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Brainstem NTCP and Dose Constraints for Carbon Ion RT—Application and Translation From Japanese to European RBE-Weighted Dose
BACKGROUND AND PURPOSE: The Italian National Center of Oncological Hadrontherapy (CNAO) has applied dose constraints for carbon ion RT (CIRT) as defined by Japan’s National Institute of Radiological Sciences (NIRS). However, these institutions use different models to predict the relative biological...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7735105/ https://www.ncbi.nlm.nih.gov/pubmed/33330020 http://dx.doi.org/10.3389/fonc.2020.531344 |
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author | Dale, Jon Espen Molinelli, Silvia Vischioni, Barbara Vitolo, Viviana Bonora, Maria Magro, Giuseppe Mairani, Andrea Hasegawa, Azusa Ohno, Tatsuya Dahl, Olav Valvo, Francesca Fossati, Piero |
author_facet | Dale, Jon Espen Molinelli, Silvia Vischioni, Barbara Vitolo, Viviana Bonora, Maria Magro, Giuseppe Mairani, Andrea Hasegawa, Azusa Ohno, Tatsuya Dahl, Olav Valvo, Francesca Fossati, Piero |
author_sort | Dale, Jon Espen |
collection | PubMed |
description | BACKGROUND AND PURPOSE: The Italian National Center of Oncological Hadrontherapy (CNAO) has applied dose constraints for carbon ion RT (CIRT) as defined by Japan’s National Institute of Radiological Sciences (NIRS). However, these institutions use different models to predict the relative biological effectiveness (RBE). CNAO applies the Local Effect Model I (LEM I), which in most clinical situations predicts higher RBE than NIRS’s Microdosimetric Kinetic Model (MKM). Equal constraints therefore become more restrictive at CNAO. Tolerance doses for the brainstem have not been validated for LEM I-weighted dose (D (LEM I)). However, brainstem constraints and a Normal Tissue Complication Probability (NTCP) model were recently reported for MKM-weighted dose (D (MKM)), showing that a constraint relaxation to D (MKM|0.7 cm(3)) <30 Gy (RBE) and D (MKM|0.1 cm(3)) <40 Gy (RBE) was feasible. The aim of this work was to evaluate the brainstem NTCP associated with CNAO’s current clinical practice and to propose new brainstem constraints for LEM I-optimized CIRT at CNAO. MATERIAL AND METHODS: We reproduced the absorbed dose of 30 representative patient treatment plans from CNAO. Subsequently, we calculated both D (LEM I) and D (MKM), and the relationship between D (MKM) and D (LEM I) for various brainstem dose metrics was analyzed. Furthermore, the NTCP model developed for D (MKM) was applied to estimate the NTCPs of the delivered plans. RESULTS: The translation of CNAO treatment plans to D (MKM) confirmed that the former CNAO constraints were conservative compared with D (MKM) constraints. Estimated NTCPs were 0% for all but one case, in which the NTCP was 2%. The relationship D (MKM)/D (LEM I) could be described by a quadratic regression model which revealed that the validated D (MKM) constraints corresponded to D (LEM I|0.7 cm(3)) <41 Gy (RBE) (95% CI, 38–44 Gy (RBE)) and D (LEM I|0.1 cm(3)) <49 Gy (RBE) (95% CI, 46–52 Gy (RBE)). CONCLUSION: Our study demonstrates that RBE-weighted dose translation is of crucial importance in order to exchange experience and thus harmonize CIRT treatments globally. To mitigate uncertainties involved, we propose to use the lower bound of the 95% CI of the translation estimates, i.e., D (LEM I|0.7 cm(3)) <38 Gy (RBE) and D (LEM I|0.1 cm(3)) <46 Gy (RBE) as brainstem dose constraints for 16 fraction CIRT treatments optimized with LEM I. |
format | Online Article Text |
id | pubmed-7735105 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-77351052020-12-15 Brainstem NTCP and Dose Constraints for Carbon Ion RT—Application and Translation From Japanese to European RBE-Weighted Dose Dale, Jon Espen Molinelli, Silvia Vischioni, Barbara Vitolo, Viviana Bonora, Maria Magro, Giuseppe Mairani, Andrea Hasegawa, Azusa Ohno, Tatsuya Dahl, Olav Valvo, Francesca Fossati, Piero Front Oncol Oncology BACKGROUND AND PURPOSE: The Italian National Center of Oncological Hadrontherapy (CNAO) has applied dose constraints for carbon ion RT (CIRT) as defined by Japan’s National Institute of Radiological Sciences (NIRS). However, these institutions use different models to predict the relative biological effectiveness (RBE). CNAO applies the Local Effect Model I (LEM I), which in most clinical situations predicts higher RBE than NIRS’s Microdosimetric Kinetic Model (MKM). Equal constraints therefore become more restrictive at CNAO. Tolerance doses for the brainstem have not been validated for LEM I-weighted dose (D (LEM I)). However, brainstem constraints and a Normal Tissue Complication Probability (NTCP) model were recently reported for MKM-weighted dose (D (MKM)), showing that a constraint relaxation to D (MKM|0.7 cm(3)) <30 Gy (RBE) and D (MKM|0.1 cm(3)) <40 Gy (RBE) was feasible. The aim of this work was to evaluate the brainstem NTCP associated with CNAO’s current clinical practice and to propose new brainstem constraints for LEM I-optimized CIRT at CNAO. MATERIAL AND METHODS: We reproduced the absorbed dose of 30 representative patient treatment plans from CNAO. Subsequently, we calculated both D (LEM I) and D (MKM), and the relationship between D (MKM) and D (LEM I) for various brainstem dose metrics was analyzed. Furthermore, the NTCP model developed for D (MKM) was applied to estimate the NTCPs of the delivered plans. RESULTS: The translation of CNAO treatment plans to D (MKM) confirmed that the former CNAO constraints were conservative compared with D (MKM) constraints. Estimated NTCPs were 0% for all but one case, in which the NTCP was 2%. The relationship D (MKM)/D (LEM I) could be described by a quadratic regression model which revealed that the validated D (MKM) constraints corresponded to D (LEM I|0.7 cm(3)) <41 Gy (RBE) (95% CI, 38–44 Gy (RBE)) and D (LEM I|0.1 cm(3)) <49 Gy (RBE) (95% CI, 46–52 Gy (RBE)). CONCLUSION: Our study demonstrates that RBE-weighted dose translation is of crucial importance in order to exchange experience and thus harmonize CIRT treatments globally. To mitigate uncertainties involved, we propose to use the lower bound of the 95% CI of the translation estimates, i.e., D (LEM I|0.7 cm(3)) <38 Gy (RBE) and D (LEM I|0.1 cm(3)) <46 Gy (RBE) as brainstem dose constraints for 16 fraction CIRT treatments optimized with LEM I. Frontiers Media S.A. 2020-11-24 /pmc/articles/PMC7735105/ /pubmed/33330020 http://dx.doi.org/10.3389/fonc.2020.531344 Text en Copyright © 2020 Dale, Molinelli, Vischioni, Vitolo, Bonora, Magro, Mairani, Hasegawa, Ohno, Dahl, Valvo and Fossati http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Dale, Jon Espen Molinelli, Silvia Vischioni, Barbara Vitolo, Viviana Bonora, Maria Magro, Giuseppe Mairani, Andrea Hasegawa, Azusa Ohno, Tatsuya Dahl, Olav Valvo, Francesca Fossati, Piero Brainstem NTCP and Dose Constraints for Carbon Ion RT—Application and Translation From Japanese to European RBE-Weighted Dose |
title | Brainstem NTCP and Dose Constraints for Carbon Ion RT—Application and Translation From Japanese to European RBE-Weighted Dose |
title_full | Brainstem NTCP and Dose Constraints for Carbon Ion RT—Application and Translation From Japanese to European RBE-Weighted Dose |
title_fullStr | Brainstem NTCP and Dose Constraints for Carbon Ion RT—Application and Translation From Japanese to European RBE-Weighted Dose |
title_full_unstemmed | Brainstem NTCP and Dose Constraints for Carbon Ion RT—Application and Translation From Japanese to European RBE-Weighted Dose |
title_short | Brainstem NTCP and Dose Constraints for Carbon Ion RT—Application and Translation From Japanese to European RBE-Weighted Dose |
title_sort | brainstem ntcp and dose constraints for carbon ion rt—application and translation from japanese to european rbe-weighted dose |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7735105/ https://www.ncbi.nlm.nih.gov/pubmed/33330020 http://dx.doi.org/10.3389/fonc.2020.531344 |
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