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...
Main Author: | |
---|---|
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 |
id |
doaj-27727acc2d394760b1e7d0896f507142 |
---|---|
record_format |
Article |
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 |
_version_ |
1724754832156262400 |