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Non-Homogeneous Tumor Growth and Its Implications for Radiotherapy: A Phenomenological Approach

Tumor regrowth and heterogeneity are important clinical parameters during radiotherapy, and the probability of treatment benefit critically depends on the tumor progression pattern in the interval between the fractional irradiation treatments. We propose an analytic, easy-to-use method to take into...

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Detalles Bibliográficos
Autores principales: Castorina, Paolo, Castorina, Luigi, Ferini, Gianluca
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8229245/
https://www.ncbi.nlm.nih.gov/pubmed/34207503
http://dx.doi.org/10.3390/jpm11060527
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author Castorina, Paolo
Castorina, Luigi
Ferini, Gianluca
author_facet Castorina, Paolo
Castorina, Luigi
Ferini, Gianluca
author_sort Castorina, Paolo
collection PubMed
description Tumor regrowth and heterogeneity are important clinical parameters during radiotherapy, and the probability of treatment benefit critically depends on the tumor progression pattern in the interval between the fractional irradiation treatments. We propose an analytic, easy-to-use method to take into account clonal subpopulations with different specific growth rates and radiation resistances. The different strain regrowth effects, as described by Gompertz law, require a dose-boost to reproduce the survival probability of the corresponding homogeneous system and for uniform irradiation. However, the estimate of the survival fraction for a tumor with a hypoxic subpopulation is more reliable when there is a slow specific regrowth rate and when the dependence on the oxygen enhancement ratio of radiotherapy is consistently taken into account. The approach is discussed for non-linear two-population dynamics for breast cancer and can be easily generalized to a larger number of components and different tumor phenotypes.
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spelling pubmed-82292452021-06-26 Non-Homogeneous Tumor Growth and Its Implications for Radiotherapy: A Phenomenological Approach Castorina, Paolo Castorina, Luigi Ferini, Gianluca J Pers Med Article Tumor regrowth and heterogeneity are important clinical parameters during radiotherapy, and the probability of treatment benefit critically depends on the tumor progression pattern in the interval between the fractional irradiation treatments. We propose an analytic, easy-to-use method to take into account clonal subpopulations with different specific growth rates and radiation resistances. The different strain regrowth effects, as described by Gompertz law, require a dose-boost to reproduce the survival probability of the corresponding homogeneous system and for uniform irradiation. However, the estimate of the survival fraction for a tumor with a hypoxic subpopulation is more reliable when there is a slow specific regrowth rate and when the dependence on the oxygen enhancement ratio of radiotherapy is consistently taken into account. The approach is discussed for non-linear two-population dynamics for breast cancer and can be easily generalized to a larger number of components and different tumor phenotypes. MDPI 2021-06-09 /pmc/articles/PMC8229245/ /pubmed/34207503 http://dx.doi.org/10.3390/jpm11060527 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Castorina, Paolo
Castorina, Luigi
Ferini, Gianluca
Non-Homogeneous Tumor Growth and Its Implications for Radiotherapy: A Phenomenological Approach
title Non-Homogeneous Tumor Growth and Its Implications for Radiotherapy: A Phenomenological Approach
title_full Non-Homogeneous Tumor Growth and Its Implications for Radiotherapy: A Phenomenological Approach
title_fullStr Non-Homogeneous Tumor Growth and Its Implications for Radiotherapy: A Phenomenological Approach
title_full_unstemmed Non-Homogeneous Tumor Growth and Its Implications for Radiotherapy: A Phenomenological Approach
title_short Non-Homogeneous Tumor Growth and Its Implications for Radiotherapy: A Phenomenological Approach
title_sort non-homogeneous tumor growth and its implications for radiotherapy: a phenomenological approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8229245/
https://www.ncbi.nlm.nih.gov/pubmed/34207503
http://dx.doi.org/10.3390/jpm11060527
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