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.

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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