Risk stratification for in-hospital mortality after cardiac surgery: external validation of EuroSCORE II in a prospective regional registry

被引:31
|
作者
Paparella, Domenico [1 ]
Guida, Pietro [2 ]
Di Eusanio, Giuseppe [3 ]
Caparrotti, Sergio [4 ]
Gregorini, Renato [3 ]
Cassese, Mauro [5 ]
Fanelli, Vitantonio [6 ]
Speziale, Giuseppe [7 ]
Mazzei, Valerio [4 ]
Zaccaria, Salvatore [8 ]
Schinosa, Luigi De Luca Tupputi [1 ]
Fiore, Tommaso [9 ]
机构
[1] Univ Bari Aldo Moro, Dept Emergency & Organ Transplant, Div Cardiac Surg, I-70100 Bari, Italy
[2] Puglia Hlth Reg Agcy, Bari, Italy
[3] Citta Lecce Hosp, Dept Cardiac Surg, Lecce, Italy
[4] Villa Bianca Hosp, Dept Cardiac Surg, Bari, Italy
[5] Hosp Santa Maria, Dept Cardiac Surg, Bari, Italy
[6] Villa Verde Hosp, Dept Cardiac Surg, Taranto, Italy
[7] Anthea Hosp, Dept Cardiac Surg, Bari, Italy
[8] Vito Fazzi Hosp, Dept Cardiac Surg, Lecce, Italy
[9] Univ Bari Aldo Moro, Dept Emergency & Organ Transplant, Div Anesthesia, I-70100 Bari, Italy
关键词
Cardiac surgery; EuroSCORE II; Risk analysis/modelling; EUROPEAN SYSTEM; PERFORMANCE; MODELS; SOCIETY; MULTICENTER; PREDICTION;
D O I
10.1093/ejcts/ezt657
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
To evaluate performance of the European System for Cardiac Operation Risk Evaluation (EuroSCORE II), to assess the influence of model updating and to derive a hierarchical tree for modelling the relationship between EuroSCORE II risk factors and hospital mortality after cardiac surgery in a large prospective contemporary cohort of consecutive adult patients. Data on consecutive patients, who underwent on-pump cardiac surgery or off-pump coronary artery bypass graft intervention, were retrieved from Puglia Adult Cardiac Surgery Registry. Discrimination, calibration, re-estimation of EuroSCORE II coefficients and hierarchical tree analysis of risk factors were assessed. Out 6293 procedures, 6191 (98.4%) had complete data for EuroSCORE II assessment with a hospital mortality rate of 4.85% and EuroSCORE II of 4.40 +/- 7.04%. The area under the receiver operator characteristic curve (0.830) showed good discriminative ability of EuroSCORE II in distinguishing patients who died and those who survived. Calibration of EuroSCORE II was preserved with lower predicted than observed risk in the highest EuroSCORE II deciles. At logistic regression analysis, the complete revision of the model had most of re-estimated regression coefficients not statistically different from those in the original EuroSCORE II model. When missing values were replaced with the mean EuroSCORE II value according to urgency and weight of intervention, the risk score confirmed discrimination and calibration obtained over the entire sample. A recursive tree-building algorithm of EuroSCORE II variables identified three large groups (55.1, 17.1 and 18.1% of procedures) with low-to-moderate risk (observed mortality of 1.5, 3.2 and 6.4%) and two groups (3.8 and 5.9% of procedures) at high risk (mortality of 14.6 and 32.2%). Patients with low-to-moderate risk had good agreement between observed events and predicted frequencies by EuroSCORE II, whereas those at greater risk showed an underestimation of expected mortality. This study demonstrates that EuroSCORE II is a good predictor of hospital mortality after cardiac surgery in an external validation cohort of contemporary patients from a multicentre prospective regional registry. The EuroSCORE II predicts hospital mortality with a slight underestimation in high-risk patients that should be further and better evaluated. The EuroSCORE II variables as a risk tree provides clinicians and surgeons a practical bedside tool for mortality risk stratification of patients at low, intermediate and high risk for hospital mortality after cardiac surgery.
引用
收藏
页码:840 / 848
页数:9
相关论文
共 50 条
  • [1] The external validation of the EuroSCORE II risk stratification model
    Nezic, Dusko
    Borzanovic, Milorad
    Spasic, Tatjana
    [J]. EUROPEAN JOURNAL OF CARDIO-THORACIC SURGERY, 2014, 45 (03) : 587 - 587
  • [2] EuroSCORE II was launched as a risk score model for prediction of in-hospital mortality in cardiac surgery Reply
    Paparella, Domenico
    Santarpino, Giuseppe
    Moscarelli, Marco
    Guida, Pietro
    [J]. EUROPEAN JOURNAL OF CARDIO-THORACIC SURGERY, 2020, 57 (05) : 1014 - 1015
  • [3] External validation of the EuroSCORE II risk stratification model in the USA
    Hernandez-Vaquero, Daniel
    Diaz, Rocio
    Meana, Blanca
    Moris, Cesar
    [J]. EUROPEAN JOURNAL OF CARDIO-THORACIC SURGERY, 2015, 48 (01) : 177 - 177
  • [4] The external validation of the EuroSCORE II risk stratification model Reply
    Poullis, Michael
    [J]. EUROPEAN JOURNAL OF CARDIO-THORACIC SURGERY, 2014, 45 (03) : 588 - 588
  • [5] Prospective validation of the EuroSCORE II risk model in a single Dutch cardiac surgery centre
    E. K. Hogervorst
    P. M. J. Rosseel
    L. M. G. van de Watering
    A. Brand
    M. Bentala
    B. J. M van der Meer
    J. G. van der Bom
    [J]. Netherlands Heart Journal, 2018, 26 : 540 - 551
  • [6] Validation of a modified EuroSCORE risk stratification model for cardiac surgery: the Swedish experience
    Nozohoor, Shahab
    Sjogren, Johan
    Ivert, Torbjorn
    Hoglund, Peter
    Nilsson, Johan
    [J]. EUROPEAN JOURNAL OF CARDIO-THORACIC SURGERY, 2011, 40 (01) : 185 - 191
  • [7] eComment. EuroSCORE II and prediction of in-hospital mortality of thoracic aortic surgery
    Poullis, Michael
    [J]. INTERACTIVE CARDIOVASCULAR AND THORACIC SURGERY, 2014, 18 (04) : 450 - 450
  • [8] eComment. EuroSCORE II - corrected in-hospital mortality rate in a modern cohort of patients undergoing cardiac surgery
    Nezic, Dusko G.
    [J]. INTERACTIVE CARDIOVASCULAR AND THORACIC SURGERY, 2014, 19 (05) : 733 - 733
  • [9] EuroSCORE II underestimates mortality after cardiac surgery for infective endocarditis
    Patrat-Delon, Solene
    Rouxel, Adrien
    Gacouin, Arnaud
    Revest, Matthieu
    Flecher, Erwan
    Fouquet, Olivier
    Le Tulzo, Yves
    Lerolle, Nicolas
    Tattevin, Pierre
    Tadie, Jean-Marc
    [J]. EUROPEAN JOURNAL OF CARDIO-THORACIC SURGERY, 2016, 49 (03) : 944 - 951
  • [10] Prospective validation of EuroSCORE II in patients undergoing cardiac surgery in Argentinean centres
    Borracci, Raul A.
    Rubio, Miguel
    Celano, Leonardo
    Ingino, Carlos A.
    Allende, Norberto G.
    Ahuad Guerrero, Rodolfo A.
    [J]. INTERACTIVE CARDIOVASCULAR AND THORACIC SURGERY, 2014, 18 (05) : 539 - 543