It is important to note that the previously described limited matching on - or adjusting for - a few covariates identifying substructure, or indeed the use of common controls, is suitable only for studies which are intended to assess genetic risk. If a future aim is to incorporate environmental risk, or gene-environment interaction, then more stringent design considerations developed to minimise information and selection biases in environmental epidemiological studies need to be applied.