ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 181/1059 423/7206 9.30674781775e-48 ko04724 Glutamatergic synapse 85/1059 152/7206 6.10676374316e-33 ko05033 Nicotine addiction 45/1059 56/7206 4.28963663232e-28 ko04713 Circadian entrainment 72/1059 136/7206 5.02309390139e-26 ko05032 Morphine addiction 63/1059 110/7206 2.01767528471e-25 ko04727 GABAergic synapse 59/1059 110/7206 6.84252886796e-22 ko04728 Dopaminergic synapse 79/1059 185/7206 8.77972735038e-21 ko04725 Cholinergic synapse 70/1059 160/7206 3.08733608905e-19 ko04723 Retrograde endocannabinoid signaling 73/1059 175/7206 1.40573251742e-18 ko04024 cAMP signaling pathway 96/1059 279/7206 3.4478067656e-17 ko04911 Insulin secretion 54/1059 117/7206 2.42218788513e-16 ko04721 Synaptic vesicle cycle 43/1059 80/7206 2.53423716064e-16 ko04020 Calcium signaling pathway 90/1059 265/7206 1.13845210066e-15 ko04921 Oxytocin signaling pathway 76/1059 209/7206 2.65426297606e-15 ko04726 Serotonergic synapse 57/1059 137/7206 1.0742473015e-14 ko04720 Long-term potentiation 43/1059 99/7206 3.73679987939e-12 ko04742 Taste transduction 32/1059 61/7206 4.28809081218e-12 ko05031 Amphetamine addiction 40/1059 91/7206 1.34804564293e-11 ko04261 Adrenergic signaling in cardiomyocytes 67/1059 205/7206 3.89825625284e-11 ko04970 Salivary secretion 39/1059 95/7206 2.98968593247e-10 ko04925 Aldosterone synthesis and secretion 39/1059 105/7206 9.17417785697e-09 ko03040 Spliceosome 2/1059 145/7206 4.12107401161e-08 ko04971 Gastric acid secretion 36/1059 98/7206 4.7715116754e-08 ko04744 Phototransduction 19/1059 36/7206 9.16112837446e-08 ko04740 Olfactory transduction 31/1059 80/7206 9.97145270638e-08 ko04022 cGMP-PKG signaling pathway 60/1059 216/7206 4.21116411649e-07 ko05322 Systemic lupus erythematosus 4/1059 151/7206 1.14521076678e-06 ko04010 MAPK signaling pathway 79/1059 321/7206 1.57327632856e-06 ko04730 Long-term depression 28/1059 78/7206 2.51998064346e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 27/1059 74/7206 2.64862929189e-06 ko04360 Axon guidance 61/1059 233/7206 3.08212371879e-06 ko05168 Herpes simplex infection 7/1059 182/7206 3.39512841048e-06 ko05203 Viral carcinogenesis 16/1059 277/7206 3.52899916277e-06 ko04972 Pancreatic secretion 35/1059 111/7206 5.05523211526e-06 ko05030 Cocaine addiction 26/1059 73/7206 6.76829383533e-06 ko04514 Cell adhesion molecules (CAMs) 39/1059 130/7206 7.21925785772e-06 ko04745 Phototransduction - fly 17/1059 38/7206 8.26091023025e-06 ko03013 RNA transport 7/1059 166/7206 1.89807496495e-05 ko04070 Phosphatidylinositol signaling system 34/1059 112/7206 1.92984030811e-05 ko04072 Phospholipase D signaling pathway 51/1059 197/7206 3.50827150632e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 26/1059 79/7206 3.70275175197e-05 ko04540 Gap junction 37/1059 128/7206 3.78767352273e-05 ko04060 Cytokine-cytokine receptor interaction 10/1059 191/7206 4.44600589416e-05 ko04621 NOD-like receptor signaling pathway 7/1059 157/7206 5.35502968159e-05 ko04260 Cardiac muscle contraction 29/1059 98/7206 0.000134874920533 ko04750 Inflammatory mediator regulation of TRP channels 34/1059 122/7206 0.000142227073191 ko04110 Cell cycle 7/1059 145/7206 0.000208252931024 ko05164 Influenza A 9/1059 167/7206 0.000222394886221 ko04976 Bile secretion 24/1059 80/7206 0.000376723979774 ko04964 Proximal tubule bicarbonate reclamation 12/1059 29/7206 0.000437963491958 ko04924 Renin secretion 25/1059 86/7206 0.000568189817639 ko04120 Ubiquitin mediated proteolysis 7/1059 138/7206 0.000573926953483 ko03008 Ribosome biogenesis in eukaryotes 2/1059 79/7206 0.00062621775197 ko04915 Estrogen signaling pathway 34/1059 131/7206 0.000660396005119 ko04141 Protein processing in endoplasmic reticulum 12/1059 184/7206 0.000697351099796 ko04146 Peroxisome 3/1059 89/7206 0.00079132889509 ko04612 Antigen processing and presentation 2/1059 77/7206 0.000940259456848 ko05169 Epstein-Barr virus infection 15/1059 206/7206 0.00132671394921 ko04930 Type II diabetes mellitus 17/1059 54/7206 0.00151104197928 ko05414 Dilated cardiomyopathy 29/1059 112/7206 0.00173290793926 ko04014 Ras signaling pathway 60/1059 279/7206 0.00181275984811 ko04064 NF-kappa B signaling pathway 4/1059 96/7206 0.00194181231643 ko04626 Plant-pathogen interaction 8/1059 18/7206 0.00234707902959 ko04966 Collecting duct acid secretion 10/1059 26/7206 0.0025340365759 ko04270 Vascular smooth muscle contraction 36/1059 154/7206 0.00375622506761 ko05162 Measles 7/1059 120/7206 0.00386959143476 ko04912 GnRH signaling pathway 30/1059 122/7206 0.00409864697557 ko05231 Choline metabolism in cancer 32/1059 134/7206 0.00430340409568 ko04961 Endocrine and other factor-regulated calcium reabsorption 17/1059 59/7206 0.00472775848432 ko04371 Apelin signaling pathway 40/1059 177/7206 0.00486890801211 ko04960 Aldosterone-regulated sodium reabsorption 13/1059 41/7206 0.00590840712091 ko04973 Carbohydrate digestion and absorption 13/1059 42/7206 0.00684345999937 ko04710 Circadian rhythm 13/1059 43/7206 0.00803493436781 ko04630 Jak-STAT signaling pathway 9/1059 132/7206 0.00860062465571 ko04610 Complement and coagulation cascades 4/1059 79/7206 0.0102895474416 ko00604 Glycosphingolipid biosynthesis - ganglio series 6/1059 14/7206 0.0103616185142 ko05144 Malaria 1/1059 45/7206 0.0106381851229 ko00071 Fatty acid degradation 1/1059 45/7206 0.0106381851229 ko03420 Nucleotide excision repair 1/1059 46/7206 0.0107227298356 ko05110 Vibrio cholerae infection 17/1059 63/7206 0.0108855580837 ko05166 HTLV-I infection 28/1059 292/7206 0.0111160389101 ko04916 Melanogenesis 32/1059 142/7206 0.0114374982085 ko05161 Hepatitis B 14/1059 173/7206 0.0119570144135 ko04015 Rap1 signaling pathway 56/1059 278/7206 0.0119675974613 ko05321 Inflammatory bowel disease (IBD) 2/1059 56/7206 0.0129104360992 ko04217 Necroptosis 15/1059 178/7206 0.0136531061713 ko05205 Proteoglycans in cancer 26/1059 271/7206 0.0141482461931 ko05410 Hypertrophic cardiomyopathy (HCM) 24/1059 100/7206 0.0145102679359 ko03022 Basal transcription factors 1/1059 44/7206 0.0163539845062 ko00280 Valine, leucine and isoleucine degradation 2/1059 54/7206 0.0188689444712 ko00310 Lysine degradation 4/1059 73/7206 0.019934497889 ko04115 p53 signaling pathway 4/1059 74/7206 0.0199505228634 ko05140 Leishmaniasis 4/1059 75/7206 0.0202571005101 ko04923 Regulation of lipolysis in adipocytes 19/1059 77/7206 0.0217537145393 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1059 40/7206 0.023517329036 ko05214 Glioma 19/1059 79/7206 0.0244604112469 ko00590 Arachidonic acid metabolism 2/1059 52/7206 0.0278606227601 ko00330 Arginine and proline metabolism 3/1059 61/7206 0.0279638975506 ko04330 Notch signaling pathway 3/1059 62/7206 0.0285066328564 ko04622 RIG-I-like receptor signaling pathway 3/1059 62/7206 0.0285066328564 ko00240 Pyrimidine metabolism 8/1059 110/7206 0.0286805150985 ko04918 Thyroid hormone synthesis 20/1059 86/7206 0.0310668969915 ko04922 Glucagon signaling pathway 28/1059 128/7206 0.0310770215798 ko04711 Circadian rhythm - fly 5/1059 13/7206 0.0314063835349 ko05222 Small cell lung cancer 6/1059 89/7206 0.0336816578547 ko00982 Drug metabolism - cytochrome P450 1/1059 37/7206 0.0347730247143 ko03410 Base excision repair 1/1059 38/7206 0.0354268127844 ko04142 Lysosome 13/1059 151/7206 0.035627638216 ko05230 Central carbon metabolism in cancer 19/1059 81/7206 0.0381563941362 ko03320 PPAR signaling pathway 4/1059 69/7206 0.0384287808934 ko00260 Glycine, serine and threonine metabolism 2/1059 48/7206 0.0387373334134 ko00230 Purine metabolism 39/1059 194/7206 0.0390809989865 ko04012 ErbB signaling pathway 24/1059 109/7206 0.0395583848586 ko04210 Apoptosis 17/1059 180/7206 0.042762089791 ko04932 Non-alcoholic fatty liver disease (NAFLD) 17/1059 182/7206 0.0431224284562 ko04657 IL-17 signaling pathway 6/1059 87/7206 0.0457324590525 ko05202 Transcriptional misregulation in cancer 18/1059 188/7206 0.0468092204382 ko00562 Inositol phosphate metabolism 20/1059 89/7206 0.0485194119658 ko05130 Pathogenic Escherichia coli infection 5/1059 77/7206 0.049878151838