Since small sample sizes were obtained for some of the analyses performed in Asians, further additional larger studies that allow stratification for ethnicity and gene-gene and gene-environment interactions should also be conducted in order to elucidate the roles possibly played by UCP polymorphisms in obesity and BMI changes. The gene discussed is UCP1; the disease is obesity due to melanocortin 4 receptor deficiency.