用于小鼠全脑动态对比度增强成像的三维磁共振指纹技术

ArXiv Pub Date : 2024-08-05
Yuran Zhu, Guanhua Wang, Yuning Gu, Walter Zhao, Jiahao Lu, Junqing Zhu, Christina J MacAskill, Andrew Dupuis, Mark A Griswold, Dan Ma, Chris A Flask, Xin Yu
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引用次数: 0

摘要

定量磁共振成像可直接量化造影剂在造影剂增强扫描中的浓度。然而,传统方法需要较长的扫描时间,不足以动态跟踪造影剂在小鼠大脑中的迁移。我们开发了一种三维磁共振指纹图谱(MRF)方法,能以 4.3 分钟的时间分辨率同时绘制整个小鼠大脑的 T1 和 T2 图谱。我们在 9.4T 临床前磁共振成像扫描仪上设计了一个具有可变采集段长度和磁化准备的三维 MRF 序列。我们采用了基于模型的重建方法来提高 MRF 采集的准确性和速度。体外验证了该方法测量 T1 和 T2 的准确性,体内评估了 T1 和 T2 测量的可重复性(n=3)。三维磁共振成像序列在小鼠全脑内部注入 Gd-DTPA 的动态跟踪中的实用性得到了证实(5 个样本)。模型研究证实,三维磁共振成像能准确测量 T1 和 T2,取样不足系数高达 48。动态对比增强(DCE)MRF 扫描的空间分辨率为 192 x 192 x 500 um3,时间分辨率为 4.3 分钟,从而可以分析和比较各脑区颅内灌注 Gd-DTPA 的浓度和运输动力学的动态变化。该序列还能在 30 分钟内对整个小鼠大脑(192 x 192 x 250 um3)进行高重复性、高分辨率的 T1 和 T2 绘图。我们首次提出了利用三维 MRF 定量跟踪造影剂在小鼠大脑中传输的动态多参数方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
3D MR Fingerprinting for Dynamic Contrast-Enhanced Imaging of Whole Mouse Brain.

Purpose: Quantitative MRI enables direct quantification of contrast agent concentrations in contrast-enhanced scans. However, the lengthy scan times required by conventional methods are inadequate for tracking contrast agent transport dynamically in mouse brain. We developed a 3D MR fingerprinting (MRF) method for simultaneous T1 and T2 mapping across the whole mouse brain with 4.3-min temporal resolution.

Method: We designed a 3D MRF sequence with variable acquisition segment lengths and magnetization preparations on a 9.4T preclinical MRI scanner. Model-based reconstruction approaches were employed to improve the accuracy and speed of MRF acquisition. The method's accuracy for T1 and T2 measurements was validated in vitro, while its repeatability of T1 and T2 measurements was evaluated in vivo (n=3). The utility of the 3D MRF sequence for dynamic tracking of intracisternally infused Gd-DTPA in the whole mouse brain was demonstrated (n=5).

Results: Phantom studies confirmed accurate T1 and T2 measurements by 3D MRF with an undersampling factor up to 48. Dynamic contrast-enhanced (DCE) MRF scans achieved a spatial resolution of 192 ✕ 192 ✕ 500 μm3 and a temporal resolution of 4.3 min, allowing for the analysis and comparison of dynamic changes in concentration and transport kinetics of intracisternally infused Gd-DTPA across brain regions. The sequence also enabled highly repeatable, high-resolution T1 and T2 mapping of the whole mouse brain (192 ✕ 192 ✕ 250 μm3) in 30 min.

Conclusion: We present the first dynamic and multi-parametric approach for quantitatively tracking contrast agent transport in the mouse brain using 3D MRF.

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