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In vitro implementation of robust gene regulation in a synthetic biomolecular integral controller

Feedback mechanisms play a critical role in the maintenance of cell homeostasis in the presence of disturbances and uncertainties. Motivated by the need to tune the dynamics and improve the robustness of gene circuits, biological engineers have proposed various designs that mimic natural molecular f...

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Autores principales: Agrawal, Deepak K., Marshall, Ryan, Noireaux, Vincent, Sontag, Eduardo D
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6917713/
https://www.ncbi.nlm.nih.gov/pubmed/31848346
http://dx.doi.org/10.1038/s41467-019-13626-z
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author Agrawal, Deepak K.
Marshall, Ryan
Noireaux, Vincent
Sontag, Eduardo D
author_facet Agrawal, Deepak K.
Marshall, Ryan
Noireaux, Vincent
Sontag, Eduardo D
author_sort Agrawal, Deepak K.
collection PubMed
description Feedback mechanisms play a critical role in the maintenance of cell homeostasis in the presence of disturbances and uncertainties. Motivated by the need to tune the dynamics and improve the robustness of gene circuits, biological engineers have proposed various designs that mimic natural molecular feedback control mechanisms. However, practical and predictable implementations have proved challenging because of the complexity of synthesis and analysis of complex biomolecular networks. Here, we analyze and experimentally validate a synthetic biomolecular controller executed in vitro. The controller ensures that gene expression rate tracks an externally imposed reference level, and achieves this goal even in the presence of certain kinds of disturbances. Our design relies upon an analog of the well-known principle of integral feedback in control theory. We implement the controller in an Escherichia coli cell-free transcription-translation system, which allows rapid prototyping and implementation. Modeling and theory guide experimental implementation with well-defined operational predictability.
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spelling pubmed-69177132019-12-19 In vitro implementation of robust gene regulation in a synthetic biomolecular integral controller Agrawal, Deepak K. Marshall, Ryan Noireaux, Vincent Sontag, Eduardo D Nat Commun Article Feedback mechanisms play a critical role in the maintenance of cell homeostasis in the presence of disturbances and uncertainties. Motivated by the need to tune the dynamics and improve the robustness of gene circuits, biological engineers have proposed various designs that mimic natural molecular feedback control mechanisms. However, practical and predictable implementations have proved challenging because of the complexity of synthesis and analysis of complex biomolecular networks. Here, we analyze and experimentally validate a synthetic biomolecular controller executed in vitro. The controller ensures that gene expression rate tracks an externally imposed reference level, and achieves this goal even in the presence of certain kinds of disturbances. Our design relies upon an analog of the well-known principle of integral feedback in control theory. We implement the controller in an Escherichia coli cell-free transcription-translation system, which allows rapid prototyping and implementation. Modeling and theory guide experimental implementation with well-defined operational predictability. Nature Publishing Group UK 2019-12-17 /pmc/articles/PMC6917713/ /pubmed/31848346 http://dx.doi.org/10.1038/s41467-019-13626-z Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Agrawal, Deepak K.
Marshall, Ryan
Noireaux, Vincent
Sontag, Eduardo D
In vitro implementation of robust gene regulation in a synthetic biomolecular integral controller
title In vitro implementation of robust gene regulation in a synthetic biomolecular integral controller
title_full In vitro implementation of robust gene regulation in a synthetic biomolecular integral controller
title_fullStr In vitro implementation of robust gene regulation in a synthetic biomolecular integral controller
title_full_unstemmed In vitro implementation of robust gene regulation in a synthetic biomolecular integral controller
title_short In vitro implementation of robust gene regulation in a synthetic biomolecular integral controller
title_sort in vitro implementation of robust gene regulation in a synthetic biomolecular integral controller
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6917713/
https://www.ncbi.nlm.nih.gov/pubmed/31848346
http://dx.doi.org/10.1038/s41467-019-13626-z
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