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计划复杂性对滑动窗口调强放疗基于计算和测量的治疗前验证的影响。

The impact of plan complexity on calculation and measurement-based pre-treatment verifications for sliding-window intensity-modulated radiotherapy.

作者信息

Li Shi, Luo Huanli, Tan Xia, Qiu Tao, Yang Xin, Feng Bin, Chen Liyuan, Wang Ying, Jin Fu

机构信息

Departments of Radiation Oncology, Chongqing University Cancer Hospital, Chongqing, Republic of China.

出版信息

Phys Imaging Radiat Oncol. 2024 Aug 5;31:100622. doi: 10.1016/j.phro.2024.100622. eCollection 2024 Jul.

Abstract

BACKGROUND AND PURPOSE

In sliding-window intensity-modulated radiotherapy, increased plan modulation often leads to increased plan complexities and dose uncertainties. Dose calculation and/or measurement checks are usually adopted for pre-treatment verification. This study aims to evaluate the relationship among plan complexities, calculated doses and measured doses.

MATERIALS AND METHODS

A total of 53 plan complexity metrics (PCMs) were selected, emphasizing small field characteristics and leaf speed/acceleration. Doses were retrieved from two beam-matched treatment devices. The intended dose was computed employing the Anisotropic Analytical Algorithm and validated through Monte Carlo (MC) and Collapsed Cone Convolution (CCC) algorithms. To measure the delivered dose, 3D diode arrays of various geometries, encompassing helical, cross, and oblique cross shapes, were utilized. Their interrelation was assessed via Spearman correlation analysis and principal component linear regression (PCR).

RESULTS

The correlation coefficients between calculation-based (CQA) and measurement-based verification quality assurance (MQA) were below 0.53. Most PCMs showed higher correlation with CQA (max: 0.84) than MQA (max: 0.65). The proportion of  ≥ 0.5 was the largest in the pelvis compared to head-and-neck and chest-and-abdomen, and the highest occurred at 1 %/1mm. Some modulation indices for the MLC speed and acceleration were significantly correlated with CQA and MQA. PCR's determination coefficients ( ) indicated PCMs had higher accuracy in predicting CQA (max: 0.75) than MQA (max: 0.42).

CONCLUSIONS

CQA and MQA demonstrated a weak correlation. Compared to MQA, CQA exhibited a stronger correlation with PCMs. Certain PCMs related to MLC movement effectively indicated variations in both quality assurances.

摘要

背景与目的

在滑动窗口调强放射治疗中,计划调制的增加通常会导致计划复杂性和剂量不确定性增加。治疗前验证通常采用剂量计算和/或测量检查。本研究旨在评估计划复杂性、计算剂量和测量剂量之间的关系。

材料与方法

共选择了53个计划复杂性指标(PCM),重点关注小射野特征和叶片速度/加速度。从两个束流匹配的治疗设备中获取剂量。采用各向异性分析算法计算预期剂量,并通过蒙特卡罗(MC)算法和坍缩圆锥卷积(CCC)算法进行验证。为测量实际 delivered 剂量,使用了各种几何形状的3D二极管阵列,包括螺旋形、十字形和斜十字形。通过Spearman相关分析和主成分线性回归(PCR)评估它们之间的相互关系。

结果

基于计算的验证质量保证(CQA)和基于测量的验证质量保证(MQA)之间的相关系数低于0.53。大多数PCM与CQA(最大值:0.84)的相关性高于与MQA(最大值:0.65)的相关性。与头颈部和胸腹部相比,骨盆中≥0.5的比例最大,且在1%/1mm时最高。一些MLC速度和加速度的调制指数与CQA和MQA显著相关。PCR的决定系数( )表明PCM在预测CQA(最大值:0.75)方面比MQA(最大值:0.42)具有更高的准确性。

结论

CQA和MQA显示出弱相关性。与MQA相比,CQA与PCM表现出更强的相关性。某些与MLC运动相关的PCM有效地表明了两种质量保证中的变化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/331d/11364123/b7d320119522/gr1.jpg

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