In early-pubertal girls with obesity (not prepubertal girls), there was a positive correlation (p < 0.01) between leptin levels with LH, androstenedione and testosterone, and HOMA-IR with LH and testosterone levels. Here, PLOD1 is linked to obesity due to melanocortin 4 receptor deficiency.