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Modeling the dynamics of oligodendrocyte precursor cells and the genesis of gliomas

Oligodendrocyte precursor cells (OPCs) have remarkable properties: they represent the most abundant cycling cell population in the adult normal brain and they manage to achieve a uniform and constant density throughout the adult brain. This equilibrium is obtained by the interplay of four processes:...

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Autores principales: Dufour, Aloys, Gontran, Emilie, Deroulers, Christophe, Varlet, Pascale, Pallud, Johan, Grammaticos, Basile, Badoual, Mathilde
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5903643/
https://www.ncbi.nlm.nih.gov/pubmed/29590097
http://dx.doi.org/10.1371/journal.pcbi.1005977
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author Dufour, Aloys
Gontran, Emilie
Deroulers, Christophe
Varlet, Pascale
Pallud, Johan
Grammaticos, Basile
Badoual, Mathilde
author_facet Dufour, Aloys
Gontran, Emilie
Deroulers, Christophe
Varlet, Pascale
Pallud, Johan
Grammaticos, Basile
Badoual, Mathilde
author_sort Dufour, Aloys
collection PubMed
description Oligodendrocyte precursor cells (OPCs) have remarkable properties: they represent the most abundant cycling cell population in the adult normal brain and they manage to achieve a uniform and constant density throughout the adult brain. This equilibrium is obtained by the interplay of four processes: division, differentiation or death, migration and active self-repulsion. They are also strongly suspected to be at the origin of gliomas, when their equilibrium is disrupted. In this article, we present a model of the dynamics of OPCs, first in a normal tissue. This model is based on a cellular automaton and its rules are mimicking the ones that regulate the dynamics of real OPCs. The model is able to reproduce the homeostasis of the cell population, with the maintenance of a constant and uniform cell density and the healing of a lesion. We show that there exists a fair quantitative agreement between the simulated and experimental parameters, such as the cell velocity, the time taken to close a lesion, and the duration of the cell cycle. We present three possible scenarios of disruption of the equilibrium: the appearance of an over-proliferating cell, of a deadless/non-differentiating cell, or of a cell that lost any contact-inhibition. We show that the appearance of an over-proliferating cell is sufficient to trigger the growth of a tumor that has low-grade glioma features: an invasive behaviour, a linear radial growth of the tumor with a corresponding growth velocity of less than 2 mm per year, as well a cell density at the center which exceeds the one in normal tissue by a factor of less than two. The loss of contact inhibition leads to a more high-grade-like glioma. The results of our model contribute to the body of evidence that identify OPCs as possible cells of origin of gliomas.
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spelling pubmed-59036432018-04-27 Modeling the dynamics of oligodendrocyte precursor cells and the genesis of gliomas Dufour, Aloys Gontran, Emilie Deroulers, Christophe Varlet, Pascale Pallud, Johan Grammaticos, Basile Badoual, Mathilde PLoS Comput Biol Research Article Oligodendrocyte precursor cells (OPCs) have remarkable properties: they represent the most abundant cycling cell population in the adult normal brain and they manage to achieve a uniform and constant density throughout the adult brain. This equilibrium is obtained by the interplay of four processes: division, differentiation or death, migration and active self-repulsion. They are also strongly suspected to be at the origin of gliomas, when their equilibrium is disrupted. In this article, we present a model of the dynamics of OPCs, first in a normal tissue. This model is based on a cellular automaton and its rules are mimicking the ones that regulate the dynamics of real OPCs. The model is able to reproduce the homeostasis of the cell population, with the maintenance of a constant and uniform cell density and the healing of a lesion. We show that there exists a fair quantitative agreement between the simulated and experimental parameters, such as the cell velocity, the time taken to close a lesion, and the duration of the cell cycle. We present three possible scenarios of disruption of the equilibrium: the appearance of an over-proliferating cell, of a deadless/non-differentiating cell, or of a cell that lost any contact-inhibition. We show that the appearance of an over-proliferating cell is sufficient to trigger the growth of a tumor that has low-grade glioma features: an invasive behaviour, a linear radial growth of the tumor with a corresponding growth velocity of less than 2 mm per year, as well a cell density at the center which exceeds the one in normal tissue by a factor of less than two. The loss of contact inhibition leads to a more high-grade-like glioma. The results of our model contribute to the body of evidence that identify OPCs as possible cells of origin of gliomas. Public Library of Science 2018-03-28 /pmc/articles/PMC5903643/ /pubmed/29590097 http://dx.doi.org/10.1371/journal.pcbi.1005977 Text en © 2018 Dufour 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Dufour, Aloys
Gontran, Emilie
Deroulers, Christophe
Varlet, Pascale
Pallud, Johan
Grammaticos, Basile
Badoual, Mathilde
Modeling the dynamics of oligodendrocyte precursor cells and the genesis of gliomas
title Modeling the dynamics of oligodendrocyte precursor cells and the genesis of gliomas
title_full Modeling the dynamics of oligodendrocyte precursor cells and the genesis of gliomas
title_fullStr Modeling the dynamics of oligodendrocyte precursor cells and the genesis of gliomas
title_full_unstemmed Modeling the dynamics of oligodendrocyte precursor cells and the genesis of gliomas
title_short Modeling the dynamics of oligodendrocyte precursor cells and the genesis of gliomas
title_sort modeling the dynamics of oligodendrocyte precursor cells and the genesis of gliomas
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5903643/
https://www.ncbi.nlm.nih.gov/pubmed/29590097
http://dx.doi.org/10.1371/journal.pcbi.1005977
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