ko pathway ratio_in_study ratio_in_pop p_value ko04724 Glutamatergic synapse 76/818 152/7206 5.85767408571e-33 ko04080 Neuroactive ligand-receptor interaction 133/818 423/7206 8.3650260952e-31 ko04713 Circadian entrainment 59/818 136/7206 9.48586135606e-22 ko05033 Nicotine addiction 36/818 56/7206 3.99118465867e-21 ko04727 GABAergic synapse 49/818 110/7206 7.71945217758e-19 ko05032 Morphine addiction 49/818 110/7206 7.71945217758e-19 ko04728 Dopaminergic synapse 65/818 185/7206 4.90420179848e-18 ko04020 Calcium signaling pathway 79/818 265/7206 7.33247356687e-17 ko04723 Retrograde endocannabinoid signaling 60/818 175/7206 3.7579627314e-16 ko04726 Serotonergic synapse 50/818 137/7206 6.90903765267e-15 ko04720 Long-term potentiation 41/818 99/7206 1.30287936849e-14 ko04911 Insulin secretion 44/818 117/7206 8.75365648908e-14 ko04024 cAMP signaling pathway 75/818 279/7206 2.50026642684e-13 ko04921 Oxytocin signaling pathway 60/818 209/7206 2.90318245429e-12 ko04261 Adrenergic signaling in cardiomyocytes 59/818 205/7206 3.95777116392e-12 ko04725 Cholinergic synapse 50/818 160/7206 6.54810323741e-12 ko05031 Amphetamine addiction 35/818 91/7206 1.49822884044e-11 ko04925 Aldosterone synthesis and secretion 36/818 105/7206 3.50822548131e-10 ko04970 Salivary secretion 33/818 95/7206 1.30925238911e-09 ko04070 Phosphatidylinositol signaling system 35/818 112/7206 1.01190951242e-08 ko04971 Gastric acid secretion 31/818 98/7206 5.17458796558e-08 ko04721 Synaptic vesicle cycle 27/818 80/7206 8.38954081314e-08 ko04730 Long-term depression 26/818 78/7206 1.93348212842e-07 ko04022 cGMP-PKG signaling pathway 51/818 216/7206 2.81913079415e-07 ko04742 Taste transduction 22/818 61/7206 3.57909221685e-07 ko03040 Spliceosome 1/818 145/7206 8.59756548505e-07 ko04745 Phototransduction - fly 16/818 38/7206 1.30368149566e-06 ko05030 Cocaine addiction 23/818 73/7206 2.97146149697e-06 ko04750 Inflammatory mediator regulation of TRP channels 32/818 122/7206 3.81265877231e-06 ko03010 Ribosome 1/818 129/7206 4.253726251e-06 ko04740 Olfactory transduction 24/818 80/7206 4.77556289859e-06 ko05168 Herpes simplex infection 4/818 182/7206 7.67030284755e-06 ko04010 MAPK signaling pathway 63/818 321/7206 8.65399713519e-06 ko05322 Systemic lupus erythematosus 3/818 151/7206 2.44480510836e-05 ko04710 Circadian rhythm 15/818 43/7206 4.16208210842e-05 ko05014 Amyotrophic lateral sclerosis (ALS) 21/818 74/7206 4.70077253198e-05 ko04072 Phospholipase D signaling pathway 42/818 197/7206 5.03160290296e-05 ko04514 Cell adhesion molecules (CAMs) 31/818 130/7206 6.0257939737e-05 ko04060 Cytokine-cytokine receptor interaction 6/818 191/7206 6.50371925836e-05 ko04960 Aldosterone-regulated sodium reabsorption 14/818 41/7206 9.78887574892e-05 ko04540 Gap junction 30/818 128/7206 9.91199265979e-05 ko04014 Ras signaling pathway 53/818 279/7206 0.000148982889974 ko04630 Jak-STAT signaling pathway 3/818 132/7206 0.000236943350775 ko04972 Pancreatic secretion 26/818 111/7206 0.000238691435124 ko04260 Cardiac muscle contraction 24/818 98/7206 0.000276598335773 ko04110 Cell cycle 4/818 145/7206 0.000281245211183 ko04744 Phototransduction 12/818 36/7206 0.000396242281029 ko04626 Plant-pathogen interaction 8/818 18/7206 0.000410673358998 ko04922 Glucagon signaling pathway 28/818 128/7206 0.000583983322705 ko05162 Measles 3/818 120/7206 0.000684178414553 ko04360 Axon guidance 43/818 233/7206 0.00106062563133 ko05214 Glioma 19/818 79/7206 0.0011280009011 ko04912 GnRH signaling pathway 26/818 122/7206 0.00130695029881 ko04141 Protein processing in endoplasmic reticulum 8/818 184/7206 0.00131475808244 ko04918 Thyroid hormone synthesis 20/818 86/7206 0.00159744853832 ko03013 RNA transport 7/818 166/7206 0.00178240442033 ko05164 Influenza A 7/818 167/7206 0.00180561792403 ko03008 Ribosome biogenesis in eukaryotes 1/818 79/7206 0.0018398194294 ko05203 Viral carcinogenesis 16/818 277/7206 0.00187423444875 ko00562 Inositol phosphate metabolism 20/818 89/7206 0.00218789269698 ko04114 Oocyte meiosis 28/818 139/7206 0.00258344027062 ko04961 Endocrine and other factor-regulated calcium reabsorption 15/818 59/7206 0.00271782388573 ko04621 NOD-like receptor signaling pathway 7/818 157/7206 0.00328825194272 ko04924 Renin secretion 19/818 86/7206 0.00340108672892 ko05169 Epstein-Barr virus infection 11/818 206/7206 0.00363142172179 ko04964 Proximal tubule bicarbonate reclamation 9/818 29/7206 0.0036586574967 ko05231 Choline metabolism in cancer 26/818 134/7206 0.00552026773113 ko04973 Carbohydrate digestion and absorption 11/818 42/7206 0.00587805066767 ko04930 Type II diabetes mellitus 13/818 54/7206 0.00768148064094 ko04371 Apelin signaling pathway 32/818 177/7206 0.00775486752854 ko04915 Estrogen signaling pathway 25/818 131/7206 0.00786303422616 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 17/818 79/7206 0.0108802445374 ko04146 Peroxisome 3/818 89/7206 0.0112390251756 ko05222 Small cell lung cancer 3/818 89/7206 0.0112390251756 ko00680 Methane metabolism 9/818 34/7206 0.0114159150486 ko04012 ErbB signaling pathway 21/818 109/7206 0.0139276511189 ko00310 Lysine degradation 2/818 73/7206 0.0146603687075 ko00604 Glycosphingolipid biosynthesis - ganglio series 5/818 14/7206 0.0155130671037 ko04919 Thyroid hormone signaling pathway 26/818 143/7206 0.0155382069569 ko04657 IL-17 signaling pathway 3/818 87/7206 0.0159628520799 ko04270 Vascular smooth muscle contraction 27/818 154/7206 0.0200841496541 ko00240 Pyrimidine metabolism 5/818 110/7206 0.0218241581266 ko05230 Central carbon metabolism in cancer 16/818 81/7206 0.0219149322569 ko04916 Melanogenesis 25/818 142/7206 0.0226851306655 ko05414 Dilated cardiomyopathy 21/818 112/7206 0.0227154883891 ko05132 Salmonella infection 4/818 98/7206 0.0229916297325 ko04932 Non-alcoholic fatty liver disease (NAFLD) 11/818 182/7206 0.0235943231226 ko00010 Glycolysis / Gluconeogenesis 15/818 74/7206 0.0246955916994 ko05200 Pathways in cancer 41/818 492/7206 0.0271764985184 ko04610 Complement and coagulation cascades 3/818 79/7206 0.0308776216299 ko05010 Alzheimer's disease 33/818 202/7206 0.0316553458914 ko01230 Biosynthesis of amino acids 16/818 85/7206 0.0375788521422 ko04120 Ubiquitin mediated proteolysis 8/818 138/7206 0.0407719187704 ko04330 Notch signaling pathway 2/818 62/7206 0.0423179518825 ko04622 RIG-I-like receptor signaling pathway 2/818 62/7206 0.0423179518825 ko05140 Leishmaniasis 3/818 75/7206 0.0427495958454 ko05130 Pathogenic Escherichia coli infection 3/818 77/7206 0.0440533841345 ko04640 Hematopoietic cell lineage 2/818 64/7206 0.0441150666831 ko05034 Alcoholism 37/818 238/7206 0.0474848930178