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Modeling the Calvin-Benson cycle

BACKGROUND: Modeling the Calvin-Benson cycle has a history in the field of theoretical biology. Anyone who intends to model this system will look at existing models to adapt, refine and improve them. With the goal to study the regulation of carbon metabolism, we investigated a broad range of relevan...

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Autores principales: Jablonsky, Jiri, Bauwe, Hermann, Wolkenhauer, Olaf
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3257313/
https://www.ncbi.nlm.nih.gov/pubmed/22051069
http://dx.doi.org/10.1186/1752-0509-5-185
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author Jablonsky, Jiri
Bauwe, Hermann
Wolkenhauer, Olaf
author_facet Jablonsky, Jiri
Bauwe, Hermann
Wolkenhauer, Olaf
author_sort Jablonsky, Jiri
collection PubMed
description BACKGROUND: Modeling the Calvin-Benson cycle has a history in the field of theoretical biology. Anyone who intends to model this system will look at existing models to adapt, refine and improve them. With the goal to study the regulation of carbon metabolism, we investigated a broad range of relevant models for their suitability to provide the basis for further modeling efforts. Beyond a critical analysis of existing models, we furthermore investigated the question how adjacent metabolic pathways, for instance photorespiration, can be integrated in such models. RESULTS: Our analysis reveals serious problems with a range of models that are publicly available and widely used. The problems include the irreproducibility of the published results or significant differences between the equations in the published description of the model and model itself in the supplementary material. In addition to and based on the discussion of existing models, we furthermore analyzed approaches in PGA sink implementation and confirmed a weak relationship between the level of its regulation and efficiency of PGA export, in contrast to significant changes in the content of metabolic pool within the Calvin-Benson cycle. CONCLUSIONS: In our study we show that the existing models that have been investigated are not suitable for reuse without substantial modifications. We furthermore show that the minor adjacent pathways of the carbon metabolism, neglected in all kinetic models of Calvin-Benson cycle, cannot be substituted without consequences in the mass production dynamics. We further show that photorespiration or at least its first step (O(2 )fixation) has to be implemented in the model if this model is aimed for analyses out of the steady state.
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spelling pubmed-32573132012-01-18 Modeling the Calvin-Benson cycle Jablonsky, Jiri Bauwe, Hermann Wolkenhauer, Olaf BMC Syst Biol Research Article BACKGROUND: Modeling the Calvin-Benson cycle has a history in the field of theoretical biology. Anyone who intends to model this system will look at existing models to adapt, refine and improve them. With the goal to study the regulation of carbon metabolism, we investigated a broad range of relevant models for their suitability to provide the basis for further modeling efforts. Beyond a critical analysis of existing models, we furthermore investigated the question how adjacent metabolic pathways, for instance photorespiration, can be integrated in such models. RESULTS: Our analysis reveals serious problems with a range of models that are publicly available and widely used. The problems include the irreproducibility of the published results or significant differences between the equations in the published description of the model and model itself in the supplementary material. In addition to and based on the discussion of existing models, we furthermore analyzed approaches in PGA sink implementation and confirmed a weak relationship between the level of its regulation and efficiency of PGA export, in contrast to significant changes in the content of metabolic pool within the Calvin-Benson cycle. CONCLUSIONS: In our study we show that the existing models that have been investigated are not suitable for reuse without substantial modifications. We furthermore show that the minor adjacent pathways of the carbon metabolism, neglected in all kinetic models of Calvin-Benson cycle, cannot be substituted without consequences in the mass production dynamics. We further show that photorespiration or at least its first step (O(2 )fixation) has to be implemented in the model if this model is aimed for analyses out of the steady state. BioMed Central 2011-11-03 /pmc/articles/PMC3257313/ /pubmed/22051069 http://dx.doi.org/10.1186/1752-0509-5-185 Text en Copyright ©2011 Jablonsky et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Jablonsky, Jiri
Bauwe, Hermann
Wolkenhauer, Olaf
Modeling the Calvin-Benson cycle
title Modeling the Calvin-Benson cycle
title_full Modeling the Calvin-Benson cycle
title_fullStr Modeling the Calvin-Benson cycle
title_full_unstemmed Modeling the Calvin-Benson cycle
title_short Modeling the Calvin-Benson cycle
title_sort modeling the calvin-benson cycle
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3257313/
https://www.ncbi.nlm.nih.gov/pubmed/22051069
http://dx.doi.org/10.1186/1752-0509-5-185
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