PLOD1 and obesity due to melanocortin 4 receptor deficiency: 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).