ko pathway ratio_in_study ratio_in_pop p_value ko04080 Neuroactive ligand-receptor interaction 181/1179 423/7206 1.1840520665e-40 ko04724 Glutamatergic synapse 83/1179 152/7206 9.88976833569e-28 ko05033 Nicotine addiction 44/1179 56/7206 9.58581361159e-25 ko04713 Circadian entrainment 71/1179 136/7206 2.5492067653e-22 ko04020 Calcium signaling pathway 103/1179 265/7206 3.01573661161e-19 ko05032 Morphine addiction 58/1179 110/7206 1.03742002003e-18 ko04721 Synaptic vesicle cycle 47/1179 80/7206 6.33475677037e-18 ko04727 GABAergic synapse 56/1179 110/7206 3.44662128035e-17 ko04723 Retrograde endocannabinoid signaling 74/1179 175/7206 1.62219637824e-16 ko04728 Dopaminergic synapse 76/1179 185/7206 4.36086258182e-16 ko04921 Oxytocin signaling pathway 81/1179 209/7206 3.94771933929e-15 ko04725 Cholinergic synapse 66/1179 160/7206 3.1718447523e-14 ko04024 cAMP signaling pathway 96/1179 279/7206 7.48393431217e-14 ko04911 Insulin secretion 53/1179 117/7206 1.22982038231e-13 ko04726 Serotonergic synapse 55/1179 137/7206 1.67770643058e-11 ko04742 Taste transduction 32/1179 61/7206 8.06433007547e-11 ko04261 Adrenergic signaling in cardiomyocytes 70/1179 205/7206 2.83334123443e-10 ko05031 Amphetamine addiction 40/1179 91/7206 4.0280229025e-10 ko04022 cGMP-PKG signaling pathway 71/1179 216/7206 1.64179066338e-09 ko04970 Salivary secretion 40/1179 95/7206 1.91668134332e-09 ko03010 Ribosome 1/1179 129/7206 4.15343360089e-09 ko04720 Long-term potentiation 40/1179 99/7206 8.08250088433e-09 ko04744 Phototransduction 21/1179 36/7206 1.21553606843e-08 ko03040 Spliceosome 3/1179 145/7206 3.90878787499e-08 ko05322 Systemic lupus erythematosus 5/1179 151/7206 5.805095206e-07 ko04925 Aldosterone synthesis and secretion 38/1179 105/7206 7.073726114e-07 ko05168 Herpes simplex infection 8/1179 182/7206 7.27653601186e-07 ko04740 Olfactory transduction 31/1179 80/7206 1.72494821023e-06 ko04971 Gastric acid secretion 35/1179 98/7206 2.7203383074e-06 ko05203 Viral carcinogenesis 19/1179 277/7206 2.75885964696e-06 ko04730 Long-term depression 30/1179 78/7206 2.88071674716e-06 ko05164 Influenza A 8/1179 167/7206 6.25497268075e-06 ko05030 Cocaine addiction 28/1179 73/7206 6.80962719921e-06 ko05014 Amyotrophic lateral sclerosis (ALS) 28/1179 74/7206 8.20889379312e-06 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 29/1179 79/7206 9.665747918e-06 ko04966 Collecting duct acid secretion 14/1179 26/7206 1.25782295613e-05 ko04120 Ubiquitin mediated proteolysis 6/1179 138/7206 2.06302448597e-05 ko00010 Glycolysis / Gluconeogenesis 27/1179 74/7206 2.23709300662e-05 ko04260 Cardiac muscle contraction 33/1179 98/7206 2.29924282435e-05 ko04621 NOD-like receptor signaling pathway 8/1179 157/7206 2.55165840189e-05 ko03013 RNA transport 9/1179 166/7206 2.68454249409e-05 ko04110 Cell cycle 7/1179 145/7206 3.32336506658e-05 ko05162 Measles 5/1179 120/7206 5.20893335436e-05 ko04964 Proximal tubule bicarbonate reclamation 14/1179 29/7206 6.21067207798e-05 ko05414 Dilated cardiomyopathy 35/1179 112/7206 8.25623439792e-05 ko04060 Cytokine-cytokine receptor interaction 13/1179 191/7206 9.77779848266e-05 ko04371 Apelin signaling pathway 49/1179 177/7206 0.000119036668495 ko04745 Phototransduction - fly 16/1179 38/7206 0.000145725980075 ko05169 Epstein-Barr virus infection 15/1179 206/7206 0.000167711067227 ko03008 Ribosome biogenesis in eukaryotes 2/1179 79/7206 0.000171834110392 ko04514 Cell adhesion molecules (CAMs) 38/1179 130/7206 0.0001830609644 ko04710 Circadian rhythm 17/1179 43/7206 0.000229059554581 ko05161 Hepatitis B 12/1179 173/7206 0.000351456074589 ko04922 Glucagon signaling pathway 37/1179 128/7206 0.000387657090997 ko04540 Gap junction 37/1179 128/7206 0.000387657090997 ko05140 Leishmaniasis 2/1179 75/7206 0.000398192966705 ko05110 Vibrio cholerae infection 22/1179 63/7206 0.000412911032561 ko04010 MAPK signaling pathway 76/1179 321/7206 0.000495971174785 ko04141 Protein processing in endoplasmic reticulum 14/1179 184/7206 0.000557449950809 ko05410 Hypertrophic cardiomyopathy (HCM) 30/1179 100/7206 0.000564521096579 ko04924 Renin secretion 27/1179 86/7206 0.000568953211983 ko04610 Complement and coagulation cascades 3/1179 79/7206 0.00105926092451 ko04070 Phosphatidylinositol signaling system 32/1179 112/7206 0.0011053227445 ko04270 Vascular smooth muscle contraction 41/1179 154/7206 0.00125637488731 ko04064 NF-kappa B signaling pathway 5/1179 96/7206 0.00128176713072 ko00190 Oxidative phosphorylation 35/1179 127/7206 0.00144904828891 ko05010 Alzheimer's disease 50/1179 202/7206 0.00190326573471 ko00710 Carbon fixation in photosynthetic organisms 11/1179 27/7206 0.00219761487094 ko05230 Central carbon metabolism in cancer 24/1179 81/7206 0.0023323953221 ko01230 Biosynthesis of amino acids 25/1179 85/7206 0.00270775823635 ko04330 Notch signaling pathway 2/1179 62/7206 0.00274293137589 ko04750 Inflammatory mediator regulation of TRP channels 33/1179 122/7206 0.0027455759155 ko05205 Proteoglycans in cancer 27/1179 271/7206 0.00324920668154 ko04072 Phospholipase D signaling pathway 48/1179 197/7206 0.00325759894652 ko05145 Toxoplasmosis 9/1179 126/7206 0.00327756066675 ko01200 Carbon metabolism 34/1179 128/7206 0.0034655602071 ko05166 HTLV-I infection 30/1179 292/7206 0.00351379510448 ko04360 Axon guidance 55/1179 233/7206 0.00379818457834 ko03420 Nucleotide excision repair 1/1179 46/7206 0.00441431502652 ko04626 Plant-pathogen interaction 8/1179 18/7206 0.00469583442059 ko04612 Antigen processing and presentation 4/1179 77/7206 0.004845468926 ko04930 Type II diabetes mellitus 17/1179 54/7206 0.0050295269649 ko04657 IL-17 signaling pathway 5/1179 87/7206 0.0050424825686 ko04976 Bile secretion 23/1179 80/7206 0.00548924021673 ko05321 Inflammatory bowel disease (IBD) 2/1179 56/7206 0.00571790936814 ko04014 Ras signaling pathway 63/1179 279/7206 0.00625292970428 ko05200 Pathways in cancer 59/1179 492/7206 0.00651960517328 ko03022 Basal transcription factors 1/1179 44/7206 0.00669353862218 ko04350 TGF-beta signaling pathway 7/1179 103/7206 0.00671150536571 ko01524 Platinum drug resistance 4/1179 76/7206 0.0071380665744 ko00680 Methane metabolism 12/1179 34/7206 0.00794041629992 ko04630 Jak-STAT signaling pathway 11/1179 132/7206 0.00888656163765 ko04972 Pancreatic secretion 29/1179 111/7206 0.00902760317662 ko04622 RIG-I-like receptor signaling pathway 3/1179 62/7206 0.00922078825418 ko04214 Apoptosis - fly 4/1179 72/7206 0.00964857373137 ko00220 Arginine biosynthesis 9/1179 24/7206 0.0103124446716 ko04210 Apoptosis 17/1179 180/7206 0.0103501504491 ko00590 Arachidonic acid metabolism 2/1179 52/7206 0.0126596852839 ko05133 Pertussis 6/1179 87/7206 0.0127958560538 ko00030 Pentose phosphate pathway 11/1179 32/7206 0.0131743197871 ko05222 Small cell lung cancer 6/1179 89/7206 0.0132078466457 ko01040 Biosynthesis of unsaturated fatty acids 9/1179 25/7206 0.0138248626868 ko00471 D-Glutamine and D-glutamate metabolism 3/1179 4/7206 0.0153414347823 ko04915 Estrogen signaling pathway 32/1179 131/7206 0.016527907556 ko00604 Glycosphingolipid biosynthesis - ganglio series 6/1179 14/7206 0.0173825035504 ko00240 Pyrimidine metabolism 9/1179 110/7206 0.0186162001924 ko04550 Signaling pathways regulating pluripotency of stem cells 16/1179 165/7206 0.0186824231398 ko05215 Prostate cancer 9/1179 111/7206 0.0189660971672 ko04620 Toll-like receptor signaling pathway 8/1179 100/7206 0.0202077072462 ko04217 Necroptosis 18/1179 178/7206 0.0234195996134 ko05131 Shigellosis 6/1179 82/7206 0.0236275476723 ko00280 Valine, leucine and isoleucine degradation 3/1179 54/7206 0.0264269199152 ko00520 Amino sugar and nucleotide sugar metabolism 3/1179 55/7206 0.0265951224113 ko00480 Glutathione metabolism 3/1179 55/7206 0.0265951224113 ko04146 Peroxisome 7/1179 89/7206 0.0294993696659 ko04961 Endocrine and other factor-regulated calcium reabsorption 16/1179 59/7206 0.0327764427859 ko04140 Autophagy - animal 17/1179 164/7206 0.032917486956 ko04960 Aldosterone-regulated sodium reabsorption 12/1179 41/7206 0.0331455961671 ko04668 TNF signaling pathway 11/1179 120/7206 0.0334804489094 ko00860 Porphyrin and chlorophyll metabolism 1/1179 34/7206 0.0335440934315 ko04658 Th1 and Th2 cell differentiation 8/1179 96/7206 0.0358768438996 ko05220 Chronic myeloid leukemia 7/1179 85/7206 0.0389969408602 ko05206 MicroRNAs in cancer 19/1179 177/7206 0.0395488401057 ko00562 Inositol phosphate metabolism 22/1179 89/7206 0.042138964597 ko00620 Pyruvate metabolism 13/1179 46/7206 0.042440950095 ko05130 Pathogenic Escherichia coli infection 6/1179 77/7206 0.0429095493564 ko04711 Circadian rhythm - fly 5/1179 13/7206 0.0475502557076 ko00230 Purine metabolism 42/1179 194/7206 0.0488352928468 ko05340 Primary immunodeficiency 1/1179 30/7206 0.0492720554207