Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1783418677085863936 |
---|---|
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. |
format | Online Article Text |
id | pubmed-6519848 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT grimbsanne asystemwidenetworkreconstructionofgeneregulationandmetabolisminescherichiacoli AT klosikdavidf asystemwidenetworkreconstructionofgeneregulationandmetabolisminescherichiacoli AT bornholdtstefan asystemwidenetworkreconstructionofgeneregulationandmetabolisminescherichiacoli AT huttmarcthorsten asystemwidenetworkreconstructionofgeneregulationandmetabolisminescherichiacoli AT grimbsanne systemwidenetworkreconstructionofgeneregulationandmetabolisminescherichiacoli AT klosikdavidf systemwidenetworkreconstructionofgeneregulationandmetabolisminescherichiacoli AT bornholdtstefan systemwidenetworkreconstructionofgeneregulationandmetabolisminescherichiacoli AT huttmarcthorsten systemwidenetworkreconstructionofgeneregulationandmetabolisminescherichiacoli |