Whereas, PPAR-γ2 G allele showed lower overweight/obesity phenotype (BMI Z-score) frequency, PPAR-δ C allele was a risk factor for it. This evidence concerns the gene PPARD and obesity due to melanocortin 4 receptor deficiency.