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Transcriptomic and fluxomic changes in Streptomyces lividans producing heterologous protein
BACKGROUND: The Gram-positive Streptomyces lividans TK24 is an attractive host for heterologous protein production because of its high capability to secrete proteins—which favors correct folding and facilitates downstream processing—as well as its acceptance of methylated DNA and its low endogeneous...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6302529/ https://www.ncbi.nlm.nih.gov/pubmed/30577858 http://dx.doi.org/10.1186/s12934-018-1040-6 |
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author | Daniels, Wouter Bouvin, Jeroen Busche, Tobias Rückert, Christian Simoens, Kenneth Karamanou, Spyridoula Van Mellaert, Lieve Friðjónsson, Ólafur H. Nicolai, Bart Economou, Anastassios Kalinowski, Jörn Anné, Jozef Bernaerts, Kristel |
author_facet | Daniels, Wouter Bouvin, Jeroen Busche, Tobias Rückert, Christian Simoens, Kenneth Karamanou, Spyridoula Van Mellaert, Lieve Friðjónsson, Ólafur H. Nicolai, Bart Economou, Anastassios Kalinowski, Jörn Anné, Jozef Bernaerts, Kristel |
author_sort | Daniels, Wouter |
collection | PubMed |
description | BACKGROUND: The Gram-positive Streptomyces lividans TK24 is an attractive host for heterologous protein production because of its high capability to secrete proteins—which favors correct folding and facilitates downstream processing—as well as its acceptance of methylated DNA and its low endogeneous protease activity. However, current inconsistencies in protein yields urge for a deeper understanding of the burden of heterologous protein production on the cell. In the current study, transcriptomics and [Formula: see text] -based fluxomics were exploited to uncover gene expression and metabolic flux changes associated with heterologous protein production. The Rhodothermus marinus thermostable cellulase A (CelA)—previously shown to be successfully overexpressed in S. lividans—was taken as an example protein. RESULTS: RNA-seq and [Formula: see text] -based metabolic flux analysis were performed on a CelA-producing and an empty-plasmid strain under the same conditions. Differential gene expression, followed by cluster analysis based on co-expression and co-localization, identified transcriptomic responses related to secretion-induced stress and DNA damage. Furthermore, the OsdR regulon (previously associated with hypoxia, oxidative stress, intercellular signaling, and morphological development) was consistently upregulated in the CelA-producing strain and exhibited co-expression with isoenzymes from the pentose phosphate pathway linked to secondary metabolism. Increased expression of these isoenzymes matches to increased fluxes in the pentose phosphate pathway. Additionally, flux maps of the central carbon metabolism show increased flux through the tricarboxylic acid cycle in the CelA-producing strain. Redirection of fluxes in the CelA-producing strain leads to higher production of NADPH, which can only partly be attributed to increased secretion. CONCLUSIONS: Transcriptomic and fluxomic changes uncover potential new leads for targeted strain improvement strategies which may ease the secretion stress and metabolic burden associated with heterologous protein synthesis and secretion, and may help create a more consistently performing S. lividans strain. Yet, links to secondary metabolism and redox balancing should be further investigated to fully understand the S. lividans metabolome under heterologous protein production. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12934-018-1040-6) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6302529 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-63025292018-12-31 Transcriptomic and fluxomic changes in Streptomyces lividans producing heterologous protein Daniels, Wouter Bouvin, Jeroen Busche, Tobias Rückert, Christian Simoens, Kenneth Karamanou, Spyridoula Van Mellaert, Lieve Friðjónsson, Ólafur H. Nicolai, Bart Economou, Anastassios Kalinowski, Jörn Anné, Jozef Bernaerts, Kristel Microb Cell Fact Research BACKGROUND: The Gram-positive Streptomyces lividans TK24 is an attractive host for heterologous protein production because of its high capability to secrete proteins—which favors correct folding and facilitates downstream processing—as well as its acceptance of methylated DNA and its low endogeneous protease activity. However, current inconsistencies in protein yields urge for a deeper understanding of the burden of heterologous protein production on the cell. In the current study, transcriptomics and [Formula: see text] -based fluxomics were exploited to uncover gene expression and metabolic flux changes associated with heterologous protein production. The Rhodothermus marinus thermostable cellulase A (CelA)—previously shown to be successfully overexpressed in S. lividans—was taken as an example protein. RESULTS: RNA-seq and [Formula: see text] -based metabolic flux analysis were performed on a CelA-producing and an empty-plasmid strain under the same conditions. Differential gene expression, followed by cluster analysis based on co-expression and co-localization, identified transcriptomic responses related to secretion-induced stress and DNA damage. Furthermore, the OsdR regulon (previously associated with hypoxia, oxidative stress, intercellular signaling, and morphological development) was consistently upregulated in the CelA-producing strain and exhibited co-expression with isoenzymes from the pentose phosphate pathway linked to secondary metabolism. Increased expression of these isoenzymes matches to increased fluxes in the pentose phosphate pathway. Additionally, flux maps of the central carbon metabolism show increased flux through the tricarboxylic acid cycle in the CelA-producing strain. Redirection of fluxes in the CelA-producing strain leads to higher production of NADPH, which can only partly be attributed to increased secretion. CONCLUSIONS: Transcriptomic and fluxomic changes uncover potential new leads for targeted strain improvement strategies which may ease the secretion stress and metabolic burden associated with heterologous protein synthesis and secretion, and may help create a more consistently performing S. lividans strain. Yet, links to secondary metabolism and redox balancing should be further investigated to fully understand the S. lividans metabolome under heterologous protein production. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12934-018-1040-6) contains supplementary material, which is available to authorized users. BioMed Central 2018-12-21 /pmc/articles/PMC6302529/ /pubmed/30577858 http://dx.doi.org/10.1186/s12934-018-1040-6 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 Daniels, Wouter Bouvin, Jeroen Busche, Tobias Rückert, Christian Simoens, Kenneth Karamanou, Spyridoula Van Mellaert, Lieve Friðjónsson, Ólafur H. Nicolai, Bart Economou, Anastassios Kalinowski, Jörn Anné, Jozef Bernaerts, Kristel Transcriptomic and fluxomic changes in Streptomyces lividans producing heterologous protein |
title | Transcriptomic and fluxomic changes in Streptomyces lividans producing heterologous protein |
title_full | Transcriptomic and fluxomic changes in Streptomyces lividans producing heterologous protein |
title_fullStr | Transcriptomic and fluxomic changes in Streptomyces lividans producing heterologous protein |
title_full_unstemmed | Transcriptomic and fluxomic changes in Streptomyces lividans producing heterologous protein |
title_short | Transcriptomic and fluxomic changes in Streptomyces lividans producing heterologous protein |
title_sort | transcriptomic and fluxomic changes in streptomyces lividans producing heterologous protein |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6302529/ https://www.ncbi.nlm.nih.gov/pubmed/30577858 http://dx.doi.org/10.1186/s12934-018-1040-6 |
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