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. Here, ATP6AP2 is linked to diabetic kidney disease.