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Updated: May 24, 2025

Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
Causal effect analysis of the relationship between Alzheimer's diseas (AD) and wet age-related macular degeneration
Weili Zhang1, Qinying Huang1, Jinying Li1
1Department of Ophthalmology, Peking University Shenzhen Hospital, Shenzhen, Guangdong, China.
Abstract:
PurposeAlzheimer's disease (AD) and wet age-related macular degeneration (wAMD) are both prevalent degenerative diseases in the elderly population. However, whether AD is causally related to wAMD is unclear. A Mendelian randomization(MR) analysis was conducted to investigate the association between them.MethodsSingle nucleotide polymorphisms (SNPs) involved in this study were acquired from the IEU Open Genome-wide association study (GWAS) database. As for AD (ID: finn-b-G6_ALZHEIMER), there were 3899 cases and 214,893 controls. For wAMD (ID:finn-b-WET_AMD), it contained 2114 cases and 206,601 controls. The inverse-variance weighted (IVW) method was performed as the major analysis, supplemented by sensitivity analyses and Steiger test.ResultsThe occurrence of wAMD was associated with decreased risk of AD (IVW, OR was 0.82 at 95%, Confidence interval (CI) of 0.77-0.88, p = 1.67E-09).ConclusionsOur findings demonstrated a potentially protective effect of AD against the development of wAMD. It promotes further investigation of interaction between AD and wAMD.
Insights
This study investigated the link between Alzheimer's disease (AD) and wet age-related macular degeneration (wAMD). Findings suggest AD may offer a protective effect against developing wAMD, warranting further research into their interaction.
Area of Science:
- Neuroscience
- Ophthalmology
- Genetics
Background:
- Alzheimer's disease (AD) and wet age-related macular degeneration (wAMD) are common neurodegenerative and ophthalmological conditions in older adults.
- The causal relationship between AD and wAMD remains largely unexplored.
- Understanding potential links is crucial for geriatric health and disease management.
Purpose of the Study:
- To investigate the potential causal relationship between Alzheimer's disease and wet age-related macular degeneration.
- To utilize Mendelian randomization analysis to assess the association between AD and wAMD.
Main Methods:
- Mendelian randomization analysis using summary statistics from the IEU Open GWAS database.
- Genetic data for AD (3899 cases, 214,893 controls) and wAMD (2114 cases, 206,601 controls) were analyzed.
- Inverse-variance weighted (IVW) method was the primary analysis, supported by sensitivity analyses and Steiger testing.
Main Results:
- A statistically significant association was found between wAMD and a decreased risk of AD.
- The IVW analysis indicated an odds ratio (OR) of 0.82 (95% CI: 0.77-0.88, p=1.67E-09) for AD in the presence of wAMD.
- This suggests a protective effect of AD against wAMD development.
Conclusions:
- The study indicates a potential protective role of Alzheimer's disease in the development of wet age-related macular degeneration.
- These findings highlight a possible interaction between AD and wAMD.
- Further research is recommended to explore the biological mechanisms underlying the observed association.
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