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Updated: Oct 15, 2025

Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
White-Matter Hyperintensity Load and Differences in Resting-State Network Connectivity Based on Mild Cognitive
Martina Vettore1,2, Matteo De Marco3, Claudia Pallucca4,5
1Department of Neuroscience, University of Sheffield, Sheffield, United Kingdom.
Mild cognitive impairment (MCI) subtypes, like amnesic (aMCI) and non-amnesic (naMCI), show different brain network connectivity patterns. White-matter hyperintensities (WMHs) interact with these patterns, influencing how brain networks function in MCI patients.
Area of Science:
- Neuroscience
- Radiology
- Cognitive Science
Background:
- Mild cognitive impairment (MCI) is categorized into amnesic (aMCI) and non-amnesic (naMCI) subtypes based on memory deficits.
- Understanding the underlying neurofunctional mechanisms, particularly resting-state brain networks, is crucial for differentiating MCI subtypes.
- The impact of white-matter hyperintensities (WMHs) on these networks in aMCI versus naMCI remains unclear.
Purpose of the Study:
- To investigate the interaction between MCI subtypes (aMCI vs. naMCI) and white-matter hyperintensity (WMH) burden on large-scale brain networks.
- To determine if WMH load differentially affects functional connectivity in aMCI and naMCI patients.
- To explore the neurofunctional basis of MCI heterogeneity.
Main Methods:
- A cohort of 123 MCI patients underwent MRI, including T1-weighted, FLAIR, and resting-state fMRI.
- White-matter hyperintensities (WMHs) were quantified using the Lesion Segmentation Toolbox.
- Resting-state fMRI data were analyzed using independent component analysis to identify key brain networks (salience, frontoparietal).
Main Results:
- A significant interaction between MCI subtype and WMH burden was observed in the salience and left frontoparietal networks.
- Low WMH burden was associated with stronger salience network connectivity in aMCI patients (right insula).
- Low WMH burden was linked to stronger left frontoparietal network connectivity in naMCI patients (left mediotemporal lobe).
Conclusions:
- The association between white-matter hyperintensity burden and resting-state network connectivity varies significantly between aMCI and naMCI.
- These findings suggest that clinical profiles of MCI reflect underlying mechanistic interactions.
- Understanding these interactions may be vital for improved diagnostic and prognostic assessments in MCI.
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