In the present study, we preliminarily found that the polymorphism of PPARD affected the impact of nateglinide on insulin secretion in Chinese patients with T2DM, which may be attributed entirely to the role of PPAR-δ in insulin secretion, as measured by HOMA-B. Here, PPARD is linked to type 2 diabetes mellitus.