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一种新的容积调强弧形治疗计划复杂性指标的描述与评估

Description and evaluation of a new volumetric-modulated arc therapy plan complexity metric.

作者信息

Li Guangjun, Jiang Wei, Li Yanlong, Wang Qiang, Xiao Jianghong, Zhong Renming, Bai Sen

机构信息

Department of Radiation Oncology, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China.

Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, China; Department of Radiotherapy, Yantai Yuhuangding Hospital, Qingdao University School of Medicine, Yantai, Shandong, 264000, China.

出版信息

Med Dosim. 2021;46(2):188-194. doi: 10.1016/j.meddos.2020.11.004. Epub 2021 Jan 19.

Abstract

This study describes a new plan complexity metric for volumetric-modulated arc therapy (VMAT) and evaluates the relationship of this metric with the VMAT dosimetric accuracy. The new modulation complexity score for VMAT (NMCSv) that is based on the aperture shape and multi-leaf collimator (MLC) leaf travel is described. Its performance is evaluated through correlation and receiver operating characteristic (ROC) analyses with patient-specific gamma passing rates using 2 3-dimensional diode arrays. For comparison, the following metrics are evaluated using the same correlation analyses: average field width, average leaf travel, modulation complexity score, and leaf travel modulation complexity score. Spearman's rank correlation analysis is performed to examine any relationships between the complexity metrics and the patient-specific gamma passing rates. ROC curves are used to assess the performance of the plan metrics using a gamma passing rate of 3%/3 mm criterion with a 95% tolerance level. In both the diode arrays, the gamma passing rates (3%/3 mm and 2%/2 mm) for patient-specific dosimetric verification of VMAT plans are moderately or weakly correlated to all the complexity metrics. NMCSv demonstrates the highest correlation with the passing rates (r = 0.652, p < 0.001 for Delta4 and r = 0.499, p < 0.001 for ArcCheck) and the highest area under the curve value (0.809, p < 0.01 for Delta4 and 0.734, p < 0.01 for ArcCheck). While using the Delta4 system, NMCSv exhibits an excellent classification performance with area under the curves of 0.926 (sensitivity: 0.913; specificity: 0.860; p < 0.01) and 0.918 (sensitivity: 0.943; specificity: 0.720; p < 0.01) for rectal and cervical cancer plans, respectively. NMCSv as a novel potential clinical plan complexity metric is moderately correlated with the gamma passing rate. It demonstrates the best performance with respect to distinguishing the dosimetric accuracy of VMAT plans among the evaluated metrics. The classification performance of complexity metrics can be affected by various dosimetry verification devices and treatment sites.

摘要

本研究描述了一种用于容积调强弧形放疗(VMAT)的新的计划复杂性度量标准,并评估了该度量标准与VMAT剂量准确性之间的关系。描述了基于孔径形状和多叶准直器(MLC)叶片行程的VMAT新调制复杂性评分(NMCSv)。使用2个三维二极管阵列,通过相关性分析和接受者操作特征(ROC)分析,以患者特定的伽马通过率来评估其性能。为了进行比较,使用相同的相关性分析来评估以下度量标准:平均射野宽度、平均叶片行程、调制复杂性评分和叶片行程调制复杂性评分。进行Spearman等级相关性分析,以检验复杂性度量标准与患者特定伽马通过率之间的任何关系。使用95%容差水平下3%/3 mm标准的伽马通过率,通过ROC曲线来评估计划度量标准的性能。在两个二极管阵列中,VMAT计划患者特定剂量验证的伽马通过率(3%/3 mm和2%/2 mm)与所有复杂性度量标准呈中度或弱相关。NMCSv与通过率的相关性最高(Delta4的r = 0.652,p < 0.001;ArcCheck的r = 0.499,p < 0.001),并且曲线下面积值最高(Delta4为0.809,p < 0.01;ArcCheck为0.734,p < 0.01)。在使用Delta4系统时,对于直肠癌和宫颈癌计划,NMCSv分别表现出优异的分类性能,曲线下面积分别为0.926(敏感性:0.913;特异性:0.860;p < 0.01)和0.918(敏感性:0.943;特异性:0.720;p < 0.01)。NMCSv作为一种新的潜在临床计划复杂性度量标准,与伽马通过率呈中度相关。在评估的度量标准中,它在区分VMAT计划的剂量准确性方面表现最佳。复杂性度量标准的分类性能可能会受到各种剂量验证设备和治疗部位的影响。

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