In summary, the results of this study suggest that the MTNR1B rs10830963 gene variant is associated with the efficacy of nateglinide in the treatment of type 2 diabetes, and also has a certain role in promoting clinical individualized drug delivery. Here, MTNR1B is linked to type 2 diabetes mellitus.