ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 213/1338 423/7206 4.16928181533e-53 ko04724 Glutamatergic synapse 95/1338 152/7206 1.24657067567e-33 ko05032 Morphine addiction 73/1338 110/7206 1.68047957217e-28 ko05033 Nicotine addiction 48/1338 56/7206 1.19019981135e-27 ko04727 GABAergic synapse 72/1338 110/7206 1.49448040444e-27 ko04713 Circadian entrainment 81/1338 136/7206 1.0016827335e-26 ko04725 Cholinergic synapse 82/1338 160/7206 3.71379753285e-21 ko04728 Dopaminergic synapse 89/1338 185/7206 1.8434946711e-20 ko04721 Synaptic vesicle cycle 52/1338 80/7206 5.27524110055e-20 ko04024 cAMP signaling pathway 113/1338 279/7206 3.10282922521e-18 ko04020 Calcium signaling pathway 109/1338 265/7206 3.3496308658e-18 ko04723 Retrograde endocannabinoid signaling 80/1338 175/7206 7.61836829515e-17 ko04911 Insulin secretion 61/1338 117/7206 1.6956297765e-16 ko04726 Serotonergic synapse 67/1338 137/7206 3.87456741201e-16 ko04921 Oxytocin signaling pathway 84/1338 209/7206 1.51879377844e-13 ko04744 Phototransduction 27/1338 36/7206 2.40020029771e-13 ko05031 Amphetamine addiction 47/1338 91/7206 8.32947907737e-13 ko04970 Salivary secretion 48/1338 95/7206 1.37250473097e-12 ko04742 Taste transduction 36/1338 61/7206 2.19622547896e-12 ko04720 Long-term potentiation 48/1338 99/7206 9.4967679119e-12 ko03040 Spliceosome 2/1338 145/7206 8.22199232704e-11 ko03010 Ribosome 1/1338 129/7206 1.21369901996e-10 ko04740 Olfactory transduction 39/1338 80/7206 6.97246795175e-10 ko04261 Adrenergic signaling in cardiomyocytes 75/1338 205/7206 7.26669333971e-10 ko04925 Aldosterone synthesis and secretion 45/1338 105/7206 6.65046166885e-09 ko04022 cGMP-PKG signaling pathway 75/1338 216/7206 1.15264966015e-08 ko05322 Systemic lupus erythematosus 5/1338 151/7206 1.799771567e-08 ko05168 Herpes simplex infection 8/1338 182/7206 1.87181985072e-08 ko03013 RNA transport 7/1338 166/7206 4.68961768869e-08 ko04070 Phosphatidylinositol signaling system 44/1338 112/7206 2.33392235561e-07 ko04971 Gastric acid secretion 40/1338 98/7206 2.55110814154e-07 ko05203 Viral carcinogenesis 22/1338 277/7206 5.4034115889e-07 ko05030 Cocaine addiction 32/1338 73/7206 8.11422065383e-07 ko04730 Long-term depression 33/1338 78/7206 1.04853392739e-06 ko04110 Cell cycle 7/1338 145/7206 1.41342657687e-06 ko04141 Protein processing in endoplasmic reticulum 12/1338 184/7206 3.08779567922e-06 ko04972 Pancreatic secretion 41/1338 111/7206 5.55861232704e-06 ko04540 Gap junction 45/1338 128/7206 8.59657960509e-06 ko04966 Collecting duct acid secretion 15/1338 26/7206 9.7900500336e-06 ko04060 Cytokine-cytokine receptor interaction 14/1338 191/7206 1.1744746773e-05 ko05014 Amyotrophic lateral sclerosis (ALS) 30/1338 74/7206 1.25147624598e-05 ko04924 Renin secretion 33/1338 86/7206 1.62244104564e-05 ko04072 Phospholipase D signaling pathway 61/1338 197/7206 2.343325854e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1338 79/7206 2.80016549109e-05 ko04621 NOD-like receptor signaling pathway 11/1338 157/7206 4.39568805667e-05 ko04976 Bile secretion 30/1338 80/7206 6.22852210995e-05 ko04750 Inflammatory mediator regulation of TRP channels 41/1338 122/7206 8.0912389745e-05 ko04360 Axon guidance 67/1338 233/7206 0.000107272717546 ko05164 Influenza A 13/1338 167/7206 0.000111214716986 ko04010 MAPK signaling pathway 87/1338 321/7206 0.000124020203586 ko04514 Cell adhesion molecules (CAMs) 42/1338 130/7206 0.000143957935228 ko04014 Ras signaling pathway 77/1338 279/7206 0.000153360277727 ko04745 Phototransduction - fly 17/1338 38/7206 0.000184203882778 ko04923 Regulation of lipolysis in adipocytes 28/1338 77/7206 0.000185314786323 ko05169 Epstein-Barr virus infection 19/1338 206/7206 0.000247973542549 ko04961 Endocrine and other factor-regulated calcium reabsorption 23/1338 59/7206 0.000264083224243 ko00520 Amino sugar and nucleotide sugar metabolism 1/1338 55/7206 0.00032835996565 ko04371 Apelin signaling pathway 52/1338 177/7206 0.000387739758027 ko04120 Ubiquitin mediated proteolysis 11/1338 138/7206 0.000566184792985 ko05162 Measles 9/1338 120/7206 0.000829113284786 ko05110 Vibrio cholerae infection 23/1338 63/7206 0.000844179487196 ko04612 Antigen processing and presentation 4/1338 77/7206 0.00102526970598 ko04964 Proximal tubule bicarbonate reclamation 13/1338 29/7206 0.00102971577055 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 27/1338 79/7206 0.00110790967445 ko04710 Circadian rhythm 17/1338 43/7206 0.00119874387208 ko05414 Dilated cardiomyopathy 35/1338 112/7206 0.00126244865673 ko05140 Leishmaniasis 4/1338 75/7206 0.00148031762317 ko04260 Cardiac muscle contraction 31/1338 98/7206 0.0015640675458 ko03420 Nucleotide excision repair 1/1338 46/7206 0.00175874657754 ko04922 Glucagon signaling pathway 38/1338 128/7206 0.0018657197147 ko04270 Vascular smooth muscle contraction 44/1338 154/7206 0.00222344093702 ko04973 Carbohydrate digestion and absorption 16/1338 42/7206 0.00249759213535 ko05145 Toxoplasmosis 11/1338 126/7206 0.00256355171915 ko03022 Basal transcription factors 1/1338 44/7206 0.00271010471514 ko04622 RIG-I-like receptor signaling pathway 3/1338 62/7206 0.00276879605309 ko04915 Estrogen signaling pathway 38/1338 131/7206 0.00306203705754 ko04657 IL-17 signaling pathway 6/1338 87/7206 0.00321841590469 ko05133 Pertussis 6/1338 87/7206 0.00321841590469 ko03018 RNA degradation 6/1338 84/7206 0.0044431724028 ko04217 Necroptosis 19/1338 178/7206 0.0045554429709 ko05231 Choline metabolism in cancer 38/1338 134/7206 0.00487196527242 ko05205 Proteoglycans in cancer 33/1338 271/7206 0.00517582270427 ko04146 Peroxisome 7/1338 89/7206 0.0059646064203 ko05166 HTLV-I infection 37/1338 292/7206 0.00707485733019 ko04350 TGF-beta signaling pathway 9/1338 103/7206 0.00715937875761 ko04960 Aldosterone-regulated sodium reabsorption 15/1338 41/7206 0.00716829428913 ko05161 Hepatitis B 19/1338 173/7206 0.00745272593137 ko04658 Th1 and Th2 cell differentiation 8/1338 96/7206 0.0077182142333 ko00562 Inositol phosphate metabolism 27/1338 89/7206 0.00842257079953 ko04610 Complement and coagulation cascades 6/1338 79/7206 0.00851060022601 ko05321 Inflammatory bowel disease (IBD) 3/1338 56/7206 0.00856372870228 ko04626 Plant-pathogen interaction 8/1338 18/7206 0.010335004923 ko00280 Valine, leucine and isoleucine degradation 3/1338 54/7206 0.0124574784839 ko04330 Notch signaling pathway 4/1338 62/7206 0.0126442253587 ko04210 Apoptosis 21/1338 180/7206 0.0149333349234 ko05131 Shigellosis 7/1338 82/7206 0.0150623436418 ko04918 Thyroid hormone synthesis 25/1338 86/7206 0.0169124080188 ko04064 NF-kappa B signaling pathway 9/1338 96/7206 0.0170674520348 ko04630 Jak-STAT signaling pathway 14/1338 132/7206 0.0171327946304 ko00240 Pyrimidine metabolism 11/1338 110/7206 0.018403131045 ko04912 GnRH signaling pathway 33/1338 122/7206 0.0186521051403 ko05410 Hypertrophic cardiomyopathy (HCM) 28/1338 100/7206 0.0192298168116 ko05214 Glioma 23/1338 79/7206 0.0196506211993 ko04930 Type II diabetes mellitus 17/1338 54/7206 0.0210604640527 ko04214 Apoptosis - fly 6/1338 72/7206 0.0218906645655 ko05219 Bladder cancer 3/1338 48/7206 0.0245493647207 ko04113 Meiosis - yeast 6/1338 70/7206 0.0297709497564 ko00604 Glycosphingolipid biosynthesis - ganglio series 6/1338 14/7206 0.0313068054463 ko04062 Chemokine signaling pathway 49/1338 201/7206 0.0344570283645 ko03410 Base excision repair 2/1338 38/7206 0.0345084739593 ko00480 Glutathione metabolism 4/1338 55/7206 0.0346408840923 ko05144 Malaria 3/1338 45/7206 0.034924694731 ko00071 Fatty acid degradation 3/1338 45/7206 0.034924694731 ko05202 Transcriptional misregulation in cancer 24/1338 188/7206 0.0366316374961 ko04916 Melanogenesis 36/1338 142/7206 0.0386622205326 ko05217 Basal cell carcinoma 6/1338 68/7206 0.0403859161335 ko04962 Vasopressin-regulated water reabsorption 17/1338 58/7206 0.0414810110817 ko04932 Non-alcoholic fatty liver disease (NAFLD) 23/1338 182/7206 0.0419652286247 ko00310 Lysine degradation 7/1338 73/7206 0.0486948761581 ko04115 p53 signaling pathway 7/1338 74/7206 0.0492301476155