ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 204/1229 423/7206 2.44076920847e-53 ko04724 Glutamatergic synapse 91/1229 152/7206 3.66915179126e-33 ko05033 Nicotine addiction 49/1229 56/7206 6.92456604034e-31 ko04727 GABAergic synapse 71/1229 110/7206 5.22810647209e-29 ko05032 Morphine addiction 71/1229 110/7206 5.22810647209e-29 ko04713 Circadian entrainment 77/1229 136/7206 5.83057759414e-26 ko04728 Dopaminergic synapse 86/1229 185/7206 4.22809732969e-21 ko04723 Retrograde endocannabinoid signaling 82/1229 175/7206 1.94461657515e-20 ko04725 Cholinergic synapse 77/1229 160/7206 3.94699986044e-20 ko04721 Synaptic vesicle cycle 50/1229 80/7206 7.56265587046e-20 ko04726 Serotonergic synapse 66/1229 137/7206 1.9225291009e-17 ko04742 Taste transduction 40/1229 61/7206 3.2925101396e-17 ko04911 Insulin secretion 59/1229 117/7206 6.64473833891e-17 ko04020 Calcium signaling pathway 100/1229 265/7206 2.3701176184e-16 ko04744 Phototransduction 28/1229 36/7206 1.77493361065e-15 ko04024 cAMP signaling pathway 100/1229 279/7206 1.38924948189e-14 ko04921 Oxytocin signaling pathway 79/1229 209/7206 3.76533465474e-13 ko04740 Olfactory transduction 41/1229 80/7206 1.95887901541e-12 ko05031 Amphetamine addiction 42/1229 91/7206 8.37864541601e-11 ko04970 Salivary secretion 43/1229 95/7206 1.09537132772e-10 ko04720 Long-term potentiation 44/1229 99/7206 1.39330036998e-10 ko03040 Spliceosome 2/1229 145/7206 9.64848525924e-10 ko04261 Adrenergic signaling in cardiomyocytes 70/1229 205/7206 2.13493695264e-09 ko04925 Aldosterone synthesis and secretion 42/1229 105/7206 1.99059087761e-08 ko05168 Herpes simplex infection 7/1229 182/7206 6.28816354609e-08 ko04971 Gastric acid secretion 39/1229 98/7206 7.59490408347e-08 ko04966 Collecting duct acid secretion 16/1229 26/7206 4.47467107559e-07 ko03013 RNA transport 7/1229 166/7206 5.68612089133e-07 ko05322 Systemic lupus erythematosus 6/1229 151/7206 9.84004450933e-07 ko05203 Viral carcinogenesis 20/1229 277/7206 1.7999396293e-06 ko04621 NOD-like receptor signaling pathway 7/1229 157/7206 2.5561088176e-06 ko04745 Phototransduction - fly 19/1229 38/7206 2.95590294512e-06 ko05030 Cocaine addiction 29/1229 73/7206 4.43595843534e-06 ko04972 Pancreatic secretion 39/1229 111/7206 4.73200527156e-06 ko04514 Cell adhesion molecules (CAMs) 43/1229 130/7206 8.54558861582e-06 ko05164 Influenza A 9/1229 167/7206 8.99397441699e-06 ko04120 Ubiquitin mediated proteolysis 6/1229 138/7206 9.47141026767e-06 ko04110 Cell cycle 7/1229 145/7206 1.05109409362e-05 ko04360 Axon guidance 66/1229 233/7206 1.21734453595e-05 ko04060 Cytokine-cytokine receptor interaction 12/1229 191/7206 1.39651242396e-05 ko05014 Amyotrophic lateral sclerosis (ALS) 28/1229 74/7206 1.56236545664e-05 ko04730 Long-term depression 28/1229 78/7206 5.2685440372e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1229 79/7206 6.51587546144e-05 ko04022 cGMP-PKG signaling pathway 60/1229 216/7206 6.68302057336e-05 ko04540 Gap junction 40/1229 128/7206 6.97617106436e-05 ko04010 MAPK signaling pathway 82/1229 321/7206 9.76209955529e-05 ko04070 Phosphatidylinositol signaling system 36/1229 112/7206 0.000107678928633 ko03008 Ribosome biogenesis in eukaryotes 2/1229 79/7206 0.000112110584863 ko04612 Antigen processing and presentation 2/1229 77/7206 0.000172134426976 ko04141 Protein processing in endoplasmic reticulum 14/1229 184/7206 0.000220639984548 ko04750 Inflammatory mediator regulation of TRP channels 37/1229 122/7206 0.000236039117942 ko04976 Bile secretion 27/1229 80/7206 0.000249692669498 ko05110 Vibrio cholerae infection 23/1229 63/7206 0.000261003633676 ko05162 Measles 7/1229 120/7206 0.000342936331828 ko04260 Cardiac muscle contraction 31/1229 98/7206 0.00035356105088 ko04610 Complement and coagulation cascades 3/1229 79/7206 0.000465015366325 ko04072 Phospholipase D signaling pathway 53/1229 197/7206 0.000487534906866 ko04146 Peroxisome 4/1229 89/7206 0.00054931369945 ko05169 Epstein-Barr virus infection 18/1229 206/7206 0.000682476258693 ko04064 NF-kappa B signaling pathway 5/1229 96/7206 0.000876613028018 ko05414 Dilated cardiomyopathy 33/1229 112/7206 0.000918258541678 ko05205 Proteoglycans in cancer 27/1229 271/7206 0.000962483894777 ko05140 Leishmaniasis 3/1229 75/7206 0.000989010089625 ko00590 Arachidonic acid metabolism 1/1229 52/7206 0.00125357138092 ko04964 Proximal tubule bicarbonate reclamation 12/1229 29/7206 0.00172437106274 ko05161 Hepatitis B 15/1229 173/7206 0.00201680976596 ko05166 HTLV-I infection 31/1229 292/7206 0.00243459619524 ko04014 Ras signaling pathway 67/1229 279/7206 0.00256356204238 ko03420 Nucleotide excision repair 1/1229 46/7206 0.00283190495895 ko05016 Huntington's disease 21/1229 215/7206 0.00307457246135 ko04930 Type II diabetes mellitus 18/1229 54/7206 0.00313332251329 ko05145 Toxoplasmosis 10/1229 126/7206 0.00398347872136 ko03022 Basal transcription factors 1/1229 44/7206 0.00425794190789 ko05144 Malaria 1/1229 45/7206 0.00435733853436 ko00071 Fatty acid degradation 1/1229 45/7206 0.00435733853436 ko04961 Endocrine and other factor-regulated calcium reabsorption 19/1229 59/7206 0.00452281192107 ko00240 Pyrimidine metabolism 8/1229 110/7206 0.00454295496276 ko04270 Vascular smooth muscle contraction 40/1229 154/7206 0.00463631785453 ko00310 Lysine degradation 4/1229 73/7206 0.00468838927798 ko04915 Estrogen signaling pathway 35/1229 131/7206 0.00469046616502 ko05131 Shigellosis 5/1229 82/7206 0.0048138489153 ko04630 Jak-STAT signaling pathway 11/1229 132/7206 0.00493269763094 ko04924 Renin secretion 25/1229 86/7206 0.00552986266238 ko04626 Plant-pathogen interaction 8/1229 18/7206 0.00610600458283 ko04330 Notch signaling pathway 3/1229 62/7206 0.00624118476744 ko04622 RIG-I-like receptor signaling pathway 3/1229 62/7206 0.00624118476744 ko04371 Apelin signaling pathway 44/1229 177/7206 0.00815672969105 ko04658 Th1 and Th2 cell differentiation 7/1229 96/7206 0.00879838219871 ko04657 IL-17 signaling pathway 6/1229 87/7206 0.00916701376475 ko05133 Pertussis 6/1229 87/7206 0.00916701376475 ko05219 Bladder cancer 2/1229 48/7206 0.0117532623425 ko03018 RNA degradation 6/1229 84/7206 0.0124814396808 ko04710 Circadian rhythm 14/1229 43/7206 0.012698068305 ko04918 Thyroid hormone synthesis 24/1229 86/7206 0.0131502070122 ko04923 Regulation of lipolysis in adipocytes 22/1229 77/7206 0.0135871649333 ko00630 Glyoxylate and dicarboxylate metabolism 1/1229 38/7206 0.0149831200092 ko04932 Non-alcoholic fatty liver disease (NAFLD) 19/1229 182/7206 0.0161376193149 ko04916 Melanogenesis 35/1229 142/7206 0.0179963244825 ko05321 Inflammatory bowel disease (IBD) 3/1229 56/7206 0.0186763673798 ko04960 Aldosterone-regulated sodium reabsorption 13/1229 41/7206 0.0199160144539 ko04217 Necroptosis 19/1229 178/7206 0.0201091651467 ko04912 GnRH signaling pathway 31/1229 122/7206 0.0202124291685 ko04210 Apoptosis 19/1229 180/7206 0.0204149537086 ko00604 Glycosphingolipid biosynthesis - ganglio series 6/1229 14/7206 0.0211435480111 ko05215 Prostate cancer 10/1229 111/7206 0.0215384187729 ko00860 Porphyrin and chlorophyll metabolism 1/1229 34/7206 0.021662979143 ko05410 Hypertrophic cardiomyopathy (HCM) 26/1229 100/7206 0.0221564312236 ko04973 Carbohydrate digestion and absorption 13/1229 42/7206 0.0228102448489 ko04922 Glucagon signaling pathway 32/1229 128/7206 0.0233949336269 ko00280 Valine, leucine and isoleucine degradation 3/1229 54/7206 0.026992880487 ko05220 Chronic myeloid leukemia 7/1229 85/7206 0.02875292939 ko05418 Fluid shear stress and atherosclerosis 19/1229 173/7206 0.031325740452 ko04620 Toll-like receptor signaling pathway 9/1229 100/7206 0.031354184598 ko05200 Pathways in cancer 67/1229 492/7206 0.0348043244979 ko01212 Fatty acid metabolism 4/1229 60/7206 0.0364159876404 ko00230 Purine metabolism 44/1229 194/7206 0.0416187495999 ko04115 p53 signaling pathway 6/1229 74/7206 0.0421564484047 ko05320 Autoimmune thyroid disease 1/1229 29/7206 0.0482541585761 ko05340 Primary immunodeficiency 1/1229 30/7206 0.0486958801888 ko05202 Transcriptional misregulation in cancer 22/1229 188/7206 0.0491804398195