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Exploiting evolutionary steering to induce collateral drug sensitivity in cancer
Drug resistance mediated by clonal evolution is arguably the biggest problem in cancer therapy today. However, evolving resistance to one drug may come at a cost of decreased fecundity or increased sensitivity to another drug. These evolutionary trade-offs can be exploited using ‘evolutionary steeri...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7174377/ https://www.ncbi.nlm.nih.gov/pubmed/32317663 http://dx.doi.org/10.1038/s41467-020-15596-z |
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author | Acar, Ahmet Nichol, Daniel Fernandez-Mateos, Javier Cresswell, George D. Barozzi, Iros Hong, Sung Pil Trahearn, Nicholas Spiteri, Inmaculada Stubbs, Mark Burke, Rosemary Stewart, Adam Caravagna, Giulio Werner, Benjamin Vlachogiannis, Georgios Maley, Carlo C. Magnani, Luca Valeri, Nicola Banerji, Udai Sottoriva, Andrea |
author_facet | Acar, Ahmet Nichol, Daniel Fernandez-Mateos, Javier Cresswell, George D. Barozzi, Iros Hong, Sung Pil Trahearn, Nicholas Spiteri, Inmaculada Stubbs, Mark Burke, Rosemary Stewart, Adam Caravagna, Giulio Werner, Benjamin Vlachogiannis, Georgios Maley, Carlo C. Magnani, Luca Valeri, Nicola Banerji, Udai Sottoriva, Andrea |
author_sort | Acar, Ahmet |
collection | PubMed |
description | Drug resistance mediated by clonal evolution is arguably the biggest problem in cancer therapy today. However, evolving resistance to one drug may come at a cost of decreased fecundity or increased sensitivity to another drug. These evolutionary trade-offs can be exploited using ‘evolutionary steering’ to control the tumour population and delay resistance. However, recapitulating cancer evolutionary dynamics experimentally remains challenging. Here, we present an approach for evolutionary steering based on a combination of single-cell barcoding, large populations of 10(8)–10(9) cells grown without re-plating, longitudinal non-destructive monitoring of cancer clones, and mathematical modelling of tumour evolution. We demonstrate evolutionary steering in a lung cancer model, showing that it shifts the clonal composition of the tumour in our favour, leading to collateral sensitivity and proliferative costs. Genomic profiling revealed some of the mechanisms that drive evolved sensitivity. This approach allows modelling evolutionary steering strategies that can potentially control treatment resistance. |
format | Online Article Text |
id | pubmed-7174377 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-71743772020-04-28 Exploiting evolutionary steering to induce collateral drug sensitivity in cancer Acar, Ahmet Nichol, Daniel Fernandez-Mateos, Javier Cresswell, George D. Barozzi, Iros Hong, Sung Pil Trahearn, Nicholas Spiteri, Inmaculada Stubbs, Mark Burke, Rosemary Stewart, Adam Caravagna, Giulio Werner, Benjamin Vlachogiannis, Georgios Maley, Carlo C. Magnani, Luca Valeri, Nicola Banerji, Udai Sottoriva, Andrea Nat Commun Article Drug resistance mediated by clonal evolution is arguably the biggest problem in cancer therapy today. However, evolving resistance to one drug may come at a cost of decreased fecundity or increased sensitivity to another drug. These evolutionary trade-offs can be exploited using ‘evolutionary steering’ to control the tumour population and delay resistance. However, recapitulating cancer evolutionary dynamics experimentally remains challenging. Here, we present an approach for evolutionary steering based on a combination of single-cell barcoding, large populations of 10(8)–10(9) cells grown without re-plating, longitudinal non-destructive monitoring of cancer clones, and mathematical modelling of tumour evolution. We demonstrate evolutionary steering in a lung cancer model, showing that it shifts the clonal composition of the tumour in our favour, leading to collateral sensitivity and proliferative costs. Genomic profiling revealed some of the mechanisms that drive evolved sensitivity. This approach allows modelling evolutionary steering strategies that can potentially control treatment resistance. Nature Publishing Group UK 2020-04-21 /pmc/articles/PMC7174377/ /pubmed/32317663 http://dx.doi.org/10.1038/s41467-020-15596-z 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 Acar, Ahmet Nichol, Daniel Fernandez-Mateos, Javier Cresswell, George D. Barozzi, Iros Hong, Sung Pil Trahearn, Nicholas Spiteri, Inmaculada Stubbs, Mark Burke, Rosemary Stewart, Adam Caravagna, Giulio Werner, Benjamin Vlachogiannis, Georgios Maley, Carlo C. Magnani, Luca Valeri, Nicola Banerji, Udai Sottoriva, Andrea Exploiting evolutionary steering to induce collateral drug sensitivity in cancer |
title | Exploiting evolutionary steering to induce collateral drug sensitivity in cancer |
title_full | Exploiting evolutionary steering to induce collateral drug sensitivity in cancer |
title_fullStr | Exploiting evolutionary steering to induce collateral drug sensitivity in cancer |
title_full_unstemmed | Exploiting evolutionary steering to induce collateral drug sensitivity in cancer |
title_short | Exploiting evolutionary steering to induce collateral drug sensitivity in cancer |
title_sort | exploiting evolutionary steering to induce collateral drug sensitivity in cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7174377/ https://www.ncbi.nlm.nih.gov/pubmed/32317663 http://dx.doi.org/10.1038/s41467-020-15596-z |
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