In the activated or non-activated HPGA groups, the difference of the LH, FSH, and E2 levels between girls with normal BMI and with overweight/obesity was all not statistically significant (P > 0.05). Here, PLOD1 is linked to obesity due to melanocortin 4 receptor deficiency.