In HG-induced HK-2 cells, NPs targets to elevate GPX4 and decrease lactate dehydrogenase (LDH), MDA and lipid ROS expression to inhibit ferroptosis and antioxidant, which is also an important pathway for the treatment of DKD. Here, GPX4 is linked to diabetic kidney disease.