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放疗环境下的张量值扩散磁共振成像

Tensor-valued diffusion magnetic resonance imaging in a radiotherapy setting.

作者信息

Brynolfsson Patrik, Lerner Minna, Sundgren Pia C, Jamtheim Gustafsson Christian, Nilsson Markus, Szczepankiewicz Filip, Olsson Lars E

机构信息

Dept. of Translational Medicine, Division of Medical Radiation Physics, Lund University, Malmö, Sweden.

Random Walk Imaging AB, SE-22002 Lund, Sweden.

出版信息

Phys Imaging Radiat Oncol. 2022 Nov 10;24:144-151. doi: 10.1016/j.phro.2022.11.005. eCollection 2022 Oct.

Abstract

BACKGROUND AND PURPOSE

Diagnostic information about cell density variations and microscopic tissue anisotropy can be gained from tensor-valued diffusion magnetic resonance imaging (MRI). These properties of tissue microstructure have the potential to become novel imaging biomarkers for radiotherapy response. However, tensor-valued diffusion encoding is more demanding than conventional encoding, and its compatibility with MR scanners that are dedicated to radiotherapy has not been established. Thus, our aim was to investigate the feasibility of tensor-valued diffusion MRI with radiotherapy dedicated MR equipment.

MATERIAL AND METHODS

A tensor-valued diffusion protocol was implemented, and five healthy volunteers were scanned with different resolutions using conventional head coil and radiotherapy coil setup with fixation masks. Signal-to-noise-ratio (SNR) was evaluated to assess the risk of signal bias due to rectified noise floor. We also evaluated the repeatability and reproducibility of the microstructure parameters. One patient with brain metastasis was scanned to investigate the image quality and the transferability of the setup to diseased tissue.

RESULTS

A resolution of 3 × 3 × 3 mm provided images with SNR > 3 for 93 % of the voxels using radiotherapy coil setup. The parameter maps and repeatability characteristics were comparable to those observed with a conventional head coil. The patient evaluation demonstrated successful parameter analysis also in tumor tissue, with SNR > 3 for 93 % of the voxels.

CONCLUSION

We demonstrate that tensor-valued diffusion MRI is compatible with radiotherapy fixation masks and coil setup for investigations of microstructure parameters. The reported reproducibility may be used to plan future investigations of imaging biomarkers in brain cancer radiotherapy.

摘要

背景与目的

通过张量值扩散磁共振成像(MRI)可获取有关细胞密度变化和微观组织各向异性的诊断信息。组织微观结构的这些特性有潜力成为放疗反应的新型成像生物标志物。然而,张量值扩散编码比传统编码要求更高,且其与放疗专用磁共振扫描仪的兼容性尚未确立。因此,我们的目的是研究使用放疗专用磁共振设备进行张量值扩散MRI的可行性。

材料与方法

实施了张量值扩散方案,使用传统头部线圈和带有固定面罩的放疗线圈设置,以不同分辨率对5名健康志愿者进行扫描。评估信噪比(SNR)以评估由于校正本底噪声导致信号偏差的风险。我们还评估了微观结构参数的可重复性和再现性。对1例脑转移患者进行扫描,以研究图像质量以及该设置对病变组织的可转移性。

结果

使用放疗线圈设置时,3×3×3mm的分辨率为93%的体素提供了SNR>3的图像。参数图和可重复性特征与使用传统头部线圈观察到的相当。患者评估表明,在肿瘤组织中也能成功进行参数分析,93%的体素SNR>3。

结论

我们证明张量值扩散MRI与放疗固定面罩和线圈设置兼容,可用于微观结构参数的研究。所报告的可重复性可用于规划未来脑癌放疗中成像生物标志物的研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bea5/9679029/449b8de4086b/gr1.jpg

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