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Updated: May 14, 2026

Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
Assessing the Relationship Between Volumetric Changes and Functional Connectivity in Patients with Mild Cognitive
Weronika Machaj1,2, Przemyslaw Podgorski1,2, Julian Maciaszek3
1Department of General and Interventional Radiology and Neuroradiology, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland.
Abstract:
Background: Amnestic mild cognitive impairment (aMCI) is considered a transitional state between normal aging and dementia, often without visible abnormalities on standard brain magnetic resonance (MR) images. The aim of the study was to analyze both microstructural and functional brain abnormalities using advanced MR techniques. Methods: The study included 27 patients with aMCI and an age-matched control group (CG) of 25 healthy subjects. All MR studies were performed on a 3T MR scanner (Philips, Ingenia) with a 32-channel head and neck coil using volumetric 3D T1 sequences, followed by a resting-state functional MRI (rs-fMRI) sequence. Volumetric analysis was performed using the Destrieux atlas to assess potential structural differences between groups. Seed-to-voxel functional connectivity analyses were conducted using the bilateral hippocampi and both anterior and posterior divisions of the parahippocampal gyri as seed regions. Results: Compared to healthy controls, reduced cortical thickness was observed in aMCI subjects in the temporal regions, frontal and orbitofrontal areas, limbic areas, parietal and sensorimotor cortices, as well as occipito-temporal regions. Additionally, significantly increased functional connectivity was observed between bilateral medial temporal lobe (MTL) regions and the right thalamus. Conclusions: Cortical thinning in various brain regions along with the increased functional connectivity between the MTL regions and the right thalamus may reflect potential compensatory mechanisms in response to initial subtle degenerative changes, emphasizing the importance of using both functional and structural imaging to detect early changes in aMCI patients.
Insights
Amnestic mild cognitive impairment (aMCI) shows subtle brain changes. Advanced MRI reveals cortical thinning and altered functional connectivity in aMCI patients, suggesting early compensatory mechanisms.
Area of Science:
- Neuroimaging
- Cognitive Neuroscience
- Neurology
Background:
- Amnestic mild cognitive impairment (aMCI) is a preclinical stage of dementia.
- Standard MRI often fails to detect early abnormalities in aMCI.
- Advanced MRI techniques are crucial for identifying subtle brain changes.
Purpose of the Study:
- To investigate microstructural and functional brain abnormalities in aMCI using advanced MRI.
- To compare brain structure and function between aMCI patients and healthy controls.
Main Methods:
- Utilized 3T MRI with 3D T1 and resting-state functional MRI (rs-fMRI).
- Included 27 aMCI patients and 25 age-matched healthy controls.
- Performed volumetric analysis (Destrieux atlas) and seed-to-voxel functional connectivity analysis (hippocampi, parahippocampal gyri).
Main Results:
- Reduced cortical thickness observed in aMCI patients across temporal, frontal, limbic, parietal, and sensorimotor regions.
- Significantly increased functional connectivity between medial temporal lobe (MTL) regions and the right thalamus in aMCI patients.
Conclusions:
- Cortical thinning and altered MTL-thalamus connectivity in aMCI may indicate compensatory mechanisms.
- Combined structural and functional MRI is vital for early detection of aMCI.
- These findings highlight potential biomarkers for early neurodegeneration.
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