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TOPAS 模拟放射治疗中的光中子:通过方差减少提高精度和速度。

TOPAS simulation of photoneutrons in radiotherapy: accuracy and speed with variance reduction.

机构信息

Department of Radiation Oncology, University of California San Francisco, San Francisco CA, United States of America.

Department of Radiation Oncology, Physics Division, Massachusetts General Hospital & Harvard Medical School, Boston MA, United States of America.

出版信息

Phys Med Biol. 2024 May 14;69(11). doi: 10.1088/1361-6560/ad4303.

Abstract

. We provide optimal particle split numbers for speeding up TOPAS Monte Carlo simulations of linear accelerator (linac) treatment heads while maintaining accuracy. In addition, we provide a new TOPAS physics module for simulating photoneutron production and transport.TOPAS simulation of a Siemens Oncor linac was used to determine the optimal number of splits for directional bremsstrahlung splitting as a function of the field size for 6 MV and 18 MV x-ray beams. The linac simulation was validated against published data of lateral dose profiles and percentage depth-dose curves (PDD) for the largest square field (40 cm side). In separate simulations, neutron particle split and the custom TOPAS physics module was used to generate and transport photoneutrons, called 'TsPhotoNeutron'. Verification of accuracy was performed by comparing simulations with published measurements of: (1) neutron yields as a function of beam energy for thick targets of Al, Cu, Ta, W, Pb and concrete; and (2) photoneutron energy spectrum at 40 cm laterally from the isocenter of the Oncor linac from an 18 MV beam with closed jaws and MLC.The optimal number of splits obtained for directional bremsstrahlung splitting enhanced the computational efficiency by two orders of magnitude. The efficiency decreased with increasing beam energy and field size. Calculated lateral profiles in the central region agreed within 1 mm/2% from measured data, PDD curves within 1 mm/1%. For the TOPAS physics module, at a split number of 146, the efficiency of computing photoneutron yields was enhanced by a factor of 27.6, whereas it improved the accuracy over existing Geant4 physics modules.This work provides simulation parameters and a new TOPAS physics module to improve the efficiency and accuracy of TOPAS simulations that involve photonuclear processes occurring in high-materials found in linac components, patient devices, and treatment rooms, as well as to explore new therapeutic modalities such as very-high energy electron therapy.

摘要

. 我们提供了最佳的粒子分裂数量,以加快直线加速器(linac)治疗头的 TOPAS 蒙特卡罗模拟,同时保持准确性。此外,我们还提供了一个新的 TOPAS 物理模块,用于模拟光致中子的产生和输运。使用 TOPAS 对西门子 Oncor 直线加速器进行模拟,以确定定向韧致辐射分裂的最佳分裂数量,作为 6MV 和 18MV X 射线束的射野大小的函数。直线加速器模拟与最大方形射野(40cm 边长)的侧向剂量分布和百分深度剂量曲线(PDD)的已发表数据进行了验证。在单独的模拟中,使用中子粒子分裂和定制的 TOPAS 物理模块来生成和输运光致中子,称为“TsPhotoNeutron”。通过比较模拟与以下已发表测量结果来验证准确性:(1)对于 Al、Cu、Ta、W、Pb 和混凝土等厚靶,作为束能函数的中子产额;以及(2)来自闭合机架和 MLC 的 18MV 束的 Oncor 直线加速器等中心侧向 40cm 处的光致中子能谱。定向韧致辐射分裂的最佳分裂数量使计算效率提高了两个数量级。效率随束能和射野大小的增加而降低。在中心区域计算出的侧轮廓与测量数据相差 1mm/2%以内,PDD 曲线相差 1mm/1%以内。对于 TOPAS 物理模块,在分裂数为 146 的情况下,计算光致中子产额的效率提高了 27.6 倍,同时提高了现有 Geant4 物理模块的准确性。这项工作提供了模拟参数和新的 TOPAS 物理模块,以提高涉及光子核过程的 TOPAS 模拟的效率和准确性,这些过程发生在直线加速器组件、患者设备和治疗室中的高材料中,以及探索新的治疗模式,如非常高能电子治疗。

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