The impact of obesity on reproduction in PCOS is multifaceted, with hyperandrogenism, increased luteinizing hormone (LH), and insulin resistance all playing crucial roles. This evidence concerns the gene PLOD1 and obesity due to melanocortin 4 receptor deficiency.