Variability and predictability of large‐volume red blood cell transfusion in cardiac surgery: a multicenter study
- 9 August 2007
- journal article
- research article
- Published by Wiley in Transfusion
- Vol. 47 (11), 2081-2088
- https://doi.org/10.1111/j.1537-2995.2007.01432.x
Abstract
In cardiac surgery, excessive blood loss requiring large-volume red blood cell (RBC) transfusion is a common occurrence that is associated with significant morbidity and mortality. The objectives of this study were to measure the interinstitution variation and predictability of large-volume RBC transfusion.Data were retrospectively collected on 3500 consecutive cardiac surgical patients at seven Canadian hospitals during 2004. The crude and risk-adjusted institutional odds ratios (ORs) for large-volume (>or=5 U) RBC transfusion were calculated with logistic regression. The predictive accuracy of an existing prediction rule for large-volume RBC transfusion was calculated for each institution.Large-volume RBC transfusion occurred in 538 (15%) patients. When compared to the reference hospital (median crude rate), the institutional unadjusted and adjusted ORs for large-volume RBC transfusion ranged from 0.29 to 1.26 and 0.14 to 1.15, respectively (p<0.0001 for interinstitution variation). The variation was lower, but still considerable, for excessive blood loss, defined as at least 5-U RBC transfusion or reexploration; the ORs ranged from 0.42 to 1.22 (p<0.0001). The prediction rule performed well at most sites; its pooled positive predictive value for excessive blood loss was 71 percent (range, 63%-89%), and its negative predictive value was 90 percent (range, 87%-93%).There is marked interinstitution variation in large-volume RBC transfusion in cardiac surgery that is not explained by patient- or surgery-related factors. Despite this variation, patients at high or low risk for large-volume RBC transfusion can be accurately identified by a prediction rule composed of readily available clinical variables.Keywords
This publication has 11 references indexed in Scilit:
- Determinants of complications with recombinant factor VIIa for refractory blood loss in cardiac surgeryCanadian Journal of Anesthesia/Journal canadien d'anesthésie, 2006
- La prédiction d’une transfusion massive en cardiochirurgieCanadian Journal of Anesthesia/Journal canadien d'anesthésie, 2006
- The effects of a treatment protocol for cardiac surgical patients with excessive blood loss on clinical outcomesVox Sanguinis, 2006
- Factors Affecting Perioperative Transfusion Decisions in Patients with Coronary Artery Disease Undergoing Coronary Artery Bypass SurgeryAnesthesiology, 2006
- Transfusion rates vary significantly amongst Canadian medical centresCanadian Journal of Anesthesia/Journal canadien d'anesthésie, 2005
- The independent association of massive blood loss with mortality in cardiac surgeryTransfusion, 2004
- The Use of Fixed-and Random-Effects Models for Classifying Hospitals as Mortality Outliers: A Monte Carlo AssessmentMedical Decision Making, 2003
- The specific hospital significantly affects red cell and component transfusion practice in coronary artery bypass graft surgery: a study of five hospitalsTransfusion, 1998
- The Variability of Transfusion Practice in Coronary Artery Bypass SurgeryJAMA, 1991
- The variability of transfusion practice in coronary artery bypass surgery. Transfusion Medicine Academic Award GroupPublished by American Medical Association (AMA) ,1991