Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Edwards, Jack, Marusyk, Andriy, Basanta, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
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
_version_ 1783626094485700608
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
work_keys_str_mv AT edwardsjack selectiondriventumorevolutionwithpublicgoodsleadstopatternsofclonalexpansionconsistentwithneutralgrowth
AT marusykandriy selectiondriventumorevolutionwithpublicgoodsleadstopatternsofclonalexpansionconsistentwithneutralgrowth
AT basantadavid selectiondriventumorevolutionwithpublicgoodsleadstopatternsofclonalexpansionconsistentwithneutralgrowth