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Development and validation of an updated computational model of Streptomyces coelicolor primary and secondary metabolism

BACKGROUND: Streptomyces species produce a vast diversity of secondary metabolites of clinical and biotechnological importance, in particular antibiotics. Recent developments in metabolic engineering, synthetic and systems biology have opened new opportunities to exploit Streptomyces secondary metab...

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Autores principales: Amara, Adam, Takano, Eriko, Breitling, Rainer
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6040156/
https://www.ncbi.nlm.nih.gov/pubmed/29973148
http://dx.doi.org/10.1186/s12864-018-4905-5
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author Amara, Adam
Takano, Eriko
Breitling, Rainer
author_facet Amara, Adam
Takano, Eriko
Breitling, Rainer
author_sort Amara, Adam
collection PubMed
description BACKGROUND: Streptomyces species produce a vast diversity of secondary metabolites of clinical and biotechnological importance, in particular antibiotics. Recent developments in metabolic engineering, synthetic and systems biology have opened new opportunities to exploit Streptomyces secondary metabolism, but achieving industry-level production without time-consuming optimization has remained challenging. Genome-scale metabolic modelling has been shown to be a powerful tool to guide metabolic engineering strategies for accelerated strain optimization, and several generations of models of Streptomyces metabolism have been developed for this purpose. RESULTS: Here, we present the most recent update of a genome-scale stoichiometric constraint-based model of the metabolism of Streptomyces coelicolor, the major model organism for the production of antibiotics in the genus. We show that the updated model enables better metabolic flux and biomass predictions and facilitates the integrative analysis of multi-omics data such as transcriptomics, proteomics and metabolomics. CONCLUSIONS: The updated model presented here provides an enhanced basis for the next generation of metabolic engineering attempts in Streptomyces. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-4905-5) contains supplementary material, which is available to authorized users.
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spelling pubmed-60401562018-07-13 Development and validation of an updated computational model of Streptomyces coelicolor primary and secondary metabolism Amara, Adam Takano, Eriko Breitling, Rainer BMC Genomics Research Article BACKGROUND: Streptomyces species produce a vast diversity of secondary metabolites of clinical and biotechnological importance, in particular antibiotics. Recent developments in metabolic engineering, synthetic and systems biology have opened new opportunities to exploit Streptomyces secondary metabolism, but achieving industry-level production without time-consuming optimization has remained challenging. Genome-scale metabolic modelling has been shown to be a powerful tool to guide metabolic engineering strategies for accelerated strain optimization, and several generations of models of Streptomyces metabolism have been developed for this purpose. RESULTS: Here, we present the most recent update of a genome-scale stoichiometric constraint-based model of the metabolism of Streptomyces coelicolor, the major model organism for the production of antibiotics in the genus. We show that the updated model enables better metabolic flux and biomass predictions and facilitates the integrative analysis of multi-omics data such as transcriptomics, proteomics and metabolomics. CONCLUSIONS: The updated model presented here provides an enhanced basis for the next generation of metabolic engineering attempts in Streptomyces. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-4905-5) contains supplementary material, which is available to authorized users. BioMed Central 2018-07-04 /pmc/articles/PMC6040156/ /pubmed/29973148 http://dx.doi.org/10.1186/s12864-018-4905-5 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Amara, Adam
Takano, Eriko
Breitling, Rainer
Development and validation of an updated computational model of Streptomyces coelicolor primary and secondary metabolism
title Development and validation of an updated computational model of Streptomyces coelicolor primary and secondary metabolism
title_full Development and validation of an updated computational model of Streptomyces coelicolor primary and secondary metabolism
title_fullStr Development and validation of an updated computational model of Streptomyces coelicolor primary and secondary metabolism
title_full_unstemmed Development and validation of an updated computational model of Streptomyces coelicolor primary and secondary metabolism
title_short Development and validation of an updated computational model of Streptomyces coelicolor primary and secondary metabolism
title_sort development and validation of an updated computational model of streptomyces coelicolor primary and secondary metabolism
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6040156/
https://www.ncbi.nlm.nih.gov/pubmed/29973148
http://dx.doi.org/10.1186/s12864-018-4905-5
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