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Dose-averaged LET calculation for proton track segments using microdosimetric Monte Carlo simulations.
A Bertolet1,2, A Baratto-Roldán2, S Barbieri3
1Department of Radiation Oncology, Hospital of The University of Pennsylvania, Philadelphia, 19104, PA, USA.
Researchers developed a reliable and efficient Monte Carlo (MC) simulation method for calculating dose-averaged linear energy transfer (LET) in proton therapy. This approach corrects issues with weighted sampling, ensuring accurate biological effect assessments.
Area of Science:
- Medical Physics
- Radiation Biology
- Computational Science
Background:
- Proton therapy utilizes proton beams for cancer treatment, with Linear Energy Transfer (LET) being a critical factor in assessing biological effects.
- Accurate calculation of dose-averaged LET is essential for optimizing proton therapy protocols.
- Current microdosimetric Monte Carlo (MC) simulations face computational challenges with uniform sampling and potential inaccuracies with weighted sampling methods.
Purpose of the Study:
- To address limitations in weighted sampling methods for MC simulations of proton therapy.
- To propose and validate corrections for reliable dose-averaged LET calculations.
- To enhance the computational efficiency of microdosimetric simulations for proton therapy.
Main Methods:
- Simulated proton track structures using Geant4-DNA with both uniform and weighted sampling approaches.
- Developed and applied corrections to the weighted sampling method to achieve results comparable to uniform sampling.
- Introduced an additional MC approach to calculate the weighted mean of energy imparted per electronic collision for straggling distribution analysis.
Main Results:
- Found agreement in dose-averaged LET values below (0.15 ± 0.05) keV/μm between corrected weighted and uniform sampling methods.
- Demonstrated that corrected weighted sampling provides reliable dose-averaged LET calculations.
- Analysis was performed for spherical sites (1 and 10 μm) and proton beams (2-90 MeV).
Conclusions:
- A reliable and computationally efficient method for calculating track segment dose-averaged LET in proton therapy using MC simulations was established.
- The proposed corrections ensure accurate straggling distribution characteristics.
- The method is valid when proton stopping power remains constant along the track within the site.
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