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...
Main Authors: | , , |
---|---|
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 |
id |
doaj-4f665a28dfc3400780f04c05f306f20c |
---|---|
record_format |
Article |
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 |
_version_ |
1721350733484261376 |