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Dynamics of growth factor production in monolayers of cancer cells and evolution of resistance to anticancer therapies
Tumor heterogeneity is well documented for many characters, including the production of growth factors, which improve tumor proliferation and promote resistance against apoptosis and against immune reaction. What maintains heterogeneity remains an open question that has implications for diagnosis an...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons Ltd
2013
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3901545/ https://www.ncbi.nlm.nih.gov/pubmed/24478797 http://dx.doi.org/10.1111/eva.12092 |
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author | Archetti, Marco |
author_facet | Archetti, Marco |
author_sort | Archetti, Marco |
collection | PubMed |
description | Tumor heterogeneity is well documented for many characters, including the production of growth factors, which improve tumor proliferation and promote resistance against apoptosis and against immune reaction. What maintains heterogeneity remains an open question that has implications for diagnosis and treatment. While it has been suggested that therapies targeting growth factors are robust against evolved resistance, current therapies against growth factors, like antiangiogenic drugs, are not effective in the long term, as resistant mutants can evolve and lead to relapse. We use evolutionary game theory to study the dynamics of the production of growth factors by monolayers of cancer cells and to understand the effect of therapies that target growth factors. The dynamics depend on the production cost of the growth factor, on its diffusion range and on the type of benefit it confers to the cells. Stable heterogeneity is a typical outcome of the dynamics, while a pure equilibrium of nonproducer cells is possible under certain conditions. Such pure equilibrium can be the goal of new anticancer therapies. We show that current therapies, instead, can be effective only if growth factors are almost completely eliminated and if the reduction is almost immediate. |
format | Online Article Text |
id | pubmed-3901545 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | John Wiley & Sons Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-39015452014-01-29 Dynamics of growth factor production in monolayers of cancer cells and evolution of resistance to anticancer therapies Archetti, Marco Evol Appl Original Articles Tumor heterogeneity is well documented for many characters, including the production of growth factors, which improve tumor proliferation and promote resistance against apoptosis and against immune reaction. What maintains heterogeneity remains an open question that has implications for diagnosis and treatment. While it has been suggested that therapies targeting growth factors are robust against evolved resistance, current therapies against growth factors, like antiangiogenic drugs, are not effective in the long term, as resistant mutants can evolve and lead to relapse. We use evolutionary game theory to study the dynamics of the production of growth factors by monolayers of cancer cells and to understand the effect of therapies that target growth factors. The dynamics depend on the production cost of the growth factor, on its diffusion range and on the type of benefit it confers to the cells. Stable heterogeneity is a typical outcome of the dynamics, while a pure equilibrium of nonproducer cells is possible under certain conditions. Such pure equilibrium can be the goal of new anticancer therapies. We show that current therapies, instead, can be effective only if growth factors are almost completely eliminated and if the reduction is almost immediate. John Wiley & Sons Ltd 2013-12 2013-08-15 /pmc/articles/PMC3901545/ /pubmed/24478797 http://dx.doi.org/10.1111/eva.12092 Text en © 2013 The Authors. Evolutionary Applications published by John Wiley & Sons Ltd. http://creativecommons.org/licenses/by/3.0/ This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Articles Archetti, Marco Dynamics of growth factor production in monolayers of cancer cells and evolution of resistance to anticancer therapies |
title | Dynamics of growth factor production in monolayers of cancer cells and evolution of resistance to anticancer therapies |
title_full | Dynamics of growth factor production in monolayers of cancer cells and evolution of resistance to anticancer therapies |
title_fullStr | Dynamics of growth factor production in monolayers of cancer cells and evolution of resistance to anticancer therapies |
title_full_unstemmed | Dynamics of growth factor production in monolayers of cancer cells and evolution of resistance to anticancer therapies |
title_short | Dynamics of growth factor production in monolayers of cancer cells and evolution of resistance to anticancer therapies |
title_sort | dynamics of growth factor production in monolayers of cancer cells and evolution of resistance to anticancer therapies |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3901545/ https://www.ncbi.nlm.nih.gov/pubmed/24478797 http://dx.doi.org/10.1111/eva.12092 |
work_keys_str_mv | AT archettimarco dynamicsofgrowthfactorproductioninmonolayersofcancercellsandevolutionofresistancetoanticancertherapies |