Finally, population stratification was dealt with in multiple ways, to ensure that the rising signals were not spurious associations. Among the different approaches taken, directly typed and imputed data were adjusted for genomic control in each scan separately, and then adjusted for genomic control in the combined meta-analysis dataset.