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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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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. |
format | Online Article Text |
id | pubmed-5654265 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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