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Integrated omics approaches provide strategies for rapid erythromycin yield increase in Saccharopolyspora erythraea

BACKGROUND: Omics approaches have significantly increased our understanding of biological systems. However, they have had limited success in explaining the dramatically increased productivity of commercially important natural products by industrial high-producing strains, such as the erythromycin-pr...

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Autores principales: Karničar, Katarina, Drobnak, Igor, Petek, Marko, Magdevska, Vasilka, Horvat, Jaka, Vidmar, Robert, Baebler, Špela, Rotter, Ana, Jamnik, Polona, Fujs, Štefan, Turk, Boris, Fonovič, Marko, Gruden, Kristina, Kosec, Gregor, Petković, Hrvoje
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4891893/
https://www.ncbi.nlm.nih.gov/pubmed/27255285
http://dx.doi.org/10.1186/s12934-016-0496-5
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author Karničar, Katarina
Drobnak, Igor
Petek, Marko
Magdevska, Vasilka
Horvat, Jaka
Vidmar, Robert
Baebler, Špela
Rotter, Ana
Jamnik, Polona
Fujs, Štefan
Turk, Boris
Fonovič, Marko
Gruden, Kristina
Kosec, Gregor
Petković, Hrvoje
author_facet Karničar, Katarina
Drobnak, Igor
Petek, Marko
Magdevska, Vasilka
Horvat, Jaka
Vidmar, Robert
Baebler, Špela
Rotter, Ana
Jamnik, Polona
Fujs, Štefan
Turk, Boris
Fonovič, Marko
Gruden, Kristina
Kosec, Gregor
Petković, Hrvoje
author_sort Karničar, Katarina
collection PubMed
description BACKGROUND: Omics approaches have significantly increased our understanding of biological systems. However, they have had limited success in explaining the dramatically increased productivity of commercially important natural products by industrial high-producing strains, such as the erythromycin-producing actinomycete Saccharopolyspora erythraea. Further yield increase is of great importance but requires a better understanding of the underlying physiological processes. RESULTS: To reveal the mechanisms related to erythromycin yield increase, we have undertaken an integrated study of the genomic, transcriptomic, and proteomic differences between the wild type strain NRRL2338 (WT) and the industrial high-producing strain ABE1441 (HP) of S. erythraea at multiple time points of a simulated industrial bioprocess. 165 observed mutations lead to differences in gene expression profiles and protein abundance between the two strains, which were most prominent in the initial stages of erythromycin production. Enzymes involved in erythromycin biosynthesis, metabolism of branched chain amino acids and proteolysis were most strongly upregulated in the HP strain. Interestingly, genes related to TCA cycle and DNA-repair were downregulated. Additionally, comprehensive data analysis uncovered significant correlations in expression profiles of the erythromycin-biosynthetic genes, other biosynthetic gene clusters and previously unidentified putative regulatory genes. Based on this information, we demonstrated that overexpression of several genes involved in amino acid metabolism can contribute to increased yield of erythromycin, confirming the validity of our systems biology approach. CONCLUSIONS: Our comprehensive omics approach, carried out in industrially relevant conditions, enabled the identification of key pathways affecting erythromycin yield and suggests strategies for rapid increase in the production of secondary metabolites in industrial environment. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12934-016-0496-5) contains supplementary material, which is available to authorized users.
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spelling pubmed-48918932016-06-04 Integrated omics approaches provide strategies for rapid erythromycin yield increase in Saccharopolyspora erythraea Karničar, Katarina Drobnak, Igor Petek, Marko Magdevska, Vasilka Horvat, Jaka Vidmar, Robert Baebler, Špela Rotter, Ana Jamnik, Polona Fujs, Štefan Turk, Boris Fonovič, Marko Gruden, Kristina Kosec, Gregor Petković, Hrvoje Microb Cell Fact Research BACKGROUND: Omics approaches have significantly increased our understanding of biological systems. However, they have had limited success in explaining the dramatically increased productivity of commercially important natural products by industrial high-producing strains, such as the erythromycin-producing actinomycete Saccharopolyspora erythraea. Further yield increase is of great importance but requires a better understanding of the underlying physiological processes. RESULTS: To reveal the mechanisms related to erythromycin yield increase, we have undertaken an integrated study of the genomic, transcriptomic, and proteomic differences between the wild type strain NRRL2338 (WT) and the industrial high-producing strain ABE1441 (HP) of S. erythraea at multiple time points of a simulated industrial bioprocess. 165 observed mutations lead to differences in gene expression profiles and protein abundance between the two strains, which were most prominent in the initial stages of erythromycin production. Enzymes involved in erythromycin biosynthesis, metabolism of branched chain amino acids and proteolysis were most strongly upregulated in the HP strain. Interestingly, genes related to TCA cycle and DNA-repair were downregulated. Additionally, comprehensive data analysis uncovered significant correlations in expression profiles of the erythromycin-biosynthetic genes, other biosynthetic gene clusters and previously unidentified putative regulatory genes. Based on this information, we demonstrated that overexpression of several genes involved in amino acid metabolism can contribute to increased yield of erythromycin, confirming the validity of our systems biology approach. CONCLUSIONS: Our comprehensive omics approach, carried out in industrially relevant conditions, enabled the identification of key pathways affecting erythromycin yield and suggests strategies for rapid increase in the production of secondary metabolites in industrial environment. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12934-016-0496-5) contains supplementary material, which is available to authorized users. BioMed Central 2016-06-03 /pmc/articles/PMC4891893/ /pubmed/27255285 http://dx.doi.org/10.1186/s12934-016-0496-5 Text en © The Author(s) 2016 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
Karničar, Katarina
Drobnak, Igor
Petek, Marko
Magdevska, Vasilka
Horvat, Jaka
Vidmar, Robert
Baebler, Špela
Rotter, Ana
Jamnik, Polona
Fujs, Štefan
Turk, Boris
Fonovič, Marko
Gruden, Kristina
Kosec, Gregor
Petković, Hrvoje
Integrated omics approaches provide strategies for rapid erythromycin yield increase in Saccharopolyspora erythraea
title Integrated omics approaches provide strategies for rapid erythromycin yield increase in Saccharopolyspora erythraea
title_full Integrated omics approaches provide strategies for rapid erythromycin yield increase in Saccharopolyspora erythraea
title_fullStr Integrated omics approaches provide strategies for rapid erythromycin yield increase in Saccharopolyspora erythraea
title_full_unstemmed Integrated omics approaches provide strategies for rapid erythromycin yield increase in Saccharopolyspora erythraea
title_short Integrated omics approaches provide strategies for rapid erythromycin yield increase in Saccharopolyspora erythraea
title_sort integrated omics approaches provide strategies for rapid erythromycin yield increase in saccharopolyspora erythraea
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4891893/
https://www.ncbi.nlm.nih.gov/pubmed/27255285
http://dx.doi.org/10.1186/s12934-016-0496-5
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