a new set of mechanistic hypotheses, including whether or not a particular site mediates the impact of an intervention, are possible. Lastly, GxE testing is at the core of inclusion of genetic measures in intervention and prevention studies (i.e., does modifying the environment impact outcome differently by genotype). Consequently, safeguards must be taken to avoid the generation of spurious results.