Compared with the non-CPP group (stimulated peak LH < 5 IU/L), the CPP group (stimulated peak LH ≥ 5 IU/L) had a significantly higher frequency of underweight, normal, and overweight BMIs, and the frequency of obesity was lower. Here, PLOD1 is linked to obesity disorder.