PPARD and NOS1AP are directly or indirectly involved in the regulation of β-cell function and insulin resistance, which suggests that genetic polymorphisms in the two genes may contribute to interindividual differences in nateglinide response [7–9, 16, 17]. Here, PPARD is linked to Insulin resistance.