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新西兰人群中冠状动脉旁路移植术的AusSCORE II和STS评分表现

Performance of the AusSCORE II and STS Score for Coronary Artery Bypass Grafting in a New Zealand Population.

作者信息

Singh Navneet, Gimpel Damian, Manikavasagar Venughanan, Watson Nicholas, Roberts Jacque, Conaglen Paul, Meikle Felicity, Lin Zaw, Kejriwal Nand, Odom Nicholas, McCormack David J, El-Gamel Adam

机构信息

Waikato Cardiothoracic Unit, Waikato Hospital, Hamilton, New Zealand.

Sir Charles Gairdner Hospital, Perth, WA, Australia.

出版信息

Heart Lung Circ. 2021 Apr;30(4):600-604. doi: 10.1016/j.hlc.2020.08.021. Epub 2020 Oct 6.

Abstract

BACKGROUND

The updated Australian System for Cardiac Operative Risk Evaluation (AusSCORE II) and the Society of Thoracic Surgeons (STS) Score are well-established tools in cardiac surgery for estimating operative mortality risk. No validation analysis of both risk models has been undertaken for a contemporary New Zealand population undergoing isolated coronary bypass surgery. We therefore aimed to assess the efficacy of these models in predicting mortality for New Zealand patients receiving isolated coronary artery bypass grafting (CABG).

MATERIAL AND METHODS

A prospective database was maintained of patients undergoing isolated CABG at a major tertiary referral centre in New Zealand between September 2014 and September 2017. This database collected the patients' demographic, clinical, biochemical, operative and mortality data. The primary outcome measure was the correlation between the predicted AusSCORE II and STS Score mortality risks and the observed 30-day mortality events for all patients in the database using discrimination and calibration statistics. Discrimination and calibration were assessed using receiver operating characteristic (ROC) curves and the Hosmer-Lemeshow test respectively.

RESULTS

A total of 933 patients underwent isolated CABG during the 3-year study period. There were seven deaths in the study cohort occurring within 30 days of surgery. Discrimination analysis demonstrated the area under the ROC curve (AUC) of the AusSCORE II and STS Score as 88.2% (95% CI: 85.9-90.2, p<0.0001) and 92.1% (95% CI: 90.2-93.7, p<0.0001) respectively. Calibration analysis revealed Hosmer-Lemeshow test p-values for the AusSCORE II and STS Score as 0.696 and 0.294 respectively.

DISCUSSION

ROC curve analysis produced very high and statistically significant AUC values for the AusSCORE II and STS Score. Hosmer-Lemeshow test analysis revealed that both risk scoring tools are well calibrated for our study cohort. Therefore, the AusSCORE II and STS Score are both strongly predictive of 30-day mortality for isolated coronary artery bypass grafting surgery in our New Zealand patient population. Both risk models have performed with excellent discrimination and calibration. There is, however, a need to consider the performance of these risk stratification models in other cardiac surgical procedures outside isolated coronary bypass surgery where appropriate.

摘要

背景

更新后的澳大利亚心脏手术风险评估系统(AusSCORE II)和胸外科医师协会(STS)评分是心脏手术中用于估计手术死亡风险的成熟工具。对于当代接受单纯冠状动脉搭桥手术的新西兰人群,尚未对这两种风险模型进行验证分析。因此,我们旨在评估这些模型在预测接受单纯冠状动脉旁路移植术(CABG)的新西兰患者死亡率方面的有效性。

材料与方法

在2014年9月至2017年9月期间,对新西兰一家主要三级转诊中心接受单纯CABG的患者维护了一个前瞻性数据库。该数据库收集了患者的人口统计学、临床、生化、手术和死亡率数据。主要结局指标是使用鉴别和校准统计方法,分析数据库中所有患者预测的AusSCORE II和STS评分死亡风险与观察到的30天死亡事件之间的相关性。分别使用受试者工作特征(ROC)曲线和Hosmer-Lemeshow检验评估鉴别和校准情况。

结果

在3年研究期间,共有933例患者接受了单纯CABG。研究队列中有7例患者在手术后30天内死亡。鉴别分析显示,AusSCORE II和STS评分的ROC曲线下面积(AUC)分别为88.2%(95%CI:85.9 - 90.2,p<0.0001)和92.1%(95%CI:90.2 - 93.7,p<0.0001)。校准分析显示,AusSCORE II和STS评分的Hosmer-Lemeshow检验p值分别为0.696和0.294。

讨论

ROC曲线分析得出AusSCORE II和STS评分的AUC值非常高且具有统计学意义。Hosmer-Lemeshow检验分析表明,这两种风险评分工具在我们的研究队列中校准良好。因此,AusSCORE II和STS评分都能强烈预测我们新西兰患者人群单纯冠状动脉旁路移植手术的30天死亡率。两种风险模型在鉴别和校准方面都表现出色。然而,在适当情况下,需要考虑这些风险分层模型在单纯冠状动脉搭桥手术以外的其他心脏手术中的表现。

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