Univariate logistic regression model analysis results verified that age, postprandial glucose/C-peptide, insulin resistance index, serum cystatin C, and uric acid were correlated with the risk of disease progression in diabetic nephropathy patients. Here, CST3 is linked to Insulin resistance.