Suppr超能文献

开发和验证用于笔形束扫描质子治疗的动态准直蒙特卡罗模拟软件包。

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

机构信息

Department of Medical Physics, School of Medicine and Public Health, University of Wisconsin-Madison, 1111 Highland Avenue, Madison, WI, 53705, USA.

Department of Radiation Oncology, University of Iowa Hospitals and Clinics, 200 Hawkins Drive, Iowa City, IA, 52242, USA.

出版信息

Med Phys. 2021 Jun;48(6):3172-3185. doi: 10.1002/mp.14846. Epub 2021 Apr 9.

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.

摘要

目的

本工作旨在开发并实验验证一种专门用于模拟笔形束扫描质子治疗(PBS-PT)中的准直器的动态准直蒙特卡罗(DCMC)模拟程序包。DCMC 程序包是使用 TOPAS 蒙特卡罗平台开发的,它由一个通用的 PBS 源模型和准直器组件扩展组成。

方法

在迈阿密癌症研究所(MCI)创建了 IBA 专用喷嘴(DN)的发散点源模型,并通过在 MCI 进行的轴上调试测量进行了验证。光束线光学被数学地纳入到源中,以在相应的磁铁平面上模拟射束在 X 和 Y 方向上的束流偏转。在空气中的多个平面上进行的离轴测量用于验证源模型的离轴光斑尺寸和发散度。DCS 调谐器被建模并作为 TOPAS 几何扩展,它们可以在线性地在弯曲磁体上平移和旋转。为了验证准直器模型,在 MCI 采集了一系列积分深度剂量(IDD)和横向分布测量值,用于基准测试 DCMC 对建模原始和射程偏移射束的性能。通过量化射程偏移和未准直射束在布拉格峰远端 80%剂量点之间的深度偏移,确定射程偏移器的水等效厚度(WET)。

结果

成功地针对在 MCI 进行的轴上和离轴 IDD 和横向分布测量,调试了 IBA DN 系统的源模型。通过优化源到轴的距离并与空气中的光斑分布进行比较,对源模型的发散度进行了匹配。然后,使用 DCS 模型对标直 IDD 和空气中以及体模中的横向分布测量进行了基准测试。使用 1%/1mm 标准和 1%剂量阈值的伽马分析来评估测量和模拟横向分布和 IDD 的一致性。对于原始准直的射束,在所研究的所有准直器配置中,平均 1%/1mm 伽马通过率为 99.8%,用于 IDD,以及 97.6%和 95.2%,分别用于空气中和体模中的横向分布。所有射程偏移的准直 IDD 通过率均为 100%,而空气中和体模中的横向分布的平均通过率分别为 99.1%和 99.8%。确定聚乙稀射程偏移器的测量和模拟 WET 分别为 40.9 和 41.0mm。

结论

我们开发了一种基于 TOPAS 的蒙特卡罗程序包,用于模拟 PBS-PT 中的准直器。然后,使用未准直和准直测量对位于 MCI 的 IBA DN 系统和 DCS 进行了建模。验证结果表明,DCMC 程序包可通过模拟用于准确地模拟 DCS 实现的其他方面。

相似文献

引用本文的文献

本文引用的文献

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验