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在肺肿瘤 4D 扫描质子治疗计划优化中选择呼吸相位数量。

Selection of breathing phase number in 4D scanned proton treatment planning optimization for lung tumors.

机构信息

Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou 730000, China; Key Laboratory of Heavy Ion Radiation Biology and Medicine of Chinese Academy of Sciences, Lanzhou 730000, China; Key Laboratory of Basic Research on Heavy Ion Radiation Application in Medicine, Gansu Province, Lanzhou 730000, China.

Department of Radiation Oncology, Shanghai Proton and Heavy Ion Center, Fudan University Cancer Hospital, Shanghai 201321, China; Shanghai Key Laboratory of Radiation Oncology, Shanghai 201321, China; Shanghai Engineering Research Center of Proton and Heavy Ion Radiation Therapy, Shanghai 201321, China.

出版信息

Phys Med. 2023 Oct;114:103152. doi: 10.1016/j.ejmp.2023.103152. Epub 2023 Sep 30.

Abstract

The standard four-dimensional (4D) treatment planning includes all breathing states in the optimization process, which is time-consuming. This work was aimed to optimize the number of intermediate phases needed for 4D proton treatment planning optimization to reduce the computational cost. Five 4D optimization strategies adopting different numbers of intermediate states and one three-dimensional (3D) optimization plan were studied for fifteen lung cancer patients treated with scanned protons, optimizing on all ten phases (4D_10), two extreme phases (4D_2), six phases during the exhalation stage (4D_6EX), six phases during the inhalation stage (4D_6IN), two extreme phases plus an intermediate state (4D_3) and average computed tomography image (3D), respectively. The 4D dose evaluation was conducted on all the ten phases, considering the interplay effect. The resulting doses accumulated on the reference phase were computed and compared. Compared to the 4D optimization plans, the 3D optimization plan performed inferiorly in target coverage, but superiorly in organ at risks (OARs) sparing. For the 4D optimization, all the five 4D plans showed similar performance in OARs protection. However, the 4D_6EX and 4D_6IN strategies out-performed the 4D_2 and 4D_3 plans in dose homogeneity. The computing times of the 4D_2, 4D_3, 4D_6EX and 4D_6IN approaches decreased to 32%, 41%, 66% and 67% of the 4D_10 method, respectively. Thus, our study suggested that the use of all phases during inhalation or exhalation stage might be a feasible approach substituting for the full phase strategy to reduce the calculation load while guaranteeing the plan quality for scanned proton therapy.

摘要

标准的四维(4D)治疗计划包括优化过程中的所有呼吸状态,这是一个耗时的过程。本研究旨在优化 4D 质子治疗计划优化所需的中间相数量,以降低计算成本。对 15 例接受扫描质子治疗的肺癌患者,采用五种不同中间相数量的 4D 优化策略和一种三维(3D)优化计划进行了研究,分别对所有 10 个相位(4D_10)、两个极端相位(4D_2)、呼气阶段的 6 个相位(4D_6EX)、吸气阶段的 6 个相位(4D_6IN)、两个极端相位加一个中间相(4D_3)和平均计算机断层扫描图像(3D)进行优化。考虑到相互作用效应,对所有十个相位进行了 4D 剂量评估。计算并比较了参考相位上积累的剂量。与 4D 优化方案相比,3D 优化方案在靶区覆盖方面表现较差,但在保护器官方面表现较好。对于 4D 优化,所有 5 种 4D 方案在保护 OAR 方面的性能相似。然而,4D_6EX 和 4D_6IN 策略在剂量均匀性方面优于 4D_2 和 4D_3 方案。4D_2、4D_3、4D_6EX 和 4D_6IN 方法的计算时间分别减少到 4D_10 方法的 32%、41%、66%和 67%。因此,我们的研究表明,在吸气或呼气阶段使用所有相位可能是一种可行的方法,可以替代全相策略,在保证计划质量的同时,降低扫描质子治疗的计算负荷。

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