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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2022
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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. |
format | Online Article Text |
id | pubmed-8864360 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT ashcroftpeter constrainedoptimizationofdivisionalloadinhierarchicallyorganizedtissuesduringhomeostasis AT bonhoeffersebastian constrainedoptimizationofdivisionalloadinhierarchicallyorganizedtissuesduringhomeostasis |