Although three SNPs of UCP1 were associated with DR in participants of poor glucose control, and one SNP of UCP3 was found to be associated with DR in diabetes patients with well controlled hyperglycemia, the significance did not remain after Bonferroni correction was applied. This evidence concerns the gene UCP3 and diabetes mellitus.