Topological and geometric signatures of brain network dynamics in Alzheimer's disease

Dynamic connectivity reveals sex-specific brain disruptions in Alzheimer's disease (AD). Peak-based analysis improves sensitivity over mean-based connectivity measures. Topological and geometric metrics capture distinct network disruptions by sex. Mild cognitive impairment shows less consistent connectivity changes due to diagnostic instability. Findings support dynamic magnetic resonance imaging (MRI) metrics as early AD biomarkers in future studies.

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Publication Details

Journal
Alzheimer s & Dementia
Published
2025-08-01
DOI
https://doi.org/10.1002/alz.70545
Primary Topic
Functional Brain Connectivity Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

Topological and geometric signatures of brain network dynamics in Alzheimer's disease

Lynn Yi, Yang Li, Yutong Wu, Tananun Songdechakraiwut et al.
Alzheimer s & Dementia
Functional Brain Connectivity Studies
article

Topological and geometric signatures of brain network dynamics in Alzheimer's disease

Lynn Yi, Yang Li, Yutong Wu, Tananun Songdechakraiwut, Michael William Lutz
article en

Abstract

Dynamic connectivity reveals sex-specific brain disruptions in Alzheimer's disease (AD). Peak-based analysis improves sensitivity over mean-based connectivity measures. Topological and geometric metrics capture distinct network disruptions by sex. Mild cognitive impairment shows less consistent connectivity changes due to diagnostic instability. Findings support dynamic magnetic resonance imaging (MRI) metrics as early AD biomarkers in future studies.

Alzheimer s & DementiaVol. 21(8)
Social Science Research Council (US), Duke University (US)
Eli Lilly and Company, National Institutes of Health, Avid Radiopharmaceuticals
Openalex Percentile: Top 80%
Functional Brain Connectivity Studies
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