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Regulation strategies for two-output biomolecular networks

Feedback control theory facilitates the development of self-regulating systems with desired performance which are predictable and insensitive to disturbances. Feedback regulatory topologies are found in many natural systems and have been of key importance in the design of reliable synthetic bio-devi...

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Autores principales: Alexis, Emmanouil, Schulte, Carolin C. M., Cardelli, Luca, Papachristodoulou, Antonis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10394417/
https://www.ncbi.nlm.nih.gov/pubmed/37528680
http://dx.doi.org/10.1098/rsif.2023.0174
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author Alexis, Emmanouil
Schulte, Carolin C. M.
Cardelli, Luca
Papachristodoulou, Antonis
author_facet Alexis, Emmanouil
Schulte, Carolin C. M.
Cardelli, Luca
Papachristodoulou, Antonis
author_sort Alexis, Emmanouil
collection PubMed
description Feedback control theory facilitates the development of self-regulating systems with desired performance which are predictable and insensitive to disturbances. Feedback regulatory topologies are found in many natural systems and have been of key importance in the design of reliable synthetic bio-devices operating in complex biological environments. Here, we study control schemes for biomolecular processes with two outputs of interest, expanding previously described concepts based on single-output systems. Regulation of such processes may unlock new design possibilities but can be challenging due to coupling interactions; also potential disturbances applied on one of the outputs may affect both. We therefore propose architectures for robustly manipulating the ratio/product and linear combinations of the outputs as well as each of the outputs independently. To demonstrate their characteristics, we apply these architectures to a simple process of two mutually activated biomolecular species. We also highlight the potential for experimental implementation by exploring synthetic realizations both in vivo and in vitro. This work presents an important step forward in building bio-devices capable of sophisticated functions.
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spelling pubmed-103944172023-08-03 Regulation strategies for two-output biomolecular networks Alexis, Emmanouil Schulte, Carolin C. M. Cardelli, Luca Papachristodoulou, Antonis J R Soc Interface Life Sciences–Engineering interface Feedback control theory facilitates the development of self-regulating systems with desired performance which are predictable and insensitive to disturbances. Feedback regulatory topologies are found in many natural systems and have been of key importance in the design of reliable synthetic bio-devices operating in complex biological environments. Here, we study control schemes for biomolecular processes with two outputs of interest, expanding previously described concepts based on single-output systems. Regulation of such processes may unlock new design possibilities but can be challenging due to coupling interactions; also potential disturbances applied on one of the outputs may affect both. We therefore propose architectures for robustly manipulating the ratio/product and linear combinations of the outputs as well as each of the outputs independently. To demonstrate their characteristics, we apply these architectures to a simple process of two mutually activated biomolecular species. We also highlight the potential for experimental implementation by exploring synthetic realizations both in vivo and in vitro. This work presents an important step forward in building bio-devices capable of sophisticated functions. The Royal Society 2023-08-02 /pmc/articles/PMC10394417/ /pubmed/37528680 http://dx.doi.org/10.1098/rsif.2023.0174 Text en © 2023 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited.
spellingShingle Life Sciences–Engineering interface
Alexis, Emmanouil
Schulte, Carolin C. M.
Cardelli, Luca
Papachristodoulou, Antonis
Regulation strategies for two-output biomolecular networks
title Regulation strategies for two-output biomolecular networks
title_full Regulation strategies for two-output biomolecular networks
title_fullStr Regulation strategies for two-output biomolecular networks
title_full_unstemmed Regulation strategies for two-output biomolecular networks
title_short Regulation strategies for two-output biomolecular networks
title_sort regulation strategies for two-output biomolecular networks
topic Life Sciences–Engineering interface
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10394417/
https://www.ncbi.nlm.nih.gov/pubmed/37528680
http://dx.doi.org/10.1098/rsif.2023.0174
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