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Regulatory network operations in the Pathway Tools software

BACKGROUND: Biologists are elucidating complex collections of genetic regulatory data for multiple organisms. Software is needed for such regulatory network data. RESULTS: The Pathway Tools software supports storage and manipulation of regulatory information through a variety of strategies. The Path...

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Detalles Bibliográficos
Autores principales: Paley, Suzanne M, Latendresse, Mario, Karp, Peter D
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3473263/
https://www.ncbi.nlm.nih.gov/pubmed/22998532
http://dx.doi.org/10.1186/1471-2105-13-243
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author Paley, Suzanne M
Latendresse, Mario
Karp, Peter D
author_facet Paley, Suzanne M
Latendresse, Mario
Karp, Peter D
author_sort Paley, Suzanne M
collection PubMed
description BACKGROUND: Biologists are elucidating complex collections of genetic regulatory data for multiple organisms. Software is needed for such regulatory network data. RESULTS: The Pathway Tools software supports storage and manipulation of regulatory information through a variety of strategies. The Pathway Tools regulation ontology captures transcriptional and translational regulation, substrate-level regulation of enzyme activity, post-translational modifications, and regulatory pathways. Regulatory visualizations include a novel diagram that summarizes all regulatory influences on a gene; a transcription-unit diagram, and an interactive visualization of a full transcriptional regulatory network that can be painted with gene expression data to probe correlations between gene expression and regulatory mechanisms. We introduce a novel type of enrichment analysis that asks whether a gene-expression dataset is over-represented for known regulators. We present algorithms for ranking the degree of regulatory influence of genes, and for computing the net positive and negative regulatory influences on a gene. CONCLUSIONS: Pathway Tools provides a comprehensive environment for manipulating molecular regulatory interactions that integrates regulatory data with an organism’s genome and metabolic network. Curated collections of regulatory data authored using Pathway Tools are available for Escherichia coli, Bacillus subtilis, and Shewanella oneidensis.
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spelling pubmed-34732632012-10-18 Regulatory network operations in the Pathway Tools software Paley, Suzanne M Latendresse, Mario Karp, Peter D BMC Bioinformatics Software BACKGROUND: Biologists are elucidating complex collections of genetic regulatory data for multiple organisms. Software is needed for such regulatory network data. RESULTS: The Pathway Tools software supports storage and manipulation of regulatory information through a variety of strategies. The Pathway Tools regulation ontology captures transcriptional and translational regulation, substrate-level regulation of enzyme activity, post-translational modifications, and regulatory pathways. Regulatory visualizations include a novel diagram that summarizes all regulatory influences on a gene; a transcription-unit diagram, and an interactive visualization of a full transcriptional regulatory network that can be painted with gene expression data to probe correlations between gene expression and regulatory mechanisms. We introduce a novel type of enrichment analysis that asks whether a gene-expression dataset is over-represented for known regulators. We present algorithms for ranking the degree of regulatory influence of genes, and for computing the net positive and negative regulatory influences on a gene. CONCLUSIONS: Pathway Tools provides a comprehensive environment for manipulating molecular regulatory interactions that integrates regulatory data with an organism’s genome and metabolic network. Curated collections of regulatory data authored using Pathway Tools are available for Escherichia coli, Bacillus subtilis, and Shewanella oneidensis. BioMed Central 2012-09-24 /pmc/articles/PMC3473263/ /pubmed/22998532 http://dx.doi.org/10.1186/1471-2105-13-243 Text en Copyright ©2012 Paley et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Software
Paley, Suzanne M
Latendresse, Mario
Karp, Peter D
Regulatory network operations in the Pathway Tools software
title Regulatory network operations in the Pathway Tools software
title_full Regulatory network operations in the Pathway Tools software
title_fullStr Regulatory network operations in the Pathway Tools software
title_full_unstemmed Regulatory network operations in the Pathway Tools software
title_short Regulatory network operations in the Pathway Tools software
title_sort regulatory network operations in the pathway tools software
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3473263/
https://www.ncbi.nlm.nih.gov/pubmed/22998532
http://dx.doi.org/10.1186/1471-2105-13-243
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