Cargando…
Modelling stem cell ageing: a multi-compartment continuum approach
Stem cells are important to generate all specialized tissues at an early life stage, and in some systems, they also have repair functions to replenish the adult tissues. Repeated cell divisions lead to the accumulation of molecular damage in stem cells, which are commonly recognized as drivers of ag...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7137970/ https://www.ncbi.nlm.nih.gov/pubmed/32269805 http://dx.doi.org/10.1098/rsos.191848 |
_version_ | 1783518513146626048 |
---|---|
author | Wang, Yanli Lo, Wing-Cheong Chou, Ching-Shin |
author_facet | Wang, Yanli Lo, Wing-Cheong Chou, Ching-Shin |
author_sort | Wang, Yanli |
collection | PubMed |
description | Stem cells are important to generate all specialized tissues at an early life stage, and in some systems, they also have repair functions to replenish the adult tissues. Repeated cell divisions lead to the accumulation of molecular damage in stem cells, which are commonly recognized as drivers of ageing. In this paper, a novel model is proposed to integrate stem cell proliferation and differentiation with damage accumulation in the stem cell ageing process. A system of two structured PDEs is used to model the population densities of stem cells (including all multiple progenitors) and terminally differentiated (TD) cells. In this system, cell cycle progression and damage accumulation are modelled by continuous dynamics, and damage segregation between daughter cells is considered at each division. Analysis and numerical simulations are conducted to study the steady-state populations and stem cell damage distributions under different damage segregation strategies. Our simulations suggest that equal distribution of the damaging substance between stem cells in a symmetric renewal and less damage retention in stem cells in the asymmetric division are favourable strategies, which reduce the death rate of the stem cells and increase the TD cell populations. Moreover, asymmetric damage segregation in stem cells leads to less concentrated damage distribution in the stem cell population, which may be more robust to the stochastic changes in the damage. The feedback regulation from stem cells can reduce oscillations and population overshoot in the process, and improve the fitness of stem cells by increasing the percentage of cells with less damage in the stem cell population. |
format | Online Article Text |
id | pubmed-7137970 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-71379702020-04-08 Modelling stem cell ageing: a multi-compartment continuum approach Wang, Yanli Lo, Wing-Cheong Chou, Ching-Shin R Soc Open Sci Mathematics Stem cells are important to generate all specialized tissues at an early life stage, and in some systems, they also have repair functions to replenish the adult tissues. Repeated cell divisions lead to the accumulation of molecular damage in stem cells, which are commonly recognized as drivers of ageing. In this paper, a novel model is proposed to integrate stem cell proliferation and differentiation with damage accumulation in the stem cell ageing process. A system of two structured PDEs is used to model the population densities of stem cells (including all multiple progenitors) and terminally differentiated (TD) cells. In this system, cell cycle progression and damage accumulation are modelled by continuous dynamics, and damage segregation between daughter cells is considered at each division. Analysis and numerical simulations are conducted to study the steady-state populations and stem cell damage distributions under different damage segregation strategies. Our simulations suggest that equal distribution of the damaging substance between stem cells in a symmetric renewal and less damage retention in stem cells in the asymmetric division are favourable strategies, which reduce the death rate of the stem cells and increase the TD cell populations. Moreover, asymmetric damage segregation in stem cells leads to less concentrated damage distribution in the stem cell population, which may be more robust to the stochastic changes in the damage. The feedback regulation from stem cells can reduce oscillations and population overshoot in the process, and improve the fitness of stem cells by increasing the percentage of cells with less damage in the stem cell population. The Royal Society 2020-03-18 /pmc/articles/PMC7137970/ /pubmed/32269805 http://dx.doi.org/10.1098/rsos.191848 Text en © 2020 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 | Mathematics Wang, Yanli Lo, Wing-Cheong Chou, Ching-Shin Modelling stem cell ageing: a multi-compartment continuum approach |
title | Modelling stem cell ageing: a multi-compartment continuum approach |
title_full | Modelling stem cell ageing: a multi-compartment continuum approach |
title_fullStr | Modelling stem cell ageing: a multi-compartment continuum approach |
title_full_unstemmed | Modelling stem cell ageing: a multi-compartment continuum approach |
title_short | Modelling stem cell ageing: a multi-compartment continuum approach |
title_sort | modelling stem cell ageing: a multi-compartment continuum approach |
topic | Mathematics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7137970/ https://www.ncbi.nlm.nih.gov/pubmed/32269805 http://dx.doi.org/10.1098/rsos.191848 |
work_keys_str_mv | AT wangyanli modellingstemcellageingamulticompartmentcontinuumapproach AT lowingcheong modellingstemcellageingamulticompartmentcontinuumapproach AT chouchingshin modellingstemcellageingamulticompartmentcontinuumapproach |