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Small World Index in Default Mode Network Predicts Progression from Mild Cognitive Impairment to Dementia
Francesca Miraglia1,2, Fabrizio Vecchio1, Camillo Marra3
1Brain Connectivity Laboratory, IRCCS San Raffaele Pisana, Rome, Italy.
Abstract:
Aim of this study was to explore the EEG functional connectivity in amnesic mild cognitive impairments (MCI) subjects with multidomain impairment in order to characterize the Default Mode Network (DMN) in converted MCI (cMCI), which converted to Alzheimer's disease (AD), compared to stable MCI (sMCI) subjects. A total of 59 MCI subjects were recruited and divided -after appropriate follow-up- into cMCI or sMCI. They were further divided in MCI with linguistic domain (LD) impairment and in MCI with executive domain (ED) impairment. Small World (SW) index was measured as index of balance between integration and segregation brain processes. SW, computed restricting to nodes of DMN regions for all frequency bands, evaluated how they differ between MCI subgroups assessed through clinical and neuropsychological four-years follow-up. In addition, SW evaluated how this pattern differs between MCI with LD and MCI with ED. Results showed that SW index significantly decreased in gamma band in cMCI compared to sMCI. In cMCI with LD impairment, the SW index significantly decreased in delta band, while in cMCI with ED impairment the SW index decreased in delta and gamma bands and increased in alpha1 band. We propose that the DMN functional alterations in cognitive impairment could reflect an abnormal flow of brain information processing during resting state possibly associated to a status of pre-dementia.
Insights
Altered brain connectivity in mild cognitive impairment (MCI) predicts Alzheimer's disease progression. Specifically, decreased Small World index in the Default Mode Network (DMN) indicates a higher risk of conversion to Alzheimer's disease (AD).
Area of Science:
- Neuroscience
- Medical Imaging
- Cognitive Science
Background:
- Mild cognitive impairment (MCI) is a precursor to Alzheimer's disease (AD).
- Understanding functional brain connectivity, particularly within the Default Mode Network (DMN), is crucial for predicting MCI conversion to AD.
- The Small World (SW) index quantifies the balance between brain integration and segregation.
Purpose of the Study:
- To explore EEG functional connectivity within the DMN in individuals with amnesic MCI.
- To characterize differences in DMN functional connectivity between MCI subjects who convert to AD (cMCI) and those who remain stable (sMCI).
- To investigate how DMN connectivity patterns differ between MCI patients with linguistic domain (LD) impairment versus executive domain (ED) impairment.
Main Methods:
- Electroencephalography (EEG) was used to measure functional connectivity in 59 MCI subjects.
- Subjects were classified as stable MCI (sMCI) or converted MCI (cMCI) after a four-year follow-up.
- The Small World (SW) index of the DMN was computed across different frequency bands (delta, gamma, alpha1).
Main Results:
- A significantly decreased SW index in the gamma band was observed in cMCI subjects compared to sMCI subjects.
- In cMCI with linguistic domain impairment, the SW index decreased in the delta band.
- In cMCI with executive domain impairment, the SW index decreased in delta and gamma bands and increased in the alpha1 band.
Conclusions:
- Functional alterations in the DMN's connectivity are associated with MCI progression towards Alzheimer's disease.
- These alterations may reflect abnormal brain information processing during resting state, indicative of a pre-dementia stage.
- Specific patterns of DMN connectivity changes may differentiate MCI subtypes based on cognitive domain impairment.
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