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Pathways and Genes
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GO_id | description | |
---|---|---|
GO:0006623 | protein targeting to vacuole | |
GO:0006626 | protein targeting to mitochondrion | |
GO:0006627 | protein processing involved in protein targeting to mitochondrion | |
GO:0006672 | ceramide metabolic process | |
GO:0031647 | regulation of protein stability | |
GO:0006744 | ubiquinone biosynthetic process | |
GO:0006734 | NADH metabolic process | |
GO:0006783 | heme biosynthetic process | |
GO:0006506 | GPI anchor biosynthetic process | |
GO:0006563 | L-serine metabolic process | |
GO:0006552 | leucine catabolic process | |
GO:0031442 | positive regulation of mRNA 3'-end processing | |
GO:0016925 | protein sumoylation | |
GO:0002098 | tRNA wobble uridine modification | |
GO:0016192 | vesicle-mediated transport | |
GO:0090141 | positive regulation of mitochondrial fission | |
GO:0006974 | DNA damage response | |
GO:0043928 | exonucleolytic catabolism of deadenylated mRNA | |
GO:0090207 | regulation of triglyceride metabolic process | |
GO:0016070 | RNA metabolic process | |
GO:0006400 | tRNA modification | |
GO:0006418 | tRNA aminoacylation for protein translation | |
GO:0006488 | dolichol-linked oligosaccharide biosynthetic process | |
GO:0006489 | dolichyl diphosphate biosynthetic process | |
GO:0006479 | protein methylation | |
GO:0006384 | transcription initiation at RNA polymerase III promoter | |
GO:0070987 | error-free translesion synthesis | |
GO:0006390 | mitochondrial transcription | |
GO:0070979 | protein K11-linked ubiquitination | |
GO:0070940 | obsolete dephosphorylation of RNA polymerase II C-terminal domain | |
GO:0070936 | protein K48-linked ubiquitination | |
GO:0051457 | maintenance of protein location in nucleus | |
GO:0051560 | mitochondrial calcium ion homeostasis | |
GO:0051568 | histone H3-K4 methylation | |
GO:0038061 | non-canonical NF-kappaB signal transduction | |
GO:0002143 | tRNA wobble position uridine thiolation | |
GO:0051123 | RNA polymerase II preinitiation complex assembly | |
GO:0051131 | chaperone-mediated protein complex assembly | |
GO:0051096 | positive regulation of helicase activity | |
GO:0051084 | 'de novo' post-translational protein folding | |
GO:0051085 | chaperone cofactor-dependent protein refolding | |
GO:0051683 | establishment of Golgi localization | |
GO:0061025 | membrane fusion | |
GO:0001731 | formation of translation preinitiation complex | |
GO:2000210 | positive regulation of anoikis | |
GO:0090263 | positive regulation of canonical Wnt signaling pathway | |
GO:0006904 | vesicle docking involved in exocytosis | |
GO:0006907 | pinocytosis | |
GO:0002223 | stimulatory C-type lectin receptor signaling pathway | |
GO:0002218 | activation of innate immune response | |
GO:0051223 | regulation of protein transport | |
GO:0051170 | import into nucleus | |
GO:0075713 | establishment of integrated proviral latency | |
GO:0002756 | MyD88-independent toll-like receptor signaling pathway | |
GO:0002479 | antigen processing and presentation of exogenous peptide antigen via MHC class I, TAP-dependent | |
GO:0031167 | rRNA methylation | |
GO:0006325 | chromatin organization | |
GO:0045948 | positive regulation of translational initiation | |
GO:0006301 | postreplication repair | |
GO:0070901 | mitochondrial tRNA methylation | |
GO:0006363 | termination of RNA polymerase I transcription | |
GO:0006370 | 7-methylguanosine mRNA capping | |
GO:0018344 | protein geranylgeranylation | |
GO:0006352 | DNA-templated transcription initiation | |
GO:0006281 | DNA repair | |
GO:0006284 | base-excision repair | |
GO:0006282 | regulation of DNA repair | |
GO:0006295 | obsolete nucleotide-excision repair, DNA incision, 3'-to lesion | |
GO:0006296 | obsolete nucleotide-excision repair, DNA incision, 5'-to lesion | |
GO:0006293 | nucleotide-excision repair, preincision complex stabilization | |
GO:0006294 | nucleotide-excision repair, preincision complex assembly | |
GO:0045899 | positive regulation of RNA polymerase II transcription preinitiation complex assembly | |
GO:0006278 | RNA-templated DNA biosynthetic process | |
GO:0016559 | peroxisome fission | |
GO:0016584 | obsolete nucleosome positioning | |
GO:0006851 | mitochondrial calcium ion transmembrane transport | |
GO:0016254 | preassembly of GPI anchor in ER membrane | |
GO:0016240 | autophagosome membrane docking | |
GO:1901838 | positive regulation of transcription of nucleolar large rRNA by RNA polymerase I | |
GO:0045116 | protein neddylation | |
GO:0045292 | mRNA cis splicing, via spliceosome | |
GO:1901799 | negative regulation of proteasomal protein catabolic process | |
GO:0060071 | Wnt signaling pathway, planar cell polarity pathway | |
GO:0035511 | obsolete oxidative DNA demethylation | |
GO:0035542 | regulation of SNARE complex assembly | |
GO:0045047 | protein targeting to ER | |
GO:0045054 | constitutive secretory pathway | |
GO:0006226 | dUMP biosynthetic process | |
GO:0045727 | positive regulation of translation | |
GO:0072318 | clathrin coat disassembly | |
GO:0072384 | organelle transport along microtubule | |
GO:0035333 | Notch receptor processing, ligand-dependent | |
GO:0001510 | RNA methylation | |
GO:0001522 | pseudouridine synthesis | |
GO:1903543 | positive regulation of exosomal secretion | |
GO:1903508 | obsolete positive regulation of nucleic acid-templated transcription | |
GO:0001832 | blastocyst growth | |
GO:0050852 | T cell receptor signaling pathway | |
GO:0070129 | regulation of mitochondrial translation | |
GO:0070131 | positive regulation of mitochondrial translation | |
GO:0060765 | regulation of androgen receptor signaling pathway | |
GO:0070072 | vacuolar proton-transporting V-type ATPase complex assembly | |
GO:0008033 | tRNA processing | |
GO:0045008 | depyrimidination | |
GO:0035666 | TRIF-dependent toll-like receptor signaling pathway | |
GO:0072334 | UDP-galactose transmembrane transport | |
GO:0030150 | protein import into mitochondrial matrix | |
GO:0032781 | positive regulation of ATP-dependent activity | |
GO:0042176 | regulation of protein catabolic process | |
GO:0042776 | proton motive force-driven mitochondrial ATP synthesis | |
GO:0042769 | obsolete DNA damage response, detection of DNA damage | |
GO:0035965 | cardiolipin acyl-chain remodeling | |
GO:0008535 | respiratory chain complex IV assembly | |
GO:0042987 | amyloid precursor protein catabolic process | |
GO:0003400 | regulation of COPII vesicle coating | |
GO:1904263 | positive regulation of TORC1 signaling | |
GO:1990182 | exosomal secretion | |
GO:0070584 | mitochondrion morphogenesis | |
GO:0070537 | histone H2A K63-linked deubiquitination | |
GO:0006123 | mitochondrial electron transport, cytochrome c to oxygen | |
GO:0006105 | succinate metabolic process | |
GO:0030576 | Cajal body organization | |
GO:0042273 | ribosomal large subunit biogenesis | |
GO:0042276 | error-prone translesion synthesis | |
GO:0042407 | cristae formation | |
GO:0018022 | peptidyl-lysine methylation | |
GO:0006090 | pyruvate metabolic process | |
GO:0033683 | obsolete nucleotide-excision repair, DNA incision | |
GO:0043085 | positive regulation of catalytic activity | |
GO:1904380 | endoplasmic reticulum mannose trimming | |
GO:2000767 | positive regulation of cytoplasmic translation | |
GO:0048490 | anterograde synaptic vesicle transport | |
GO:0061408 | positive regulation of transcription from RNA polymerase II promoter in response to heat stress | |
GO:1902527 | positive regulation of protein monoubiquitination | |
GO:0050434 | positive regulation of viral transcription | |
GO:1902036 | regulation of hematopoietic stem cell differentiation | |
GO:2001268 | negative regulation of cysteine-type endopeptidase activity involved in apoptotic signaling pathway | |
GO:0071051 | polyadenylation-dependent snoRNA 3'-end processing | |
GO:0097680 | double-strand break repair via classical nonhomologous end joining | |
GO:0061635 | regulation of protein complex stability | |
GO:0009083 | branched-chain amino acid catabolic process | |
GO:0001188 | RNA polymerase I preinitiation complex assembly | |
GO:0048227 | plasma membrane to endosome transport | |
GO:0034198 | cellular response to amino acid starvation | |
GO:1900060 | negative regulation of ceramide biosynthetic process | |
GO:0000717 | nucleotide-excision repair, DNA duplex unwinding | |
GO:0009298 | GDP-mannose biosynthetic process | |
GO:0034244 | negative regulation of transcription elongation by RNA polymerase II | |
GO:0071360 | cellular response to exogenous dsRNA | |
GO:0010390 | histone monoubiquitination | |
GO:0000387 | spliceosomal snRNP assembly | |
GO:1900364 | negative regulation of mRNA polyadenylation | |
GO:0048820 | hair follicle maturation | |
GO:1902902 | negative regulation of autophagosome assembly | |
GO:0009235 | cobalamin metabolic process | |
GO:0034227 | tRNA thio-modification | |
GO:1904851 | positive regulation of establishment of protein localization to telomere | |
GO:1904874 | positive regulation of telomerase RNA localization to Cajal body | |
GO:0051973 | positive regulation of telomerase activity | |
GO:0000462 | maturation of SSU-rRNA from tricistronic rRNA transcript (SSU-rRNA, 5.8S rRNA, LSU-rRNA) | |
GO:0000460 | maturation of 5.8S rRNA | |
GO:0000470 | maturation of LSU-rRNA | |
GO:0036444 | calcium import into the mitochondrion | |
GO:0000492 | box C/D snoRNP assembly | |
GO:0007021 | tubulin complex assembly | |
GO:0034605 | cellular response to heat | |
GO:0007007 | inner mitochondrial membrane organization | |
GO:0007005 | mitochondrion organization | |
GO:0007032 | endosome organization | |
GO:0007033 | vacuole organization | |
GO:0007031 | peroxisome organization | |
GO:0019086 | late viral transcription | |
GO:0032049 | cardiolipin biosynthetic process | |
GO:0019068 | virion assembly | |
GO:0019058 | viral life cycle | |
GO:0009838 | abscission | |
GO:0010821 | regulation of mitochondrion organization | |
GO:0007220 | Notch receptor processing | |
GO:0010835 | regulation of protein ADP-ribosylation | |
GO:0046755 | viral budding | |
GO:0071712 | ER-associated misfolded protein catabolic process | |
GO:0010499 | proteasomal ubiquitin-independent protein catabolic process | |
GO:0010498 | proteasomal protein catabolic process | |
GO:0034551 | mitochondrial respiratory chain complex III assembly | |
GO:0034599 | cellular response to oxidative stress | |
GO:0032527 | protein exit from endoplasmic reticulum | |
GO:0032509 | endosome transport via multivesicular body sorting pathway | |
GO:0032447 | protein urmylation | |
GO:0032446 | protein modification by small protein conjugation | |
GO:0032434 | regulation of proteasomal ubiquitin-dependent protein catabolic process | |
GO:0022904 | respiratory electron transport chain | |
GO:0071816 | tail-anchored membrane protein insertion into ER membrane | |
GO:0007253 | cytoplasmic sequestering of NF-kappaB | |
GO:0019287 | isopentenyl diphosphate biosynthetic process, mevalonate pathway | |
GO:0044281 | small molecule metabolic process | |
GO:0019430 | removal of superoxide radicals | |
GO:0034982 | mitochondrial protein processing | |
GO:0019348 | dolichol metabolic process | |
GO:0071902 | positive regulation of protein serine/threonine kinase activity | |
GO:0065003 | protein-containing complex assembly | |
GO:0032727 | positive regulation of interferon-alpha production | |
GO:0036211 | protein modification process |
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pathway_id | gene | desc | |
---|---|---|---|
mmu00190 | Cox5a | Oxidative phosphorylation | |
mmu01100 | Cox5a | Metabolic pathways | |
mmu04260 | Cox5a | Cardiac muscle contraction | |
mmu04714 | Cox5a | Thermogenesis | |
mmu04932 | Cox5a | Non-alcoholic fatty liver disease | |
mmu05010 | Cox5a | Alzheimer disease | |
mmu05012 | Cox5a | Parkinson disease | |
mmu05014 | Cox5a | Amyotrophic lateral sclerosis | |
mmu05016 | Cox5a | Huntington disease | |
mmu05020 | Cox5a | Prion disease | |
mmu05022 | Cox5a | Pathways of neurodegeneration - multiple diseases | |
mmu05208 | Cox5a | Chemical carcinogenesis - reactive oxygen species | |
mmu05415 | Cox5a | Diabetic cardiomyopathy | |
mmu00190 | Cox8a | Oxidative phosphorylation | |
mmu01100 | Cox8a | Metabolic pathways | |
mmu04260 | Cox8a | Cardiac muscle contraction | |
mmu04714 | Cox8a | Thermogenesis | |
mmu04932 | Cox8a | Non-alcoholic fatty liver disease | |
mmu05010 | Cox8a | Alzheimer disease | |
mmu05012 | Cox8a | Parkinson disease | |
mmu05014 | Cox8a | Amyotrophic lateral sclerosis | |
mmu05016 | Cox8a | Huntington disease | |
mmu05020 | Cox8a | Prion disease | |
mmu05022 | Cox8a | Pathways of neurodegeneration - multiple diseases | |
mmu05208 | Cox8a | Chemical carcinogenesis - reactive oxygen species | |
mmu05415 | Cox8a | Diabetic cardiomyopathy | |
mmu00190 | Cox6c | Oxidative phosphorylation | |
mmu01100 | Cox6c | Metabolic pathways | |
mmu04260 | Cox6c | Cardiac muscle contraction | |
mmu04714 | Cox6c | Thermogenesis | |
mmu04932 | Cox6c | Non-alcoholic fatty liver disease | |
mmu05010 | Cox6c | Alzheimer disease | |
mmu05012 | Cox6c | Parkinson disease | |
mmu05014 | Cox6c | Amyotrophic lateral sclerosis | |
mmu05016 | Cox6c | Huntington disease | |
mmu05020 | Cox6c | Prion disease | |
mmu05022 | Cox6c | Pathways of neurodegeneration - multiple diseases | |
mmu05208 | Cox6c | Chemical carcinogenesis - reactive oxygen species | |
mmu05415 | Cox6c | Diabetic cardiomyopathy | |
mmu00190 | Cox7b | Oxidative phosphorylation | |
mmu01100 | Cox7b | Metabolic pathways | |
mmu04260 | Cox7b | Cardiac muscle contraction | |
mmu04714 | Cox7b | Thermogenesis | |
mmu04932 | Cox7b | Non-alcoholic fatty liver disease | |
mmu05010 | Cox7b | Alzheimer disease | |
mmu05012 | Cox7b | Parkinson disease | |
mmu05014 | Cox7b | Amyotrophic lateral sclerosis | |
mmu05016 | Cox7b | Huntington disease | |
mmu05020 | Cox7b | Prion disease | |
mmu05022 | Cox7b | Pathways of neurodegeneration - multiple diseases | |
mmu05208 | Cox7b | Chemical carcinogenesis - reactive oxygen species | |
mmu05415 | Cox7b | Diabetic cardiomyopathy | |
mmu00190 | Cox7a2 | Oxidative phosphorylation | |
mmu01100 | Cox7a2 | Metabolic pathways | |
mmu04260 | Cox7a2 | Cardiac muscle contraction | |
mmu04714 | Cox7a2 | Thermogenesis | |
mmu04932 | Cox7a2 | Non-alcoholic fatty liver disease | |
mmu05010 | Cox7a2 | Alzheimer disease | |
mmu05012 | Cox7a2 | Parkinson disease | |
mmu05014 | Cox7a2 | Amyotrophic lateral sclerosis | |
mmu05016 | Cox7a2 | Huntington disease | |
mmu05020 | Cox7a2 | Prion disease | |
mmu05022 | Cox7a2 | Pathways of neurodegeneration - multiple diseases | |
mmu05208 | Cox7a2 | Chemical carcinogenesis - reactive oxygen species | |
mmu05415 | Cox7a2 | Diabetic cardiomyopathy | |
mmu00190 | Cox6a1 | Oxidative phosphorylation | |
mmu01100 | Cox6a1 | Metabolic pathways | |
mmu04260 | Cox6a1 | Cardiac muscle contraction | |
mmu04714 | Cox6a1 | Thermogenesis | |
mmu04932 | Cox6a1 | Non-alcoholic fatty liver disease | |
mmu05010 | Cox6a1 | Alzheimer disease | |
mmu05012 | Cox6a1 | Parkinson disease | |
mmu05014 | Cox6a1 | Amyotrophic lateral sclerosis | |
mmu05016 | Cox6a1 | Huntington disease | |
mmu05020 | Cox6a1 | Prion disease | |
mmu05022 | Cox6a1 | Pathways of neurodegeneration - multiple diseases | |
mmu05208 | Cox6a1 | Chemical carcinogenesis - reactive oxygen species | |
mmu05415 | Cox6a1 | Diabetic cardiomyopathy | |
mmu00190 | Cox5b | Oxidative phosphorylation | |
mmu01100 | Cox5b | Metabolic pathways | |
mmu04260 | Cox5b | Cardiac muscle contraction | |
mmu04714 | Cox5b | Thermogenesis | |
mmu04932 | Cox5b | Non-alcoholic fatty liver disease | |
mmu05010 | Cox5b | Alzheimer disease | |
mmu05012 | Cox5b | Parkinson disease | |
mmu05014 | Cox5b | Amyotrophic lateral sclerosis | |
mmu05016 | Cox5b | Huntington disease | |
mmu05020 | Cox5b | Prion disease | |
mmu05022 | Cox5b | Pathways of neurodegeneration - multiple diseases | |
mmu05208 | Cox5b | Chemical carcinogenesis - reactive oxygen species | |
mmu05415 | Cox5b | Diabetic cardiomyopathy | |
mmu04714 | Cox14 | Thermogenesis | |
mmu00190 | Cox7c | Oxidative phosphorylation | |
mmu01100 | Cox7c | Metabolic pathways | |
mmu04260 | Cox7c | Cardiac muscle contraction | |
mmu04714 | Cox7c | Thermogenesis | |
mmu04932 | Cox7c | Non-alcoholic fatty liver disease | |
mmu05010 | Cox7c | Alzheimer disease | |
mmu05012 | Cox7c | Parkinson disease | |
mmu05014 | Cox7c | Amyotrophic lateral sclerosis | |
mmu05016 | Cox7c | Huntington disease | |
mmu05020 | Cox7c | Prion disease | |
mmu05022 | Cox7c | Pathways of neurodegeneration - multiple diseases | |
mmu05208 | Cox7c | Chemical carcinogenesis - reactive oxygen species | |
mmu05415 | Cox7c | Diabetic cardiomyopathy | |
mmu00190 | Cox17 | Oxidative phosphorylation | |
mmu01100 | Cox17 | Metabolic pathways | |
mmu04714 | Cox17 | Thermogenesis | |
mmu04310 | Ctbp1 | Wnt signaling pathway | |
mmu04330 | Ctbp1 | Notch signaling pathway | |
mmu05200 | Ctbp1 | Pathways in cancer | |
mmu05220 | Ctbp1 | Chronic myeloid leukemia | |
mmu04310 | Ctbp1 | Wnt signaling pathway | |
mmu04330 | Ctbp1 | Notch signaling pathway | |
mmu05200 | Ctbp1 | Pathways in cancer | |
mmu05220 | Ctbp1 | Chronic myeloid leukemia | |
mmu04310 | Ctbp1 | Wnt signaling pathway | |
mmu04330 | Ctbp1 | Notch signaling pathway | |
mmu05200 | Ctbp1 | Pathways in cancer | |
mmu05220 | Ctbp1 | Chronic myeloid leukemia | |
mmu04310 | Ctbp1 | Wnt signaling pathway | |
mmu04330 | Ctbp1 | Notch signaling pathway | |
mmu05200 | Ctbp1 | Pathways in cancer | |
mmu05220 | Ctbp1 | Chronic myeloid leukemia | |
mmu03022 | Ccnh | Basal transcription factors | |
mmu03420 | Ccnh | Nucleotide excision repair | |
mmu04110 | Ccnh | Cell cycle | |
mmu04068 | Ccnd2 | FoxO signaling pathway | |
mmu04110 | Ccnd2 | Cell cycle | |
mmu04115 | Ccnd2 | p53 signaling pathway | |
mmu04151 | Ccnd2 | PI3K-Akt signaling pathway | |
mmu04218 | Ccnd2 | Cellular senescence | |
mmu04310 | Ccnd2 | Wnt signaling pathway | |
mmu04340 | Ccnd2 | Hedgehog signaling pathway | |
mmu04390 | Ccnd2 | Hippo signaling pathway | |
mmu04510 | Ccnd2 | Focal adhesion | |
mmu04630 | Ccnd2 | JAK-STAT signaling pathway | |
mmu04917 | Ccnd2 | Prolactin signaling pathway | |
mmu05162 | Ccnd2 | Measles | |
mmu05165 | Ccnd2 | Human papillomavirus infection | |
mmu05166 | Ccnd2 | Human T-cell leukemia virus 1 infection | |
mmu05169 | Ccnd2 | Epstein-Barr virus infection | |
mmu05200 | Ccnd2 | Pathways in cancer | |
mmu05202 | Ccnd2 | Transcriptional misregulation in cancer | |
mmu05203 | Ccnd2 | Viral carcinogenesis | |
mmu05206 | Ccnd2 | MicroRNAs in cancer | |
mmu04144 | Rab11a | Endocytosis | |
mmu04961 | Rab11a | Endocrine and other factor-regulated calcium reabsorption | |
mmu04962 | Rab11a | Vasopressin-regulated water reabsorption | |
mmu04972 | Rab11a | Pancreatic secretion | |
mmu05164 | Rab11a | Influenza A | |
mmu04144 | Rab11b | Endocytosis | |
mmu04152 | Rab11b | AMPK signaling pathway | |
mmu04962 | Rab11b | Vasopressin-regulated water reabsorption | |
mmu05164 | Rab11b | Influenza A | |
mmu05134 | Rab1b | Legionellosis | |
mmu04110 | Rad21 | Cell cycle | |
mmu04110 | Rad21 | Cell cycle | |
mmu04110 | Rad21 | Cell cycle | |
mmu00983 | mKIAA4033 | Drug metabolism - other enzymes | |
mmu04145 | mKIAA4033 | Phagosome | |
mmu04613 | mKIAA4033 | Neutrophil extracellular trap formation | |
mmu05202 | mKIAA4033 | Transcriptional misregulation in cancer | |
mmu05221 | mKIAA4033 | Acute myeloid leukemia | |
mmu05133 | Irf8 | Pertussis | |
mmu05133 | Irf8 | Pertussis | |
mmu05133 | Irf8 | Pertussis | |
mmu00250 | Gad1 | Alanine, aspartate and glutamate metabolism | |
mmu00410 | Gad1 | beta-Alanine metabolism | |
mmu00430 | Gad1 | Taurine and hypotaurine metabolism | |
mmu00650 | Gad1 | Butanoate metabolism | |
mmu01100 | Gad1 | Metabolic pathways | |
mmu04727 | Gad1 | GABAergic synapse | |
mmu04940 | Gad1 | Type I diabetes mellitus | |
mmu00250 | Gad2 | Alanine, aspartate and glutamate metabolism | |
mmu00410 | Gad2 | beta-Alanine metabolism | |
mmu00430 | Gad2 | Taurine and hypotaurine metabolism | |
mmu00650 | Gad2 | Butanoate metabolism | |
mmu01100 | Gad2 | Metabolic pathways | |
mmu04727 | Gad2 | GABAergic synapse | |
mmu04940 | Gad2 | Type I diabetes mellitus | |
mmu00250 | Gad2 | Alanine, aspartate and glutamate metabolism | |
mmu00410 | Gad2 | beta-Alanine metabolism | |
mmu00430 | Gad2 | Taurine and hypotaurine metabolism | |
mmu00650 | Gad2 | Butanoate metabolism | |
mmu01100 | Gad2 | Metabolic pathways | |
mmu04727 | Gad2 | GABAergic synapse | |
mmu04940 | Gad2 | Type I diabetes mellitus | |
mmu04024 | Crhr2 | cAMP signaling pathway | |
mmu04080 | Crhr2 | Neuroactive ligand-receptor interaction | |
mmu04934 | Crhr2 | Cushing syndrome | |
mmu04730 | Gnaz | Long-term depression | |
mmu04730 | Gnaz | Long-term depression | |
mmu04010 | Ngf | MAPK signaling pathway | |
mmu04014 | Ngf | Ras signaling pathway | |
mmu04015 | Ngf | Rap1 signaling pathway | |
mmu04020 | Ngf | Calcium signaling pathway | |
mmu04060 | Ngf | Cytokine-cytokine receptor interaction | |
mmu04151 | Ngf | PI3K-Akt signaling pathway | |
mmu04210 | Ngf | Apoptosis | |
mmu04722 | Ngf | Neurotrophin signaling pathway | |
mmu04750 | Ngf | Inflammatory mediator regulation of TRP channels | |
mmu04010 | Ngf | MAPK signaling pathway | |
mmu04014 | Ngf | Ras signaling pathway | |
mmu04015 | Ngf | Rap1 signaling pathway | |
mmu04020 | Ngf | Calcium signaling pathway | |
mmu04060 | Ngf | Cytokine-cytokine receptor interaction | |
mmu04151 | Ngf | PI3K-Akt signaling pathway | |
mmu04210 | Ngf | Apoptosis | |
mmu04722 | Ngf | Neurotrophin signaling pathway | |
mmu04750 | Ngf | Inflammatory mediator regulation of TRP channels | |
mmu04010 | Ngf | MAPK signaling pathway | |
mmu04014 | Ngf | Ras signaling pathway | |
mmu04015 | Ngf | Rap1 signaling pathway | |
mmu04020 | Ngf | Calcium signaling pathway | |
mmu04060 | Ngf | Cytokine-cytokine receptor interaction | |
mmu04151 | Ngf | PI3K-Akt signaling pathway | |
mmu04210 | Ngf | Apoptosis | |
mmu04722 | Ngf | Neurotrophin signaling pathway | |
mmu04750 | Ngf | Inflammatory mediator regulation of TRP channels | |
mmu04010 | Ngf | MAPK signaling pathway | |
mmu04014 | Ngf | Ras signaling pathway | |
mmu04015 | Ngf | Rap1 signaling pathway | |
mmu04020 | Ngf | Calcium signaling pathway | |
mmu04060 | Ngf | Cytokine-cytokine receptor interaction | |
mmu04151 | Ngf | PI3K-Akt signaling pathway | |
mmu04210 | Ngf | Apoptosis | |
mmu04722 | Ngf | Neurotrophin signaling pathway | |
mmu04750 | Ngf | Inflammatory mediator regulation of TRP channels | |
mmu04010 | Ngf | MAPK signaling pathway | |
mmu04014 | Ngf | Ras signaling pathway | |
mmu04015 | Ngf | Rap1 signaling pathway | |
mmu04020 | Ngf | Calcium signaling pathway | |
mmu04060 | Ngf | Cytokine-cytokine receptor interaction | |
mmu04151 | Ngf | PI3K-Akt signaling pathway | |
mmu04210 | Ngf | Apoptosis | |
mmu04722 | Ngf | Neurotrophin signaling pathway | |
mmu04750 | Ngf | Inflammatory mediator regulation of TRP channels | |
mmu04010 | Ngf | MAPK signaling pathway | |
mmu04014 | Ngf | Ras signaling pathway | |
mmu04015 | Ngf | Rap1 signaling pathway | |
mmu04020 | Ngf | Calcium signaling pathway | |
mmu04060 | Ngf | Cytokine-cytokine receptor interaction | |
mmu04151 | Ngf | PI3K-Akt signaling pathway | |
mmu04210 | Ngf | Apoptosis | |
mmu04722 | Ngf | Neurotrophin signaling pathway | |
mmu04750 | Ngf | Inflammatory mediator regulation of TRP channels | |
mmu04010 | Ngf | MAPK signaling pathway | |
mmu04014 | Ngf | Ras signaling pathway | |
mmu04015 | Ngf | Rap1 signaling pathway | |
mmu04020 | Ngf | Calcium signaling pathway | |
mmu04060 | Ngf | Cytokine-cytokine receptor interaction | |
mmu04151 | Ngf | PI3K-Akt signaling pathway | |
mmu04210 | Ngf | Apoptosis | |
mmu04722 | Ngf | Neurotrophin signaling pathway | |
mmu04750 | Ngf | Inflammatory mediator regulation of TRP channels |
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[mmu04710] | |
pathway_name = "Circadian rhythm " | |
hk_genes = [ "Csnk1d", "Cry1", "Creb1", "Rbx1", "Prkab2", "Prkaa1", "Fbxl3", "Clock", "Prkag1", "Cul1",] | |
facs_genes = [ "Rora", "Csnk1d", "Nr1d1", "Bhlhe40", "Creb1", "Nr1d2", "Fbxw11", "Csnk1e", "Rbx1", "Btrc", "Fbxl3", "Clock", "Cry2", "Rorb", "Prkag1", "Cul1",] | |
ps_genes = [ "Bhlhe40", "Rorb", "Dbp", "Npas2",] | |
facs_ps_genes = [ "Bhlhe40", "Rorb",] | |
npp_genes = [] | |
[mmu04713] | |
pathway_name = "Circadian entrainment " | |
hk_genes = [ "Gnb1", "Creb1", "Mapk1", "Camk2g", "Prkacb", "Calm1", "Gnai3", "Rps6ka5",] | |
facs_genes = [ "Grin1", "Gria1", "Grin2c", "Gng7", "Gucy1a2", "Kcnj3", "Gnas", "Calm2", "Itpr1", "Gnb2", "Gng5", "Nos1", "Adcy1", "Camk2a", "Kcnj9", "Camk2d", "Prkacb", "Camk2b", "Gnai3", "Gnao1", "Calm3", "Gnai2", "Mapk3", "Creb1", "Gria2", "Gnai1", "Prkcg", "Mapk1", "Prkca", "Camk2g", "Gng2", "Gng3", "Gnaq", "Gnb5", "Ryr2", "Gng11", "Gnb1", "Gng4", "Gria3", "Plcb1", "Gng10", "Gng12", "Grin2b", "Calm1", "Plcb4", "Fos", "Gnb4", "Prkcb", "Adcy2", "Gria4",] | |
ps_genes = [ "Gria1", "Gng7", "Cacna1h", "Grin2a", "Kcnj6", "Gng13", "Itpr1", "Nos1", "Adcy1", "Prkcg", "Gng2", "Ryr3", "Cacna1g", "Gng4", "Gng12", "Nos1ap", "Gnb4", "Adcy2", "Camk2d",] | |
facs_ps_genes = [ "Nos1", "Adcy1", "Gng4", "Gria1", "Camk2d", "Gng12", "Gng7", "Prkcg", "Gng2", "Gnb4", "Adcy2", "Itpr1",] | |
npp_genes = [ "Adcyap1", "Adcyap1r1",] | |
[mmu00010] | |
pathway_name = "Glycolysis / Gluconeogenesis " | |
hk_genes = [ "Aldh9a1", "Pfkp", "Minpp1", "Hk1", "Pgm1", "G6pc3", "Adh5", "Gpi1", "Tpi1",] | |
facs_genes = [ "Acss2", "Pgm2", "Ldhb", "Aldoc", "Hk1", "Eno2", "Tpi1", "Adh5", "Ldha", "Akr1a1", "Bpgm", "Acss1", "Minpp1", "Pgk1", "Gpi1", "Aldh2", "Pfkm", "Pdhb", "Aldh7a1", "Dlat", "Aldh3a2", "Dld", "Gapdh", "Aldh9a1", "Pfkp", "Pfkl", "Pdha1", "Pgam1", "Pkm", "Eno1", "Aldoa",] | |
ps_genes = [] | |
facs_ps_genes = [] | |
npp_genes = [] | |
[mmu00620] | |
pathway_name = "Pyruvate metabolism " | |
hk_genes = [ "Aldh9a1", "Me2", "Adh5", "Mdh1",] | |
facs_genes = [ "Acss2", "Hagh", "Ldhb", "Glo1", "Adh5", "Me3", "Ldha", "Akr1a1", "Acss1", "Acat1", "Aldh2", "Pdhb", "Aldh7a1", "Fh1", "Dlat", "Aldh3a2", "Dld", "Aldh9a1", "Mdh2", "Pdha1", "Mdh1", "Pkm",] | |
ps_genes = [] | |
facs_ps_genes = [] | |
npp_genes = [] | |
[mmu00190] | |
pathway_name = "Oxidative phosphorylation " | |
hk_genes = [ "Cox17", "Ppa2", "Atp6v1d", "Atp6v1h", "Atp6v0e", "Ndufb8", "Cox11", "Cox15",] | |
facs_genes = [ "Ndufa9", "Ndufa8", "Uqcrh", "Ndufv3", "Atp6v0d1", "Atp6v1c1", "Ndufa10", "ND4", "Atp6v1d", "Ndufs6", "Cox7b", "Atp6v1g2", "Atp6v1f", "Ndufs3", "Uqcr10", "Cox6a1", "Sdhd", "Ndufc1", "Cox8a", "Ndufs4", "Atp6ap1", "Atp6v0b", "Ndufab1", "Cyc1", "Ndufs8", "Ndufa11", "Cox4i1", "Ndufb2", "ND6", "Ndufa1", "Ndufc2", "Uqcrfs1", "Ndufb5", "Cox6a2", "Atp6v1h", "Ndufb8", "Ndufs5", "Ndufb10", "Uqcrc2", "Ndufa13", "Atp6v1b2", "CYTB", "Atp6v1a", "Ndufa5", "Sdha", "Sdhc", "Ndufv1", "ND2", "Ndufb6", "Ndufb7", "Atp6v0e", "ND5", "Cox6c", "Uqcrq", "Cox5b", "Ndufa4", "ND1", "Ndufb11", "Ndufb3", "Cycs", "Atp6v0e2", "Uqcr11", "COX1", "Cox7a2l", "Ndufa3", "Ndufa6", "Ndufa7", "Ndufs2", "Cox7a2", "Ndufs1", "Sdhb", "Ppa1", "Ndufa2", "Atp6v0c", "Cox5a", "Atp6v1e1", "Ndufv2", "Cox17", "Ndufs7", "Uqcrc1", "Atp6v0a1", "Ppa2", "Atp6v1g1", "Ndufa12", "Uqcrb", "Cox6b1", "Ndufb9", "Cox7c",] | |
ps_genes = [] | |
facs_ps_genes = [] | |
npp_genes = [] | |
[mmu03008] | |
pathway_name = "Ribosome biogenesis in eukaryotes " | |
hk_genes = [ "Nxt1", "Emg1", "Imp4", "Rpp38", "Eif6", "Gnl2", "Nop56", "Riok1", "Wdr36", "Mphosph10", "Csnk2a1", "Csnk2b", "Xrn2", "Utp14a", "Gnl3", "Utp15", "Utp6", "Rpp30", "Pop7", "Utp18", "Fbl", "Fcf1", "Nxf1", "Rexo2", "Heatr1", "Sbds", "Pwp2", "Rbm28", "Rrp7a", "Wdr43", "Nvl", "Csnk2a2", "Ran", "Drosha", "Nob1", "Nol6", "Tcof1", "Nat10", "Nmd3",] | |
facs_genes = [ "Xpo1", "Imp3", "Gnl2", "Eif6", "Nop56", "Rpp25", "Nop10", "Nxt2", "Gtpbp4", "Csnk2b", "Xrn2", "Gnl3", "Xrn1", "Mdn1", "Rpp30", "Nxf1", "Rexo2", "Sbds", "Gnl3l", "Rbm28", "Nop58", "Nvl", "Ran", "Pop5", "Nmd3",] | |
ps_genes = [ "Rpp25",] | |
facs_ps_genes = [ "Rpp25",] | |
npp_genes = [] | |
[mmu03010] | |
pathway_name = "Ribosome " | |
hk_genes = [ "Mrpl14", "Mrps17", "Rpl32", "Mrpl30", "Mrpl10", "Mrpl35", "Mrpl18", "Mrpl24", "Mrps14", "Mrpl19", "Mrps9", "Mrpl9", "Mrpl13", "Mrpl22", "Rpl22", "Mrps15", "Rpl4", "Mrpl17", "Rpl35a", "Mrpl27", "Mrpl11", "Mrpl4", "Mrpl28", "Rsl24d1", "Mrps2", "Mrps16", "Mrps10", "Mrps5", "Rpl15", "Mrpl36",] | |
facs_genes = [ "Rps19", "Rpl18", "Mrps17", "Rpl32", "Rps21", "Mrpl20", "Mrpl30", "Mrps7", "Rpl10", "Mrpl10", "Rpl18a", "Rpl14", "Mrps18a", "Rplp0", "Rps25", "Rps4x", "Mrpl35", "Rps24", "Rpl38", "Mrpl18", "Mrps6", "Rpl7", "Mrps14", "Rps27a", "Rpl23", "Rps8", "Rpl41", "Mrpl9", "Rpl22l1", "Mrpl13", "Mrpl32", "Rps5", "Rps27l", "Mrps18c", "Rpl13", "Rpl21", "Rpl37", "Fau", "Rps15a", "Mrpl17", "Rps9", "Rpl8", "Mrpl36", "Rpl4", "Mrpl27", "Rpl19", "Mrpl11", "Rps18", "Mrpl4", "Rplp1", "Rps27", "Mrpl28", "Rpl3", "Rpl26", "Mrpl33", "Rps3a1", "Rpl13a", "Rpl37a", "Mrps12", "Mrpl3", "Rps15", "Rpl34", "Rpl9", "Rps3", "Rpl15", "Rps13", "Rps11", "Rplp2", "Mrpl15", "Rps23", "Rps2", "Rps29", "Rps14",] | |
ps_genes = [] | |
facs_ps_genes = [] | |
npp_genes = [] | |
[mmu04310] | |
pathway_name = "Wnt signaling pathway " | |
hk_genes = [ "Ppp3r1", "Csnk1a1", "Cby1", "Crebbp", "Smad4", "Senp2", "Ctnnb1", "Nlk", "Ruvbl1", "Cacybp", "Ppp3cb", "Csnk2a1", "Gsk3b", "Csnk2b", "Ep300", "Prkacb", "Znrf3", "Tle4", "Invs", "Mapk9", "Tbl1xr1", "Rbx1", "Camk2g", "Ppp3ca", "Lrp6", "Cul1", "Ctbp1", "Csnk2a2", "Tbl1x", "Nfatc3", "Psen1", "Axin1", "Mapk8", "Rac1",] | |
facs_genes = [ "Ppp3r1", "Csnk1a1", "Crebbp", "Fbxw11", "Senp2", "Apc", "Ctnnb1", "Sox17", "Tle1", "Nlk", "Fzd3", "Daam2", "Tle2", "Camk2a", "Cacybp", "Nkd1", "Camk2d", "Ppp3cb", "Cxxc4", "Prickle1", "Gsk3b", "Csnk2b", "Ctnnd2", "Wnt5a", "Prkacb", "Camk2b", "Ccnd2", "Tle4", "Jun", "Mapk9", "Prkcg", "Csnk1e", "Rbx1", "Camk2g", "Prkca", "Porcn", "Ppp3ca", "Prickle2", "Dvl1", "Cul1", "Daam1", "Ccnd3", "Ctbp1", "Plcb1", "Tbl1x", "Rock2", "Psen1", "Btrc", "Plcb4", "Rhoa", "Prkcb", "Rspo1", "Mapk10", "Serpinf1", "Mapk8", "Rac1",] | |
ps_genes = [ "Camk2d", "Rspo3", "Cxxc4", "Sfrp2", "Wnt10a", "Prkcg", "Wnt7a", "Wnt2", "Smad3", "Rspo2", "Wnt5a", "Sfrp1", "Wnt5b", "Rspo1", "Tle1", "Wif1", "Tle4",] | |
facs_ps_genes = [ "Cxxc4", "Prkcg", "Wnt5a", "Camk2d", "Tle1", "Rspo1", "Tle4",] | |
npp_genes = [] | |
[mmu04152] | |
pathway_name = "AMPK signaling pathway " | |
hk_genes = [ "Mtor", "Camkk2", "Insr", "Rab11b", "Prkab2", "G6pc3", "Ppp2cb", "Cpt1a", "Akt1", "Cab39l", "Rps6kb1", "Rab14", "Ppp2r3c", "Elavl1", "Mlycd", "Rab2a", "Foxo3", "Ppp2ca", "Rab10", "Rab8a", "Ppp2r5a", "Rheb", "Akt3", "Stk11", "Ppp2r1b", "Creb1", "Adipor2", "Prkaa1", "Pik3r1", "Ppp2r2a", "Ppp2r5d", "Pdpk1", "Prkag1", "Pfkp", "Cab39", "Ppp2r5c", "Ppp2r1a", "Ppp2r2d", "Tsc2", "Pik3ca", "Ppp2r5e",] | |
facs_genes = [ "Camkk2", "Scd2", "Creb3", "Insr", "Rab11b", "Igf1", "Cpt1c", "Ppp2cb", "Akt2", "Adipor1", "Cpt1a", "Akt1", "Rps6kb1", "Rab14", "Ppp2r2c", "Elavl1", "Rab2a", "Ppp2ca", "Rab10", "Rab8a", "Rheb", "Fasn", "Creb1", "Pfkm", "Pik3r1", "Foxo1", "Ppp2r2a", "Rps6kb2", "Ppp2r5d", "Eef2", "Pdpk1", "Prkag1", "Ppargc1a", "Pfkp", "Cab39", "Pfkl", "Ppp2r5c", "Ppp2r1a", "Ppp2r2d", "Hmgcr", "Pik3ca", "Ppp2r2b",] | |
ps_genes = [ "Adra1a", "Creb3l2", "Igf1", "Pfkfb3", "Foxo1", "Cidea", "Ppp2r5a",] | |
facs_ps_genes = [ "Igf1", "Foxo1",] | |
npp_genes = [] | |
[mmu04350] | |
pathway_name = "TGF-beta signaling pathway " | |
hk_genes = [ "Smad4", "Crebbp", "Ppp2cb", "Ncor1", "Sin3a", "Rps6kb1", "E2f4", "Smad2", "Ep300", "Ppp2ca", "Smad5", "Ppp2r1b", "Smurf2", "Mapk1", "Rbx1", "Hdac1", "Cul1", "Ppp2r1a", "Sp1",] | |
facs_genes = [ "Emp3", "Dcn", "Crebbp", "Ppp2cb", "Id4", "Id1", "Tgfbr1", "Ncor1", "Hdac2", "Bmpr1a", "Rps6kb1", "Rgmb", "Smad2", "Ppp2ca", "Zfyve16", "Mapk3", "Mapk1", "Tfrc", "Rbx1", "Id3", "Id2", "Rps6kb2", "Cul1", "Nbl1", "Ppp2r1a", "Bmpr2", "Rock1", "Rhoa", "Trf",] | |
ps_genes = [ "Chrd", "Fst", "Rgma", "Tgfb3", "Skil", "Smad3", "Id2", "Nog",] | |
facs_ps_genes = [ "Id2",] | |
npp_genes = [] | |
[mmu04010] | |
pathway_name = "MAPK signaling pathway " | |
hk_genes = [ "Sos1", "Ppp3r1", "Max", "Insr", "Pak2", "Traf6", "Chuk", "Nlk", "Map3k2", "Akt1", "Map4k4", "Nras", "Map2k1", "Cdc42", "Ppp3cb", "Hras", "Map2k5", "Mapk14", "Prkacb", "Rps6ka5", "Ikbkb", "Lamtor3", "Map2k2", "Akt3", "Taok2", "Ppp5c", "Map2k7", "Crk", "Mapk9", "Srf", "Kras", "Mapk1", "Elk1", "Ppp3ca", "Braf", "Mapk8ip3", "Crkl", "Traf2", "Map2k4", "Map3k10", "Araf", "Nfatc3", "Ppm1a", "Map3k4", "Tab1", "Tab2", "Mapk8", "Rac1",] | |
facs_genes = [ "Rasgrp3", "Dusp6", "Chuk", "Akt1", "Fgf9", "Irak1", "Egfr", "Erbb4", "Pak1", "Atf2", "Kras", "Ppp3ca", "Prkcb", "Fgf1", "Kdr", "Atf4", "Ikbkb", "Gadd45a", "Mras", "Rasa2", "Ppp3cb", "Tek", "Ddit3", "Taok1", "Ppp5c", "Crk", "Mapk9", "Prkcg", "Flna", "Mapt", "Mapk1", "Dusp3", "Braf", "Rasa1", "Kitl", "Gng12", "Araf", "Fgfr2", "Mapk8", "Rac1", "Lamtor3", "Ppp3r1", "Arrb1", "Igf1", "Csf1r", "Nlk", "Rasgrf2", "Kit", "Gadd45g", "Map2k1", "Cdc42", "Hras", "Jund", "Flt1", "Prkacb", "Fgfr3", "Rras", "Map4k3", "Jun", "Prkca", "Mapk8ip3", "Map2k4", "Rasgrf1", "Hspa8", "Rasgrp1", "Stmn1", "Ppm1a", "Fos", "Il1rap", "Mapk10", "Cacna2d1", "Sos1", "Insr", "Mef2c", "Bdnf", "Akt2", "Cacna2d3", "Gadd45b", "Pdgfrb", "Cacng5", "Tgfbr1", "Ptpn5", "Mapk11", "Nr4a1", "Mapk14", "Cacnb4", "Cacng3", "Map2k2", "Hspb1", "Dusp1", "Mapk3", "Igf2", "Raf1", "Ntrk2", "Cacna1e", "Rap1a", "Vegfa", "Rap1b", "Ecsit",] | |
ps_genes = [ "Gadd45a", "Cacna1h", "Igf1", "Map3k5", "Bdnf", "Cacna2d3", "Gadd45b", "Cacng5", "Dusp5", "Ngf", "Dusp10", "Dusp7", "Rasgrf2", "Kit", "Fgf9", "Tgfb3", "Mapk11", "Efna5", "Nr4a1", "Egfr", "Angpt1", "Nrtn", "Fgf10", "Erbb4", "Efna1", "Cacng3", "Prkcg", "Flt3", "Cacna1g", "Rasgrf1", "Cacna1e", "Gng12", "Fgf1", "Rasgrp1", "Il1rap", "Cacna2d1",] | |
facs_ps_genes = [ "Gadd45a", "Igf1", "Bdnf", "Gadd45b", "Cacna2d3", "Cacng5", "Rasgrf2", "Kit", "Fgf9", "Mapk11", "Nr4a1", "Egfr", "Erbb4", "Cacng3", "Prkcg", "Rasgrf1", "Cacna1e", "Gng12", "Fgf1", "Rasgrp1", "Il1rap", "Cacna2d1",] | |
npp_genes = [] | |
[mmu04014] | |
pathway_name = "Ras signaling pathway " | |
hk_genes = [ "Sos1", "Bad", "Insr", "Pla2g6", "Pak2", "Rab5a", "Chuk", "Akt1", "Exoc2", "Abl1", "Nras", "Cdc42", "Map2k1", "Rab5c", "Hras", "Prkacb", "Ptpn11", "Ralbp1", "Abl2", "Map2k2", "Akt3", "Mapk9", "Tbk1", "Ksr1", "Kras", "Mapk1", "Elk1", "Pik3r1", "Gnb1", "Rala", "Brap", "Calm1", "Ikbkb", "Mapk8", "Pik3ca", "Rac1",] | |
facs_genes = [ "Rasgrp3", "Rab5a", "Calm2", "Chuk", "Akt1", "Gng5", "Fgf9", "Egfr", "Pak1", "Tbk1", "Kras", "Gnb1", "Rapgef5", "Rap1b", "Rasal2", "Fgf1", "Rala", "Kdr", "Rhoa", "Ikbkb", "Grin1", "Gng7", "Mras", "Rasa2", "Tek", "Ralbp1", "Calm3", "Bcl2l1", "Mapk9", "Prkcg", "Mapk1", "Pik3r1", "Rasa1", "Kitl", "Tiam1", "Gng10", "Gng12", "Fgfr2", "Mapk8", "Pik3ca", "Rac1", "Igf1", "Csf1r", "Gnb2", "Kit", "Rasgrf2", "Cdc42", "Map2k1", "Hras", "Flt1", "Prkacb", "Fgfr3", "Rras", "Prkca", "Shoc2", "Rasgrf1", "Rasgrp1", "Mapk10", "Sos1", "Rgl1", "Insr", "Bdnf", "Akt2", "Pdgfrb", "Pak3", "Map2k2", "Mapk3", "Gng2", "Gng3", "Igf2", "Gnb5", "Ralgapa1", "Gng11", "Gng4", "Raf1", "Ntrk2", "Ralgds", "Grin2b", "Rap1a", "Calm1", "Vegfa", "Gnb4", "Prkcb",] | |
ps_genes = [ "Gng7", "Igf1", "Grin2a", "Rasal1", "Bdnf", "Gng13", "Ngf", "Kit", "Rasgrf2", "Fgf9", "Efna5", "Egfr", "Angpt1", "Fgf10", "Efna1", "Prkcg", "Gng2", "Flt3", "Rapgef5", "Gng4", "Rasgrf1", "Rin1", "Fgf1", "Gng12", "Rasgrp1", "Gnb4",] | |
facs_ps_genes = [ "Kit", "Rasgrf2", "Rapgef5", "Gng4", "Fgf9", "Rasgrf1", "Fgf1", "Gng7", "Gng12", "Prkcg", "Igf1", "Gng2", "Egfr", "Rasgrp1", "Bdnf", "Gnb4",] | |
npp_genes = [] | |
[mmu04020] | |
pathway_name = "Calcium signaling pathway " | |
hk_genes = [ "Stim1", "Gna11", "Ppp3r1", "Slc25a5", "Ppp3cb", "Mcu", "Mcoln1", "Camk2g", "Nfatc3", "Prkacb", "Calm1", "Ppp3ca", "Phkg2", "Vdac2", "Vdac1",] | |
facs_genes = [ "Grin1", "Gna11", "Ppp3r1", "Atp2b4", "Grin2c", "Slc25a5", "Itpka", "Camk4", "Ntrk3", "Grm5", "Slc8a1", "Chrm2", "Gnas", "Calm2", "Ptk2b", "Itpr1", "Pdgfrb", "Grm1", "Vdac3", "Atp2a2", "Camk2a", "Adcy1", "Nos1", "Pde1a", "Fgf9", "Ppp3cb", "Camk1", "Mcoln1", "Egfr", "Flt1", "Prkacb", "Adora2b", "Tnnc1", "Camk2b", "1810037I17Rik", "Htr2c", "Erbb4", "Fgfr3", "Calm3", "Plcd4", "Ednrb", "Gnal", "Atp2b2", "Phkg1", "Mylk", "Oxtr", "Prkcg", "Camk2g", "Prkca", "Gnaq", "Ppp3ca", "Prkcb", "Atp2b1", "Ryr2", "Vdac2", "Itpr2", "Camk1g", "Phka1", "Pln", "Plcb1", "Cacna1e", "Fgf1", "Ntrk2", "Slc25a4", "Grin3a", "Grin2b", "Calm1", "Kdr", "Fgfr2", "Vegfa", "Plcb4", "Adcy2", "Camk2d", "Adra1b", "Vdac1", "Asph",] | |
ps_genes = [ "Atp2b4", "Adra1a", "Camk4", "Itpka", "Cacna1h", "Orai2", "Ntrk3", "Grin2a", "Slc8a1", "Chrm2", "Itpr1", "Ptk2b", "Chrna7", "Grm1", "Ngf", "Adcy1", "Nos1", "Pde1a", "Fgf9", "Camk1", "Slc8a2", "Htr2a", "Egfr", "Chrm3", "Adrb1", "Fgf10", "Erbb4", "P2rx2", "Gnal", "Adra1d", "Ptger3", "Oxtr", "Hrh1", "Prkcg", "Ryr3", "Cacna1g", "Drd1", "Pde1b", "Sln", "Camk1g", "Cacna1e", "Fgf1", "Grin3a", "Adcy2", "Camk2d", "Adra1b", "Pde1c",] | |
facs_ps_genes = [ "Atp2b4", "Camk4", "Itpka", "Ntrk3", "Slc8a1", "Chrm2", "Itpr1", "Ptk2b", "Grm1", "Adcy1", "Nos1", "Pde1a", "Fgf9", "Camk1", "Egfr", "Erbb4", "Gnal", "Oxtr", "Prkcg", "Camk1g", "Cacna1e", "Fgf1", "Grin3a", "Adcy2", "Camk2d", "Adra1b",] | |
npp_genes = [ "Trhr2", "Grpr", "Tacr1", "Cckbr", "Tacr3", "Trhr", "Ntsr1",] | |
[mmu04024] | |
pathway_name = "cAMP signaling pathway " | |
hk_genes = [ "Bad", "Crebbp", "Akt1", "Map2k1", "Ep300", "Prkacb", "Gnai3", "Map2k2", "Akt3", "Atp1b3", "Creb1", "Mapk9", "Ppp1cc", "Mapk1", "Camk2g", "Pik3r1", "Braf", "Calm1", "Mapk8", "Pik3ca", "Rac1",] | |
facs_genes = [ "Myl9", "Grin2c", "Creb3", "Crebbp", "Chrm2", "Gnas", "Calm2", "Pde4d", "Akt1", "Ppp1r12a", "Camk2d", "Gnai3", "Atp2b2", "Pak1", "Creb1", "Gria2", "Ppp1r1b", "Ppp1cb", "Sox9", "Grin3a", "Atp1a2", "Rhoa", "Rapgef3", "Gria4", "Grin1", "Acox1", "Camk2a", "Kcnk2", "Atp1a1", "Calm3", "Mapk9", "Mapk1", "Camk2g", "Pik3r1", "Braf", "Ryr2", "Adora1", "Tiam1", "Pde10a", "Adcy2", "Mapk8", "Pik3ca", "Rac1", "Atp1a3", "Camk4", "Atp2b4", "Atp2a2", "Adcy1", "Map2k1", "Prkacb", "Rras", "Atp1b1", "Atp1b3", "Ppp1ca", "Jun", "Oxtr", "Gabbr1", "Atp2b1", "Gria3", "Pln", "Rapgef4", "Nfkbia", "Fxyd1", "Rock2", "Fos", "Mapk10", "Gria1", "Bdnf", "Akt2", "Atp1b2", "Camk2b", "Pde4b", "Map2k2", "Gnai2", "Mapk3", "Gnai1", "Raf1", "Grin2b", "Rap1a", "Calm1", "Rock1", "Rap1b",] | |
ps_genes = [ "Gria1", "Vav2", "Camk4", "Atp2b4", "Creb3l2", "Htr1f", "Grin2a", "Bdnf", "Chrm2", "Adcy1", "Kcnk2", "Htr1a", "Abcc4", "Adrb1", "Pde4b", "Ptger3", "Oxtr", "Ppp1r1b", "Drd1", "Adora1", "Grin3a", "Popdc3", "Adcy2", "Camk2d",] | |
facs_ps_genes = [ "Adcy1", "Pde4b", "Kcnk2", "Gria1", "Adora1", "Camk4", "Atp2b4", "Oxtr", "Grin3a", "Bdnf", "Ppp1r1b", "Chrm2", "Adcy2", "Camk2d",] | |
npp_genes = [ "Sst", "Sstr1", "Vipr2", "Crhr2", "Adcyap1", "Vip", "Crhr1", "Sstr2", "Crh", "Npy", "Adcyap1r1", "Npy1r",] | |
[mmu03018] | |
pathway_name = "RNA degradation " | |
hk_genes = [ "Exosc1", "Pabpc1", "Dis3", "Exosc9", "Exosc4", "C1d", "Edc4", "Cnot8", "Edc3", "Parn", "Cnot10", "Dcp1a", "Ddx6", "Xrn2", "Lsm5", "Mphosph6", "Pnpt1", "Lsm6", "Cnot1", "Zcchc7", "Exosc2", "Cnot9", "Hspd1", "Pan2", "Lsm1", "Pfkp", "Dcp2", "Patl1", "Lsm8", "Lsm4", "Exosc7", "Cnot6l",] | |
facs_genes = [ "Hspa9", "Exosc9", "Btg2", "C1d", "Eno2", "Lsm3", "Cnot8", "Cnot10", "Cnot2", "Btg1", "Ddx6", "Dhx36", "Xrn2", "Xrn1", "Cnot6", "Pnpt1", "Lsm6", "Pfkm", "Tob1", "Cnot4", "Cnot7", "Zcchc7", "Hspd1", "Lsm1", "Pfkp", "Pfkl", "Lsm8", "Exosc7", "Exosc10", "Eno1", "Cnot6l",] | |
ps_genes = [] | |
facs_ps_genes = [] | |
npp_genes = [] | |
[mmu04120] | |
pathway_name = "Ubiquitin mediated proteolysis " | |
hk_genes = [ "Uba1", "Ube2j1", "Wwp2", "Cul4b", "Anapc11", "Ube3c", "Fbxo4", "Syvn1", "Ube2q1", "Pias2", "Vhl", "Ubr5", "Rchy1", "Traf6", "Ddb1", "Klhl9", "Cdc16", "Fbxw8", "Fbxw7", "Herc4", "Nedd4l", "Trip12", "Ube2w", "Pias1", "Anapc2", "Cdc34", "Ube2d2a", "Cul3", "Ppil2", "Itch", "Anapc7", "Mgrn1", "Ube2q2", "Fzr1", "Herc3", "Sae1", "Ubox5", "Ube2g1", "Smurf2", "Anapc16", "Rbx1", "Ube2l3", "Ube2k", "Stub1", "Ube2e1", "Ube2r2", "Ube2i", "Ube2n", "Cul1", "Prpf19", "Anapc5", "Ube4b", "Herc1", "Ube2f", "Cdc26", "Herc2", "Keap1", "Cdc23", "Uba2", "Trim37", "Anapc1", "Ube2z", "Ube4a", "Ube2d3",] | |
facs_genes = [ "Ube2ql1", "Uba1", "Xiap", "Ube2j1", "Anapc11", "Huwe1", "Fbxw11", "Pias2", "Vhl", "Ubr5", "Rchy1", "Ddb1", "Klhl9", "Ube2a", "Cdc16", "Ube2d1", "Fbxw7", "Herc4", "Ube2m", "Trip12", "Ube2w", "Pias1", "Anapc2", "Rps27a", "Cul3", "Rnf7", "Ppil2", "Itch", "Cul4a", "Cul2", "Klhl13", "Ube2b", "Mgrn1", "Ube2q2", "Fzr1", "Herc3", "Ube2e3", "Sae1", "Nedd4", "Cul5", "Ube2g1", "Ubb", "Anapc16", "Rbx1", "Ube2l3", "Ube2k", "Stub1", "Trim32", "Anapc4", "Ubc", "Ube2r2", "Ube2n", "Cul1", "Uba3", "Anapc5", "Cdc27", "Herc1", "Ube2f", "Ube2e2", "Ube3a", "Birc2", "Herc2", "Btrc", "Cdc23", "Uba2", "Trim37", "Anapc1", "Mdm2", "Birc6", "Ube2d3",] | |
ps_genes = [] | |
facs_ps_genes = [] | |
npp_genes = [] | |
[mmu04140] | |
pathway_name = "Autophagy - animal " | |
hk_genes = [ "Mtor", "Wipi2", "Camkk2", "Bad", "Atg4b", "Atg2a", "Atg3", "Atg9a", "Mtmr14", "Pten", "Atg2b", "Ppp2cb", "Atg12", "Traf6", "Gabarapl2", "Pik3r4", "Akt1", "Rps6kb1", "Nras", "Atg16l1", "Map2k1", "Hras", "Mlst8", "Eif2ak3", "Lamp2", "Ppp2ca", "Rab7", "Prkacb", "Snap29", "Zfyve1", "Atg16l2", "Atg13", "Rab8a", "Rheb", "Mtmr3", "Hif1a", "Akt3", "Stk11", "Map2k2", "Hmgb1", "Smcr8", "Atg4d", "Atg101", "Rraga", "Mapk9", "Tbk1", "Kras", "Mapk1", "Prkaa1", "Atg5", "Pik3r1", "Ulk2", "Uvrag", "Atg4a", "Rab33b", "Stx17", "Pdpk1", "Supt20", "Eif2s1", "Atg7", "Atg14", "Tsc2", "Igbp1", "Mapk8", "Pik3ca", "Wdr41",] | |
facs_genes = [ "Camkk2", "Atg3", "Pten", "Mras", "Ppp2cb", "Akt2", "Becn1", "Atg12", "Lamp1", "Itpr1", "Gabarapl2", "Sh3glb1", "Akt1", "Rps6kb1", "Atg16l1", "Map2k1", "Hras", "Bnip3", "Lamp2", "Ppp2ca", "Rab7", "Ctsl", "Prkacb", "Rras", "Rab8a", "Sqstm1", "Ctsd", "Bcl2l1", "Map1lc3b", "Deptor", "Rheb", "Hif1a", "Map2k2", "Map1lc3a", "Vmp1", "Hmgb1", "Mapk3", "Rraga", "Rb1cc1", "Tbk1", "Mapk9", "Kras", "Mapk1", "Gabarap", "Trp53inp2", "Gabarapl1", "Pik3r1", "Ulk2", "Atg5", "Rps6kb2", "Bcl2", "Pdpk1", "Ctsb", "Raf1", "Eif2s1", "Supt20", "Rragb", "Tank", "Rragc", "Mapk10", "Mapk8", "Pik3ca",] | |
ps_genes = [ "Itpr1", "Dapk2", "Deptor",] | |
facs_ps_genes = [ "Deptor", "Itpr1",] | |
npp_genes = [] | |
[mmu04142] | |
pathway_name = "Lysosome " | |
hk_genes = [ "Wdr7", "Smpd1", "Ap1m1", "Ap4m1", "Gga2", "Gnptg", "Dmxl1", "Ctns", "Fuca2", "Lamp2", "Mcoln1", "Ap4s1", "Ap3s2", "Ap3b1", "Ppt1", "Ap4e1", "Atp6v1h", "Gga1", "Ap1g1", "Cltc", "Arsa", "Ap3d1", "Mfsd8", "Ap3m1",] | |
facs_genes = [ "Laptm4a", "Ctsa", "Hexb", "Wdr7", "Ncoa7", "Neu1", "Ap1b1", "Smpd1", "Tpp1", "Cd68", "Ap1m1", "Gnptg", "Gns", "Acp2", "Dmxl1", "Gaa", "Lamp1", "Atp6v0d1", "Sort1", "Psap", "Ap3m2", "Fuca2", "Cd63", "Ap3b2", "Litaf", "Lamp2", "Mcoln1", "Atp6v0c", "Laptm5", "Ap1s2", "Ctsl", "Ap4s1", "Cltb", "Cd164", "Ap3b1", "Ctsd", "Ppt1", "Ctss", "Ap1s1", "Ctsf", "Atp6v1h", "Lgmn", "Laptm4b", "Clta", "Ids", "Fuca1", "Npc1", "Atp6v0a1", "Hgsnat", "Asah1", "Cln5", "Man2b1", "Ctsc", "Hexa", "Ctsb", "Scarb2", "Lipa", "Ctsh", "Ctsz", "Aga", "Cltc", "Atp6ap1", "Ctso", "Atp6v0b", "Ap3d1", "Npc2", "M6pr", "Ap3m1", "Dmxl2",] | |
ps_genes = [] | |
facs_ps_genes = [] | |
npp_genes = [] | |
[mmu04721] | |
pathway_name = "Synaptic vesicle cycle " | |
hk_genes = [ "Atp6v1d", "Atp6v1h", "Atp6v0e", "Ap2b1", "Cltc", "Napa", "Ap2m1", "Nsf",] | |
facs_genes = [ "Dnm2", "Cplx3", "Atp6v1a", "Slc17a7", "Stx1b", "Slc6a13", "Atp6v0d1", "Snap25", "Atp6v1c1", "Ap2s1", "Atp6v1d", "Rab3a", "Syt1", "Stxbp1", "Atp6v0e", "Atp6v0c", "Atp6v1e1", "Slc1a1", "Ap2m1", "Cltb", "Atp6v1g2", "Vamp2", "Nsf", "Slc1a3", "Stx3", "Atp6v1h", "Atp6v1f", "Stx1a", "Ap2a1", "Slc6a1", "Clta", "Napa", "Atp6v0a1", "Atp6v0e2", "Atp6v1b2", "Dnm3", "Slc1a2", "Atp6v1g1", "Unc13c", "Unc13a", "Unc13b", "Cplx2", "Cplx1", "Cltc", "Atp6v0b", "Dnm1", "Slc17a6", "Slc17a8", "Ap2a2",] | |
ps_genes = [ "Slc18a3", "Slc6a7", "Slc32a1", "Unc13c", "Unc13b", "Cplx2", "Cplx3", "Slc6a1", "Slc17a7", "Slc17a8",] | |
facs_ps_genes = [ "Unc13c", "Unc13b", "Cplx2", "Cplx3", "Slc6a1", "Slc17a7", "Slc17a8",] | |
npp_genes = [] | |
[mmu04130] | |
pathway_name = "SNARE interactions in vesicular transport " | |
hk_genes = [ "Gosr1", "Stx4a", "Stx17", "Bet1l", "Stx18", "Ykt6", "Stx5a", "Gosr2", "Snap29", "Sec22b", "Vti1b", "Stx8",] | |
facs_genes = [ "Bet1", "Stx4a", "Snap23", "Stx6", "Vamp1", "Vamp3", "Stx1a", "Vamp4", "Stx7", "Gosr2", "Stx1b", "Sec22b", "Vti1b", "Vamp2", "Stx3",] | |
ps_genes = [ "Vamp1",] | |
facs_ps_genes = [ "Vamp1",] | |
npp_genes = [] | |
[mmu04514] | |
pathway_name = "Cell adhesion molecules " | |
hk_genes = [ "Ptprs",] | |
facs_genes = [ "Cldn10", "Glg1", "Icam2", "Slitrk4", "Cldn11", "Nfasc", "Esam", "Itgb1", "Cldn5", "Jam2", "Nrxn1", "Nrxn3", "Cntnap2", "Ocln", "Ptprm", "Nrcam", "Nlgn3", "Cadm1", "Nlgn1", "Ncam1", "H2-T23", "Sdc2", "Cd34", "Itgav", "Itga6", "H2-D1", "Pecam1", "Slitrk2", "Mag", "F11r", "Mpzl1", "Alcam", "Nlgn2", "Lrrc4c", "Cldn12", "Ncam2", "Cntn1", "Jam3", "Negr1", "H2-K1", "Ptprd", "Ptprs", "Vcam1",] | |
ps_genes = [ "Ptprm", "Ntng1", "Ptprf", "Itgav", "Ptprd", "Alcam", "Itga4", "Lrrc4c", "Igsf11", "Cdh4", "Slitrk1", "Itga8", "Ncam2", "H2-M3",] | |
facs_ps_genes = [ "Ptprm", "Itgav", "Ptprd", "Alcam", "Lrrc4c", "Ncam2",] | |
npp_genes = [] |
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pathway_id | pathway_name | n_genes | in_hk | perc_in_hk | in_facs | in_ps | in_both | in_npp | |
---|---|---|---|---|---|---|---|---|---|
mmu04710 | Circadian rhythm | 34 | 10 | 0.29 | 16 | 4 | 2 | 0 | |
mmu04713 | Circadian entrainment | 98 | 8 | 0.08 | 50 | 19 | 12 | 2 | |
mmu00010 | Glycolysis / Gluconeogenesis | 67 | 9 | 0.13 | 31 | 0 | 0 | 0 | |
mmu00620 | Pyruvate metabolism | 44 | 4 | 0.09 | 22 | 0 | 0 | 0 | |
mmu00190 | Oxidative phosphorylation | 135 | 8 | 0.06 | 88 | 0 | 0 | 0 | |
mmu03008 | Ribosome biogenesis in eukaryotes | 121 | 39 | 0.32 | 25 | 1 | 1 | 0 | |
mmu03010 | Ribosome | 177 | 30 | 0.17 | 73 | 0 | 0 | 0 | |
mmu04310 | Wnt signaling pathway | 172 | 34 | 0.2 | 56 | 17 | 7 | 0 | |
mmu04152 | AMPK signaling pathway | 127 | 41 | 0.32 | 42 | 7 | 2 | 0 | |
mmu04350 | TGF-beta signaling pathway | 110 | 19 | 0.17 | 29 | 8 | 1 | 0 | |
mmu04010 | MAPK signaling pathway | 301 | 48 | 0.16 | 99 | 36 | 22 | 0 | |
mmu04014 | Ras signaling pathway | 235 | 36 | 0.15 | 83 | 26 | 16 | 0 | |
mmu04020 | Calcium signaling pathway | 253 | 15 | 0.06 | 76 | 47 | 26 | 7 | |
mmu04024 | cAMP signaling pathway | 224 | 21 | 0.09 | 82 | 24 | 14 | 12 | |
mmu03018 | RNA degradation | 84 | 32 | 0.38 | 31 | 0 | 0 | 0 | |
mmu04120 | Ubiquitin mediated proteolysis | 147 | 64 | 0.44 | 70 | 0 | 0 | 0 | |
mmu04140 | Autophagy - animal | 142 | 66 | 0.46 | 62 | 3 | 2 | 0 | |
mmu04142 | Lysosome | 135 | 24 | 0.18 | 69 | 0 | 0 | 0 | |
mmu04721 | Synaptic vesicle cycle | 77 | 8 | 0.1 | 49 | 10 | 7 | 0 | |
mmu04130 | SNARE interactions in vesicular transport | 33 | 12 | 0.36 | 15 | 1 | 1 | 0 | |
mmu04514 | Cell adhesion molecules | 183 | 1 | 0.01 | 43 | 14 | 6 | 0 |
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"# !pip install kegg_pull\n", | |
"# !pip install bioservices\n", | |
"\n", | |
"import re, math, requests, tempfile, shutil\n", | |
"import pandas as pd\n", | |
"import kegg_pull.rest as rest\n", | |
"import kegg_pull.pull as pull\n", | |
"from bioservices.kegg import KEGG\n", | |
"from bioservices import QuickGO\n", | |
"import matplotlib.pyplot as plt\n", | |
"import toml\n", | |
"\n", | |
"handler = rest.KEGGrest()\n", | |
"puller = pull.SinglePull(handler)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"#### Using pathways to look up relevant genes" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"21" | |
] | |
}, | |
"execution_count": 2, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"# mmu indicates mus musculus\n", | |
"pathway_keys = ['mmu04710', 'mmu04713', 'mmu00010', 'mmu00620', 'mmu00190', 'mmu03008', 'mmu03010', \n", | |
" 'mmu04310', 'mmu04152', 'mmu04350', 'mmu04010', 'mmu04014', 'mmu04020', 'mmu04024',\n", | |
" 'mmu03018', 'mmu04120', 'mmu04140', 'mmu04142', 'mmu04721', 'mmu04130', 'mmu04514']\n", | |
"len(pathway_keys)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"# each pathway is information about the genes and other molecular products associated with it\n", | |
"pathway_text_dict = {}\n", | |
"max_per_batch = 10\n", | |
"for i in range(math.ceil(len(pathway_keys)/max_per_batch)):\n", | |
" start_idx = i*max_per_batch\n", | |
" end_idx = min((i+1)*max_per_batch, len(pathway_keys))\n", | |
" batch_info = puller.pull_dict(pathway_keys[start_idx:end_idx])\n", | |
" pathway_text_dict = {**pathway_text_dict, **batch_info[1]}\n", | |
"\n", | |
"for key in pathway_text_dict.keys():\n", | |
" # stripping the first newline character - this causes trouble in parsing\n", | |
" if pathway_text_dict[key][0] == '\\n':\n", | |
" pathway_text_dict[key] = pathway_text_dict[key][1:]" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"k = KEGG()\n", | |
"def get_gene_df(text):\n", | |
" info = k.parse(text)\n", | |
" gene_names = [info['GENE'][id].split(';')[0] for id in info['GENE'].keys()]\n", | |
" gene_ids = info['GENE'].keys()\n", | |
" df = pd.DataFrame({'gene_id': gene_ids, 'gene_name': gene_names})\n", | |
" return df\n", | |
"\n", | |
"gene_df_dict = {}\n", | |
"for key in pathway_text_dict.keys():\n", | |
" gene_df_dict[key] = get_gene_df(pathway_text_dict[key])" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"# example pathway information\n", | |
"key = 'mmu04152'\n", | |
"# print(info_dict[key])\n", | |
"\n", | |
"# print example of parsed dict:\n", | |
"# print(k.parse(pathway_text_dict[key])['NAME'])\n", | |
"# print(k.parse(pathway_text_dict[key])['DESCRIPTION'])" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"# Number of unique genes in each pathway as a dataframe\n", | |
"df_n_genes = pd.DataFrame(dict(pathway_id=[key for key in gene_df_dict.keys()],\n", | |
" pathway_name=[k.parse(pathway_text_dict[key])['NAME'][0].split('- Mus')[0] for key in gene_df_dict.keys()],\n", | |
" n_genes=[len(gene_df_dict[key]) for key in gene_df_dict.keys()]))" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Housekeeping genes were obtained from [Bidossessi et al. 2020](https://academic.oup.com/nar/article/49/D1/D947/5871367#221749063). \n", | |
"\n", | |
"We use data derived from the `.Rdata` file [housekeeping.unicamp.br](housekeeping.unicamp.br) with the description: \n", | |
"\n", | |
"```List of mouse genes with at least one of their transcripts expressed across 14 tissues and cells types.```" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 7, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"# Loading FACS and Patchseq genes:\n", | |
"facs_path = '/Users/fruity/Downloads/genes_facs.csv'\n", | |
"ps_path = '/Users/fruity/Downloads/genes_patchseq.csv'\n", | |
"hk_path = '/Users/fruity/Downloads/genes_housekeeping.csv'\n", | |
"\n", | |
"facs_genes = pd.read_csv(facs_path)\n", | |
"facs_genes = facs_genes['genes'].tolist()\n", | |
"ps_genes = pd.read_csv(ps_path)\n", | |
"ps_genes = ps_genes['genes'].tolist()\n", | |
"hk_genes = pd.read_csv(hk_path)\n", | |
"hk_genes = hk_genes['genes'].tolist()\n", | |
"\n", | |
"NPP_genes = ['Npy', 'Sst', 'Vip', 'Tac2', 'Cck', 'Penk', 'Crh', 'Cort', 'Tac1', 'Pdyn', 'Pthlh', \n", | |
" 'Pnoc', 'Trh', 'Grp', 'Rln1', 'Adcyap1', 'Nts', 'Nmb']\n", | |
"\n", | |
"NPGPCR_genes = ['Sstr2', 'Npy2r', 'Npy1r', 'Grpr', 'Cckbr', 'Ntsr2', 'Npy5r', 'Nmbr', 'Rxfp1', 'Sstr4',\n", | |
" 'Trhr', 'Sstr1', 'Adcyap1r1', 'Crhr1', 'Crhr1', 'Oprl1', 'Crhr2', 'Tacr3', 'Oprk1',\n", | |
" 'Tacr1', 'Pth1r', 'Vipr1', 'Oprm1', 'Trhr2', 'Vipr2', 'Rxfp2', 'Oprd1', 'Ntsr1', 'Sstr3']\n", | |
"\n", | |
"npp_genes = NPP_genes + NPGPCR_genes\n", | |
"facs_genes = set(facs_genes) - set(npp_genes)\n", | |
"ps_genes = set(ps_genes) - set(npp_genes)\n", | |
"hk_genes = set(hk_genes)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 8, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"housekeeping genes : 3277\n", | |
"patchseq genes (excl npp) : 1217\n", | |
"facs genes (excl npp) : 5007\n", | |
"facs & patchseq (excl npp) : 561\n", | |
"---\n", | |
"facs & housekeeping genes : 1523\n", | |
"patchseq & housekeeping genes : 6\n", | |
"npp & housekeeping genes : 0\n" | |
] | |
} | |
], | |
"source": [ | |
"print(f\"{'housekeeping genes':34s}: {len(hk_genes)}\")\n", | |
"print(f\"{'patchseq genes (excl npp)':34s}: {len(ps_genes)}\")\n", | |
"print(f\"{'facs genes (excl npp)':34s}: {len(facs_genes)}\")\n", | |
"print(f\"{'facs & patchseq (excl npp)':34s}: {len(set(facs_genes).intersection(set(ps_genes)))}\")\n", | |
"print('---')\n", | |
"print(f\"{'facs & housekeeping genes':34s}: {len(set(facs_genes).intersection(set(hk_genes)))}\")\n", | |
"print(f\"{'patchseq & housekeeping genes':34s}: {len(set(ps_genes).intersection(set(hk_genes)))}\")\n", | |
"print(f\"{'npp & housekeeping genes':34s}: {len(set(npp_genes).intersection(set(hk_genes)))}\")" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 9, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"{'Isoc1', 'Rcan3', 'Brms1', 'Nbn', 'Tle4', 'Ppp2r5a'}\n" | |
] | |
} | |
], | |
"source": [ | |
"print(set(ps_genes).intersection(set(hk_genes)))" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 10, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"vignette_genes = {}\n", | |
"for key in gene_df_dict.keys():\n", | |
" # contains genes for pathway\n", | |
" pathway_genes = set(gene_df_dict[key]['gene_name'].tolist())\n", | |
"\n", | |
" pathway_facs_genes = set(pathway_genes) & set(facs_genes)\n", | |
" pathway_ps_genes = set(pathway_genes) & set(ps_genes)\n", | |
" pathway_facs_ps_genes = set(pathway_ps_genes) & set(pathway_facs_genes)\n", | |
" pathway_npp_genes = set(pathway_genes) & set(npp_genes)\n", | |
" pathway_hk_genes = set(pathway_genes) & set(hk_genes)\n", | |
"\n", | |
" vignette_genes[key] = dict(pathway_name=str(df_n_genes[df_n_genes['pathway_id']==key]['pathway_name'].values[0]),\n", | |
" hk_genes=list(pathway_hk_genes),\n", | |
" facs_genes=list(pathway_facs_genes),\n", | |
" ps_genes=list(pathway_ps_genes),\n", | |
" facs_ps_genes=list(pathway_facs_ps_genes),\n", | |
" npp_genes=list(pathway_npp_genes))\n" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 11, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/html": [ | |
"<div>\n", | |
"<style scoped>\n", | |
" .dataframe tbody tr th:only-of-type {\n", | |
" vertical-align: middle;\n", | |
" }\n", | |
"\n", | |
" .dataframe tbody tr th {\n", | |
" vertical-align: top;\n", | |
" }\n", | |
"\n", | |
" .dataframe thead th {\n", | |
" text-align: right;\n", | |
" }\n", | |
"</style>\n", | |
"<table border=\"1\" class=\"dataframe\">\n", | |
" <thead>\n", | |
" <tr style=\"text-align: right;\">\n", | |
" <th></th>\n", | |
" <th>pathway_id</th>\n", | |
" <th>pathway_name</th>\n", | |
" <th>n_genes</th>\n", | |
" <th>in_hk</th>\n", | |
" <th>perc_in_hk</th>\n", | |
" <th>in_facs</th>\n", | |
" <th>in_ps</th>\n", | |
" <th>in_both</th>\n", | |
" <th>in_npp</th>\n", | |
" </tr>\n", | |
" </thead>\n", | |
" <tbody>\n", | |
" <tr>\n", | |
" <th>0</th>\n", | |
" <td>mmu04710</td>\n", | |
" <td>Circadian rhythm</td>\n", | |
" <td>34</td>\n", | |
" <td>10</td>\n", | |
" <td>0.29</td>\n", | |
" <td>16</td>\n", | |
" <td>4</td>\n", | |
" <td>2</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>1</th>\n", | |
" <td>mmu04713</td>\n", | |
" <td>Circadian entrainment</td>\n", | |
" <td>98</td>\n", | |
" <td>8</td>\n", | |
" <td>0.08</td>\n", | |
" <td>50</td>\n", | |
" <td>19</td>\n", | |
" <td>12</td>\n", | |
" <td>2</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>2</th>\n", | |
" <td>mmu00010</td>\n", | |
" <td>Glycolysis / Gluconeogenesis</td>\n", | |
" <td>67</td>\n", | |
" <td>9</td>\n", | |
" <td>0.13</td>\n", | |
" <td>31</td>\n", | |
" <td>0</td>\n", | |
" <td>0</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>3</th>\n", | |
" <td>mmu00620</td>\n", | |
" <td>Pyruvate metabolism</td>\n", | |
" <td>44</td>\n", | |
" <td>4</td>\n", | |
" <td>0.09</td>\n", | |
" <td>22</td>\n", | |
" <td>0</td>\n", | |
" <td>0</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>4</th>\n", | |
" <td>mmu00190</td>\n", | |
" <td>Oxidative phosphorylation</td>\n", | |
" <td>135</td>\n", | |
" <td>8</td>\n", | |
" <td>0.06</td>\n", | |
" <td>88</td>\n", | |
" <td>0</td>\n", | |
" <td>0</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>5</th>\n", | |
" <td>mmu03008</td>\n", | |
" <td>Ribosome biogenesis in eukaryotes</td>\n", | |
" <td>121</td>\n", | |
" <td>39</td>\n", | |
" <td>0.32</td>\n", | |
" <td>25</td>\n", | |
" <td>1</td>\n", | |
" <td>1</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>6</th>\n", | |
" <td>mmu03010</td>\n", | |
" <td>Ribosome</td>\n", | |
" <td>177</td>\n", | |
" <td>30</td>\n", | |
" <td>0.17</td>\n", | |
" <td>73</td>\n", | |
" <td>0</td>\n", | |
" <td>0</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>7</th>\n", | |
" <td>mmu04310</td>\n", | |
" <td>Wnt signaling pathway</td>\n", | |
" <td>172</td>\n", | |
" <td>34</td>\n", | |
" <td>0.20</td>\n", | |
" <td>56</td>\n", | |
" <td>17</td>\n", | |
" <td>7</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>8</th>\n", | |
" <td>mmu04152</td>\n", | |
" <td>AMPK signaling pathway</td>\n", | |
" <td>127</td>\n", | |
" <td>41</td>\n", | |
" <td>0.32</td>\n", | |
" <td>42</td>\n", | |
" <td>7</td>\n", | |
" <td>2</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>9</th>\n", | |
" <td>mmu04350</td>\n", | |
" <td>TGF-beta signaling pathway</td>\n", | |
" <td>110</td>\n", | |
" <td>19</td>\n", | |
" <td>0.17</td>\n", | |
" <td>29</td>\n", | |
" <td>8</td>\n", | |
" <td>1</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>10</th>\n", | |
" <td>mmu04010</td>\n", | |
" <td>MAPK signaling pathway</td>\n", | |
" <td>301</td>\n", | |
" <td>48</td>\n", | |
" <td>0.16</td>\n", | |
" <td>99</td>\n", | |
" <td>36</td>\n", | |
" <td>22</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>11</th>\n", | |
" <td>mmu04014</td>\n", | |
" <td>Ras signaling pathway</td>\n", | |
" <td>235</td>\n", | |
" <td>36</td>\n", | |
" <td>0.15</td>\n", | |
" <td>83</td>\n", | |
" <td>26</td>\n", | |
" <td>16</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>12</th>\n", | |
" <td>mmu04020</td>\n", | |
" <td>Calcium signaling pathway</td>\n", | |
" <td>253</td>\n", | |
" <td>15</td>\n", | |
" <td>0.06</td>\n", | |
" <td>76</td>\n", | |
" <td>47</td>\n", | |
" <td>26</td>\n", | |
" <td>7</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>13</th>\n", | |
" <td>mmu04024</td>\n", | |
" <td>cAMP signaling pathway</td>\n", | |
" <td>224</td>\n", | |
" <td>21</td>\n", | |
" <td>0.09</td>\n", | |
" <td>82</td>\n", | |
" <td>24</td>\n", | |
" <td>14</td>\n", | |
" <td>12</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>14</th>\n", | |
" <td>mmu03018</td>\n", | |
" <td>RNA degradation</td>\n", | |
" <td>84</td>\n", | |
" <td>32</td>\n", | |
" <td>0.38</td>\n", | |
" <td>31</td>\n", | |
" <td>0</td>\n", | |
" <td>0</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>15</th>\n", | |
" <td>mmu04120</td>\n", | |
" <td>Ubiquitin mediated proteolysis</td>\n", | |
" <td>147</td>\n", | |
" <td>64</td>\n", | |
" <td>0.44</td>\n", | |
" <td>70</td>\n", | |
" <td>0</td>\n", | |
" <td>0</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>16</th>\n", | |
" <td>mmu04140</td>\n", | |
" <td>Autophagy - animal</td>\n", | |
" <td>142</td>\n", | |
" <td>66</td>\n", | |
" <td>0.46</td>\n", | |
" <td>62</td>\n", | |
" <td>3</td>\n", | |
" <td>2</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>17</th>\n", | |
" <td>mmu04142</td>\n", | |
" <td>Lysosome</td>\n", | |
" <td>135</td>\n", | |
" <td>24</td>\n", | |
" <td>0.18</td>\n", | |
" <td>69</td>\n", | |
" <td>0</td>\n", | |
" <td>0</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>18</th>\n", | |
" <td>mmu04721</td>\n", | |
" <td>Synaptic vesicle cycle</td>\n", | |
" <td>77</td>\n", | |
" <td>8</td>\n", | |
" <td>0.10</td>\n", | |
" <td>49</td>\n", | |
" <td>10</td>\n", | |
" <td>7</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>19</th>\n", | |
" <td>mmu04130</td>\n", | |
" <td>SNARE interactions in vesicular transport</td>\n", | |
" <td>33</td>\n", | |
" <td>12</td>\n", | |
" <td>0.36</td>\n", | |
" <td>15</td>\n", | |
" <td>1</td>\n", | |
" <td>1</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>20</th>\n", | |
" <td>mmu04514</td>\n", | |
" <td>Cell adhesion molecules</td>\n", | |
" <td>183</td>\n", | |
" <td>1</td>\n", | |
" <td>0.01</td>\n", | |
" <td>43</td>\n", | |
" <td>14</td>\n", | |
" <td>6</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" </tbody>\n", | |
"</table>\n", | |
"</div>" | |
], | |
"text/plain": [ | |
" pathway_id pathway_name n_genes in_hk \\\n", | |
"0 mmu04710 Circadian rhythm 34 10 \n", | |
"1 mmu04713 Circadian entrainment 98 8 \n", | |
"2 mmu00010 Glycolysis / Gluconeogenesis 67 9 \n", | |
"3 mmu00620 Pyruvate metabolism 44 4 \n", | |
"4 mmu00190 Oxidative phosphorylation 135 8 \n", | |
"5 mmu03008 Ribosome biogenesis in eukaryotes 121 39 \n", | |
"6 mmu03010 Ribosome 177 30 \n", | |
"7 mmu04310 Wnt signaling pathway 172 34 \n", | |
"8 mmu04152 AMPK signaling pathway 127 41 \n", | |
"9 mmu04350 TGF-beta signaling pathway 110 19 \n", | |
"10 mmu04010 MAPK signaling pathway 301 48 \n", | |
"11 mmu04014 Ras signaling pathway 235 36 \n", | |
"12 mmu04020 Calcium signaling pathway 253 15 \n", | |
"13 mmu04024 cAMP signaling pathway 224 21 \n", | |
"14 mmu03018 RNA degradation 84 32 \n", | |
"15 mmu04120 Ubiquitin mediated proteolysis 147 64 \n", | |
"16 mmu04140 Autophagy - animal 142 66 \n", | |
"17 mmu04142 Lysosome 135 24 \n", | |
"18 mmu04721 Synaptic vesicle cycle 77 8 \n", | |
"19 mmu04130 SNARE interactions in vesicular transport 33 12 \n", | |
"20 mmu04514 Cell adhesion molecules 183 1 \n", | |
"\n", | |
" perc_in_hk in_facs in_ps in_both in_npp \n", | |
"0 0.29 16 4 2 0 \n", | |
"1 0.08 50 19 12 2 \n", | |
"2 0.13 31 0 0 0 \n", | |
"3 0.09 22 0 0 0 \n", | |
"4 0.06 88 0 0 0 \n", | |
"5 0.32 25 1 1 0 \n", | |
"6 0.17 73 0 0 0 \n", | |
"7 0.20 56 17 7 0 \n", | |
"8 0.32 42 7 2 0 \n", | |
"9 0.17 29 8 1 0 \n", | |
"10 0.16 99 36 22 0 \n", | |
"11 0.15 83 26 16 0 \n", | |
"12 0.06 76 47 26 7 \n", | |
"13 0.09 82 24 14 12 \n", | |
"14 0.38 31 0 0 0 \n", | |
"15 0.44 70 0 0 0 \n", | |
"16 0.46 62 3 2 0 \n", | |
"17 0.18 69 0 0 0 \n", | |
"18 0.10 49 10 7 0 \n", | |
"19 0.36 15 1 1 0 \n", | |
"20 0.01 43 14 6 0 " | |
] | |
}, | |
"execution_count": 11, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"import numpy as np\n", | |
"in_hk = []\n", | |
"in_facs = []\n", | |
"in_ps = []\n", | |
"in_both = []\n", | |
"in_npp = []\n", | |
"for key in df_n_genes['pathway_id']:\n", | |
" in_hk.append(len(vignette_genes[key]['hk_genes']))\n", | |
" in_facs.append(len(vignette_genes[key]['facs_genes']))\n", | |
" in_ps.append(len(vignette_genes[key]['ps_genes']))\n", | |
" in_both.append(len(vignette_genes[key]['facs_ps_genes']))\n", | |
" in_npp.append(len(vignette_genes[key]['npp_genes']))\n", | |
"\n", | |
"df_n_genes['in_hk'] = in_hk\n", | |
"df_n_genes['perc_in_hk'] = (df_n_genes['in_hk']/df_n_genes['n_genes']).round(2)\n", | |
"df_n_genes['in_facs'] = in_facs # excludes npp\n", | |
"df_n_genes['in_ps'] = in_ps # excludes npp\n", | |
"df_n_genes['in_both'] = in_both # excludes npp\n", | |
"df_n_genes['in_npp'] = in_npp\n", | |
"\n", | |
"df_n_genes\n" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 12, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/html": [ | |
"<div>\n", | |
"<style scoped>\n", | |
" .dataframe tbody tr th:only-of-type {\n", | |
" vertical-align: middle;\n", | |
" }\n", | |
"\n", | |
" .dataframe tbody tr th {\n", | |
" vertical-align: top;\n", | |
" }\n", | |
"\n", | |
" .dataframe thead th {\n", | |
" text-align: right;\n", | |
" }\n", | |
"</style>\n", | |
"<table border=\"1\" class=\"dataframe\">\n", | |
" <thead>\n", | |
" <tr style=\"text-align: right;\">\n", | |
" <th></th>\n", | |
" <th>pathway_id</th>\n", | |
" <th>pathway_name</th>\n", | |
" <th>n_genes</th>\n", | |
" <th>in_hk</th>\n", | |
" <th>perc_in_hk</th>\n", | |
" <th>in_facs</th>\n", | |
" <th>in_ps</th>\n", | |
" <th>in_both</th>\n", | |
" <th>in_npp</th>\n", | |
" </tr>\n", | |
" </thead>\n", | |
" <tbody>\n", | |
" <tr>\n", | |
" <th>0</th>\n", | |
" <td>mmu04710</td>\n", | |
" <td>Circadian rhythm</td>\n", | |
" <td>34</td>\n", | |
" <td>10</td>\n", | |
" <td>0.29</td>\n", | |
" <td>16</td>\n", | |
" <td>4</td>\n", | |
" <td>2</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>1</th>\n", | |
" <td>mmu04713</td>\n", | |
" <td>Circadian entrainment</td>\n", | |
" <td>98</td>\n", | |
" <td>8</td>\n", | |
" <td>0.08</td>\n", | |
" <td>50</td>\n", | |
" <td>19</td>\n", | |
" <td>12</td>\n", | |
" <td>2</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>7</th>\n", | |
" <td>mmu04310</td>\n", | |
" <td>Wnt signaling pathway</td>\n", | |
" <td>172</td>\n", | |
" <td>34</td>\n", | |
" <td>0.20</td>\n", | |
" <td>56</td>\n", | |
" <td>17</td>\n", | |
" <td>7</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>10</th>\n", | |
" <td>mmu04010</td>\n", | |
" <td>MAPK signaling pathway</td>\n", | |
" <td>301</td>\n", | |
" <td>48</td>\n", | |
" <td>0.16</td>\n", | |
" <td>99</td>\n", | |
" <td>36</td>\n", | |
" <td>22</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>11</th>\n", | |
" <td>mmu04014</td>\n", | |
" <td>Ras signaling pathway</td>\n", | |
" <td>235</td>\n", | |
" <td>36</td>\n", | |
" <td>0.15</td>\n", | |
" <td>83</td>\n", | |
" <td>26</td>\n", | |
" <td>16</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>12</th>\n", | |
" <td>mmu04020</td>\n", | |
" <td>Calcium signaling pathway</td>\n", | |
" <td>253</td>\n", | |
" <td>15</td>\n", | |
" <td>0.06</td>\n", | |
" <td>76</td>\n", | |
" <td>47</td>\n", | |
" <td>26</td>\n", | |
" <td>7</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>13</th>\n", | |
" <td>mmu04024</td>\n", | |
" <td>cAMP signaling pathway</td>\n", | |
" <td>224</td>\n", | |
" <td>21</td>\n", | |
" <td>0.09</td>\n", | |
" <td>82</td>\n", | |
" <td>24</td>\n", | |
" <td>14</td>\n", | |
" <td>12</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>18</th>\n", | |
" <td>mmu04721</td>\n", | |
" <td>Synaptic vesicle cycle</td>\n", | |
" <td>77</td>\n", | |
" <td>8</td>\n", | |
" <td>0.10</td>\n", | |
" <td>49</td>\n", | |
" <td>10</td>\n", | |
" <td>7</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>20</th>\n", | |
" <td>mmu04514</td>\n", | |
" <td>Cell adhesion molecules</td>\n", | |
" <td>183</td>\n", | |
" <td>1</td>\n", | |
" <td>0.01</td>\n", | |
" <td>43</td>\n", | |
" <td>14</td>\n", | |
" <td>6</td>\n", | |
" <td>0</td>\n", | |
" </tr>\n", | |
" </tbody>\n", | |
"</table>\n", | |
"</div>" | |
], | |
"text/plain": [ | |
" pathway_id pathway_name n_genes in_hk perc_in_hk \\\n", | |
"0 mmu04710 Circadian rhythm 34 10 0.29 \n", | |
"1 mmu04713 Circadian entrainment 98 8 0.08 \n", | |
"7 mmu04310 Wnt signaling pathway 172 34 0.20 \n", | |
"10 mmu04010 MAPK signaling pathway 301 48 0.16 \n", | |
"11 mmu04014 Ras signaling pathway 235 36 0.15 \n", | |
"12 mmu04020 Calcium signaling pathway 253 15 0.06 \n", | |
"13 mmu04024 cAMP signaling pathway 224 21 0.09 \n", | |
"18 mmu04721 Synaptic vesicle cycle 77 8 0.10 \n", | |
"20 mmu04514 Cell adhesion molecules 183 1 0.01 \n", | |
"\n", | |
" in_facs in_ps in_both in_npp \n", | |
"0 16 4 2 0 \n", | |
"1 50 19 12 2 \n", | |
"7 56 17 7 0 \n", | |
"10 99 36 22 0 \n", | |
"11 83 26 16 0 \n", | |
"12 76 47 26 7 \n", | |
"13 82 24 14 12 \n", | |
"18 49 10 7 0 \n", | |
"20 43 14 6 0 " | |
] | |
}, | |
"execution_count": 12, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"short_listed_pathways = ['mmu04710', 'mmu04713', 'mmu04310', 'mmu04010', 'mmu04014', 'mmu04020', 'mmu04024', 'mmu04721', 'mmu04514']\n", | |
"df_n_genes.loc[df_n_genes['pathway_id'].isin(short_listed_pathways)]" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 13, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"# save usable_genes to toml file\n", | |
"toml.dump(vignette_genes, open('KEGG_pathway_genes.toml', 'w'))\n", | |
"df_n_genes.to_csv('KEGG_pathways_info.csv', index=False)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 14, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
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| |
"text/plain": [ | |
"<Figure size 2000x2000 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
}, | |
{ | |
"data": { | |
"image/png": 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", | |
"text/plain": [ | |
"<Figure size 2000x2000 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
}, | |
{ | |
"data": { | |
"image/png": 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