ko pathway ratio_in_study ratio_in_pop p_value ko03040 Spliceosome 95/841 145/7206 1.85456501937e-54 ko03013 RNA transport 80/841 166/7206 2.53217481997e-32 ko04110 Cell cycle 69/841 145/7206 1.53159503128e-27 ko03008 Ribosome biogenesis in eukaryotes 46/841 79/7206 1.68366745507e-23 ko04080 Neuroactive ligand-receptor interaction 1/841 423/7206 2.71571063408e-22 ko04111 Cell cycle - yeast 47/841 90/7206 3.00414352293e-21 ko03460 Fanconi anemia pathway 34/841 51/7206 2.16902982025e-20 ko03440 Homologous recombination 30/841 41/7206 5.73151931929e-20 ko05322 Systemic lupus erythematosus 59/841 151/7206 1.9348931908e-18 ko03030 DNA replication 27/841 38/7206 1.50329881154e-17 ko03420 Nucleotide excision repair 27/841 46/7206 2.05619954405e-14 ko03018 RNA degradation 37/841 84/7206 6.02925381822e-14 ko00240 Pyrimidine metabolism 43/841 110/7206 9.15650420291e-14 ko04113 Meiosis - yeast 33/841 70/7206 1.28761448139e-13 ko04020 Calcium signaling pathway 1/841 265/7206 1.48596183995e-13 ko03020 RNA polymerase 20/841 29/7206 6.38689599028e-13 ko03015 mRNA surveillance pathway 37/841 93/7206 2.69843752806e-12 ko04144 Endocytosis 7/841 342/7206 3.32840153714e-11 ko03430 Mismatch repair 16/841 22/7206 3.92437678506e-11 ko05034 Alcoholism 63/841 238/7206 1.79565419093e-10 ko03022 Basal transcription factors 21/841 44/7206 2.92405189614e-09 ko05010 Alzheimer's disease 2/841 202/7206 5.55795438801e-09 ko04060 Cytokine-cytokine receptor interaction 2/841 191/7206 2.99484780855e-08 ko03410 Base excision repair 18/841 38/7206 4.66223343387e-08 ko05203 Viral carcinogenesis 63/841 277/7206 9.64801876125e-08 ko05012 Parkinson's disease 1/841 155/7206 1.61978360963e-07 ko04151 PI3K-Akt signaling pathway 17/841 390/7206 3.72872692969e-07 ko04024 cAMP signaling pathway 9/841 279/7206 5.01340912926e-07 ko04723 Retrograde endocannabinoid signaling 3/841 175/7206 1.12332906964e-06 ko04724 Glutamatergic synapse 2/841 152/7206 2.32540490352e-06 ko04932 Non-alcoholic fatty liver disease (NAFLD) 4/841 182/7206 3.40259708796e-06 ko00190 Oxidative phosphorylation 1/841 127/7206 4.1835182074e-06 ko04010 MAPK signaling pathway 14/841 321/7206 4.65837289463e-06 ko04921 Oxytocin signaling pathway 6/841 209/7206 5.34744851394e-06 ko04261 Adrenergic signaling in cardiomyocytes 6/841 205/7206 7.62965375114e-06 ko04022 cGMP-PKG signaling pathway 7/841 216/7206 1.25040477658e-05 ko04911 Insulin secretion 1/841 117/7206 1.42560537175e-05 ko04713 Circadian entrainment 2/841 136/7206 1.74261564375e-05 ko05414 Dilated cardiomyopathy 1/841 112/7206 2.08679526716e-05 ko04972 Pancreatic secretion 1/841 111/7206 3.3141945151e-05 ko04621 NOD-like receptor signaling pathway 4/841 157/7206 4.491678106e-05 ko04725 Cholinergic synapse 4/841 160/7206 4.76123819155e-05 ko04015 Rap1 signaling pathway 13/841 278/7206 5.57581070245e-05 ko04510 Focal adhesion 10/841 240/7206 5.62958475857e-05 ko00230 Purine metabolism 42/841 194/7206 5.69447138632e-05 ko05169 Epstein-Barr virus infection 44/841 206/7206 5.75222237002e-05 ko04270 Vascular smooth muscle contraction 4/841 154/7206 6.45879356507e-05 ko04072 Phospholipase D signaling pathway 7/841 197/7206 6.81013112984e-05 ko04668 TNF signaling pathway 2/841 120/7206 7.69172075833e-05 ko04810 Regulation of actin cytoskeleton 12/841 264/7206 7.84316850277e-05 ko04971 Gastric acid secretion 1/841 98/7206 0.000104662859682 ko05146 Amoebiasis 1/841 99/7206 0.000104948908402 ko04380 Osteoclast differentiation 3/841 134/7206 0.000106768115853 ko05410 Hypertrophic cardiomyopathy (HCM) 1/841 100/7206 0.000107470357757 ko04514 Cell adhesion molecules (CAMs) 3/841 130/7206 0.000153768331125 ko04014 Ras signaling pathway 14/841 279/7206 0.000180796671517 ko04727 GABAergic synapse 2/841 110/7206 0.000244638773963 ko05032 Morphine addiction 2/841 110/7206 0.000244638773963 ko04120 Ubiquitin mediated proteolysis 31/841 138/7206 0.000250867056216 ko04728 Dopaminergic synapse 7/841 185/7206 0.000265504002744 ko04914 Progesterone-mediated oocyte maturation 25/841 104/7206 0.000319916264184 ko04218 Cellular senescence 37/841 177/7206 0.000327727092375 ko04146 Peroxisome 1/841 89/7206 0.00035010915795 ko04726 Serotonergic synapse 4/841 137/7206 0.000388313640263 ko04145 Phagosome 6/841 162/7206 0.000469439411425 ko04062 Chemokine signaling pathway 9/841 201/7206 0.000501109763825 ko04924 Renin secretion 1/841 86/7206 0.000526757728561 ko05168 Herpes simplex infection 37/841 182/7206 0.000613550118849 ko04114 Oocyte meiosis 30/841 139/7206 0.000719111571144 ko04620 Toll-like receptor signaling pathway 2/841 100/7206 0.000770955520486 ko03450 Non-homologous end-joining 7/841 15/7206 0.000793771231362 ko04530 Tight junction 12/841 228/7206 0.00109642650175 ko05145 Toxoplasmosis 4/841 126/7206 0.00110224784675 ko05202 Transcriptional misregulation in cancer 37/841 188/7206 0.00116385370989 ko04721 Synaptic vesicle cycle 1/841 80/7206 0.00120177971629 ko04976 Bile secretion 1/841 80/7206 0.00120177971629 ko05166 HTLV-I infection 52/841 292/7206 0.00149552489305 ko04912 GnRH signaling pathway 4/841 122/7206 0.0015498277166 ko04750 Inflammatory mediator regulation of TRP channels 4/841 122/7206 0.0015498277166 ko00010 Glycolysis / Gluconeogenesis 1/841 74/7206 0.00169397614012 ko05140 Leishmaniasis 1/841 75/7206 0.00170359953434 ko05418 Fluid shear stress and atherosclerosis 8/841 173/7206 0.00172904687338 ko04611 Platelet activation 7/841 163/7206 0.00179725395863 ko04925 Aldosterone synthesis and secretion 3/841 105/7206 0.00194385735155 ko04915 Estrogen signaling pathway 5/841 131/7206 0.00231824546778 ko04920 Adipocytokine signaling pathway 2/841 89/7206 0.00234265146564 ko05030 Cocaine addiction 1/841 73/7206 0.00263102373769 ko05142 Chagas disease (American trypanosomiasis) 5/841 130/7206 0.00333540747021 ko04918 Thyroid hormone synthesis 2/841 86/7206 0.00342938025303 ko05133 Pertussis 2/841 87/7206 0.00354053362719 ko05132 Salmonella infection 3/841 98/7206 0.0039392291568 ko05100 Bacterial invasion of epithelial cells 3/841 99/7206 0.00398586909733 ko00564 Glycerophospholipid metabolism 3/841 99/7206 0.00398586909733 ko04371 Apelin signaling pathway 9/841 177/7206 0.00410719100429 ko04071 Sphingolipid signaling pathway 8/841 162/7206 0.00424772036996 ko04070 Phosphatidylinositol signaling system 4/841 112/7206 0.00432413888642 ko04142 Lysosome 7/841 151/7206 0.00443967974469 ko04712 Circadian rhythm - plant 4/841 7/7206 0.00482116693642 ko04360 Axon guidance 14/841 233/7206 0.00483383247118 ko04141 Protein processing in endoplasmic reticulum 10/841 184/7206 0.00506661864958 ko04152 AMPK signaling pathway 8/841 161/7206 0.00582352489747 ko04933 AGE-RAGE signaling pathway in diabetic complications 6/841 135/7206 0.00621540735648 ko05205 Proteoglycans in cancer 18/841 271/7206 0.00674260346523 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 2/841 79/7206 0.00714896226827 ko05031 Amphetamine addiction 3/841 91/7206 0.00790176825723 ko01212 Fatty acid metabolism 1/841 60/7206 0.00811201676102 ko00600 Sphingolipid metabolism 1/841 63/7206 0.00862907235865 ko04140 Autophagy - animal 9/841 164/7206 0.00947869934291 ko05134 Legionellosis 2/841 74/7206 0.0100609288936 ko04670 Leukocyte transendothelial migration 8/841 151/7206 0.0101364151053 ko04662 B cell receptor signaling pathway 3/841 88/7206 0.0112062742881 ko05323 Rheumatoid arthritis 3/841 89/7206 0.0114239205341 ko01200 Carbon metabolism 6/841 128/7206 0.0115052742865 ko04540 Gap junction 6/841 128/7206 0.0115052742865 ko05231 Choline metabolism in cancer 7/841 134/7206 0.0143661729304 ko04660 T cell receptor signaling pathway 6/841 124/7206 0.0154295981292 ko04658 Th1 and Th2 cell differentiation 4/841 96/7206 0.0159371202498 ko04650 Natural killer cell mediated cytotoxicity 4/841 97/7206 0.0160034734509 ko00520 Amino sugar and nucleotide sugar metabolism 1/841 55/7206 0.0180097754493 ko05321 Inflammatory bowel disease (IBD) 1/841 56/7206 0.0186413159621 ko05152 Tuberculosis 12/841 187/7206 0.0206753025993 ko04659 Th17 cell differentiation 5/841 106/7206 0.0214036441848 ko04512 ECM-receptor interaction 3/841 79/7206 0.0218622137716 ko05120 Epithelial cell signaling in Helicobacter pylori infection 4/841 92/7206 0.0219537768078 ko00670 One carbon pool by folate 6/841 20/7206 0.0227991105471 ko00590 Arachidonic acid metabolism 1/841 52/7206 0.0268357549858 ko04330 Notch signaling pathway 13/841 62/7206 0.0286535829473 ko05110 Vibrio cholerae infection 2/841 63/7206 0.0293752156964 ko00562 Inositol phosphate metabolism 4/841 89/7206 0.0300975269501 ko05167 Kaposi's sarcoma-associated herpesvirus infection 13/841 191/7206 0.0301163199291 ko04923 Regulation of lipolysis in adipocytes 3/841 77/7206 0.0306536851448 ko04931 Insulin resistance 8/841 137/7206 0.0307647488573 ko04730 Long-term depression 3/841 78/7206 0.0311398153496 ko04139 Mitophagy - yeast 9/841 37/7206 0.0334613291289 ko05200 Pathways in cancer 43/841 492/7206 0.0348763158122 ko00260 Glycine, serine and threonine metabolism 1/841 48/7206 0.0387347963054 ko05014 Amyotrophic lateral sclerosis (ALS) 3/841 74/7206 0.042932593551