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Published on: January 11, 2020
Study on the causal relationship between educational attainment and delirium: A two-sample Mendelian randomization
Xianjie Wan1, Hui Yu1, Mingyi Yang1
1Department of Joint Surgery, HongHui Hospital, Xi'an Jiaotong University, Xi'an, Shaanxi, 710054, China.
Genetic analysis reveals a causal link between higher educational attainment and reduced risk of delirium. This suggests that increased education may offer protection against developing delirium.
Area of Science:
- Genetics
- Epidemiology
- Neuroscience
Background:
- Delirium is a common clinical condition with significant morbidity.
- The relationship between educational attainment and delirium is complex.
- Understanding genetic factors may elucidate causal pathways.
Purpose of the Study:
- To investigate the causal relationship between educational attainment and delirium at the genetic level.
- To provide novel genetic evidence on the association between education and delirium.
- To explore whether genetic predisposition to higher education reduces delirium risk.
Main Methods:
- Mendelian randomization analysis utilizing single nucleotide polymorphisms (SNPs) as instrumental variables.
- Inverse variance weighting (IVW) as the primary analysis method.
- Supplementary analyses including weighted median, Mendelian Randomization-Egger, and mode-based methods.
- Tests for horizontal pleiotropy and heterogeneity (e.g., MR-Egger intercept, MR-PRESSO, Cochran's Q).
- Multivariate Mendelian randomization to adjust for confounders.
Main Results:
- A significant causal effect of genetically predicted educational attainment on delirium was found (IVW: OR=0.67, 95% CI [0.49-0.92], p=0.013).
- Results were consistent across various sensitivity analyses, including MR-PRESSO and multivariate MR.
- No evidence of significant pleiotropy or heterogeneity was detected.
- Leave-one-out analysis confirmed the robustness of the findings.
Conclusions:
- There is a genetic causal relationship between higher educational attainment and a lower risk of delirium.
- Higher educational attainment appears to be a protective factor against delirium.
- Clinical attention should be directed towards individuals with low educational attainment who are at high risk for delirium.
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