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Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
State-based functional connectivity changes associate with cognitive decline in amnestic mild cognitive impairment
Chunxian Yue1, Di Wu1, Feng Bai1
1Department of Neurology, Affiliated ZhongDa Hospital, Neuropsychiatric Institute, Medical School, Southeast University, Nanjing, Jiangsu 210009, China.
Amnestic mild cognitive impairment (aMCI) shows reduced episodic memory (EM) network connectivity, particularly involving the left posterior parahippocampal gyrus. These changes correlate with cognitive deficits, highlighting altered brain network organization in aMCI.
Area of Science:
- Neuroscience
- Cognitive Neurology
- Neuroimaging
Background:
- Episodic memory (EM) dysfunction is a hallmark of amnestic mild cognitive impairment (aMCI), a condition with high conversion risk to Alzheimer's disease (AD).
- The modulation of the EM network during situational switching in aMCI remains poorly understood.
Purpose of the Study:
- To investigate functional connectivity (FC) alterations within the EM network in aMCI subjects compared to cognitively normal (CN) individuals.
- To examine how the EM network reconfigures from a resting-state to an episodic memory retrieval task-state.
- To identify correlations between EM network connectivity and cognitive performance in aMCI.
Main Methods:
- Recruited 26 aMCI and 22 CN subjects for multi-dimensional neuropsychological tests and resting-state/task-state functional magnetic resonance imaging (fMRI).
- Constructed the EM network using a seed-based FC approach, focusing on connectivity changes between resting and task states.
- Analyzed differences in FC between aMCI and CN groups and correlated connectivity strength with cognitive scores.
Main Results:
- AMCI subjects exhibited poorer performance in episodic memory and executive function compared to CN subjects.
- Significantly decreased connectivity was observed in aMCI subjects between the left posterior parahippocampal gyrus (LpPHG) and the left ventral medial prefrontal cortex and right postcentral gyrus (RPCG).
- Across all subjects, increased connectivity of LpPHG to the right dorsal medial prefrontal cortex (RDMPFC), RPCG, left inferior parietal cortex, and bilateral superior parietal lobe occurred during the task-state compared to resting-state. Changed LpPHG-RDMPFC connectivity correlated with EM and executive function scores in aMCI.
Conclusions:
- General brain regions are functionally organized and integrated into the EM network, mobilizing cognitive resources to meet task demands.
- Findings suggest altered functional organization and integration within the EM network in aMCI.
- These results enhance understanding of the neural mechanisms underlying EM deficits in aMCI.
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