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Intracellular Energy Variability Modulates Cellular Decision-Making Capacity

Cells generate phenotypic diversity both during development and in response to stressful and changing environments, aiding survival. Functionally vital cell fate decisions from a range of phenotypic choices are made by regulatory networks, the dynamics of which rely on gene expression and hence depe...

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Detalles Bibliográficos
Autores principales: Kerr, Ryan, Jabbari, Sara, Johnston, Iain G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6934696/
https://www.ncbi.nlm.nih.gov/pubmed/31882965
http://dx.doi.org/10.1038/s41598-019-56587-5
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author Kerr, Ryan
Jabbari, Sara
Johnston, Iain G.
author_facet Kerr, Ryan
Jabbari, Sara
Johnston, Iain G.
author_sort Kerr, Ryan
collection PubMed
description Cells generate phenotypic diversity both during development and in response to stressful and changing environments, aiding survival. Functionally vital cell fate decisions from a range of phenotypic choices are made by regulatory networks, the dynamics of which rely on gene expression and hence depend on the cellular energy budget (and particularly ATP levels). However, despite pronounced cell-to-cell ATP differences observed across biological systems, the influence of energy availability on regulatory network dynamics is often overlooked as a cellular decision-making modulator, limiting our knowledge of how energy budgets affect cell behaviour. Here, we consider a mathematical model of a highly generalisable, ATP-dependent, decision-making regulatory network, and show that cell-to-cell ATP variability changes the sets of decisions a cell can make. Our model shows that increasing intracellular energy levels can increase the number of supported stable phenotypes, corresponding to increased decision-making capacity. Model cells with sub-threshold intracellular energy are limited to a singular phenotype, forcing the adoption of a specific cell fate. We suggest that energetic differences between cells may be an important consideration to help explain observed variability in cellular decision-making across biological systems.
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spelling pubmed-69346962019-12-30 Intracellular Energy Variability Modulates Cellular Decision-Making Capacity Kerr, Ryan Jabbari, Sara Johnston, Iain G. Sci Rep Article Cells generate phenotypic diversity both during development and in response to stressful and changing environments, aiding survival. Functionally vital cell fate decisions from a range of phenotypic choices are made by regulatory networks, the dynamics of which rely on gene expression and hence depend on the cellular energy budget (and particularly ATP levels). However, despite pronounced cell-to-cell ATP differences observed across biological systems, the influence of energy availability on regulatory network dynamics is often overlooked as a cellular decision-making modulator, limiting our knowledge of how energy budgets affect cell behaviour. Here, we consider a mathematical model of a highly generalisable, ATP-dependent, decision-making regulatory network, and show that cell-to-cell ATP variability changes the sets of decisions a cell can make. Our model shows that increasing intracellular energy levels can increase the number of supported stable phenotypes, corresponding to increased decision-making capacity. Model cells with sub-threshold intracellular energy are limited to a singular phenotype, forcing the adoption of a specific cell fate. We suggest that energetic differences between cells may be an important consideration to help explain observed variability in cellular decision-making across biological systems. Nature Publishing Group UK 2019-12-27 /pmc/articles/PMC6934696/ /pubmed/31882965 http://dx.doi.org/10.1038/s41598-019-56587-5 Text en © The Author(s) 2019 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/.
spellingShingle Article
Kerr, Ryan
Jabbari, Sara
Johnston, Iain G.
Intracellular Energy Variability Modulates Cellular Decision-Making Capacity
title Intracellular Energy Variability Modulates Cellular Decision-Making Capacity
title_full Intracellular Energy Variability Modulates Cellular Decision-Making Capacity
title_fullStr Intracellular Energy Variability Modulates Cellular Decision-Making Capacity
title_full_unstemmed Intracellular Energy Variability Modulates Cellular Decision-Making Capacity
title_short Intracellular Energy Variability Modulates Cellular Decision-Making Capacity
title_sort intracellular energy variability modulates cellular decision-making capacity
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6934696/
https://www.ncbi.nlm.nih.gov/pubmed/31882965
http://dx.doi.org/10.1038/s41598-019-56587-5
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