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Updated: Jun 18, 2025

Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
A mediation approach in resting-state connectivity between the medial prefrontal cortex and anterior cingulate in
Yiyuan Teresa Huang1, Sui-Hing Yan2, Yi-Fang Chuang3,4,5
1International Research Center for Neurointelligence (WPI-IRCN), UTIAS, The University of Tokyo, Tokyo, Japan.
Abstract:
Mild cognitive impairment (MCI) is recognized as the prodromal phase of dementia, a condition that can be either maintained or reversed through timely medical interventions to prevent cognitive decline. Considerable studies using functional magnetic resonance imaging (fMRI) have indicated that altered activity in the medial prefrontal cortex (mPFC) serves as an indicator of various cognitive stages of aging. However, the impacts of intrinsic functional connectivity in the mPFC as a mediator on cognitive performance in individuals with and without MCI have not been fully understood. In this study, we recruited 42 MCI patients and 57 healthy controls, assessing their cognitive abilities and functional brain connectivity patterns through neuropsychological evaluations and resting-state fMRI, respectively. The MCI patients exhibited poorer performance on multiple neuropsychological tests compared to the healthy controls. At the neural level, functional connectivity between the mPFC and the anterior cingulate cortex (ACC) was significantly weaker in the MCI group and correlated with multiple neuropsychological test scores. The result of the mediation analysis further demonstrated that functional connectivity between the mPFC and ACC notably mediated the relationship between the MCI and semantic fluency performance. These findings suggest that altered mPFC-ACC connectivity may have a plausible causal influence on cognitive decline and provide implications for early identifications of neurodegenerative diseases and precise monitoring of disease progression.
Insights
Mild cognitive impairment (MCI) is linked to weaker brain connectivity between the medial prefrontal cortex (mPFC) and anterior cingulate cortex (ACC). This altered mPFC-ACC connectivity influences cognitive performance, particularly semantic fluency, in MCI patients.
Area of Science:
- Neuroscience
- Cognitive Science
- Medical Imaging
Background:
- Mild cognitive impairment (MCI) is a precursor to dementia, necessitating early detection and intervention.
- The medial prefrontal cortex (mPFC) shows altered activity in aging and cognitive decline.
- The role of mPFC intrinsic functional connectivity in mediating cognitive performance in MCI remains unclear.
Purpose of the Study:
- To investigate the impact of medial prefrontal cortex (mPFC) functional connectivity on cognitive performance in individuals with and without mild cognitive impairment (MCI).
- To explore the mediating role of mPFC-anterior cingulate cortex (ACC) connectivity in the relationship between MCI and cognitive function.
Main Methods:
- Recruited 42 MCI patients and 57 healthy controls.
- Assessed cognitive abilities using neuropsychological evaluations.
- Analyzed functional brain connectivity using resting-state functional magnetic resonance imaging (fMRI).
Main Results:
- MCI patients performed worse on neuropsychological tests compared to controls.
- Significantly weaker functional connectivity between the mPFC and ACC was observed in the MCI group.
- mPFC-ACC connectivity correlated with neuropsychological test scores and mediated the effect of MCI on semantic fluency.
Conclusions:
- Altered mPFC-ACC functional connectivity is associated with cognitive decline in MCI.
- This connectivity may causally influence cognitive performance, suggesting potential for early neurodegenerative disease identification.
- Findings support mPFC-ACC connectivity as a biomarker for monitoring disease progression.
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