Flux-Balance Modeling of Plant Metabolism
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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.
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Flux balance analysis is readily scaled to incorporate the entire metabolic system of a cell.
“In contrast, a second modeling approach, flux balance analysis (FBA), is readily scaled to incorporate the entire metabolic system of a cell (Sweetlove and Ratcliffe, 2011; Shi and Schwender, 2016; Gomes de Oliveira Dal’Molin and Nielsen, 2018).”
From Leaf Energy Balance Requires Mitochondrial Respiration and Export of Chloroplast NADPH in the Light (2019) · cites this paper as Sweetlove and Ratcliffe, 2011
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- Authors
- Sweetlove, L. J., & Ratcliffe, R. G.
- Affiliations
- University of Oxford (GB)
- Corresponding author
- Sweetlove, Lee J.
- Venue
- Frontiers in Plant Science
- Publisher
- Frontiers Media SA
- Published
- 2011
- Volume
- 2
- Pages
- 38-38
- ISSN
- 1664-462X (ISSN-L)
- PMC
- PMC3355794
- OpenAlex
- W2015399172
- Cited by
- 137
- References
- 94
- Citations by year
- 2026: 6 · 2025: 4 · 2024: 7 · 2023: 5 · 2022: 4 · 2021: 10 · 2020: 6 · 2019: 8 · 2018: 12 · 2017: 4 · 2016: 9 · 2015: 16 · 2014: 11 · 2013: 19 · 2012: 14
- FWCI
- 5.98
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Frontiers in Plant Science (publishedVersion, cc-by)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Microbial Metabolic Engineering and Bioproduction
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gene Regulatory Network Analysis
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Bioinformatics and Genomic Networks
- Keywords
- plant metabolism, metabolic networks, genome-scale metabolic models, Arabidopsis thaliana, 13C metabolic flux analysis, metabolic engineering, crop improvement
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