Mendelian randomization: Using genes as instruments for making causal inferences in epidemiology
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Abstract
Observational epidemiological studies suffer from many potential biases, from confounding and from reverse causation, and this limits their ability to robustly identify causal associations. Several high-profile situations exist in which randomized controlled trials of precisely the same intervention that has been examined in observational studies have produced markedly different findings. In other observational sciences, the use of instrumental variable (IV) approaches has been one approach to strengthening causal inferences in non-experimental situations. The use of germline genetic variants that proxy for environmentally modifiable exposures as instruments for these exposures is one form of IV analysis that…
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Topics
Keywords
- Mendelian randomization
- Observational study
- Causal inference
- Confounding
- Instrumental variable
- Causation
- Randomized controlled trial
- Causality (physics)
UN Sustainable Development Goals
- Good health and well-being
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