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评估APACHE II系统对加拿大重症监护病房患者的预测能力及医院治疗结果。

Evaluation of predictive ability of APACHE II system and hospital outcome in Canadian intensive care unit patients.

作者信息

Wong D T, Crofts S L, Gomez M, McGuire G P, Byrick R J

机构信息

Department of Intensive Care, Toronto Hospital, University of Toronto, ON, Canada.

出版信息

Crit Care Med. 1995 Jul;23(7):1177-83. doi: 10.1097/00003246-199507000-00005.

Abstract

OBJECTIVES

To evaluate the ability of the acute Physiology and Chronic Health Evaluation II (APACHE II) scoring system to predict patient outcome in two Canadian intensive care units (ICUs). To compare the severity of illness and outcome of Canadian ICU patients with existing United States data.

DESIGN

Prospective data collection on 1,724 Canadian ICU patients for validation of the APACHE II system. Comparison of the outcome of Canadian ICU patients to retrospective United States data on 4,087 patients from the 1985 APACHE II multicenter study.

SETTING

Canadian data from two university teaching hospital ICUs. United States data from 13 ICUs, ten of which were in university teaching hospitals.

PATIENTS

Consecutive patients admitted to adult medical/surgical ICUs. Coronary care unit, neurosurgical and cardiac surgery patients were excluded.

INTERVENTIONS

None.

MEASUREMENTS AND MAIN RESULTS

For each patient, demographic data, diagnosis, APACHE II score and hospital survival data were collected. The predicted risk of death was calculated for each patient using the APACHE II risk of death equation. The accuracy in outcome prediction of the APACHE II system was assessed by means of the receiver operating characteristic curve, 2 x 2 decision matrices and linear regression analysis. The severity of illness and hospital mortality for the Canadian patients was compared with that of United States patients from the 1985 APACHE II multicenter study. In 1,724 Canadian ICU patients, the mean +/- SEM APACHE II score was 16.5 +/- 0.2. The predicted death rate was 24.7% and the observed death rate was 24.8%. Using receiver operating curve analysis, good correlation was found between predicted outcome and observed outcome. The area under the curve was 0.86. From the 2 x 2 decision matrix constructed for a predicted risk of death of 0.5, 83% of patients were correctly classified. The sensitivity was 50.9% and the specificity was 93.6%. When observed death rate was plotted against predicted death rate, linear regression analysis gave an r2 of .99. Canadian patients had a higher death rate and APACHE II score than the United States patients. After controlling for severity of illness using the APACHE II score, the Canadian and United States death rates were similar.

CONCLUSIONS

The ability of the APACHE II system in predicting group outcome is validated in this Canadian ICU population by receiver operating characteristic curve, 2 x 2 decision matrices and linear regression analysis. The Canadian patients had a higher overall hospital death rate than the United States patients. After controlling for severity of illness using APACHE II scores, the hospital death rate was comparable between the Canadian and United States patients.

摘要

目的

评估急性生理学与慢性健康状况评分系统II(APACHE II)预测两个加拿大重症监护病房(ICU)患者预后的能力。将加拿大ICU患者的疾病严重程度和预后与美国现有数据进行比较。

设计

前瞻性收集1,724例加拿大ICU患者的数据以验证APACHE II系统。将加拿大ICU患者的预后与1985年APACHE II多中心研究中4,087例患者的回顾性美国数据进行比较。

地点

来自两家大学教学医院ICU的加拿大数据。来自13家ICU的美国数据,其中10家位于大学教学医院。

患者

入住成人内科/外科ICU的连续患者。冠心病监护病房、神经外科和心脏外科患者被排除在外。

干预措施

无。

测量指标及主要结果

收集每位患者的人口统计学数据、诊断、APACHE II评分和医院生存数据。使用APACHE II死亡风险方程计算每位患者的预测死亡风险。通过受试者工作特征曲线、2×2决策矩阵和线性回归分析评估APACHE II系统在预后预测方面的准确性。将加拿大患者的疾病严重程度和医院死亡率与1985年APACHE II多中心研究中的美国患者进行比较。在1,724例加拿大ICU患者中,APACHE II评分的均值±标准误为16.5±0.2。预测死亡率为24.7%,观察到的死亡率为24.8%。通过受试者工作曲线分析,发现预测结果与观察结果之间具有良好的相关性。曲线下面积为0.86。根据为预测死亡风险0.5构建的2×2决策矩阵,83%的患者被正确分类。敏感性为50.9%,特异性为93.6%。当将观察到的死亡率与预测死亡率进行绘制时,线性回归分析得出的r2为0.99。加拿大患者的死亡率和APACHE II评分高于美国患者。使用APACHE II评分控制疾病严重程度后,加拿大和美国的死亡率相似。

结论

通过受试者工作特征曲线、2×2决策矩阵和线性回归分析,在该加拿大ICU人群中验证了APACHE II系统预测群体预后的能力。加拿大患者的总体医院死亡率高于美国患者。使用APACHE II评分控制疾病严重程度后,加拿大和美国患者的医院死亡率相当。

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