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A somatic evolutionary model of the dynamics of aneuploid cells during hematopoietic reconstitution

Aneuploidy is a feature of many cancers. Recent studies demonstrate that in the hematopoietic stem and progenitor cell (HSPC) compartment aneuploid cells have reduced fitness and are efficiently purged from the bone marrow. However, early phases of hematopoietic reconstitution following bone marrow...

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Autores principales: Rozhok, Andrii I., Silberman, Rebecca E., Higa, Kelly C., Liggett, L. Alex, Amon, Angelika, DeGregori, James
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7376010/
https://www.ncbi.nlm.nih.gov/pubmed/32699207
http://dx.doi.org/10.1038/s41598-020-68729-1
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author Rozhok, Andrii I.
Silberman, Rebecca E.
Higa, Kelly C.
Liggett, L. Alex
Amon, Angelika
DeGregori, James
author_facet Rozhok, Andrii I.
Silberman, Rebecca E.
Higa, Kelly C.
Liggett, L. Alex
Amon, Angelika
DeGregori, James
author_sort Rozhok, Andrii I.
collection PubMed
description Aneuploidy is a feature of many cancers. Recent studies demonstrate that in the hematopoietic stem and progenitor cell (HSPC) compartment aneuploid cells have reduced fitness and are efficiently purged from the bone marrow. However, early phases of hematopoietic reconstitution following bone marrow transplantation provide a window of opportunity whereby aneuploid cells rise in frequency, only to decline to basal levels thereafter. Here we demonstrate by Monte Carlo modeling that two mechanisms could underlie this aneuploidy peak: rapid expansion of the engrafted HSPC population and bone marrow microenvironment degradation caused by pre-transplantation radiation treatment. Both mechanisms reduce the strength of purifying selection acting in early post-transplantation bone marrow. We explore the contribution of other factors such as alterations in cell division rates that affect the strength of purifying selection, the balance of drift and selection imposed by the HSPC population size, and the mutation-selection balance dependent on the rate of aneuploidy generation per cell division. We propose a somatic evolutionary model for the dynamics of cells with aneuploidy or other fitness-reducing mutations during hematopoietic reconstitution following bone marrow transplantation. Similar alterations in the strength of purifying selection during cancer development could help explain the paradox of aneuploidy abundance in tumors despite somatic fitness costs.
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spelling pubmed-73760102020-07-24 A somatic evolutionary model of the dynamics of aneuploid cells during hematopoietic reconstitution Rozhok, Andrii I. Silberman, Rebecca E. Higa, Kelly C. Liggett, L. Alex Amon, Angelika DeGregori, James Sci Rep Article Aneuploidy is a feature of many cancers. Recent studies demonstrate that in the hematopoietic stem and progenitor cell (HSPC) compartment aneuploid cells have reduced fitness and are efficiently purged from the bone marrow. However, early phases of hematopoietic reconstitution following bone marrow transplantation provide a window of opportunity whereby aneuploid cells rise in frequency, only to decline to basal levels thereafter. Here we demonstrate by Monte Carlo modeling that two mechanisms could underlie this aneuploidy peak: rapid expansion of the engrafted HSPC population and bone marrow microenvironment degradation caused by pre-transplantation radiation treatment. Both mechanisms reduce the strength of purifying selection acting in early post-transplantation bone marrow. We explore the contribution of other factors such as alterations in cell division rates that affect the strength of purifying selection, the balance of drift and selection imposed by the HSPC population size, and the mutation-selection balance dependent on the rate of aneuploidy generation per cell division. We propose a somatic evolutionary model for the dynamics of cells with aneuploidy or other fitness-reducing mutations during hematopoietic reconstitution following bone marrow transplantation. Similar alterations in the strength of purifying selection during cancer development could help explain the paradox of aneuploidy abundance in tumors despite somatic fitness costs. Nature Publishing Group UK 2020-07-22 /pmc/articles/PMC7376010/ /pubmed/32699207 http://dx.doi.org/10.1038/s41598-020-68729-1 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Rozhok, Andrii I.
Silberman, Rebecca E.
Higa, Kelly C.
Liggett, L. Alex
Amon, Angelika
DeGregori, James
A somatic evolutionary model of the dynamics of aneuploid cells during hematopoietic reconstitution
title A somatic evolutionary model of the dynamics of aneuploid cells during hematopoietic reconstitution
title_full A somatic evolutionary model of the dynamics of aneuploid cells during hematopoietic reconstitution
title_fullStr A somatic evolutionary model of the dynamics of aneuploid cells during hematopoietic reconstitution
title_full_unstemmed A somatic evolutionary model of the dynamics of aneuploid cells during hematopoietic reconstitution
title_short A somatic evolutionary model of the dynamics of aneuploid cells during hematopoietic reconstitution
title_sort somatic evolutionary model of the dynamics of aneuploid cells during hematopoietic reconstitution
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7376010/
https://www.ncbi.nlm.nih.gov/pubmed/32699207
http://dx.doi.org/10.1038/s41598-020-68729-1
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