Alleles of both Glu27 in ADBR2 and Arg64 in ADRB3 are associated with obesity and/or non-insulin-dependent diabetes mellitus (NIDDM) in humans. This evidence concerns the gene ADRB3 and obesity due to melanocortin 4 receptor deficiency.