ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 196/1169 423/7206 2.20954719989e-51 ko04724 Glutamatergic synapse 90/1169 152/7206 4.80833280028e-34 ko05033 Nicotine addiction 48/1169 56/7206 2.00785828584e-30 ko05032 Morphine addiction 68/1169 110/7206 1.61249508723e-27 ko04727 GABAergic synapse 66/1169 110/7206 1.15964678001e-25 ko04713 Circadian entrainment 74/1169 136/7206 6.23322879293e-25 ko04721 Synaptic vesicle cycle 54/1169 80/7206 7.9619351978e-25 ko04728 Dopaminergic synapse 83/1169 185/7206 1.28910987974e-20 ko04725 Cholinergic synapse 74/1169 160/7206 1.96119823471e-19 ko04723 Retrograde endocannabinoid signaling 77/1169 175/7206 1.39076339614e-18 ko04742 Taste transduction 40/1169 61/7206 5.2712121388e-18 ko04024 cAMP signaling pathway 102/1169 279/7206 3.56257955574e-17 ko04020 Calcium signaling pathway 97/1169 265/7206 2.2646703283e-16 ko04911 Insulin secretion 56/1169 117/7206 8.1700094895e-16 ko04726 Serotonergic synapse 60/1169 137/7206 1.27549907064e-14 ko04921 Oxytocin signaling pathway 79/1169 209/7206 1.95385412646e-14 ko04744 Phototransduction 26/1169 36/7206 1.10666345443e-13 ko04720 Long-term potentiation 44/1169 99/7206 2.52093600992e-11 ko05031 Amphetamine addiction 41/1169 91/7206 7.1575820156e-11 ko03040 Spliceosome 1/1169 145/7206 3.19999294633e-10 ko04970 Salivary secretion 41/1169 95/7206 3.69569791203e-10 ko04261 Adrenergic signaling in cardiomyocytes 69/1169 205/7206 4.92848720205e-10 ko05203 Viral carcinogenesis 14/1169 277/7206 9.68117104101e-09 ko04740 Olfactory transduction 34/1169 80/7206 1.90580884235e-08 ko04925 Aldosterone synthesis and secretion 41/1169 105/7206 2.05784778327e-08 ko05168 Herpes simplex infection 6/1169 182/7206 3.6120864415e-08 ko04022 cGMP-PKG signaling pathway 66/1169 216/7206 9.39312732354e-08 ko04971 Gastric acid secretion 37/1169 98/7206 2.14120681e-07 ko04966 Collecting duct acid secretion 16/1169 26/7206 2.19210175908e-07 ko05030 Cocaine addiction 30/1169 73/7206 3.19455899199e-07 ko04360 Axon guidance 68/1169 233/7206 4.59531913815e-07 ko04120 Ubiquitin mediated proteolysis 4/1169 138/7206 9.65690106894e-07 ko04060 Cytokine-cytokine receptor interaction 9/1169 191/7206 1.20833938881e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 29/1169 74/7206 1.62806204604e-06 ko03013 RNA transport 7/1169 166/7206 1.89221264017e-06 ko05164 Influenza A 7/1169 167/7206 1.92561105877e-06 ko04260 Cardiac muscle contraction 35/1169 98/7206 2.37822992723e-06 ko04540 Gap junction 42/1169 128/7206 2.7140134468e-06 ko05322 Systemic lupus erythematosus 7/1169 151/7206 1.64510906363e-05 ko05169 Epstein-Barr virus infection 13/1169 206/7206 2.07237232781e-05 ko04924 Renin secretion 30/1169 86/7206 2.10386744738e-05 ko04972 Pancreatic secretion 36/1169 111/7206 2.13756294344e-05 ko04010 MAPK signaling pathway 81/1169 321/7206 2.50437671851e-05 ko04621 NOD-like receptor signaling pathway 8/1169 157/7206 2.5313067503e-05 ko04514 Cell adhesion molecules (CAMs) 40/1169 130/7206 3.18254133604e-05 ko04141 Protein processing in endoplasmic reticulum 11/1169 184/7206 4.04840266407e-05 ko05162 Measles 5/1169 120/7206 7.94909094677e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 27/1169 79/7206 7.9947692548e-05 ko05110 Vibrio cholerae infection 23/1169 63/7206 8.59172167403e-05 ko04976 Bile secretion 27/1169 80/7206 9.67832583781e-05 ko04745 Phototransduction - fly 16/1169 38/7206 0.000131358626111 ko04110 Cell cycle 8/1169 145/7206 0.000140571334209 ko04730 Long-term depression 26/1169 78/7206 0.000160968443861 ko03008 Ribosome biogenesis in eukaryotes 2/1169 79/7206 0.00017205850532 ko05205 Proteoglycans in cancer 23/1169 271/7206 0.000204020619582 ko04961 Endocrine and other factor-regulated calcium reabsorption 21/1169 59/7206 0.000250927126064 ko05161 Hepatitis B 12/1169 173/7206 0.000347232100417 ko05140 Leishmaniasis 2/1169 75/7206 0.000389111534769 ko04064 NF-kappa B signaling pathway 4/1169 96/7206 0.000404422743135 ko04750 Inflammatory mediator regulation of TRP channels 35/1169 122/7206 0.000449465497444 ko04626 Plant-pathogen interaction 9/1169 18/7206 0.000909020021844 ko05414 Dilated cardiomyopathy 32/1169 112/7206 0.00104682962869 ko04610 Complement and coagulation cascades 3/1169 79/7206 0.00104758970652 ko04964 Proximal tubule bicarbonate reclamation 12/1169 29/7206 0.00109674488814 ko04014 Ras signaling pathway 66/1169 279/7206 0.00116292525739 ko04146 Peroxisome 4/1169 89/7206 0.00121504351835 ko00520 Amino sugar and nucleotide sugar metabolism 1/1169 55/7206 0.00134239773118 ko00480 Glutathione metabolism 1/1169 55/7206 0.00134239773118 ko04612 Antigen processing and presentation 3/1169 77/7206 0.00154416853572 ko04371 Apelin signaling pathway 45/1169 177/7206 0.00179351749423 ko00590 Arachidonic acid metabolism 1/1169 52/7206 0.00198554891833 ko05166 HTLV-I infection 29/1169 292/7206 0.00203059930152 ko04915 Estrogen signaling pathway 35/1169 131/7206 0.00251164058537 ko04214 Apoptosis - fly 3/1169 72/7206 0.00324190901921 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1169 14/7206 0.00347439124307 ko03420 Nucleotide excision repair 1/1169 46/7206 0.00444199219096 ko04922 Glucagon signaling pathway 33/1169 128/7206 0.00508548618582 ko04630 Jak-STAT signaling pathway 10/1169 132/7206 0.0056893201044 ko05321 Inflammatory bowel disease (IBD) 2/1169 56/7206 0.00571966804281 ko04072 Phospholipase D signaling pathway 47/1169 197/7206 0.00578297153176 ko03022 Basal transcription factors 1/1169 44/7206 0.00668363368176 ko05144 Malaria 1/1169 45/7206 0.00690409362169 ko00071 Fatty acid degradation 1/1169 45/7206 0.00690409362169 ko03018 RNA degradation 5/1169 84/7206 0.00696884220973 ko01524 Platinum drug resistance 4/1169 76/7206 0.00701683611156 ko04668 TNF signaling pathway 9/1169 120/7206 0.00814484320452 ko00240 Pyrimidine metabolism 8/1169 110/7206 0.00858045771633 ko05131 Shigellosis 5/1169 82/7206 0.00972109718591 ko00310 Lysine degradation 4/1169 73/7206 0.00977254068958 ko05145 Toxoplasmosis 10/1169 126/7206 0.00988494379818 ko04923 Regulation of lipolysis in adipocytes 21/1169 77/7206 0.0122752189998 ko04622 RIG-I-like receptor signaling pathway 3/1169 62/7206 0.0138386720206 ko00630 Glyoxylate and dicarboxylate metabolism 1/1169 38/7206 0.0149850924759 ko03410 Base excision repair 1/1169 38/7206 0.0149850924759 ko05219 Bladder cancer 2/1169 48/7206 0.0176430543692 ko04912 GnRH signaling pathway 30/1169 122/7206 0.017752357878 ko04933 AGE-RAGE signaling pathway in diabetic complications 12/1169 135/7206 0.0179661715217 ko04657 IL-17 signaling pathway 6/1169 87/7206 0.0180111682263 ko05133 Pertussis 6/1169 87/7206 0.0180111682263 ko05215 Prostate cancer 9/1169 111/7206 0.0187212347654 ko05410 Hypertrophic cardiomyopathy (HCM) 25/1169 100/7206 0.0202513318889 ko05418 Fluid shear stress and atherosclerosis 17/1169 173/7206 0.021099045257 ko04210 Apoptosis 18/1169 180/7206 0.0236525911899 ko05212 Pancreatic cancer 6/1169 83/7206 0.0237904215537 ko04115 p53 signaling pathway 5/1169 74/7206 0.0253311649418 ko04640 Hematopoietic cell lineage 4/1169 64/7206 0.0262367779728 ko04930 Type II diabetes mellitus 15/1169 54/7206 0.0262833338288 ko04620 Toll-like receptor signaling pathway 8/1169 100/7206 0.0275791508954 ko04070 Phosphatidylinositol signaling system 27/1169 112/7206 0.0276884733011 ko05120 Epithelial cell signaling in Helicobacter pylori infection 23/1169 92/7206 0.0313427957985 ko05010 Alzheimer's disease 44/1169 202/7206 0.0331771763547 ko00860 Porphyrin and chlorophyll metabolism 1/1169 34/7206 0.0334397519242 ko04658 Th1 and Th2 cell differentiation 8/1169 96/7206 0.0356235019207 ko04114 Oocyte meiosis 32/1169 139/7206 0.0357169389445 ko04330 Notch signaling pathway 4/1169 62/7206 0.0364722288058 ko00561 Glycerolipid metabolism 4/1169 63/7206 0.0372358766309 ko00600 Sphingolipid metabolism 4/1169 63/7206 0.0372358766309 ko04015 Rap1 signaling pathway 58/1169 278/7206 0.0377272213976 ko00280 Valine, leucine and isoleucine degradation 3/1169 54/7206 0.0388066568646 ko04217 Necroptosis 19/1169 178/7206 0.0397262005496 ko04140 Autophagy - animal 17/1169 164/7206 0.0412409884165 ko05217 Basal cell carcinoma 5/1169 68/7206 0.046632277309 ko05206 MicroRNAs in cancer 19/1169 177/7206 0.0491643679538 ko04916 Melanogenesis 32/1169 142/7206 0.0496599643657