Suppr超能文献

优化 APOP 筛查工具以预测老年急诊科患者的功能下降或死亡:四项前瞻性队列研究的验证

Optimization of the APOP screener to predict functional decline or mortality in older emergency department patients: Cross-validation in four prospective cohorts.

机构信息

Department of Gerontology and Geriatrics, Leiden University Medical Center, The Netherlands.

Department of Emergency Medicine, Leiden University Medical Center, The Netherlands.

出版信息

Exp Gerontol. 2018 Sep;110:253-259. doi: 10.1016/j.exger.2018.06.015. Epub 2018 Jun 20.

Abstract

INTRODUCTION

Many screening instruments to predict adverse health outcomes in older patients visiting the emergency department (ED) have been developed, but successful implementation has been hampered because they are insufficiently validated or not tailored for the intended use of everyday clinical practice. The present study aims to refine and validate an existing screening instrument (the APOP screener) to predict 90-day functional decline or mortality in older ED patients.

METHODS

Consecutive older patients (≥70 years) visiting the EDs of four hospitals were included and prospectively followed. First, an expert panel used predefined criteria to decide which independent predictors (including demographics, illness severity and geriatric parameters) were suitable for refinement of the model predicting functional decline or mortality after 90 days. Second, the model was cross-validated in all four hospitals and predictive performance was assessed. Additionally, a pilot study among triage nurses experiences and clinical usability of the APOP screener was conducted.

RESULTS

In total 2629 older patients were included, with a median age of 79 years (IQR 74-84). After 90 days 805 patients (30.6%) experienced functional decline or mortality. The refined prediction model included age, gender, way of arrival, need of regular help, need help in bathing/showering, hospitalization the prior six months and impaired cognition. Calibration was good and cross-validation was successful with a pooled area under the curve of 0.71 (0.69-0.73). In the top 20% patients predicted to be at highest risk in total 58% (95%CI 54%-62%) experienced functional decline or mortality. Triage nurses found the screener well suited for clinical use, with room for improvement.

CONCLUSION

In conclusion, optimization of the APOP screener resulted in a short and more simplified screener, which adequately identifies older ED patients at highest risk for functional decline or mortality. The findings of the pilot study were promising for clinical use.

摘要

简介

许多用于预测老年患者在急诊就诊时不良健康结局的筛查工具已经开发出来,但由于验证不足或不适合日常临床实践的预期用途,其成功实施受到了阻碍。本研究旨在改进和验证现有的筛查工具(APOP 筛查器),以预测老年 ED 患者 90 天内的功能下降或死亡。

方法

连续纳入 4 家医院急诊科就诊的≥70 岁老年患者,并进行前瞻性随访。首先,专家小组使用预定标准来决定哪些独立预测因素(包括人口统计学、疾病严重程度和老年参数)适合于改进预测 90 天后功能下降或死亡的模型。其次,在所有 4 家医院进行模型交叉验证,并评估预测性能。此外,还对分诊护士进行了 APOP 筛查器经验和临床可用性的试点研究。

结果

共纳入 2629 例老年患者,中位年龄为 79 岁(IQR 74-84)。90 天后,805 例(30.6%)患者出现功能下降或死亡。改进后的预测模型包括年龄、性别、就诊方式、是否需要常规帮助、洗澡/淋浴是否需要帮助、前 6 个月的住院情况和认知障碍。校准良好,交叉验证成功,总曲线下面积为 0.71(0.69-0.73)。在预测为最高风险的前 20%患者中,58%(95%CI 54%-62%)发生功能下降或死亡。分诊护士认为该筛查器非常适合临床使用,有改进的空间。

结论

APOP 筛查器的优化产生了一个更短、更简化的筛查器,可以充分识别出 ED 中功能下降或死亡风险最高的老年患者。试点研究的结果为临床应用提供了希望。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验