Validation of a Monte Carlo-based dose calculation engine including the 1.5 T magnetic field for independent dose-check in MRgRT

IF 2.7 3区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Physica Medica-European Journal of Medical Physics Pub Date : 2025-02-01 Epub Date: 2025-01-21 DOI:10.1016/j.ejmp.2025.104906
Ruggero Ruggieri , Nicola Bianchi , Davide Gurrera , Stefania Naccarato , Riccardo Filippo Borgese , Antonio De Simone , Gianluisa Sicignano , Pavel Stavrev , Nadejda Stavreva , Roberto Pellegrini , Michele Rigo , Francesco Ricchetti , Luca Nicosia , Niccolò Giaj-Levra , Edoardo Pastorello , Andrea Allegra , Chiara De-Colle , Filippo Alongi
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Abstract

Purpose

Adaptive MRgRT by 1.5 T MR-linac requires independent verification of the plan-of-the-day by the primary TPS (MonacoTM) (M). Here we validated a Monte Carlo-based dose-check including the magnetostatic field, SciMoCaTM (S).

Methods

M and S were validated first in water, by comparison with commissioning-dosimetry.
PDD(2x2cm2) through a lung(air)-equivalent virtual-slab was then calculated. Clinical validation retrospectively included 161 SBRT plans, from five patients per-site: Pelvic-Nodes, Prostate, Liver, Pancreas, and Lungs. S-minus-M percentage differences (Δ%) were computed for target- and OARs-related dose-volume metrics. In-phantom dose verification per-patient was performed.

Results

γ(2 %,1mm)-passing-rates (PR%) of in-water-computed PDD and transverse-dose-profiles vs. commissioning-dosimetry were (99.1 ± 2.0)% for M, and (99.3 ± 1.5)% for S. Calculated output-factors (OF) were typically within 1 % from measurements, except for OF(1x1cm2) which was misestimated by −4.4 % and + 2.2 %, by M and S respectively. Dose spikes (valleys) on the PDD(2x2cm2) by S across the lung-equivalent virtual-slab were slightly reduced with respect to M. In clinical plans, S computed higher V95% (p <0.05*, for pancreas and lung) and D2% (p <0.05*, for all sites) for the target, while D%>2% resulted for duodenal D(1cm3), in Pancreas-SBRT, and for mean-lung-dose, in Lung-SBRT. All mostly due to the underestimated OF(1x1cm2) by M. In-phantom dose verifications showed an average 1% increase in PR% by S vs. M.

Conclusions

Beam-model quality in S resulted equivalent to M, thus making S useful both for an independent validation of the same beam-model in M, and for a daily validation of the M-based online approval decisions, without significantly delaying the clinical workflow (2–3 min).
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基于蒙特卡罗的剂量计算引擎的验证,包括1.5 T磁场用于MRgRT的独立剂量检查。
目的:采用1.5 T MR-linac的自适应MRgRT需要主TPS (MonacoTM) (M)对每日计划进行独立验证。在这里,我们验证了基于蒙特卡罗的剂量检查,包括静磁场,SciMoCaTM (S)。方法:M和S首先在水中进行验证,与调试剂量法进行比较。然后计算肺(空气)等效虚拟板的PDD(2x2cm2)。回顾性临床验证包括161个SBRT计划,每个部位来自5个患者:盆腔淋巴结、前列腺、肝脏、胰腺和肺部。计算目标和oars相关剂量-体积指标的s- m百分比差异(Δ%)。对每位患者进行幻影内剂量验证。结果:在水中计算的PDD和横向剂量谱的γ(2%,1mm)通通率(PR%)与调试剂量法相比,M的通通率为(99.1±2.0)%,S的通通率为(99.3±1.5)%。计算出的输出因子(of)与测量值的误差通常在1%以内,除了of (1x1cm2)被M和S分别误估了- 4.4%和+ 2.2%。在临床计划中,S在PDD(2x2cm2)上的剂量峰(谷)相对于m略有降低,在胰腺- sbrt中十二指肠D(1cm3)和肺- sbrt中平均肺剂量的V95%更高(p 2%)。所有这些都主要是由于M低估了OF(1x1cm2)。幻象剂量验证显示S比M的PR%平均增加1%。结论:S的束模型质量与M相当,因此使S既可用于M中相同束模型的独立验证,也可用于基于M的在线批准决策的每日验证,而不会显着延迟临床工作流程(2-3分钟)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
6.80
自引率
14.70%
发文量
493
审稿时长
78 days
期刊介绍: Physica Medica, European Journal of Medical Physics, publishing with Elsevier from 2007, provides an international forum for research and reviews on the following main topics: Medical Imaging Radiation Therapy Radiation Protection Measuring Systems and Signal Processing Education and training in Medical Physics Professional issues in Medical Physics.
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