The studies by Mangano et al2 ,6 are important because they have generated new information not otherwise available about aprotinin use. However, it is not clear that the reasons patients received any specific agent (or no agent) are determinable. In the registry used by Mangano et al,2 ,6 the use of antifibrinolytics varied widely across surgeons, sites, and countries during the enrollment period, and was influenced by cost, case complexity, physician judgment, and other factors including differing patient selection and indication criteria. For example, the majority (57.5%) of control patients were from European centers, whereas nearly half (48.8%) of antifibrinolytic patients were from North American centers, which captured only 23.9% of control patients. Aprotinin use in cardiac surgery has never been uniformly standardized, but generally has been reserved for patients in whom the surgical team anticipated a higher risk for intraoperative blood loss. This anticipation was driven by the surgical team's perception of increased technical complexity, increased risk of adverse outcome, or both for the patient in question. Conversely, no antifibrinolytic drug or lysine analogs were routinely used in the remaining patients, specifically lower-risk coronary artery bypass graft patients. In this study, 33.3% of the antifibrinolytic patients underwent complex surgery (vs 25.0% of control patients), with a substantial predominance of these patients in the aprotinin group compared with the lysine analog groups. Importantly, these biases, at the level of the surgical team, were not captured in the extensive patient-level data collection process, nor in the analysis.