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Linear energy transfer-inclusive models of brainstem necrosis following proton therapy of paediatric ependymoma
BACKGROUND AND PURPOSE: Radiation-induced brainstem necrosis after proton therapy is a severe toxicity with potential association to uncertainties in the proton relative biological effectiveness (RBE). A constant RBE of 1.1 is assumed clinically, but the RBE is known to vary with linear energy trans...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10345333/ https://www.ncbi.nlm.nih.gov/pubmed/37457667 http://dx.doi.org/10.1016/j.phro.2023.100466 |
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author | Handeland, Andreas H. Indelicato, Daniel J. Fredrik Fjæra, Lars Ytre-Hauge, Kristian S. Pettersen, Helge Egil S. Muren, Ludvig P. Lassen-Ramshad, Yasmin Stokkevåg, Camilla H. |
author_facet | Handeland, Andreas H. Indelicato, Daniel J. Fredrik Fjæra, Lars Ytre-Hauge, Kristian S. Pettersen, Helge Egil S. Muren, Ludvig P. Lassen-Ramshad, Yasmin Stokkevåg, Camilla H. |
author_sort | Handeland, Andreas H. |
collection | PubMed |
description | BACKGROUND AND PURPOSE: Radiation-induced brainstem necrosis after proton therapy is a severe toxicity with potential association to uncertainties in the proton relative biological effectiveness (RBE). A constant RBE of 1.1 is assumed clinically, but the RBE is known to vary with linear energy transfer (LET). LET-inclusive predictive models of toxicity may therefore be beneficial during proton treatment planning. Hence, we aimed to construct models describing the association between brainstem necrosis and LET in the brainstem. MATERIALS AND METHODS: A matched case-control cohort (n = 28, 1:3 case-control ratio) of symptomatic brainstem necrosis was selected from 954 paediatric ependymoma brain tumour patients treated with passively scattered proton therapy. Dose-averaged LET (LET(d)) parameters in restricted volumes (L(50%), L(10%) and L(0.1cm)(3), the cumulative LET(d)) within high-dose thresholds were included in linear- and logistic regression normal tissue complication probability (NTCP) models. RESULTS: A 1 keV/µm increase in L(10%) to the brainstem volume receiving dose over 54 Gy(RBE) led to an increased brainstem necrosis risk [95% confidence interval] of 2.5 [0.0, 7.8] percentage points. The corresponding logistic regression model had area under the receiver operating characteristic curve (AUC) of 0.76, increasing to 0.84 with the anterior pons substructure as a second parameter. 19 [7, 350] patients with toxicity were required to associate the L(10%) (D > 54 Gy(RBE)) and brainstem necrosis with 80% statistical power. CONCLUSION: The established models of brainstem necrosis illustrate a potential impact of high LET regions in patients receiving high doses to the brainstem, and thereby support LET mitigation during clinical treatment planning. |
format | Online Article Text |
id | pubmed-10345333 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-103453332023-07-15 Linear energy transfer-inclusive models of brainstem necrosis following proton therapy of paediatric ependymoma Handeland, Andreas H. Indelicato, Daniel J. Fredrik Fjæra, Lars Ytre-Hauge, Kristian S. Pettersen, Helge Egil S. Muren, Ludvig P. Lassen-Ramshad, Yasmin Stokkevåg, Camilla H. Phys Imaging Radiat Oncol Original Research Article BACKGROUND AND PURPOSE: Radiation-induced brainstem necrosis after proton therapy is a severe toxicity with potential association to uncertainties in the proton relative biological effectiveness (RBE). A constant RBE of 1.1 is assumed clinically, but the RBE is known to vary with linear energy transfer (LET). LET-inclusive predictive models of toxicity may therefore be beneficial during proton treatment planning. Hence, we aimed to construct models describing the association between brainstem necrosis and LET in the brainstem. MATERIALS AND METHODS: A matched case-control cohort (n = 28, 1:3 case-control ratio) of symptomatic brainstem necrosis was selected from 954 paediatric ependymoma brain tumour patients treated with passively scattered proton therapy. Dose-averaged LET (LET(d)) parameters in restricted volumes (L(50%), L(10%) and L(0.1cm)(3), the cumulative LET(d)) within high-dose thresholds were included in linear- and logistic regression normal tissue complication probability (NTCP) models. RESULTS: A 1 keV/µm increase in L(10%) to the brainstem volume receiving dose over 54 Gy(RBE) led to an increased brainstem necrosis risk [95% confidence interval] of 2.5 [0.0, 7.8] percentage points. The corresponding logistic regression model had area under the receiver operating characteristic curve (AUC) of 0.76, increasing to 0.84 with the anterior pons substructure as a second parameter. 19 [7, 350] patients with toxicity were required to associate the L(10%) (D > 54 Gy(RBE)) and brainstem necrosis with 80% statistical power. CONCLUSION: The established models of brainstem necrosis illustrate a potential impact of high LET regions in patients receiving high doses to the brainstem, and thereby support LET mitigation during clinical treatment planning. Elsevier 2023-06-29 /pmc/articles/PMC10345333/ /pubmed/37457667 http://dx.doi.org/10.1016/j.phro.2023.100466 Text en © 2023 Published by Elsevier B.V. on behalf of European Society of Radiotherapy & Oncology. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original Research Article Handeland, Andreas H. Indelicato, Daniel J. Fredrik Fjæra, Lars Ytre-Hauge, Kristian S. Pettersen, Helge Egil S. Muren, Ludvig P. Lassen-Ramshad, Yasmin Stokkevåg, Camilla H. Linear energy transfer-inclusive models of brainstem necrosis following proton therapy of paediatric ependymoma |
title | Linear energy transfer-inclusive models of brainstem necrosis following proton therapy of paediatric ependymoma |
title_full | Linear energy transfer-inclusive models of brainstem necrosis following proton therapy of paediatric ependymoma |
title_fullStr | Linear energy transfer-inclusive models of brainstem necrosis following proton therapy of paediatric ependymoma |
title_full_unstemmed | Linear energy transfer-inclusive models of brainstem necrosis following proton therapy of paediatric ependymoma |
title_short | Linear energy transfer-inclusive models of brainstem necrosis following proton therapy of paediatric ependymoma |
title_sort | linear energy transfer-inclusive models of brainstem necrosis following proton therapy of paediatric ependymoma |
topic | Original Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10345333/ https://www.ncbi.nlm.nih.gov/pubmed/37457667 http://dx.doi.org/10.1016/j.phro.2023.100466 |
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