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钝性创伤所致急性呼吸窘迫综合征:独立危险因素的识别

Acute respiratory distress syndrome in blunt trauma: identification of independent risk factors.

作者信息

Miller Preston R, Croce Martin A, Kilgo Patrick D, Scott John, Fabian Timothy C

机构信息

Department of Surgery, The University of Tennessee Health Science Center, Memphis 38163, USA.

出版信息

Am Surg. 2002 Oct;68(10):845-50; discussion 850-1.

Abstract

Acute respiratory distress syndrome (ARDS) is a major contributor to morbidity and mortality in trauma patients. Although many injuries and conditions are believed to be associated with ARDS independent risk factors in trauma patients and their relative importance in development of the syndrome are undefined. The aim of this project is to identify independent risk factors for the development of ARDS in blunt trauma patients and to examine the contributions of each factor to ARDS development. Patients with ARDS were identified from the registry of a Level I trauma center over a 4.5-year period. Records were reviewed for demographics, injury characteristics, transfusion requirements, and hospital course. Variables examined included age >65 years, Injury Severity Score (ISS) >25, hypotension on admission (systolic blood pressure <90), significant metabolic acidosis (base deficit <-5.0), severe brain injury as shown by a Glasgow Coma Scale score (GCS) <8 on admission, 24-hour transfusion requirement >10 units packed red blood cells, pulmonary contusion (PC), femur fracture, and major infection (pneumonia, empyema, or intra-abdominal abscess). Both univariate and stepwise logistic regression were used to identify independent risk factors, and receiver operating characteristic curve (ROC) analysis was used to determine the relative contribution of each risk factor. A total of 4397 patients having sustained blunt trauma were admitted to the intensive care unit and survived >24 hours between October 1995 and May 2000. Of these patients 200 (4.5%) developed ARDS. All studied variables were significantly associated with ARDS in univariate analyses. Stepwise logistic regression, however, demonstrated age >65 years, ISS >25, hypotension on admission, 24-hour transfusion requirement >10 units, and pulmonary contusion as independent risk factors, whereas admission metabolic acidosis, femur fracture, infection, and severe brain injury were not. Using a model based on the logistic regression equation derived yields better than 80 per cent discrimination in ARDS patients. The risk factors providing the greatest contribution to ARDS development were ISS >25 (ROC area 0.72) and PC (ROC area 0.68) followed by large transfusion requirement (ROC area 0.56), admission hypotension (ROC area 0.57), and age >65 (ROC area 0.54). Independent risk factors for ARDS in blunt trauma include ISS >25, PC, age >65 years, hypotension on admission, and 24-hour transfusion requirement >10 units but not admission metabolic acidosis, femur fracture, infection, or severe brain injury. Assessment of these variables allows accurate estimate of risk in the majority of cases, and the most potent contributors to the predictive value of the model are ISS >25 and PC. Improvement in understanding of which patients are actually at risk may allow for advances in treatment as well as prevention in the future.

摘要

急性呼吸窘迫综合征(ARDS)是创伤患者发病和死亡的主要原因。尽管许多损伤和病症被认为是创伤患者发生ARDS的独立危险因素,但其在该综合征发展过程中的相对重要性尚不清楚。本项目的目的是确定钝性创伤患者发生ARDS的独立危险因素,并研究各因素对ARDS发展的作用。通过一级创伤中心4.5年的登记记录来确定ARDS患者。对人口统计学、损伤特征、输血需求和住院病程记录进行回顾。所检查的变量包括年龄>65岁、损伤严重度评分(ISS)>25、入院时低血压(收缩压<90)、严重代谢性酸中毒(碱缺失<-5.0)、入院时格拉斯哥昏迷量表评分(GCS)<8所显示的严重脑损伤、24小时输血需求>10单位浓缩红细胞、肺挫伤(PC)、股骨骨折和严重感染(肺炎、脓胸或腹腔内脓肿)。采用单因素和逐步逻辑回归来确定独立危险因素,并使用受试者工作特征曲线(ROC)分析来确定各危险因素的相对作用。1995年10月至2000年5月期间,共有4397例钝性创伤患者入住重症监护病房且存活超过24小时。其中200例(4.5%)发生了ARDS。在单因素分析中,所有研究变量均与ARDS显著相关。然而,逐步逻辑回归显示,年龄>65岁、ISS>25、入院时低血压、24小时输血需求>10单位和肺挫伤是独立危险因素,而入院时代谢性酸中毒、股骨骨折、感染和严重脑损伤则不是。基于推导的逻辑回归方程建立的模型对ARDS患者的判别准确率超过80%。对ARDS发展贡献最大的危险因素依次为ISS>25(ROC曲线下面积0.72)和PC(ROC曲线下面积0.68),其次是大量输血需求(ROC曲线下面积0.56)、入院时低血压(ROC曲线下面积0.57)和年龄>65岁(ROC曲线下面积0.54)。钝性创伤患者发生ARDS的独立危险因素包括ISS>25、PC、年龄>65岁、入院时低血压和24小时输血需求>10单位,但不包括入院时代谢性酸中毒、股骨骨折、感染或严重脑损伤。对这些变量的评估可在大多数情况下准确估计风险,且对模型预测价值贡献最大的因素是ISS>25和PC。更好地了解哪些患者实际存在风险可能会促进未来治疗及预防方面的进展。

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