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Alignment of microbial fitness with engineered product formation: obligatory coupling between acetate production and photoautotrophic growth
BACKGROUND: Microbial bioengineering has the potential to become a key contributor to the future development of human society by providing sustainable, novel, and cost-effective production pipelines. However, the sustained productivity of genetically engineered strains is often a challenge, as spont...
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/PMC5809919/ https://www.ncbi.nlm.nih.gov/pubmed/29456625 http://dx.doi.org/10.1186/s13068-018-1037-8 |
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author | Du, Wei Jongbloets, Joeri A. van Boxtel, Coco Pineda Hernández, Hugo Lips, David Oliver, Brett G. Hellingwerf, Klaas J. Branco dos Santos, Filipe |
author_facet | Du, Wei Jongbloets, Joeri A. van Boxtel, Coco Pineda Hernández, Hugo Lips, David Oliver, Brett G. Hellingwerf, Klaas J. Branco dos Santos, Filipe |
author_sort | Du, Wei |
collection | PubMed |
description | BACKGROUND: Microbial bioengineering has the potential to become a key contributor to the future development of human society by providing sustainable, novel, and cost-effective production pipelines. However, the sustained productivity of genetically engineered strains is often a challenge, as spontaneous non-producing mutants tend to grow faster and take over the population. Novel strategies to prevent this issue of strain instability are urgently needed. RESULTS: In this study, we propose a novel strategy applicable to all microbial production systems for which a genome-scale metabolic model is available that aligns the production of native metabolites to the formation of biomass. Based on well-established constraint-based analysis techniques such as OptKnock and FVA, we developed an in silico pipeline—FRUITS—that specifically ‘Finds Reactions Usable in Tapping Side-products’. It analyses a metabolic network to identify compounds produced in anabolism that are suitable to be coupled to growth by deletion of their re-utilization pathway(s), and computes their respective biomass and product formation rates. When applied to Synechocystis sp. PCC6803, a model cyanobacterium explored for sustainable bioproduction, a total of nine target metabolites were identified. We tested our approach for one of these compounds, acetate, which is used in a wide range of industrial applications. The model-guided engineered strain shows an obligatory coupling between acetate production and photoautotrophic growth as predicted. Furthermore, the stability of acetate productivity in this strain was confirmed by performing prolonged turbidostat cultivations. CONCLUSIONS: This work demonstrates a novel approach to stabilize the production of target compounds in cyanobacteria that culminated in the first report of a photoautotrophic growth-coupled cell factory. The method developed is generic and can easily be extended to any other modeled microbial production system. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13068-018-1037-8) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5809919 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-58099192018-02-16 Alignment of microbial fitness with engineered product formation: obligatory coupling between acetate production and photoautotrophic growth Du, Wei Jongbloets, Joeri A. van Boxtel, Coco Pineda Hernández, Hugo Lips, David Oliver, Brett G. Hellingwerf, Klaas J. Branco dos Santos, Filipe Biotechnol Biofuels Research BACKGROUND: Microbial bioengineering has the potential to become a key contributor to the future development of human society by providing sustainable, novel, and cost-effective production pipelines. However, the sustained productivity of genetically engineered strains is often a challenge, as spontaneous non-producing mutants tend to grow faster and take over the population. Novel strategies to prevent this issue of strain instability are urgently needed. RESULTS: In this study, we propose a novel strategy applicable to all microbial production systems for which a genome-scale metabolic model is available that aligns the production of native metabolites to the formation of biomass. Based on well-established constraint-based analysis techniques such as OptKnock and FVA, we developed an in silico pipeline—FRUITS—that specifically ‘Finds Reactions Usable in Tapping Side-products’. It analyses a metabolic network to identify compounds produced in anabolism that are suitable to be coupled to growth by deletion of their re-utilization pathway(s), and computes their respective biomass and product formation rates. When applied to Synechocystis sp. PCC6803, a model cyanobacterium explored for sustainable bioproduction, a total of nine target metabolites were identified. We tested our approach for one of these compounds, acetate, which is used in a wide range of industrial applications. The model-guided engineered strain shows an obligatory coupling between acetate production and photoautotrophic growth as predicted. Furthermore, the stability of acetate productivity in this strain was confirmed by performing prolonged turbidostat cultivations. CONCLUSIONS: This work demonstrates a novel approach to stabilize the production of target compounds in cyanobacteria that culminated in the first report of a photoautotrophic growth-coupled cell factory. The method developed is generic and can easily be extended to any other modeled microbial production system. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13068-018-1037-8) contains supplementary material, which is available to authorized users. BioMed Central 2018-02-13 /pmc/articles/PMC5809919/ /pubmed/29456625 http://dx.doi.org/10.1186/s13068-018-1037-8 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 Du, Wei Jongbloets, Joeri A. van Boxtel, Coco Pineda Hernández, Hugo Lips, David Oliver, Brett G. Hellingwerf, Klaas J. Branco dos Santos, Filipe Alignment of microbial fitness with engineered product formation: obligatory coupling between acetate production and photoautotrophic growth |
title | Alignment of microbial fitness with engineered product formation: obligatory coupling between acetate production and photoautotrophic growth |
title_full | Alignment of microbial fitness with engineered product formation: obligatory coupling between acetate production and photoautotrophic growth |
title_fullStr | Alignment of microbial fitness with engineered product formation: obligatory coupling between acetate production and photoautotrophic growth |
title_full_unstemmed | Alignment of microbial fitness with engineered product formation: obligatory coupling between acetate production and photoautotrophic growth |
title_short | Alignment of microbial fitness with engineered product formation: obligatory coupling between acetate production and photoautotrophic growth |
title_sort | alignment of microbial fitness with engineered product formation: obligatory coupling between acetate production and photoautotrophic growth |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5809919/ https://www.ncbi.nlm.nih.gov/pubmed/29456625 http://dx.doi.org/10.1186/s13068-018-1037-8 |
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