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非创伤性儿科院外心脏骤停患者心肺复苏终止的临床决策规则的推导。

Derivation of a clinical decision rule for termination of resuscitation in non-traumatic pediatric out-of-hospital cardiac arrest.

机构信息

Department of Emergency Medicine, University of California, Davis School of Medicine, 4150 V Street #2100, Sacramento, CA 95817, USA.

Department of Public Health Sciences, University of California, Davis, Medical Sciences 1-C, One Shield's Ave. Davis, CA 95616, USA.

出版信息

Resuscitation. 2024 Nov;204:110400. doi: 10.1016/j.resuscitation.2024.110400. Epub 2024 Sep 18.

Abstract

AIM

Prehospital termination of resuscitation (ToR) rules are used to predict medical futility in adult out-of-hospital cardiac arrest (OHCA), however, the available evidence for pediatric patients is limited. The primary aim of this study is to derive a Pediatric Termination of Resuscitation (PToR) prediction rule for use in pediatric non-traumatic OHCA patients.

METHODS

We analyzed a retrospective cohort of pediatric OHCA patients within the CARES database over a 10-year period (2013-2022). We split the dataset into training and test datasets and fit logistic regressions with Least Absolute Shrinkage and Selection Operator (LASSO) to select predictor variables and estimate predictive test characteristics for the primary outcome of death and a secondary composite outcome of death or survival to hospital discharge with unfavorable neurologic status.

RESULTS

We analyzed a sample of 21,240 children where 2,326 (11.0%) survived to hospital discharge, and 1,894 (8.9%) survived to hospital discharge with favorable neurologic status. We derived a PToR rule for death demonstrating a specificity of 99.1% and a positive predictive value (PPV) of 99.8% and a PToR rule for death or survival with poor neurologic status with a specificity of 99.7% and PPV of 99.9% within the test dataset.

CONCLUSION

We derived a clinical prediction rule with high specificity and positive predictive value in prehospital settings utilizing Advanced Life Support (ALS) providers which may inform termination of resuscitation considerations in pediatric patients. Further prospective and validation studies will be necessary to define the appropriateness and applicability of these PToR criteria for routine use.

摘要

目的

院前复苏终止(ToR)规则用于预测成人院外心脏骤停(OHCA)中的医疗无效性,然而,儿科患者的可用证据有限。本研究的主要目的是为儿科非创伤性 OHCA 患者制定儿科复苏终止(PToR)预测规则。

方法

我们分析了 CARES 数据库中 10 年来(2013-2022 年)的儿科 OHCA 患者回顾性队列。我们将数据集分为训练数据集和测试数据集,并使用最小绝对值收缩和选择算子(LASSO)进行逻辑回归,以选择预测变量并估计主要结局(死亡)和次要复合结局(死亡或生存至出院且神经功能不良)的预测测试特征。

结果

我们分析了 21240 名儿童的样本,其中 2326 名(11.0%)存活至出院,1894 名(8.9%)存活至出院且神经功能良好。我们得出了一个 PToR 规则,用于预测死亡,特异性为 99.1%,阳性预测值(PPV)为 99.8%,以及一个用于死亡或生存且神经功能不良的 PToR 规则,特异性为 99.7%,PPV 为 99.9%,在测试数据集中。

结论

我们利用高级生命支持(ALS)提供者在院前环境中得出了一种具有高特异性和阳性预测值的临床预测规则,这可能为儿科患者的复苏终止考虑提供信息。需要进一步的前瞻性和验证性研究来确定这些 PToR 标准在常规使用中的适当性和适用性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c78d/11908408/4d0f219b2f67/nihms-2062974-f0002.jpg

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