ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 205/1225 423/7206 2.5831615223e-54 ko04724 Glutamatergic synapse 92/1225 152/7206 3.5507216763e-34 ko05033 Nicotine addiction 49/1225 56/7206 5.91030675298e-31 ko05032 Morphine addiction 69/1225 110/7206 3.41987456499e-27 ko04713 Circadian entrainment 77/1225 136/7206 4.67833070554e-26 ko04721 Synaptic vesicle cycle 56/1225 80/7206 6.71003823026e-26 ko04727 GABAergic synapse 67/1225 110/7206 2.36405614582e-25 ko04728 Dopaminergic synapse 87/1225 185/7206 7.3927215897e-22 ko04725 Cholinergic synapse 77/1225 160/7206 3.21769363246e-20 ko04024 cAMP signaling pathway 108/1225 279/7206 1.22445003648e-18 ko04020 Calcium signaling pathway 104/1225 265/7206 1.51676108694e-18 ko04723 Retrograde endocannabinoid signaling 78/1225 175/7206 5.67680728545e-18 ko04911 Insulin secretion 60/1225 117/7206 1.06994502572e-17 ko04742 Taste transduction 39/1225 61/7206 2.69361758111e-16 ko04921 Oxytocin signaling pathway 79/1225 209/7206 3.41103908069e-13 ko04726 Serotonergic synapse 59/1225 137/7206 4.41814950615e-13 ko05031 Amphetamine addiction 45/1225 91/7206 7.45506792276e-13 ko04261 Adrenergic signaling in cardiomyocytes 77/1225 205/7206 9.22791337742e-13 ko04744 Phototransduction 25/1225 36/7206 4.11861536681e-12 ko04720 Long-term potentiation 46/1225 99/7206 6.92954139022e-12 ko04360 Axon guidance 82/1225 233/7206 8.51398541275e-12 ko04970 Salivary secretion 44/1225 95/7206 2.28541140787e-11 ko03040 Spliceosome 1/1225 145/7206 7.10929870572e-11 ko05168 Herpes simplex infection 6/1225 182/7206 1.00139902591e-08 ko05030 Cocaine addiction 33/1225 73/7206 1.56980491974e-08 ko04740 Olfactory transduction 35/1225 80/7206 1.64380118615e-08 ko05203 Viral carcinogenesis 16/1225 277/7206 1.92561482454e-08 ko04971 Gastric acid secretion 39/1225 98/7206 7.08257006302e-08 ko04925 Aldosterone synthesis and secretion 40/1225 105/7206 2.30538694465e-07 ko04060 Cytokine-cytokine receptor interaction 9/1225 191/7206 2.59935179111e-07 ko04966 Collecting duct acid secretion 16/1225 26/7206 4.27220989405e-07 ko03013 RNA transport 7/1225 166/7206 5.69599636472e-07 ko05164 Influenza A 7/1225 167/7206 5.80217897133e-07 ko04022 cGMP-PKG signaling pathway 66/1225 216/7206 7.36052595794e-07 ko05014 Amyotrophic lateral sclerosis (ALS) 30/1225 74/7206 1.27545055846e-06 ko04924 Renin secretion 33/1225 86/7206 1.76515647706e-06 ko04010 MAPK signaling pathway 87/1225 321/7206 3.0663188879e-06 ko05110 Vibrio cholerae infection 26/1225 63/7206 4.37233324411e-06 ko04972 Pancreatic secretion 38/1225 111/7206 9.13172564777e-06 ko04120 Ubiquitin mediated proteolysis 6/1225 138/7206 9.35626496857e-06 ko04141 Protein processing in endoplasmic reticulum 11/1225 184/7206 9.8178966144e-06 ko04540 Gap junction 42/1225 128/7206 1.25588519422e-05 ko04745 Phototransduction - fly 18/1225 38/7206 1.35186049894e-05 ko04961 Endocrine and other factor-regulated calcium reabsorption 24/1225 59/7206 1.3655766802e-05 ko04260 Cardiac muscle contraction 34/1225 98/7206 1.78330825606e-05 ko05205 Proteoglycans in cancer 22/1225 271/7206 2.30705546475e-05 ko05322 Systemic lupus erythematosus 8/1225 151/7206 2.38265857783e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1225 79/7206 6.20282017095e-05 ko05169 Epstein-Barr virus infection 15/1225 206/7206 6.4890897903e-05 ko04514 Cell adhesion molecules (CAMs) 40/1225 130/7206 8.46983215994e-05 ko04621 NOD-like receptor signaling pathway 10/1225 157/7206 9.72406527893e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1225 79/7206 0.000111156902781 ko05140 Leishmaniasis 2/1225 75/7206 0.00016196466991 ko04064 NF-kappa B signaling pathway 4/1225 96/7206 0.000182411373791 ko04730 Long-term depression 27/1225 78/7206 0.000184887056861 ko05414 Dilated cardiomyopathy 35/1225 112/7206 0.000186308102341 ko04070 Phosphatidylinositol signaling system 35/1225 112/7206 0.000186308102341 ko04014 Ras signaling pathway 70/1225 279/7206 0.000448792451467 ko04110 Cell cycle 10/1225 145/7206 0.000478763449848 ko05162 Measles 7/1225 120/7206 0.000499460894322 ko04146 Peroxisome 4/1225 89/7206 0.000549992416849 ko04976 Bile secretion 26/1225 80/7206 0.000766511059774 ko00604 Glycosphingolipid biosynthesis - ganglio series 8/1225 14/7206 0.000777968021727 ko00480 Glutathione metabolism 1/1225 55/7206 0.000846916142302 ko05161 Hepatitis B 14/1225 173/7206 0.000954851263432 ko04640 Hematopoietic cell lineage 2/1225 64/7206 0.00118446585547 ko00590 Arachidonic acid metabolism 1/1225 52/7206 0.00125150228641 ko00240 Pyrimidine metabolism 7/1225 110/7206 0.00130342744568 ko04750 Inflammatory mediator regulation of TRP channels 35/1225 122/7206 0.0013753854352 ko04072 Phospholipase D signaling pathway 51/1225 197/7206 0.00140621961132 ko04915 Estrogen signaling pathway 36/1225 131/7206 0.00217271044629 ko04630 Jak-STAT signaling pathway 10/1225 132/7206 0.00221187205717 ko03420 Nucleotide excision repair 1/1225 46/7206 0.00284833802519 ko00260 Glycine, serine and threonine metabolism 1/1225 48/7206 0.00296598921534 ko01524 Platinum drug resistance 4/1225 76/7206 0.00330530160846 ko04612 Antigen processing and presentation 4/1225 77/7206 0.00332464081322 ko04932 Non-alcoholic fatty liver disease (NAFLD) 17/1225 182/7206 0.00368355158722 ko05321 Inflammatory bowel disease (IBD) 2/1225 56/7206 0.00375460473273 ko03022 Basal transcription factors 1/1225 44/7206 0.00427038825767 ko05144 Malaria 1/1225 45/7206 0.00434417527943 ko00071 Fatty acid degradation 1/1225 45/7206 0.00434417527943 ko04620 Toll-like receptor signaling pathway 7/1225 100/7206 0.00468835520974 ko03018 RNA degradation 5/1225 84/7206 0.00491991379637 ko05145 Toxoplasmosis 10/1225 126/7206 0.00548977035442 ko04964 Proximal tubule bicarbonate reclamation 11/1225 29/7206 0.00575943891826 ko04140 Autophagy - animal 15/1225 164/7206 0.0059310264821 ko04626 Plant-pathogen interaction 8/1225 18/7206 0.00598217686035 ko04622 RIG-I-like receptor signaling pathway 3/1225 62/7206 0.00626391694121 ko04214 Apoptosis - fly 4/1225 72/7206 0.00667837664343 ko04210 Apoptosis 18/1225 180/7206 0.00894197365381 ko00330 Arginine and proline metabolism 3/1225 61/7206 0.00914794895202 ko04657 IL-17 signaling pathway 6/1225 87/7206 0.00915074075261 ko05133 Pertussis 6/1225 87/7206 0.00915074075261 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1225 40/7206 0.00978223000935 ko04371 Apelin signaling pathway 43/1225 177/7206 0.0112200593086 ko04918 Thyroid hormone synthesis 24/1225 86/7206 0.0130319928095 ko04923 Regulation of lipolysis in adipocytes 22/1225 77/7206 0.0134798127378 ko04015 Rap1 signaling pathway 63/1225 278/7206 0.0142695683718 ko00982 Drug metabolism - cytochrome P450 1/1225 37/7206 0.014509641702 ko00630 Glyoxylate and dicarboxylate metabolism 1/1225 38/7206 0.0149263140066 ko05131 Shigellosis 6/1225 82/7206 0.0171168231593 ko00620 Pyruvate metabolism 2/1225 46/7206 0.0171552957884 ko00270 Cysteine and methionine metabolism 2/1225 47/7206 0.0175051115087 ko00310 Lysine degradation 5/1225 73/7206 0.0179340801585 ko05418 Fluid shear stress and atherosclerosis 18/1225 173/7206 0.0181352663266 ko04115 p53 signaling pathway 5/1225 74/7206 0.0183009012092 ko04658 Th1 and Th2 cell differentiation 8/1225 96/7206 0.0197631702548 ko05215 Prostate cancer 10/1225 111/7206 0.0215523603622 ko00640 Propanoate metabolism 1/1225 34/7206 0.021723494424 ko05410 Hypertrophic cardiomyopathy (HCM) 26/1225 100/7206 0.0218369008774 ko05222 Small cell lung cancer 7/1225 89/7206 0.0219061647149 ko05120 Epithelial cell signaling in Helicobacter pylori infection 24/1225 92/7206 0.0248909329381 ko04912 GnRH signaling pathway 30/1225 122/7206 0.0285637030182 ko00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 9/1225 26/7206 0.0307600885383 ko05166 HTLV-I infection 36/1225 292/7206 0.0314418863681 ko04916 Melanogenesis 34/1225 142/7206 0.031590616196 ko03320 PPAR signaling pathway 5/1225 69/7206 0.0344307864973 ko05034 Alcoholism 53/1225 238/7206 0.0347071454873 ko00140 Steroid hormone biosynthesis 2/1225 41/7206 0.03598941522 ko00380 Tryptophan metabolism 3/1225 50/7206 0.0365788467972 ko00983 Drug metabolism - other enzymes 2/1225 42/7206 0.036673204808 ko04933 AGE-RAGE signaling pathway in diabetic complications 14/1225 135/7206 0.0372151122709 ko04668 TNF signaling pathway 12/1225 120/7206 0.0373061791356 ko05212 Pancreatic cancer 7/1225 83/7206 0.0384929023023 ko04270 Vascular smooth muscle contraction 36/1225 154/7206 0.0389499720421 ko05206 MicroRNAs in cancer 20/1225 177/7206 0.0423337541329 ko01200 Carbon metabolism 13/1225 128/7206 0.0425473357444 ko04510 Focal adhesion 29/1225 240/7206 0.0438802406454 ko04350 TGF-beta signaling pathway 10/1225 103/7206 0.0472782541325 ko05320 Autoimmune thyroid disease 1/1225 29/7206 0.0483656276912