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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Main Authors: Paolo Castorina, Luigi Castorina, Gianluca Ferini
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Journal of Personalized Medicine
Subjects:
Online Access:https://www.mdpi.com/2075-4426/11/6/527
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spelling doaj-4f665a28dfc3400780f04c05f306f20c2021-06-30T23:40:42ZengMDPI AGJournal of Personalized Medicine2075-44262021-06-011152752710.3390/jpm11060527Non-Homogeneous Tumor Growth and Its Implications for Radiotherapy: A Phenomenological ApproachPaolo Castorina0Luigi Castorina1Gianluca Ferini2Istituto Nazionale Fisica Nucleare, 95100 Catania, ItalyREM, 95029 Viagrande, ItalyREM, 95029 Viagrande, ItalyTumor 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.https://www.mdpi.com/2075-4426/11/6/527tumor instabilityradiotherapydose-boost
collection DOAJ
language English
format Article
sources DOAJ
author Paolo Castorina
Luigi Castorina
Gianluca Ferini
spellingShingle Paolo Castorina
Luigi Castorina
Gianluca Ferini
Non-Homogeneous Tumor Growth and Its Implications for Radiotherapy: A Phenomenological Approach
Journal of Personalized Medicine
tumor instability
radiotherapy
dose-boost
author_facet Paolo Castorina
Luigi Castorina
Gianluca Ferini
author_sort Paolo Castorina
title 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_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_sort non-homogeneous tumor growth and its implications for radiotherapy: a phenomenological approach
publisher MDPI AG
series Journal of Personalized Medicine
issn 2075-4426
publishDate 2021-06-01
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.
topic tumor instability
radiotherapy
dose-boost
url https://www.mdpi.com/2075-4426/11/6/527
work_keys_str_mv AT paolocastorina nonhomogeneoustumorgrowthanditsimplicationsforradiotherapyaphenomenologicalapproach
AT luigicastorina nonhomogeneoustumorgrowthanditsimplicationsforradiotherapyaphenomenologicalapproach
AT gianlucaferini nonhomogeneoustumorgrowthanditsimplicationsforradiotherapyaphenomenologicalapproach
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