Our previous cross-sectional study confirmed similar study-wide significant association with the baseline BMI and obesity for the polygene score consisting of all the 12 adult BMI loci (GPSall) and the GPSleptin of 6 leptin-related loci [19]. This evidence concerns the gene LEP and obesity due to melanocortin 4 receptor deficiency.