Although POMC rare variants were not found to be associated with BMI using the collapsing method and the Fisher’s exact test, we cannot exclude the possibility that certain rare POMC exonic variants may influence overweight or obesity. Here, POMC is linked to obesity due to melanocortin 4 receptor deficiency.