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Evolutionary triage governs fitness in driver and passenger mutations and suggests targeting never mutations
Genetic and epigenetic changes in cancer cells are typically divided into “drivers” and “passengers”. Drug development strategies target driver mutations, but inter- and intra-tumoral heterogeneity usually results in emergence of resistance. Here we model intratumoral evolution in the context of a f...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4260773/ https://www.ncbi.nlm.nih.gov/pubmed/25407411 http://dx.doi.org/10.1038/ncomms6499 |
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author | Gatenby, R A. Cunningham, J. J. Brown, J. S. |
author_facet | Gatenby, R A. Cunningham, J. J. Brown, J. S. |
author_sort | Gatenby, R A. |
collection | PubMed |
description | Genetic and epigenetic changes in cancer cells are typically divided into “drivers” and “passengers”. Drug development strategies target driver mutations, but inter- and intra-tumoral heterogeneity usually results in emergence of resistance. Here we model intratumoral evolution in the context of a fecundity/survivorship trade-off. Simulations demonstrate the fitness value, of any genetic change is not fixed but dependent on evolutionary triage governed by initial cell properties, current selection forces, and prior genotypic/phenotypic trajectories. We demonstrate spatial variations in molecular properties of tumor cells are the result of changes in environmental selection forces such as blood flow. Simulated therapies targeting fitness-increasing (driver) mutations usually decrease the tumor burden but almost inevitably fail due to population heterogeneity. An alternative strategy targets gene mutations that are never observed. Because up or down regulation of these genes unconditionally reduces cellular fitness, they are eliminated by evolutionary triage but can be exploited for targeted therapy. |
format | Online Article Text |
id | pubmed-4260773 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
record_format | MEDLINE/PubMed |
spelling | pubmed-42607732015-05-19 Evolutionary triage governs fitness in driver and passenger mutations and suggests targeting never mutations Gatenby, R A. Cunningham, J. J. Brown, J. S. Nat Commun Article Genetic and epigenetic changes in cancer cells are typically divided into “drivers” and “passengers”. Drug development strategies target driver mutations, but inter- and intra-tumoral heterogeneity usually results in emergence of resistance. Here we model intratumoral evolution in the context of a fecundity/survivorship trade-off. Simulations demonstrate the fitness value, of any genetic change is not fixed but dependent on evolutionary triage governed by initial cell properties, current selection forces, and prior genotypic/phenotypic trajectories. We demonstrate spatial variations in molecular properties of tumor cells are the result of changes in environmental selection forces such as blood flow. Simulated therapies targeting fitness-increasing (driver) mutations usually decrease the tumor burden but almost inevitably fail due to population heterogeneity. An alternative strategy targets gene mutations that are never observed. Because up or down regulation of these genes unconditionally reduces cellular fitness, they are eliminated by evolutionary triage but can be exploited for targeted therapy. 2014-11-19 /pmc/articles/PMC4260773/ /pubmed/25407411 http://dx.doi.org/10.1038/ncomms6499 Text en http://www.nature.com/authors/editorial_policies/license.html#terms Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms |
spellingShingle | Article Gatenby, R A. Cunningham, J. J. Brown, J. S. Evolutionary triage governs fitness in driver and passenger mutations and suggests targeting never mutations |
title | Evolutionary triage governs fitness in driver and passenger mutations and suggests targeting never mutations |
title_full | Evolutionary triage governs fitness in driver and passenger mutations and suggests targeting never mutations |
title_fullStr | Evolutionary triage governs fitness in driver and passenger mutations and suggests targeting never mutations |
title_full_unstemmed | Evolutionary triage governs fitness in driver and passenger mutations and suggests targeting never mutations |
title_short | Evolutionary triage governs fitness in driver and passenger mutations and suggests targeting never mutations |
title_sort | evolutionary triage governs fitness in driver and passenger mutations and suggests targeting never mutations |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4260773/ https://www.ncbi.nlm.nih.gov/pubmed/25407411 http://dx.doi.org/10.1038/ncomms6499 |
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