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Effects of cell-cycle-dependent expression on random fluctuations in protein levels
Expression of many genes varies as a cell transitions through different cell-cycle stages. How coupling between stochastic expression and cell cycle impacts cell-to-cell variability (noise) in the level of protein is not well understood. We analyse a model where a stable protein is synthesized in ra...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society Publishing
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5210684/ https://www.ncbi.nlm.nih.gov/pubmed/28083102 http://dx.doi.org/10.1098/rsos.160578 |
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author | Soltani, Mohammad Singh, Abhyudai |
author_facet | Soltani, Mohammad Singh, Abhyudai |
author_sort | Soltani, Mohammad |
collection | PubMed |
description | Expression of many genes varies as a cell transitions through different cell-cycle stages. How coupling between stochastic expression and cell cycle impacts cell-to-cell variability (noise) in the level of protein is not well understood. We analyse a model where a stable protein is synthesized in random bursts, and the frequency with which bursts occur varies within the cell cycle. Formulae quantifying the extent of fluctuations in the protein copy number are derived and decomposed into components arising from the cell cycle and stochastic processes. The latter stochastic component represents contributions from bursty expression and errors incurred during partitioning of molecules between daughter cells. These formulae reveal an interesting trade-off: cell-cycle dependencies that amplify the noise contribution from bursty expression also attenuate the contribution from partitioning errors. We investigate the existence of optimum strategies for coupling expression to the cell cycle that minimize the stochastic component. Intriguingly, results show that a zero production rate throughout the cell cycle, with expression only occurring just before cell division, minimizes noise from bursty expression for a fixed mean protein level. By contrast, the optimal strategy in the case of partitioning errors is to make the protein just after cell division. We provide examples of regulatory proteins that are expressed only towards the end of the cell cycle, and argue that such strategies enhance robustness of cell-cycle decisions to the intrinsic stochasticity of gene expression. |
format | Online Article Text |
id | pubmed-5210684 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | The Royal Society Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-52106842017-01-12 Effects of cell-cycle-dependent expression on random fluctuations in protein levels Soltani, Mohammad Singh, Abhyudai R Soc Open Sci Cellular and Molecular Biology Expression of many genes varies as a cell transitions through different cell-cycle stages. How coupling between stochastic expression and cell cycle impacts cell-to-cell variability (noise) in the level of protein is not well understood. We analyse a model where a stable protein is synthesized in random bursts, and the frequency with which bursts occur varies within the cell cycle. Formulae quantifying the extent of fluctuations in the protein copy number are derived and decomposed into components arising from the cell cycle and stochastic processes. The latter stochastic component represents contributions from bursty expression and errors incurred during partitioning of molecules between daughter cells. These formulae reveal an interesting trade-off: cell-cycle dependencies that amplify the noise contribution from bursty expression also attenuate the contribution from partitioning errors. We investigate the existence of optimum strategies for coupling expression to the cell cycle that minimize the stochastic component. Intriguingly, results show that a zero production rate throughout the cell cycle, with expression only occurring just before cell division, minimizes noise from bursty expression for a fixed mean protein level. By contrast, the optimal strategy in the case of partitioning errors is to make the protein just after cell division. We provide examples of regulatory proteins that are expressed only towards the end of the cell cycle, and argue that such strategies enhance robustness of cell-cycle decisions to the intrinsic stochasticity of gene expression. The Royal Society Publishing 2016-12-07 /pmc/articles/PMC5210684/ /pubmed/28083102 http://dx.doi.org/10.1098/rsos.160578 Text en © 2016 The Authors. http://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/, which permits unrestricted use, provided the original author and source are credited. |
spellingShingle | Cellular and Molecular Biology Soltani, Mohammad Singh, Abhyudai Effects of cell-cycle-dependent expression on random fluctuations in protein levels |
title | Effects of cell-cycle-dependent expression on random fluctuations in protein levels |
title_full | Effects of cell-cycle-dependent expression on random fluctuations in protein levels |
title_fullStr | Effects of cell-cycle-dependent expression on random fluctuations in protein levels |
title_full_unstemmed | Effects of cell-cycle-dependent expression on random fluctuations in protein levels |
title_short | Effects of cell-cycle-dependent expression on random fluctuations in protein levels |
title_sort | effects of cell-cycle-dependent expression on random fluctuations in protein levels |
topic | Cellular and Molecular Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5210684/ https://www.ncbi.nlm.nih.gov/pubmed/28083102 http://dx.doi.org/10.1098/rsos.160578 |
work_keys_str_mv | AT soltanimohammad effectsofcellcycledependentexpressiononrandomfluctuationsinproteinlevels AT singhabhyudai effectsofcellcycledependentexpressiononrandomfluctuationsinproteinlevels |