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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
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.
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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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