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Clonal dominance and transplantation dynamics in hematopoietic stem cell compartments

Hematopoietic stem cells in mammals are known to reside mostly in the bone marrow, but also transitively passage in small numbers in the blood. Experimental findings have suggested that they exist in a dynamic equilibrium, continuously migrating between these two compartments. Here we construct an i...

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Detalles Bibliográficos
Autores principales: Ashcroft, Peter, Manz, Markus G., Bonhoeffer, Sebastian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5654265/
https://www.ncbi.nlm.nih.gov/pubmed/28991922
http://dx.doi.org/10.1371/journal.pcbi.1005803
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author Ashcroft, Peter
Manz, Markus G.
Bonhoeffer, Sebastian
author_facet Ashcroft, Peter
Manz, Markus G.
Bonhoeffer, Sebastian
author_sort Ashcroft, Peter
collection PubMed
description Hematopoietic stem cells in mammals are known to reside mostly in the bone marrow, but also transitively passage in small numbers in the blood. Experimental findings have suggested that they exist in a dynamic equilibrium, continuously migrating between these two compartments. Here we construct an individual-based mathematical model of this process, which is parametrised using existing empirical findings from mice. This approach allows us to quantify the amount of migration between the bone marrow niches and the peripheral blood. We use this model to investigate clonal hematopoiesis, which is a significant risk factor for hematologic cancers. We also analyse the engraftment of donor stem cells into non-conditioned and conditioned hosts, quantifying the impact of different treatment scenarios. The simplicity of the model permits a thorough mathematical analysis, providing deeper insights into the dynamics of both the model and of the real-world system. We predict the time taken for mutant clones to expand within a host, as well as chimerism levels that can be expected following transplantation therapy, and the probability that a preconditioned host is reconstituted by donor cells.
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spelling pubmed-56542652017-11-09 Clonal dominance and transplantation dynamics in hematopoietic stem cell compartments Ashcroft, Peter Manz, Markus G. Bonhoeffer, Sebastian PLoS Comput Biol Research Article Hematopoietic stem cells in mammals are known to reside mostly in the bone marrow, but also transitively passage in small numbers in the blood. Experimental findings have suggested that they exist in a dynamic equilibrium, continuously migrating between these two compartments. Here we construct an individual-based mathematical model of this process, which is parametrised using existing empirical findings from mice. This approach allows us to quantify the amount of migration between the bone marrow niches and the peripheral blood. We use this model to investigate clonal hematopoiesis, which is a significant risk factor for hematologic cancers. We also analyse the engraftment of donor stem cells into non-conditioned and conditioned hosts, quantifying the impact of different treatment scenarios. The simplicity of the model permits a thorough mathematical analysis, providing deeper insights into the dynamics of both the model and of the real-world system. We predict the time taken for mutant clones to expand within a host, as well as chimerism levels that can be expected following transplantation therapy, and the probability that a preconditioned host is reconstituted by donor cells. Public Library of Science 2017-10-09 /pmc/articles/PMC5654265/ /pubmed/28991922 http://dx.doi.org/10.1371/journal.pcbi.1005803 Text en © 2017 Ashcroft 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
Ashcroft, Peter
Manz, Markus G.
Bonhoeffer, Sebastian
Clonal dominance and transplantation dynamics in hematopoietic stem cell compartments
title Clonal dominance and transplantation dynamics in hematopoietic stem cell compartments
title_full Clonal dominance and transplantation dynamics in hematopoietic stem cell compartments
title_fullStr Clonal dominance and transplantation dynamics in hematopoietic stem cell compartments
title_full_unstemmed Clonal dominance and transplantation dynamics in hematopoietic stem cell compartments
title_short Clonal dominance and transplantation dynamics in hematopoietic stem cell compartments
title_sort clonal dominance and transplantation dynamics in hematopoietic stem cell compartments
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5654265/
https://www.ncbi.nlm.nih.gov/pubmed/28991922
http://dx.doi.org/10.1371/journal.pcbi.1005803
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