Epidemiological evidence strongly favors the notion that the risk of cardiovascular disease (CVD) is inversely related to the plasma high-density lipoprotein (HDL) cholesterol concentration.1 Low HDL cholesterol is still predictive of high CVD risk in subjects with low LDL cholesterol,2 as well as during statin treatment.3 These observational data and other studies, which show that HDL particles contain a large number of antioxidative, antiinflammatory, and antiproliferative proteins, underlie the generally held view that HDL particles have atheroprotective properties.1–5 However, evidence is accumulating supporting the concept that high HDL cholesterol levels do not always predict reduced CVD risk. The Incremental Decrease in End Points through Aggressive Lipid Lowering (IDEAL) trial and the European Prospective Investigation into Cancer and Nutrition (EPIC)-Norfolk case-control study revealed that (recurrent) CVD risk is not decreased in subjects with the highest HDL cholesterol and the greatest mean HDL particle size.6 More recently, a high HDL cholesterol, high C-reactive protein (CRP) subgroup of individuals at increased risk for a first cardiovascular event was identified in the community-dwelling Prevention of Renal and Vascular End-Stage Disease (PREVEND) cohort using the “outcome event mapping approach,” a graphical exploratory data analysis tool that has been originally developed by Corsetti et al.7 Applying this analytic method to the Thrombogenic Factors and Recurrent Coronary Events (THROMBO) postinfarction cohort, the presence of a subgroup …