Connectivity related to major brain functions in Alzheimer disease progression: microstructural properties of the cingulum bundle and its subdivision using diffusion-weighted MRI.

IF 3.7 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Mattia Ricchi, Guido Campani, Anastasiia Nagmutdinova, Villiam Bortolotti, Danilo Greco, Carlo Golini, James Grist, Leonardo Brizi, Claudia Testa
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引用次数: 0

Abstract

Background: The cingulum bundle is a brain white matter fasciculus associated with the cingulate gyrus. It connects areas from the temporal to the frontal lobe. It is composed of fibers with different terminations, lengths, and structural properties, related to specific brain functions. We aimed to automatically reconstruct this fasciculus in patients with Alzheimer disease (AD) and mild cognitive impairment (MCI) and to assess whether trajectories have different microstructural properties in relation to dementia progression.

Methods: Multi-shell high angular resolution diffusion imaging-HARDI image datasets from the "Alzheimer's Disease Neuroimaging Initiative"-ADNI repository of 10 AD, 18 MCI, and 21 cognitive normal (CN) subjects were used to reconstruct three subdivisions of the cingulum bundle, using a probabilistic approach, combined with measurements of diffusion tensor and neurite orientation dispersion and density imaging metrics in each subdivision.

Results: The subdivisions exhibit different pathways, terminations, and structural characteristics. We found differences in almost all the diffusivity metrics among the subdivisions (p < 0.001 for all the metrics) and between AD versus CN and MCI versus CN subjects for mean diffusivity (p = 0.007-0.038), radial diffusivity (p = 0.008-0.049) and neurite dispersion index (p = 0.005-0.049).

Conclusion: Results from tractography analysis of the subdivisions of the cingulum bundle showed an association in the role of groups of fibers with their functions and the variance of their properties in relation to dementia progression.

Relevance statement: The cingulum bundle is a complex tract with several pathways and terminations related to many cognitive functions. A probabilistic automatic approach is proposed to reconstruct its subdivisions, showing different microstructural properties and variations. A larger sample of patients is needed to confirm results and elucidate the role of diffusion parameters in characterizing alterations in brain function and progression to dementia.

Key points: The microstructure of the cingulum bundle is related to brain cognitive functions. A probabilistic automatic approach is proposed to reconstruct the subdivisions of the cingulum bundle by diffusion-weighted images. The subdivisions showed different microstructural properties and variations in relation to the progression of dementia.

阿尔茨海默病进展中与主要脑功能相关的连通性:使用弥散加权MRI研究扣带束的微观结构特征及其细分
背景:扣带束是与扣带回相关的脑白质束。它连接着颞叶和额叶。它由不同末端、长度和结构特性的纤维组成,与特定的大脑功能有关。我们的目的是在阿尔茨海默病(AD)和轻度认知障碍(MCI)患者中自动重建该神经束,并评估其轨迹是否具有与痴呆进展相关的不同微结构特性。方法:使用来自“阿尔茨海默病神经影像学倡议”-ADNI存储库的多壳高角分辨率扩散成像- hardi图像数据集,包括10名AD, 18名MCI和21名认知正常(CN)受试者,采用概率方法,结合扩散张量和神经突方向弥散和密度成像指标的测量,重建了扣带束的三个细分。结果:细分化表现出不同的通路、末端和结构特征。我们发现几乎所有的扩散指标在不同的分支之间都存在差异(p结论:束带分支的束束造影分析结果显示,纤维群的作用与其功能以及与痴呆进展相关的特性差异存在关联。相关声明:扣带束是一个复杂的束,有几个通路和终点与许多认知功能有关。提出了一种概率自动方法来重建其细分,显示不同的微观结构性质和变化。需要更大的患者样本来证实结果并阐明扩散参数在表征脑功能改变和痴呆进展中的作用。重点:扣带束的微观结构与大脑的认知功能有关。提出了一种利用弥散加权图像重构带束细分的概率自动方法。这些细分显示出不同的微观结构特征和与痴呆进展相关的变化。
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来源期刊
European Radiology Experimental
European Radiology Experimental Medicine-Radiology, Nuclear Medicine and Imaging
CiteScore
6.70
自引率
2.60%
发文量
56
审稿时长
18 weeks
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