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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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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. |
format | Online Article Text |
id | pubmed-8079375 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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