Statistical methods for Mendelian randomization in genome-wide association studies: A review
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Abstract
Genome-wide association studies have yielded thousands of associations for many common diseases and disease-related complex traits. The identified associations made it possible to identify the causal risk factors underlying diseases and investigate the causal relationships among complex traits through Mendelian randomization. Mendelian randomization is a form of instrumental variable analysis that uses SNP associations from genome-wide association studies as instruments to study and uncover causal relationships between complex traits. By leveraging SNP genotypes as instrumental variables, or proxies, for the exposure complex trait, investigators can tease out causal effects from observational data, provided…
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Topics
Keywords
- Mendelian randomization
- Genome-wide association study
- Genetic association
- Causality (physics)
- Instrumental variable
- Trait
- Causal inference
- Biology
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