Metabolic robustness and network modularity: a model study.

Several studies have mentioned network modularity-that a network can easily be decomposed into subgraphs that are densely connected within and weakly connected between each other-as a factor affecting metabolic robustness. In this paper we measure the relation between network modularity and several...

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Main Author: Petter Holme
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2011-02-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3032788?pdf=render
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spelling doaj-27727acc2d394760b1e7d0896f5071422020-11-25T02:47:04ZengPublic Library of Science (PLoS)PLoS ONE1932-62032011-02-0162e1660510.1371/journal.pone.0016605Metabolic robustness and network modularity: a model study.Petter HolmeSeveral studies have mentioned network modularity-that a network can easily be decomposed into subgraphs that are densely connected within and weakly connected between each other-as a factor affecting metabolic robustness. In this paper we measure the relation between network modularity and several aspects of robustness directly in a model system of metabolism.By using a model for generating chemical reaction systems where one can tune the network modularity, we find that robustness increases with modularity for changes in the concentrations of metabolites, whereas it decreases with changes in the expression of enzymes. The same modularity scaling is true for the speed of relaxation after the perturbations.Modularity is not a general principle for making metabolism either more or less robust; this question needs to be addressed specifically for different types of perturbations of the system.http://europepmc.org/articles/PMC3032788?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Petter Holme
spellingShingle Petter Holme
Metabolic robustness and network modularity: a model study.
PLoS ONE
author_facet Petter Holme
author_sort Petter Holme
title Metabolic robustness and network modularity: a model study.
title_short Metabolic robustness and network modularity: a model study.
title_full Metabolic robustness and network modularity: a model study.
title_fullStr Metabolic robustness and network modularity: a model study.
title_full_unstemmed Metabolic robustness and network modularity: a model study.
title_sort metabolic robustness and network modularity: a model study.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2011-02-01
description Several studies have mentioned network modularity-that a network can easily be decomposed into subgraphs that are densely connected within and weakly connected between each other-as a factor affecting metabolic robustness. In this paper we measure the relation between network modularity and several aspects of robustness directly in a model system of metabolism.By using a model for generating chemical reaction systems where one can tune the network modularity, we find that robustness increases with modularity for changes in the concentrations of metabolites, whereas it decreases with changes in the expression of enzymes. The same modularity scaling is true for the speed of relaxation after the perturbations.Modularity is not a general principle for making metabolism either more or less robust; this question needs to be addressed specifically for different types of perturbations of the system.
url http://europepmc.org/articles/PMC3032788?pdf=render
work_keys_str_mv AT petterholme metabolicrobustnessandnetworkmodularityamodelstudy
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