This approach is particularly advantageous for individuals at risk of developing diabetes or those managing Type 2 diabetes without insulin, as early identification of metabolic changes can enable timely lifestyle modifications and medical intervention, ultimately improving long-term disease management [1]. This evidence concerns the gene INS and diabetes mellitus.