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荷兰创伤中心重症监护病房收治的创伤患者基于碱缺失的预后预测模型

Base deficit-based predictive modeling of outcome in trauma patients admitted to intensive care units in Dutch trauma centers.

作者信息

Kroezen Frank, Bijlsma Taco S, Liem Mike S L, Meeuwis J Dik, Leenen Luke P H

机构信息

Department of Surgery, St. Elisabeth Hospital, Tilburg, The Netherlands.

出版信息

J Trauma. 2007 Oct;63(4):908-13. doi: 10.1097/TA.0b013e318151ff22.

Abstract

BACKGROUND

Worldwide, the base deficit is available as an objective indicator of acid base status. We used the base deficit as a measure of physiologic derangement in a Trauma and Injury Severity Score (TRISS)-like model as a predictor for outcome in trauma patients.

METHODS

We prospectively recorded data of 349 consecutive trauma patients admitted to the intensive care unit and calculated Revised Trauma Score, Injury Severity Score and Abbreviated Injury Scale, and TRISS and correlated them with the simultaneously determined base deficit value. The delta base deficit is introduced, which is the absolute difference of the base deficit from its normal range (-2 to 2). A statistical model analogous to the TRISS model was designed in which the physiologic disturbance reflected by the Revised Trauma Score was replaced by the delta base deficit [Base Excess Injury Severity Scale (BISS) model]. Calculating the area under the curve (AUC) of the respective receiver operating characteristic curve compared these two models. Finally, the BISS model was validated in a patient group from another tertiary referral hospital in which similar data were recorded prospectively.

RESULTS

We demonstrated a significant correlation between the delta base deficit and the calculated trauma scoring systems. Moreover, the delta base deficit is significantly correlated with mortality. The BISS performed better than the TRISS did when evaluated by the AUC of the receiver operating characteristic curves (AUC 0.806 vs. 0.803, respectively). Validation in an independent prospectively compiled dataset from another referral center showed comparable and even better results (AUC 0.891 vs. 0.885, respectively).

CONCLUSIONS

The performance of our proposed BISS model was superior to that of the TRISS model in the populations under investigation. Nevertheless, given the ease of assessment and the objective value of the base deficit, it may be considered as a good method to predict outcome and evaluate care of trauma patients. Whether this can be translated to trauma patients in general needs further investigation.

摘要

背景

在全球范围内,碱缺失可作为酸碱平衡状态的客观指标。我们在一个类似创伤和损伤严重度评分(TRISS)的模型中,将碱缺失用作生理紊乱的衡量指标,以预测创伤患者的预后。

方法

我们前瞻性地记录了349例连续入住重症监护病房的创伤患者的数据,计算了修订创伤评分、损伤严重度评分和简明损伤定级标准,以及TRISS,并将它们与同时测定的碱缺失值进行关联。引入了碱缺失差值,即碱缺失与其正常范围(-2至2)的绝对差值。设计了一个类似于TRISS模型的统计模型,其中用碱缺失差值取代修订创伤评分所反映的生理紊乱[碱剩余损伤严重度评分(BISS)模型]。通过比较各自受试者工作特征曲线的曲线下面积(AUC)来对比这两个模型。最后,在另一家三级转诊医院的患者组中对BISS模型进行验证,该组患者的类似数据也是前瞻性记录的。

结果

我们证明了碱缺失差值与计算出的创伤评分系统之间存在显著相关性。此外,碱缺失差值与死亡率显著相关。当通过受试者工作特征曲线的AUC进行评估时,BISS的表现优于TRISS(AUC分别为0.806和0.803)。在另一个转诊中心独立前瞻性收集的数据集中进行验证,结果显示出相当且甚至更好的结果(AUC分别为0.891和0.885)。

结论

在研究人群中我们提出的BISS模型的表现优于TRISS模型。然而,鉴于碱缺失评估的简便性及其客观价值,它可被视为预测创伤患者预后和评估其治疗情况的一种良好方法。这是否能推广到所有创伤患者还需要进一步研究。

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