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Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
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Cognition-Eye-Brain Connection in Alzheimer's Disease Spectrum Revealed by Multimodal Imaging
Yan Shi1, Tingting Shen2, Su Yan1
1Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Journal of Magnetic Resonance Imaging : JMRI
|June 29, 2025
Summary
Alzheimer's disease spectrum disorders show connections between brain structure, function, and eye metrics. Early cognitive decline may reveal cognition-eye-brain links.
Area of Science:
- Neuroscience
- Ophthalmology
- Radiology
Background:
- The relationship between cognitive function, eye health, and brain changes in Alzheimer's disease (AD) spectrum disorders is not fully understood.
- Existing research has not conclusively linked these factors across the spectrum of cognitive decline.
Purpose of the Study:
- To investigate the associations between cognitive status, retinal imaging metrics, and brain structural and functional alterations in individuals across the Alzheimer's disease spectrum.
- To explore potential early indicators of cognitive decline through the examination of eye and brain changes.
Main Methods:
- A prospective study involving healthy controls (HC), subjective cognitive decline (SCD), mild cognitive impairment (MCI), and Alzheimer's disease (AD) groups.
- Utilized 3-T MRI (BRAVO and fMRI) for brain volume and functional analysis (FALFF, ReHo).
- Employed optical coherence tomography angiography (OCTA) and a deep learning model (FARGO) to analyze retinal features (FAZ, RNFL, GCL-IPL thickness).
- Multivariable linear regression was used to compare cognition-eye-brain associations across groups.
Main Results:
- In MCI patients, reduced temporal FALFF correlated with decreased RNFL thickness and increased FAZ area.
- In AD patients, reduced occipital ReHo was associated with an enlarged FAZ area.
- SCD individuals exhibited widespread cortical thickening linked to retinal biometrics, particularly reduced GCL-IPL thickness.
Conclusions:
- Brain structure and function are associated with cognitive status and retinal biometrics throughout the Alzheimer's disease spectrum.
- Cognition-eye-brain connections may be detectable in the early stages of cognitive decline, such as in SCD.
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