Genetic studies have shown that type 2 diabetes risk alleles, which have been shown to predispose to diabetes by reducing insulin secretion, were associated with reduced birth weight when inherited by the fetus [11, 12, 33, 34]. The gene discussed is INS; the disease is type 2 diabetes mellitus.