Danish Research Centre for Magnetic Resonance, Centre for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital Hvidovre, Denmark.
Department of Physical Therapy and Human Movement Sciences, Northwestern University, Chicago, Illinois.
NMR Biomed. 2021 May;34(5):e4304. doi: 10.1002/nbm.4304. Epub 2020 Mar 31.
Metabolite diffusion measurable in humans in vivo with diffusion-weighted spectroscopy (DW-MRS) provides a window into the intracellular morphology and state of specific cell types. Anisotropic diffusion in white matter is governed by the microscopic properties of the individual cell types and their structural units (axons, soma, dendrites). However, anisotropy is also markedly affected by the macroscopic orientational distribution over the imaging voxel, particularly in DW-MRS, where the dimensions of the volume of interest (VOI) are much larger than those typically used in diffusion-weighted imaging. One way to address the confound of macroscopic structural features is to average the measurements acquired with uniformly distributed gradient directions to mimic a situation where fibers present in the VOI are orientationally uniformly distributed. This situation allows the extraction of relevant microstructural features such as transverse and longitudinal diffusivities within axons and the related microscopic fractional anisotropy. We present human DW-MRS data acquired at 7 T in two different white matter regions, processed and analyzed as described above, and find that intra-axonal diffusion of the neuronal metabolite N-acetyl aspartate is in good correspondence to simple model interpretations, such as multi-Gaussian diffusion from disperse fibers where the transverse diffusivity can be neglected. We also discuss the implications of our approach for current and future applications of DW-MRS for cell-specific measurements.
利用扩散加权光谱(DW-MRS)在人体中测量代谢物扩散,为特定细胞类型的细胞内形态和状态提供了一个窗口。白质中的各向异性扩散受单个细胞类型及其结构单元(轴突、胞体、树突)的微观特性控制。然而,各向异性也明显受到成像体素中宏观取向分布的影响,在 DW-MRS 中尤其如此,其中感兴趣体积(VOI)的尺寸比通常在扩散加权成像中使用的尺寸大得多。解决宏观结构特征混杂的一种方法是平均具有均匀分布梯度方向的测量值,以模拟 VOI 中存在的纤维在方向上均匀分布的情况。这种情况允许提取相关的微观结构特征,例如轴突内的横向和纵向扩散率以及相关的微观各向异性分数。我们展示了在 7 T 下采集的两个不同白质区域的人体 DW-MRS 数据,按照上述描述进行了处理和分析,发现神经元代谢物 N-乙酰天冬氨酸的轴内扩散与简单的模型解释非常吻合,例如来自弥散纤维的多高斯扩散,其中可以忽略横向扩散率。我们还讨论了我们的方法对当前和未来用于细胞特异性测量的 DW-MRS 的应用的影响。