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Automated optogenetic feedback control for precise and robust regulation of gene expression and cell growth

Dynamic control of gene expression can have far-reaching implications for biotechnological applications and biological discovery. Thanks to the advantages of light, optogenetics has emerged as an ideal technology for this task. Current state-of-the-art methods for optical expression control fail to...

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Autores principales: Milias-Argeitis, Andreas, Rullan, Marc, Aoki, Stephanie K., Buchmann, Peter, Khammash, Mustafa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5007438/
https://www.ncbi.nlm.nih.gov/pubmed/27562138
http://dx.doi.org/10.1038/ncomms12546
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author Milias-Argeitis, Andreas
Rullan, Marc
Aoki, Stephanie K.
Buchmann, Peter
Khammash, Mustafa
author_facet Milias-Argeitis, Andreas
Rullan, Marc
Aoki, Stephanie K.
Buchmann, Peter
Khammash, Mustafa
author_sort Milias-Argeitis, Andreas
collection PubMed
description Dynamic control of gene expression can have far-reaching implications for biotechnological applications and biological discovery. Thanks to the advantages of light, optogenetics has emerged as an ideal technology for this task. Current state-of-the-art methods for optical expression control fail to combine precision with repeatability and cannot withstand changing operating culture conditions. Here, we present a novel fully automatic experimental platform for the robust and precise long-term optogenetic regulation of protein production in liquid Escherichia coli cultures. Using a computer-controlled light-responsive two-component system, we accurately track prescribed dynamic green fluorescent protein expression profiles through the application of feedback control, and show that the system adapts to global perturbations such as nutrient and temperature changes. We demonstrate the efficacy and potential utility of our approach by placing a key metabolic enzyme under optogenetic control, thus enabling dynamic regulation of the culture growth rate with potential applications in bacterial physiology studies and biotechnology.
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spelling pubmed-50074382016-09-14 Automated optogenetic feedback control for precise and robust regulation of gene expression and cell growth Milias-Argeitis, Andreas Rullan, Marc Aoki, Stephanie K. Buchmann, Peter Khammash, Mustafa Nat Commun Article Dynamic control of gene expression can have far-reaching implications for biotechnological applications and biological discovery. Thanks to the advantages of light, optogenetics has emerged as an ideal technology for this task. Current state-of-the-art methods for optical expression control fail to combine precision with repeatability and cannot withstand changing operating culture conditions. Here, we present a novel fully automatic experimental platform for the robust and precise long-term optogenetic regulation of protein production in liquid Escherichia coli cultures. Using a computer-controlled light-responsive two-component system, we accurately track prescribed dynamic green fluorescent protein expression profiles through the application of feedback control, and show that the system adapts to global perturbations such as nutrient and temperature changes. We demonstrate the efficacy and potential utility of our approach by placing a key metabolic enzyme under optogenetic control, thus enabling dynamic regulation of the culture growth rate with potential applications in bacterial physiology studies and biotechnology. Nature Publishing Group 2016-08-26 /pmc/articles/PMC5007438/ /pubmed/27562138 http://dx.doi.org/10.1038/ncomms12546 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Milias-Argeitis, Andreas
Rullan, Marc
Aoki, Stephanie K.
Buchmann, Peter
Khammash, Mustafa
Automated optogenetic feedback control for precise and robust regulation of gene expression and cell growth
title Automated optogenetic feedback control for precise and robust regulation of gene expression and cell growth
title_full Automated optogenetic feedback control for precise and robust regulation of gene expression and cell growth
title_fullStr Automated optogenetic feedback control for precise and robust regulation of gene expression and cell growth
title_full_unstemmed Automated optogenetic feedback control for precise and robust regulation of gene expression and cell growth
title_short Automated optogenetic feedback control for precise and robust regulation of gene expression and cell growth
title_sort automated optogenetic feedback control for precise and robust regulation of gene expression and cell growth
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5007438/
https://www.ncbi.nlm.nih.gov/pubmed/27562138
http://dx.doi.org/10.1038/ncomms12546
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