ROC curve analysis demonstrated that U IGFBP-7/creatinine ratio, U TIMP2/creatinine ratio, and serum transgelin had predictive value for renal insufficiency (eGFR < 60mL/min/1.73 m2). The gene discussed is TAGLN; the disease is Renal insufficiency.