ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 216/1372 423/7206 3.22796249288e-53 ko04724 Glutamatergic synapse 95/1372 152/7206 1.06232286142e-32 ko05033 Nicotine addiction 50/1372 56/7206 4.52060425285e-30 ko04713 Circadian entrainment 83/1372 136/7206 1.27769913558e-27 ko05032 Morphine addiction 72/1372 110/7206 7.6923109042e-27 ko04727 GABAergic synapse 71/1372 110/7206 6.36124705823e-26 ko04721 Synaptic vesicle cycle 54/1372 80/7206 2.28756251204e-21 ko04728 Dopaminergic synapse 90/1372 185/7206 2.52924352651e-20 ko04725 Cholinergic synapse 81/1372 160/7206 9.22880537362e-20 ko04024 cAMP signaling pathway 117/1372 279/7206 2.83930620794e-19 ko04020 Calcium signaling pathway 113/1372 265/7206 2.92574978819e-19 ko04726 Serotonergic synapse 68/1372 137/7206 3.36327858911e-16 ko04723 Retrograde endocannabinoid signaling 80/1372 175/7206 4.0283964293e-16 ko04911 Insulin secretion 61/1372 117/7206 5.89848982411e-16 ko04742 Taste transduction 40/1372 61/7206 1.75770745429e-15 ko04744 Phototransduction 29/1372 36/7206 2.09135512273e-15 ko04921 Oxytocin signaling pathway 87/1372 209/7206 2.71564222529e-14 ko04740 Olfactory transduction 45/1372 80/7206 1.11939321877e-13 ko04970 Salivary secretion 48/1372 95/7206 3.58537962443e-12 ko04720 Long-term potentiation 49/1372 99/7206 5.70959098117e-12 ko05031 Amphetamine addiction 46/1372 91/7206 9.95216735333e-12 ko04261 Adrenergic signaling in cardiomyocytes 80/1372 205/7206 1.34193481629e-11 ko03040 Spliceosome 2/1372 145/7206 5.16704543944e-11 ko04022 cGMP-PKG signaling pathway 77/1372 216/7206 5.54384104179e-09 ko05203 Viral carcinogenesis 19/1372 277/7206 7.64010886253e-09 ko04925 Aldosterone synthesis and secretion 45/1372 105/7206 1.92431442718e-08 ko03013 RNA transport 7/1372 166/7206 2.01053814207e-08 ko05168 Herpes simplex infection 9/1372 182/7206 4.55559906605e-08 ko05322 Systemic lupus erythematosus 6/1372 151/7206 5.02324983719e-08 ko04971 Gastric acid secretion 42/1372 98/7206 6.43527527225e-08 ko04060 Cytokine-cytokine receptor interaction 11/1372 191/7206 1.70952882144e-07 ko05030 Cocaine addiction 33/1372 73/7206 4.51729876969e-07 ko04360 Axon guidance 76/1372 233/7206 6.17103851775e-07 ko05014 Amyotrophic lateral sclerosis (ALS) 32/1372 74/7206 1.51951426643e-06 ko04540 Gap junction 47/1372 128/7206 2.0743042465e-06 ko04966 Collecting duct acid secretion 16/1372 26/7206 2.10406590931e-06 ko04730 Long-term depression 32/1372 78/7206 6.65826586089e-06 ko04972 Pancreatic secretion 41/1372 111/7206 7.86103326481e-06 ko04924 Renin secretion 34/1372 86/7206 9.99182467119e-06 ko04976 Bile secretion 32/1372 80/7206 1.10347732143e-05 ko04110 Cell cycle 9/1372 145/7206 1.43914646786e-05 ko04745 Phototransduction - fly 19/1372 38/7206 1.58371532364e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1372 79/7206 1.7439770496e-05 ko05164 Influenza A 12/1372 167/7206 2.20616830542e-05 ko04070 Phosphatidylinositol signaling system 40/1372 112/7206 2.71933305012e-05 ko04621 NOD-like receptor signaling pathway 11/1372 157/7206 3.08021517601e-05 ko04010 MAPK signaling pathway 91/1372 321/7206 3.15013860914e-05 ko05140 Leishmaniasis 2/1372 75/7206 4.0411375817e-05 ko04120 Ubiquitin mediated proteolysis 9/1372 138/7206 4.04889601121e-05 ko04750 Inflammatory mediator regulation of TRP channels 42/1372 122/7206 5.74388358513e-05 ko05110 Vibrio cholerae infection 26/1372 63/7206 6.08997014763e-05 ko04514 Cell adhesion molecules (CAMs) 44/1372 130/7206 6.09717947364e-05 ko04371 Apelin signaling pathway 55/1372 177/7206 9.37933440191e-05 ko04923 Regulation of lipolysis in adipocytes 29/1372 77/7206 0.000111488176174 ko04064 NF-kappa B signaling pathway 5/1372 96/7206 0.000123625210204 ko04141 Protein processing in endoplasmic reticulum 16/1372 184/7206 0.000124550239237 ko00520 Amino sugar and nucleotide sugar metabolism 1/1372 55/7206 0.000199331656288 ko04072 Phospholipase D signaling pathway 59/1372 197/7206 0.000204958174907 ko05414 Dilated cardiomyopathy 38/1372 112/7206 0.000217941777828 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 29/1372 79/7206 0.000229044224379 ko04014 Ras signaling pathway 78/1372 279/7206 0.000236509039396 ko05169 Epstein-Barr virus infection 20/1372 206/7206 0.000288008531397 ko04915 Estrogen signaling pathway 42/1372 131/7206 0.000294934509087 ko04961 Endocrine and other factor-regulated calcium reabsorption 23/1372 59/7206 0.000332862038209 ko04964 Proximal tubule bicarbonate reclamation 14/1372 29/7206 0.000336999454962 ko04610 Complement and coagulation cascades 4/1372 79/7206 0.000476142354772 ko05162 Measles 9/1372 120/7206 0.000585955314413 ko04626 Plant-pathogen interaction 10/1372 18/7206 0.000594813946756 ko04260 Cardiac muscle contraction 33/1372 98/7206 0.000621202679647 ko03420 Nucleotide excision repair 1/1372 46/7206 0.00108729625936 ko04710 Circadian rhythm 17/1372 43/7206 0.00152514599738 ko05205 Proteoglycans in cancer 32/1372 271/7206 0.00153915379616 ko00480 Glutathione metabolism 2/1372 55/7206 0.00153922625592 ko04146 Peroxisome 6/1372 89/7206 0.00158731420983 ko05321 Inflammatory bowel disease (IBD) 2/1372 56/7206 0.00162433698621 ko03022 Basal transcription factors 1/1372 44/7206 0.0016583483436 ko00071 Fatty acid degradation 1/1372 45/7206 0.00171948693282 ko04622 RIG-I-like receptor signaling pathway 3/1372 62/7206 0.00185477794812 ko04922 Glucagon signaling pathway 39/1372 128/7206 0.00195264894761 ko04657 IL-17 signaling pathway 6/1372 87/7206 0.00223563931355 ko05166 HTLV-I infection 36/1372 292/7206 0.00226893471721 ko05161 Hepatitis B 18/1372 173/7206 0.00230068594112 ko03018 RNA degradation 6/1372 84/7206 0.00311010604433 ko00562 Inositol phosphate metabolism 28/1372 89/7206 0.00419359332757 ko05131 Shigellosis 6/1372 82/7206 0.00433728255177 ko04658 Th1 and Th2 cell differentiation 8/1372 96/7206 0.00556440714535 ko05133 Pertussis 7/1372 87/7206 0.00581945521431 ko00630 Glyoxylate and dicarboxylate metabolism 1/1372 38/7206 0.00590310884492 ko04640 Hematopoietic cell lineage 4/1372 64/7206 0.0060249369701 ko04214 Apoptosis - fly 5/1372 72/7206 0.00612134440386 ko00310 Lysine degradation 5/1372 73/7206 0.00627460259562 ko00240 Pyrimidine metabolism 10/1372 110/7206 0.00661274235195 ko05144 Malaria 2/1372 45/7206 0.00737329645686 ko04612 Antigen processing and presentation 6/1372 77/7206 0.00833329425958 ko04330 Notch signaling pathway 4/1372 62/7206 0.0085860696133 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1372 14/7206 0.00875191178534 ko05145 Toxoplasmosis 13/1372 126/7206 0.0112782134469 ko04217 Necroptosis 21/1372 178/7206 0.0116839517905 ko05217 Basal cell carcinoma 5/1372 68/7206 0.0120748562172 ko04213 Longevity regulating pathway - multiple species 26/1372 86/7206 0.0121342421365 ko04270 Vascular smooth muscle contraction 42/1372 154/7206 0.0123334830112 ko05410 Hypertrophic cardiomyopathy (HCM) 29/1372 100/7206 0.0143869429487 ko04115 p53 signaling pathway 6/1372 74/7206 0.0161263244415 ko04912 GnRH signaling pathway 34/1372 122/7206 0.0192595723372 ko04620 Toll-like receptor signaling pathway 10/1372 100/7206 0.0202100671327 ko04015 Rap1 signaling pathway 68/1372 278/7206 0.0235602638979 ko04711 Circadian rhythm - fly 6/1372 13/7206 0.0237937826038 ko00980 Metabolism of xenobiotics by cytochrome P450 2/1372 40/7206 0.0238919941057 ko00280 Valine, leucine and isoleucine degradation 4/1372 54/7206 0.0239471340995 ko05231 Choline metabolism in cancer 36/1372 134/7206 0.0257260428539 ko04918 Thyroid hormone synthesis 25/1372 86/7206 0.0258391908309 ko04142 Lysosome 18/1372 151/7206 0.0271438075463 ko04932 Non-alcoholic fatty liver disease (NAFLD) 23/1372 182/7206 0.027363299389 ko05214 Glioma 23/1372 79/7206 0.0295692763093 ko05320 Autoimmune thyroid disease 1/1372 29/7206 0.0305808356468 ko04350 TGF-beta signaling pathway 11/1372 103/7206 0.0308278391087 ko01212 Fatty acid metabolism 5/1372 60/7206 0.0314916401144 ko00330 Arginine and proline metabolism 5/1372 61/7206 0.0317980508596 ko00590 Arachidonic acid metabolism 4/1372 52/7206 0.033331383643 ko05016 Huntington's disease 29/1372 215/7206 0.0342903654187 ko04930 Type II diabetes mellitus 17/1372 54/7206 0.0345972276067 ko03410 Base excision repair 2/1372 38/7206 0.0351752930022 ko04722 Neurotrophin signaling pathway 41/1372 160/7206 0.0409748190215 ko04978 Mineral absorption 13/1372 40/7206 0.0410896703739 ko04630 Jak-STAT signaling pathway 16/1372 132/7206 0.0434462425557 ko04668 TNF signaling pathway 14/1372 120/7206 0.0452071617349 ko00040 Pentose and glucuronate interconversions 1/1372 26/7206 0.0456551228748 ko04960 Aldosterone-regulated sodium reabsorption 13/1372 41/7206 0.0458161049837 ko04114 Oocyte meiosis 36/1372 139/7206 0.0486840578336 ko00860 Porphyrin and chlorophyll metabolism 2/1372 34/7206 0.0490107528898 ko04974 Protein digestion and absorption 26/1372 96/7206 0.0493540318211 ko00500 Starch and sucrose metabolism 2/1372 35/7206 0.0495355020688