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基于体素的定量 MRI 显示多发性硬化症灰质改变的空间模式。

Voxel-Based quantitative MRI reveals spatial patterns of grey matter alteration in multiple sclerosis.

机构信息

GIGA - CRC in vivo imaging, University of Liège, Liège, Belgium.

Clinical Neuroimmunology Unit, Neurology Department, CHU Liège, Liège, Belgium.

出版信息

Hum Brain Mapp. 2021 Mar;42(4):1003-1012. doi: 10.1002/hbm.25274. Epub 2020 Nov 6.

Abstract

Despite robust postmortem evidence and potential clinical importance of gray matter (GM) pathology in multiple sclerosis (MS), assessing GM damage by conventional magnetic resonance imaging (MRI) remains challenging. This prospective cross-sectional study aimed at characterizing the topography of GM microstructural and volumetric alteration in MS using, in addition to brain atrophy measures, three quantitative MRI (qMRI) parameters-magnetization transfer (MT) saturation, longitudinal (R1), and effective transverse (R2*) relaxation rates, derived from data acquired during a single scanning session. Our study involved 35 MS patients (14 relapsing-remitting MS; 21 primary or secondary progressive MS) and 36 age-matched healthy controls (HC). The qMRI maps were computed and segmented in different tissue classes. Voxel-based quantification (VBQ) and voxel-based morphometry (VBM) statistical analyses were carried out using multiple linear regression models. In MS patients compared with HC, three configurations of GM microstructural/volumetric alterations were identified. (a) Co-localization of GM atrophy with significant reduction of MT, R1, and/or R2*, usually observed in primary cortices. (b) Microstructural modifications without significant GM loss: hippocampus and paralimbic cortices, showing reduced MT and/or R1 values without significant atrophy. (c) Atrophy without significant change in microstructure, identified in deep GM nuclei. In conclusion, this quantitative multiparametric voxel-based approach reveals three different spatially-segregated combinations of GM microstructural/volumetric alterations in MS that might be associated with different neuropathology.

摘要

尽管大量尸检证据和多发性硬化症 (MS) 中灰质 (GM) 病理学的潜在临床意义表明,通过常规磁共振成像 (MRI) 评估 GM 损伤仍然具有挑战性。这项前瞻性横断面研究旨在通过使用除脑萎缩测量外的三种定量 MRI (qMRI) 参数-磁化转移 (MT) 饱和度、纵向 (R1) 和有效横向 (R2*) 弛豫率,来描述 MS 中 GM 微观结构和体积改变的分布特征,这些参数来自单次扫描过程中获得的数据。我们的研究涉及 35 名 MS 患者(14 名复发缓解型 MS;21 名原发性或继发性进行性 MS)和 36 名年龄匹配的健康对照组 (HC)。qMRI 图谱在不同的组织类别中进行计算和分割。使用多元线性回归模型进行体素基定量 (VBQ) 和体素基形态学 (VBM) 统计分析。与 HC 相比,MS 患者中确定了三种 GM 微观结构/体积改变的配置。(a) GM 萎缩与 MT、R1 和/或 R2* 的显著减少共存,通常发生在原发性皮质中。(b) 无明显 GM 损失的微观结构改变:海马和边缘皮质,表现为 MT 和/或 R1 值降低而无明显萎缩。(c) 深部 GM 核中发现的无明显微观结构变化的萎缩。总之,这种定量多参数体素方法揭示了 MS 中三种不同的空间分离的 GM 微观结构/体积改变的组合,这些改变可能与不同的神经病理学有关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5f39/7856642/e23cac4c73c6/HBM-42-1003-g001.jpg

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