The increased commonality of GWA discovered variants relative to those in the genome (Figure 1A) is likely a result of the chips used to assay the genome and properties of linkage disequilibrium. Which leaves us all wondering whether there are additional rare variants waiting to be identified if we could just examine them in large numbers of individuals. These variants have been much more difficult to test using GWA panels.