Similarly, Kim et al. [15] in a study of 163 patients without a history of cardiovascular disease undergoing non-cardiac surgery reported that preoperative BNP levels were significantly higher in patients who experienced postoperative cardiac events than in those who did not. This evidence concerns the gene NPPB and cardiovascular disorder.