By specifically inhibiting the TLR4/NF-κB p65 signaling axis, PF effectively suppresses this inflammatory cascade, thereby blocking macrophage migration into renal tissue and attenuating the progression of DKD (Shao et al., 2019). The gene discussed is NFKB1; the disease is diabetic kidney disease.