Global amyloid burden enhances network efficiency of tau propagation in the brain.

IF 3.4 3区 医学 Q2 NEUROSCIENCES Journal of Alzheimer's Disease Pub Date : 2024-12-16 DOI:10.1177/13872877241294084
Meagan V Lauber, Matteo Bellitti, Krish Kapadia, Varuna H Jasodanand, Rhoda Au, Vijaya B Kolachalama
{"title":"Global amyloid burden enhances network efficiency of tau propagation in the brain.","authors":"Meagan V Lauber, Matteo Bellitti, Krish Kapadia, Varuna H Jasodanand, Rhoda Au, Vijaya B Kolachalama","doi":"10.1177/13872877241294084","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Amyloid-β (Aβ) and hyperphosphorylated tau are crucial biomarkers in Alzheimer's disease (AD) pathogenesis, interacting synergistically to accelerate disease progression. While Aβ initiates cascades leading to tau hyperphosphorylation and neurofibrillary tangles, PET imaging studies suggest a sequential progression from amyloidosis to tauopathy, closely linked with neurocognitive symptoms.</p><p><strong>Objective: </strong>To analyze the complex interactions between Aβ and tau in AD using probabilistic graphical models, assessing how regional tau accumulation is influenced by Aβ burden.</p><p><strong>Methods: </strong>Data from the Alzheimer's Disease Neuroimaging Initiative (ADNI) and Anti-Aβ Treatment in Asymptomatic Alzheimer's (A4) study were utilized, involving participants across various cognitive stages and employing both Florbetapir and Flortaucipir as tracers. Tau standardized uptake value ratio values were harmonized across studies, and participants were stratified into quantile groups based on Aβ levels. A LASSO regularized Gaussian graphical model analyzed partial correlations among brain regions to discern patterns of tau accumulation across different Aβ levels.</p><p><strong>Results: </strong>Statistical analyses revealed significant differences in tau structure among low, medium, and high Aβ groups in both ADNI and A4 cohorts, with graph metrics, such as small-world coefficient, indicating increased tau efficiency as Aβ burden increased.</p><p><strong>Conclusions: </strong>Our findings indicate that tau accumulates more efficiently with increasing Aβ burden, highlighting an interplay that could inform development of dual-targeting therapies in AD. This study underscores the importance of Aβ and tau interactions in AD progression and supports the hypothesis that targeting both pathologies could be crucial for therapeutic interventions.</p>","PeriodicalId":14929,"journal":{"name":"Journal of Alzheimer's Disease","volume":" ","pages":"13872877241294084"},"PeriodicalIF":3.4000,"publicationDate":"2024-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Alzheimer's Disease","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1177/13872877241294084","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"NEUROSCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Amyloid-β (Aβ) and hyperphosphorylated tau are crucial biomarkers in Alzheimer's disease (AD) pathogenesis, interacting synergistically to accelerate disease progression. While Aβ initiates cascades leading to tau hyperphosphorylation and neurofibrillary tangles, PET imaging studies suggest a sequential progression from amyloidosis to tauopathy, closely linked with neurocognitive symptoms.

Objective: To analyze the complex interactions between Aβ and tau in AD using probabilistic graphical models, assessing how regional tau accumulation is influenced by Aβ burden.

Methods: Data from the Alzheimer's Disease Neuroimaging Initiative (ADNI) and Anti-Aβ Treatment in Asymptomatic Alzheimer's (A4) study were utilized, involving participants across various cognitive stages and employing both Florbetapir and Flortaucipir as tracers. Tau standardized uptake value ratio values were harmonized across studies, and participants were stratified into quantile groups based on Aβ levels. A LASSO regularized Gaussian graphical model analyzed partial correlations among brain regions to discern patterns of tau accumulation across different Aβ levels.

Results: Statistical analyses revealed significant differences in tau structure among low, medium, and high Aβ groups in both ADNI and A4 cohorts, with graph metrics, such as small-world coefficient, indicating increased tau efficiency as Aβ burden increased.

Conclusions: Our findings indicate that tau accumulates more efficiently with increasing Aβ burden, highlighting an interplay that could inform development of dual-targeting therapies in AD. This study underscores the importance of Aβ and tau interactions in AD progression and supports the hypothesis that targeting both pathologies could be crucial for therapeutic interventions.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
整体淀粉样蛋白负荷提高tau蛋白在大脑中传播的网络效率。
背景:淀粉样蛋白-β (Aβ)和过度磷酸化的tau蛋白是阿尔茨海默病(AD)发病机制中的重要生物标志物,它们协同作用加速疾病进展。当a β启动级联反应导致tau蛋白过度磷酸化和神经原纤维缠结时,PET成像研究提示从淀粉样变性到tau病的顺序进展,与神经认知症状密切相关。目的:利用概率图模型分析AD中Aβ和tau之间的复杂相互作用,评估Aβ负荷对区域tau积累的影响。方法:利用来自阿尔茨海默病神经影像学倡议(ADNI)和无症状阿尔茨海默病抗β治疗(A4)研究的数据,涉及不同认知阶段的参与者,并使用Florbetapir和Flortaucipir作为示踪剂。Tau标准化摄取值比值值在研究中得到协调,参与者根据Aβ水平分层为分位数组。LASSO正则化高斯图形模型分析了脑区之间的部分相关性,以识别不同Aβ水平的tau积累模式。结果:统计分析显示,在ADNI和A4队列中,低、中、高Aβ组的tau蛋白结构存在显著差异,小世界系数等图表指标表明,随着Aβ负荷的增加,tau蛋白效率也会增加。结论:我们的研究结果表明,tau随着Aβ负荷的增加而更有效地积累,强调了一种相互作用,可以为阿尔茨海默病双靶向治疗的发展提供信息。这项研究强调了Aβ和tau相互作用在AD进展中的重要性,并支持了针对这两种病理的治疗干预可能至关重要的假设。
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 去求助
来源期刊
Journal of Alzheimer's Disease
Journal of Alzheimer's Disease 医学-神经科学
CiteScore
6.40
自引率
7.50%
发文量
1327
审稿时长
2 months
期刊介绍: The Journal of Alzheimer''s Disease (JAD) is an international multidisciplinary journal to facilitate progress in understanding the etiology, pathogenesis, epidemiology, genetics, behavior, treatment and psychology of Alzheimer''s disease. The journal publishes research reports, reviews, short communications, hypotheses, ethics reviews, book reviews, and letters-to-the-editor. The journal is dedicated to providing an open forum for original research that will expedite our fundamental understanding of Alzheimer''s disease.
期刊最新文献
Di Huang Yi Zhi Fang improves cognitive function in APP/PS1 mice by inducing neuronal mitochondrial autophagy through the PINK1-parkin pathway. The use of outpatient support services: Differences between people with mild cognitive impairment and people with mild to moderate dementia. Dancing towards speech improvement: Repurposing dance for motor speech deficits in neurodegenerative diseases. Cognivue Clarity® characterizes amyloid status and preclinical Alzheimer's disease in biomarker confirmed cohorts in the Bio-Hermes Study. Diagnostic performance of plasma biomarkers for Alzheimer's disease using a fully automated platform: A real-world clinical study.
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1