INS and diabetes mellitus: Our top hit, rs3802177 in the SLC30A8 gene is in LD (R2 = 1) with rs13266634, which was associated with diabetes risk in a previous GWAS [46] (as well as in our analysis) and has also been shown to modify insulin secretion [47].