How does EuroSCORE II perform in UK cardiac surgery; an analysis of 23 740 patients from the Society for Cardiothoracic Surgery in Great Britain and Ireland National Database

被引:77
作者
Grant, Stuart William [1 ]
Hickey, Graeme Lee [2 ]
Dimarakis, Ioannis [1 ]
Trivedi, Uday [3 ]
Bryan, Alan [4 ]
Treasure, Tom [5 ]
Cooper, Graham [6 ]
Pagano, Domenico [7 ,8 ]
Buchan, Iain [2 ]
Bridgewater, Ben [1 ]
机构
[1] Univ Manchester, Univ S Manchester Hosp, Dept Cardiothorac Surg, Manchester M23 9LT, Lancs, England
[2] Univ Manchester, NW Inst BioHlth Informat, Manchester Acad Hlth Sci Ctr, Manchester M23 9LT, Lancs, England
[3] Royal Sussex Cty Hosp, Dept Cardiothorac Surg, Brighton BN2 5BE, E Sussex, England
[4] Univ Hosp Bristol NHS Fdn Trust, Bristol Royal Infirm, Bristol Heart Inst, Dept Cardiac Surg, Bristol, Avon, England
[5] UCL, Dept Math, Clin Operat Res Unit, London, England
[6] No Gen Hosp, Dept Cardiothorac Surg, Sheffield S5 7AU, S Yorkshire, England
[7] Univ Hosp Birmingham Queen Elizabeth, Dept Cardiothorac Surg, Birmingham, W Midlands, England
[8] Univ Hosp Birmingham Queen Elizabeth, Qual & Outcomes Res Unit, Birmingham, W Midlands, England
关键词
EUROPEAN SYSTEM; RISK; MORTALITY; STRATIFICATION; VALIDATION; SCORE; MODEL;
D O I
10.1136/heartjnl-2012-302483
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objective The original EuroSCORE models are poorly calibrated for predicting mortality in contemporary cardiac surgery. EuroSCORE II has been proposed as a new risk model. The objective of this study was to assess the performance of EuroSCORE II in UK cardiac surgery. Design A cross-sectional analysis of prospectively collected multi-centre clinical audit data, from the Society for Cardiothoracic Surgery in Great Britain and Ireland Database. Setting All NHS hospitals, and some UK private hospitals performing adult cardiac surgery. Patients 23 740 procedures at 41 hospitals between July 2010 and March 2011. Main outcome measures The main outcome measure was in-hospital mortality. Model calibration (Hosmere-Lemeshow test, calibration plot) and discrimination (area under receiver operating characteristic curve) were assessed in the overall cohort and clinically defined sub-groups. Results The mean age at procedure was 67.1 years (SD 11.8) and 27.7% were women. The overall mortality was 3.1% with a EuroSCORE II predicted mortality of 3.4%. Calibration was good overall but the model failed the Hosmere-Lemeshow test (p=0.003) mainly due to overprediction in the highest and lowest-risk patients. Calibration was poor for isolated coronary artery bypass graft surgery (Hosmere-Lemeshow, p < 0.001). The model had good discrimination overall (area under receiver operating characteristic curve 0.808, 95% CI 0.793 to 0.824) and in all clinical sub-groups analysed. Conclusions EuroSCORE II performs well overall in the UK and is an acceptable contemporary generic cardiac surgery risk model. However, the model is poorly calibrated for isolated coronary artery bypass graft surgery and in both the highest and lowest risk patients. Regular revalidation of EuroSCORE II will be needed to identify calibration drift or clinical inconsistencies, which commonly emerge in clinical prediction models.
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收藏
页码:1568 / 1572
页数:5
相关论文
共 27 条
[1]   An Australian risk prediction model for determining early mortality following aortic valve replacement [J].
Ariyaratne, Thathya V. ;
Billah, Baki ;
Yap, Cheng-Hon ;
Diem Dinh ;
Smith, Julian A. ;
Shardey, Gilbert C. ;
Reid, Christopher M. .
EUROPEAN JOURNAL OF CARDIO-THORACIC SURGERY, 2011, 39 (06) :815-821
[2]   The logistic EuroSCORE in cardiac surgery: how well does it predict operative risk? [J].
Bhatti, F. ;
Grayson, A. D. ;
Grotte, G. ;
Fabri, B. M. ;
Au, J. ;
Jones, M. ;
Bridgewater, B. .
HEART, 2006, 92 (12) :1817-1820
[3]   Validation of EuroSCORE II in Patients Undergoing Coronary Artery Bypass Surgery [J].
Biancari, Fausto ;
Vasques, Francesco ;
Mikkola, Reija ;
Martin, Marta ;
Lahtinen, Jarmo ;
Heikkinen, Jouni .
ANNALS OF THORACIC SURGERY, 2012, 93 (06) :1930-1935
[4]  
Bridgewater B., 2009, Demonstrating quality: the sixth National Adult Cardiac Surgery database report
[5]   The EuroSCORE risk stratification system in the current era: how accurate is it and what should be done if it is inaccurate? [J].
Choong, Cliff K. ;
Sergeant, Paul ;
Nashef, Samer A. M. ;
Smith, Julian A. ;
Bridgewater, Ben .
EUROPEAN JOURNAL OF CARDIO-THORACIC SURGERY, 2009, 35 (01) :59-61
[6]   COMPARING THE AREAS UNDER 2 OR MORE CORRELATED RECEIVER OPERATING CHARACTERISTIC CURVES - A NONPARAMETRIC APPROACH [J].
DELONG, ER ;
DELONG, DM ;
CLARKEPEARSON, DI .
BIOMETRICS, 1988, 44 (03) :837-845
[7]   Is the Parsonnet's score a good predictive score of mortality in adult cardiac surgery: Assessment by a French multicentre study [J].
Gabrielle, F ;
Roques, F ;
Michel, P ;
Bernard, A ;
deVicentis, C ;
Roques, X ;
Brenot, R ;
Baudet, E ;
David, M .
EUROPEAN JOURNAL OF CARDIO-THORACIC SURGERY, 1997, 11 (03) :406-414
[8]   EuroSCORE: a systematic review of international performance [J].
Gogbashian, A ;
Sedrakyan, A ;
Treasure, T .
EUROPEAN JOURNAL OF CARDIO-THORACIC SURGERY, 2004, 25 (05) :695-700
[9]   Does the choice of risk-adjustment model influence the outcome of surgeon-specific mortality analysis? A retrospective analysis of 14 637 patients under 31 surgeons [J].
Grant, S. W. ;
Grayson, A. D. ;
Jackson, M. ;
Au, J. ;
Fabri, B. M. ;
Grotte, G. ;
Jones, M. ;
Bridgewater, B. .
HEART, 2008, 94 (08) :1044-1049
[10]   THE MEANING AND USE OF THE AREA UNDER A RECEIVER OPERATING CHARACTERISTIC (ROC) CURVE [J].
HANLEY, JA ;
MCNEIL, BJ .
RADIOLOGY, 1982, 143 (01) :29-36