Literature DB >> 33740253

Development and validation of the Dynamic Collimation Monte Carlo simulation package for pencil beam scanning proton therapy.

Nicholas P Nelson1, Wesley S Culberson1, Daniel E Hyer2, Theodore J Geoghegan2, Kaustubh A Patwardhan2, Blake R Smith2, Ryan T Flynn2, Jen Yu3, Suresh Rana3, Alonso N Gutiérrez3, Patrick M Hill4.   

Abstract

PURPOSE: The aim of this work was to develop and experimentally validate a Dynamic Collimation Monte Carlo (DCMC) simulation package specifically designed for the simulation of collimators in pencil beam scanning proton therapy (PBS-PT). The DCMC package was developed using the TOPAS Monte Carlo platform and consists of a generalized PBS source model and collimator component extensions.
METHODS: A divergent point-source model of the IBA dedicated nozzle (DN) at the Miami Cancer Institute (MCI) was created and validated against on-axis commissioning measurements taken at MCI. The beamline optics were mathematically incorporated into the source to model beamlet deflections in the X and Y directions at the respective magnet planes. Off-axis measurements taken at multiple planes in air were used to validate both the off-axis spot size and divergence of the source model. The DCS trimmers were modeled and incorporated as TOPAS geometry extensions that linearly translate and rotate about the bending magnets. To validate the collimator model, a series of integral depth dose (IDD) and lateral profile measurements were acquired at MCI and used to benchmark the DCMC performance for modeling both pristine and range shifted beamlets. The water equivalent thickness (WET) of the range shifter was determined by quantifying the shift in the depth of the 80% dose point distal to the Bragg peak between the range shifted and pristine uncollimated beams.
RESULTS: A source model of the IBA DN system was successfully commissioned against on- and off-axis IDD and lateral profile measurements performed at MCI. The divergence of the source model was matched through an optimization of the source-to-axis distance and comparison against in-air spot profiles. The DCS model was then benchmarked against collimated IDD and in-air and in-phantom lateral profile measurements. Gamma analysis was used to evaluate the agreement between measured and simulated lateral profiles and IDDs with 1%/1 mm criteria and a 1% dose threshold. For the pristine collimated beams, the average 1%/1 mm gamma pass rates across all collimator configurations investigated were 99.8% for IDDs and 97.6% and 95.2% for in-air and in-phantom lateral profiles. All range shifted collimated IDDs passed at 100% while in-air and in-phantom lateral profiles had average pass rates of 99.1% and 99.8%, respectively. The measured and simulated WET of the polyethylene range shifter was determined to be 40.9 and 41.0 mm, respectively.
CONCLUSIONS: We have developed a TOPAS-based Monte Carlo package for modeling collimators in PBS-PT. This package was then commissioned to model the IBA DN system and DCS located at MCI using both uncollimated and collimated measurements. Validation results demonstrate that the DCMC package can be used to accurately model other aspects of a DCS implementation via simulation.
© 2021 American Association of Physicists in Medicine.

Entities:  

Keywords:  Monte Carlo; TOPAS; beam trimmer; beam trimming; collimation; dose calculations; dose conformity; focused collimators; lateral conformity; lateral penumbra; proton; proton therapy; spot scanning; treatment planning; trimmer; trimming

Mesh:

Year:  2021        PMID: 33740253      PMCID: PMC8273151          DOI: 10.1002/mp.14846

Source DB:  PubMed          Journal:  Med Phys        ISSN: 0094-2405            Impact factor:   4.506


  29 in total

1.  A pencil beam algorithm for intensity modulated proton therapy derived from Monte Carlo simulations.

Authors:  Martin Soukup; Matthias Fippel; Markus Alber
Journal:  Phys Med Biol       Date:  2005-10-19       Impact factor: 3.609

2.  A novel technique for measuring the low-dose envelope of pencil-beam scanning spot profiles.

Authors:  Liyong Lin; Christopher G Ainsley; Thierry Mertens; Olivier De Wilde; Patrick T Talla; James E McDonough
Journal:  Phys Med Biol       Date:  2013-06-05       Impact factor: 3.609

3.  A generalized 2D pencil beam scaling algorithm for proton dose calculation in heterogeneous slab geometries.

Authors:  David C Westerly; Xiaohu Mo; Wolfgang A Tomé; Thomas R Mackie; Paul M DeLuca
Journal:  Med Phys       Date:  2013-06       Impact factor: 4.071

4.  A GPU-accelerated and Monte Carlo-based intensity modulated proton therapy optimization system.

Authors:  Jiasen Ma; Chris Beltran; Hok Seum Wan Chan Tseung; Michael G Herman
Journal:  Med Phys       Date:  2014-12       Impact factor: 4.071

5.  Effects of spot size and spot spacing on lateral penumbra reduction when using a dynamic collimation system for spot scanning proton therapy.

Authors:  Daniel E Hyer; Patrick M Hill; Dongxu Wang; Blake R Smith; Ryan T Flynn
Journal:  Phys Med Biol       Date:  2014-10-21       Impact factor: 3.609

6.  TOPAS: an innovative proton Monte Carlo platform for research and clinical applications.

Authors:  J Perl; J Shin; J Schumann; B Faddegon; H Paganetti
Journal:  Med Phys       Date:  2012-11       Impact factor: 4.071

7.  A method for modeling laterally asymmetric proton beamlets resulting from collimation.

Authors:  Edgar Gelover; Dongxu Wang; Patrick M Hill; Ryan T Flynn; Mingcheng Gao; Steve Laub; Mark Pankuch; Daniel E Hyer
Journal:  Med Phys       Date:  2015-03       Impact factor: 4.071

8.  Impact of spot size on plan quality of spot scanning proton radiosurgery for peripheral brain lesions.

Authors:  Dongxu Wang; Blake Dirksen; Daniel E Hyer; John M Buatti; Arshin Sheybani; Eric Dinges; Nicole Felderman; Mindi TenNapel; John E Bayouth; Ryan T Flynn
Journal:  Med Phys       Date:  2014-12       Impact factor: 4.071

9.  An investigation into the robustness of dynamically collimated proton therapy treatments.

Authors:  Blake R Smith; Daniel E Hyer; Wesley S Culberson
Journal:  Med Phys       Date:  2020-05-16       Impact factor: 4.071

10.  Improving Head and Neck Cancer Treatments Using Dynamic Collimation in Spot Scanning Proton Therapy.

Authors:  Alexandra Moignier; Edgar Gelover; Dongxu Wang; Blake Smith; Ryan Flynn; Maura Kirk; Liyong Lin; Timothy Solberg; Alexander Lin; Daniel Hyer
Journal:  Int J Part Ther       Date:  2016-03-24
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  3 in total

1.  The dosimetric enhancement of GRID profiles using an external collimator in pencil beam scanning proton therapy.

Authors:  Blake R Smith; Nicholas P Nelson; Theodore J Geoghegan; Kaustubh A Patwardhan; Patrick M Hill; Jen Yu; Alonso N Gutiérrez; Bryan G Allen; Daniel E Hyer
Journal:  Med Phys       Date:  2022-02-21       Impact factor: 4.071

2.  Investigating aperture-based approximations to model a focused dynamic collimation system for pencil beam scanning proton therapy.

Authors:  Nicholas P Nelson; Wesley S Culberson; Daniel E Hyer; Blake R Smith; Ryan T Flynn; Patrick M Hill
Journal:  Biomed Phys Eng Express       Date:  2022-02-18

3.  Mechanical Characterization and Validation of the Dynamic Collimation System Prototype for Proton Radiotherapy.

Authors:  Theodore Geoghegan; Kaustubh Patwardhan; Nicholas Nelson; Patrick Hill; Ryan Flynn; Blake Smith; Daniel Hyer
Journal:  J Med Device       Date:  2022-03-02       Impact factor: 0.743

  3 in total

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