Impaired AQP7 expression in adipocytes contributes to dyslipidemia and lipotoxicity, while defective glycerol transport via AQP7 aggravates insulin resistance and ectopic lipid deposition, linking metabolic imbalance to DKD progression (122). This evidence concerns the gene AQP7 and Insulin resistance.