An adjusted EuroSCORE model for high-risk cardiac patients

Marco Ranucci, Serenella Castelvecchio, Lorenzo A. Menicanti, Sabino Scolletta, Bonizella Biagioli, Pierpaolo Giomarelli

Research output: Contribution to journalArticlepeer-review

Abstract

Objective: To verify the accuracy and precision of the logistic European system for cardiac operative risk evaluation (EuroSCORE) in high-risk cardiac surgery patients and to develop and externally validate a new system of recalibration. Methods: The development series included 4279 high-risk patients who had undergone cardiac operations at the IRCCS Policlinico S. Donato. Performance, accuracy, and precision of the logistic EuroSCORE were assessed in this series, using a deciles-based comparison between expected and observed mortality rates, a receiver operating characteristic analysis, and a Hosmer-Lemeshow test for calibration. Differences between predicted and observed mortality rates were mathematically evaluated to develop an adjusted logistic EuroSCORE. This adjusted risk score was subsequently validated with the same approach on an external series of 1459 high-risk patients who had undergone cardiac operations at the Siena hospital. Results: The adjusted logistic EuroSCORE was based on five different correction factors applied to the crude logistic EuroSCORE depending on its value. At the external validation, this model provided a good performance, with observed mortality rates not significantly different from the expected in 8 out of 10 deciles of risk distribution. The adjusted EuroSCORE had the same moderate balanced accuracy of the crude logistic EuroSCORE (area under the curve: 0.695), with a better precision (Hosmer-Lemeshow calibration test: χ2: 3.6, p = 0.891). Conclusions: Recalibration of the logistic EuroSCORE in high-risk patients is needed due to its tendency to overestimate the mortality risk. The application of a variable correction factor results in a better performance, increased precision, with unaltered balanced accuracy.

Original languageEnglish
Pages (from-to)791-797
Number of pages7
JournalEuropean Journal of Cardio-thoracic Surgery
Volume36
Issue number5
DOIs
Publication statusPublished - Nov 2009

Keywords

  • Cardiac surgery
  • EuroSCORE
  • Logistic model
  • Risk-adjustment

ASJC Scopus subject areas

  • Cardiology and Cardiovascular Medicine
  • Pulmonary and Respiratory Medicine
  • Surgery

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