Final statistical analysis identified 12 predictors for SA-AKI, including BMI, LOS in ICU, baseline SCr, glucose, anemia incidence, CKD, heart failure, coronary disease, chronic liver disease, and the use of human albumin or vasoactive drugs. The gene discussed is ALB; the disease is heart failure.