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Automatic synchronisation of the cell cycle in budding yeast through closed-loop feedback control

The cell cycle is the process by which eukaryotic cells replicate. Yeast cells cycle asynchronously with each cell in the population budding at a different time. Although there are several experimental approaches to synchronise cells, these usually work only in the short-term. Here, we build a cyber...

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Autores principales: Perrino, Giansimone, Napolitano, Sara, Galdi, Francesca, La Regina, Antonella, Fiore, Davide, Giuliano, Teresa, di Bernardo, Mario, di Bernardo, Diego
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8079375/
https://www.ncbi.nlm.nih.gov/pubmed/33907191
http://dx.doi.org/10.1038/s41467-021-22689-w
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author Perrino, Giansimone
Napolitano, Sara
Galdi, Francesca
La Regina, Antonella
Fiore, Davide
Giuliano, Teresa
di Bernardo, Mario
di Bernardo, Diego
author_facet Perrino, Giansimone
Napolitano, Sara
Galdi, Francesca
La Regina, Antonella
Fiore, Davide
Giuliano, Teresa
di Bernardo, Mario
di Bernardo, Diego
author_sort Perrino, Giansimone
collection PubMed
description The cell cycle is the process by which eukaryotic cells replicate. Yeast cells cycle asynchronously with each cell in the population budding at a different time. Although there are several experimental approaches to synchronise cells, these usually work only in the short-term. Here, we build a cyber-genetic system to achieve long-term synchronisation of the cell population, by interfacing genetically modified yeast cells with a computer by means of microfluidics to dynamically change medium, and a microscope to estimate cell cycle phases of individual cells. The computer implements a controller algorithm to decide when, and for how long, to change the growth medium to synchronise the cell-cycle across the population. Our work builds upon solid theoretical foundations provided by Control Engineering. In addition to providing an avenue for yeast cell cycle synchronisation, our work shows that control engineering can be used to automatically steer complex biological processes towards desired behaviours similarly to what is currently done with robots and autonomous vehicles.
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spelling pubmed-80793752021-05-11 Automatic synchronisation of the cell cycle in budding yeast through closed-loop feedback control Perrino, Giansimone Napolitano, Sara Galdi, Francesca La Regina, Antonella Fiore, Davide Giuliano, Teresa di Bernardo, Mario di Bernardo, Diego Nat Commun Article The cell cycle is the process by which eukaryotic cells replicate. Yeast cells cycle asynchronously with each cell in the population budding at a different time. Although there are several experimental approaches to synchronise cells, these usually work only in the short-term. Here, we build a cyber-genetic system to achieve long-term synchronisation of the cell population, by interfacing genetically modified yeast cells with a computer by means of microfluidics to dynamically change medium, and a microscope to estimate cell cycle phases of individual cells. The computer implements a controller algorithm to decide when, and for how long, to change the growth medium to synchronise the cell-cycle across the population. Our work builds upon solid theoretical foundations provided by Control Engineering. In addition to providing an avenue for yeast cell cycle synchronisation, our work shows that control engineering can be used to automatically steer complex biological processes towards desired behaviours similarly to what is currently done with robots and autonomous vehicles. Nature Publishing Group UK 2021-04-27 /pmc/articles/PMC8079375/ /pubmed/33907191 http://dx.doi.org/10.1038/s41467-021-22689-w Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Perrino, Giansimone
Napolitano, Sara
Galdi, Francesca
La Regina, Antonella
Fiore, Davide
Giuliano, Teresa
di Bernardo, Mario
di Bernardo, Diego
Automatic synchronisation of the cell cycle in budding yeast through closed-loop feedback control
title Automatic synchronisation of the cell cycle in budding yeast through closed-loop feedback control
title_full Automatic synchronisation of the cell cycle in budding yeast through closed-loop feedback control
title_fullStr Automatic synchronisation of the cell cycle in budding yeast through closed-loop feedback control
title_full_unstemmed Automatic synchronisation of the cell cycle in budding yeast through closed-loop feedback control
title_short Automatic synchronisation of the cell cycle in budding yeast through closed-loop feedback control
title_sort automatic synchronisation of the cell cycle in budding yeast through closed-loop feedback control
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8079375/
https://www.ncbi.nlm.nih.gov/pubmed/33907191
http://dx.doi.org/10.1038/s41467-021-22689-w
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