Age, sex, weight and BMI, preoperative albumin and malnutrition (albumin < 3.5 g/dL), ASA class, functional status, diabetes status, smoking status, history of CHF, and hypertensive medication usage all varied significantly by preoperative weight loss (P < 0.05 all). This evidence concerns the gene ALB and malnutrition.