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Updated: Sep 20, 2025

Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
Concurrent Structural and Functional Patterns in Patients With Amnestic Mild Cognitive Impairment.
Li Liu1, Tenglong Wang2, Xiangdong Du3
1Affiliated Mental Health Center, Hangzhou Seventh People's Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Amnestic mild cognitive impairment (aMCI) shows decreased brain structure and function in frontal regions. These changes in the superior frontal gyrus, middle frontal gyrus, and inferior frontal gyrus are key to understanding aMCI and Alzheimer's disease progression.
Area of Science:
- Neuroimaging
- Neurology
- Cognitive Science
Background:
- Amnestic mild cognitive impairment (aMCI) is a precursor to Alzheimer's disease (AD).
- Previous neuroimaging studies identified brain abnormalities in aMCI, but concurrent structural and functional changes remain unclear.
Purpose of the Study:
- To investigate combined structural and functional brain alterations in aMCI patients.
- To identify shared neuroimaging markers for aMCI pathophysiology.
Main Methods:
- Utilized voxel-based morphometry (VBM) for gray matter volume, amplitude of low-frequency fluctuations (ALFFs) and regional homogeneity (Reho) for functional activity.
- Employed resting-state functional connectivity (RSFC) analysis using identified structural and functional regions as seeds.
Main Results:
- Decreased gray matter volume, ALFF, and Reho were observed in specific frontal regions (SFG_R, MFG_R, IFG_L) in aMCI patients compared to healthy controls (HCs).
- Reduced RSFC was found between these frontal regions and other brain areas, including temporal and parietal lobes, in aMCI patients.
Conclusions:
- Shared structural and functional neuroimaging features highlight the critical role of SFG_R, MFG_R, and IFG_L in aMCI.
- Findings contribute to understanding the neural mechanisms underlying aMCI and its progression to AD.
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