ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 200/1173 423/7206 5.17786187592e-54 ko04724 Glutamatergic synapse 98/1173 152/7206 1.50571461701e-41 ko04713 Circadian entrainment 83/1173 136/7206 1.07019772994e-32 ko05033 Nicotine addiction 49/1173 56/7206 7.16535826461e-32 ko05032 Morphine addiction 72/1173 110/7206 2.44601781399e-31 ko04727 GABAergic synapse 70/1173 110/7206 2.39079826431e-29 ko04728 Dopaminergic synapse 94/1173 185/7206 2.98336314594e-28 ko04725 Cholinergic synapse 82/1173 160/7206 4.49870907209e-25 ko04723 Retrograde endocannabinoid signaling 82/1173 175/7206 8.75064617084e-22 ko04726 Serotonergic synapse 69/1173 137/7206 1.06151369704e-20 ko04024 cAMP signaling pathway 108/1173 279/7206 3.52705459674e-20 ko04020 Calcium signaling pathway 102/1173 265/7206 6.52217250672e-19 ko04911 Insulin secretion 60/1173 117/7206 1.20377346367e-18 ko04721 Synaptic vesicle cycle 47/1173 80/7206 5.12145190183e-18 ko04921 Oxytocin signaling pathway 85/1173 209/7206 1.09966651776e-17 ko05031 Amphetamine addiction 48/1173 91/7206 8.54593076216e-16 ko04720 Long-term potentiation 50/1173 99/7206 2.1696650667e-15 ko04742 Taste transduction 37/1173 61/7206 4.44380825735e-15 ko04744 Phototransduction 27/1173 36/7206 8.39997220414e-15 ko04261 Adrenergic signaling in cardiomyocytes 76/1173 205/7206 2.97463882321e-13 ko05030 Cocaine addiction 38/1173 73/7206 1.55114217177e-12 ko04970 Salivary secretion 43/1173 95/7206 2.27657985672e-11 ko04925 Aldosterone synthesis and secretion 44/1173 105/7206 3.00685897483e-10 ko04971 Gastric acid secretion 42/1173 98/7206 3.28209014242e-10 ko03040 Spliceosome 1/1173 145/7206 3.28750544378e-10 ko03010 Ribosome 1/1173 129/7206 4.09232945467e-09 ko04070 Phosphatidylinositol signaling system 43/1173 112/7206 1.38049232638e-08 ko04740 Olfactory transduction 33/1173 80/7206 8.04641828939e-08 ko04010 MAPK signaling pathway 89/1173 321/7206 1.0716220793e-07 ko05014 Amyotrophic lateral sclerosis (ALS) 31/1173 74/7206 1.30498518416e-07 ko04360 Axon guidance 68/1173 233/7206 4.91999018824e-07 ko04730 Long-term depression 31/1173 78/7206 5.35812786251e-07 ko05322 Systemic lupus erythematosus 5/1173 151/7206 5.86131389801e-07 ko04022 cGMP-PKG signaling pathway 64/1173 216/7206 7.57316328315e-07 ko04060 Cytokine-cytokine receptor interaction 9/1173 191/7206 1.22451776702e-06 ko04745 Phototransduction - fly 19/1173 38/7206 1.42762967513e-06 ko03013 RNA transport 7/1173 166/7206 1.8914436864e-06 ko04540 Gap junction 42/1173 128/7206 2.91523287272e-06 ko04972 Pancreatic secretion 38/1173 111/7206 3.05340968253e-06 ko05168 Herpes simplex infection 9/1173 182/7206 3.41238968063e-06 ko04072 Phospholipase D signaling pathway 57/1173 197/7206 5.43434041379e-06 ko05203 Viral carcinogenesis 20/1173 277/7206 8.91772402048e-06 ko04924 Renin secretion 30/1173 86/7206 2.20426945274e-05 ko04141 Protein processing in endoplasmic reticulum 11/1173 184/7206 2.83852464331e-05 ko04612 Antigen processing and presentation 1/1173 77/7206 3.13202732963e-05 ko04915 Estrogen signaling pathway 40/1173 131/7206 3.76722266044e-05 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 27/1173 79/7206 8.35414569952e-05 ko04110 Cell cycle 8/1173 145/7206 0.00014213717437 ko04514 Cell adhesion molecules (CAMs) 38/1173 130/7206 0.000170528744177 ko04610 Complement and coagulation cascades 2/1173 79/7206 0.000171640997083 ko03008 Ribosome biogenesis in eukaryotes 2/1173 79/7206 0.000171640997083 ko05414 Dilated cardiomyopathy 34/1173 112/7206 0.000234879148104 ko04961 Endocrine and other factor-regulated calcium reabsorption 21/1173 59/7206 0.000261052316806 ko04371 Apelin signaling pathway 48/1173 177/7206 0.000264463131153 ko04912 GnRH signaling pathway 36/1173 122/7206 0.000265539141726 ko04750 Inflammatory mediator regulation of TRP channels 36/1173 122/7206 0.000265539141726 ko05164 Influenza A 11/1173 167/7206 0.000267179619131 ko04260 Cardiac muscle contraction 30/1173 98/7206 0.00044414595568 ko04014 Ras signaling pathway 67/1173 279/7206 0.000657635225922 ko04621 NOD-like receptor signaling pathway 11/1173 157/7206 0.000662298285169 ko04976 Bile secretion 25/1173 80/7206 0.000710133960011 ko05110 Vibrio cholerae infection 21/1173 63/7206 0.000823308268068 ko04923 Regulation of lipolysis in adipocytes 24/1173 77/7206 0.000966610802593 ko05162 Measles 7/1173 120/7206 0.00101653957515 ko05169 Epstein-Barr virus infection 17/1173 206/7206 0.00103948864667 ko00520 Amino sugar and nucleotide sugar metabolism 1/1173 55/7206 0.00135077874691 ko04350 TGF-beta signaling pathway 6/1173 103/7206 0.00187332198129 ko04711 Circadian rhythm - fly 7/1173 13/7206 0.00205961584099 ko00310 Lysine degradation 3/1173 73/7206 0.00217387728791 ko05202 Transcriptional misregulation in cancer 16/1173 188/7206 0.0025146102616 ko04062 Chemokine signaling pathway 49/1173 201/7206 0.00255930412383 ko04916 Melanogenesis 37/1173 142/7206 0.00263063196667 ko04918 Thyroid hormone synthesis 25/1173 86/7206 0.00284205111578 ko05034 Alcoholism 56/1173 238/7206 0.0031095054758 ko04114 Oocyte meiosis 36/1173 139/7206 0.00346093600445 ko00604 Glycosphingolipid biosynthesis - ganglio series 7/1173 14/7206 0.00354487808188 ko04146 Peroxisome 5/1173 89/7206 0.00357386858641 ko04964 Proximal tubule bicarbonate reclamation 11/1173 29/7206 0.0040883721798 ko03420 Nucleotide excision repair 1/1173 46/7206 0.0044280186568 ko04626 Plant-pathogen interaction 8/1173 18/7206 0.00454572963722 ko04064 NF-kappa B signaling pathway 6/1173 96/7206 0.00498763903265 ko04922 Glucagon signaling pathway 33/1173 128/7206 0.00520947836985 ko04966 Collecting duct acid secretion 10/1173 26/7206 0.00545008656188 ko05321 Inflammatory bowel disease (IBD) 2/1173 56/7206 0.00571451505817 ko05231 Choline metabolism in cancer 34/1173 134/7206 0.006270329669 ko04115 p53 signaling pathway 4/1173 74/7206 0.00685980405432 ko05140 Leishmaniasis 4/1173 75/7206 0.00688509601946 ko04120 Ubiquitin mediated proteolysis 11/1173 138/7206 0.00693933028825 ko05144 Malaria 1/1173 45/7206 0.00694155441822 ko00071 Fatty acid degradation 1/1173 45/7206 0.00694155441822 ko03018 RNA degradation 5/1173 84/7206 0.00696166851664 ko05016 Huntington's disease 21/1173 215/7206 0.00831945874787 ko00240 Pyrimidine metabolism 8/1173 110/7206 0.0086206314567 ko00562 Inositol phosphate metabolism 24/1173 89/7206 0.00896596378391 ko05161 Hepatitis B 16/1173 173/7206 0.00901169091672 ko04330 Notch signaling pathway 3/1173 62/7206 0.00926918332428 ko04622 RIG-I-like receptor signaling pathway 3/1173 62/7206 0.00926918332428 ko04710 Circadian rhythm 14/1173 43/7206 0.0107480988545 ko04630 Jak-STAT signaling pathway 11/1173 132/7206 0.0118534741203 ko04722 Neurotrophin signaling pathway 38/1173 160/7206 0.0125323757028 ko00590 Arachidonic acid metabolism 2/1173 52/7206 0.0125491431315 ko04015 Rap1 signaling pathway 61/1173 278/7206 0.0126375989937 ko05410 Hypertrophic cardiomyopathy (HCM) 26/1173 100/7206 0.0131873443011 ko04930 Type II diabetes mellitus 16/1173 54/7206 0.0143164458796 ko03410 Base excision repair 1/1173 38/7206 0.0149280573238 ko00980 Metabolism of xenobiotics by cytochrome P450 1/1173 40/7206 0.0156029877293 ko04960 Aldosterone-regulated sodium reabsorption 13/1173 41/7206 0.016717581266 ko00512 Mucin type O-glycan biosynthesis 10/1173 29/7206 0.018664439994 ko04142 Lysosome 14/1173 151/7206 0.0186656997093 ko04270 Vascular smooth muscle contraction 36/1173 154/7206 0.0201215656242 ko05214 Glioma 21/1173 79/7206 0.0201403417233 ko00533 Glycosaminoglycan biosynthesis - keratan sulfate 6/1173 15/7206 0.0244620870677 ko04320 Dorso-ventral axis formation 10/1173 31/7206 0.0250968415201 ko04012 ErbB signaling pathway 27/1173 109/7206 0.0251122909729 ko04640 Hematopoietic cell lineage 4/1173 64/7206 0.0262103889559 ko04213 Longevity regulating pathway - multiple species 22/1173 86/7206 0.0263186550743 ko00280 Valine, leucine and isoleucine degradation 3/1173 54/7206 0.0265466121072 ko00480 Glutathione metabolism 3/1173 55/7206 0.0265654480971 ko05205 Proteoglycans in cancer 31/1173 271/7206 0.0288463477565 ko05222 Small cell lung cancer 7/1173 89/7206 0.0294457198015 ko04919 Thyroid hormone signaling pathway 33/1173 143/7206 0.0297597355748 ko04071 Sphingolipid signaling pathway 37/1173 162/7206 0.0305397940114 ko00500 Starch and sucrose metabolism 1/1173 35/7206 0.0348077447278 ko04658 Th1 and Th2 cell differentiation 8/1173 96/7206 0.0356946193382 ko04973 Carbohydrate digestion and absorption 12/1173 42/7206 0.0367487825472 ko04657 IL-17 signaling pathway 7/1173 87/7206 0.0394533090684 ko05166 HTLV-I infection 35/1173 292/7206 0.0429329585192 ko00250 Alanine, aspartate and glutamate metabolism 11/1173 38/7206 0.0450107693937 ko03320 PPAR signaling pathway 5/1173 69/7206 0.0472924020056