Expanded flux variability analysis on metabolic network of Escherichia coli
Flux balance analysis, based on the mass conservation law in a cellular organism, has been extensively employed to study the interplay between structures and functions of cellular metabolic networks. Consequently, the phenotypes of the metabolism can be well elucidated. In this paper, we introduce t...
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Published in | Chinese science bulletin Vol. 54; no. 15; pp. 2610 - 2619 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
Heidelberg
SP Science in China Press
01.08.2009
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Subjects | |
Online Access | Get full text |
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Summary: | Flux balance analysis, based on the mass conservation law in a cellular organism, has been extensively employed to study the interplay between structures and functions of cellular metabolic networks. Consequently, the phenotypes of the metabolism can be well elucidated. In this paper, we introduce the Expanded Flux Variability Analysis (EFVA) to characterize the intrinsic nature of metabolic reactions, such as flexibility, modularity and essentiality, by exploring the trend of the range, the maximum and the minimum flux of reactions. We took the metabolic network of Escherichia coli as an example and analyzed the variability of reaction fluxes under different growth rate constraints. The average variability of all reactions decreases dramatically when the growth rate increases. Consider the noise effect on the metabolic system, we thus argue that the microorganism may practically grow under a suboptimal state. Besides, under the EFVA framework, the reactions are easily to be grouped into catabolic and anabolic groups. And the anabolic groups can be further assigned to specific biomass constitute. We also discovered the growth rate dependent essentiality of reactions. |
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Bibliography: | TQ920.1 11-1785/N TV871 metabolic network, flux balance analysis, modularity, essentiality ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
ISSN: | 1001-6538 2095-9273 1861-9541 2095-9281 |
DOI: | 10.1007/s11434-009-0341-x |