早期非小细胞肺癌VMAT-SBRT蒙特卡罗剂量计算关键参数优化

Parameter optimization of Monte Carlo dose calculation for early-stage non-small-cell lung cancer volumetric modulated arc therapy stereotactic body radiotherapy

  • 摘要: 早期NSCLC-SBRT放疗对剂量准确性要求极高,蒙特卡罗(MC)算法成为关键。其准确性和计算效率与计算网格大小(GS)、统计不确定度(SU)紧密相关,亟需确定最佳参数组合。本研究在Monaco 6.2系统中制定15个早期NSCLC-VMAT-SBRT计划,设置GS为3 mm、2 mm、1 mm,SU为0.50%、0.75%、1.00%,以1 mm的GS与0.5%的SU组合数据为基准,对比计划靶区(PTV)和危及器官(OARs)剂量准确性,统计计算时间。结果显示,GS对剂量准确性影响更显著,而SU≤1%即可满足临床需求;PTV和OARs点剂量指标对参数变化敏感,剂量体积参数则不敏感。GS为2 mm、SU为1%时,既能保证剂量计算准确性,又可将计算时间控制在10 min左右。由此,推荐以剂量体积指标评估计划,并采用2 mm的GS与1%的SU组合平衡剂量计算精度与效率。

     

    Abstract:
    Background Extremely high accuracy in dose delivery is required for stereotactic body radiotherapy (SBRT) of early-stage non-small-cell lung cancer (NSCLC), making the Monte Carlo (MC) algorithm crucial. The accuracy and computational efficiency of the MC algorithm are closely related to the grid size (GS) and statistical uncertainty (SU), thus necessitating the determination of the optimal parameter combination.
    Methods In this study, 15 volumetric modulated arc therapy (VMAT) - SBRT plans for early-stage NSCLC were developed using the Monaco 6.2 treatment planning system. The GS was set at 3 mm, 2 mm, and 1 mm, while the SU was set at 0.50%, 0.75%, and 1.00%. The data from the combination of 1 mm GS and 0.5% SU were used as the reference. The dose accuracy of the planning target volume (PTV) and selected organs at risk (OARs) were compared, and the calculation time was recorded.
    Results The results showed that GS had a more significant impact on dose accuracy, and SU ≤ 1% could meet clinical requirements. The point dose indices of PTV and OARs were more sensitive to MC parameter changes, while dose-volume parameters were less sensitive. When GS was 2 mm and SU was 1%, both dose calculation accuracy and a calculation time of approximately 10 minutes could be achieved.
    Conclusions Therefore, it is recommended to use dose-volume indices for plan evaluation and adopt the combination of 2 mm GS and 1% SU to balance dose calculation accuracy and computational efficiency.

     

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