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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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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. |
format | Online Article Text |
id | pubmed-6934696 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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