Statistical methods for Mendelian randomization in genome-wide association studies: A review

University of Michigan

PubMed
Indexed incrossrefdoajpubmed

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…

Citation impact

310
total citations
FWCI
55.56
Percentile
100%
References
167
Citations per year

Authors

2

Topics & keywords

Keywords
  • Mendelian randomization
  • Genome-wide association study
  • Genetic association
  • Causality (physics)
  • Instrumental variable
  • Trait
  • Causal inference
  • Biology
No related works found for this paper.

Funding