Regarding sex steroid levels (Fig. 4), during puberty, we found testosterone to be reduced by up to 62% in boys with obesity compared to normal-weight boys, along with decreased LH levels (Additional file 1, VI, Figure S8). This evidence concerns the gene PLOD1 and Obesity.