Suppr超能文献

儿科院内心脏骤停初始幸存者死亡率预测工具的推导和内部验证。

Derivation and Internal Validation of a Mortality Prediction Tool for Initial Survivors of Pediatric In-Hospital Cardiac Arrest.

机构信息

Center for Resuscitation Science, Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA.

Research Center for Emergency Medicine, Department of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark.

出版信息

Pediatr Crit Care Med. 2018 Mar;19(3):186-195. doi: 10.1097/PCC.0000000000001416.

Abstract

OBJECTIVES

To develop a clinical prediction score for predicting mortality in children following return of spontaneous circulation after in-hospital cardiac arrest.

DESIGN

Observational study using prospectively collected data.

SETTING

This was an analysis using data from the Get With The Guidelines-Resuscitation registry between January 2000 and December 2015.

PATIENTS

Pediatric patients (< 18 yr old) who achieved return of spontaneous circulation.

INTERVENTIONS

None.

MEASUREMENTS AND MAIN RESULTS

The primary outcome was in-hospital mortality. Patients were divided into a derivation (3/4) and validation (1/4) cohort. A prediction score was developed using a multivariable logistic regression model with backward selection. Patient and event characteristics for the derivation cohort (n = 3,893) and validation cohort (n = 1,297) were similar. Seventeen variables associated with the outcome remained in the final reduced model after backward elimination. Predictors of in-hospital mortality included age, illness category, pre-event characteristics, arrest location, day of the week, nonshockable pulseless rhythm, duration of chest compressions, and interventions in place at time of arrest. The C-statistic for the final score was 0.77 (95% CI, 0.75-0.78) in the derivation cohort and 0.77 (95% CI, 0.74-0.79) in the validation cohort. The expected versus observed mortality plot indicated good calibration in both the derivation and validation cohorts. The score showed a stepwise increase in mortality with an observed mortality of less than 15% for scores 0-9 and greater than 80% for scores greater than or equal to 25. The model also performed well for neurologic outcome and in sensitivity analyses for events within the past 5 years and for patients with or without a pulse at the onset of chest compressions.

CONCLUSIONS

We developed and internally validated a prediction score for initial survivors of pediatric in-hospital cardiac arrest. This prediction score may be useful for prognostication following cardiac arrest, stratifying patients for research, and guiding quality improvement initiatives.

摘要

目的

开发一种临床预测评分,用于预测院内心脏骤停后自主循环恢复儿童的死亡率。

设计

使用前瞻性收集的数据进行观察性研究。

地点

这是对 2000 年 1 月至 2015 年 12 月期间 Get With The Guidelines-Resuscitation 登记处的数据进行的分析。

患者

达到自主循环恢复的儿科患者(<18 岁)。

干预措施

无。

测量和主要结果

主要结局是院内死亡率。患者被分为推导(3/4)和验证(1/4)队列。使用多变量逻辑回归模型进行向后选择开发了预测评分。推导队列(n=3893)和验证队列(n=1297)的患者和事件特征相似。向后淘汰后,最终简化模型中仍有 17 个与结果相关的变量。院内死亡率的预测因素包括年龄、疾病类别、发病前特征、发病地点、周几、非冲击性无脉性节律、胸外按压持续时间以及发病时的干预措施。最终评分的 C 统计量在推导队列中为 0.77(95%CI,0.75-0.78),在验证队列中为 0.77(95%CI,0.74-0.79)。预期与观察到的死亡率图表明,在推导和验证队列中均具有良好的校准。该评分显示死亡率呈阶梯式上升,得分 0-9 时观察到的死亡率低于 15%,得分大于或等于 25 时观察到的死亡率大于 80%。该模型在过去 5 年内的事件和有或无脉搏开始胸外按压的患者的敏感性分析中,以及在神经功能结局方面也表现良好。

结论

我们开发并内部验证了一种用于预测院内心脏骤停后初始存活的儿科患者的预测评分。该预测评分可能有助于预后评估、对患者进行分层以进行研究以及指导质量改进措施。

相似文献

3
Trends in Survival After Pediatric In-Hospital Cardiac Arrest in the United States.美国儿科院内心搏骤停后生存率的变化趋势。
Circulation. 2019 Oct 22;140(17):1398-1408. doi: 10.1161/CIRCULATIONAHA.119.041667. Epub 2019 Sep 23.
7
Multicenter cohort study of in-hospital pediatric cardiac arrest.院内小儿心脏骤停的多中心队列研究。
Pediatr Crit Care Med. 2009 Sep;10(5):544-53. doi: 10.1097/PCC.0b013e3181a7045c.

引用本文的文献

8
Trends in Survival After Pediatric In-Hospital Cardiac Arrest in the United States.美国儿科院内心搏骤停后生存率的变化趋势。
Circulation. 2019 Oct 22;140(17):1398-1408. doi: 10.1161/CIRCULATIONAHA.119.041667. Epub 2019 Sep 23.
9
Role of Big Data in Cardiovascular Research.大数据在心血管研究中的作用。
J Am Heart Assoc. 2019 Jul 16;8(14):e012791. doi: 10.1161/JAHA.119.012791. Epub 2019 Jul 11.

本文引用的文献

10
Trends in survival after in-hospital cardiac arrest.院内心脏骤停后生存率的变化趋势。
N Engl J Med. 2012 Nov 15;367(20):1912-20. doi: 10.1056/NEJMoa1109148.

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验