This study provides new evidence concerning associations between genetic variations in the UCP2 and UCP3 genes and serum lipid concentrations as well as indices of abdominal obesity, both being characteristics of the metabolic syndrome. This evidence concerns the gene UCP2 and Abdominal obesity.