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Test-Retest Reliability of Diffusion Measures Extracted Along White Matter Language Fiber Bundles Using HARDI-Based Tractography

机译:使用基于HARDI的线描法沿着白色物质语言纤维束提取的扩散措施的重测可靠性

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摘要

High angular resolution diffusion imaging (HARDI)-based tractography has been increasingly used in longitudinal studies on white matter macro- and micro-structural changes in the language network during language acquisition and in language impairments. However, test-retest reliability measurements are essential to ascertain that the longitudinal variations observed are not related to data processing. The aims of this study were to determine the reproducibility of the reconstruction of major white matter fiber bundles of the language network using anatomically constrained probabilistic tractography with constrained spherical deconvolution based on HARDI data, as well as to assess the test-retest reliability of diffusion measures extracted along them. Eighteen right-handed participants were scanned twice, one week apart. The arcuate, inferior longitudinal, inferior fronto-occipital, and uncinate fasciculi were reconstructed in the left and right hemispheres and the following diffusion measures were extracted along each tract: fractional anisotropy, mean, axial, and radial diffusivity, number of fiber orientations, mean length of streamlines, and volume. All fiber bundles showed good morphological overlap between the two scanning timepoints and the test-retest reliability of all diffusion measures in most fiber bundles was good to excellent. We thus propose a fairly simple, but robust, HARDI-based tractography pipeline reliable for the longitudinal study of white matter language fiber bundles, which increases its potential applicability to research on the neurobiological mechanisms supporting language.
机译:基于高角度分辨率扩散成像(HARDI)的体层摄影术已被越来越多地用于纵向研究中在语言习得和语言障碍中语言网络中白质的宏观和微观结构变化。但是,重测可靠性测量对于确定观察到的纵向变化与数据处理无关至关重要。这项研究的目的是使用基于HARDI数据的解剖学约束概率束学和约束球面反卷积来确定语言网络中主要白质纤维束的重建的可再现性,并评估扩散措施的重测可靠性沿他们提取。 18位惯用右手的参与者进行了两次扫描,相隔一周。在左半球和右半球重建弓形,纵向下,额枕下和未融合的筋膜,并沿每个区域提取以下扩散量度:分数各向异性,均值,轴向和径向扩散率,纤维取向数,均值流线的长度和体积。所有纤维束在两个扫描时间点之间都表现出良好的形态重叠,并且大多数纤维束中所有扩散措施的重测可靠性都非常好。因此,我们提出了一种相当简单但可靠的,基于HARDI的束测术流水线,可对白质语言纤维束的纵向研究进行可靠的研究,从而增加了其在研究支持语言的神经生物学机制方面的潜在适用性。

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