signaling pathway 5/1227 69/7206 0.0345152955534 ko04140 Autophagy - animal 18/1227 164/7206 0.0355298728722 ko04114 Oocyte meiosis 33/1227 139/7206 0.0397516075483 ko01200 Carbon metabolism 13/1227 128/7206 0.042640289697 ko05340 Primary immunodeficiency 1/1227 30/7206 0.0486752192278 ko05120 Epithelial cell signaling in Helicobacter pylori infection 23/1227 92/7206 0.0496289581261