ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 215/1320 423/7206 1.24310654425e-55 ko04724 Glutamatergic synapse 92/1320 152/7206 1.71284987704e-31 ko05033 Nicotine addiction 50/1320 56/7206 6.65420413294e-31 ko05032 Morphine addiction 71/1320 110/7206 5.34505781916e-27 ko04713 Circadian entrainment 79/1320 136/7206 1.72944846667e-25 ko04727 GABAergic synapse 68/1320 110/7206 2.76101080077e-24 ko04721 Synaptic vesicle cycle 54/1320 80/7206 3.41086836121e-22 ko04728 Dopaminergic synapse 88/1320 185/7206 3.07635622906e-20 ko04725 Cholinergic synapse 79/1320 160/7206 1.62620635451e-19 ko04020 Calcium signaling pathway 109/1320 265/7206 1.05095991166e-18 ko04024 cAMP signaling pathway 110/1320 279/7206 3.89459509424e-17 ko04723 Retrograde endocannabinoid signaling 79/1320 175/7206 1.30266100044e-16 ko04742 Taste transduction 40/1320 61/7206 4.38737226222e-16 ko04911 Insulin secretion 58/1320 117/7206 9.67246356094e-15 ko04744 Phototransduction 27/1320 36/7206 1.70326797891e-13 ko04726 Serotonergic synapse 62/1320 137/7206 2.34880576604e-13 ko04921 Oxytocin signaling pathway 82/1320 209/7206 5.84831831643e-13 ko03040 Spliceosome 1/1320 145/7206 9.60257656232e-12 ko04261 Adrenergic signaling in cardiomyocytes 78/1320 205/7206 2.09940278413e-11 ko04740 Olfactory transduction 41/1320 80/7206 2.15139027431e-11 ko04720 Long-term potentiation 47/1320 99/7206 2.4420578346e-11 ko05031 Amphetamine addiction 44/1320 91/7206 4.94770562822e-11 ko04970 Salivary secretion 45/1320 95/7206 7.16698459114e-11 ko04360 Axon guidance 83/1320 233/7206 2.27414951694e-10 ko05203 Viral carcinogenesis 18/1320 277/7206 1.18602264846e-08 ko03013 RNA transport 7/1320 166/7206 7.16193957601e-08 ko04022 cGMP-PKG signaling pathway 72/1320 216/7206 8.40780288771e-08 ko05168 Herpes simplex infection 9/1320 182/7206 1.54939673302e-07 ko05030 Cocaine addiction 32/1320 73/7206 3.84252073854e-07 ko04971 Gastric acid secretion 39/1320 98/7206 5.1874490539e-07 ko04060 Cytokine-cytokine receptor interaction 11/1320 191/7206 5.44406975009e-07 ko04925 Aldosterone synthesis and secretion 41/1320 105/7206 5.93081463945e-07 ko05014 Amyotrophic lateral sclerosis (ALS) 31/1320 74/7206 2.21760855346e-06 ko04540 Gap junction 46/1320 128/7206 2.32503361562e-06 ko05322 Systemic lupus erythematosus 8/1320 151/7206 3.46219358786e-06 ko05164 Influenza A 10/1320 167/7206 6.03085731676e-06 ko04966 Collecting duct acid secretion 15/1320 26/7206 8.23145398721e-06 ko04924 Renin secretion 33/1320 86/7206 1.4182135849e-05 ko04141 Protein processing in endoplasmic reticulum 13/1320 184/7206 1.7042494441e-05 ko04010 MAPK signaling pathway 89/1320 321/7206 2.29380307704e-05 ko03008 Ribosome biogenesis in eukaryotes 2/1320 79/7206 2.82892799737e-05 ko04745 Phototransduction - fly 18/1320 38/7206 3.89221326073e-05 ko04972 Pancreatic secretion 38/1320 111/7206 5.5733421412e-05 ko05110 Vibrio cholerae infection 25/1320 63/7206 5.92009774281e-05 ko04621 NOD-like receptor signaling pathway 11/1320 157/7206 6.23543850784e-05 ko04070 Phosphatidylinositol signaling system 38/1320 112/7206 6.40151072835e-05 ko04730 Long-term depression 29/1320 78/7206 8.36585467414e-05 ko04146 Peroxisome 4/1320 89/7206 0.000164124079425 ko04014 Ras signaling pathway 76/1320 279/7206 0.000189794372603 ko04610 Complement and coagulation cascades 3/1320 79/7206 0.000195011301341 ko04514 Cell adhesion molecules (CAMs) 41/1320 130/7206 0.000219733987463 ko04064 NF-kappa B signaling pathway 5/1320 96/7206 0.00027202359055 ko05205 Proteoglycans in cancer 28/1320 271/7206 0.000296513312947 ko04110 Cell cycle 11/1320 145/7206 0.000308772439368 ko05162 Measles 8/1320 120/7206 0.000319843546181 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 28/1320 79/7206 0.000327655934093 ko05169 Epstein-Barr virus infection 19/1320 206/7206 0.00033218184145 ko04976 Bile secretion 28/1320 80/7206 0.000368384330483 ko05140 Leishmaniasis 3/1320 75/7206 0.000428206770216 ko00240 Pyrimidine metabolism 7/1320 110/7206 0.000437639423297 ko04961 Endocrine and other factor-regulated calcium reabsorption 22/1320 59/7206 0.000531677027969 ko04260 Cardiac muscle contraction 32/1320 98/7206 0.000547053179114 ko04072 Phospholipase D signaling pathway 55/1320 197/7206 0.00073498195618 ko04120 Ubiquitin mediated proteolysis 11/1320 138/7206 0.000782439828515 ko05414 Dilated cardiomyopathy 35/1320 112/7206 0.000794672565707 ko04964 Proximal tubule bicarbonate reclamation 13/1320 29/7206 0.000901441655261 ko04371 Apelin signaling pathway 50/1320 177/7206 0.0010747836172 ko04750 Inflammatory mediator regulation of TRP channels 37/1320 122/7206 0.00126695677424 ko00604 Glycosphingolipid biosynthesis - ganglio series 8/1320 14/7206 0.0013045682104 ko04612 Antigen processing and presentation 4/1320 77/7206 0.0015502590358 ko05321 Inflammatory bowel disease (IBD) 2/1320 56/7206 0.00160091797101 ko03420 Nucleotide excision repair 1/1320 46/7206 0.00174277755817 ko00310 Lysine degradation 4/1320 73/7206 0.00215148396124 ko04626 Plant-pathogen interaction 9/1320 18/7206 0.00223497305233 ko00480 Glutathione metabolism 2/1320 55/7206 0.00240140810948 ko04923 Regulation of lipolysis in adipocytes 25/1320 77/7206 0.00266376970856 ko03022 Basal transcription factors 1/1320 44/7206 0.00266672964253 ko05144 Malaria 1/1320 45/7206 0.00283734410143 ko00071 Fatty acid degradation 1/1320 45/7206 0.00283734410143 ko04214 Apoptosis - fly 4/1320 72/7206 0.00313534712941 ko04657 IL-17 signaling pathway 6/1320 87/7206 0.00324019502211 ko05133 Pertussis 6/1320 87/7206 0.00324019502211 ko00590 Arachidonic acid metabolism 2/1320 52/7206 0.00349907152541 ko04622 RIG-I-like receptor signaling pathway 3/1320 62/7206 0.00428771083102 ko04932 Non-alcoholic fatty liver disease (NAFLD) 19/1320 182/7206 0.00465205393384 ko05161 Hepatitis B 18/1320 173/7206 0.00515790165229 ko04915 Estrogen signaling pathway 37/1320 131/7206 0.00581860394702 ko04115 p53 signaling pathway 5/1320 74/7206 0.00633535770882 ko03018 RNA degradation 6/1320 84/7206 0.00637877758766 ko05145 Toxoplasmosis 12/1320 126/7206 0.00745075314157 ko04658 Th1 and Th2 cell differentiation 8/1320 96/7206 0.00777334389133 ko04640 Hematopoietic cell lineage 4/1320 64/7206 0.008827908301 ko05131 Shigellosis 6/1320 82/7206 0.00891884373138 ko00630 Glyoxylate and dicarboxylate metabolism 1/1320 38/7206 0.00964698099539 ko05166 HTLV-I infection 37/1320 292/7206 0.0106067736092 ko00330 Arginine and proline metabolism 4/1320 61/7206 0.0124744235518 ko04620 Toll-like receptor signaling pathway 9/1320 100/7206 0.0129634193615 ko01524 Platinum drug resistance 6/1320 76/7206 0.0162650904813 ko04912 GnRH signaling pathway 33/1320 122/7206 0.0175163414743 ko05418 Fluid shear stress and atherosclerosis 20/1320 173/7206 0.0215718645354 ko04630 Jak-STAT signaling pathway 14/1320 132/7206 0.0223855456821 ko00980 Metabolism of xenobiotics by cytochrome P450 2/1320 40/7206 0.023797837566 ko00260 Glycine, serine and threonine metabolism 3/1320 48/7206 0.0248164171588 ko04918 Thyroid hormone synthesis 24/1320 86/7206 0.0248553307527 ko04142 Lysosome 17/1320 151/7206 0.0249248661182 ko04710 Circadian rhythm 14/1320 43/7206 0.0268547553482 ko00280 Valine, leucine and isoleucine degradation 4/1320 54/7206 0.0340959407304 ko03410 Base excision repair 2/1320 38/7206 0.0345576632074 ko05132 Salmonella infection 10/1320 98/7206 0.0351793111489 ko05410 Hypertrophic cardiomyopathy (HCM) 27/1320 100/7206 0.0360235000516 ko04922 Glucagon signaling pathway 33/1320 128/7206 0.0370338717825 ko00562 Inositol phosphate metabolism 24/1320 89/7206 0.0386278988018 ko03320 PPAR signaling pathway 6/1320 69/7206 0.0407235330988 ko00534 Glycosaminoglycan biosynthesis - heparan sulfate / heparin 9/1320 26/7206 0.0409636126555 ko01212 Fatty acid metabolism 5/1320 60/7206 0.043998770978 ko05202 Transcriptional misregulation in cancer 24/1320 188/7206 0.0449855182509 ko05215 Prostate cancer 12/1320 111/7206 0.0466987532893 ko04015 Rap1 signaling pathway 64/1320 278/7206 0.0476153164782 ko05320 Autoimmune thyroid disease 1/1320 29/7206 0.0493781145413 ko04930 Type II diabetes mellitus 16/1320 54/7206 0.049437922941