Cho D Y, Wang Y C
Division of Neurosurgery, China Medical College Hospital, Taichung, Taiwan, ROC.
Intensive Care Med. 1997 Jan;23(1):77-84. doi: 10.1007/s001340050294.
This study examines the efficacy of the predicting power for hospital mortality and functional outcome of three different scoring systems for head injury in a neurosurgical intensive care unit (NICU).
On the day of admission, data were collected from each patient to compute the Acute Physiology, Age, and Chronic Health Evaluation (APACHE) II and III, and Glasgow Coma Scale (GCS) scores. Hospital mortality was defined as the deaths of patients before discharge from hospital. Early mortality was defined as death before the 14th day after admission. Late mortality was defined as death after the 15th day from admission. Functional outcome was evaluated by Index of Independence in Activities of Daily Living (Index of ADL).
An 8-bed NICU in a 1270-bed medical center in Taichung Veterans General Hospital.
Two hundred non-selected patients with acute head injury were included in our study in a consecutive period of 2 years. Patients less than 14 years old were not included.
None.
Sensitivity, specificity and correct prediction outcome were measured by the chi-square method in three scoring systems. The Youden index was also obtained. The best cut-off point in each scoring system was determined by the Youden index. The difference in Youden index was calculated by Z score. A difference was also considered if the probability value was less than 0.05. The area under Receiver Operating Characteristic (ROC) curve was computed. Then the area under ROC of each scoring system was compared by Z score. There was statistical significance if p was less than 0.05. For prediction of hospital mortality, the best cut-off points are 55 for APACHE III, 17 for APACHE II and 5 for GCS. The correct prediction outcome is 82.4% in APACHE III, 78.4% in APACHE II and 81.9% in the GCS. The Youden index has best cut-off points at 0.68 for APACHE III 0.59 for APACHE II, and 0.56 for GCS. The area under Receiver Operating Characteristic (ROC) curve is 0.90 in the APACHE III, 0.84 in the APACHE II and 0.86 in the GVS. There are no statistical differences among APACHE III and II, and GCS in terms of correct prediction outcome, Youden Index and the area under the ROC curve. Other physiological variables excluding GCS in APACHE III and II (AP III-GCS, AP II-GCS) have less statistical value in the determination of mortality for acute head injury. For the prediction of late mortality, APACHE III and II yield significantly better results in the area under the ROC curve, correct prediction and Youden index than those of GCS. Other physiological variables (AP III-GCS and AP II-GCS) play an important role in the prediction of late mortality in APACHE scores. For prediction of the functional outcome of surviving patients with acute head injury, the APACHE III yields the best results of correct prediction outcome, Youden index and the area under the ROC curve.
The APACHE III and II may not replace the role of GCS in cases of acute head injury for hospital or early mortality assessment. But for prediction of the late mortality, the APACHE III and II have better accuracy than GCS. Other physiological variables excluding GCS in the APACHE system play a crucial contribution for late mortality. GCS is simple, less time-consuming and economical for patients with acute head injury for the prediction of hospital and early mortality. The APACHE III provides better prediction for severe morbidity than GCS and APACHE II. Therefore, the APACHE III provides a good assessment not only for hospital and late mortality, but also for functional outcome.
本研究探讨三种不同的颅脑损伤评分系统对神经外科重症监护病房(NICU)患者医院死亡率及功能转归的预测效能。
入院当日收集每位患者的数据,以计算急性生理学与慢性健康状况评分系统(APACHE)Ⅱ和Ⅲ以及格拉斯哥昏迷量表(GCS)评分。医院死亡率定义为患者在出院前死亡。早期死亡率定义为入院后第14天前死亡。晚期死亡率定义为入院第15天后死亡。功能转归通过日常生活活动独立指数(ADL指数)进行评估。
台中荣民总医院一所拥有1270张床位的医疗中心内的一间8张床位的NICU。
连续2年纳入200例未经过筛选的急性颅脑损伤患者。不包括14岁以下患者。
无。
采用卡方检验对三种评分系统的敏感度、特异度及正确预测结果进行测量。计算约登指数。通过约登指数确定各评分系统的最佳截断点。约登指数差异采用Z检验计算。若概率值小于0.05也视为存在差异。计算受试者工作特征(ROC)曲线下面积。然后采用Z检验比较各评分系统的ROC曲线下面积。若p值小于0.05,则具有统计学意义。对于医院死亡率的预测,APACHEⅢ的最佳截断点为55,APACHEⅡ为17,GCS为5。APACHEⅢ的正确预测率为82.4%,APACHEⅡ为78.4%,GCS为81.9%。APACHEⅢ的约登指数最佳截断点为0.68,APACHEⅡ为0.59,GCS为0.56。APACHEⅢ的ROC曲线下面积为0.90,APACHEⅡ为0.84,GVS为0.86。在正确预测结果、约登指数及ROC曲线下面积方面,APACHEⅢ与APACHEⅡ、GCS之间无统计学差异。APACHEⅢ和Ⅱ中除GCS外的其他生理变量(APⅢ - GCS、APⅡ - GCS)在急性颅脑损伤死亡率判定中的统计学价值较低。对于晚期死亡率的预测,APACHEⅢ和Ⅱ在ROC曲线下面积、正确预测及约登指数方面的结果显著优于GCS。其他生理变量(APⅢ - GCS和APⅡ - GCS)在APACHE评分系统对晚期死亡率的预测中起重要作用。对于急性颅脑损伤存活患者功能转归的预测,APACHEⅢ在正确预测结果、约登指数及ROC曲线下面积方面效果最佳。
在急性颅脑损伤患者的医院或早期死亡率评估中,APACHEⅢ和Ⅱ可能无法取代GCS的作用。但对于晚期死亡率的预测,APACHEⅢ和Ⅱ比GCS具有更高的准确性。APACHE系统中除GCS外的其他生理变量对晚期死亡率有重要贡献。对于急性颅脑损伤患者的医院及早期死亡率预测,GCS简单、耗时少且经济。APACHEⅢ在严重并发症预测方面比GCS和APACHEⅡ更佳。因此,APACHEⅢ不仅能对医院及晚期死亡率进行良好评估,还能对功能转归进行评估。