This study demonstrated that the hyperglycaemia‐mediated interaction between Sirt7 and HIC1 exerts a role in the metabolic memory in DKD by inactivating SDC1 transcription and mediating EndMT despite glucose normalization in HGECs. Here, SDC1 is linked to diabetic kidney disease.