Using a recall-by-genotype study design, we conducted phenotyping studies in the PGR for several metabolic parameters to understand the physiological mechanisms by which SLC30A8 LoF protects against type 2 diabetes. Here, SLC30A8 is linked to type 2 diabetes mellitus.