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Evolution and Phenotypic Selection of Cancer Stem Cells

Cells of different organs at different ages have an intrinsic set of kinetics that dictates their behavior. Transformation into cancer cells will inherit these kinetics that determine initial cell and tumor population progression dynamics. Subject to genetic mutation and epigenetic alterations, canc...

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Autores principales: Poleszczuk, Jan, Hahnfeldt, Philip, Enderling, Heiko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4351192/
https://www.ncbi.nlm.nih.gov/pubmed/25742563
http://dx.doi.org/10.1371/journal.pcbi.1004025
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author Poleszczuk, Jan
Hahnfeldt, Philip
Enderling, Heiko
author_facet Poleszczuk, Jan
Hahnfeldt, Philip
Enderling, Heiko
author_sort Poleszczuk, Jan
collection PubMed
description Cells of different organs at different ages have an intrinsic set of kinetics that dictates their behavior. Transformation into cancer cells will inherit these kinetics that determine initial cell and tumor population progression dynamics. Subject to genetic mutation and epigenetic alterations, cancer cell kinetics can change, and favorable alterations that increase cellular fitness will manifest themselves and accelerate tumor progression. We set out to investigate the emerging intratumoral heterogeneity and to determine the evolutionary trajectories of the combination of cell-intrinsic kinetics that yield aggressive tumor growth. We develop a cellular automaton model that tracks the temporal evolution of the malignant subpopulation of so-called cancer stem cells(CSC), as these cells are exclusively able to initiate and sustain tumors. We explore orthogonal cell traits, including cell migration to facilitate invasion, spontaneous cell death due to genetic drift after accumulation of irreversible deleterious mutations, symmetric cancer stem cell division that increases the cancer stem cell pool, and telomere length and erosion as a mitotic counter for inherited non-stem cancer cell proliferation potential. Our study suggests that cell proliferation potential is the strongest modulator of tumor growth. Early increase in proliferation potential yields larger populations of non-stem cancer cells(CC) that compete with CSC and thus inhibit CSC division while a reduction in proliferation potential loosens such inhibition and facilitates frequent CSC division. The sub-population of cancer stem cells in itself becomes highly heterogeneous dictating population level dynamics that vary from long-term dormancy to aggressive progression. Our study suggests that the clonal diversity that is captured in single tumor biopsy samples represents only a small proportion of the total number of phenotypes.
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spelling pubmed-43511922015-03-17 Evolution and Phenotypic Selection of Cancer Stem Cells Poleszczuk, Jan Hahnfeldt, Philip Enderling, Heiko PLoS Comput Biol Research Article Cells of different organs at different ages have an intrinsic set of kinetics that dictates their behavior. Transformation into cancer cells will inherit these kinetics that determine initial cell and tumor population progression dynamics. Subject to genetic mutation and epigenetic alterations, cancer cell kinetics can change, and favorable alterations that increase cellular fitness will manifest themselves and accelerate tumor progression. We set out to investigate the emerging intratumoral heterogeneity and to determine the evolutionary trajectories of the combination of cell-intrinsic kinetics that yield aggressive tumor growth. We develop a cellular automaton model that tracks the temporal evolution of the malignant subpopulation of so-called cancer stem cells(CSC), as these cells are exclusively able to initiate and sustain tumors. We explore orthogonal cell traits, including cell migration to facilitate invasion, spontaneous cell death due to genetic drift after accumulation of irreversible deleterious mutations, symmetric cancer stem cell division that increases the cancer stem cell pool, and telomere length and erosion as a mitotic counter for inherited non-stem cancer cell proliferation potential. Our study suggests that cell proliferation potential is the strongest modulator of tumor growth. Early increase in proliferation potential yields larger populations of non-stem cancer cells(CC) that compete with CSC and thus inhibit CSC division while a reduction in proliferation potential loosens such inhibition and facilitates frequent CSC division. The sub-population of cancer stem cells in itself becomes highly heterogeneous dictating population level dynamics that vary from long-term dormancy to aggressive progression. Our study suggests that the clonal diversity that is captured in single tumor biopsy samples represents only a small proportion of the total number of phenotypes. Public Library of Science 2015-03-05 /pmc/articles/PMC4351192/ /pubmed/25742563 http://dx.doi.org/10.1371/journal.pcbi.1004025 Text en © 2015 Poleszczuk 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
Poleszczuk, Jan
Hahnfeldt, Philip
Enderling, Heiko
Evolution and Phenotypic Selection of Cancer Stem Cells
title Evolution and Phenotypic Selection of Cancer Stem Cells
title_full Evolution and Phenotypic Selection of Cancer Stem Cells
title_fullStr Evolution and Phenotypic Selection of Cancer Stem Cells
title_full_unstemmed Evolution and Phenotypic Selection of Cancer Stem Cells
title_short Evolution and Phenotypic Selection of Cancer Stem Cells
title_sort evolution and phenotypic selection of cancer stem cells
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4351192/
https://www.ncbi.nlm.nih.gov/pubmed/25742563
http://dx.doi.org/10.1371/journal.pcbi.1004025
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