PRR via binding with the cysteine-enrich region in C-terminal of DPP4 to regulate the activity of JNK, SIRT3 and FGFR1 to promote pyroptotic cell death of TECs, and then aggravated the progression of DKD. The gene discussed is FGFR1; the disease is diabetic kidney disease.