For modeling, variables that were significant in the univariate analysis were included, while only one of the potentially confounding variables (e.g., chronic renal disease and serum creatinine or albumin level; operation type and CPB time or cross-clamp time; preoperative MI history and serum BNP level) considered more critical was included to avoid overlap. This evidence concerns the gene NPPB and myocardial infarction.