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PETRA: A pencil beam trimming algorithm for analytical proton therapy dose calculations with the dynamic collimation
Laura C Bennett1,2, Daniel E Hyer2, Kevin Erhart3
1Roy J. Carver Department of Biomedical Engineering, University of Iowa, 5601 Seamans Center for the Engineering Arts and Sciences, Iowa City, Iowa, USA.
Medical Physics
|June 28, 2023
Summary
A new algorithm, PETRA, enables accurate dose calculations for Dynamic Collimation System (DCS) proton therapy. This advancement allows for clinical implementation of advanced treatment planning systems, improving patient care.
Area of Science:
- Medical Physics
- Radiation Oncology
- Computational Biology
Background:
- The Dynamic Collimation System (DCS) offers superior proton therapy treatment plans compared to uncollimated pencil beam scanning (PBS).
- Clinical adoption of DCS requires a validated dose calculation algorithm for commercial treatment planning systems (TPS).
Purpose of the Study:
- To introduce the analytical Pencil bEam TRimming Algorithm (PETRA) for DCS proton therapy.
- To implement and validate PETRA within the Astroid TPS, with and without a range shifter.
Main Methods:
- PETRA was developed by adapting an existing pencil beam model to incorporate DCS-specific effects like trimmer blurring and range shifter interactions.
- The algorithm was tuned and validated against a measurement-validated Dynamic Collimation Monte Carlo (DCMC) model.
- Calibration followed IAEA TRS-398 guidelines for monitor unit calculations.
Main Results:
- PETRA demonstrated excellent agreement with DCMC for integral depth dose curves (99.99% pass rate at 1%/1 mm gamma criteria).
- Median 2D gamma pass rates for lateral dose profiles were 99.99% (1.5%/1.5 mm) at various depths.
- Minimum pass rates remained high, exceeding 97.5% even at critical depths.
Conclusions:
- The PETRA algorithm is a robust and validated tool for DCS dose calculations.
- PETRA's successful implementation in a commercial TPS facilitates clinical use of advanced proton therapy techniques.
Keywords:
collimationdose calculationdynamic collimationdynamic collimation system (DCS)pencil beam scanning (PBS)proton therapyspot scanning
