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Clinical benefit of range uncertainty reduction in proton treatment planning based on dual-energy CT for neuro-oncological patients

OBJECTIVE: Several studies have shown that dual-energy CT (DECT) can lead to improved accuracy for proton range estimation. This study investigated the clinical benefit of reduced range uncertainty, enabled by DECT, in robust optimisation for neuro-oncological patients. METHODS: DECT scans for 27 ne...

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Autores principales: Taasti, Vicki Trier, Decabooter, Esther, Eekers, Daniëlle, Compter, Inge, Rinaldi, Ilaria, Bogowicz, Marta, van der Maas, Tim, Kneepkens, Esther, Schiffelers, Jacqueline, Stultiens, Cissy, Hendrix, Nicole, Pijls, Mirthe, Emmah, Rik, Fonseca, Gabriel Paiva, Unipan, Mirko, van Elmpt, Wouter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The British Institute of Radiology. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10461272/
https://www.ncbi.nlm.nih.gov/pubmed/37493227
http://dx.doi.org/10.1259/bjr.20230110
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author Taasti, Vicki Trier
Decabooter, Esther
Eekers, Daniëlle
Compter, Inge
Rinaldi, Ilaria
Bogowicz, Marta
van der Maas, Tim
Kneepkens, Esther
Schiffelers, Jacqueline
Stultiens, Cissy
Hendrix, Nicole
Pijls, Mirthe
Emmah, Rik
Fonseca, Gabriel Paiva
Unipan, Mirko
van Elmpt, Wouter
author_facet Taasti, Vicki Trier
Decabooter, Esther
Eekers, Daniëlle
Compter, Inge
Rinaldi, Ilaria
Bogowicz, Marta
van der Maas, Tim
Kneepkens, Esther
Schiffelers, Jacqueline
Stultiens, Cissy
Hendrix, Nicole
Pijls, Mirthe
Emmah, Rik
Fonseca, Gabriel Paiva
Unipan, Mirko
van Elmpt, Wouter
author_sort Taasti, Vicki Trier
collection PubMed
description OBJECTIVE: Several studies have shown that dual-energy CT (DECT) can lead to improved accuracy for proton range estimation. This study investigated the clinical benefit of reduced range uncertainty, enabled by DECT, in robust optimisation for neuro-oncological patients. METHODS: DECT scans for 27 neuro-oncological patients were included. Commercial software was applied to create stopping-power ratio (SPR) maps based on the DECT scan. Two plans were robustly optimised on the SPR map, keeping the beam and plan settings identical to the clinical plan. One plan was robustly optimised and evaluated with a range uncertainty of 3% (as used clinically; denoted 3%-plan); the second plan applied a range uncertainty of 2% (2%-plan). Both plans were clinical acceptable and optimal. The dose–volume histogram parameters were compared between the two plans. Two experienced neuro-radiation oncologists determined the relevant dose difference for each organ-at-risk (OAR). Moreover, the OAR toxicity levels were assessed. RESULTS: For 24 patients, a dose reduction >0.5/1 Gy (relevant dose difference depending on the OAR) was seen in one or more OARs for the 2%-plan; e.g. for brainstem D(0.03cc) in 10 patients, and hippocampus D(40%) in 6 patients. Furthermore, 12 patients had a reduction in toxicity level for one or two OARs, showing a clear benefit for the patient. CONCLUSION: Robust optimisation with reduced range uncertainty allows for reduction of OAR toxicity, providing a rationale for clinical implementation. Based on these results, we have clinically introduced DECT-based proton treatment planning for neuro-oncological patients, accompanied with a reduced range uncertainty of 2%. ADVANCES IN KNOWLEDGE: This study shows the clinical benefit of range uncertainty reduction from 3% to 2% in robustly optimised proton plans. A dose reduction to one or more OARs was seen for 89% of the patients, and 44% of the patients had an expected toxicity level decrease.
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spelling pubmed-104612722023-08-29 Clinical benefit of range uncertainty reduction in proton treatment planning based on dual-energy CT for neuro-oncological patients Taasti, Vicki Trier Decabooter, Esther Eekers, Daniëlle Compter, Inge Rinaldi, Ilaria Bogowicz, Marta van der Maas, Tim Kneepkens, Esther Schiffelers, Jacqueline Stultiens, Cissy Hendrix, Nicole Pijls, Mirthe Emmah, Rik Fonseca, Gabriel Paiva Unipan, Mirko van Elmpt, Wouter Br J Radiol Full Paper OBJECTIVE: Several studies have shown that dual-energy CT (DECT) can lead to improved accuracy for proton range estimation. This study investigated the clinical benefit of reduced range uncertainty, enabled by DECT, in robust optimisation for neuro-oncological patients. METHODS: DECT scans for 27 neuro-oncological patients were included. Commercial software was applied to create stopping-power ratio (SPR) maps based on the DECT scan. Two plans were robustly optimised on the SPR map, keeping the beam and plan settings identical to the clinical plan. One plan was robustly optimised and evaluated with a range uncertainty of 3% (as used clinically; denoted 3%-plan); the second plan applied a range uncertainty of 2% (2%-plan). Both plans were clinical acceptable and optimal. The dose–volume histogram parameters were compared between the two plans. Two experienced neuro-radiation oncologists determined the relevant dose difference for each organ-at-risk (OAR). Moreover, the OAR toxicity levels were assessed. RESULTS: For 24 patients, a dose reduction >0.5/1 Gy (relevant dose difference depending on the OAR) was seen in one or more OARs for the 2%-plan; e.g. for brainstem D(0.03cc) in 10 patients, and hippocampus D(40%) in 6 patients. Furthermore, 12 patients had a reduction in toxicity level for one or two OARs, showing a clear benefit for the patient. CONCLUSION: Robust optimisation with reduced range uncertainty allows for reduction of OAR toxicity, providing a rationale for clinical implementation. Based on these results, we have clinically introduced DECT-based proton treatment planning for neuro-oncological patients, accompanied with a reduced range uncertainty of 2%. ADVANCES IN KNOWLEDGE: This study shows the clinical benefit of range uncertainty reduction from 3% to 2% in robustly optimised proton plans. A dose reduction to one or more OARs was seen for 89% of the patients, and 44% of the patients had an expected toxicity level decrease. The British Institute of Radiology. 2023-09 2023-07-26 /pmc/articles/PMC10461272/ /pubmed/37493227 http://dx.doi.org/10.1259/bjr.20230110 Text en © 2023 The Authors. Published by the British Institute of Radiology https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution 4.0 Unported License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution and reproduction in any medium, provided the original author and source are credited.
spellingShingle Full Paper
Taasti, Vicki Trier
Decabooter, Esther
Eekers, Daniëlle
Compter, Inge
Rinaldi, Ilaria
Bogowicz, Marta
van der Maas, Tim
Kneepkens, Esther
Schiffelers, Jacqueline
Stultiens, Cissy
Hendrix, Nicole
Pijls, Mirthe
Emmah, Rik
Fonseca, Gabriel Paiva
Unipan, Mirko
van Elmpt, Wouter
Clinical benefit of range uncertainty reduction in proton treatment planning based on dual-energy CT for neuro-oncological patients
title Clinical benefit of range uncertainty reduction in proton treatment planning based on dual-energy CT for neuro-oncological patients
title_full Clinical benefit of range uncertainty reduction in proton treatment planning based on dual-energy CT for neuro-oncological patients
title_fullStr Clinical benefit of range uncertainty reduction in proton treatment planning based on dual-energy CT for neuro-oncological patients
title_full_unstemmed Clinical benefit of range uncertainty reduction in proton treatment planning based on dual-energy CT for neuro-oncological patients
title_short Clinical benefit of range uncertainty reduction in proton treatment planning based on dual-energy CT for neuro-oncological patients
title_sort clinical benefit of range uncertainty reduction in proton treatment planning based on dual-energy ct for neuro-oncological patients
topic Full Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10461272/
https://www.ncbi.nlm.nih.gov/pubmed/37493227
http://dx.doi.org/10.1259/bjr.20230110
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