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Do Pioneer Cells Exist?
Most mathematical models of collective cell spreading make the standard assumption that the cell diffusivity and cell proliferation rate are constants that do not vary across the cell population. Here we present a combined experimental and mathematical modeling study which aims to investigate how di...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3897450/ https://www.ncbi.nlm.nih.gov/pubmed/24465576 http://dx.doi.org/10.1371/journal.pone.0085488 |
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author | Simpson, Matthew J. Haridas, Parvathi McElwain, D. L. Sean |
author_facet | Simpson, Matthew J. Haridas, Parvathi McElwain, D. L. Sean |
author_sort | Simpson, Matthew J. |
collection | PubMed |
description | Most mathematical models of collective cell spreading make the standard assumption that the cell diffusivity and cell proliferation rate are constants that do not vary across the cell population. Here we present a combined experimental and mathematical modeling study which aims to investigate how differences in the cell diffusivity and cell proliferation rate amongst a population of cells can impact the collective behavior of the population. We present data from a three-dimensional transwell migration assay that suggests that the cell diffusivity of some groups of cells within the population can be as much as three times higher than the cell diffusivity of other groups of cells within the population. Using this information, we explore the consequences of explicitly representing this variability in a mathematical model of a scratch assay where we treat the total population of cells as two, possibly distinct, subpopulations. Our results show that when we make the standard assumption that all cells within the population behave identically we observe the formation of moving fronts of cells where both subpopulations are well-mixed and indistinguishable. In contrast, when we consider the same system where the two subpopulations are distinct, we observe a very different outcome where the spreading population becomes spatially organized with the more motile subpopulation dominating at the leading edge while the less motile subpopulation is practically absent from the leading edge. These modeling predictions are consistent with previous experimental observations and suggest that standard mathematical approaches, where we treat the cell diffusivity and cell proliferation rate as constants, might not be appropriate. |
format | Online Article Text |
id | pubmed-3897450 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-38974502014-01-24 Do Pioneer Cells Exist? Simpson, Matthew J. Haridas, Parvathi McElwain, D. L. Sean PLoS One Research Article Most mathematical models of collective cell spreading make the standard assumption that the cell diffusivity and cell proliferation rate are constants that do not vary across the cell population. Here we present a combined experimental and mathematical modeling study which aims to investigate how differences in the cell diffusivity and cell proliferation rate amongst a population of cells can impact the collective behavior of the population. We present data from a three-dimensional transwell migration assay that suggests that the cell diffusivity of some groups of cells within the population can be as much as three times higher than the cell diffusivity of other groups of cells within the population. Using this information, we explore the consequences of explicitly representing this variability in a mathematical model of a scratch assay where we treat the total population of cells as two, possibly distinct, subpopulations. Our results show that when we make the standard assumption that all cells within the population behave identically we observe the formation of moving fronts of cells where both subpopulations are well-mixed and indistinguishable. In contrast, when we consider the same system where the two subpopulations are distinct, we observe a very different outcome where the spreading population becomes spatially organized with the more motile subpopulation dominating at the leading edge while the less motile subpopulation is practically absent from the leading edge. These modeling predictions are consistent with previous experimental observations and suggest that standard mathematical approaches, where we treat the cell diffusivity and cell proliferation rate as constants, might not be appropriate. Public Library of Science 2014-01-21 /pmc/articles/PMC3897450/ /pubmed/24465576 http://dx.doi.org/10.1371/journal.pone.0085488 Text en © 2014 Simpson et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Simpson, Matthew J. Haridas, Parvathi McElwain, D. L. Sean Do Pioneer Cells Exist? |
title | Do Pioneer Cells Exist? |
title_full | Do Pioneer Cells Exist? |
title_fullStr | Do Pioneer Cells Exist? |
title_full_unstemmed | Do Pioneer Cells Exist? |
title_short | Do Pioneer Cells Exist? |
title_sort | do pioneer cells exist? |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3897450/ https://www.ncbi.nlm.nih.gov/pubmed/24465576 http://dx.doi.org/10.1371/journal.pone.0085488 |
work_keys_str_mv | AT simpsonmatthewj dopioneercellsexist AT haridasparvathi dopioneercellsexist AT mcelwaindlsean dopioneercellsexist |