Expanding upon previous knowledge regarding the clustering of T2D loci, we undertook a genetic approach to cluster FI-related variants based on their association with body composition, inflammatory, and lipid traits in individuals without diabetes from five ancestry groups to elucidate the mechanisms that underlie the variation in insulin resistance and insulin secretion and their impact on cardiometabolic outcomes. The gene discussed is INS; the disease is type 2 diabetes mellitus.