Florey Institute of Neuroscience and Mental Health, Melbourne, Victoria, 3084, Australia.
Florey Department of Neuroscience and Mental Health, University of Melbourne, Melbourne, Victoria, 3084, Australia.
Brain. 2018 Mar 1;141(3):888-902. doi: 10.1093/brain/awx355.
Alzheimer's disease is increasingly considered a large-scale network disconnection syndrome, associated with progressive aggregation of pathological proteins, cortical atrophy, and functional disconnections between brain regions. These pathological changes are posited to arise in a stereotypical spatiotemporal manner, targeting intrinsic networks in the brain, most notably the default mode network. While this network-specific disruption has been thoroughly studied with functional neuroimaging, changes to specific white matter fibre pathways within the brain's structural networks have not been closely investigated, largely due to the challenges of modelling complex white matter structure. Here, we applied a novel technique known as 'fixel-based analysis' to comprehensively investigate fibre tract-specific differences at a within-voxel level (called 'fixels') to assess potential axonal loss in subjects with Alzheimer's disease and mild cognitive impairment. We hypothesized that patients with Alzheimer's disease would exhibit extensive degeneration across key fibre pathways connecting default network nodes, while patients with mild cognitive impairment would exhibit selective degeneration within fibre pathways connecting regions previously identified as functionally implicated early in Alzheimer's disease. Diffusion MRI data from Alzheimer's disease (n = 49), mild cognitive impairment (n = 33), and healthy elderly control subjects (n = 95) were obtained from the Australian Imaging, Biomarkers and Lifestyle study of ageing. We assessed microstructural differences in fibre density, and macrostructural differences in fibre bundle morphology using fixel-based analysis. Whole-brain analysis was performed to compare groups across all white matter fixels. Subsequently, we performed a tract of interest analysis comparing fibre density and cross-section across 11 selected white matter tracts, to investigate potentially subtle degeneration within fibre pathways in mild cognitive impairment, initially by clinical diagnosis alone, and then by including amyloid status (i.e. a positive or negative amyloid PET scan). Our whole-brain analysis revealed significant white matter loss manifesting both microstructurally and macrostructurally in Alzheimer's disease patients, evident in specific fibre pathways associated with default mode network nodes. Reductions in fibre density and cross-section in mild cognitive impairment patients were only exhibited within the posterior cingulum when statistical analyses were limited to tracts of interest. Interestingly, these degenerative changes did not appear to be associated with high amyloid accumulation, given that amyloid-negative, but not positive, mild cognitive impairment subjects exhibited subtle focal left posterior cingulum deficits. The findings of this study demonstrated a stereotypical distribution of white matter degeneration in patients with Alzheimer's disease, which was in line with canonical findings from other imaging modalities, and with a network-based conceptualization of the disease.awx355media15726254535001.
阿尔茨海默病越来越被认为是一种大规模的网络连接中断综合征,与病理性蛋白的进行性聚集、皮质萎缩以及大脑区域之间的功能连接中断有关。这些病理变化被认为以一种典型的时空方式出现,针对大脑中的固有网络,特别是默认模式网络。虽然这种特定于网络的破坏已经通过功能神经影像学进行了深入研究,但大脑结构网络中特定的白质纤维通路的变化并没有被密切研究,这主要是由于建模复杂白质结构的挑战所致。在这里,我们应用了一种称为“基于体素的分析”的新技术,全面研究了特定于纤维束的差异在体素水平(称为“体素”),以评估阿尔茨海默病患者和轻度认知障碍患者潜在的轴突损失。我们假设阿尔茨海默病患者会在连接默认网络节点的关键纤维通路上表现出广泛的退化,而轻度认知障碍患者则会在连接先前确定的与阿尔茨海默病早期功能相关的区域的纤维通路上表现出选择性退化。来自澳大利亚成像、生物标志物和生活方式衰老研究的阿尔茨海默病(n = 49)、轻度认知障碍(n = 33)和健康老年对照组(n = 95)的扩散 MRI 数据。我们使用基于体素的分析评估了纤维密度的微观结构差异和纤维束形态的宏观结构差异。对所有白质体素进行了全脑分析以比较组间差异。随后,我们进行了感兴趣的轨迹分析,比较了 11 条选定的白质轨迹中的纤维密度和横截面积,以研究轻度认知障碍患者中纤维通路内可能存在的微妙退化,最初仅通过临床诊断,然后包括淀粉样蛋白状态(即阳性或阴性淀粉样蛋白 PET 扫描)。我们的全脑分析显示,阿尔茨海默病患者的白质明显丢失,无论是微观结构还是宏观结构都明显丢失,这在与默认模式网络节点相关的特定纤维通路上表现出来。轻度认知障碍患者的纤维密度和横截面积减少仅在限制于感兴趣的轨迹的统计分析中表现出来。有趣的是,这些退行性变化似乎与高淀粉样蛋白积累无关,因为淀粉样蛋白阴性但阳性的轻度认知障碍患者表现出轻微的左侧后扣带回局灶性缺陷。这项研究的结果表明,阿尔茨海默病患者的白质退化呈典型分布,这与其他成像方式的典型发现一致,也与疾病的基于网络的概念一致。