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Selection-driven tumor evolution with public goods leads to patterns of clonal expansion consistent with neutral growth
Cancers are the result of eco-evolutionary processes fueled by heritable phenotypic diversification and driven by environmentally dependent selection. Space represents a key growth-limiting ecological resource, the ability to explore this resource is likely under strong selection. Using agent-based...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7753957/ https://www.ncbi.nlm.nih.gov/pubmed/33364589 http://dx.doi.org/10.1016/j.isci.2020.101901 |
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author | Edwards, Jack Marusyk, Andriy Basanta, David |
author_facet | Edwards, Jack Marusyk, Andriy Basanta, David |
author_sort | Edwards, Jack |
collection | PubMed |
description | Cancers are the result of eco-evolutionary processes fueled by heritable phenotypic diversification and driven by environmentally dependent selection. Space represents a key growth-limiting ecological resource, the ability to explore this resource is likely under strong selection. Using agent-based modeling, we explored the interplay between phenotypic strategies centered on gaining access to new space through cell-extrinsic degradation of extracellular matrix barriers and the exploitation of this resource through maximizing cell proliferation. While cell proliferation is a cell-intrinsic property, newly accessed space represents a public good, which can benefit both producers and non-producers. We found that this interplay results in ecological succession, enabling emergence of large, heterogeneous, and highly proliferative populations. Even though in our simulations both remodeling and proliferation strategies were under strong positive selection, their interplay led to sub-clonal architecture that could be interpreted as evidence for neutral evolution, warranting cautious interpretation of inferences from sequencing of cancer genomes. |
format | Online Article Text |
id | pubmed-7753957 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-77539572020-12-23 Selection-driven tumor evolution with public goods leads to patterns of clonal expansion consistent with neutral growth Edwards, Jack Marusyk, Andriy Basanta, David iScience Article Cancers are the result of eco-evolutionary processes fueled by heritable phenotypic diversification and driven by environmentally dependent selection. Space represents a key growth-limiting ecological resource, the ability to explore this resource is likely under strong selection. Using agent-based modeling, we explored the interplay between phenotypic strategies centered on gaining access to new space through cell-extrinsic degradation of extracellular matrix barriers and the exploitation of this resource through maximizing cell proliferation. While cell proliferation is a cell-intrinsic property, newly accessed space represents a public good, which can benefit both producers and non-producers. We found that this interplay results in ecological succession, enabling emergence of large, heterogeneous, and highly proliferative populations. Even though in our simulations both remodeling and proliferation strategies were under strong positive selection, their interplay led to sub-clonal architecture that could be interpreted as evidence for neutral evolution, warranting cautious interpretation of inferences from sequencing of cancer genomes. Elsevier 2020-12-07 /pmc/articles/PMC7753957/ /pubmed/33364589 http://dx.doi.org/10.1016/j.isci.2020.101901 Text en © 2020 The Author(s) http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Article Edwards, Jack Marusyk, Andriy Basanta, David Selection-driven tumor evolution with public goods leads to patterns of clonal expansion consistent with neutral growth |
title | Selection-driven tumor evolution with public goods leads to patterns of clonal expansion consistent with neutral growth |
title_full | Selection-driven tumor evolution with public goods leads to patterns of clonal expansion consistent with neutral growth |
title_fullStr | Selection-driven tumor evolution with public goods leads to patterns of clonal expansion consistent with neutral growth |
title_full_unstemmed | Selection-driven tumor evolution with public goods leads to patterns of clonal expansion consistent with neutral growth |
title_short | Selection-driven tumor evolution with public goods leads to patterns of clonal expansion consistent with neutral growth |
title_sort | selection-driven tumor evolution with public goods leads to patterns of clonal expansion consistent with neutral growth |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7753957/ https://www.ncbi.nlm.nih.gov/pubmed/33364589 http://dx.doi.org/10.1016/j.isci.2020.101901 |
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