In a population-based sample of 6,514 Danes we found no consistent associations between five common variants which tag the ADRB2 locus and prevalence of obesity or hypertension neither when analysed as individual haplotypes nor as haplotype pairs. Here, ADRB2 is linked to obesity due to melanocortin 4 receptor deficiency.