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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-8229245 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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