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Updated: Jun 24, 2026

Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
Structural and functional MRI in mild cognitive impairment
Maija Pihlajamäki1, Anne M Jauhiainen, Hilkka Soininen
1Department of Neurology, Kuopio University Hospital Kuopio, Finland.
Abstract:
Mild cognitive impairment (MCI), and the amnestic subtype of MCI in particular, is the most recent concept used to describe the intermediary state between healthy aging and Alzheimer's disease (AD). It is hoped that research focusing on MCI would yield markers for early identification of individuals with prodromal AD at such a pre-dementia stage when potential disease modifying therapies would be most efficacious. Magnetic resonance imaging (MRI) combined with various data analysis methods provides tools to investigate alterations in brain structure and function in vivo. Structurally, MCI is characterized by atrophy of the medial temporal lobe (MTL) structures such as the hippocampus and entorhinal cortex, and the amount of atrophy in MCI is intermediate between healthy aging and AD. Additionally, atrophy of the posteromedial cortices such as the posterior cingulum and precuneus as well as of the lateral temporal cortices has been reported. The pattern of atrophy appears to vary according to the subtype of MCI. Functional MRI studies in MCI, compared to healthy aging and AD, have demonstrated both increased and decreased MTL activity during encoding novel visually presented material. Differences in the MTL activation pattern in MCI subjects may relate to differences in the severity of cognitive decline. There is some evidence that increased MTL activity observed during encoding may be compensatory due to incipient atrophy in the MTL structures. The resting state (or, "default mode") network, and the posteromedial cortical regions in particular, appear to malfunction in MCI. It is suggested that both altered MTL and posteromedial cortical function may be indicative of future cognitive decline from MCI to clinical AD.
Insights
Mild cognitive impairment (MCI) is an intermediate stage between aging and Alzheimer's disease (AD). Brain imaging reveals atrophy and altered function in specific brain regions, potentially predicting future cognitive decline.
Area of Science:
- Neuroimaging
- Neurology
- Cognitive Science
Background:
- Mild cognitive impairment (MCI) represents a transitional phase between normal aging and Alzheimer's disease (AD).
- Identifying MCI biomarkers is crucial for early intervention with disease-modifying therapies.
- Magnetic resonance imaging (MRI) offers in vivo insights into brain structure and function.
Purpose of the Study:
- To investigate structural and functional brain alterations in individuals with MCI using MRI.
- To identify potential imaging markers for early detection of prodromal AD.
- To explore the relationship between brain changes and cognitive decline in MCI subtypes.
Main Methods:
- Utilized Magnetic Resonance Imaging (MRI) for in vivo assessment of brain structure and function.
- Analyzed patterns of atrophy in medial temporal lobe (MTL) and posteromedial cortices.
- Examined functional MRI (fMRI) activity, including MTL and resting-state (default mode) networks.
Main Results:
- MCI is associated with intermediate atrophy in MTL structures (hippocampus, entorhinal cortex) compared to healthy aging and AD.
- Atrophy patterns vary by MCI subtype, affecting posteromedial and lateral temporal cortices.
- Functional MRI shows altered MTL activity (increased or decreased) during encoding and impaired resting-state network function in MCI.
Conclusions:
- Structural atrophy and altered functional activity in MTL and posteromedial regions are characteristic of MCI.
- These neuroimaging findings may serve as indicators of future progression from MCI to clinical AD.
- Early detection of MCI through MRI can inform therapeutic strategies for prodromal AD.
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