In this analysis, we also found that HMGA2 locus was significantly associated with increased FPG in these samples, suggesting that SNPs in the MTNR1B or the HMGA2 loci confer susceptibility to type 2 diabetes in Japanese populations. Here, MTNR1B is linked to type 2 diabetes mellitus.