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

Vicki Trier Taasti*, Esther Decabooter, Daniëlle Eekers, Inge Compter, Ilaria Rinaldi, Marta Bogowicz, Tim van der Maas, Esther Kneepkens, Jacqueline Schiffelers, Cissy Stultiens, Nicole Hendrix, Mirthe Pijls, Rik Emmah, Gabriel Paiva Fonseca, Mirko Unipan, Wouter van Elmpt

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

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; . for brainstem D in 10 patients, and hippocampus D 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.
Original languageEnglish
Article number20230110
Number of pages10
JournalBritish Journal of Radiology
Volume96
Issue number1149
Early online date26 Jul 2023
DOIs
Publication statusPublished - Sept 2023

Keywords

  • Humans
  • Protons
  • Proton Therapy/methods
  • Uncertainty
  • Tomography, X-Ray Computed/methods
  • Radiotherapy Planning, Computer-Assisted/methods

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