TNF and Insulin resistance: 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].