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多任务快速 T1 映射定量 3D 动态对比增强磁共振成像在颈动脉管壁成像中的应用

Quantitative 3D dynamic contrast-enhanced (DCE) MR imaging of carotid vessel wall by fast T1 mapping using Multitasking.

机构信息

Biomedical Imaging Research Institute, Cedars-Sinai Medical Center, Los Angeles, California.

Department of Bioengineering, University of California, Los Angeles, California.

出版信息

Magn Reson Med. 2019 Apr;81(4):2302-2314. doi: 10.1002/mrm.27553. Epub 2018 Oct 28.

Abstract

PURPOSE

To develop a dynamic contrast-enhanced (DCE) MRI method capable of high spatiotemporal resolution, 3D carotid coverage, and T1-based quantification of contrast agent concentration for the assessment of carotid atherosclerosis using a newly developed Multitasking technique.

METHODS

5D imaging with 3 spatial dimensions, 1 T1 recovery dimension, and 1 DCE time dimension was performed using MR Multitasking based on low-rank tensor modeling, which allows direct T1 quantification with high spatiotemporal resolution (0.7 mm isotropic and 595 ms, respectively). Saturation recovery preparations followed by 3D segmented fast low angle shot readouts were implemented with Gaussian-density random 3D Cartesian sampling. A bulk motion removal scheme was developed to improve image quality. The proposed protocol was tested in phantom and human studies. In vivo scans were performed on 14 healthy subjects and 7 patients with carotid atherosclerosis. Kinetic parameters including area under the concentration versus time curve (AUC), v , K , and v were evaluated for each case.

RESULTS

Phantom experiments showed that T1 measurements using the proposed protocol were in good agreement with reference value ( ). In vivo studies demonstrated that AUC, v , and K in the patient group were significantly higher than in the control group (0.63 ± 0.13 versus 0.42 ± 0.12, P < 0.001; 0.14 ± 0.05 versus 0.11 ± 0.03, P = 0.034; and 0.13 ± 0.04 versus 0.08 ± 0.02, P < 0.001, respectively). Results from repeated subjects showed good interscan reproducibility (intraclass correlation coefficient: v , 0.83; K , 0.87; v , 0.92; AUC, 0.94).

CONCLUSION

Multitasking DCE is a promising approach for quantitatively assessing the vascularity properties of the carotid vessel wall.

摘要

目的

开发一种基于新的多任务技术的动态对比增强(DCE)MRI 方法,该方法具有高时空分辨率、3D 颈动脉覆盖范围和基于 T1 的对比剂浓度定量能力,用于评估颈动脉粥样硬化。

方法

使用基于低秩张量建模的 MR 多任务进行 5D 成像,具有 3 个空间维度、1 个 T1 恢复维度和 1 个 DCE 时间维度,分别实现高时空分辨率(分别为 0.7 毫米各向同性和 595 毫秒)的直接 T1 定量。采用高斯密度随机 3D 笛卡尔采样实现饱和恢复准备和 3D 分段快速低角度 shot 读出。开发了一种整体运动去除方案以提高图像质量。该方案在体模和人体研究中进行了测试。对 14 名健康受试者和 7 名颈动脉粥样硬化患者进行了活体扫描。评估了每个病例的动力学参数,包括浓度-时间曲线下面积(AUC)、v 、K 和 v 。

结果

体模实验表明,使用所提出的方案进行 T1 测量与参考值( )非常吻合。体内研究表明,患者组的 AUC、v 和 K 明显高于对照组(0.63 ± 0.13 比 0.42 ± 0.12,P < 0.001;0.14 ± 0.05 比 0.11 ± 0.03,P = 0.034;0.13 ± 0.04 比 0.08 ± 0.02,P < 0.001)。重复受试者的结果表明,扫描间具有良好的可重复性(组内相关系数:v ,0.83;K ,0.87;v ,0.92;AUC,0.94)。

结论

多任务 DCE 是一种很有前途的方法,可用于定量评估颈动脉血管壁的血管生成特性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/23d7/6372333/cc517a02d92f/nihms-988813-f0001.jpg

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