The observed patterns of basal and stimulated LH in ICPP girls across weight groups are likely mediated by interconnected mechanisms, including, but not limited to, insulin resistance-driven hyperandrogenism/hyperestrogenism, estrogenic negative feedback on the pituitary, leptin resistance, and potentially altered LH clearance (24). Here, PLOD1 is linked to Insulin resistance.