We performed backward stepwise regression analysis to predict LVEF using as independent variables age, BMI, the categorical variable for the existence of CAD or not, logadiponectin-LAD, and log(circulating adiponectin). The gene discussed is ADIPOQ; the disease is coronary artery disorder.