In addition to sample collections for specific diseases, genotype data from large samples of unrelated controls are freely available for common use [5]. Examples include the Welcome Trust's Case Control Collaboration and the databases in the Genotypes and Phenotypes (dbGaP) archive from tens of thousands of individuals.