The results of this study demonstrated that current smoker, hypertension, heart failure, previous myocardial infarction, cerebrovascular disease, CysC, and NT-proBNP are preoperative independent risk factors for AKI after heart valve replacement in patients with normal renal function. This evidence concerns the gene NPPB and cerebrovascular disorder.