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Alpha-Emitter Radiopharmaceuticals and External Beam Radiotherapy: A Radiobiological Model for the Combined Treatment
SIMPLE SUMMARY: The linear–quadratic (LQ) model was adapted to (223)Ra therapy using brachytherapy formalism for a mixture of radionuclides, considering the contribution of all daughter isotopes in the decay chain. The LQ model allowed us to predict the two-year overall survival and neutropenia rate...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8870677/ https://www.ncbi.nlm.nih.gov/pubmed/35205825 http://dx.doi.org/10.3390/cancers14041077 |
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author | Sarnelli, Anna Belli, Maria Luisa Azzali, Irene Loi, Emiliano Severi, Stefano Strigari, Lidia |
author_facet | Sarnelli, Anna Belli, Maria Luisa Azzali, Irene Loi, Emiliano Severi, Stefano Strigari, Lidia |
author_sort | Sarnelli, Anna |
collection | PubMed |
description | SIMPLE SUMMARY: The linear–quadratic (LQ) model was adapted to (223)Ra therapy using brachytherapy formalism for a mixture of radionuclides, considering the contribution of all daughter isotopes in the decay chain. The LQ model allowed us to predict the two-year overall survival and neutropenia rates with a combination of external beam radiotherapy and (223)Ra treatment. The fitted model could be used to guide future optimization and personalization of combined treatments. ABSTRACT: Previously published studies combined external beam radiotherapy (EBRT) treatments with different activities of (223)Ra. The data of two-year overall survival (2y-OS) and neutropenia (TOX) incidence when combining EBRT and (223)Ra are not homogeneous in literature. We adapted the linear–quadratic model (LQ) to (223)Ra therapy using brachytherapy formalism for a mixture of radionuclides, considering the contribution of all daughter isotopes in the decay chain. A virtual cohort of patients undergoing (223)Ra therapy was derived using data from the literature. The doses delivered using (223)Ra and EBRT were converted into biologically equivalent doses. Fixed-effect logistic regression models were derived for both the 2y-OS and TOX and compared with available literature. Based on the literature search, four studies were identified to have reported the (223)Ra injection activity levels varying from the placebo (0) to 80 kBq/kg, associated or not with EBRT. Logistic regression models revealed a dose-dependent increase in both the 2y-OS (intercept = −1.364; slope = 0.006; p-value ≤ 0.05) and TOX (−5.035; 0.018; ≤0.05) using the EBRT schedule of 8 Gy in 1 fr. Similar results were obtained for other schedules. Discrepancies between our TOX model and those derived for EBRT combined with chemotherapy are discussed. Radiobiological models allow us to estimate dose-dependent relationships, to predict the OS and TOX following combined (223)Ra + EBRT treatment, which will guide future treatment optimization. |
format | Online Article Text |
id | pubmed-8870677 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-88706772022-02-25 Alpha-Emitter Radiopharmaceuticals and External Beam Radiotherapy: A Radiobiological Model for the Combined Treatment Sarnelli, Anna Belli, Maria Luisa Azzali, Irene Loi, Emiliano Severi, Stefano Strigari, Lidia Cancers (Basel) Article SIMPLE SUMMARY: The linear–quadratic (LQ) model was adapted to (223)Ra therapy using brachytherapy formalism for a mixture of radionuclides, considering the contribution of all daughter isotopes in the decay chain. The LQ model allowed us to predict the two-year overall survival and neutropenia rates with a combination of external beam radiotherapy and (223)Ra treatment. The fitted model could be used to guide future optimization and personalization of combined treatments. ABSTRACT: Previously published studies combined external beam radiotherapy (EBRT) treatments with different activities of (223)Ra. The data of two-year overall survival (2y-OS) and neutropenia (TOX) incidence when combining EBRT and (223)Ra are not homogeneous in literature. We adapted the linear–quadratic model (LQ) to (223)Ra therapy using brachytherapy formalism for a mixture of radionuclides, considering the contribution of all daughter isotopes in the decay chain. A virtual cohort of patients undergoing (223)Ra therapy was derived using data from the literature. The doses delivered using (223)Ra and EBRT were converted into biologically equivalent doses. Fixed-effect logistic regression models were derived for both the 2y-OS and TOX and compared with available literature. Based on the literature search, four studies were identified to have reported the (223)Ra injection activity levels varying from the placebo (0) to 80 kBq/kg, associated or not with EBRT. Logistic regression models revealed a dose-dependent increase in both the 2y-OS (intercept = −1.364; slope = 0.006; p-value ≤ 0.05) and TOX (−5.035; 0.018; ≤0.05) using the EBRT schedule of 8 Gy in 1 fr. Similar results were obtained for other schedules. Discrepancies between our TOX model and those derived for EBRT combined with chemotherapy are discussed. Radiobiological models allow us to estimate dose-dependent relationships, to predict the OS and TOX following combined (223)Ra + EBRT treatment, which will guide future treatment optimization. MDPI 2022-02-21 /pmc/articles/PMC8870677/ /pubmed/35205825 http://dx.doi.org/10.3390/cancers14041077 Text en © 2022 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 Sarnelli, Anna Belli, Maria Luisa Azzali, Irene Loi, Emiliano Severi, Stefano Strigari, Lidia Alpha-Emitter Radiopharmaceuticals and External Beam Radiotherapy: A Radiobiological Model for the Combined Treatment |
title | Alpha-Emitter Radiopharmaceuticals and External Beam Radiotherapy: A Radiobiological Model for the Combined Treatment |
title_full | Alpha-Emitter Radiopharmaceuticals and External Beam Radiotherapy: A Radiobiological Model for the Combined Treatment |
title_fullStr | Alpha-Emitter Radiopharmaceuticals and External Beam Radiotherapy: A Radiobiological Model for the Combined Treatment |
title_full_unstemmed | Alpha-Emitter Radiopharmaceuticals and External Beam Radiotherapy: A Radiobiological Model for the Combined Treatment |
title_short | Alpha-Emitter Radiopharmaceuticals and External Beam Radiotherapy: A Radiobiological Model for the Combined Treatment |
title_sort | alpha-emitter radiopharmaceuticals and external beam radiotherapy: a radiobiological model for the combined treatment |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8870677/ https://www.ncbi.nlm.nih.gov/pubmed/35205825 http://dx.doi.org/10.3390/cancers14041077 |
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