We apply our methods to analysis of T2D in the FHS data, where we replicate association with two previously-identified T2D susceptibility loci TCF7L2 [26–28], and TLE1 [29, 30]. This evidence concerns the gene TCF7L2 and type 2 diabetes mellitus.