In addition, according to the results of Challis study, the A1475G and 1457delA variants are not associated with obesity in Caucasian population in the U.K, and the A1475G SNP was significantly associated with lower WHR, fasting plasma insulin, and fasting triglycerides [28]. This evidence concerns the gene INS and obesity due to melanocortin 4 receptor deficiency.