ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 206/1280 423/7206 1.2421038162e-51 ko04724 Glutamatergic synapse 94/1280 152/7206 2.2385222482e-34 ko05033 Nicotine addiction 50/1280 56/7206 1.44279066169e-31 ko05032 Morphine addiction 71/1280 110/7206 7.33702194365e-28 ko04713 Circadian entrainment 80/1280 136/7206 2.99282442741e-27 ko04727 GABAergic synapse 69/1280 110/7206 5.31290179631e-26 ko04721 Synaptic vesicle cycle 55/1280 80/7206 7.2510695356e-24 ko04725 Cholinergic synapse 79/1280 160/7206 2.27893198941e-20 ko04728 Dopaminergic synapse 86/1280 185/7206 6.81924990535e-20 ko04024 cAMP signaling pathway 111/1280 279/7206 1.23185023165e-18 ko04723 Retrograde endocannabinoid signaling 80/1280 175/7206 4.95152482472e-18 ko04020 Calcium signaling pathway 105/1280 265/7206 1.66894550631e-17 ko04911 Insulin secretion 59/1280 117/7206 4.75998374698e-16 ko04742 Taste transduction 39/1280 61/7206 1.25970018347e-15 ko04921 Oxytocin signaling pathway 85/1280 209/7206 3.69360521736e-15 ko04744 Phototransduction 28/1280 36/7206 5.25422921578e-15 ko04726 Serotonergic synapse 62/1280 137/7206 5.47763266639e-14 ko04720 Long-term potentiation 49/1280 99/7206 3.8272857109e-13 ko04740 Olfactory transduction 42/1280 80/7206 1.48975277045e-12 ko04970 Salivary secretion 46/1280 95/7206 5.49308468825e-12 ko05031 Amphetamine addiction 44/1280 91/7206 1.70030954852e-11 ko04261 Adrenergic signaling in cardiomyocytes 76/1280 205/7206 2.49610200605e-11 ko03040 Spliceosome 1/1280 145/7206 2.73337614809e-11 ko05203 Viral carcinogenesis 16/1280 277/7206 4.4501443336e-09 ko04971 Gastric acid secretion 42/1280 98/7206 5.18172367727e-09 ko05168 Herpes simplex infection 7/1280 182/7206 1.78164791921e-08 ko04925 Aldosterone synthesis and secretion 43/1280 105/7206 1.8822759964e-08 ko04360 Axon guidance 75/1280 233/7206 6.52159118612e-08 ko04060 Cytokine-cytokine receptor interaction 9/1280 191/7206 7.74507006096e-08 ko04022 cGMP-PKG signaling pathway 70/1280 216/7206 1.082411567e-07 ko04540 Gap junction 48/1280 128/7206 1.17339125336e-07 ko03013 RNA transport 7/1280 166/7206 1.66587217292e-07 ko05030 Cocaine addiction 31/1280 73/7206 6.77031886808e-07 ko04966 Collecting duct acid secretion 16/1280 26/7206 7.95494207671e-07 ko04924 Renin secretion 34/1280 86/7206 2.34944396462e-06 ko05164 Influenza A 9/1280 167/7206 2.86666655294e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 30/1280 74/7206 3.76432540668e-06 ko04972 Pancreatic secretion 40/1280 111/7206 3.77072205752e-06 ko05322 Systemic lupus erythematosus 8/1280 151/7206 7.55537999531e-06 ko04621 NOD-like receptor signaling pathway 9/1280 157/7206 1.16058339916e-05 ko04141 Protein processing in endoplasmic reticulum 12/1280 184/7206 1.31663866425e-05 ko04120 Ubiquitin mediated proteolysis 7/1280 138/7206 1.39804575615e-05 ko05110 Vibrio cholerae infection 26/1280 63/7206 1.42390132318e-05 ko04260 Cardiac muscle contraction 35/1280 98/7206 2.28228002903e-05 ko04976 Bile secretion 30/1280 80/7206 2.3410803114e-05 ko04745 Phototransduction - fly 18/1280 38/7206 2.52577056105e-05 ko04010 MAPK signaling pathway 86/1280 321/7206 3.63951775302e-05 ko04730 Long-term depression 29/1280 78/7206 3.80903566691e-05 ko04961 Endocrine and other factor-regulated calcium reabsorption 24/1280 59/7206 3.84670655796e-05 ko05169 Epstein-Barr virus infection 16/1280 206/7206 4.18652351139e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1280 79/7206 4.50117440005e-05 ko05162 Measles 6/1280 120/7206 5.28985186562e-05 ko04514 Cell adhesion molecules (CAMs) 42/1280 130/7206 6.19575037186e-05 ko04070 Phosphatidylinositol signaling system 37/1280 112/7206 8.44582505622e-05 ko05140 Leishmaniasis 2/1280 75/7206 0.000101476821005 ko04750 Inflammatory mediator regulation of TRP channels 39/1280 122/7206 0.000111026744992 ko04064 NF-kappa B signaling pathway 4/1280 96/7206 0.000121536673697 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1280 79/7206 0.000153010075901 ko05205 Proteoglycans in cancer 26/1280 271/7206 0.000177568840998 ko05414 Dilated cardiomyopathy 36/1280 112/7206 0.00023750532346 ko04110 Cell cycle 10/1280 145/7206 0.000245669820243 ko04371 Apelin signaling pathway 51/1280 177/7206 0.00029360745605 ko04915 Estrogen signaling pathway 40/1280 131/7206 0.000300675257404 ko04626 Plant-pathogen interaction 10/1280 18/7206 0.000330854435951 ko04146 Peroxisome 4/1280 89/7206 0.00037431718754 ko00520 Amino sugar and nucleotide sugar metabolism 1/1280 55/7206 0.000528704039725 ko00480 Glutathione metabolism 1/1280 55/7206 0.000528704039725 ko04014 Ras signaling pathway 72/1280 279/7206 0.000569681477109 ko04072 Phospholipase D signaling pathway 54/1280 197/7206 0.000625027562427 ko04964 Proximal tubule bicarbonate reclamation 13/1280 29/7206 0.000664576691357 ko04214 Apoptosis - fly 3/1280 72/7206 0.000942951153789 ko00604 Glycosphingolipid biosynthesis - ganglio series 8/1280 14/7206 0.00105525557427 ko04923 Regulation of lipolysis in adipocytes 25/1280 77/7206 0.00148406630175 ko04610 Complement and coagulation cascades 4/1280 79/7206 0.00158124158436 ko04612 Antigen processing and presentation 4/1280 77/7206 0.0022986148688 ko00240 Pyrimidine metabolism 8/1280 110/7206 0.00232932035603 ko05161 Hepatitis B 16/1280 173/7206 0.00234914358893 ko05321 Inflammatory bowel disease (IBD) 2/1280 56/7206 0.00244314324368 ko05144 Malaria 1/1280 45/7206 0.00272590788543 ko00071 Fatty acid degradation 1/1280 45/7206 0.00272590788543 ko03420 Nucleotide excision repair 1/1280 46/7206 0.00284659739347 ko00310 Lysine degradation 4/1280 73/7206 0.00316972994085 ko04622 RIG-I-like receptor signaling pathway 3/1280 62/7206 0.00418417528159 ko03022 Basal transcription factors 1/1280 44/7206 0.00440486332583 ko05166 HTLV-I infection 34/1280 292/7206 0.00474799821398 ko04668 TNF signaling pathway 10/1280 120/7206 0.00521446396687 ko00590 Arachidonic acid metabolism 2/1280 52/7206 0.00539605856889 ko04912 GnRH signaling pathway 34/1280 122/7206 0.00559477571098 ko05145 Toxoplasmosis 11/1280 126/7206 0.00641557629346 ko04657 IL-17 signaling pathway 6/1280 87/7206 0.006639352486 ko03018 RNA degradation 6/1280 84/7206 0.00897968076509 ko04115 p53 signaling pathway 5/1280 74/7206 0.00905474932749 ko01524 Platinum drug resistance 5/1280 76/7206 0.00937207396691 ko00630 Glyoxylate and dicarboxylate metabolism 1/1280 38/7206 0.00938676063711 ko05131 Shigellosis 6/1280 82/7206 0.0124914902376 ko04922 Glucagon signaling pathway 34/1280 128/7206 0.0136125463351 ko00500 Starch and sucrose metabolism 1/1280 35/7206 0.0140723589444 ko04916 Melanogenesis 37/1280 142/7206 0.0140989261665 ko04658 Th1 and Th2 cell differentiation 8/1280 96/7206 0.0146581193052 ko04630 Jak-STAT signaling pathway 13/1280 132/7206 0.0152948471851 ko05133 Pertussis 7/1280 87/7206 0.0156227368251 ko05418 Fluid shear stress and atherosclerosis 19/1280 173/7206 0.0156462640047 ko00562 Inositol phosphate metabolism 25/1280 89/7206 0.0166319247508 ko04620 Toll-like receptor signaling pathway 9/1280 100/7206 0.0175926443007 ko04270 Vascular smooth muscle contraction 39/1280 154/7206 0.0184562844454 ko04978 Mineral absorption 13/1280 40/7206 0.0212037238439 ko05206 MicroRNAs in cancer 20/1280 177/7206 0.0217203163929 ko04932 Non-alcoholic fatty liver disease (NAFLD) 21/1280 182/7206 0.0238541460941 ko05410 Hypertrophic cardiomyopathy (HCM) 27/1280 100/7206 0.0239892343471 ko05217 Basal cell carcinoma 5/1280 68/7206 0.0242442319477 ko04015 Rap1 signaling pathway 64/1280 278/7206 0.0246810338792 ko05222 Small cell lung cancer 8/1280 89/7206 0.0256368227105 ko04640 Hematopoietic cell lineage 5/1280 64/7206 0.032810904361 ko00980 Metabolism of xenobiotics by cytochrome P450 2/1280 40/7206 0.0356186907446 ko00533 Glycosaminoglycan biosynthesis - keratan sulfate 6/1280 15/7206 0.036331714186 ko04350 TGF-beta signaling pathway 10/1280 103/7206 0.0365168850001 ko04217 Necroptosis 21/1280 178/7206 0.0365681281097 ko05231 Choline metabolism in cancer 33/1280 134/7206 0.0400138981808 ko04114 Oocyte meiosis 34/1280 139/7206 0.0432229457922 ko04330 Notch signaling pathway 5/1280 62/7206 0.0446983366385 ko00600 Sphingolipid metabolism 5/1280 63/7206 0.0451976356987 ko05132 Salmonella infection 10/1280 98/7206 0.0463914830229 ko05034 Alcoholism 54/1280 238/7206 0.0472079696443 ko05320 Autoimmune thyroid disease 1/1280 29/7206 0.0480267938917 ko00280 Valine, leucine and isoleucine degradation 4/1280 54/7206 0.0480686470574