ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 207/1249 423/7206 2.99898266542e-54 ko04724 Glutamatergic synapse 91/1249 152/7206 1.37711973659e-32 ko05033 Nicotine addiction 49/1249 56/7206 1.51634413965e-30 ko05032 Morphine addiction 69/1249 110/7206 1.15230705793e-26 ko04713 Circadian entrainment 77/1249 136/7206 1.72996061613e-25 ko04721 Synaptic vesicle cycle 56/1249 80/7206 1.85515812927e-25 ko04727 GABAergic synapse 66/1249 110/7206 5.80741109772e-24 ko04728 Dopaminergic synapse 87/1249 185/7206 2.87792648642e-21 ko04725 Cholinergic synapse 77/1249 160/7206 1.08152338439e-19 ko04024 cAMP signaling pathway 110/1249 279/7206 4.87366893004e-19 ko04723 Retrograde endocannabinoid signaling 77/1249 175/7206 7.38834192579e-17 ko04911 Insulin secretion 58/1249 117/7206 7.27578545045e-16 ko04020 Calcium signaling pathway 100/1249 265/7206 8.32194264513e-16 ko04742 Taste transduction 38/1249 61/7206 4.47193729426e-15 ko04744 Phototransduction 27/1249 36/7206 4.1790669174e-14 ko04921 Oxytocin signaling pathway 80/1249 209/7206 2.7196665188e-13 ko04726 Serotonergic synapse 60/1249 137/7206 2.73267332439e-13 ko04720 Long-term potentiation 47/1249 99/7206 3.1752450582e-12 ko04740 Olfactory transduction 41/1249 80/7206 3.38214246987e-12 ko04261 Adrenergic signaling in cardiomyocytes 76/1249 205/7206 7.11764837822e-12 ko05031 Amphetamine addiction 44/1249 91/7206 7.19827497805e-12 ko03040 Spliceosome 1/1249 145/7206 4.30465857837e-11 ko04970 Salivary secretion 44/1249 95/7206 4.46588255807e-11 ko04360 Axon guidance 77/1249 233/7206 3.20598476379e-09 ko04925 Aldosterone synthesis and secretion 43/1249 105/7206 1.01104741741e-08 ko05030 Cocaine addiction 33/1249 73/7206 2.57416295166e-08 ko05168 Herpes simplex infection 7/1249 182/7206 2.67201561932e-08 ko04060 Cytokine-cytokine receptor interaction 8/1249 191/7206 3.31639133646e-08 ko05203 Viral carcinogenesis 17/1249 277/7206 3.78597344066e-08 ko04966 Collecting duct acid secretion 17/1249 26/7206 6.72402091464e-08 ko04971 Gastric acid secretion 39/1249 98/7206 1.10840872127e-07 ko04022 cGMP-PKG signaling pathway 69/1249 216/7206 1.19196335858e-07 ko03013 RNA transport 7/1249 166/7206 3.78721334745e-07 ko04924 Renin secretion 34/1249 86/7206 8.87251939784e-07 ko05164 Influenza A 8/1249 167/7206 1.32449741198e-06 ko04540 Gap junction 44/1249 128/7206 2.61044255051e-06 ko04621 NOD-like receptor signaling pathway 8/1249 157/7206 5.55752378133e-06 ko04141 Protein processing in endoplasmic reticulum 11/1249 184/7206 6.80430682745e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 29/1249 74/7206 7.1258141039e-06 ko04260 Cardiac muscle contraction 35/1249 98/7206 1.03458605758e-05 ko04514 Cell adhesion molecules (CAMs) 43/1249 130/7206 1.05340291763e-05 ko05322 Systemic lupus erythematosus 8/1249 151/7206 1.64761401348e-05 ko04120 Ubiquitin mediated proteolysis 7/1249 138/7206 2.08108399068e-05 ko05110 Vibrio cholerae infection 25/1249 63/7206 2.7314580363e-05 ko05169 Epstein-Barr virus infection 15/1249 206/7206 3.34217897778e-05 ko05205 Proteoglycans in cancer 23/1249 271/7206 3.72437402134e-05 ko04010 MAPK signaling pathway 84/1249 321/7206 5.70613305796e-05 ko04730 Long-term depression 28/1249 78/7206 6.6888259703e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1249 79/7206 7.02406354714e-05 ko04745 Phototransduction - fly 17/1249 38/7206 7.58451836211e-05 ko04961 Endocrine and other factor-regulated calcium reabsorption 23/1249 59/7206 7.60023658099e-05 ko05162 Measles 6/1249 120/7206 7.8071308059e-05 ko04972 Pancreatic secretion 36/1249 111/7206 0.000111005215845 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1249 79/7206 0.000121514698158 ko04976 Bile secretion 28/1249 80/7206 0.000137849953756 ko05140 Leishmaniasis 2/1249 75/7206 0.000160371156534 ko04915 Estrogen signaling pathway 40/1249 131/7206 0.000165399778586 ko04064 NF-kappa B signaling pathway 4/1249 96/7206 0.000184096414262 ko04626 Plant-pathogen interaction 10/1249 18/7206 0.000268367773434 ko04110 Cell cycle 10/1249 145/7206 0.000341728620973 ko05414 Dilated cardiomyopathy 35/1249 112/7206 0.000341944194754 ko00480 Glutathione metabolism 1/1249 55/7206 0.000528836513923 ko04146 Peroxisome 4/1249 89/7206 0.000566041442526 ko04640 Hematopoietic cell lineage 2/1249 64/7206 0.000774162139739 ko00604 Glycosphingolipid biosynthesis - ganglio series 8/1249 14/7206 0.000890395240158 ko04371 Apelin signaling pathway 48/1249 177/7206 0.00117817448827 ko00590 Arachidonic acid metabolism 1/1249 52/7206 0.00128715631282 ko00240 Pyrimidine metabolism 7/1249 110/7206 0.00130655757323 ko04070 Phosphatidylinositol signaling system 33/1249 112/7206 0.00145524417044 ko05161 Hepatitis B 15/1249 173/7206 0.00151147927321 ko04014 Ras signaling pathway 69/1249 279/7206 0.0015713105138 ko04750 Inflammatory mediator regulation of TRP channels 35/1249 122/7206 0.00158580429434 ko00260 Glycine, serine and threonine metabolism 1/1249 48/7206 0.00183932111803 ko04964 Proximal tubule bicarbonate reclamation 12/1249 29/7206 0.00199152576266 ko04072 Phospholipase D signaling pathway 51/1249 197/7206 0.00214932436683 ko03420 Nucleotide excision repair 1/1249 46/7206 0.0027879222877 ko01524 Platinum drug resistance 4/1249 76/7206 0.00330398718025 ko03018 RNA degradation 5/1249 84/7206 0.00339015297223 ko05321 Inflammatory bowel disease (IBD) 2/1249 56/7206 0.00379639623835 ko05145 Toxoplasmosis 10/1249 126/7206 0.00402551047427 ko03022 Basal transcription factors 1/1249 44/7206 0.00424764501502 ko04214 Apoptosis - fly 4/1249 72/7206 0.00461637784756 ko04916 Melanogenesis 38/1249 142/7206 0.00479091600776 ko04923 Regulation of lipolysis in adipocytes 23/1249 77/7206 0.00596376450428 ko00330 Arginine and proline metabolism 3/1249 61/7206 0.00616025327364 ko04622 RIG-I-like receptor signaling pathway 3/1249 62/7206 0.00622891306353 ko04658 Th1 and Th2 cell differentiation 7/1249 96/7206 0.00630547409845 ko00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 10/1249 26/7206 0.00858619347463 ko04612 Antigen processing and presentation 5/1249 77/7206 0.00930938777868 ko00630 Glyoxylate and dicarboxylate metabolism 1/1249 38/7206 0.00956186555322 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1249 40/7206 0.00998970981456 ko04630 Jak-STAT signaling pathway 12/1249 132/7206 0.0102276226125 ko04620 Toll-like receptor signaling pathway 8/1249 100/7206 0.0109458055131 ko05131 Shigellosis 6/1249 82/7206 0.012317278992 ko04115 p53 signaling pathway 5/1249 74/7206 0.0128140048231 ko00310 Lysine degradation 5/1249 73/7206 0.0128197102392 ko05418 Fluid shear stress and atherosclerosis 18/1249 173/7206 0.0142692305012 ko05034 Alcoholism 56/1249 238/7206 0.0144047191162 ko00982 Drug metabolism - cytochrome P450 1/1249 37/7206 0.0145604367611 ko04668 TNF signaling pathway 11/1249 120/7206 0.0147065969802 ko04912 GnRH signaling pathway 32/1249 122/7206 0.0150909473676 ko05410 Hypertrophic cardiomyopathy (HCM) 27/1249 100/7206 0.0157530081604 ko05144 Malaria 2/1249 45/7206 0.0169340752037 ko00071 Fatty acid degradation 2/1249 45/7206 0.0169340752037 ko04270 Vascular smooth muscle contraction 38/1249 154/7206 0.0178769256131 ko00600 Sphingolipid metabolism 4/1249 63/7206 0.0182217512619 ko05206 MicroRNAs in cancer 19/1249 177/7206 0.0201947757903 ko04657 IL-17 signaling pathway 7/1249 87/7206 0.0215161054751 ko05133 Pertussis 7/1249 87/7206 0.0215161054751 ko05166 HTLV-I infection 36/1249 292/7206 0.0217920609708 ko04932 Non-alcoholic fatty liver disease (NAFLD) 20/1249 182/7206 0.022090039628 ko04015 Rap1 signaling pathway 62/1249 278/7206 0.0290051967752 ko04933 AGE-RAGE signaling pathway in diabetic complications 14/1249 135/7206 0.0290551667629 ko00533 Glycosaminoglycan biosynthesis - keratan sulfate 6/1249 15/7206 0.0325535655721 ko01200 Carbon metabolism 13/1249 128/7206 0.0330753903173 ko05222 Small cell lung cancer 8/1249 89/7206 0.0343500287293 ko05120 Epithelial cell signaling in Helicobacter pylori infection 24/1249 92/7206 0.0361998633203 ko04350 TGF-beta signaling pathway 10/1249 103/7206 0.03626929687 ko00380 Tryptophan metabolism 3/1249 50/7206 0.0368669083689 ko04922 Glucagon signaling pathway 31/1249 128/7206 0.044628749228 ko00561 Glycerolipid metabolism 5/1249 63/7206 0.0452680728149 ko04210 Apoptosis 21/1249 180/7206 0.0455270645784 ko04930 Type II diabetes mellitus 15/1249 54/7206 0.0475855968404 ko04140 Autophagy - animal 19/1249 164/7206 0.0476735551085 ko05320 Autoimmune thyroid disease 1/1249 29/7206 0.0479021157841