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使用容积旋转调强弧形治疗肝癌的立体定向体部放射治疗中的相互作用效应建模。

Interplay effect modeling in stereotactic body radiotherapy treatment of liver cancer using volumetric modulated arc therapy.

机构信息

Centre for Medical Physics, Panjab University, Chandigarh, Punjab, India.

Radiation Oncology Department, Institute of Liver and Biliary Sciences, New Delhi, India.

出版信息

Phys Eng Sci Med. 2021 Mar;44(1):123-134. doi: 10.1007/s13246-020-00961-5. Epub 2021 Feb 4.

DOI:10.1007/s13246-020-00961-5
PMID:33543451
Abstract

To model the interplay effect and minimize it by a selection of optimum parameters value using a predictive model for SBRT of liver cancers. Ten cases of liver tumors treated with the VMAT technique were selected retrospectively. The dosimetric error due to the interplay effect was measured with a micro ionization chamber (0.015cm) in a Quasar phantom simulating the moving tumor. The interplay effect dependent parameter's viz. patient breaths per minute, the amplitude of respiration, fractional dose (FD), plan complexity due to different energies (Relative degree of modulation), degree of modulation due to a different level of dose optimization constraints, and dose rate (DR) were measured. For the predictive model, mathematical equations were modeled in python from 300 combinations of proposed parameters using multivariate regression analysis. It was observed that the dose variation reduced from -8.44% to -5.16% for change in the BPM values from 7 to 31 and similarly for amplitude, the dose variation reduced from -9.44% to -4.93% for change in amplitude value from 16 mm to 2 mm. The DR and FD have a prominent effect with R values of 0.990 and 0.880 respectively. The calculated mean square errors of equations excluding amplitude for the predictive model were 0.90 and 0.82 whereas those for equations excluding BPM were 1.31 and 1.41 for 6 MV and 10 MV beams respectively. The values of the parameters can be prospectively optimized by the use of the predictive model according to clinical situations, so dose variation can be minimized.

摘要

为了模拟相互作用效应并通过选择最佳参数值来最小化相互作用效应,我们为肝癌 SBRT 建立了一个预测模型。回顾性选择了 10 例接受 VMAT 技术治疗的肝肿瘤病例。在 Quasar 体模中使用微电离室(0.015cm)测量了由于相互作用效应引起的剂量误差,该体模模拟了移动肿瘤。测量了与相互作用效应相关的参数,如患者每分钟呼吸次数、呼吸幅度、分数剂量(FD)、不同能量引起的计划复杂性(相对调制程度)、不同剂量优化约束水平引起的调制程度以及剂量率(DR)。对于预测模型,使用多元回归分析从 300 种组合的建议参数中在 Python 中建立了数学方程。结果发现,BPM 值从 7 变为 31 时,剂量变化从-8.44%减少到-5.16%,类似地,当振幅值从 16mm 变为 2mm 时,剂量变化从-9.44%减少到-4.93%。DR 和 FD 的影响较大,R 值分别为 0.990 和 0.880。对于预测模型,不包括振幅的方程的平均平方误差分别为 0.90 和 0.82,而不包括 BPM 的方程的平均平方误差分别为 1.31 和 1.41,用于 6MV 和 10MV 射束。可以根据临床情况使用预测模型来前瞻性优化参数值,从而最小化剂量变化。

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本文引用的文献

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Minimizing dose variation from the interplay effect in stereotactic radiation therapy using volumetric modulated arc therapy for lung cancer.使用容积旋转调强弧形治疗技术最小化肺癌立体定向放射治疗中的相互作用效应引起的剂量变化。
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Dosimetric validation of Monaco treatment planning system on an Elekta VersaHD linear accelerator.在医科达VersaHD直线加速器上对Monaco治疗计划系统进行剂量验证。
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The influence of plan modulation on the interplay effect in VMAT liver SBRT treatments.
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Influence of monte carlo variance with fluence smoothing in VMAT treatment planning with Monaco TPS.蒙特卡洛方差对Monaco治疗计划系统在容积调强放疗(VMAT)治疗计划中注量平滑的影响
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Quantification of interplay and gradient effects for lung stereotactic ablative radiotherapy (SABR) treatments.肺立体定向消融放疗(SABR)治疗中相互作用和梯度效应的量化
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Three-dimensional versus four-dimensional dose calculation for volumetric modulated arc therapy of hypofractionated treatments.立体定向体部放疗低分割治疗中三维与四维剂量计算的比较
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Dosimetric impact of the interplay effect during stereotactic lung radiation therapy delivery using flattening filter-free beams and volumetric modulated arc therapy.立体定向肺部放射治疗中使用非均整滤过射束和容积调制弧形治疗时的互作用效应对剂量学的影响。
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