can be used to follow-up disease markers identified in GWAS. Specifically, systematic approaches are needed to sift the results of numerous association studies and distill the most promising set of markers for further investigation. These approaches must be able to harness the power of existing resources and to flexibly accommodate new data produced by the fast pace of discovery in genome science.