EEG-based graph network analysis in relation to regional tau in asymptomatic Alzheimer's disease.

IF 4.1 Q1 CLINICAL NEUROLOGY
Brain communications Pub Date : 2025-04-15 eCollection Date: 2025-01-01 DOI:10.1093/braincomms/fcaf138
Laure Spruyt, Tjaša Mlinarič, Nathalie Dusart, Mariska Reinartz, Gabriela Meade, Marc M Van Hulle, Koen Van Laere, Patrick Dupont, Rik Vandenberghe
{"title":"EEG-based graph network analysis in relation to regional tau in asymptomatic Alzheimer's disease.","authors":"Laure Spruyt, Tjaša Mlinarič, Nathalie Dusart, Mariska Reinartz, Gabriela Meade, Marc M Van Hulle, Koen Van Laere, Patrick Dupont, Rik Vandenberghe","doi":"10.1093/braincomms/fcaf138","DOIUrl":null,"url":null,"abstract":"<p><p>Tau aggregation in early affected regions in the asymptomatic stage of Alzheimer's disease marks a transitional phase between stable asymptomatic amyloid positivity and the clinically manifest stage. How this early region tau aggregation covertly affects brain function during this asymptomatic stage remains unclear. In this study, 83 participants underwent a 128 electrodes resting-state EEG, a dynamic 100 min tau PET scan (<sup>18</sup>F-MK6240), an amyloid PET scan, a structural T1 MRI scan and neuropsychological assessment. Tau PET data quality control led to a final sample of 66 subjects. Based on the clinical and cognitive status, amyloid and tau PET biomarkers, the group was composed of 37 cognitively unimpaired amyloid negative subjects, 14 cognitively unimpaired amyloid positive subjects and 15 patients with prodromal Alzheimer's disease. We calculated the average undirected weighted Phase Lag Index in the alpha frequency band with eyes closed and used this as weights for the graph and analysed the global clustering coefficient and characteristic path length in sensor space. As a primary objective, we assessed how these global graph measures correlated with tau PET values, in an <i>a priori</i> defined early metaVOI, comprised of the entorhinal and perirhinal cortex, hippocampus, parahippocampus and fusiform cortex. As secondary analyses, we investigated which specific brain regions were mainly implicated, what the contribution was of amyloid, the effect of electrode density and the relation to cognitive performance. In the overall group and within the cognitively unimpaired amyloid positive subgroup, tau aggregation was associated with a decrease in global clustering coefficient and an increase in characteristic path length. These changes reflect the initial disintegration of the small-world brain network during the transitional phase, even before clinical symptoms are apparent. The correlations are most prominent in the perirhinal cortex, indicating that global deterioration of the network is already present early in the Alzheimer's disease pathology. We obtained similar results with only taking 64 electrodes into account. To conclude, we found that in the asymptomatic stage of Alzheimer's disease, tau PET load in medial temporal cortex is associated with global electrophysiological measures of network disintegration. The study demonstrates the potential value of high-density EEG in the era of biologically defined Alzheimer's disease for characterizing brain function in the asymptomatic stage.</p>","PeriodicalId":93915,"journal":{"name":"Brain communications","volume":"7 2","pages":"fcaf138"},"PeriodicalIF":4.1000,"publicationDate":"2025-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12008720/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Brain communications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/braincomms/fcaf138","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Tau aggregation in early affected regions in the asymptomatic stage of Alzheimer's disease marks a transitional phase between stable asymptomatic amyloid positivity and the clinically manifest stage. How this early region tau aggregation covertly affects brain function during this asymptomatic stage remains unclear. In this study, 83 participants underwent a 128 electrodes resting-state EEG, a dynamic 100 min tau PET scan (18F-MK6240), an amyloid PET scan, a structural T1 MRI scan and neuropsychological assessment. Tau PET data quality control led to a final sample of 66 subjects. Based on the clinical and cognitive status, amyloid and tau PET biomarkers, the group was composed of 37 cognitively unimpaired amyloid negative subjects, 14 cognitively unimpaired amyloid positive subjects and 15 patients with prodromal Alzheimer's disease. We calculated the average undirected weighted Phase Lag Index in the alpha frequency band with eyes closed and used this as weights for the graph and analysed the global clustering coefficient and characteristic path length in sensor space. As a primary objective, we assessed how these global graph measures correlated with tau PET values, in an a priori defined early metaVOI, comprised of the entorhinal and perirhinal cortex, hippocampus, parahippocampus and fusiform cortex. As secondary analyses, we investigated which specific brain regions were mainly implicated, what the contribution was of amyloid, the effect of electrode density and the relation to cognitive performance. In the overall group and within the cognitively unimpaired amyloid positive subgroup, tau aggregation was associated with a decrease in global clustering coefficient and an increase in characteristic path length. These changes reflect the initial disintegration of the small-world brain network during the transitional phase, even before clinical symptoms are apparent. The correlations are most prominent in the perirhinal cortex, indicating that global deterioration of the network is already present early in the Alzheimer's disease pathology. We obtained similar results with only taking 64 electrodes into account. To conclude, we found that in the asymptomatic stage of Alzheimer's disease, tau PET load in medial temporal cortex is associated with global electrophysiological measures of network disintegration. The study demonstrates the potential value of high-density EEG in the era of biologically defined Alzheimer's disease for characterizing brain function in the asymptomatic stage.

基于脑电图的图网络分析与无症状阿尔茨海默病区域tau的关系。
阿尔茨海默病无症状期早期发病区域Tau聚集标志着稳定的无症状淀粉样蛋白阳性与临床表现期的过渡阶段。在无症状阶段,这种早期区域的tau聚集如何暗中影响大脑功能尚不清楚。在这项研究中,83名参与者接受了128电极静息状态脑电图、100分钟动态tau PET扫描(18F-MK6240)、淀粉样蛋白PET扫描、结构T1 MRI扫描和神经心理学评估。Tau PET数据质量控制导致最终样本66名受试者。根据临床和认知状况、淀粉样蛋白和tau PET生物标志物,将37名认知未受损的淀粉样蛋白阴性受试者、14名认知未受损的淀粉样蛋白阳性受试者和15名前驱阿尔茨海默病患者组成该组。我们计算了闭眼时alpha频带的平均无向加权相位滞后指数,并以此作为图的权重,分析了传感器空间中的全局聚类系数和特征路径长度。作为主要目标,我们评估了这些全局图测量与tau PET值的相关性,在先验定义的早期metaVOI中,由嗅内皮层和嗅周围皮层,海马,副海马和梭状皮质组成。作为二次分析,我们研究了哪些特定的大脑区域主要受到影响,淀粉样蛋白的贡献是什么,电极密度的影响以及与认知表现的关系。在整个组和认知未受损的淀粉样蛋白阳性亚组中,tau聚集与全局聚类系数的降低和特征路径长度的增加有关。这些变化反映了小世界脑网络在过渡阶段的初始解体,甚至在临床症状明显之前。这种相关性在周围皮层中最为突出,表明该网络的整体退化在阿尔茨海默病的早期病理中已经存在。我们在只考虑64个电极的情况下得到了类似的结果。总之,我们发现在阿尔茨海默病的无症状阶段,内侧颞叶皮层的tau PET负荷与网络解体的整体电生理指标相关。该研究证明了高密度脑电图在生物学定义阿尔茨海默病时代对表征无症状期脑功能的潜在价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
7.00
自引率
0.00%
发文量
0
审稿时长
6 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信