These findings highlight the importance of the TRIM18/PTP1B/STAT3 signaling pathway in HG-induced renal injury and provide new insights into possible therapeutic strategies for diabetic renal injury and DKD. This evidence concerns the gene PTPN1 and diabetic kidney disease.