Zheng Zhe, Li Yan, Zhang Shiju, Hu Shengshou
Department of Cardiovascular Surgery, Cardiovascular Institute and Fuwai Hospital, Chinese Academy of Medical Sciences, 167 Beilishi Road, Beijing 100037, China.
Eur J Cardiothorac Surg. 2009 Jan;35(1):54-8. doi: 10.1016/j.ejcts.2008.08.001. Epub 2008 Sep 7.
The European System for Cardiac Operative Risk Evaluation (EuroSCORE) model is a widely used risk prediction algorithm for cardiac surgery in China due to lack of a local model, although its validation has never been tested. The aim of this study was to assess the performance of the logistic EuroSCORE when applied in the Chinese Coronary Artery Bypass Grafting Registry database, which is representative of adult cardiac surgery in China.
The logistic EuroSCORE model was applied to all patients undergoing coronary artery bypass grafting (CABG) surgery at 35 centres in China between January 2004 and December 2005. The entire cohort and a subgroup of patients undergoing isolated CABG were analysed. The calibration of the EuroSCORE model was assessed by comparing observed and predicted in-hospital mortalities. Discrimination was tested by determining the area under the receiver operating characteristic (ROC) curve.
The Chinese CABG Registry Study recruited 9248 patients. There were significant differences in the prevalence of risk factors between the Chinese population and European cardiac surgical populations. For the entire cohort, the predicted mortality was 5.51% and observed mortality was 3.27%. Of the isolated CABG subset of 8120 patients, the predicted mortality was 4.21% and the observed mortality was 2.22%. The logistic EuroSCORE overpredicted observed mortality for the entire cohort and the isolated CABG subset at all risk tertiles to different degrees. The discriminative power of EuroSCORE was acceptable but not very satisfactory, with an area under the ROC curve of 0.72 for the entire cohort and 0.71 for the isolated CABG subset.
EuroSCORE model does not accurately predict outcomes in this group of Chinese CABG patients. Therefore, caution should be exercised when using it for risk prediction in China. Creation of a new model, which accurately predicts outcomes in Chinese CABG patients, is warranted.
由于缺乏本土化模型,欧洲心脏手术风险评估系统(EuroSCORE)模型在中国是一种广泛应用于心脏手术的风险预测算法,尽管其有效性从未得到验证。本研究的目的是评估逻辑EuroSCORE模型应用于中国冠状动脉旁路移植术(CABG)注册数据库时的性能,该数据库代表了中国成人心脏手术情况。
将逻辑EuroSCORE模型应用于2004年1月至2005年12月期间在中国35个中心接受冠状动脉旁路移植术(CABG)的所有患者。对整个队列以及接受单纯CABG的患者亚组进行分析。通过比较观察到的和预测的院内死亡率来评估EuroSCORE模型的校准情况。通过确定受试者工作特征(ROC)曲线下面积来测试辨别力。
中国CABG注册研究纳入了9248例患者。中国人群与欧洲心脏手术人群的风险因素患病率存在显著差异。对于整个队列,预测死亡率为5.51%,观察到的死亡率为3.27%。在8120例单纯CABG亚组患者中,预测死亡率为4.21%,观察到的死亡率为2.22%。逻辑EuroSCORE在所有风险三分位数上对整个队列和单纯CABG亚组的观察到的死亡率都有不同程度的高估。EuroSCORE的辨别力可以接受但不太令人满意,整个队列的ROC曲线下面积为0.72,单纯CABG亚组为0.71。
EuroSCORE模型不能准确预测这组中国CABG患者的预后。因此,在中国将其用于风险预测时应谨慎。有必要创建一个能准确预测中国CABG患者预后的新模型。