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Yeast 5 – an expanded reconstruction of the Saccharomyces cerevisiae metabolic network

BACKGROUND: Efforts to improve the computational reconstruction of the Saccharomyces cerevisiae biochemical reaction network and to refine the stoichiometrically constrained metabolic models that can be derived from such a reconstruction have continued since the first stoichiometrically constrained...

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Autores principales: Heavner, Benjamin D, Smallbone, Kieran, Barker, Brandon, Mendes, Pedro, Walker, Larry P
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3413506/
https://www.ncbi.nlm.nih.gov/pubmed/22663945
http://dx.doi.org/10.1186/1752-0509-6-55
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author Heavner, Benjamin D
Smallbone, Kieran
Barker, Brandon
Mendes, Pedro
Walker, Larry P
author_facet Heavner, Benjamin D
Smallbone, Kieran
Barker, Brandon
Mendes, Pedro
Walker, Larry P
author_sort Heavner, Benjamin D
collection PubMed
description BACKGROUND: Efforts to improve the computational reconstruction of the Saccharomyces cerevisiae biochemical reaction network and to refine the stoichiometrically constrained metabolic models that can be derived from such a reconstruction have continued since the first stoichiometrically constrained yeast genome scale metabolic model was published in 2003. Continuing this ongoing process, we have constructed an update to the Yeast Consensus Reconstruction, Yeast 5. The Yeast Consensus Reconstruction is a product of efforts to forge a community-based reconstruction emphasizing standards compliance and biochemical accuracy via evidence-based selection of reactions. It draws upon models published by a variety of independent research groups as well as information obtained from biochemical databases and primary literature. RESULTS: Yeast 5 refines the biochemical reactions included in the reconstruction, particularly reactions involved in sphingolipid metabolism; updates gene-reaction annotations; and emphasizes the distinction between reconstruction and stoichiometrically constrained model. Although it was not a primary goal, this update also improves the accuracy of model prediction of viability and auxotrophy phenotypes and increases the number of epistatic interactions. This update maintains an emphasis on standards compliance, unambiguous metabolite naming, and computer-readable annotations available through a structured document format. Additionally, we have developed MATLAB scripts to evaluate the model’s predictive accuracy and to demonstrate basic model applications such as simulating aerobic and anaerobic growth. These scripts, which provide an independent tool for evaluating the performance of various stoichiometrically constrained yeast metabolic models using flux balance analysis, are included as Additional files 1, 2 and 3. CONCLUSIONS: Yeast 5 expands and refines the computational reconstruction of yeast metabolism and improves the predictive accuracy of a stoichiometrically constrained yeast metabolic model. It differs from previous reconstructions and models by emphasizing the distinction between the yeast metabolic reconstruction and the stoichiometrically constrained model, and makes both available as Additional file 4 and Additional file 5 and at http://yeast.sf.net/ as separate systems biology markup language (SBML) files. Through this separation, we intend to make the modeling process more accessible, explicit, transparent, and reproducible.
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spelling pubmed-34135062012-08-08 Yeast 5 – an expanded reconstruction of the Saccharomyces cerevisiae metabolic network Heavner, Benjamin D Smallbone, Kieran Barker, Brandon Mendes, Pedro Walker, Larry P BMC Syst Biol Research Article BACKGROUND: Efforts to improve the computational reconstruction of the Saccharomyces cerevisiae biochemical reaction network and to refine the stoichiometrically constrained metabolic models that can be derived from such a reconstruction have continued since the first stoichiometrically constrained yeast genome scale metabolic model was published in 2003. Continuing this ongoing process, we have constructed an update to the Yeast Consensus Reconstruction, Yeast 5. The Yeast Consensus Reconstruction is a product of efforts to forge a community-based reconstruction emphasizing standards compliance and biochemical accuracy via evidence-based selection of reactions. It draws upon models published by a variety of independent research groups as well as information obtained from biochemical databases and primary literature. RESULTS: Yeast 5 refines the biochemical reactions included in the reconstruction, particularly reactions involved in sphingolipid metabolism; updates gene-reaction annotations; and emphasizes the distinction between reconstruction and stoichiometrically constrained model. Although it was not a primary goal, this update also improves the accuracy of model prediction of viability and auxotrophy phenotypes and increases the number of epistatic interactions. This update maintains an emphasis on standards compliance, unambiguous metabolite naming, and computer-readable annotations available through a structured document format. Additionally, we have developed MATLAB scripts to evaluate the model’s predictive accuracy and to demonstrate basic model applications such as simulating aerobic and anaerobic growth. These scripts, which provide an independent tool for evaluating the performance of various stoichiometrically constrained yeast metabolic models using flux balance analysis, are included as Additional files 1, 2 and 3. CONCLUSIONS: Yeast 5 expands and refines the computational reconstruction of yeast metabolism and improves the predictive accuracy of a stoichiometrically constrained yeast metabolic model. It differs from previous reconstructions and models by emphasizing the distinction between the yeast metabolic reconstruction and the stoichiometrically constrained model, and makes both available as Additional file 4 and Additional file 5 and at http://yeast.sf.net/ as separate systems biology markup language (SBML) files. Through this separation, we intend to make the modeling process more accessible, explicit, transparent, and reproducible. BioMed Central 2012-06-04 /pmc/articles/PMC3413506/ /pubmed/22663945 http://dx.doi.org/10.1186/1752-0509-6-55 Text en Copyright ©2012 Heavner 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
Heavner, Benjamin D
Smallbone, Kieran
Barker, Brandon
Mendes, Pedro
Walker, Larry P
Yeast 5 – an expanded reconstruction of the Saccharomyces cerevisiae metabolic network
title Yeast 5 – an expanded reconstruction of the Saccharomyces cerevisiae metabolic network
title_full Yeast 5 – an expanded reconstruction of the Saccharomyces cerevisiae metabolic network
title_fullStr Yeast 5 – an expanded reconstruction of the Saccharomyces cerevisiae metabolic network
title_full_unstemmed Yeast 5 – an expanded reconstruction of the Saccharomyces cerevisiae metabolic network
title_short Yeast 5 – an expanded reconstruction of the Saccharomyces cerevisiae metabolic network
title_sort yeast 5 – an expanded reconstruction of the saccharomyces cerevisiae metabolic network
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3413506/
https://www.ncbi.nlm.nih.gov/pubmed/22663945
http://dx.doi.org/10.1186/1752-0509-6-55
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