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Updated: Jun 8, 2026

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 in mild cognitive impairment during a memory task: implications for the disconnection
Ricardo Bajo1, Fernando Maestú, Angel Nevado
1Laboratory of Cognitive and Computational Neuroscience, Center of Biomedical Technology, Madrid, Spain. ricbajo@gmail.com
Abstract:
Mild cognitive impairment (MCI) has been considered an intermediate state between healthy aging and dementia. The early damage in anatomical connectivity and progressive loss of synapses that characterize early Alzheimer's disease suggest that MCI could also be a disconnection syndrome. Here, we compare the degree of synchronization of brain signals recorded with magnetoencephalography from patients (22) with MCI with that of healthy controls (19) during a memory task. Synchronization Likelihood, an index based on the theory of nonlinear dynamical systems, was used to measure functional connectivity. During the memory task patients showed higher interhemispheric synchronization than healthy controls between left and right -anterior temporo-frontal regions (in all studied frequency bands) and in posterior regions in the γ band. On the other hand, the connectivity pattern from healthy controls indicated two clusters of higher synchronization, one among left temporal sensors and another one among central channels. Both of them were found in all frequency bands. In the γ band, controls showed higher Synchronization Likelihood values than MCI patients between central-posterior and frontal-posterior channels and a high synchronization in posterior regions. The inter-hemispheric increased synchronization values could reflect a compensatory mechanism for the lack of efficiency of the memory networks in MCI patients. Therefore, these connectivity profiles support only partially the idea of MCI as a disconnection syndrome, as patients showed increased long distance inter-hemispheric connections but a decrease in antero-posterior functional connectivity.
Insights
Mild cognitive impairment (MCI) patients exhibit altered brain connectivity during memory tasks. Increased long-distance synchronization may be a compensatory mechanism, but overall functional connectivity is reduced, partially supporting the disconnection syndrome hypothesis.
Area of Science:
- Neuroscience
- Cognitive Science
Background:
- Mild cognitive impairment (MCI) is an intermediate stage between healthy aging and dementia.
- Early Alzheimer's disease involves connectivity damage and synaptic loss, suggesting MCI might be a disconnection syndrome.
Purpose of the Study:
- To compare brain signal synchronization in MCI patients versus healthy controls during a memory task.
- To investigate functional connectivity patterns in MCI and their relation to the disconnection syndrome hypothesis.
Main Methods:
- Magnetoencephalography (MEG) recorded brain signals from 22 MCI patients and 19 healthy controls.
- Synchronization Likelihood, a nonlinear dynamical systems index, quantified functional connectivity.
- Analysis focused on interhemispheric and regional synchronization across different frequency bands during a memory task.
Main Results:
- MCI patients showed higher interhemispheric synchronization in temporo-frontal and posterior (gamma band) regions compared to controls.
- Healthy controls exhibited higher synchronization within left temporal and central regions across all bands.
- Controls had greater Synchronization Likelihood than MCI patients in central-posterior and frontal-posterior connections (gamma band).
Conclusions:
- Increased interhemispheric synchronization in MCI may represent a compensatory mechanism for network inefficiency.
- The findings partially support the disconnection syndrome hypothesis for MCI, showing increased long-distance connections but decreased antero-posterior connectivity.
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