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KEGGgraph: a graph approach to KEGG PATHWAY in R and bioconductor

Motivation: KEGG PATHWAY is a service of Kyoto Encyclopedia of Genes and Genomes (KEGG), constructing manually curated pathway maps that represent current knowledge on biological networks in graph models. While valuable graph tools have been implemented in R/Bioconductor, to our knowledge there is c...

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Detalles Bibliográficos
Autores principales: Zhang, Jitao David, Wiemann, Stefan
Formato: Texto
Lenguaje:English
Publicado: Oxford University Press 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2682514/
https://www.ncbi.nlm.nih.gov/pubmed/19307239
http://dx.doi.org/10.1093/bioinformatics/btp167
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author Zhang, Jitao David
Wiemann, Stefan
author_facet Zhang, Jitao David
Wiemann, Stefan
author_sort Zhang, Jitao David
collection PubMed
description Motivation: KEGG PATHWAY is a service of Kyoto Encyclopedia of Genes and Genomes (KEGG), constructing manually curated pathway maps that represent current knowledge on biological networks in graph models. While valuable graph tools have been implemented in R/Bioconductor, to our knowledge there is currently no software package to parse and analyze KEGG pathways with graph theory. Results: We introduce the software package KEGGgraph in R and Bioconductor, an interface between KEGG pathways and graph models as well as a collection of tools for these graphs. Superior to existing approaches, KEGGgraph captures the pathway topology and allows further analysis or dissection of pathway graphs. We demonstrate the use of the package by the case study of analyzing human pancreatic cancer pathway. Availability:KEGGgraph is freely available at the Bioconductor web site (http://www.bioconductor.org). KGML files can be downloaded from KEGG FTP site (ftp://ftp.genome.jp/pub/kegg/xml). Contact: j.zhang@dkfz-heidelberg.de Supplementary information: Supplementary data are available at Bioinformatics online.
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spelling pubmed-26825142009-05-15 KEGGgraph: a graph approach to KEGG PATHWAY in R and bioconductor Zhang, Jitao David Wiemann, Stefan Bioinformatics Applications Note Motivation: KEGG PATHWAY is a service of Kyoto Encyclopedia of Genes and Genomes (KEGG), constructing manually curated pathway maps that represent current knowledge on biological networks in graph models. While valuable graph tools have been implemented in R/Bioconductor, to our knowledge there is currently no software package to parse and analyze KEGG pathways with graph theory. Results: We introduce the software package KEGGgraph in R and Bioconductor, an interface between KEGG pathways and graph models as well as a collection of tools for these graphs. Superior to existing approaches, KEGGgraph captures the pathway topology and allows further analysis or dissection of pathway graphs. We demonstrate the use of the package by the case study of analyzing human pancreatic cancer pathway. Availability:KEGGgraph is freely available at the Bioconductor web site (http://www.bioconductor.org). KGML files can be downloaded from KEGG FTP site (ftp://ftp.genome.jp/pub/kegg/xml). Contact: j.zhang@dkfz-heidelberg.de Supplementary information: Supplementary data are available at Bioinformatics online. Oxford University Press 2009-06-01 2009-03-23 /pmc/articles/PMC2682514/ /pubmed/19307239 http://dx.doi.org/10.1093/bioinformatics/btp167 Text en © 2009 The Author(s) http://creativecommons.org/licenses/by-nc/2.0/uk/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/2.0/uk/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Applications Note
Zhang, Jitao David
Wiemann, Stefan
KEGGgraph: a graph approach to KEGG PATHWAY in R and bioconductor
title KEGGgraph: a graph approach to KEGG PATHWAY in R and bioconductor
title_full KEGGgraph: a graph approach to KEGG PATHWAY in R and bioconductor
title_fullStr KEGGgraph: a graph approach to KEGG PATHWAY in R and bioconductor
title_full_unstemmed KEGGgraph: a graph approach to KEGG PATHWAY in R and bioconductor
title_short KEGGgraph: a graph approach to KEGG PATHWAY in R and bioconductor
title_sort kegggraph: a graph approach to kegg pathway in r and bioconductor
topic Applications Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2682514/
https://www.ncbi.nlm.nih.gov/pubmed/19307239
http://dx.doi.org/10.1093/bioinformatics/btp167
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