Increased PA in individuals with obesity can cause LOX upregulation via the activation of hypoxia-inducible factor-1α (HIF-1α), resulting in abnormal collagen deposition in the ovary and anovulation, which can be ameliorated by metformin therapy. The gene discussed is HIF1A; the disease is obesity due to melanocortin 4 receptor deficiency.