In summary, S1P plays multiple roles in both type 1 and type 2 diabetes, significantly affecting immune modulation and beta-cell protection in type 1 diabetes, and more profoundly influencing insulin sensitivity, lipid metabolism, and inflammatory responses in type 2 diabetes. Here, INS is linked to type 2 diabetes mellitus.