Further correlation analysis showed that BMI was negatively correlated with LH base value, LH peak value, and FSH base value, suggesting that obesity was related to breast development and bone growth in CPP children, and BMI was related to LH base value, LH peak value, and FSH base value to some extent. Here, PLOD1 is linked to obesity disorder.