This study aims to explore the secretion changes and influencing factors of PP in different stages of glucose metabolism, and further analyze the role of PP in the pathogenesis of T2DM, which will not only help to clarify the pathogenesis of diabetes but also provide new ideas for the prevention, diagnosis, and treatment of diabetes in the future. Here, PPY is linked to diabetes mellitus.