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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...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The British Institute of Radiology.
2023
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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. |
format | Online Article Text |
id | pubmed-10461272 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | The British Institute of Radiology. |
record_format | MEDLINE/PubMed |
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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