Pulse Brain · Growing Health Evidence Index
Peer-reviewed

Multivariable Mendelian Randomization and Mediation

Eleanor Sanderson

Cold Spring Harbor Perspectives in Medicine · 2020

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Summary

Mendelian randomization (MR) is the use of genetic variants associated with an exposure to estimate the causal effect of that exposure on an outcome. Mediation analysis is the method of decomposing the effects of an exposure on an outcome, which act directly, and those that act via mediating variables. These effects are decomposed through the use of multivariable analysis to estimate the causal effects between three types of variables: exposures, mediators, and an outcome. Multivariable MR (MVMR) is a recent extension to MR that uses genetic variants associated with multiple, potentially related exposures to estimate the effect of each exposure on a single outcome. MVMR allows for equivalent analysis to mediation within the MR framework and therefore can also be used to estimate mediation

Source type
Peer-reviewed study
DOI
10.1101/cshperspect.a038984
Catalogue ID
SNmohbb1j2-mjn6zt
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