Mendelian Randomization as an Approach to Assess Causality Using Observational Data
Eurac Research · University of Freiburg
Abstract
Mendelian randomization refers to an analytic approach to assess the causality of an observed association between a modifiable exposure or risk factor and a clinically relevant outcome. It presents a valuable tool, especially when randomized controlled trials to examine causality are not feasible and observational studies provide biased associations because of confounding or reverse causality. These issues are addressed by using genetic variants as instrumental variables for the tested exposure: the alleles of this exposure-associated genetic variant are randomly allocated and not subject to reverse causation. This, together with the wide availability of published genetic associations to screen for suitable…
Citation impact
- FWCI
- 8.00
- Percentile
- 100%
- References
- 94
Authors
4Topics & keywords
- Mendelian randomization
- Observational study
- Instrumental variable
- Causality (physics)
- Confounding
- Outcome (game theory)
- Causal inference
- Genetic association