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Controlling microbial co-culture based on substrate pulsing can lead to stability through differential fitness advantages
Microbial consortia are an exciting alternative for increasing the performances of bioprocesses for the production of complex metabolic products. However, the functional properties of microbial communities remain challenging to control, considering the complex interaction mechanisms occurring betwee...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9648842/ https://www.ncbi.nlm.nih.gov/pubmed/36315576 http://dx.doi.org/10.1371/journal.pcbi.1010674 |
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author | Martinez, J. Andres Delvenne, Matheo Henrion, Lucas Moreno, Fabian Telek, Samuel Dusny, Christian Delvigne, Frank |
author_facet | Martinez, J. Andres Delvenne, Matheo Henrion, Lucas Moreno, Fabian Telek, Samuel Dusny, Christian Delvigne, Frank |
author_sort | Martinez, J. Andres |
collection | PubMed |
description | Microbial consortia are an exciting alternative for increasing the performances of bioprocesses for the production of complex metabolic products. However, the functional properties of microbial communities remain challenging to control, considering the complex interaction mechanisms occurring between co-cultured microbial species. Indeed, microbial communities are highly dynamic and can adapt to changing environmental conditions through complex mechanisms, such as phenotypic diversification. We focused on stabilizing a co-culture of Saccharomyces cerevisiae and Escherichia coli in continuous cultures. Our preliminary data pointed out that transient diauxic shifts could lead to stable co-culture by providing periodic fitness advantages to the yeast. Based on a computational toolbox called MONCKS (for MONod-type Co-culture Kinetic Simulation), we were able to predict the dynamics of diauxic shift for both species based on a cybernetic approach. This toolbox was further used to predict the frequency of diauxic shift to be applied to reach co-culture stability. These simulations were successfully reproduced experimentally in continuous bioreactors with glucose pulsing. Finally, based on a bet-hedging reporter, we observed that the yeast population exhibited an increased phenotypic diversification process in co-culture compared with mono-culture, suggesting that this mechanism could be the basis of the metabolic fitness of the yeast. |
format | Online Article Text |
id | pubmed-9648842 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-96488422022-11-15 Controlling microbial co-culture based on substrate pulsing can lead to stability through differential fitness advantages Martinez, J. Andres Delvenne, Matheo Henrion, Lucas Moreno, Fabian Telek, Samuel Dusny, Christian Delvigne, Frank PLoS Comput Biol Research Article Microbial consortia are an exciting alternative for increasing the performances of bioprocesses for the production of complex metabolic products. However, the functional properties of microbial communities remain challenging to control, considering the complex interaction mechanisms occurring between co-cultured microbial species. Indeed, microbial communities are highly dynamic and can adapt to changing environmental conditions through complex mechanisms, such as phenotypic diversification. We focused on stabilizing a co-culture of Saccharomyces cerevisiae and Escherichia coli in continuous cultures. Our preliminary data pointed out that transient diauxic shifts could lead to stable co-culture by providing periodic fitness advantages to the yeast. Based on a computational toolbox called MONCKS (for MONod-type Co-culture Kinetic Simulation), we were able to predict the dynamics of diauxic shift for both species based on a cybernetic approach. This toolbox was further used to predict the frequency of diauxic shift to be applied to reach co-culture stability. These simulations were successfully reproduced experimentally in continuous bioreactors with glucose pulsing. Finally, based on a bet-hedging reporter, we observed that the yeast population exhibited an increased phenotypic diversification process in co-culture compared with mono-culture, suggesting that this mechanism could be the basis of the metabolic fitness of the yeast. Public Library of Science 2022-10-31 /pmc/articles/PMC9648842/ /pubmed/36315576 http://dx.doi.org/10.1371/journal.pcbi.1010674 Text en © 2022 Martinez et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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 Martinez, J. Andres Delvenne, Matheo Henrion, Lucas Moreno, Fabian Telek, Samuel Dusny, Christian Delvigne, Frank Controlling microbial co-culture based on substrate pulsing can lead to stability through differential fitness advantages |
title | Controlling microbial co-culture based on substrate pulsing can lead to stability through differential fitness advantages |
title_full | Controlling microbial co-culture based on substrate pulsing can lead to stability through differential fitness advantages |
title_fullStr | Controlling microbial co-culture based on substrate pulsing can lead to stability through differential fitness advantages |
title_full_unstemmed | Controlling microbial co-culture based on substrate pulsing can lead to stability through differential fitness advantages |
title_short | Controlling microbial co-culture based on substrate pulsing can lead to stability through differential fitness advantages |
title_sort | controlling microbial co-culture based on substrate pulsing can lead to stability through differential fitness advantages |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9648842/ https://www.ncbi.nlm.nih.gov/pubmed/36315576 http://dx.doi.org/10.1371/journal.pcbi.1010674 |
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