Direction of Information Flow in Alzheimer's Disease and MCI Patients
Fabrizio Vecchio1, Claudio Babiloni
1AfaR, Department of Neuroscience, Fatebenefratelli Hospital, Isola Tiberina, 00186 Rome, Italy.
Abstract:
Is directionality of electroencephalographic (EEG) synchronization abnormal in amnesic mild cognitive impairment (MCI) and Alzheimer's disease (AD)? And, do cerebrovascular and AD lesions represent additive factors in the development of MCI as a putative preclinical stage of AD? Here we reported two studies that tested these hypotheses. EEG data were recorded in normal elderly (Nold), amnesic MCI, and mild AD subjects at rest condition (closed eyes). Direction of information flow within EEG electrode pairs was performed by directed transfer function (DTF) at δ (2-4 Hz), θ (4-8 Hz), α1 (8-10 Hz), α2 (10-12 Hz), β1 (13-20 Hz), β2 (20-30 Hz), and γ (30-40 Hz). Parieto-to-frontal direction was stronger in Nold than in MCI and/or AD subjects for α and β rhythms. In contrast, the directional flow within interhemispheric EEG functional coupling did not discriminate among the groups. More interestingly, this coupling was higher at θ, α1, α2, and β1 in MCI with higher than in MCI with lower vascular load. These results suggest that directionality of parieto-to-frontal EEG synchronization is abnormal not only in AD but also in amnesic MCI, supporting the additive model according to which MCI state would result from the combination of cerebrovascular and neurodegenerative lesions.
Insights
Directional brainwave synchronization, measured by electroencephalography (EEG), is altered in mild cognitive impairment (MCI) and Alzheimer's disease (AD). This supports a model where vascular and neurodegenerative factors combine to cause MCI.
Area of Science:
- Neuroscience
- Biomedical Engineering
- Gerontology
Background:
- Mild cognitive impairment (MCI) is a transitional stage between normal aging and Alzheimer's disease (AD).
- Understanding the neurophysiological underpinnings of MCI is crucial for early detection and intervention.
- The interplay between cerebrovascular and AD-related lesions in MCI progression remains incompletely understood.
Purpose of the Study:
- To investigate abnormalities in the directionality of electroencephalographic (EEG) synchronization in amnesic MCI and AD.
- To determine if cerebrovascular and AD lesions act as additive factors in the development of MCI.
Main Methods:
- EEG data were collected from normal elderly, amnesic MCI, and mild AD subjects at rest.
- Directed Transfer Function (DTF) was used to analyze the direction of information flow in EEG signals across various frequency bands (δ, θ, α, β, γ).
- Interhemispheric EEG functional coupling was assessed to evaluate group differences and the influence of vascular load.
Main Results:
- Parieto-to-frontal EEG synchronization directionality was reduced in MCI and AD compared to normal elderly for α and β rhythms.
- Interhemispheric EEG functional coupling did not differ significantly between groups.
- However, θ, α1, α2, and β1 frequency band coupling was higher in MCI patients with greater vascular load, suggesting an additive effect.
Conclusions:
- Abnormal directionality of parieto-to-frontal EEG synchronization is evident in both amnesic MCI and AD.
- These findings support an additive model where MCI results from the combined impact of cerebrovascular and neurodegenerative lesions.
- This highlights the potential of EEG synchronization analysis for understanding MCI pathophysiology.
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