CAC has a clear association with the risk of heart failure, independent of overt CHD. Because heart failure is highly prevalent in the elderly, it might be worthwhile to include heart failure as an outcome in future risk assessment programs incorporating CAC. (J Am Coll Cardiol Img 2012;5:874-80) © 2012 by the American College of Cardiology Foundation