Bernard and Irene Schwartz Center for Biomedical Imaging, Department of Radiology, New York University Grossman School of Medicine, New York, New York, USA.
CUBRIC, School of Psychology, Cardiff University, Cardiff, UK.
Hum Brain Mapp. 2021 May;42(7):2201-2213. doi: 10.1002/hbm.25359. Epub 2021 Feb 12.
The noninvasive quantification of axonal morphology is an exciting avenue for gaining understanding of the function and structure of the central nervous system. Accurate non-invasive mapping of micron-sized axon radii using commonly applied neuroimaging techniques, that is, diffusion-weighted MRI, has been bolstered by recent hardware developments, specifically MR gradient design. Here the whole brain characterization of the effective MR axon radius is presented and the inter- and intra-scanner test-retest repeatability and reproducibility are evaluated to promote the further development of the effective MR axon radius as a neuroimaging biomarker. A coefficient-of-variability of approximately 10% in the voxelwise estimation of the effective MR radius is observed in the test-retest analysis, but it is shown that the performance can be improved fourfold using a customized along-tract analysis.
轴突形态的无创定量分析是深入了解中枢神经系统功能和结构的一个令人兴奋的途径。最近硬件的发展,特别是磁共振梯度设计,为使用常见的神经影像学技术(即扩散加权 MRI)无创性地对微米级轴突半径进行精确映射提供了支持。本研究介绍了大脑整体特征的有效 MR 轴突半径,并对其进行了跨扫描仪和内部扫描仪的测试-重测可重复性和再现性评估,以促进有效 MR 轴突半径作为神经影像学生物标志物的进一步发展。在测试-重测分析中,有效 MR 半径的体素估计的变异性系数约为 10%,但研究表明,使用定制的沿束分析可以将性能提高四倍。