These results suggested that PRR promoted the progression of DKD by regulating tubular epithelial cell pyroptosis via interaction with DPP4 to mediate the activity of JNK signaling, SIRT3 signaling and FGFR1 signaling. The gene discussed is SIRT3; the disease is diabetic kidney disease.