In addition to improving insulin resistance, PF protects pancreatic β-cells through anti-inflammatory and antioxidant mechanisms, modulating key pathways such as Nrf2/ARE, NF-κB, and the NLRP3 inflammasome to mitigate oxidative stress and inflammation (Table 1). The gene discussed is NFKB1; the disease is Insulin resistance.