Variables with statistical differences in the above univariate analysis, including sex, diabetes, chronic heart failure, preoperative hemoglobin, intraoperative blood transfusion, postoperative albumin, postoperative NT-pro BNP, APACHE II score and SOFA score at ICU admission, were placed into multivariate logistic regression analysis. The gene discussed is NPPB; the disease is diabetes mellitus.