In the current study, we used bioinformatics analyses to identify and select a set of variants in the UCP2/UCP3 region to determine the association between UCP2/UCP3 and prediabetes or T2DM in a Chinese population. Here, UCP3 is linked to type 2 diabetes mellitus.