Duval Tanguy, McNab Jennifer A, Setsompop Kawin, Witzel Thomas, Schneider Torben, Huang Susie Yi, Keil Boris, Klawiter Eric C, Wald Lawrence L, Cohen-Adad Julien
Institute of Biomedical Engineering, Polytechnique Montreal, Montreal, QC, Canada.
Department of Radiology, Stanford University, Stanford, CA, United States.
Neuroimage. 2015 Sep;118:494-507. doi: 10.1016/j.neuroimage.2015.06.038. Epub 2015 Jun 19.
The ability to characterize white matter microstructure non-invasively has important applications for the diagnosis and follow-up of several neurological diseases. There exists a family of diffusion MRI techniques, such as AxCaliber, that provide indices of axon microstructure, such as axon diameter and density. However, to obtain accurate measurements of axons with small diameters (<5μm), these techniques require strong gradients, i.e. an order of magnitude higher than the 40-80mT/m currently available in clinical systems. In this study we acquired AxCaliber diffusion data at a variety of different q-values and diffusion times in the spinal cord of five healthy subjects using a 300mT/m whole body gradient system. Acquisition and processing were optimized using state-of-the-art methods (e.g., 64-channel coil, template-based analysis). Results consistently show an average axon diameter of 4.5+/-1.1μm in the spinal cord white matter. Diameters ranged from 3.0μm (gracilis) to 5.9μm (spinocerebellar tracts). Values were similar across laterality (left-right), but statistically different across spinal cord pathways (p<10(-5)). The observed trends are similar to those observed in animal histology. This study shows, for the first time, in vivo mapping of axon diameter in the spinal cord at 300mT/m, thus creating opportunities for applications in spinal cord diseases.
非侵入性地表征白质微观结构的能力在多种神经疾病的诊断和随访中具有重要应用。存在一类扩散MRI技术,如AxCaliber,可提供轴突微观结构的指标,如轴突直径和密度。然而,为了准确测量小直径(<5μm)的轴突,这些技术需要强梯度,即比临床系统目前可用的40 - 80mT/m高一个数量级。在本研究中,我们使用300mT/m的全身梯度系统,在五个健康受试者的脊髓中,于多种不同的q值和扩散时间采集了AxCaliber扩散数据。使用最先进的方法(如64通道线圈、基于模板的分析)对采集和处理进行了优化。结果一致显示脊髓白质中轴突的平均直径为4.5±1.1μm。直径范围从3.0μm(薄束)到5.9μm(脊髓小脑束)。两侧(左右)的值相似,但脊髓不同通路之间在统计学上存在差异(p<10(-5))。观察到的趋势与在动物组织学中观察到的相似。本研究首次展示了在300mT/m下脊髓轴突直径的活体图谱,从而为脊髓疾病的应用创造了机会。