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Updated: Aug 12, 2025

Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
Functional connectivity and mild behavioral impairment in dementia-free elderly
Maryam Ghahremani1,2, Santhosh Nathan1, Eric E Smith1,3
1Hotchkiss Brain Institute University of Calgary Calgary Alberta Canada.
Mild behavioral impairment (MBI) in older adults is linked to reduced functional connectivity (FC) in key brain networks. These findings suggest MBI may indicate early neurodegenerative changes, similar to Alzheimer's disease.
Area of Science:
- Neuroscience
- Gerontology
- Radiology
Background:
- Mild behavioral impairment (MBI) is a syndrome of emergent neuropsychiatric symptoms in later life.
- MBI identifies individuals at high risk for dementia and is associated with early neurodegenerative markers.
- Functional connectivity (FC) alterations in MBI are not well understood but may offer insights into early disease mechanisms.
Purpose of the Study:
- To investigate the hypothesis that individuals with MBI exhibit reduced FC within the default mode network (DMN) and salience network (SN).
- To compare FC patterns in individuals with MBI (MBI+) versus those without MBI (MBI-) using resting-state functional magnetic resonance imaging (rs-fMRI).
Main Methods:
- rs-fMRI data were analyzed from 95 dementia-free participants (32 MBI+, 63 MBI-) from two cohort studies.
- Seed-based connectivity analysis focused on the posterior cingulate cortex (PCC) within the DMN and anterior cingulate cortex (ACC) within the SN.
- Statistical analyses controlled for age, sex, education, and cognitive scores, using FDR correction for multiple comparisons.
Main Results:
- MBI+ individuals showed significantly reduced FC between the PCC and medial prefrontal cortex within the DMN.
- MBI+ individuals exhibited reduced FC between the ACC and the left anterior insula within the SN.
- These FC reductions were observed in dementia-free older adults with MBI.
Conclusions:
- MBI in dementia-free older adults is associated with reduced FC in brain networks typically disrupted in dementia.
- The observed FC changes in MBI+ individuals align with patterns seen in early-stage Alzheimer's disease.
- MBI may serve as an early indicator for individuals experiencing neurodegenerative processes.
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