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Beyond rational—biosensor-guided isolation of 100 independently evolved bacterial strain variants and comparative analysis of their genomes

BACKGROUND: In contrast to modern rational metabolic engineering, classical strain development strongly relies on random mutagenesis and screening for the desired production phenotype. Nowadays, with the availability of biosensor-based FACS screening strategies, these random approaches are coming ba...

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Autores principales: Baumann, Philipp T., Dal Molin, Michael, Aring, Hannah, Krumbach, Karin, Müller, Moritz-Fabian, Vroling, Bas, van Summeren-Wesenhagen, Philana V., Noack, Stephan, Marienhagen, Jan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10478468/
https://www.ncbi.nlm.nih.gov/pubmed/37667306
http://dx.doi.org/10.1186/s12915-023-01688-x
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author Baumann, Philipp T.
Dal Molin, Michael
Aring, Hannah
Krumbach, Karin
Müller, Moritz-Fabian
Vroling, Bas
van Summeren-Wesenhagen, Philana V.
Noack, Stephan
Marienhagen, Jan
author_facet Baumann, Philipp T.
Dal Molin, Michael
Aring, Hannah
Krumbach, Karin
Müller, Moritz-Fabian
Vroling, Bas
van Summeren-Wesenhagen, Philana V.
Noack, Stephan
Marienhagen, Jan
author_sort Baumann, Philipp T.
collection PubMed
description BACKGROUND: In contrast to modern rational metabolic engineering, classical strain development strongly relies on random mutagenesis and screening for the desired production phenotype. Nowadays, with the availability of biosensor-based FACS screening strategies, these random approaches are coming back into fashion. In this study, we employ this technology in combination with comparative genome analyses to identify novel mutations contributing to product formation in the genome of a Corynebacterium glutamicum l-histidine producer. Since all known genetic targets contributing to l-histidine production have been already rationally engineered in this strain, identification of novel beneficial mutations can be regarded as challenging, as they might not be intuitively linkable to l-histidine biosynthesis. RESULTS: In order to identify 100 improved strain variants that had each arisen independently, we performed > 600 chemical mutagenesis experiments, > 200 biosensor-based FACS screenings, isolated > 50,000 variants with increased fluorescence, and characterized > 4500 variants with regard to biomass formation and l-histidine production. Based on comparative genome analyses of these 100 variants accumulating 10–80% more l-histidine, we discovered several beneficial mutations. Combination of selected genetic modifications allowed for the construction of a strain variant characterized by a doubled l-histidine titer (29 mM) and product yield (0.13 C-mol C-mol(−1)) in comparison to the starting variant. CONCLUSIONS: This study may serve as a blueprint for the identification of novel beneficial mutations in microbial producers in a more systematic manner. This way, also previously unexplored genes or genes with previously unknown contribution to the respective production phenotype can be identified. We believe that this technology has a great potential to push industrial production strains towards maximum performance. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12915-023-01688-x.
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spelling pubmed-104784682023-09-06 Beyond rational—biosensor-guided isolation of 100 independently evolved bacterial strain variants and comparative analysis of their genomes Baumann, Philipp T. Dal Molin, Michael Aring, Hannah Krumbach, Karin Müller, Moritz-Fabian Vroling, Bas van Summeren-Wesenhagen, Philana V. Noack, Stephan Marienhagen, Jan BMC Biol Research Article BACKGROUND: In contrast to modern rational metabolic engineering, classical strain development strongly relies on random mutagenesis and screening for the desired production phenotype. Nowadays, with the availability of biosensor-based FACS screening strategies, these random approaches are coming back into fashion. In this study, we employ this technology in combination with comparative genome analyses to identify novel mutations contributing to product formation in the genome of a Corynebacterium glutamicum l-histidine producer. Since all known genetic targets contributing to l-histidine production have been already rationally engineered in this strain, identification of novel beneficial mutations can be regarded as challenging, as they might not be intuitively linkable to l-histidine biosynthesis. RESULTS: In order to identify 100 improved strain variants that had each arisen independently, we performed > 600 chemical mutagenesis experiments, > 200 biosensor-based FACS screenings, isolated > 50,000 variants with increased fluorescence, and characterized > 4500 variants with regard to biomass formation and l-histidine production. Based on comparative genome analyses of these 100 variants accumulating 10–80% more l-histidine, we discovered several beneficial mutations. Combination of selected genetic modifications allowed for the construction of a strain variant characterized by a doubled l-histidine titer (29 mM) and product yield (0.13 C-mol C-mol(−1)) in comparison to the starting variant. CONCLUSIONS: This study may serve as a blueprint for the identification of novel beneficial mutations in microbial producers in a more systematic manner. This way, also previously unexplored genes or genes with previously unknown contribution to the respective production phenotype can be identified. We believe that this technology has a great potential to push industrial production strains towards maximum performance. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12915-023-01688-x. BioMed Central 2023-09-04 /pmc/articles/PMC10478468/ /pubmed/37667306 http://dx.doi.org/10.1186/s12915-023-01688-x Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research Article
Baumann, Philipp T.
Dal Molin, Michael
Aring, Hannah
Krumbach, Karin
Müller, Moritz-Fabian
Vroling, Bas
van Summeren-Wesenhagen, Philana V.
Noack, Stephan
Marienhagen, Jan
Beyond rational—biosensor-guided isolation of 100 independently evolved bacterial strain variants and comparative analysis of their genomes
title Beyond rational—biosensor-guided isolation of 100 independently evolved bacterial strain variants and comparative analysis of their genomes
title_full Beyond rational—biosensor-guided isolation of 100 independently evolved bacterial strain variants and comparative analysis of their genomes
title_fullStr Beyond rational—biosensor-guided isolation of 100 independently evolved bacterial strain variants and comparative analysis of their genomes
title_full_unstemmed Beyond rational—biosensor-guided isolation of 100 independently evolved bacterial strain variants and comparative analysis of their genomes
title_short Beyond rational—biosensor-guided isolation of 100 independently evolved bacterial strain variants and comparative analysis of their genomes
title_sort beyond rational—biosensor-guided isolation of 100 independently evolved bacterial strain variants and comparative analysis of their genomes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10478468/
https://www.ncbi.nlm.nih.gov/pubmed/37667306
http://dx.doi.org/10.1186/s12915-023-01688-x
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