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Flux-Balance Modeling of Plant Metabolism
Flux-balance modeling of plant metabolic networks provides an important complement to (13)C-based metabolic flux analysis. Flux-balance modeling is a constraints-based approach in which steady-state fluxes in a metabolic network are predicted by using optimization algorithms within an experimentally...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Research Foundation
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3355794/ https://www.ncbi.nlm.nih.gov/pubmed/22645533 http://dx.doi.org/10.3389/fpls.2011.00038 |
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author | Sweetlove, Lee J. Ratcliffe, R. George |
author_facet | Sweetlove, Lee J. Ratcliffe, R. George |
author_sort | Sweetlove, Lee J. |
collection | PubMed |
description | Flux-balance modeling of plant metabolic networks provides an important complement to (13)C-based metabolic flux analysis. Flux-balance modeling is a constraints-based approach in which steady-state fluxes in a metabolic network are predicted by using optimization algorithms within an experimentally bounded solution space. In the last 2 years several flux-balance models of plant metabolism have been published including genome-scale models of Arabidopsis metabolism. In this review we consider what has been learnt from these models. In addition, we consider the limitations of flux-balance modeling and identify the main challenges to generating improved and more detailed models of plant metabolism at tissue- and cell-specific scales. Finally we discuss the types of question that flux-balance modeling is well suited to address and its potential role in metabolic engineering and crop improvement. |
format | Online Article Text |
id | pubmed-3355794 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Frontiers Research Foundation |
record_format | MEDLINE/PubMed |
spelling | pubmed-33557942012-05-29 Flux-Balance Modeling of Plant Metabolism Sweetlove, Lee J. Ratcliffe, R. George Front Plant Sci Plant Science Flux-balance modeling of plant metabolic networks provides an important complement to (13)C-based metabolic flux analysis. Flux-balance modeling is a constraints-based approach in which steady-state fluxes in a metabolic network are predicted by using optimization algorithms within an experimentally bounded solution space. In the last 2 years several flux-balance models of plant metabolism have been published including genome-scale models of Arabidopsis metabolism. In this review we consider what has been learnt from these models. In addition, we consider the limitations of flux-balance modeling and identify the main challenges to generating improved and more detailed models of plant metabolism at tissue- and cell-specific scales. Finally we discuss the types of question that flux-balance modeling is well suited to address and its potential role in metabolic engineering and crop improvement. Frontiers Research Foundation 2011-08-11 /pmc/articles/PMC3355794/ /pubmed/22645533 http://dx.doi.org/10.3389/fpls.2011.00038 Text en Copyright © 2011 Sweetlove and Ratcliffe. http://www.frontiersin.org/licenseagreement This is an open-access article subject to a non-exclusive license between the authors and Frontiers Media SA, which permits use, distribution and reproduction in other forums, provided the original authors and source are credited and other Frontiers conditions are complied with. |
spellingShingle | Plant Science Sweetlove, Lee J. Ratcliffe, R. George Flux-Balance Modeling of Plant Metabolism |
title | Flux-Balance Modeling of Plant Metabolism |
title_full | Flux-Balance Modeling of Plant Metabolism |
title_fullStr | Flux-Balance Modeling of Plant Metabolism |
title_full_unstemmed | Flux-Balance Modeling of Plant Metabolism |
title_short | Flux-Balance Modeling of Plant Metabolism |
title_sort | flux-balance modeling of plant metabolism |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3355794/ https://www.ncbi.nlm.nih.gov/pubmed/22645533 http://dx.doi.org/10.3389/fpls.2011.00038 |
work_keys_str_mv | AT sweetloveleej fluxbalancemodelingofplantmetabolism AT ratcliffergeorge fluxbalancemodelingofplantmetabolism |