To further explore the potential relationship between PYY and body composition, PYY concentrations were compared among subjects stratified into tertiles according to obesity-related phenotypes (waist circumference, hip circumference, BMI, %BF, %TF, %AF and %GF). This evidence concerns the gene PYY and obesity due to melanocortin 4 receptor deficiency.