Logistic or additive EuroSCORE for high-risk patients?

Eur J Cardiothorac Surg. 2003 May;23(5):684-7; discussion 687. doi: 10.1016/s1010-7940(03)00074-5.

Abstract

Objectives: To assess whether the use of the full logistic European System for Cardiac Operative Risk Evaluation (EuroSCORE) is superior to the standard additive EuroSCORE in predicting mortality in high-risk cardiac surgical patients.

Methods: Both the simple additive EuroSCORE and the full logistic EuroSCORE were applied to 14,799 cardiac surgical patients from across Europe, of whom there were 4293 high-risk patients (additive EuroSCORE of 6 or more). The systems were compared for absolute prediction and discrimination (area under the receiver operating characteristic (ROC) curve).

Results: Actual mortality was 4.72%. The logistic model was closer to this than the additive model (4.84% (4.72-4.94) versus 4.21 (4.21-4.26)). Most of this difference was due to high-risk patients where actual mortality was 11.18% and predicted was 7.83% (additive) and 11.23% (logistic). Discrimination was similar in both systems as measured by the area under the ROC curve (additive 0.783, logistic 0.785).

Conclusions: The additive EuroSCORE model remains a simple "gold standard" for risk assessment in European cardiac surgery, usable at the bedside without complex calculations or information technology. The logistic model is a better risk predictor especially in high-risk patients and may be of interest to institutions engaged in the study and development of risk stratification.

MeSH terms

  • Aged
  • Cardiac Surgical Procedures / mortality*
  • Europe / epidemiology
  • Female
  • Heart Diseases / mortality*
  • Heart Diseases / surgery
  • Humans
  • Logistic Models
  • Male
  • Middle Aged
  • ROC Curve
  • Risk Assessment / standards*
  • Risk Factors
  • Survival Analysis