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基于回顾性研究的老年急性心力衰竭患者院内死亡率预测模型

Prediction model of in-hospital mortality in elderly patients with acute heart failure based on retrospective study.

作者信息

Jia Qian, Wang Yu-Rong, He Ping, Huang Xue-Liang, Yan Wei, Mu Yang, He Kun-Lun, Tian Ya-Ping

机构信息

Core Laboratory of Translational Medicine, Chinese PLA General Hospital, Beijing, China.

Department of Cardiology, School of Medicine, Nankai University, Tianjin, China.

出版信息

J Geriatr Cardiol. 2017 Nov;14(11):669-678. doi: 10.11909/j.issn.1671-5411.2017.11.002.

Abstract

OBJECTIVES

The aim of this study was to develop a clinical risk model that is predictive of in-hospital mortality in elderly patients hospitalized with acute heart failure (AHF).

METHODS

2486 patients who were 60 years and older from intensive care units of Cardiology Department in the hospital were analyzed. Independent risk factors for in-hospital mortality were obtained by binary logistic regression and then used to establish the risk prediction score system (RPSS). The area under the curve (AUC) of receiver operator characteristic and C-statistic test were adopted to assess the performance of RPSS and to compare with previous get with the guidelines-heart failure (GWTG-HF).

RESULTS

By binary logistic regression analysis, heart rate (OR: 1.043, 95% CI: 1.030-1.057, < 0.001), left ventricular ejection fraction (OR: 0.918, 95% CI: 0.833-0.966, < 0.001), pH value (OR: 0.001, 95% CI: 0.000-0.002, < 0.001), renal dysfunction (OR: 0.120, 95% CI: 0.066-0.220, < 0.001) and NT-pro BNP (OR: 3.463, 95% CI: 1.870-6.413, < 0.001) were independent risk factors of in-hospital mortality for elderly AHF patients. Additionally, RPSS, which was composed of all the above-mentioned parameters, provided a better risk prediction than GWTG-THF (AUC: 0.873 . 0.818, = 0.016).

CONCLUSIONS

Our risk prediction model, RPSS, provided a good prediction for in-hospital mortality in elderly patients with AHF.

摘要

目的

本研究旨在建立一种临床风险模型,以预测因急性心力衰竭(AHF)住院的老年患者的院内死亡率。

方法

对该医院心内科重症监护病房的2486例60岁及以上患者进行分析。通过二元逻辑回归获得院内死亡的独立危险因素,然后用于建立风险预测评分系统(RPSS)。采用受试者工作特征曲线下面积(AUC)和C统计检验来评估RPSS的性能,并与先前的心力衰竭指南(GWTG-HF)进行比较。

结果

通过二元逻辑回归分析,心率(OR:1.043,95%CI:1.030-1.057,P<0.001)、左心室射血分数(OR:0.918,95%CI:0.833-0.966,P<0.001)、pH值(OR:0.001,95%CI:0.000-0.002,P<0.001)、肾功能不全(OR:0.120,95%CI:0.066-0.220,P<0.001)和NT-pro BNP(OR:3.463,95%CI:1.870-6.413,P<0.001)是老年AHF患者院内死亡的独立危险因素。此外,由上述所有参数组成的RPSS比GWTG-THF提供了更好的风险预测(AUC:0.873对0.818,P=0.016)。

结论

我们的风险预测模型RPSS对老年AHF患者的院内死亡率提供了良好的预测。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ad0b/5756740/e751f2c30f3d/jgc-14-11-669-g001.jpg

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