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Models of protein production along the cell cycle: An investigation of possible sources of noise
In this article, we quantitatively study, through stochastic models, the effects of several intracellular phenomena, such as cell volume growth, cell division, gene replication as well as fluctuations of available RNA polymerases and ribosomes. These phenomena are indeed rarely considered in classic...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6964835/ https://www.ncbi.nlm.nih.gov/pubmed/31945071 http://dx.doi.org/10.1371/journal.pone.0226016 |
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author | Dessalles, Renaud Fromion, Vincent Robert, Philippe |
author_facet | Dessalles, Renaud Fromion, Vincent Robert, Philippe |
author_sort | Dessalles, Renaud |
collection | PubMed |
description | In this article, we quantitatively study, through stochastic models, the effects of several intracellular phenomena, such as cell volume growth, cell division, gene replication as well as fluctuations of available RNA polymerases and ribosomes. These phenomena are indeed rarely considered in classic models of protein production and no relative quantitative comparison among them has been performed. The parameters for a large and representative class of proteins are determined using experimental measures. The main important and surprising conclusion of our study is to show that despite the significant fluctuations of free RNA polymerases and free ribosomes, they bring little variability to protein production contrary to what has been previously proposed in the literature. After verifying the robustness of this quite counter-intuitive result, we discuss its possible origin from a theoretical view, and interpret it as the result of a mean-field effect. |
format | Online Article Text |
id | pubmed-6964835 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-69648352020-01-26 Models of protein production along the cell cycle: An investigation of possible sources of noise Dessalles, Renaud Fromion, Vincent Robert, Philippe PLoS One Research Article In this article, we quantitatively study, through stochastic models, the effects of several intracellular phenomena, such as cell volume growth, cell division, gene replication as well as fluctuations of available RNA polymerases and ribosomes. These phenomena are indeed rarely considered in classic models of protein production and no relative quantitative comparison among them has been performed. The parameters for a large and representative class of proteins are determined using experimental measures. The main important and surprising conclusion of our study is to show that despite the significant fluctuations of free RNA polymerases and free ribosomes, they bring little variability to protein production contrary to what has been previously proposed in the literature. After verifying the robustness of this quite counter-intuitive result, we discuss its possible origin from a theoretical view, and interpret it as the result of a mean-field effect. Public Library of Science 2020-01-16 /pmc/articles/PMC6964835/ /pubmed/31945071 http://dx.doi.org/10.1371/journal.pone.0226016 Text en © 2020 Dessalles et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Dessalles, Renaud Fromion, Vincent Robert, Philippe Models of protein production along the cell cycle: An investigation of possible sources of noise |
title | Models of protein production along the cell cycle: An investigation of possible sources of noise |
title_full | Models of protein production along the cell cycle: An investigation of possible sources of noise |
title_fullStr | Models of protein production along the cell cycle: An investigation of possible sources of noise |
title_full_unstemmed | Models of protein production along the cell cycle: An investigation of possible sources of noise |
title_short | Models of protein production along the cell cycle: An investigation of possible sources of noise |
title_sort | models of protein production along the cell cycle: an investigation of possible sources of noise |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6964835/ https://www.ncbi.nlm.nih.gov/pubmed/31945071 http://dx.doi.org/10.1371/journal.pone.0226016 |
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