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脑小血管病患者的脑白质完整性和结构脑网络拓扑:汉堡城市健康研究。

White matter integrity and structural brain network topology in cerebral small vessel disease: The Hamburg city health study.

机构信息

Department of Neurology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.

Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.

出版信息

Hum Brain Mapp. 2021 Apr 1;42(5):1406-1415. doi: 10.1002/hbm.25301. Epub 2020 Dec 8.

DOI:10.1002/hbm.25301
PMID:33289924
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7927298/
Abstract

Cerebral small vessel disease is a common finding in the elderly and associated with various clinical sequelae. Previous studies suggest disturbances in the integration capabilities of structural brain networks as a mediating link between imaging and clinical presentations. To what extent cerebral small vessel disease might interfere with other measures of global network topology is not well understood. Connectomes were reconstructed via diffusion weighted imaging in a sample of 930 participants from a population based epidemiologic study. Linear models were fitted testing for an association of graph-theoretical measures reflecting integration and segregation with both the Peak width of Skeletonized Mean Diffusivity (PSMD) and the load of white matter hyperintensities of presumed vascular origin (WMH). The latter were subdivided in periventricular and deep for an analysis of localisation-dependent correlations of cerebral small vessel disease. The median WMH volume was 0.6 mL (1.4) and the median PSMD 2.18 mm /s x 10 (0.5). The connectomes showed a median density of 0.880 (0.030), the median values for normalised global efficiency, normalised clustering coefficient, modularity Q and small-world propensity were 0.780 (0.045), 1.182 (0.034), 0.593 (0.026) and 0.876 (0.040) respectively. An increasing burden of cerebral small vessel disease was significantly associated with a decreased integration and increased segregation and thus decreased small-worldness of structural brain networks. Even in rather healthy subjects increased cerebral small vessel disease burden is accompanied by topological brain network disturbances. Segregation parameters and small-worldness might as well contribute to the understanding of the known clinical sequelae of cerebral small vessel disease.

摘要

脑小血管病是老年人的常见病症,与各种临床后果相关。既往研究提示,脑结构网络整合能力的改变可能在影像学表现与临床症状之间起到中介作用。脑小血管病对脑网络整体拓扑其他指标的影响程度尚不清楚。我们对一项基于人群的流行病学研究中的 930 名参与者进行了弥散张量成像,重建了连接组。通过线性模型,我们检验了反映整合和分离的图论指标与脑小血管病的两种指标——“骨架化平均弥散峰宽”(PSMD)和假定血管源性脑白质高信号(WMH)的负荷之间的关联。我们将 WMH 进一步分为脑室周围和深部区域,以分析脑小血管病的局部相关性。WMH 体积中位数为 0.6ml(1.4),PSMD 中位数为 2.18mm/sx10(0.5)。连接组的密度中位数为 0.880(0.030),正常化全局效率、正常化聚类系数、模块度 Q 和小世界倾向的中位数分别为 0.780(0.045)、1.182(0.034)、0.593(0.026)和 0.876(0.040)。脑小血管病负荷的增加与结构脑网络整合的降低和分离的增加相关,因此小世界特征减弱。即使在较为健康的个体中,脑小血管病负荷的增加也伴随着拓扑脑网络的紊乱。分离参数和小世界特征可能有助于理解脑小血管病已知的临床后果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/97d6/7927298/1255c0d1f75e/HBM-42-1406-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/97d6/7927298/490ee4e3f670/HBM-42-1406-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/97d6/7927298/1255c0d1f75e/HBM-42-1406-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/97d6/7927298/490ee4e3f670/HBM-42-1406-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/97d6/7927298/1255c0d1f75e/HBM-42-1406-g002.jpg

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