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Constrained optimization of divisional load in hierarchically organized tissues during homeostasis

It has been hypothesized that the structure of tissues and the hierarchy of differentiation from stem cell to terminally differentiated cell play a significant role in reducing the incidence of cancer in that tissue. One specific mechanism by which this risk can be reduced is by minimizing the numbe...

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Detalles Bibliográficos
Autores principales: Ashcroft, Peter, Bonhoeffer, Sebastian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8864360/
https://www.ncbi.nlm.nih.gov/pubmed/35193391
http://dx.doi.org/10.1098/rsif.2021.0784
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author Ashcroft, Peter
Bonhoeffer, Sebastian
author_facet Ashcroft, Peter
Bonhoeffer, Sebastian
author_sort Ashcroft, Peter
collection PubMed
description It has been hypothesized that the structure of tissues and the hierarchy of differentiation from stem cell to terminally differentiated cell play a significant role in reducing the incidence of cancer in that tissue. One specific mechanism by which this risk can be reduced is by minimizing the number of divisions—and hence the mutational risk—that cells accumulate as they divide to maintain tissue homeostasis. Here, we investigate a mathematical model of cell division in a hierarchical tissue, calculating and minimizing the divisional load while constraining parameters such that homeostasis is maintained. We show that the minimal divisional load is achieved by binary division trees with progenitor cells incapable of self-renewal. Contrary to the protection hypothesis, we find that an increased stem cell turnover can lead to lower divisional load. Furthermore, we find that the optimal tissue structure depends on the time horizon of the duration of homeostasis, with faster stem cell division favoured in short-lived organisms and more progenitor compartments favoured in longer-lived organisms.
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spelling pubmed-88643602022-02-24 Constrained optimization of divisional load in hierarchically organized tissues during homeostasis Ashcroft, Peter Bonhoeffer, Sebastian J R Soc Interface Life Sciences–Mathematics interface It has been hypothesized that the structure of tissues and the hierarchy of differentiation from stem cell to terminally differentiated cell play a significant role in reducing the incidence of cancer in that tissue. One specific mechanism by which this risk can be reduced is by minimizing the number of divisions—and hence the mutational risk—that cells accumulate as they divide to maintain tissue homeostasis. Here, we investigate a mathematical model of cell division in a hierarchical tissue, calculating and minimizing the divisional load while constraining parameters such that homeostasis is maintained. We show that the minimal divisional load is achieved by binary division trees with progenitor cells incapable of self-renewal. Contrary to the protection hypothesis, we find that an increased stem cell turnover can lead to lower divisional load. Furthermore, we find that the optimal tissue structure depends on the time horizon of the duration of homeostasis, with faster stem cell division favoured in short-lived organisms and more progenitor compartments favoured in longer-lived organisms. The Royal Society 2022-02-23 /pmc/articles/PMC8864360/ /pubmed/35193391 http://dx.doi.org/10.1098/rsif.2021.0784 Text en © 2022 The Authors. https://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/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited.
spellingShingle Life Sciences–Mathematics interface
Ashcroft, Peter
Bonhoeffer, Sebastian
Constrained optimization of divisional load in hierarchically organized tissues during homeostasis
title Constrained optimization of divisional load in hierarchically organized tissues during homeostasis
title_full Constrained optimization of divisional load in hierarchically organized tissues during homeostasis
title_fullStr Constrained optimization of divisional load in hierarchically organized tissues during homeostasis
title_full_unstemmed Constrained optimization of divisional load in hierarchically organized tissues during homeostasis
title_short Constrained optimization of divisional load in hierarchically organized tissues during homeostasis
title_sort constrained optimization of divisional load in hierarchically organized tissues during homeostasis
topic Life Sciences–Mathematics interface
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8864360/
https://www.ncbi.nlm.nih.gov/pubmed/35193391
http://dx.doi.org/10.1098/rsif.2021.0784
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