脑和脊髓神经突和胞体组织的弥散MRI表征。

Imaging neuroscience (Cambridge, Mass.) Pub Date : 2025-08-19 eCollection Date: 2025-01-01 DOI:10.1162/IMAG.a.111
Kurt G Schilling, Marco Palombo, Atlee A Witt, Kristin P O'Grady, Marco Pizzolato, Bennett A Landman, Seth A Smith
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引用次数: 0

摘要

中枢神经系统(CNS)由大脑和脊髓组成,是一个复杂的白质和灰质网络,负责感觉、运动和认知功能。先进的扩散MRI (dMRI)技术为无创表征中枢神经系统结构提供了一种很有前途的机制,然而,大多数研究都集中在孤立的大脑或脊髓上。在这里,我们在3T扫描仪上实施了一种临床可行的dMRI方案,以同时表征大脑和脊髓的神经突和体细胞微观结构。该方案允许使用弥散张量成像(DTI)、标准模型成像(SMI)和Soma和Neurite Density Imaging (SANDI),这是首次在脊髓、脊髓和大脑中同时评估SMI和SANDI。我们的研究结果表明,即使在高扩散权重下,SMI和sandi衍生指标的再现性与DTI相似,几乎没有例外,并且在白质和灰质区域之间和内部进行生物可行的对比。与大脑相比,脊髓的再现性和对比度降低,揭示了部分体积效应和图像预处理带来的挑战。本研究建立了脑和脊髓显微结构成像的统一方法,并有机会研究中枢神经系统病理和整个神经轴结构完整性的生物标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Characterization of neurite and soma organization in the brain and spinal cord with diffusion MRI.

The central nervous system (CNS), comprising both the brain and spinal cord, is a complex network of white and gray matter responsible for sensory, motor, and cognitive functions. Advanced diffusion MRI (dMRI) techniques offer a promising mechanism to non-invasively characterize CNS architecture, however, most studies focus on the brain or spinal cord in isolation. Here, we implemented a clinically feasible dMRI protocol on a 3T scanner to simultaneously characterize neurite and soma microstructure of both the brain and spinal cord. The protocol enabled the use of Diffusion Tensor Imaging (DTI), Standard Model Imaging (SMI), and Soma and Neurite Density Imaging (SANDI), representing the first time SMI and SANDI have been evaluated in the cord, and in the cord and brain simultaneously. Our results demonstrate high image quality even at high diffusion weightings, reproducibility of SMI- and SANDI-derived metrics similar to those of DTI with few exceptions, and biologically feasible contrasts between and within white and gray matter regions. Reproducibility and contrasts were decreased in the cord compared with that of the brain, revealing challenges due to partial volume effects and image preprocessing. This study establishes a harmonized approach for brain and cord microstructural imaging, and the opportunity to study CNS pathologies and biomarkers of structural integrity across the neuroaxis.

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