Principal component analysis was used to summarize variations among 7 lipid measures included in the Framingham Offspring Study (n = 2,694). An overall measure combining information from the 7 lipids was compared with conventional lipid measures in adjusted survival analyses and was found to be a superior predictor of coronary heart disease risk.