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基于磁化准备扰相涡轮多重梯度回波的体素磁化率和形态测量同步分析。

Simultaneous voxel-based magnetic susceptibility and morphometry analysis using magnetization-prepared spoiled turbo multiple gradient echo.

机构信息

Department of Radiology, Nagoya City University Hospital, Nagoya City, Aichi, Japan.

Department of Neurology, Nagoya City University, Nagoya City, Aichi, Japan.

出版信息

NMR Biomed. 2020 May;33(5):e4272. doi: 10.1002/nbm.4272. Epub 2020 Feb 11.

Abstract

This study aimed to develop and test a simultaneous acquisition and analysis pipeline for voxel-based magnetic susceptibility and morphometry (VBMSM) on a single dataset using young volunteers, elderly healthy volunteers, and an Alzheimer's disease (AD) group. 3D T -weighted and multi-echo phase images for VBM and quantitative susceptibility mapping (QSM) were simultaneously acquired using a magnetization-prepared spoiled turbo multiple gradient echo sequence with inversion pulse for QSM (MP-QSM). The magnitude image was split into gray matter (GM) and white matter (WM) and was spatially normalized. The susceptibility map was reconstructed from the phase images. The segmented image and susceptibility map were compared with those obtained from conventional multiple spoiled gradient echo (mGRE) and MP-spoiled gradient echo (MP-GRE) in healthy volunteers to validate the availability of MP-QSM by numerical measurements. To assess the feasibility of the VBMSM analysis pipeline, voxel-based comparisons of susceptibility and morphometry in MP-QSM were conducted in volunteers with a bimodal age distribution, and in elderly volunteers and the AD group, using spatially normalized GM and WM volume images and a susceptibility map. GM/WM contrasts in MP-QSM, MP-GRE, and mGRE were 0.14 ± 0.011, 0.17 ± 0.015, and 0.045 ± 0.010, respectively. Segmented GM and WM volumes in the MP-QSM closely coincided with those in the MP-GRE. Region of interest analyses indicated that the mean susceptibility values in MP-QSM were completely in agreement with those in mGRE. In an evaluation of the aging effect, a significant increase and decrease in susceptibility and volume were found by VBMSM in deep GM and WM, respectively. Between the elderly volunteers and the AD group, the characteristic susceptibility and volume changes in GM and WM were observed. The proposed MP-QSM sequence makes it possible to acquire acceptable-quality images for simultaneous analysis and determine brain atrophy and susceptibility distribution without image registration by using voxel-based analyses.

摘要

本研究旨在开发和测试一种基于体素的磁化率和形态计量学(VBMSM)的同步采集和分析管道,该管道使用年轻志愿者、老年健康志愿者和阿尔茨海默病(AD)组的单个数据集进行。使用带有反转脉冲的磁化准备扰动脉冲多次梯度回波序列(MP-QSM)同时采集用于 VBM 和定量磁化率映射(QSM)的 3D T1 加权和多回波相位图像。幅度图像被分为灰质(GM)和白质(WM),并进行空间归一化。从相位图像中重建磁化率图。将分割图像和磁化率图与健康志愿者中从常规多扰动脉冲梯度回波(mGRE)和 MP 扰动脉冲梯度回波(MP-GRE)获得的图像进行比较,以通过数值测量验证 MP-QSM 的可用性。为了评估 VBMSM 分析管道的可行性,在具有双峰年龄分布的志愿者中以及在老年志愿者和 AD 组中,使用空间归一化的 GM 和 WM 体积图像和磁化率图,在 MP-QSM 中进行了基于体素的磁化率和形态计量学比较。MP-QSM、MP-GRE 和 mGRE 中的 GM/WM 对比度分别为 0.14±0.011、0.17±0.015 和 0.045±0.010。MP-QSM 中的分割 GM 和 WM 体积与 MP-GRE 中的体积非常吻合。感兴趣区域分析表明,MP-QSM 中的平均磁化率值与 mGRE 中的值完全一致。在评估老化效应时,通过 VBMSM 在深部 GM 和 WM 中分别发现磁化率和体积的显著增加和减少。在老年志愿者和 AD 组之间,观察到 GM 和 WM 中的特征磁化率和体积变化。所提出的 MP-QSM 序列可以采集质量可接受的图像进行同步分析,并通过基于体素的分析确定脑萎缩和磁化率分布,而无需图像配准。

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