A recent genome-wide association (GWA) study of U.S. Caucasians suggested that eight single nucleotide polymorphisms (SNPs) in CTNNBL1 are associated with obesity and increased fat mass. This evidence concerns the gene CTNNBL1 and obesity due to melanocortin 4 receptor deficiency.