ko pathway ratio_in_study ratio_in_pop p_value ko03040 Spliceosome 108/968 145/7206 1.21425567942e-64 ko03013 RNA transport 80/968 166/7206 5.91380300014e-28 ko04080 Neuroactive ligand-receptor interaction 1/968 423/7206 4.71504108739e-26 ko04110 Cell cycle 71/968 145/7206 1.96313556227e-25 ko03008 Ribosome biogenesis in eukaryotes 49/968 79/7206 6.38015292478e-24 ko03030 DNA replication 31/968 38/7206 3.02489694035e-21 ko03440 Homologous recombination 32/968 41/7206 8.36626821228e-21 ko03460 Fanconi anemia pathway 36/968 51/7206 9.74914566605e-21 ko04111 Cell cycle - yeast 49/968 90/7206 1.90599147402e-20 ko03420 Nucleotide excision repair 30/968 46/7206 5.3852342456e-16 ko03022 Basal transcription factors 29/968 44/7206 1.09322837978e-15 ko03050 Proteasome 32/968 54/7206 3.21228438641e-15 ko04113 Meiosis - yeast 35/968 70/7206 1.76142926572e-13 ko04144 Endocytosis 8/968 342/7206 4.46056074841e-13 ko00240 Pyrimidine metabolism 45/968 110/7206 5.90727499443e-13 ko03430 Mismatch repair 18/968 22/7206 7.57460780685e-13 ko03018 RNA degradation 38/968 84/7206 8.97830168476e-13 ko03410 Base excision repair 24/968 38/7206 1.36168537344e-12 ko05010 Alzheimer's disease 2/968 202/7206 1.60224866767e-10 ko03015 mRNA surveillance pathway 37/968 93/7206 1.83337007081e-10 ko04024 cAMP signaling pathway 7/968 279/7206 2.49299255395e-10 ko03020 RNA polymerase 18/968 29/7206 1.40729865904e-09 ko05169 Epstein-Barr virus infection 60/968 206/7206 2.1733194239e-09 ko04723 Retrograde endocannabinoid signaling 3/968 175/7206 5.90342597183e-08 ko04060 Cytokine-cytokine receptor interaction 4/968 191/7206 6.36248197932e-08 ko04022 cGMP-PKG signaling pathway 6/968 216/7206 7.88336287429e-08 ko04724 Glutamatergic synapse 2/968 152/7206 1.12039692978e-07 ko04932 Non-alcoholic fatty liver disease (NAFLD) 4/968 182/7206 2.05296493175e-07 ko04514 Cell adhesion molecules (CAMs) 1/968 130/7206 3.11229174527e-07 ko04270 Vascular smooth muscle contraction 3/968 154/7206 9.43051440118e-07 ko04510 Focal adhesion 10/968 240/7206 1.79734942943e-06 ko04261 Adrenergic signaling in cardiomyocytes 7/968 205/7206 1.89972674696e-06 ko04530 Tight junction 9/968 228/7206 2.42221223956e-06 ko04014 Ras signaling pathway 14/968 279/7206 4.00288903943e-06 ko05012 Parkinson's disease 4/968 155/7206 4.14450032508e-06 ko04921 Oxytocin signaling pathway 8/968 209/7206 4.22349606527e-06 ko04621 NOD-like receptor signaling pathway 4/968 157/7206 4.26119564014e-06 ko04010 MAPK signaling pathway 18/968 321/7206 5.08243830223e-06 ko04810 Regulation of actin cytoskeleton 13/968 264/7206 5.48265055082e-06 ko04713 Circadian entrainment 3/968 136/7206 9.76862363139e-06 ko04062 Chemokine signaling pathway 8/968 201/7206 1.23582271738e-05 ko04911 Insulin secretion 2/968 117/7206 1.39055228761e-05 ko00230 Purine metabolism 48/968 194/7206 1.54677460183e-05 ko04725 Cholinergic synapse 5/968 160/7206 1.66901786378e-05 ko04971 Gastric acid secretion 1/968 98/7206 1.77456815411e-05 ko05146 Amoebiasis 1/968 99/7206 1.81488135033e-05 ko04120 Ubiquitin mediated proteolysis 37/968 138/7206 2.25396096219e-05 ko04727 GABAergic synapse 2/968 110/7206 3.03340298735e-05 ko04070 Phosphatidylinositol signaling system 2/968 112/7206 3.17744113387e-05 ko04611 Platelet activation 6/968 163/7206 3.80096677823e-05 ko05152 Tuberculosis 8/968 187/7206 4.59967598856e-05 ko04151 PI3K-Akt signaling pathway 27/968 390/7206 4.61432293327e-05 ko04728 Dopaminergic synapse 8/968 185/7206 6.60864943789e-05 ko04659 Th17 cell differentiation 2/968 106/7206 6.98011718103e-05 ko04915 Estrogen signaling pathway 4/968 131/7206 8.08164159863e-05 ko04630 Jak-STAT signaling pathway 4/968 132/7206 8.21523039403e-05 ko04015 Rap1 signaling pathway 17/968 278/7206 0.000101196184851 ko05142 Chagas disease (American trypanosomiasis) 4/968 130/7206 0.000123009781764 ko04371 Apelin signaling pathway 8/968 177/7206 0.000123572344567 ko00564 Glycerophospholipid metabolism 2/968 99/7206 0.000146948946022 ko04670 Leukocyte transendothelial migration 6/968 151/7206 0.000152223349892 ko05145 Toxoplasmosis 4/968 126/7206 0.00017074037077 ko04072 Phospholipase D signaling pathway 10/968 197/7206 0.000177555612314 ko04726 Serotonergic synapse 5/968 137/7206 0.000195269784711 ko05032 Morphine addiction 3/968 110/7206 0.000195808272003 ko04972 Pancreatic secretion 3/968 111/7206 0.000198972494265 ko04976 Bile secretion 1/968 80/7206 0.000205111853978 ko04740 Olfactory transduction 1/968 80/7206 0.000205111853978 ko04380 Osteoclast differentiation 5/968 134/7206 0.00027749238738 ko05120 Epithelial cell signaling in Helicobacter pylori infection 2/968 92/7206 0.000314335565537 ko04668 TNF signaling pathway 4/968 120/7206 0.000352462784443 ko04925 Aldosterone synthesis and secretion 3/968 105/7206 0.000419603704366 ko05160 Hepatitis C 7/968 153/7206 0.000441752102331 ko00562 Inositol phosphate metabolism 2/968 89/7206 0.000461981651538 ko05140 Leishmaniasis 1/968 75/7206 0.000470691413359 ko04922 Glucagon signaling pathway 5/968 128/7206 0.000557199250085 ko04620 Toll-like receptor signaling pathway 3/968 100/7206 0.000594909504045 ko05200 Pathways in cancer 42/968 492/7206 0.000602209955136 ko04924 Renin secretion 2/968 86/7206 0.000677968203334 ko04933 AGE-RAGE signaling pathway in diabetic complications 6/968 135/7206 0.000819081406117 ko04360 Axon guidance 15/968 233/7206 0.000825625427898 ko04931 Insulin resistance 6/968 137/7206 0.000849526036241 ko04650 Natural killer cell mediated cytotoxicity 3/968 97/7206 0.000857261812547 ko04912 GnRH signaling pathway 5/968 122/7206 0.00110965355472 ko04750 Inflammatory mediator regulation of TRP channels 5/968 122/7206 0.00110965355472 ko05412 Arrhythmogenic right ventricular cardiomyopathy (ARVC) 2/968 79/7206 0.00145430061791 ko04512 ECM-receptor interaction 2/968 79/7206 0.00145430061791 ko05031 Amphetamine addiction 3/968 91/7206 0.00176973267182 ko03450 Non-homologous end-joining 7/968 15/7206 0.00185965282966 ko03060 Protein export 9/968 23/7206 0.00191683739652 ko05166 HTLV-I infection 58/968 292/7206 0.0020440734265 ko04923 Regulation of lipolysis in adipocytes 2/968 77/7206 0.0021219290263 ko04114 Oocyte meiosis 32/968 139/7206 0.00227802029728 ko04662 B cell receptor signaling pathway 3/968 88/7206 0.00253482936862 ko05168 Herpes simplex infection 39/968 182/7206 0.00271934293989 ko05231 Choline metabolism in cancer 7/968 134/7206 0.00299951758143 ko04066 HIF-1 signaling pathway 6/968 123/7206 0.00302935906558 ko05030 Cocaine addiction 2/968 73/7206 0.00308469736851 ko05203 Viral carcinogenesis 54/968 277/7206 0.00390176585859 ko04218 Cellular senescence 37/968 177/7206 0.00504159910811 ko04660 T cell receptor signaling pathway 7/968 124/7206 0.00748108895493 ko04138 Autophagy - yeast 3/968 81/7206 0.00767345476588 ko04930 Type II diabetes mellitus 1/968 54/7206 0.00774770859781 ko00280 Valine, leucine and isoleucine degradation 1/968 54/7206 0.00774770859781 ko04068 FoxO signaling pathway 11/968 167/7206 0.00778057145555 ko04712 Circadian rhythm - plant 4/968 7/7206 0.00808470081368 ko04910 Insulin signaling pathway 12/968 172/7206 0.00908360516493 ko05167 Kaposi's sarcoma-associated herpesvirus infection 14/968 191/7206 0.0096593255937 ko04666 Fc gamma R-mediated phagocytosis 7/968 122/7206 0.0102291972436 ko05132 Salmonella infection 5/968 98/7206 0.0108008714147 ko05133 Pertussis 4/968 87/7206 0.0108084646997 ko04142 Lysosome 10/968 151/7206 0.0108732304741 ko04720 Long-term potentiation 5/968 99/7206 0.0108756410875 ko04730 Long-term depression 3/968 78/7206 0.0109115669797 ko04146 Peroxisome 4/968 89/7206 0.0111764047932 ko00670 One carbon pool by folate 7/968 20/7206 0.0122159302611 ko01200 Carbon metabolism 8/968 128/7206 0.012664624487 ko04540 Gap junction 8/968 128/7206 0.012664624487 ko04722 Neurotrophin signaling pathway 11/968 160/7206 0.0131687082972 ko04914 Progesterone-mediated oocyte maturation 23/968 104/7206 0.0131967101403 ko04622 RIG-I-like receptor signaling pathway 2/968 62/7206 0.0136638939018 ko05205 Proteoglycans in cancer 23/968 271/7206 0.0139190879803 ko05211 Renal cell carcinoma 5/968 96/7206 0.0149430750722 ko00010 Glycolysis / Gluconeogenesis 3/968 74/7206 0.0149897100641 ko00620 Pyruvate metabolism 1/968 46/7206 0.0165615218439 ko05204 Chemical carcinogenesis 1/968 48/7206 0.0170485490306 ko04071 Sphingolipid signaling pathway 12/968 162/7206 0.019642280572 ko04145 Phagosome 12/968 162/7206 0.019642280572 ko05230 Central carbon metabolism in cancer 4/968 81/7206 0.0208167792909 ko04330 Notch signaling pathway 15/968 62/7206 0.0223424624543 ko04130 SNARE interactions in vesicular transport 1/968 44/7206 0.0245854220419 ko04216 Ferroptosis 1/968 44/7206 0.0245854220419 ko04370 VEGF signaling pathway 4/968 77/7206 0.028601235238 ko05164 Influenza A 13/968 167/7206 0.0287634553226 ko04012 ErbB signaling pathway 7/968 109/7206 0.0323970964368 ko04658 Th1 and Th2 cell differentiation 6/968 96/7206 0.034635950925 ko00980 Metabolism of xenobiotics by cytochrome P450 1/968 40/7206 0.0360323290309 ko00830 Retinol metabolism 1/968 42/7206 0.037246910541 ko00565 Ether lipid metabolism 1/968 42/7206 0.037246910541 ko04213 Longevity regulating pathway - multiple species 5/968 86/7206 0.0373473123665 ko04918 Thyroid hormone synthesis 5/968 86/7206 0.0373473123665 ko04657 IL-17 signaling pathway 5/968 87/7206 0.037883540803 ko05322 Systemic lupus erythematosus 29/968 151/7206 0.0402302676317 ko04913 Ovarian steroidogenesis 3/968 63/7206 0.0404111210711 ko00561 Glycerolipid metabolism 3/968 63/7206 0.0404111210711 ko00600 Sphingolipid metabolism 3/968 63/7206 0.0404111210711 ko00970 Aminoacyl-tRNA biosynthesis 11/968 44/7206 0.0412915756909 ko04916 Melanogenesis 11/968 142/7206 0.0460746903833 ko04152 AMPK signaling pathway 13/968 161/7206 0.0461672085272