Development and Validation of a Prediction Score for Low-Cardiac-Output Syndrome After Adult Cardiac Surgery

被引:2
|
作者
Mendes, Manuel Azevedo [1 ]
Fabre, Marie [1 ]
Amabili, Philippe [1 ]
Jaquet, Oceane [1 ]
Donneau, Anne-Francoise [2 ]
Bonhomme, Vincent [1 ,3 ]
Hans, Gregory A. [1 ]
机构
[1] Liege Univ Hosp, Dept Anesthesia & Intens Care Med, Ave Hop 1, Bat B35, B-4000 Liege, Belgium
[2] Univ Liege, Dept Biostat & Publ Hlth, Liege, Belgium
[3] Univ Liege, GIGA Consciousness Themat Unit, Anesthesia & Perioperat Neurosci Lab, GIGA Res, Liege, Belgium
关键词
low-cardiac-output syndrome; adult cardiac surgery; prediction score; inotropes;
D O I
10.1053/j.jvca.2023.06.025
中图分类号
R614 [麻醉学];
学科分类号
100217 ;
摘要
Objectives: The authors aimed to develop a simple prediction score to help identify patients at high risk of low-cardiac-output syndrome after adult cardiac surgery.Design: A single-center, retrospective, observational study.Setting: At a tertiary hospital.Participants: Adult patients who underwent on-pump cardiac surgery between April 2016 and March 2021.Intervention: None.Measurements and Main Results: Among the 2,806 patients retained for final analyses, 355 (12.7%) developed low-cardiac-output syndrome. Using a stepwise backward variable selection procedure applied to a multivariate logistic regression, a prediction model, including 8 risk factors, could be identified-preoperative left ventricular ejection fraction, glomerular filtration rate <60 mL/min according to the Cockcroft formula or preoperative dialysis, combined surgery, nonelective surgery, mitral valve surgery for mitral valve regurgitation, history of extracardiac arteriopathy, preoperative hemoglobin <13 g/dL, and New York Heart Association functional class III or IV. A clinical prediction score was derived from the regression coefficients. The model had a good discriminative ability, with an area under the receiver operating characteristics curve of 0.8 (95% CI: 077-0.84). Using a threshold value of 5, the score had a 68% sensitivity, 79% specificity, a positive-predictive value of 33%, and a negative-predictive value of 94%. These results were validated on a validation sample using the bootstrap resampling technique.Conclusions: The authors developed a clinical score to facilitate the prediction of low-cardiac-output syndrome after adult cardiac surgery. This could help tailor patient management by contributing to the early identification of those at high risk of postoperative low cardiac output.(c) 2023 Elsevier Inc. All rights reserved.
引用
收藏
页码:1967 / 1973
页数:7
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