Our results also confirmed that the expression of GnRH mRNA and protein in the hypothalamus of obese mice decreased significantly, accompanied by downregulation of serum LH, FSH, and T. It further suggests that obesity may cause HH in male mice. Here, PLOD1 is linked to obesity due to melanocortin 4 receptor deficiency.