Moreover, we demonstrated that hypothesis-driven candidate gene studies generally had poor coverage of common genetic variation. With the resources provided by the HapMap and 1000 Genomes projects coupled with decreases in genotyping costs, researchers can ensure that future genotyping covers the majority of common and rare variation present in their samples.