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Influence of global gene regulatory networks on single cell heterogeneity of green fluorescent protein production in Bacillus subtilis

BACKGROUND: Gram-positive bacterium Bacillus subtilis has been extensively studied as a microbial cell factory for high-level producing a wide range of interesting products. Green fluorescent protein (GFP) is commonly used as a marker for determining the strength of a given promoter or for the subce...

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Autores principales: Cao, Haojie, Kuipers, Oscar P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6117926/
https://www.ncbi.nlm.nih.gov/pubmed/30165856
http://dx.doi.org/10.1186/s12934-018-0985-9
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author Cao, Haojie
Kuipers, Oscar P.
author_facet Cao, Haojie
Kuipers, Oscar P.
author_sort Cao, Haojie
collection PubMed
description BACKGROUND: Gram-positive bacterium Bacillus subtilis has been extensively studied as a microbial cell factory for high-level producing a wide range of interesting products. Green fluorescent protein (GFP) is commonly used as a marker for determining the strength of a given promoter or for the subcellular localization of a fusion protein. However, the inherent heterogeneity of GFP expression among individual cells that can arise from global regulation differences in the expression host, has not yet been systematically assessed. B. subtilis strains with single mutation(s) in the two major transcriptional regulators CcpA and/or CodY were earlier found to improve overall heterologous protein production levels. Here, we investigate the dynamic production performance of GFP in the reporter strains with chromosomally integrated P(hyspank)-sfGFP(Sp). RESULTS: The mutation R214C in the DNA-binding domain of CodY effectively enhances GFP production at the population level relative to two other strains, i.e. wildtype (WT) and CcpA(T19S). During the late stationary phase, the high- and low-level GFP-producing cells coexist in the WT population, while the CodY(R214C) population at the single-cell level shows higher phenotypic homogeneity of fluorescence signals. CONCLUSION: Expression of GFP is prominently heterogeneous in the WT B. subtilis cells, and this phenotypic heterogeneity can be significantly reduced by CodY(R214C) mutation. The rates of production heterogeneity show a high correlation to the overall GFP yields. Moreover, the toolkit of flow cytometry and fluorescence microscopy that can achieve real-time profiles of GFP production performance in various strains may facilitate the further use of B. subtilis as a cell factory.
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spelling pubmed-61179262018-09-05 Influence of global gene regulatory networks on single cell heterogeneity of green fluorescent protein production in Bacillus subtilis Cao, Haojie Kuipers, Oscar P. Microb Cell Fact Research BACKGROUND: Gram-positive bacterium Bacillus subtilis has been extensively studied as a microbial cell factory for high-level producing a wide range of interesting products. Green fluorescent protein (GFP) is commonly used as a marker for determining the strength of a given promoter or for the subcellular localization of a fusion protein. However, the inherent heterogeneity of GFP expression among individual cells that can arise from global regulation differences in the expression host, has not yet been systematically assessed. B. subtilis strains with single mutation(s) in the two major transcriptional regulators CcpA and/or CodY were earlier found to improve overall heterologous protein production levels. Here, we investigate the dynamic production performance of GFP in the reporter strains with chromosomally integrated P(hyspank)-sfGFP(Sp). RESULTS: The mutation R214C in the DNA-binding domain of CodY effectively enhances GFP production at the population level relative to two other strains, i.e. wildtype (WT) and CcpA(T19S). During the late stationary phase, the high- and low-level GFP-producing cells coexist in the WT population, while the CodY(R214C) population at the single-cell level shows higher phenotypic homogeneity of fluorescence signals. CONCLUSION: Expression of GFP is prominently heterogeneous in the WT B. subtilis cells, and this phenotypic heterogeneity can be significantly reduced by CodY(R214C) mutation. The rates of production heterogeneity show a high correlation to the overall GFP yields. Moreover, the toolkit of flow cytometry and fluorescence microscopy that can achieve real-time profiles of GFP production performance in various strains may facilitate the further use of B. subtilis as a cell factory. BioMed Central 2018-08-30 /pmc/articles/PMC6117926/ /pubmed/30165856 http://dx.doi.org/10.1186/s12934-018-0985-9 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
Cao, Haojie
Kuipers, Oscar P.
Influence of global gene regulatory networks on single cell heterogeneity of green fluorescent protein production in Bacillus subtilis
title Influence of global gene regulatory networks on single cell heterogeneity of green fluorescent protein production in Bacillus subtilis
title_full Influence of global gene regulatory networks on single cell heterogeneity of green fluorescent protein production in Bacillus subtilis
title_fullStr Influence of global gene regulatory networks on single cell heterogeneity of green fluorescent protein production in Bacillus subtilis
title_full_unstemmed Influence of global gene regulatory networks on single cell heterogeneity of green fluorescent protein production in Bacillus subtilis
title_short Influence of global gene regulatory networks on single cell heterogeneity of green fluorescent protein production in Bacillus subtilis
title_sort influence of global gene regulatory networks on single cell heterogeneity of green fluorescent protein production in bacillus subtilis
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6117926/
https://www.ncbi.nlm.nih.gov/pubmed/30165856
http://dx.doi.org/10.1186/s12934-018-0985-9
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