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在认知功能正常的参与者中,动态功能连接性受血液中p-Tau231含量的调节。

Dynamic functional connectivity is modulated by the amount of p-Tau231 in blood in cognitively intact participants.

作者信息

Carrasco-Gómez Martín, García-Colomo Alejandra, Nebreda Alberto, Bruña Ricardo, Santos Andrés, Maestú Fernando

机构信息

Department of Electronic Engineering, ETSIT, Universidad Politécnica de Madrid, Calle Ramiro de Maeztu, 7, 28040 Madrid, Spain; Center for Cognitive and Computational Neuroscience, Complutense University of Madrid, Carretera de Húmera, s/n, 28223 Madrid, Spain; CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Instituto de Salud Carlos III, Calle Monforte de Lemos, 3-5, 28029 Madrid, Spain.

Center for Cognitive and Computational Neuroscience, Complutense University of Madrid, Carretera de Húmera, s/n, 28223 Madrid, Spain; Department of Experimental Psychology, Cognitive Psychology and Speech & Language Therapy, Complutense University of Madrid, Carretera de Húmera, s/n, 28223 Madrid, Spain.

出版信息

Clin Neurophysiol. 2025 Jul;175:2110751. doi: 10.1016/j.clinph.2025.2110751. Epub 2025 May 17.

Abstract

INTRODUCTION

Electrophysiology and plasma biomarkers are early and non-invasive candidates for Alzheimer's disease detection. The purpose of this paper is to evaluate changes in dynamic functional connectivity measured with magnetoencephalography, associated with the plasma pathology marker p-tau231 in unimpaired adults.

METHODS

73 individuals were included. Static and dynamic functional connectivity were calculated using leakage corrected amplitude envelope correlation. Each source's strength entropy across trials was calculated. A data-driven statistical analysis was performed to find the association between functional connectivity and plasma p-tau231 levels. Regression models were used to assess the influence of other variables over the clusters' connectivity.

RESULTS

Frontotemporal dynamic connectivity positively associated with p-tau231 levels. Linear regression models identified pathological, functional and structural factors that influence dynamic functional connectivity.

CONCLUSIONS

Changes associated to AD pathology can be observed very early on using dFC, which might be more sensitive to subtle alterations than sFC. Furthermore, this early increase in dFC appears to have a pathological nature given its relationship with other plasma, functional and structural measures.

SIGNIFICANCE

These results expand previous literature on dynamic functional connectivity in healthy individuals at risk of AD, highlighting its usefulness as an early, non-invasive and more sensitive biomarker.

摘要

引言

电生理学和血浆生物标志物是用于阿尔茨海默病检测的早期且非侵入性的指标。本文旨在评估在未受损成年人中,通过脑磁图测量的动态功能连接性变化与血浆病理标志物p-tau231之间的关系。

方法

纳入73名个体。使用经泄漏校正的幅度包络相关性计算静态和动态功能连接性。计算每个源在各试验中的强度熵。进行数据驱动的统计分析以发现功能连接性与血浆p-tau231水平之间的关联。使用回归模型评估其他变量对簇连接性的影响。

结果

额颞叶动态连接性与p-tau231水平呈正相关。线性回归模型确定了影响动态功能连接性的病理、功能和结构因素。

结论

使用动态功能连接性(dFC)可以在很早阶段观察到与阿尔茨海默病病理相关的变化,dFC可能比静态功能连接性(sFC)对细微改变更敏感。此外,鉴于dFC与其他血浆、功能和结构指标的关系,其早期增加似乎具有病理性。

意义

这些结果扩展了先前关于有患阿尔茨海默病风险的健康个体动态功能连接性的文献,突出了其作为一种早期、非侵入性且更敏感的生物标志物的有用性。

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