In some populations, the effect of FTO polymorphisms on BMI may also be masked by dietary habits and physical activity, which may modulate the effect of FTO polymorphisms on obesity, due to the fact that increased physical activity reduced the effect of the A allele of rs9939609 on BMI [44]. Here, FTO is linked to obesity due to melanocortin 4 receptor deficiency.