Our diagnostic model genes (IGF1, CETP, PCK1, FOS, and HSPA1A), particularly IGF1, PCK1, FOS, and HSPA1A, are potential diagnostic and therapeutic targets for DKD treatment. Here, CETP is linked to diabetic kidney disease.