Cargando…
Enhanced production of heterologous proteins by a synthetic microbial community: Conditions and trade-offs
Synthetic microbial consortia have been increasingly utilized in biotechnology and experimental evidence shows that suitably engineered consortia can outperform individual species in the synthesis of valuable products. Despite significant achievements, though, a quantitative understanding of the con...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7179936/ https://www.ncbi.nlm.nih.gov/pubmed/32282794 http://dx.doi.org/10.1371/journal.pcbi.1007795 |
_version_ | 1783525731684319232 |
---|---|
author | Mauri, Marco Gouzé, Jean-Luc de Jong, Hidde Cinquemani, Eugenio |
author_facet | Mauri, Marco Gouzé, Jean-Luc de Jong, Hidde Cinquemani, Eugenio |
author_sort | Mauri, Marco |
collection | PubMed |
description | Synthetic microbial consortia have been increasingly utilized in biotechnology and experimental evidence shows that suitably engineered consortia can outperform individual species in the synthesis of valuable products. Despite significant achievements, though, a quantitative understanding of the conditions that make this possible, and of the trade-offs due to the concurrent growth of multiple species, is still limited. In this work, we contribute to filling this gap by the investigation of a known prototypical synthetic consortium. A first E. coli strain, producing a heterologous protein, is sided by a second E. coli strain engineered to scavenge toxic byproducts, thus favoring the growth of the producer at the expense of diverting part of the resources to the growth of the cleaner. The simplicity of the consortium is ideal to perform an in depth-analysis and draw conclusions of more general interest. We develop a coarse-grained mathematical model that quantitatively accounts for literature data from different key growth phenotypes. Based on this, assuming growth in chemostat, we first investigate the conditions enabling stable coexistence of both strains and the effect of the metabolic load due to heterologous protein production. In these conditions, we establish when and to what extent the consortium outperforms the producer alone in terms of productivity. Finally, we show in chemostat as well as in a fed-batch scenario that gain in productivity comes at the price of a reduced yield, reflecting at the level of the consortium resource allocation trade-offs that are well-known for individual species. |
format | Online Article Text |
id | pubmed-7179936 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-71799362020-05-05 Enhanced production of heterologous proteins by a synthetic microbial community: Conditions and trade-offs Mauri, Marco Gouzé, Jean-Luc de Jong, Hidde Cinquemani, Eugenio PLoS Comput Biol Research Article Synthetic microbial consortia have been increasingly utilized in biotechnology and experimental evidence shows that suitably engineered consortia can outperform individual species in the synthesis of valuable products. Despite significant achievements, though, a quantitative understanding of the conditions that make this possible, and of the trade-offs due to the concurrent growth of multiple species, is still limited. In this work, we contribute to filling this gap by the investigation of a known prototypical synthetic consortium. A first E. coli strain, producing a heterologous protein, is sided by a second E. coli strain engineered to scavenge toxic byproducts, thus favoring the growth of the producer at the expense of diverting part of the resources to the growth of the cleaner. The simplicity of the consortium is ideal to perform an in depth-analysis and draw conclusions of more general interest. We develop a coarse-grained mathematical model that quantitatively accounts for literature data from different key growth phenotypes. Based on this, assuming growth in chemostat, we first investigate the conditions enabling stable coexistence of both strains and the effect of the metabolic load due to heterologous protein production. In these conditions, we establish when and to what extent the consortium outperforms the producer alone in terms of productivity. Finally, we show in chemostat as well as in a fed-batch scenario that gain in productivity comes at the price of a reduced yield, reflecting at the level of the consortium resource allocation trade-offs that are well-known for individual species. Public Library of Science 2020-04-13 /pmc/articles/PMC7179936/ /pubmed/32282794 http://dx.doi.org/10.1371/journal.pcbi.1007795 Text en © 2020 Mauri et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Mauri, Marco Gouzé, Jean-Luc de Jong, Hidde Cinquemani, Eugenio Enhanced production of heterologous proteins by a synthetic microbial community: Conditions and trade-offs |
title | Enhanced production of heterologous proteins by a synthetic microbial community: Conditions and trade-offs |
title_full | Enhanced production of heterologous proteins by a synthetic microbial community: Conditions and trade-offs |
title_fullStr | Enhanced production of heterologous proteins by a synthetic microbial community: Conditions and trade-offs |
title_full_unstemmed | Enhanced production of heterologous proteins by a synthetic microbial community: Conditions and trade-offs |
title_short | Enhanced production of heterologous proteins by a synthetic microbial community: Conditions and trade-offs |
title_sort | enhanced production of heterologous proteins by a synthetic microbial community: conditions and trade-offs |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7179936/ https://www.ncbi.nlm.nih.gov/pubmed/32282794 http://dx.doi.org/10.1371/journal.pcbi.1007795 |
work_keys_str_mv | AT maurimarco enhancedproductionofheterologousproteinsbyasyntheticmicrobialcommunityconditionsandtradeoffs AT gouzejeanluc enhancedproductionofheterologousproteinsbyasyntheticmicrobialcommunityconditionsandtradeoffs AT dejonghidde enhancedproductionofheterologousproteinsbyasyntheticmicrobialcommunityconditionsandtradeoffs AT cinquemanieugenio enhancedproductionofheterologousproteinsbyasyntheticmicrobialcommunityconditionsandtradeoffs |