In conclusion, REE/FFM is not affected by obesity or gender, while the effect of age on absolute REE is gender-dependent and leptin may influence the REE/FFM in 8–10 year-olds. This evidence concerns the gene LEP and obesity due to melanocortin 4 receptor deficiency.