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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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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. |
format | Online Article Text |
id | pubmed-6917713 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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