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基于直线加速器的立体定向放射治疗中MRI分辨率的影响

Impact of MRI resolution for Linac-based stereotactic radiosurgery.

作者信息

Huang Yimei, Liang Evan, Schaff Eric M, Zhao Bo, Snyder Karen C, Chetty Indrin J, Shah Mira M, Siddiqui Salim M

机构信息

Department of Radiation Oncology, Henry Ford Health, Detroit, MI,  United States.

出版信息

Front Oncol. 2023 Jan 24;13:1090582. doi: 10.3389/fonc.2023.1090582. eCollection 2023.

Abstract

OBJECTIVE

Magnetic resonance imaging (MRI) is a standard imaging modality in intracranial stereotactic radiosurgery (SRS) for defining target volumes. However, wide disparities in MRI resolution exist, which could directly impact accuracy of target delineation. Here, sequences with various MRI resolution were acquired on phantoms to evaluate the effect on volume definition and dosimetric consequence for cranial SRS.

MATERIALS/METHODS: Four T1-weighted MR sequences with increasing 3D resolution were compared, including two Spin Echo (SE) 2D acquisitions with 5mm and 3mm slice thickness () and two gradient echo 3D acquisitions (). The voxel sizes were 0.4×0.4×5.0, 0.5×0.5×3.0, 0.9×0.9×1.25, and 0.4×0.4×0.5 mm, respectively. Four phantoms with simulated lesions of different shape and volume (range, 0.53-25.0 cm) were imaged, resulting in 16 total sets of MRIs. Four radiation oncologists provided contours on individual MR image set. All observer contours were compared with ground truth, defined on CT image according to the absolute dimensions of the target structure, using Dice similarity coefficient (), Hausdorff distance (), mean distance-to-agreement (), and the ratio between reconstructed and true volume ( ). For dosimetric consequence, SRS plans targeting observer volumes were created. The true Paddick conformity index ( ), calculated with true target volume, was correlated with quality of observer volume.

RESULTS

All measures of observer contours improved as increasingly higher MRI resolution was provided from to . The improvement in , and was statistically significant (p<0.01). Dosimetrically, strongly correlated with of the planning observer volume (Pearson's r=0.94, p<0.00001).

CONCLUSIONS

Significant improvement in target definition and reduced inter-observer variation was observed as the MRI resolution improved, which also improved the quality of SRS plans. Results imply that high resolution 3D MR sequences should be used to minimize potential errors in target definition, and multi-slice 2D sequences should be avoided.

摘要

目的

磁共振成像(MRI)是颅内立体定向放射外科手术(SRS)中用于定义靶区体积的标准成像方式。然而,MRI分辨率存在很大差异,这可能直接影响靶区勾画的准确性。在此,在体模上采集具有不同MRI分辨率的序列,以评估其对颅脑SRS体积定义和剂量学结果的影响。

材料/方法:比较了四种具有递增3D分辨率的T1加权MR序列,包括两种层厚分别为5mm和3mm的自旋回波(SE)2D采集以及两种梯度回波3D采集。体素大小分别为0.4×0.4×5.0、0.5×0.5×3.0、0.9×0.9×1.25和0.4×0.4×0.5mm。对四个具有不同形状和体积(范围为0.53 - 25.0cm)模拟病变的体模进行成像,共获得16组MRI。四位放射肿瘤学家在每组MR图像上进行轮廓勾画。使用骰子相似系数( )、豪斯多夫距离( )、平均一致距离( )以及重建体积与真实体积之比( ),将所有观察者勾画的轮廓与根据靶结构绝对尺寸在CT图像上定义的真实情况进行比较。对于剂量学结果,创建针对观察者体积的SRS计划。用真实靶区体积计算的真实帕迪克适形指数( )与观察者体积质量相关。

结果

随着从 到 提供越来越高的MRI分辨率,观察者轮廓的所有测量指标均得到改善。 、 和 的改善具有统计学意义(p<0.01)。在剂量学方面, 与计划观察者体积的 密切相关(皮尔逊r = 0.94,p<0.00001)。

结论

随着MRI分辨率的提高,观察到靶区定义有显著改善,观察者间差异减小,这也提高了SRS计划的质量。结果表明,应使用高分辨率3D MR序列以尽量减少靶区定义中的潜在误差,应避免使用多层2D序列。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bd0c/9902927/33d1059e01f2/fonc-13-1090582-g001.jpg

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