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A Novel Framework for the Optimization of Simultaneous ThermoBrachyTherapy

SIMPLE SUMMARY: ThermoBrachyTherapy, a combination therapy where radiation and heat are simultaneously applied using needle-shaped applicators from within the target, is a potentially very effective treatment for prostate cancer. When radiation and thermal therapies are applied, the dose coverage of...

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Autores principales: Androulakis, Ioannis, Mestrom, Rob M. C., Christianen, Miranda E. M. C., Kolkman-Deurloo, Inger-Karine K., van Rhoon, Gerard C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8946271/
https://www.ncbi.nlm.nih.gov/pubmed/35326574
http://dx.doi.org/10.3390/cancers14061425
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author Androulakis, Ioannis
Mestrom, Rob M. C.
Christianen, Miranda E. M. C.
Kolkman-Deurloo, Inger-Karine K.
van Rhoon, Gerard C.
author_facet Androulakis, Ioannis
Mestrom, Rob M. C.
Christianen, Miranda E. M. C.
Kolkman-Deurloo, Inger-Karine K.
van Rhoon, Gerard C.
author_sort Androulakis, Ioannis
collection PubMed
description SIMPLE SUMMARY: ThermoBrachyTherapy, a combination therapy where radiation and heat are simultaneously applied using needle-shaped applicators from within the target, is a potentially very effective treatment for prostate cancer. When radiation and thermal therapies are applied, the dose coverage of each treatment is preplanned without considering the combined effect of the two dose distributions. In this study, we propose a method to automatically plan the thermal dose in such a treatment, based on the combined effect with the radiation. Furthermore, we apply the method on 10 patients and compare the treatment to a brachytherapy-only treatment plan. In this way, we show that, with properly optimized ThermoBrachyTherapy, we can provide equivalent combined dose coverages to the prostate, while reducing the dose delivered to critical organs surrounding the prostate, which might translate to reduced toxicity of the treatment. ABSTRACT: In high-dose-rate brachytherapy (HDR-BT) for prostate cancer treatment, interstitial hyperthermia (IHT) is applied to sensitize the tumor to the radiation (RT) dose, aiming at a more efficient treatment. Simultaneous application of HDR-BT and IHT is anticipated to provide maximum radiosensitization of the tumor. With this rationale, the ThermoBrachyTherapy applicators have been designed and developed, enabling simultaneous irradiation and heating. In this research, we present a method to optimize the three-dimensional temperature distribution for simultaneous HDR-BT and IHT based on the resulting equivalent physical dose (EQD(phys)) of the combined treatment. First, the temperature resulting from each electrode is precomputed. Then, for a given set of electrode settings and a precomputed radiation dose, the EQD(phys) is calculated based on the temperature-dependent linear-quadratic model. Finally, the optimum set of electrode settings is found through an optimization algorithm. The method is applied on implant geometries and anatomical data of 10 previously irradiated patients, using reported thermoradiobiological parameters and physical doses. We found that an equal equivalent dose coverage of the target can be achieved with a physical RT dose reduction of 20% together with a significantly lower EQD(phys) to the organs at risk (p-value < 0.001), even in the least favorable scenarios. As a result, simultaneous ThermoBrachyTherapy could lead to a relevant therapeutic benefit for patients with prostate cancer.
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spelling pubmed-89462712022-03-25 A Novel Framework for the Optimization of Simultaneous ThermoBrachyTherapy Androulakis, Ioannis Mestrom, Rob M. C. Christianen, Miranda E. M. C. Kolkman-Deurloo, Inger-Karine K. van Rhoon, Gerard C. Cancers (Basel) Article SIMPLE SUMMARY: ThermoBrachyTherapy, a combination therapy where radiation and heat are simultaneously applied using needle-shaped applicators from within the target, is a potentially very effective treatment for prostate cancer. When radiation and thermal therapies are applied, the dose coverage of each treatment is preplanned without considering the combined effect of the two dose distributions. In this study, we propose a method to automatically plan the thermal dose in such a treatment, based on the combined effect with the radiation. Furthermore, we apply the method on 10 patients and compare the treatment to a brachytherapy-only treatment plan. In this way, we show that, with properly optimized ThermoBrachyTherapy, we can provide equivalent combined dose coverages to the prostate, while reducing the dose delivered to critical organs surrounding the prostate, which might translate to reduced toxicity of the treatment. ABSTRACT: In high-dose-rate brachytherapy (HDR-BT) for prostate cancer treatment, interstitial hyperthermia (IHT) is applied to sensitize the tumor to the radiation (RT) dose, aiming at a more efficient treatment. Simultaneous application of HDR-BT and IHT is anticipated to provide maximum radiosensitization of the tumor. With this rationale, the ThermoBrachyTherapy applicators have been designed and developed, enabling simultaneous irradiation and heating. In this research, we present a method to optimize the three-dimensional temperature distribution for simultaneous HDR-BT and IHT based on the resulting equivalent physical dose (EQD(phys)) of the combined treatment. First, the temperature resulting from each electrode is precomputed. Then, for a given set of electrode settings and a precomputed radiation dose, the EQD(phys) is calculated based on the temperature-dependent linear-quadratic model. Finally, the optimum set of electrode settings is found through an optimization algorithm. The method is applied on implant geometries and anatomical data of 10 previously irradiated patients, using reported thermoradiobiological parameters and physical doses. We found that an equal equivalent dose coverage of the target can be achieved with a physical RT dose reduction of 20% together with a significantly lower EQD(phys) to the organs at risk (p-value < 0.001), even in the least favorable scenarios. As a result, simultaneous ThermoBrachyTherapy could lead to a relevant therapeutic benefit for patients with prostate cancer. MDPI 2022-03-10 /pmc/articles/PMC8946271/ /pubmed/35326574 http://dx.doi.org/10.3390/cancers14061425 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
Androulakis, Ioannis
Mestrom, Rob M. C.
Christianen, Miranda E. M. C.
Kolkman-Deurloo, Inger-Karine K.
van Rhoon, Gerard C.
A Novel Framework for the Optimization of Simultaneous ThermoBrachyTherapy
title A Novel Framework for the Optimization of Simultaneous ThermoBrachyTherapy
title_full A Novel Framework for the Optimization of Simultaneous ThermoBrachyTherapy
title_fullStr A Novel Framework for the Optimization of Simultaneous ThermoBrachyTherapy
title_full_unstemmed A Novel Framework for the Optimization of Simultaneous ThermoBrachyTherapy
title_short A Novel Framework for the Optimization of Simultaneous ThermoBrachyTherapy
title_sort novel framework for the optimization of simultaneous thermobrachytherapy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8946271/
https://www.ncbi.nlm.nih.gov/pubmed/35326574
http://dx.doi.org/10.3390/cancers14061425
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