Investigations of the association of CD24 with obesity and weight gain in humans should consider the distribution of the single nucleotide polymorphisms (SNPs) of PPARγ, including gender-dependent associations in this regard. This evidence concerns the gene CD24 and obesity due to melanocortin 4 receptor deficiency.