Taken together, the three syntheses present a coherent picture: TNF-α is frequently elevated in PCOS, particularly in settings characterized by greater insulin resistance, androgen excess, or coexisting obesity, but the effect magnitude varies by study population, phenotype mix, and laboratory methodology [5-7]. This evidence concerns the gene TNF and obesity due to melanocortin 4 receptor deficiency.