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寻找新的神经群落:阿尔茨海默病中神经网络重组的一项原则

Finding New Communities: A Principle of Neuronal Network Reorganization in Alzheimer's Disease.

作者信息

Weller Anna, Bischof Gérard N, Schlüter Philipp, Richter Nils, Dronse Julian, Onur Oezguer, Neumaier Bernd, Kukolja Juraj, Langen Karl-Josef, Fink Gereon, Kunoth Angela, Shao Yaping, van Eimeren Thilo, Drzezga Alexander

机构信息

Division of Mathematics, Department of Mathematics and Computer Science, University of Cologne, Cologne, Germany.

Department of Nuclear Medicine, Multimodal Neuroimaging Group, Medical Faculty and University Hospital, University of Cologne, Cologne, Germany.

出版信息

Brain Connect. 2021 Apr;11(3):225-238. doi: 10.1089/brain.2020.0889. Epub 2021 Feb 5.

Abstract

Graph-theoretical analyses have been previously used to investigate changes in the functional connectome in patients with Alzheimer's disease (AD). However, these analyses generally assume static organizational principles, thereby neglecting a fundamental reconfiguration of functional connections in the face of neurodegeneration. Here, we focus on differences in the community structure of the functional connectome in young and old individuals and patients with AD. Patients with AD, moreover, underwent molecular imaging positron emission tomography by using [18F]AV1451 to measure tau burden, a major hallmark of AD. Although the overall organizational principles of the community structure of the human functional connectome were preserved even in advanced healthy aging, they were considerably changed in AD. We discovered that the communities in AD are re-organized, with nodes changing their allegiance to communities, thus resulting in an overall less efficient re-organized community structure. We further discovered that nodes with a tendency to leave the communities displayed a relatively higher tau pathology burden. Together, this study suggests that local tau pathology in AD is associated to fundamental changes in basic organizational principles of the human connectome. Our results shed new light on previous findings obtained by using the graph theory in AD and imply a general principle of the brain in response to neurodegeneration.

摘要

此前,图论分析已被用于研究阿尔茨海默病(AD)患者功能连接组的变化。然而,这些分析通常假定组织结构原则是静态的,从而忽略了面对神经退行性变时功能连接的根本重构。在此,我们关注年轻个体、老年个体以及AD患者功能连接组社区结构的差异。此外,AD患者接受了使用[18F]AV1451进行的分子成像正电子发射断层扫描,以测量tau蛋白负荷,这是AD的一个主要标志。尽管即使在健康老龄化晚期,人类功能连接组社区结构的总体组织原则仍得以保留,但在AD中它们发生了显著变化。我们发现AD中的社区被重新组织,节点改变了它们所属的社区,从而导致整体上重新组织的社区结构效率更低。我们进一步发现,倾向于离开社区的节点显示出相对较高的tau蛋白病理负担。总之,这项研究表明AD中的局部tau蛋白病理与人类连接组基本组织原则的根本变化有关。我们的结果为先前在AD中使用图论获得的发现提供了新的见解,并暗示了大脑对神经退行性变反应的一般原则。

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