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Spatial competition constrains resistance to targeted cancer therapy
Adaptive therapy (AT) aims to control tumour burden by maintaining therapy-sensitive cells to exploit their competition with resistant cells. This relies on the assumption that resistant cells have impaired cellular fitness. Here, using a model of resistance to a pharmacological cyclin-dependent kin...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5722825/ https://www.ncbi.nlm.nih.gov/pubmed/29222471 http://dx.doi.org/10.1038/s41467-017-01516-1 |
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author | Bacevic, Katarina Noble, Robert Soffar, Ahmed Wael Ammar, Orchid Boszonyik, Benjamin Prieto, Susana Vincent, Charles Hochberg, Michael E. Krasinska, Liliana Fisher, Daniel |
author_facet | Bacevic, Katarina Noble, Robert Soffar, Ahmed Wael Ammar, Orchid Boszonyik, Benjamin Prieto, Susana Vincent, Charles Hochberg, Michael E. Krasinska, Liliana Fisher, Daniel |
author_sort | Bacevic, Katarina |
collection | PubMed |
description | Adaptive therapy (AT) aims to control tumour burden by maintaining therapy-sensitive cells to exploit their competition with resistant cells. This relies on the assumption that resistant cells have impaired cellular fitness. Here, using a model of resistance to a pharmacological cyclin-dependent kinase inhibitor (CDKi), we show that this assumption is valid when competition between cells is spatially structured. We generate CDKi-resistant cancer cells and find that they have reduced proliferative fitness and stably rewired cell cycle control pathways. Low-dose CDKi outperforms high-dose CDKi in controlling tumour burden and resistance in tumour spheroids, but not in monolayer culture. Mathematical modelling indicates that tumour spatial structure amplifies the fitness penalty of resistant cells, and identifies their relative fitness as a critical determinant of the clinical benefit of AT. Our results justify further investigation of AT with kinase inhibitors. |
format | Online Article Text |
id | pubmed-5722825 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-57228252017-12-11 Spatial competition constrains resistance to targeted cancer therapy Bacevic, Katarina Noble, Robert Soffar, Ahmed Wael Ammar, Orchid Boszonyik, Benjamin Prieto, Susana Vincent, Charles Hochberg, Michael E. Krasinska, Liliana Fisher, Daniel Nat Commun Article Adaptive therapy (AT) aims to control tumour burden by maintaining therapy-sensitive cells to exploit their competition with resistant cells. This relies on the assumption that resistant cells have impaired cellular fitness. Here, using a model of resistance to a pharmacological cyclin-dependent kinase inhibitor (CDKi), we show that this assumption is valid when competition between cells is spatially structured. We generate CDKi-resistant cancer cells and find that they have reduced proliferative fitness and stably rewired cell cycle control pathways. Low-dose CDKi outperforms high-dose CDKi in controlling tumour burden and resistance in tumour spheroids, but not in monolayer culture. Mathematical modelling indicates that tumour spatial structure amplifies the fitness penalty of resistant cells, and identifies their relative fitness as a critical determinant of the clinical benefit of AT. Our results justify further investigation of AT with kinase inhibitors. Nature Publishing Group UK 2017-12-08 /pmc/articles/PMC5722825/ /pubmed/29222471 http://dx.doi.org/10.1038/s41467-017-01516-1 Text en © The Author(s) 2017 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 Bacevic, Katarina Noble, Robert Soffar, Ahmed Wael Ammar, Orchid Boszonyik, Benjamin Prieto, Susana Vincent, Charles Hochberg, Michael E. Krasinska, Liliana Fisher, Daniel Spatial competition constrains resistance to targeted cancer therapy |
title | Spatial competition constrains resistance to targeted cancer therapy |
title_full | Spatial competition constrains resistance to targeted cancer therapy |
title_fullStr | Spatial competition constrains resistance to targeted cancer therapy |
title_full_unstemmed | Spatial competition constrains resistance to targeted cancer therapy |
title_short | Spatial competition constrains resistance to targeted cancer therapy |
title_sort | spatial competition constrains resistance to targeted cancer therapy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5722825/ https://www.ncbi.nlm.nih.gov/pubmed/29222471 http://dx.doi.org/10.1038/s41467-017-01516-1 |
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