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预测体外膜肺氧合治疗难治性心源性休克后的生存率:验证SAVE评分

Predicting Survival After VA-ECMO for Refractory Cardiogenic Shock: Validating the SAVE Score.

作者信息

Amin Faizan, Lombardi Julia, Alhussein Mosaad, Posada Juan Duero, Suszko Adrian, Koo Margaret, Fan Eddy, Ross Heather, Rao Vivek, Alba Ana Carolina, Billia Filio

机构信息

Peter Munk Cardiac Centre, Toronto, Ontario, Canada.

Ted Roger's Center for Heart Research, Toronto, Ontario, Canada.

出版信息

CJC Open. 2020 Sep 16;3(1):71-81. doi: 10.1016/j.cjco.2020.09.011. eCollection 2021 Jan.

Abstract

BACKGROUND

Veno-arterial extracorporeal membrane oxygenation (VA-ECMO) is used increasingly to support patients who are in cardiogenic shock. Due to the risk of complications, prediction models may aid in identifying patients who would benefit most from VA-ECMO. One such model is the Survival After Veno-Arterial Extracorporeal Membrane Oxygenation (SAVE) score. Therefore, we wanted to validate the utility of the SAVE score in a contemporary cohort of adult patients.

METHODS

Retrospective data were extracted from electronic health records of 120 patients with cardiogenic shock supported with VA-ECMO between 2011 and 2018. The SAVE score was calculated for each patient to predict survival to hospital discharge. We assessed the SAVE score calibration by comparing predicted vs observed survival at discharge. We assessed discrimination with the area under the receiver operating curve using logistic regression.

RESULTS

A total of 45% of patients survived to hospital discharge. Survivors had a significantly higher mean SAVE score (-9.3 ± 4.1 in survivors vs -13.1 ± 4.4, respectively;  = 0.001). SAVE score discrimination was adequate (c = 0.77; 95% confidence interval 0.69-0.86; < 0.001). SAVE score calibration was limited, as observed survival rates for risk classes II-V were higher in our cohort (II: 67% vs 58%; III: 78% vs 42%; IV: 61% vs 30%; and V: 29% vs 18%).

CONCLUSIONS

The SAVE score underestimates survival in a contemporary North American cohort of adult patients with cardiogenic shock. Its inaccurate performance could lead to denying ECMO support to patients deemed to be too high risk. Further studies are needed to validate additional predictive models for patients requiring VA-ECMO.

摘要

背景

静脉-动脉体外膜肺氧合(VA-ECMO)越来越多地用于支持心源性休克患者。由于存在并发症风险,预测模型可能有助于识别最能从VA-ECMO中获益的患者。生存后静脉-动脉体外膜肺氧合(SAVE)评分就是这样一种模型。因此,我们想在当代成年患者队列中验证SAVE评分的效用。

方法

回顾性数据取自2011年至2018年间接受VA-ECMO支持的120例心源性休克患者的电子健康记录。为每位患者计算SAVE评分以预测出院生存率。我们通过比较出院时预测生存率与观察到的生存率来评估SAVE评分的校准情况。我们使用逻辑回归通过受试者工作特征曲线下面积评估辨别力。

结果

共有45%的患者存活至出院。存活者的平均SAVE评分显著更高(存活者为-9.3±4.1,而非存活者为-13.1±4.4;P = 0.001)。SAVE评分辨别力足够(c = 0.77;95%置信区间0.69 - 0.86;P < 0.001)。SAVE评分校准有限,因为在我们的队列中,II - V风险等级的观察生存率更高(II:67%对58%;III:78%对42%;IV:61%对30%;V:29%对18%)。

结论

在当代北美成年心源性休克患者队列中,SAVE评分低估了生存率。其不准确的表现可能导致拒绝为被认为风险过高的患者提供ECMO支持。需要进一步研究来验证针对需要VA-ECMO的患者的其他预测模型。

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