Other variables, including obesity, smoking, biochemical derangements (albumin, calcium, phosphorus, triglycerides, cholesterol), left ventricular ejection fraction, and parathyroid hormone, were not independently predictive after adjustment. This evidence concerns the gene ALB and obesity disorder.