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交叉纤维区域的 DTI 测量:扩散各向异性增加揭示了 MCI 和轻度阿尔茨海默病的早期白质改变。

DTI measures in crossing-fibre areas: increased diffusion anisotropy reveals early white matter alteration in MCI and mild Alzheimer's disease.

机构信息

FMRIB Centre, University of Oxford, UK.

出版信息

Neuroimage. 2011 Apr 1;55(3):880-90. doi: 10.1016/j.neuroimage.2010.12.008. Epub 2010 Dec 21.

Abstract

Though mild cognitive impairment is an intermediate clinical state between healthy aging and Alzheimer's disease (AD), there are very few whole-brain voxel-wise diffusion MRI studies directly comparing changes in healthy control, mild cognitive impairment (MCI) and AD subjects. Here we report whole-brain findings from a comprehensive study of diffusion tensor indices and probabilistic tractography obtained in a very large population of healthy controls, MCI and probable AD subjects. As expected from the literature, all diffusion indices converged to show that the cingulum bundle, the uncinate fasciculus, the entire corpus callosum and the superior longitudinal fasciculus are the most affected white matter tracts in AD. Significant differences between MCI and AD were essentially confined to the corpus callosum. More importantly, we introduce for the first time in a degenerative disorder an application of a recently developed tensor index, the "mode" of anisotropy, as well as probabilistic crossing-fibre tractography. The mode of anisotropy specifies the type of anisotropy as a continuous measure reflecting differences in shape of the diffusion tensor ranging from planar (e.g., in regions of crossing fibres from two fibre populations of similar density or regions of "kissing" fibres) to linear (e.g., in regions where one fibre population orientation predominates), while probabilistic crossing-fibre tractography allows to accurately trace pathways from a crossing-fibre region. Remarkably, when looking for whole-brain diffusion differences between MCI patients and healthy subjects, the only region with significant abnormalities was a region of crossing fibres in the centrum semiovale, showing an increased mode of anisotropy. The only white matter region demonstrating a significant difference in correlations between neuropsychological scores and a diffusion measure (mode of anisotropy) across the three groups was the same region of crossing fibres. Further examination using probabilistic tractography established explicitly and quantitatively that this previously unreported increase of mode and co-localised increase of fractional anisotropy was explained by a relative preservation of motor-related projection fibres (at this early stage of the disease) crossing the association fibres of the superior longitudinal fasciculus. These findings emphasise the benefit of looking at the more complex regions in which spared and affected pathways are crossing to detect very early alterations of the white matter that could not be detected in regions consisting of one fibre population only. Finally, the methods used in this study may have general applicability for other degenerative disorders and, beyond the clinical sphere, they could contribute to a better quantification and understanding of subtle effects generated by normal processes such as visuospatial attention or motor learning.

摘要

虽然轻度认知障碍是健康衰老和阿尔茨海默病(AD)之间的中间临床状态,但很少有针对健康对照、轻度认知障碍(MCI)和 AD 受试者的全脑体素扩散 MRI 研究直接比较其变化。在这里,我们报告了一项在非常大的健康对照、MCI 和可能的 AD 受试者人群中进行的扩散张量指数和概率纤维束追踪的综合研究的全脑结果。正如文献所预期的那样,所有的扩散指标都趋于一致,表明扣带束、钩束、整个胼胝体和上纵束是 AD 中受影响最严重的白质束。MCI 和 AD 之间的显著差异主要局限于胼胝体。更重要的是,我们首次在退行性疾病中应用了一种新的张量指数,即各向异性的“模式”,以及概率交叉纤维束追踪。各向异性的模式指定各向异性的类型作为一种连续的测量值,反映了扩散张量形状的差异,从平面(例如,在来自两个纤维密度相似的纤维群的交叉纤维区域或“亲吻”纤维的区域)到线性(例如,在一个纤维群的取向占主导地位的区域),而概率交叉纤维束追踪可以准确地追踪来自交叉纤维区域的路径。值得注意的是,当在 MCI 患者和健康受试者之间寻找全脑扩散差异时,唯一有明显异常的区域是大脑半卵圆中心的交叉纤维区域,其各向异性模式增加。在三组之间,神经心理学评分与扩散测量值(各向异性模式)之间存在显著相关性的唯一白质区域是相同的交叉纤维区域。使用概率纤维束追踪进行的进一步检查明确而定量地表明,这种以前未报道的模式增加和分数各向异性的共定位增加是由穿过上纵束的与运动相关的投射纤维的相对保留(在疾病的早期阶段)引起的。这些发现强调了观察更复杂的区域的好处,在这些区域中,保留和受影响的通路相互交叉,可以检测到仅在由一个纤维群组成的区域中无法检测到的早期白质改变。最后,本研究中使用的方法可能具有普遍适用性,可用于其他退行性疾病,并且超出临床范围,它们可以有助于更好地量化和理解正常过程(如视空间注意或运动学习)产生的细微影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/59d0/7116583/f9322c9ee570/EMS109771-f001.jpg

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