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Flux-based hierarchical organization of Escherichia coli’s metabolic network

Biological networks across scales exhibit hierarchical organization that may constrain network function. Yet, understanding how these hierarchies arise due to the operational constraint of the networks and whether they impose limits to molecular phenotypes remains elusive. Here we show that metaboli...

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Detalles Bibliográficos
Autores principales: Robaina-Estévez, Semidán, Nikoloski, Zoran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7192501/
https://www.ncbi.nlm.nih.gov/pubmed/32310959
http://dx.doi.org/10.1371/journal.pcbi.1007832
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author Robaina-Estévez, Semidán
Nikoloski, Zoran
author_facet Robaina-Estévez, Semidán
Nikoloski, Zoran
author_sort Robaina-Estévez, Semidán
collection PubMed
description Biological networks across scales exhibit hierarchical organization that may constrain network function. Yet, understanding how these hierarchies arise due to the operational constraint of the networks and whether they impose limits to molecular phenotypes remains elusive. Here we show that metabolic networks include a hierarchy of reactions based on a natural flux ordering that holds for every steady state. We find that the hierarchy of reactions is reflected in experimental measurements of transcript, protein and flux levels of Escherichia coli under various growth conditions as well as in the catalytic rate constants of the corresponding enzymes. Our findings point at resource partitioning and a fine-tuning of enzyme levels in E. coli to respect the constraints imposed by the network structure at steady state. Since reactions in upper layers of the hierarchy impose an upper bound on the flux of the reactions downstream, the hierarchical organization of metabolism due to the flux ordering has direct applications in metabolic engineering.
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spelling pubmed-71925012020-05-11 Flux-based hierarchical organization of Escherichia coli’s metabolic network Robaina-Estévez, Semidán Nikoloski, Zoran PLoS Comput Biol Research Article Biological networks across scales exhibit hierarchical organization that may constrain network function. Yet, understanding how these hierarchies arise due to the operational constraint of the networks and whether they impose limits to molecular phenotypes remains elusive. Here we show that metabolic networks include a hierarchy of reactions based on a natural flux ordering that holds for every steady state. We find that the hierarchy of reactions is reflected in experimental measurements of transcript, protein and flux levels of Escherichia coli under various growth conditions as well as in the catalytic rate constants of the corresponding enzymes. Our findings point at resource partitioning and a fine-tuning of enzyme levels in E. coli to respect the constraints imposed by the network structure at steady state. Since reactions in upper layers of the hierarchy impose an upper bound on the flux of the reactions downstream, the hierarchical organization of metabolism due to the flux ordering has direct applications in metabolic engineering. Public Library of Science 2020-04-20 /pmc/articles/PMC7192501/ /pubmed/32310959 http://dx.doi.org/10.1371/journal.pcbi.1007832 Text en © 2020 Robaina-Estévez, Nikoloski 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
Robaina-Estévez, Semidán
Nikoloski, Zoran
Flux-based hierarchical organization of Escherichia coli’s metabolic network
title Flux-based hierarchical organization of Escherichia coli’s metabolic network
title_full Flux-based hierarchical organization of Escherichia coli’s metabolic network
title_fullStr Flux-based hierarchical organization of Escherichia coli’s metabolic network
title_full_unstemmed Flux-based hierarchical organization of Escherichia coli’s metabolic network
title_short Flux-based hierarchical organization of Escherichia coli’s metabolic network
title_sort flux-based hierarchical organization of escherichia coli’s metabolic network
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7192501/
https://www.ncbi.nlm.nih.gov/pubmed/32310959
http://dx.doi.org/10.1371/journal.pcbi.1007832
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