ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 190/1163 423/7206 1.51202605797e-47 ko04724 Glutamatergic synapse 88/1163 152/7206 1.95844071511e-32 ko05033 Nicotine addiction 48/1163 56/7206 1.57256360881e-30 ko04713 Circadian entrainment 76/1163 136/7206 9.71764719338e-27 ko05032 Morphine addiction 64/1163 110/7206 5.33226005572e-24 ko04727 GABAergic synapse 63/1163 110/7206 3.98129178594e-23 ko04728 Dopaminergic synapse 85/1163 185/7206 4.30438029748e-22 ko04725 Cholinergic synapse 74/1163 160/7206 1.44001624141e-19 ko04721 Synaptic vesicle cycle 48/1163 80/7206 4.53976751082e-19 ko04723 Retrograde endocannabinoid signaling 76/1163 175/7206 4.35500892686e-18 ko04911 Insulin secretion 59/1163 117/7206 4.40465119621e-18 ko04024 cAMP signaling pathway 100/1163 279/7206 2.89725832412e-16 ko04020 Calcium signaling pathway 95/1163 265/7206 2.0292148683e-15 ko04742 Taste transduction 37/1163 61/7206 3.34738438941e-15 ko04744 Phototransduction 27/1163 36/7206 6.74433831884e-15 ko04726 Serotonergic synapse 59/1163 137/7206 4.20205090788e-14 ko04740 Olfactory transduction 42/1163 80/7206 5.09939272992e-14 ko04921 Oxytocin signaling pathway 76/1163 209/7206 4.99916153124e-13 ko05031 Amphetamine addiction 42/1163 91/7206 1.33400904766e-11 ko04261 Adrenergic signaling in cardiomyocytes 71/1163 205/7206 5.31519049489e-11 ko04970 Salivary secretion 42/1163 95/7206 7.46648453755e-11 ko04720 Long-term potentiation 43/1163 99/7206 8.97544177174e-11 ko03040 Spliceosome 1/1163 145/7206 3.14614465151e-10 ko05203 Viral carcinogenesis 12/1163 277/7206 9.78203582278e-10 ko05030 Cocaine addiction 32/1163 73/7206 1.78087097746e-08 ko04925 Aldosterone synthesis and secretion 41/1163 105/7206 1.95046288555e-08 ko05168 Herpes simplex infection 6/1163 182/7206 5.56978973714e-08 ko04360 Axon guidance 70/1163 233/7206 6.0475137369e-08 ko04971 Gastric acid secretion 38/1163 98/7206 7.72459012911e-08 ko03013 RNA transport 5/1163 166/7206 8.70210555515e-08 ko04060 Cytokine-cytokine receptor interaction 9/1163 191/7206 1.20807738542e-06 ko04621 NOD-like receptor signaling pathway 6/1163 157/7206 1.60160916149e-06 ko04022 cGMP-PKG signaling pathway 62/1163 216/7206 2.08150176362e-06 ko05322 Systemic lupus erythematosus 6/1163 151/7206 5.06019949204e-06 ko04972 Pancreatic secretion 37/1163 111/7206 6.21049205725e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 28/1163 74/7206 7.02462819402e-06 ko05164 Influenza A 8/1163 167/7206 9.19190518054e-06 ko04514 Cell adhesion molecules (CAMs) 41/1163 130/7206 1.0144650207e-05 ko04610 Complement and coagulation cascades 1/1163 79/7206 2.0626171083e-05 ko03008 Ribosome biogenesis in eukaryotes 1/1163 79/7206 2.0626171083e-05 ko04745 Phototransduction - fly 17/1163 38/7206 2.95132960579e-05 ko04120 Ubiquitin mediated proteolysis 6/1163 138/7206 3.10990829745e-05 ko04010 MAPK signaling pathway 80/1163 321/7206 3.4648073751e-05 ko04141 Protein processing in endoplasmic reticulum 11/1163 184/7206 3.99218137062e-05 ko04260 Cardiac muscle contraction 32/1163 98/7206 4.30209840763e-05 ko04540 Gap junction 39/1163 128/7206 4.59050613639e-05 ko04730 Long-term depression 27/1163 78/7206 6.37746605245e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 27/1163 79/7206 7.50350797971e-05 ko04976 Bile secretion 27/1163 80/7206 9.01540668531e-05 ko04924 Renin secretion 28/1163 86/7206 0.00015694901598 ko04961 Endocrine and other factor-regulated calcium reabsorption 21/1163 59/7206 0.000236712461052 ko04964 Proximal tubule bicarbonate reclamation 13/1163 29/7206 0.000251606309872 ko05140 Leishmaniasis 2/1163 75/7206 0.000386298366449 ko04064 NF-kappa B signaling pathway 4/1163 96/7206 0.000406044306993 ko04750 Inflammatory mediator regulation of TRP channels 35/1163 122/7206 0.000426582654518 ko05205 Proteoglycans in cancer 24/1163 271/7206 0.000524109942537 ko04110 Cell cycle 9/1163 145/7206 0.000534363230798 ko04014 Ras signaling pathway 67/1163 279/7206 0.000618221277401 ko04072 Phospholipase D signaling pathway 50/1163 197/7206 0.000766457326363 ko05162 Measles 7/1163 120/7206 0.000996815346298 ko04070 Phosphatidylinositol signaling system 32/1163 112/7206 0.00102127591558 ko05169 Epstein-Barr virus infection 17/1163 206/7206 0.00103228148803 ko05161 Hepatitis B 13/1163 173/7206 0.00108095396488 ko04146 Peroxisome 4/1163 89/7206 0.0012074156909 ko04966 Collecting duct acid secretion 11/1163 26/7206 0.00135788615575 ko04612 Antigen processing and presentation 3/1163 77/7206 0.0015332012526 ko05414 Dilated cardiomyopathy 31/1163 112/7206 0.00170898089882 ko00590 Arachidonic acid metabolism 1/1163 52/7206 0.00198225574628 ko04932 Non-alcoholic fatty liver disease (NAFLD) 15/1163 182/7206 0.00211462969892 ko04371 Apelin signaling pathway 44/1163 177/7206 0.00252850224542 ko04214 Apoptosis - fly 3/1163 72/7206 0.00321478201908 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1163 14/7206 0.00337074733881 ko00240 Pyrimidine metabolism 7/1163 110/7206 0.0036587090223 ko05166 HTLV-I infection 30/1163 292/7206 0.00437827297697 ko03420 Nucleotide excision repair 1/1163 46/7206 0.00447020503764 ko05219 Bladder cancer 1/1163 48/7206 0.00467734913048 ko04658 Th1 and Th2 cell differentiation 6/1163 96/7206 0.00501261670155 ko04657 IL-17 signaling pathway 5/1163 87/7206 0.00502551518459 ko05110 Vibrio cholerae infection 19/1163 63/7206 0.00508791350519 ko05321 Inflammatory bowel disease (IBD) 2/1163 56/7206 0.00573850213646 ko03022 Basal transcription factors 1/1163 44/7206 0.00669336347949 ko05144 Malaria 1/1163 45/7206 0.00685842942424 ko00071 Fatty acid degradation 1/1163 45/7206 0.00685842942424 ko04915 Estrogen signaling pathway 33/1163 131/7206 0.0078398236034 ko00280 Valine, leucine and isoleucine degradation 2/1163 54/7206 0.00841139617075 ko00480 Glutathione metabolism 2/1163 55/7206 0.00865826630829 ko05215 Prostate cancer 8/1163 111/7206 0.00868211150648 ko05131 Shigellosis 5/1163 82/7206 0.00971120288092 ko00310 Lysine degradation 4/1163 73/7206 0.00974133759772 ko04630 Jak-STAT signaling pathway 11/1163 132/7206 0.0117676023933 ko04923 Regulation of lipolysis in adipocytes 21/1163 77/7206 0.0119151249805 ko04217 Necroptosis 17/1163 178/7206 0.0131565633642 ko00330 Arginine and proline metabolism 3/1163 61/7206 0.0133390340997 ko04622 RIG-I-like receptor signaling pathway 3/1163 62/7206 0.0137043919085 ko04916 Melanogenesis 34/1163 142/7206 0.0150144050039 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1163 40/7206 0.0154271527464 ko04626 Plant-pathogen interaction 7/1163 18/7206 0.0173210890842 ko05133 Pertussis 6/1163 87/7206 0.0178610480289 ko00380 Tryptophan metabolism 2/1163 50/7206 0.0184279546851 ko01524 Platinum drug resistance 5/1163 76/7206 0.0184368245219 ko05410 Hypertrophic cardiomyopathy (HCM) 25/1163 100/7206 0.019650269292 ko05145 Toxoplasmosis 11/1163 126/7206 0.019998792119 ko00982 Drug metabolism - cytochrome P450 1/1163 37/7206 0.022657309518 ko03410 Base excision repair 1/1163 38/7206 0.0236767158974 ko03018 RNA degradation 6/1163 84/7206 0.024041568065 ko04115 p53 signaling pathway 5/1163 74/7206 0.0252971846135 ko04930 Type II diabetes mellitus 15/1163 54/7206 0.0255564101329 ko00620 Pyruvate metabolism 2/1163 46/7206 0.0256558497183 ko00270 Cysteine and methionine metabolism 2/1163 47/7206 0.0262354232421 ko04640 Hematopoietic cell lineage 4/1163 64/7206 0.0263166651302 ko04620 Toll-like receptor signaling pathway 8/1163 100/7206 0.0273599253694 ko04137 Mitophagy - animal 6/1163 82/7206 0.0328947116373 ko04668 TNF signaling pathway 11/1163 120/7206 0.0334756459985 ko04270 Vascular smooth muscle contraction 35/1163 154/7206 0.0345106982748 ko04973 Carbohydrate digestion and absorption 12/1163 42/7206 0.0352301170832 ko05418 Fluid shear stress and atherosclerosis 18/1163 173/7206 0.0363972225939 ko00600 Sphingolipid metabolism 4/1163 63/7206 0.0370142826636 ko04216 Ferroptosis 2/1163 44/7206 0.0373846907616 ko04210 Apoptosis 19/1163 180/7206 0.0398045342258 ko00562 Inositol phosphate metabolism 22/1163 89/7206 0.0406773463196 ko04140 Autophagy - animal 17/1163 164/7206 0.0412476192885 ko04015 Rap1 signaling pathway 57/1163 278/7206 0.0461569414179 ko04912 GnRH signaling pathway 28/1163 122/7206 0.0463910565557 ko03320 PPAR signaling pathway 5/1163 69/7206 0.0469983131398 ko04218 Cellular senescence 19/1163 177/7206 0.0490709895654 ko05206 MicroRNAs in cancer 19/1163 177/7206 0.0490709895654