To explore whether NCF2 is involved in the progression of LN by regulating the ferroptosis mechanism and the PPARα signaling, HK-2 cells with NCF2 knockdown were intervened with the ferroptosis inducer Erastin and the PPARα antagonist GW6471, respectively. The gene discussed is PPARA; the disease is lobular neoplasia.