Experimental validation of LET in intensity-modulated proton therapy with a miniaturized pixel detector
Language English Country Great Britain, England Media electronic
Document type Journal Article, Validation Study
- Keywords
- intensity-modulated proton therapy, linear energy transfer, semiconductor pixel detector,
- MeSH
- Phantoms, Imaging MeSH
- Humans MeSH
- Linear Energy Transfer * MeSH
- Monte Carlo Method MeSH
- Miniaturization * MeSH
- Radiotherapy Planning, Computer-Assisted MeSH
- Proton Therapy * instrumentation MeSH
- Radiotherapy, Intensity-Modulated * instrumentation methods MeSH
- Check Tag
- Humans MeSH
- Publication type
- Journal Article MeSH
- Validation Study MeSH
Objective.Given the increased interest in incorporating linear energy transfer (LET) as an optimization parameter in intensity-modulated proton therapy (IMPT), a solution for experimental validation of simulations and patient-specific quality assurance (PSQA) in terms of proton LET is needed. Here, we present the methodology and results of LET spectra measurements for spread-out Bragg peak (SOBP) and IMPT plans using a miniaturized pixel detector Timepix3.Approach.We used a MiniPIX Timepix3 detector that provides single-particle tracking, type-resolving power, and spectral information while allowing measurement in quasi-continuous mode. We performed measurements for SOBP and IMPT plans in homogeneous RW3 and heterogeneous CIRS head phantoms with reduced beam current. An artificial intelligence-based model was applied for proton identification and a GPU-accelerated FRED Monte Carlo (MC) code was applied for corresponding MC simulations.Main results.We compared the deposited energy and LET spectra obtained in mixed radiation fields from measurements and MC simulations. The peak positions of deposited energy and LET spectra for the SOBP and IMPT plans agree within the error bars. Discrepancies exceeding the error bars are only visible in the logarithmic scale in high-energy deposition and high-LET tails of the distributions. The mean relative difference of dose-averaged LET values between measurements and MC simulations for individual energy layers is about 5.1%.Significance.This study presents a methodology for assessing radiation quality in proton therapy through energy deposition and LET spectra measurements in uniform and clinical IMPT fields. Findings show an agreement between experimental data and MC simulations, validating our approach. The presented results demonstrate the feasibility of a commercially available Timepix3 detector to validate LET computations in IMPT fields and perform PSQA in terms of LET. This will support the implementation of LET in treatment planning, which will ultimately increase the effectiveness of the treatment.
ADVACAM s r o U Pergamenky 1145 12 170 00 Praha 7 Holešovice Czech Republic
Institute of Nuclear Physics Polish Academy of Sciences Radzikowskiego 152 31 342 Kraków Poland
VSB Technical University of Ostrava 17 listopadu 2172 15 708 00 Ostrava Czech Republic
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