INS and prediabetes syndrome: Although IGF-1 may not represent a primary etiological driver (43, 44), its contribution to androgen biosynthesis underscores the importance of targeting insulin and IGF-1 pathways to prevent the reproductive and metabolic complications of prediabetes.