ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 207/1224 423/7206 7.68903746193e-56 ko04724 Glutamatergic synapse 93/1224 152/7206 4.07375790186e-35 ko05033 Nicotine addiction 50/1224 56/7206 1.55659259292e-32 ko04713 Circadian entrainment 81/1224 136/7206 1.65848098039e-29 ko05032 Morphine addiction 71/1224 110/7206 4.00734884636e-29 ko04727 GABAergic synapse 70/1224 110/7206 3.68078242687e-28 ko04728 Dopaminergic synapse 88/1224 185/7206 1.49281269033e-22 ko04725 Cholinergic synapse 79/1224 160/7206 1.25849578804e-21 ko04721 Synaptic vesicle cycle 51/1224 80/7206 7.25248612934e-21 ko04723 Retrograde endocannabinoid signaling 81/1224 175/7206 6.72366855709e-20 ko04024 cAMP signaling pathway 109/1224 279/7206 2.71190946106e-19 ko04911 Insulin secretion 62/1224 117/7206 3.29189048655e-19 ko04020 Calcium signaling pathway 105/1224 265/7206 5.8322893459e-19 ko04726 Serotonergic synapse 67/1224 137/7206 3.18446436959e-18 ko04742 Taste transduction 40/1224 61/7206 2.83760483818e-17 ko04744 Phototransduction 29/1224 36/7206 8.71074765965e-17 ko04740 Olfactory transduction 46/1224 80/7206 2.10958849466e-16 ko04921 Oxytocin signaling pathway 83/1224 209/7206 2.30847978921e-15 ko04970 Salivary secretion 48/1224 95/7206 4.2511392691e-14 ko04261 Adrenergic signaling in cardiomyocytes 78/1224 205/7206 2.33673773771e-13 ko04720 Long-term potentiation 48/1224 99/7206 3.16945163948e-13 ko05031 Amphetamine addiction 44/1224 91/7206 3.52343224917e-12 ko03040 Spliceosome 1/1224 145/7206 7.11706050037e-11 ko04925 Aldosterone synthesis and secretion 46/1224 105/7206 8.36580152344e-11 ko04971 Gastric acid secretion 42/1224 98/7206 1.27677862295e-09 ko04540 Gap junction 49/1224 128/7206 6.53166245556e-09 ko05203 Viral carcinogenesis 15/1224 277/7206 6.54725058109e-09 ko04022 cGMP-PKG signaling pathway 70/1224 216/7206 1.82864718188e-08 ko05168 Herpes simplex infection 7/1224 182/7206 6.13666306293e-08 ko05030 Cocaine addiction 32/1224 73/7206 6.27408156137e-08 ko05322 Systemic lupus erythematosus 5/1224 151/7206 2.4922140689e-07 ko03013 RNA transport 7/1224 166/7206 5.70654164483e-07 ko04120 Ubiquitin mediated proteolysis 5/1224 138/7206 1.68378625961e-06 ko04730 Long-term depression 31/1224 78/7206 1.8467170932e-06 ko04972 Pancreatic secretion 39/1224 111/7206 2.82377095908e-06 ko04966 Collecting duct acid secretion 15/1224 26/7206 3.10242445093e-06 ko04964 Proximal tubule bicarbonate reclamation 16/1224 29/7206 3.23102812974e-06 ko04060 Cytokine-cytokine receptor interaction 11/1224 191/7206 5.14659063544e-06 ko04750 Inflammatory mediator regulation of TRP channels 41/1224 122/7206 7.3656257574e-06 ko04621 NOD-like receptor signaling pathway 8/1224 157/7206 8.26835563749e-06 ko05164 Influenza A 9/1224 167/7206 8.94458806191e-06 ko04141 Protein processing in endoplasmic reticulum 11/1224 184/7206 9.84518157648e-06 ko04360 Axon guidance 66/1224 233/7206 1.13605309699e-05 ko04745 Phototransduction - fly 18/1224 38/7206 1.33612561687e-05 ko04976 Bile secretion 30/1224 80/7206 1.37951820279e-05 ko05014 Amyotrophic lateral sclerosis (ALS) 28/1224 74/7206 1.45634858015e-05 ko04110 Cell cycle 7/1224 145/7206 1.55383836834e-05 ko04514 Cell adhesion molecules (CAMs) 42/1224 130/7206 1.55728716305e-05 ko04924 Renin secretion 31/1224 86/7206 1.69338587014e-05 ko05162 Measles 5/1224 120/7206 2.35384688255e-05 ko04010 MAPK signaling pathway 84/1224 321/7206 2.5156462656e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 29/1224 79/7206 2.54299317142e-05 ko05414 Dilated cardiomyopathy 37/1224 112/7206 3.32417474566e-05 ko05110 Vibrio cholerae infection 24/1224 63/7206 5.64406375955e-05 ko04260 Cardiac muscle contraction 33/1224 98/7206 5.71721052995e-05 ko05169 Epstein-Barr virus infection 15/1224 206/7206 6.46681180076e-05 ko04070 Phosphatidylinositol signaling system 36/1224 112/7206 6.72247643914e-05 ko04072 Phospholipase D signaling pathway 55/1224 197/7206 0.00010228629684 ko03008 Ribosome biogenesis in eukaryotes 2/1224 79/7206 0.000110965105412 ko04371 Apelin signaling pathway 50/1224 177/7206 0.000152580322952 ko04961 Endocrine and other factor-regulated calcium reabsorption 22/1224 59/7206 0.000160808806089 ko04612 Antigen processing and presentation 2/1224 77/7206 0.000169531352686 ko04915 Estrogen signaling pathway 39/1224 131/7206 0.000235231248092 ko04923 Regulation of lipolysis in adipocytes 26/1224 77/7206 0.000325378720256 ko04146 Peroxisome 4/1224 89/7206 0.000550368765835 ko04912 GnRH signaling pathway 36/1224 122/7206 0.000561028607503 ko04014 Ras signaling pathway 69/1224 279/7206 0.000808075964389 ko00520 Amino sugar and nucleotide sugar metabolism 1/1224 55/7206 0.000845735482526 ko00480 Glutathione metabolism 1/1224 55/7206 0.000845735482526 ko04064 NF-kappa B signaling pathway 5/1224 96/7206 0.000873505577357 ko05140 Leishmaniasis 3/1224 75/7206 0.000990539073966 ko05205 Proteoglycans in cancer 27/1224 271/7206 0.00123251206779 ko04626 Plant-pathogen interaction 9/1224 18/7206 0.00128191954356 ko05166 HTLV-I infection 30/1224 292/7206 0.00139034537537 ko00310 Lysine degradation 3/1224 73/7206 0.0014486665674 ko04330 Notch signaling pathway 2/1224 62/7206 0.0017788214259 ko04610 Complement and coagulation cascades 4/1224 79/7206 0.00232220199842 ko04916 Melanogenesis 38/1224 142/7206 0.00310650537239 ko04657 IL-17 signaling pathway 5/1224 87/7206 0.00356670811717 ko04658 Th1 and Th2 cell differentiation 6/1224 96/7206 0.00360194678691 ko05321 Inflammatory bowel disease (IBD) 2/1224 56/7206 0.00375606035401 ko03022 Basal transcription factors 1/1224 44/7206 0.00427403964296 ko05144 Malaria 1/1224 45/7206 0.00434146473578 ko00071 Fatty acid degradation 1/1224 45/7206 0.00434146473578 ko04270 Vascular smooth muscle contraction 40/1224 154/7206 0.00451813156567 ko00240 Pyrimidine metabolism 8/1224 110/7206 0.00452264001631 ko03420 Nucleotide excision repair 1/1224 46/7206 0.00459211317432 ko04115 p53 signaling pathway 4/1224 74/7206 0.0046919522885 ko04932 Non-alcoholic fatty liver disease (NAFLD) 17/1224 182/7206 0.00484611218314 ko03018 RNA degradation 5/1224 84/7206 0.00491356807166 ko05161 Hepatitis B 16/1224 173/7206 0.00536036092883 ko04922 Glucagon signaling pathway 34/1224 128/7206 0.00593073094565 ko04622 RIG-I-like receptor signaling pathway 3/1224 62/7206 0.00627065565022 ko04214 Apoptosis - fly 4/1224 72/7206 0.00667570744566 ko00590 Arachidonic acid metabolism 2/1224 52/7206 0.0082437427506 ko00330 Arginine and proline metabolism 3/1224 61/7206 0.00913940071508 ko05418 Fluid shear stress and atherosclerosis 17/1224 173/7206 0.0100596910862 ko05410 Hypertrophic cardiomyopathy (HCM) 27/1224 100/7206 0.0104480822601 ko04217 Necroptosis 18/1224 178/7206 0.011350537201 ko05145 Toxoplasmosis 11/1224 126/7206 0.0114416153769 ko05016 Huntington's disease 23/1224 215/7206 0.0124409155722 ko04918 Thyroid hormone synthesis 24/1224 86/7206 0.0130051213634 ko01524 Platinum drug resistance 5/1224 76/7206 0.0130834187267 ko05231 Choline metabolism in cancer 34/1224 134/7206 0.0140857402762 ko04015 Rap1 signaling pathway 63/1224 278/7206 0.0142330344224 ko00630 Glyoxylate and dicarboxylate metabolism 1/1224 38/7206 0.0149133886616 ko05131 Shigellosis 6/1224 82/7206 0.0171104122741 ko04062 Chemokine signaling pathway 47/1224 201/7206 0.0171265688358 ko04659 Th17 cell differentiation 9/1224 106/7206 0.0182207215752 ko04640 Hematopoietic cell lineage 4/1224 64/7206 0.0183989102591 ko04140 Autophagy - animal 17/1224 164/7206 0.0204563100938 ko00604 Glycosphingolipid biosynthesis - ganglio series 6/1224 14/7206 0.0207432845431 ko05133 Pertussis 7/1224 87/7206 0.0215010579366 ko05215 Prostate cancer 10/1224 111/7206 0.0215608100187 ko00860 Porphyrin and chlorophyll metabolism 1/1224 34/7206 0.0217400747757 ko05222 Small cell lung cancer 7/1224 89/7206 0.0218795853419 ko04975 Fat digestion and absorption 1/1224 35/7206 0.0218963074206 ko04973 Carbohydrate digestion and absorption 13/1224 42/7206 0.0223230539669 ko04630 Jak-STAT signaling pathway 13/1224 132/7206 0.0259150535947 ko00280 Valine, leucine and isoleucine degradation 3/1224 54/7206 0.0268108760867 ko00910 Nitrogen metabolism 7/1224 19/7206 0.0306919957211 ko04620 Toll-like receptor signaling pathway 9/1224 100/7206 0.0313333227354 ko00562 Inositol phosphate metabolism 23/1224 89/7206 0.0322484740795 ko05214 Glioma 21/1224 79/7206 0.03327586216 ko05217 Basal cell carcinoma 5/1224 68/7206 0.0337167095844 ko04210 Apoptosis 20/1224 180/7206 0.034341192393 ko04978 Mineral absorption 12/1224 40/7206 0.0348084847147 ko04668 TNF signaling pathway 12/1224 120/7206 0.0373325139765 ko04974 Protein digestion and absorption 24/1224 96/7206 0.0401371529707 ko05132 Salmonella infection 9/1224 98/7206 0.0411436841824 ko04930 Type II diabetes mellitus 15/1224 54/7206 0.0438174495953 ko04350 TGF-beta signaling pathway 10/1224 103/7206 0.0472936312126 ko05320 Autoimmune thyroid disease 1/1224 29/7206 0.0483956431555 ko05340 Primary immunodeficiency 1/1224 30/7206 0.048651011129 ko05202 Transcriptional misregulation in cancer 22/1224 188/7206 0.0492816291091