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A system-wide network reconstruction of gene regulation and metabolism in Escherichia coli

Genome-scale metabolic models have become a fundamental tool for examining metabolic principles. However, metabolism is not solely characterized by the underlying biochemical reactions and catalyzing enzymes, but also affected by regulatory events. Since the pioneering work of Covert and co-workers...

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Autores principales: Grimbs, Anne, Klosik, David F., Bornholdt, Stefan, Hütt, Marc-Thorsten
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6519848/
https://www.ncbi.nlm.nih.gov/pubmed/31050661
http://dx.doi.org/10.1371/journal.pcbi.1006962
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author Grimbs, Anne
Klosik, David F.
Bornholdt, Stefan
Hütt, Marc-Thorsten
author_facet Grimbs, Anne
Klosik, David F.
Bornholdt, Stefan
Hütt, Marc-Thorsten
author_sort Grimbs, Anne
collection PubMed
description Genome-scale metabolic models have become a fundamental tool for examining metabolic principles. However, metabolism is not solely characterized by the underlying biochemical reactions and catalyzing enzymes, but also affected by regulatory events. Since the pioneering work of Covert and co-workers as well as Shlomi and co-workers it is debated, how regulation and metabolism synergistically characterize a coherent cellular state. The first approaches started from metabolic models, which were extended by the regulation of the encoding genes of the catalyzing enzymes. By now, bioinformatics databases in principle allow addressing the challenge of integrating regulation and metabolism on a system-wide level. Collecting information from several databases we provide a network representation of the integrated gene regulatory and metabolic system for Escherichia coli, including major cellular processes, from metabolic processes via protein modification to a variety of regulatory events. Besides transcriptional regulation, we also take into account regulation of translation, enzyme activities and reactions. Our network model provides novel topological characterizations of system components based on their positions in the network. We show that network characteristics suggest a representation of the integrated system as three network domains (regulatory, metabolic and interface networks) instead of two. This new three-domain representation reveals the structural centrality of components with known high functional relevance. This integrated network can serve as a platform for understanding coherent cellular states as active subnetworks and to elucidate crossover effects between metabolism and gene regulation.
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spelling pubmed-65198482019-05-31 A system-wide network reconstruction of gene regulation and metabolism in Escherichia coli Grimbs, Anne Klosik, David F. Bornholdt, Stefan Hütt, Marc-Thorsten PLoS Comput Biol Research Article Genome-scale metabolic models have become a fundamental tool for examining metabolic principles. However, metabolism is not solely characterized by the underlying biochemical reactions and catalyzing enzymes, but also affected by regulatory events. Since the pioneering work of Covert and co-workers as well as Shlomi and co-workers it is debated, how regulation and metabolism synergistically characterize a coherent cellular state. The first approaches started from metabolic models, which were extended by the regulation of the encoding genes of the catalyzing enzymes. By now, bioinformatics databases in principle allow addressing the challenge of integrating regulation and metabolism on a system-wide level. Collecting information from several databases we provide a network representation of the integrated gene regulatory and metabolic system for Escherichia coli, including major cellular processes, from metabolic processes via protein modification to a variety of regulatory events. Besides transcriptional regulation, we also take into account regulation of translation, enzyme activities and reactions. Our network model provides novel topological characterizations of system components based on their positions in the network. We show that network characteristics suggest a representation of the integrated system as three network domains (regulatory, metabolic and interface networks) instead of two. This new three-domain representation reveals the structural centrality of components with known high functional relevance. This integrated network can serve as a platform for understanding coherent cellular states as active subnetworks and to elucidate crossover effects between metabolism and gene regulation. Public Library of Science 2019-05-03 /pmc/articles/PMC6519848/ /pubmed/31050661 http://dx.doi.org/10.1371/journal.pcbi.1006962 Text en © 2019 Grimbs et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Grimbs, Anne
Klosik, David F.
Bornholdt, Stefan
Hütt, Marc-Thorsten
A system-wide network reconstruction of gene regulation and metabolism in Escherichia coli
title A system-wide network reconstruction of gene regulation and metabolism in Escherichia coli
title_full A system-wide network reconstruction of gene regulation and metabolism in Escherichia coli
title_fullStr A system-wide network reconstruction of gene regulation and metabolism in Escherichia coli
title_full_unstemmed A system-wide network reconstruction of gene regulation and metabolism in Escherichia coli
title_short A system-wide network reconstruction of gene regulation and metabolism in Escherichia coli
title_sort system-wide network reconstruction of gene regulation and metabolism in escherichia coli
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6519848/
https://www.ncbi.nlm.nih.gov/pubmed/31050661
http://dx.doi.org/10.1371/journal.pcbi.1006962
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