Comparative analysis of delivered and planned doses in target volumes for lung stereotactic ablative radiotherapy.

IF 3.3 2区 医学 Q2 ONCOLOGY
Geum Bong Yu, Jung In Kim, Hak Jae Kim, Seungwan Lee, Chang Heon Choi, Seonghee Kang
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引用次数: 0

Abstract

Background: Adaptive therapy has been enormously improved based on the art of generating adaptive computed tomography (ACT) from planning CT (PCT) and the on-board image used for the patient setup. Exploiting the ACT, this study evaluated the dose delivered to patients with non-small-cell lung cancer (NSCLC) patients treated with stereotactic ablative radiotherapy (SABR) and derived relationship between the delivered dose and the parameters obtained through the evaluation procedure.

Methods: SABR treatment records of 72 patients with NSCLC who were prescribed a dose of 60 Gy (Dprescribed) to the 95% volume of the planning target volume (PTV) in four fractions were analysed in this retrospective study; 288 ACTs were generated by rigid and deformable registration of a PCT to a cone-beam computed tomography (CBCT) per fraction. Each ACT was sent to the treatment planning system (TPS) and treated as an individual PCT to calculate the dose. Delivered dose to a patient was estimated by averaging four doses calculated from four ACTs per treatment. Through the process, each ACT provided the geometric parameters, such as mean displacement of the deformed PTV voxels (Warpmean) and Dice similarity coefficient (DSC) from deformation vector field, and dosimetric parameters, e.g. difference of homogeneity index (ΔHI, HI defined as (D2%-D98%)/Dprescribed*100) and mean delivered dose to the PTV (Dmean), obtained from the dose statistics in the TPS. Those parameters were analyzed using multiple linear regression and one-way-ANOVA of SPSS® (version 27).

Results: The prescribed dose was confirmed to be fully delivered to internal target volume (ITV) within maximum difference of 1%, and the difference between the planned and delivered doses to the PTV was agreed within 6% for more than 95% of the ACT cases. Volume changes of the ITV during the treatment course were observed to be minor in comparison of their standard deviations. Multiple linear regression analysis between the obtained parameters and the dose delivered to 95% volume of the PTV (D95%) revealed four PTV parameters [Warpmean, DSC, ΔHI between the PCT and ACT, Dmean] and the PTV D95% to be significantly related with P-values < 0.05. The ACT cases of high ΔHI were caused by higher values of the Warpmean and DSC from the deformable image registration, resulting in lower PTV D95% delivered. The mean values of PTV D95% and Warpmean showed significant differences depending on the lung lobe where the tumour was located.

Conclusions: Evaluation of the dose delivered to patients with NSCLC treated with SABR using ACTs confirmed that the prescribed dose was accurately delivered to the ITV. However, for the PTV, certain ACT cases characterised by high HI deviations from the original plan demonstrated variations in the delivered dose. These variations may potentially arise from factors such as patient setup during treatment, as suggested by the statistical analyses of the parameters obtained from the dose evaluation process.

肺部立体定向消融放疗靶体积中的投放剂量与计划剂量的比较分析。
背景:根据计划 CT(PCT)和用于患者设置的机载图像生成自适应计算机断层扫描(ACT)的技术极大地改进了自适应治疗。利用自适应计算机断层扫描技术,本研究评估了接受立体定向消融放射治疗(SABR)的非小细胞肺癌(NSCLC)患者的照射剂量,并得出了照射剂量与通过评估程序获得的参数之间的关系:在这项回顾性研究中,分析了72名NSCLC患者的SABR治疗记录,这些患者的计划靶区(PTV)95%体积的剂量为60Gy(Dprescribed),共分四次进行;通过将PCT与锥束计算机断层扫描(CBCT)进行刚性和可变形配准,每部分生成288个ACT。每个 ACT 都被发送到治疗计划系统 (TPS),并作为单个 PCT 处理,以计算剂量。通过每次治疗的四个 ACT 计算出的四个剂量的平均值来估算患者的输出剂量。在此过程中,每个 ACT 都提供了几何参数,如变形 PTV 体素的平均位移(Warpmean)和来自变形矢量场的 Dice 相似系数(DSC),以及剂量学参数,如从 TPS 的剂量统计中获得的均匀性指数差(ΔHI,HI 定义为(D2%-D98%)/Dprescribed*100)和 PTV 的平均投放剂量(Dmean)。这些参数使用 SPSS® (27 版)的多元线性回归和单因子方差分析进行分析:结果:95%以上的ACT病例证实,规定剂量在最大差值1%的范围内完全送达内靶体积(ITV),计划剂量与送达PTV剂量的差值在6%以内。与标准偏差相比,治疗过程中 ITV 的体积变化较小。所得参数与PTV 95%容积(D95%)剂量之间的多元线性回归分析显示,四个PTV参数[Warpmean、DSC、PCT与ACT之间的ΔHI、Dmean]和PTV D95%与可变形图像配准的P值均值和DSC显著相关,导致PTV D95%剂量较低。PTV D95% 和 Warpmean 的平均值因肿瘤所在肺叶的不同而有显著差异:对使用ACTs进行SABR治疗的NSCLC患者的剂量评估证实,规定的剂量能准确地投放到ITV。然而,对于PTV,某些ACT病例的HI偏离原计划的程度较高,这表明所投放的剂量存在差异。对剂量评估过程中获得的参数进行统计分析后发现,这些变化可能是由治疗过程中的患者设置等因素造成的。
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
Radiation Oncology
Radiation Oncology ONCOLOGY-RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
CiteScore
6.50
自引率
2.80%
发文量
181
审稿时长
3-6 weeks
期刊介绍: Radiation Oncology encompasses all aspects of research that impacts on the treatment of cancer using radiation. It publishes findings in molecular and cellular radiation biology, radiation physics, radiation technology, and clinical oncology.
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