TNFRSF1B and metabolic disease: Similarly, upregulated TNFRSF1B was reportedly strongly associated with hyperandrogenism in PCOS and metabolic disorders, including insulin resistance, hypertension, and hyperlipidemia, highlighting the role of inflammatory cytokines in the pathogenesis of PCOS [21].