Beyond reproductive biology, genome-wide association and clinical studies have linked ZMIZ1 variants to autoimmune disease, type 2 diabetes (T2D), and syndromic neurodevelopmental disorders, underscoring its pleiotropic physiological roles (17, 18). This evidence concerns the gene ZMIZ1 and type 2 diabetes mellitus.