The findings demonstrated that prepubertal and early pubertal girls with obesity exhibited reduced LH pulse frequency and amplitude, with an absence of the nocturnal increases typically observed in their non-obese counterparts. The gene discussed is PLOD1; the disease is obesity due to melanocortin 4 receptor deficiency.