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Updated: May 27, 2025

Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
Altered functional connectivity between primary visual cortex and cerebellum in Alzheimer's disease
Chang Cai1, Takashi Kato1,2, Yutaka Arahata3
1Department of Clinical and Experimental Neuroimaging, National Center for Geriatrics and Gerontology, Obu, Aichi, Japan.
Eyes-open and eyes-closed conditions affect brain functional connectivity (FC) differently in Alzheimer's disease (AD) continuum. AD patients show reversed V1-cerebellum connectivity, potentially explaining balance issues and suggesting a new biomarker.
Area of Science:
- Neuroimaging
- Neuroscience
- Medical Imaging
Background:
- Eyes-open (EO) and eyes-closed (EC) states differentially organize brain networks in healthy individuals.
- Functional connectivity (FC) analysis using resting-state fMRI under EO/EC conditions is used to study Alzheimer's disease (AD).
- The influence of eye conditions on FC across the AD continuum is not well-established.
Purpose of the Study:
- To investigate the impact of eye conditions (EO vs. EC) on functional connectivity (FC) throughout the Alzheimer's disease (AD) continuum.
- To explore how FC patterns differ between EO and EC states in cognitively normal (CN) and mild cognitive impairment (MCI) individuals with and without amyloid-beta (Aβ) pathology, as well as in AD patients.
Main Methods:
- Functional connectivity (FC) was assessed using a primary visual cortex (V1) seed in individuals across the AD continuum (CN-, CN+, MCI+, AD).
- Data were collected under both eyes-open (EO) and eyes-closed (EC) conditions.
- Participants included 59 Aβ-PET negative CN, 14 Aβ-PET positive CN, 24 MCI+, and 15 AD individuals.
Main Results:
- Both EO and EC conditions modulated FC between the V1 and cerebellum (posterior vermis) across all groups.
- EO facilitated V1-cerebellum FC more than EC in CN-, CN+, and MCI+ groups.
- The AD group exhibited the opposite pattern, with EC showing greater V1-cerebellum FC than EO. FC correlated with truncal balance under EO in MCI+ and AD groups.
Conclusions:
- Functional connectivity (FC) between the visual cortex (V1) and cerebellum is altered in Alzheimer's disease (AD).
- These V1-cerebellum connectivity changes may contribute to impaired truncal balance and falls in AD patients.
- Analyzing FC under both EO and EC conditions could offer a novel functional biomarker for AD detection and monitoring.
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