ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 183/1128 423/7206 7.08959477915e-45 ko04724 Glutamatergic synapse 84/1128 152/7206 5.550203966e-30 ko05033 Nicotine addiction 46/1128 56/7206 2.93140805071e-28 ko05032 Morphine addiction 65/1128 110/7206 1.15000787605e-25 ko04713 Circadian entrainment 72/1128 136/7206 2.70569273115e-24 ko04721 Synaptic vesicle cycle 51/1128 80/7206 1.61313122088e-22 ko04727 GABAergic synapse 61/1128 110/7206 3.85883911772e-22 ko04725 Cholinergic synapse 74/1128 160/7206 2.27301006901e-20 ko04728 Dopaminergic synapse 80/1128 185/7206 1.09596959245e-19 ko04024 cAMP signaling pathway 101/1128 279/7206 8.98397013591e-18 ko04723 Retrograde endocannabinoid signaling 74/1128 175/7206 1.27932078388e-17 ko04742 Taste transduction 38/1128 61/7206 1.36928226691e-16 ko04020 Calcium signaling pathway 94/1128 265/7206 7.66456906717e-16 ko04921 Oxytocin signaling pathway 79/1128 209/7206 2.45397290486e-15 ko04911 Insulin secretion 53/1128 117/7206 1.89355282451e-14 ko04726 Serotonergic synapse 57/1128 137/7206 1.78092873439e-13 ko04261 Adrenergic signaling in cardiomyocytes 71/1128 205/7206 1.30866401037e-11 ko04970 Salivary secretion 41/1128 95/7206 1.18668478675e-10 ko04720 Long-term potentiation 42/1128 99/7206 1.36406532041e-10 ko05031 Amphetamine addiction 39/1128 91/7206 4.35470029796e-10 ko03040 Spliceosome 1/1128 145/7206 8.53217044163e-10 ko04360 Axon guidance 71/1128 233/7206 6.96174028337e-09 ko04744 Phototransduction 20/1128 36/7206 3.91735942711e-08 ko04925 Aldosterone synthesis and secretion 39/1128 105/7206 6.97162908264e-08 ko04971 Gastric acid secretion 37/1128 98/7206 1.23445973104e-07 ko04740 Olfactory transduction 31/1128 80/7206 4.27443508748e-07 ko05203 Viral carcinogenesis 16/1128 277/7206 4.70045995937e-07 ko05168 Herpes simplex infection 7/1128 182/7206 4.72082165799e-07 ko05164 Influenza A 6/1128 167/7206 8.08788347863e-07 ko04022 cGMP-PKG signaling pathway 62/1128 216/7206 8.30414030771e-07 ko03013 RNA transport 6/1128 166/7206 1.20751613147e-06 ko05030 Cocaine addiction 28/1128 73/7206 1.96234766674e-06 ko04060 Cytokine-cytokine receptor interaction 9/1128 191/7206 2.58492041721e-06 ko04972 Pancreatic secretion 37/1128 111/7206 3.89754049033e-06 ko04010 MAPK signaling pathway 81/1128 321/7206 6.1844039097e-06 ko04966 Collecting duct acid secretion 14/1128 26/7206 7.40101924952e-06 ko04924 Renin secretion 30/1128 86/7206 8.6689034642e-06 ko04514 Cell adhesion molecules (CAMs) 40/1128 130/7206 1.31703886736e-05 ko04540 Gap junction 39/1128 128/7206 2.07713556593e-05 ko05014 Amyotrophic lateral sclerosis (ALS) 26/1128 74/7206 3.15365494824e-05 ko04610 Complement and coagulation cascades 1/1128 79/7206 3.27864132365e-05 ko05322 Systemic lupus erythematosus 7/1128 151/7206 3.51032854125e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 27/1128 79/7206 5.64021033814e-05 ko04745 Phototransduction - fly 16/1128 38/7206 8.47146364101e-05 ko05414 Dilated cardiomyopathy 34/1128 112/7206 0.000103775368566 ko04730 Long-term depression 26/1128 78/7206 0.000104205572305 ko05169 Epstein-Barr virus infection 14/1128 206/7206 0.000134975520175 ko04976 Bile secretion 26/1128 80/7206 0.000145837406941 ko04371 Apelin signaling pathway 47/1128 177/7206 0.000146257337513 ko04141 Protein processing in endoplasmic reticulum 12/1128 184/7206 0.000197328510465 ko04260 Cardiac muscle contraction 30/1128 98/7206 0.000197632032253 ko04120 Ubiquitin mediated proteolysis 7/1128 138/7206 0.000198459113015 ko04014 Ras signaling pathway 67/1128 279/7206 0.000200342227251 ko04621 NOD-like receptor signaling pathway 9/1128 157/7206 0.00020772207777 ko03008 Ribosome biogenesis in eukaryotes 2/1128 79/7206 0.000267086126922 ko04750 Inflammatory mediator regulation of TRP channels 34/1128 122/7206 0.000572405231538 ko05140 Leishmaniasis 2/1128 75/7206 0.000598944494953 ko04064 NF-kappa B signaling pathway 4/1128 96/7206 0.000604058975255 ko05110 Vibrio cholerae infection 21/1128 63/7206 0.000645999716864 ko04626 Plant-pathogen interaction 9/1128 18/7206 0.000694259070398 ko04964 Proximal tubule bicarbonate reclamation 12/1128 29/7206 0.000790044067784 ko04915 Estrogen signaling pathway 35/1128 131/7206 0.000955720907277 ko05205 Proteoglycans in cancer 24/1128 271/7206 0.00113909024687 ko04072 Phospholipase D signaling pathway 48/1128 197/7206 0.00134679305377 ko05162 Measles 7/1128 120/7206 0.00140858718215 ko04961 Endocrine and other factor-regulated calcium reabsorption 19/1128 59/7206 0.00164052266903 ko04146 Peroxisome 4/1128 89/7206 0.00177196855787 ko05161 Hepatitis B 13/1128 173/7206 0.0019662074246 ko04612 Antigen processing and presentation 3/1128 77/7206 0.00229895072315 ko04070 Phosphatidylinositol signaling system 30/1128 112/7206 0.00229994525357 ko04110 Cell cycle 10/1128 145/7206 0.00243729102329 ko00330 Arginine and proline metabolism 2/1128 61/7206 0.00403510976712 ko00240 Pyrimidine metabolism 7/1128 110/7206 0.00504826686599 ko05144 Malaria 1/1128 45/7206 0.0068409888953 ko00071 Fatty acid degradation 1/1128 45/7206 0.0068409888953 ko03420 Nucleotide excision repair 1/1128 46/7206 0.00692234190414 ko05410 Hypertrophic cardiomyopathy (HCM) 26/1128 100/7206 0.00774005973358 ko04930 Type II diabetes mellitus 16/1128 54/7206 0.00792156428853 ko05166 HTLV-I infection 30/1128 292/7206 0.00839700553175 ko00480 Glutathione metabolism 2/1128 55/7206 0.00855502657119 ko05321 Inflammatory bowel disease (IBD) 2/1128 56/7206 0.00864751051653 ko01524 Platinum drug resistance 4/1128 76/7206 0.0100953931601 ko04923 Regulation of lipolysis in adipocytes 21/1128 77/7206 0.0104676281786 ko03022 Basal transcription factors 1/1128 44/7206 0.0105977283282 ko00280 Valine, leucine and isoleucine degradation 2/1128 54/7206 0.0128349537463 ko04270 Vascular smooth muscle contraction 36/1128 154/7206 0.0130462147409 ko05145 Toxoplasmosis 10/1128 126/7206 0.0131348858435 ko04622 RIG-I-like receptor signaling pathway 3/1128 62/7206 0.0135126911785 ko05131 Shigellosis 5/1128 82/7206 0.0136943974216 ko04214 Apoptosis - fly 4/1128 72/7206 0.0138365915124 ko04640 Hematopoietic cell lineage 3/1128 64/7206 0.0140096934401 ko00310 Lysine degradation 4/1128 73/7206 0.0140211012194 ko00604 Glycosphingolipid biosynthesis - ganglio series 6/1128 14/7206 0.0140723910424 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1128 40/7206 0.0152629752864 ko00140 Steroid hormone biosynthesis 1/1128 41/7206 0.0155750382319 ko04912 GnRH signaling pathway 29/1128 122/7206 0.0166642119011 ko04932 Non-alcoholic fatty liver disease (NAFLD) 17/1128 182/7206 0.0170163592496 ko00380 Tryptophan metabolism 2/1128 50/7206 0.0180310450185 ko04916 Melanogenesis 33/1128 142/7206 0.0188604988187 ko04630 Jak-STAT signaling pathway 11/1128 132/7206 0.020745192158 ko04668 TNF signaling pathway 10/1128 120/7206 0.0225398442543 ko04658 Th1 and Th2 cell differentiation 7/1128 96/7206 0.0226543030623 ko00982 Drug metabolism - cytochrome P450 1/1128 37/7206 0.022732911728 ko03410 Base excision repair 1/1128 38/7206 0.0229520714916 ko04657 IL-17 signaling pathway 6/1128 87/7206 0.024613899033 ko05133 Pertussis 6/1128 87/7206 0.024613899033 ko00260 Glycine, serine and threonine metabolism 2/1128 48/7206 0.0263192907382 ko04015 Rap1 signaling pathway 57/1128 278/7206 0.0282712939801 ko03018 RNA degradation 6/1128 84/7206 0.032984410225 ko04114 Oocyte meiosis 31/1128 139/7206 0.0337643648448 ko00640 Propanoate metabolism 1/1128 34/7206 0.0338856456868 ko00860 Porphyrin and chlorophyll metabolism 1/1128 34/7206 0.0338856456868 ko00500 Starch and sucrose metabolism 1/1128 35/7206 0.0338880335075 ko04115 p53 signaling pathway 5/1128 74/7206 0.0351729320087 ko04922 Glucagon signaling pathway 29/1128 128/7206 0.0359961588023 ko04620 Toll-like receptor signaling pathway 8/1128 100/7206 0.0364165359444 ko04217 Necroptosis 18/1128 178/7206 0.0368934590881 ko00561 Glycerolipid metabolism 4/1128 63/7206 0.0369367520025 ko04210 Apoptosis 18/1128 180/7206 0.0370738880528 ko05222 Small cell lung cancer 7/1128 89/7206 0.0397567062911 ko05120 Epithelial cell signaling in Helicobacter pylori infection 22/1128 92/7206 0.0414965956599