呼吸诱导运动对1.5T磁共振直线加速器三维磁共振成像自适应放疗工作流程的影响

IF 2.3 2区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Yongchang Wu, Hang Yu, Qing Xiao, Jing Li, Weige Wei, Lian Duan, Sen Bai, Guangjun Li
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引用次数: 0

摘要

背景:三维(3D)磁共振成像(MRI)的采集时间长,容易受到运动引起的伪影的影响,如模糊和重影,这可能会影响目标描绘和剂量准确性。尽管已经提出了四维MRI和电影MRI等运动管理策略,但呼吸参数-特别是幅度和频率-对磁共振引导的适应性放疗(RT)的几何和剂量精度的具体影响仍然没有充分量化。因此,本研究旨在系统地评估呼吸诱导的线性平移运动如何影响基于mri的自适应rt的描绘准确性和剂量分布。方法:使用磁共振兼容的运动模型来复制患者特异性呼吸诱导的平移运动,并结合从真实患者波形中提取的振幅和频率变化。生成8种不同的呼吸模式,并对每种模式使用标准自旋-自旋松弛时间加权(T2W)三维(3D)笛卡尔序列获得MR图像。将临床医生基于3D MR图像划定的内部靶体积(ITV)与数字幻影生成的参考靶体积(ITVref)进行比较。评估关键描述指标[如Dice相似系数(DSC)、Hausdorff距离(HD)和平均表面距离(MSD)]和剂量学参数(如接受95%体积的剂量),并进行统计分析以评估呼吸运动特征与观察到的变化之间的相关性。结果:呼吸振幅显著影响圈定精度和剂量一致性。DSC随振幅增加呈线性下降,从2.50 mm时的0.96下降到12.50 mm时的0.83,而HD和MSD呈比例增加(分别为2.62 ~ 6.32 mm和0.08 ~ 0.64 mm)。剂量学分析显示,在较高幅度处,ITVref剂量覆盖率显著降低,在12.50 mm处,占体积95%的剂量相对于规定的总剂量4500 cGy减少了481.55 cGy。相比之下,呼吸频率的影响最小,其变化仍在临床可接受的范围内。结论:本研究探讨了呼吸诱导的线性平移运动对磁共振引导下磁共振成像中ITV描绘和剂量测定精度的影响。研究发现,大的呼吸振幅显著损害几何和剂量测定精度,而频率影响最小。结果强调了三维笛卡尔MRI由于运动平均伪影的局限性,并支持先进成像技术的发展,以提高ITV的描绘精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effect of respiration-induced motion on a three-dimensional magnetic resonance imaging-based adaptive radiotherapy workflow in a 1.5T magnetic resonance linear accelerator.

Background: The long acquisition time of three-dimensional (3D) magnetic resonance imaging (MRI) makes it vulnerable to motion-induced artifacts such as blurring and ghosting, which may compromise target delineation and dose accuracy. Although motion management strategies such as four-dimensional MRI and cine MRI have been proposed, the specific influence of respiratory parameters-particularly amplitude and frequency-on the geometric and dosimetric precision of magnetic resonance-guided adaptive radiotherapy (RT) remains inadequately quantified. This study thus aimed to systematically evaluate how respiratory-induced linear translational motion affects delineation accuracy and dose distribution in MRI-based adaptive RT.

Methods: An MR-compatible motion phantom was employed to replicate patient-specific respiratory-induced translational motion, with amplitude and frequency variations extracted from real patient waveforms being incorporated. Eight distinct respiratory patterns were generated, and MR images were acquired with standard spin-spin relaxation time-weighted (T2W) three-dimensional (3D) Cartesian sequences for each pattern. The internal target volume (ITV) delineated by clinicians based on 3D MR images was compared with the reference ITV (ITVref) generated with the digital phantom. Key delineation metrics [e.g., Dice similarity coefficient (DSC), Hausdorff distance (HD), and mean surface distance (MSD)] and dosimetric parameters (e.g., dose received by 95% of the volume) were evaluated, and statistical analyses were performed to assess the correlations between respiratory motion characteristics and the observed variations.

Results: Respiratory amplitude significantly affected delineation accuracy and dosimetric consistency. The DSC decreased linearly with increasing amplitude, from 0.96 at 2.50 mm to 0.83 at 12.50 mm, while the HD and MSD increased proportionally (2.62 to 6.32 mm and 0.08 to 0.64 mm, respectively). Dosimetric analysis showed a notable reduction in ITVref dose coverage at higher amplitudes, with the dose received by 95% of the volume decreasing by 481.55 cGy at 12.50 mm relative to the prescribed total dose of 4,500 cGy. In contrast, respiratory frequency had minimal impact, with changes remaining within clinically acceptable ranges.

Conclusions: This study investigated the impact of respiratory-induced linear translational motion on ITV delineation and dosimetric accuracy in MR-guided RT. It was found that large respiratory amplitudes significantly compromised geometric and dosimetric precision, whereas frequency had minimal influence. The results emphasize the limitations of 3D Cartesian MRI due to motion-averaged artifacts and support the development of advanced imaging techniques for improving ITV delineation accuracy.

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来源期刊
Quantitative Imaging in Medicine and Surgery
Quantitative Imaging in Medicine and Surgery Medicine-Radiology, Nuclear Medicine and Imaging
CiteScore
4.20
自引率
17.90%
发文量
252
期刊介绍: Information not localized
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