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队列研究不同类型重症监护病房患者的 APACHE II 评分与死亡率。

Cohort study of the APACHE II score and mortality for different types of intensive care unit patients.

机构信息

Epidemiology, University of Indonesia, Faculty of Public Health, Depok, Indonesia.

Epidemiology, University of Pelita Harapan, Faculty of Medicine, Tangerang, Indonesia.

出版信息

Postgrad Med J. 2022 Dec 1;98(1166):914-918. doi: 10.1136/postgradmedj-2021-140376.

Abstract

OBJECTIVES

Find the discriminant and calibration of APACHE II (Acute Physiology And Chronic Health Evaluation) score to predict mortality for different type of intensive care unit (ICU) patients.

METHODS

This is a cohort retrospective study using secondary data of ICU patients admitted to Siloam Hospital of Lippo Village from 2014 to 2018 with minimum age ≥17 years. The analysis uses the receiver operating characteristic curve, student t-test and logistic regression to find significant variables needed to predict mortality.

RESULTS

A total of 2181 ICU patients: men (55.52%) and women (44.48%) with an average age of 53.8 years old and length of stay 3.92 days were included in this study. Patients were admitted from medical emergency (30.5%), neurosurgical (52.1%) and surgical (17.4%) departments, with 10% of mortality proportion. Patients admitted from the medical emergency had the highest average APACHE score, 23.14±8.5, compared with patients admitted from neurosurgery 15.3±6.6 and surgical 15.8±6.8. The mortality rate of patients from medical emergency (24.5%) was higher than patients from neurosurgery (3.5%) or surgical (5.3%) departments. Area under curve of APACHE II score showed 0.8536 (95% CI 0.827 to 0.879). The goodness of fit Hosmer-Lemeshow show p=0.000 with all ICU patients' mortality; p=0.641 with medical emergency, p=0.0001 with neurosurgical and p=0.000 with surgical patients.

CONCLUSION

APACHE II has a good discriminant for predicting mortality among ICU patients in Siloam Hospital but poor calibration score. However, it demonstrates poor calibration in neurosurgical and surgical patients while demonstrating adequate calibration in medical emergency patients.

摘要

目的

寻找急性生理学和慢性健康评估(APACHE)Ⅱ评分对不同类型重症监护病房(ICU)患者死亡率的判别和校准。

方法

这是一项使用 Siloam 利保村医院 2014 年至 2018 年 ICU 患者的二次数据进行的回顾性队列研究,最小年龄≥17 岁。分析采用受试者工作特征曲线、学生 t 检验和逻辑回归寻找预测死亡率所需的显著变量。

结果

共有 2181 例 ICU 患者:男性(55.52%)和女性(44.48%),平均年龄为 53.8 岁,住院时间为 3.92 天。患者来自内科急诊(30.5%)、神经外科(52.1%)和外科(17.4%),死亡率为 10%。来自内科急诊的患者平均 APACHE 评分最高,为 23.14±8.5,而来自神经外科的患者为 15.3±6.6,来自外科的患者为 15.8±6.8。来自内科急诊的患者(24.5%)的死亡率高于来自神经外科(3.5%)或外科(5.3%)的患者。APACHE Ⅱ评分的曲线下面积为 0.8536(95%CI 0.827 至 0.879)。Hosmer-Lemeshow 拟合优度检验显示,所有 ICU 患者的死亡率为 p=0.000;内科急诊患者为 p=0.641;神经外科患者为 p=0.0001;外科患者为 p=0.000。

结论

APACHE Ⅱ评分对 Siloam 医院 ICU 患者死亡率具有良好的判别能力,但校准评分较差。然而,它在神经外科和外科患者中表现出较差的校准,而在内科急诊患者中表现出足够的校准。

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