Johnson Micah A, Diaz Michele T, Madden David J
Brain Imaging and Analysis Center, Duke University Medical Center, Durham, NC, 27710, USA.
Brain Struct Funct. 2015 Sep;220(5):2705-20. doi: 10.1007/s00429-014-0822-9. Epub 2014 Jun 28.
Although age-related differences in white matter have been well documented, the degree to which regional, tract-specific effects can be distinguished from global, brain-general effects is not yet clear. Similarly, the manner in which global and regional differences in white matter integrity contribute to age-related differences in cognition has not been well established. To address these issues, we analyzed diffusion tensor imaging measures from 52 younger adults (18-28) and 64 older adults (60-85). We conducted principal component analysis on each diffusion measure, using data from eight individual tracts. Two components were observed for fractional anisotropy: the first comprised high loadings from the superior longitudinal fasciculi and corticospinal tracts, and the second comprised high loadings from the optic radiations. In contrast, variation in axial, radial, and mean diffusivities yielded a single-component solution in each case, with high loadings from most or all tracts. For fractional anisotropy, the complementary results of multiple components and variability in component loadings across tracts suggest regional variation. However, for the diffusivity indices, the single component with high loadings from most or all of the tracts suggests primarily global, brain-general variation. Further analyses indicated that age was a significant mediator of the relation between each component and perceptual-motor speed. These data suggest that individual differences in white matter integrity and their relation to age-related differences in perceptual-motor speed represent influences that are beyond the level of individual tracts, but the extent to which regional or global effects predominate may differ between anisotropy and diffusivity measures.
尽管与年龄相关的白质差异已有充分记录,但区域特异性和脑区特异性效应在多大程度上能与整体脑效应区分开来尚不清楚。同样,白质完整性的整体和区域差异对与年龄相关的认知差异的影响方式也尚未明确。为了解决这些问题,我们分析了52名年轻成年人(18 - 28岁)和64名年长成年人(60 - 85岁)的扩散张量成像测量结果。我们对每个扩散测量值进行主成分分析,使用来自八个独立脑区的数据。对于分数各向异性观察到两个成分:第一个成分包含上纵束和皮质脊髓束的高负荷,第二个成分包含视辐射的高负荷。相比之下,轴向、径向和平均扩散率的变化在每种情况下都产生了单成分解,大多数或所有脑区都有高负荷。对于分数各向异性,多个成分的互补结果以及各脑区成分负荷的变异性表明存在区域差异。然而,对于扩散率指数,大多数或所有脑区高负荷的单成分表明主要是整体脑效应。进一步分析表明,年龄是每个成分与感知运动速度之间关系的重要中介因素。这些数据表明,白质完整性的个体差异及其与感知运动速度的年龄相关差异之间的关系代表了超出单个脑区水平的影响,但各向异性和扩散率测量中区域或整体效应占主导的程度可能不同。