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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.
Abstract:
Amnestic mild cognitive impairment (aMCI) is a clinical subtype of MCI, which is known to have a high risk of developing Alzheimer's disease (AD). Although neuroimaging studies have reported brain abnormalities in patients with aMCI, concurrent structural and functional patterns in patients with aMCI were still unclear. In this study, we combined voxel-based morphometry (VBM), amplitude of low-frequency fluctuations (ALFFs), regional homogeneity (Reho), and resting-state functional connectivity (RSFC) approaches to explore concurrent structural and functional alterations in patients with aMCI. We found that, compared with healthy controls (HCs), both ALFF and Reho were decreased in the right superior frontal gyrus (SFG_R) and right middle frontal gyrus (MFG_R) of patients with aMCI, and both gray matter volume (GMV) and Reho were decreased in the left inferior frontal gyrus (IFG_L) of patients with aMCI. Furthermore, we took these overlapping clusters from VBM, ALFF, and Reho analyses as seed regions to analyze RSFC. We found that, compared with HCs, patients with aMCI had decreased RSFC between SFG_R and the right temporal lobe (subgyral) (TL_R), the MFG_R seed and left superior temporal gyrus (STG_L), left inferior parietal lobule (IPL_L), and right anterior cingulate cortex (ACC_R), the IFG_L seed and left precentral gyrus (PRG_L), left cingulate gyrus (CG_L), and IPL_L. These findings highlighted shared imaging features in structural and functional magnetic resonance imaging (MRI), suggesting that SFG_R, MFG_R, and IFG_L may play a major role in the pathophysiology of aMCI, which might be useful to better understand the underlying neural mechanisms of aMCI and AD.
Insights
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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