Eastridge Brian J, Owsley Jimmie, Sebesta James, Beekley Alec, Wade Charles, Wildzunas Robert, Rhee Peter, Holcomb John
US Army Institute of Surgical Research, San Antonio, TX 78234, USA.
J Trauma. 2006 Oct;61(4):820-3. doi: 10.1097/01.ta.0000239508.94330.7a.
Medical resources and resource allocation including operating room and blood utilization are of prime importance in the modern combat environment. We hypothesized that easily measurable admission physiologic criteria and injury site as well as injury severity calculated after diagnostic evaluation or surgical intervention, would be strongly correlated with resource utilization and in theater mortality outcomes.
We retrospectively reviewed the Joint Theater Trauma Registry for all battlefield casualties presenting to surgical component facilities during Operation Iraqi Freedom from January to July 2004. Data were collected from the composite population of 1,127 battlefield casualty patients with respect to demographics, mechanism, presentation physiology (blood pressure, heart rate, temperature), base deficit, admission hematocrit, Glasgow Coma Score (GCS), Injury Severity Score (ISS), operating room utilization, blood transfusion, and mortality. Univariate and multivariate analyses were conducted to determine the degree to which admission physiology and injury severity correlated with blood utilization, necessity for operation, and acute mortality.
Univariate analysis demonstrated a significant (p < 0.05) association between hypothermia (T < 34 degrees C) and the subsequent requirement for operation and mortality. In addition, the outcome variable total blood product utilization was significantly correlated with base deficit (r = 0.61), admission hematocrit (r = 0.51), temperature (r = 0.47), and ISS (r = 0.54). Using multiple logistic regression techniques, blood pressure, GCS, and ISS together demonstrated a significant association (p < 0.05) with mortality (area under ROC curve = 95%). Multiple linear regression established that blood pressure, heart rate, temperature, hematocrit, and ISS had a collective significant effect (p < 0.05) on total blood product utilization explaining 67% of the variance in this outcome variable.
Admission physiology and injury characteristics demonstrate a strong capacity to predict resource utilization in the contemporary battlefield environment. In the future, such predictive yield could potentially have significant implications for triage and medical logistics in the resource constrained environment of war and potentially in mass casualty and disaster incidents in the civilian trauma setting which will likely have mechanistic similarity with war related injury.
在现代战争环境中,包括手术室和血液使用在内的医疗资源及其分配至关重要。我们假设,易于测量的入院生理标准、损伤部位以及诊断评估或手术干预后计算出的损伤严重程度,将与资源利用和战地死亡率结果密切相关。
我们回顾性分析了2004年1月至7月伊拉克自由行动期间前往外科部门设施的所有战场伤员的联合战区创伤登记数据。收集了1127名战场伤员的综合数据,包括人口统计学、致伤机制、入院时生理状况(血压、心率、体温)、碱缺失、入院时血细胞比容、格拉斯哥昏迷评分(GCS)、损伤严重程度评分(ISS)、手术室使用情况、输血情况及死亡率。进行单因素和多因素分析,以确定入院生理状况和损伤严重程度与血液使用、手术必要性及急性死亡率的相关程度。
单因素分析显示,体温过低(T < 34摄氏度)与随后的手术需求和死亡率之间存在显著(p < 0.05)关联。此外,总血制品使用这一结果变量与碱缺失(r = 0.61)、入院时血细胞比容(r = 0.51)、体温(r = 0.47)及ISS(r = 0.54)显著相关。使用多元逻辑回归技术,血压、GCS和ISS共同显示出与死亡率存在显著关联(p < 0.05)(ROC曲线下面积 = 95%)。多元线性回归表明,血压、心率、体温、血细胞比容和ISS对总血制品使用有共同的显著影响(p < 0.05),可解释该结果变量67%的变异。
入院生理状况和损伤特征显示出在当代战场环境中预测资源利用的强大能力。未来,这种预测结果可能对战时资源受限环境下的分诊和医疗后勤产生重大影响,在平民创伤环境中的大规模伤亡和灾难事件中也可能如此,这些事件可能在机制上与战争相关损伤相似。