ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 200/1182 423/7206 1.97317288297e-53 ko04724 Glutamatergic synapse 93/1182 152/7206 2.09149353235e-36 ko05033 Nicotine addiction 50/1182 56/7206 2.72836468491e-33 ko05032 Morphine addiction 72/1182 110/7206 4.08036982683e-31 ko04727 GABAergic synapse 69/1182 110/7206 3.60846438172e-28 ko04713 Circadian entrainment 78/1182 136/7206 5.77085490328e-28 ko04728 Dopaminergic synapse 89/1182 185/7206 2.41034982127e-24 ko04725 Cholinergic synapse 79/1182 160/7206 1.2721259972e-22 ko04723 Retrograde endocannabinoid signaling 81/1182 175/7206 6.90436183716e-21 ko04721 Synaptic vesicle cycle 50/1182 80/7206 1.29982689696e-20 ko04024 cAMP signaling pathway 104/1182 279/7206 9.0583268444e-18 ko04020 Calcium signaling pathway 99/1182 265/7206 6.33508035802e-17 ko04726 Serotonergic synapse 63/1182 137/7206 2.57053659017e-16 ko04911 Insulin secretion 57/1182 117/7206 2.71352002862e-16 ko04744 Phototransduction 28/1182 36/7206 6.24723414198e-16 ko05031 Amphetamine addiction 47/1182 91/7206 6.77091542689e-15 ko04742 Taste transduction 36/1182 61/7206 4.47545266447e-14 ko04921 Oxytocin signaling pathway 77/1182 209/7206 3.668514989e-13 ko04720 Long-term potentiation 47/1182 99/7206 3.9838144192e-13 ko04740 Olfactory transduction 38/1182 80/7206 7.14893584055e-11 ko04970 Salivary secretion 42/1182 95/7206 1.26984701476e-10 ko03040 Spliceosome 1/1182 145/7206 1.92402901763e-10 ko04261 Adrenergic signaling in cardiomyocytes 70/1182 205/7206 3.02541139927e-10 ko04925 Aldosterone synthesis and secretion 44/1182 105/7206 3.87731348278e-10 ko03010 Ribosome 1/1182 129/7206 4.21876226416e-09 ko05030 Cocaine addiction 33/1182 73/7206 6.25371078065e-09 ko05322 Systemic lupus erythematosus 4/1182 151/7206 8.71507722303e-08 ko04971 Gastric acid secretion 38/1182 98/7206 9.69469242965e-08 ko04070 Phosphatidylinositol signaling system 40/1182 112/7206 5.032245208e-07 ko05014 Amyotrophic lateral sclerosis (ALS) 30/1182 74/7206 5.81804212913e-07 ko04060 Cytokine-cytokine receptor interaction 9/1182 191/7206 8.21784238614e-07 ko04072 Phospholipase D signaling pathway 59/1182 197/7206 1.93077630048e-06 ko03013 RNA transport 7/1182 166/7206 1.950884869e-06 ko04022 cGMP-PKG signaling pathway 63/1182 216/7206 2.19964446148e-06 ko04730 Long-term depression 30/1182 78/7206 2.96490568017e-06 ko05168 Herpes simplex infection 9/1182 182/7206 3.49108386399e-06 ko04750 Inflammatory mediator regulation of TRP channels 40/1182 122/7206 6.25625750747e-06 ko05203 Viral carcinogenesis 20/1182 277/7206 6.46812014055e-06 ko04010 MAPK signaling pathway 83/1182 321/7206 9.64429240074e-06 ko04540 Gap junction 41/1182 128/7206 9.93210161638e-06 ko04966 Collecting duct acid secretion 14/1182 26/7206 1.2965553168e-05 ko04514 Cell adhesion molecules (CAMs) 41/1182 130/7206 1.93692469419e-05 ko04972 Pancreatic secretion 36/1182 111/7206 2.51611002709e-05 ko04141 Protein processing in endoplasmic reticulum 11/1182 184/7206 2.82960734564e-05 ko04360 Axon guidance 63/1182 233/7206 2.96142733722e-05 ko04612 Antigen processing and presentation 1/1182 77/7206 3.18442363879e-05 ko04110 Cell cycle 7/1182 145/7206 3.35462380755e-05 ko04745 Phototransduction - fly 17/1182 38/7206 3.6645406894e-05 ko04120 Ubiquitin mediated proteolysis 7/1182 138/7206 6.5172513268e-05 ko04621 NOD-like receptor signaling pathway 9/1182 157/7206 7.22952900266e-05 ko05164 Influenza A 10/1182 167/7206 7.45642034799e-05 ko04924 Renin secretion 29/1182 86/7206 8.95276661357e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 27/1182 79/7206 9.26182931454e-05 ko05110 Vibrio cholerae infection 23/1182 63/7206 9.81048053003e-05 ko04014 Ras signaling pathway 70/1182 279/7206 0.000139428479385 ko03008 Ribosome biogenesis in eukaryotes 2/1182 79/7206 0.00017230284423 ko05414 Dilated cardiomyopathy 34/1182 112/7206 0.000245338244739 ko04915 Estrogen signaling pathway 37/1182 131/7206 0.000509354402914 ko05162 Measles 7/1182 120/7206 0.000699702057872 ko00520 Amino sugar and nucleotide sugar metabolism 1/1182 55/7206 0.00137637392169 ko05169 Epstein-Barr virus infection 18/1182 206/7206 0.00157731401571 ko04976 Bile secretion 24/1182 80/7206 0.00210486802022 ko04260 Cardiac muscle contraction 28/1182 98/7206 0.00223459194452 ko04961 Endocrine and other factor-regulated calcium reabsorption 19/1182 59/7206 0.00232158556999 ko00240 Pyrimidine metabolism 7/1182 110/7206 0.00257917966501 ko04923 Regulation of lipolysis in adipocytes 23/1182 77/7206 0.00287160758737 ko04630 Jak-STAT signaling pathway 10/1182 132/7206 0.00412992738006 ko03420 Nucleotide excision repair 1/1182 46/7206 0.00441073239519 ko04626 Plant-pathogen interaction 8/1182 18/7206 0.00477235151407 ko04960 Aldosterone-regulated sodium reabsorption 14/1182 41/7206 0.00482726771024 ko04930 Type II diabetes mellitus 17/1182 54/7206 0.0051291877015 ko04912 GnRH signaling pathway 32/1182 122/7206 0.00616288972909 ko05231 Choline metabolism in cancer 34/1182 134/7206 0.00662317293237 ko03022 Basal transcription factors 1/1182 44/7206 0.00670289521076 ko05140 Leishmaniasis 4/1182 75/7206 0.00692603803111 ko00071 Fatty acid degradation 1/1182 45/7206 0.00704651048804 ko04922 Glucagon signaling pathway 33/1182 128/7206 0.00752676921724 ko04918 Thyroid hormone synthesis 24/1182 86/7206 0.00754041811458 ko04330 Notch signaling pathway 3/1182 62/7206 0.00920459043852 ko04622 RIG-I-like receptor signaling pathway 3/1182 62/7206 0.00920459043852 ko05205 Proteoglycans in cancer 29/1182 271/7206 0.00929713541126 ko04146 Peroxisome 6/1182 89/7206 0.00936165239964 ko05131 Shigellosis 5/1182 82/7206 0.00984667775646 ko00310 Lysine degradation 4/1182 73/7206 0.0099332224165 ko04710 Circadian rhythm 14/1182 43/7206 0.0109584473897 ko04658 Th1 and Th2 cell differentiation 7/1182 96/7206 0.0121039355944 ko04064 NF-kappa B signaling pathway 7/1182 96/7206 0.0121039355944 ko00590 Arachidonic acid metabolism 2/1182 52/7206 0.0127236694278 ko04657 IL-17 signaling pathway 6/1182 87/7206 0.0127805281617 ko05133 Pertussis 6/1182 87/7206 0.0127805281617 ko04610 Complement and coagulation cascades 5/1182 79/7206 0.013473457658 ko05410 Hypertrophic cardiomyopathy (HCM) 26/1182 100/7206 0.0136429965652 ko04932 Non-alcoholic fatty liver disease (NAFLD) 18/1182 182/7206 0.0146797296075 ko00630 Glyoxylate and dicarboxylate metabolism 1/1182 38/7206 0.0148295111775 ko03410 Base excision repair 1/1182 38/7206 0.0148295111775 ko04270 Vascular smooth muscle contraction 37/1182 154/7206 0.0149136694635 ko04350 TGF-beta signaling pathway 8/1182 103/7206 0.0152038976531 ko04062 Chemokine signaling pathway 46/1182 201/7206 0.0154064935166 ko05161 Hepatitis B 17/1182 173/7206 0.0165242056091 ko03018 RNA degradation 6/1182 84/7206 0.0173911241462 ko00604 Glycosphingolipid biosynthesis - ganglio series 6/1182 14/7206 0.0175933464232 ko05219 Bladder cancer 2/1182 48/7206 0.0175999903656 ko04973 Carbohydrate digestion and absorption 13/1182 42/7206 0.0189393069361 ko05016 Huntington's disease 23/1182 215/7206 0.019405600351 ko05145 Toxoplasmosis 11/1182 126/7206 0.0202448268182 ko04015 Rap1 signaling pathway 60/1182 278/7206 0.0205669108333 ko00562 Inositol phosphate metabolism 23/1182 89/7206 0.0206190878804 ko05214 Glioma 21/1182 79/7206 0.0207474777293 ko04916 Melanogenesis 34/1182 142/7206 0.0212822373314 ko05166 HTLV-I infection 34/1182 292/7206 0.0237812971989 ko04214 Apoptosis - fly 5/1182 72/7206 0.0250506867042 ko05144 Malaria 2/1182 45/7206 0.0253843784551 ko04115 p53 signaling pathway 5/1182 74/7206 0.0255938675077 ko00280 Valine, leucine and isoleucine degradation 3/1182 54/7206 0.0263822102011 ko05321 Inflammatory bowel disease (IBD) 3/1182 56/7206 0.0274166588478 ko05418 Fluid shear stress and atherosclerosis 18/1182 173/7206 0.0290179096949 ko05120 Epithelial cell signaling in Helicobacter pylori infection 23/1182 92/7206 0.0325562590626 ko00860 Porphyrin and chlorophyll metabolism 1/1182 34/7206 0.0335916067967 ko04114 Oocyte meiosis 32/1182 139/7206 0.0373803265086 ko00230 Purine metabolism 43/1182 194/7206 0.0383178041428 ko04217 Necroptosis 19/1182 178/7206 0.0397232545721 ko04964 Proximal tubule bicarbonate reclamation 9/1182 29/7206 0.0429014045882 ko04711 Circadian rhythm - fly 5/1182 13/7206 0.0480108336377 ko05340 Primary immunodeficiency 1/1182 30/7206 0.0491728084346