We note that both a pathogenic MC4R mutation and the extreme of the GPS distribution predisposed individuals to a BMI 4.1 kg/m2 higher than the remainder of the population. However, despite an identical effect size, we estimate that extreme GPS has a prevalence an order of magnitude higher than pathogenic MC4R mutations – 1.6% versus 0.14% respectively.