Limei Ma, Chen Yang, Cen Chen, Yan Wu, Rong Tang, Xiaolong Cheng, Haifei Wu, Jianjun Zhu, Bing Ji
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Patients were categorized into survival and non-survival groups based on clinical outcomes. Baseline and clinical data were compared between the groups, and prognostic factors were explored using logistic regression analysis. Receiver operating characteristic (ROC) curves generated by 10-fold cross-validation using the caret in R programming language were used to assess the predictive efficacy of Injury Severity Score (ISS) and qSOFA + H + PT score for trauma patient mortality.</p><p><strong>Results: </strong>A total of 509 severe trauma patients (377 males and 132 females) were included, with a median age of 53 years (range: 42-65 years). The mortality rate was found to be 23.4%. Logistic regression analysis revealed that age, ISS, and qSOFA + H + PT were significant predictors of death in severe trauma patients, with odds ratios of 1.035 (95%CI:1.014-1.057), 1.052 (95%CI:1.017-1.090), and 6.124 (95%CI:3.107-12.072), respectively (P < 0.05). The predictive efficacy of ISS and qSOFA + H + PT for mortality prediction was 0.742 and 0.816, respectively.The predictive efficacy of qSOFA + H + PT for emergency blood transfusion and operation was 0.743 and 0.702.</p><p><strong>Conclusion: </strong>qSOFA + H + PT are identified as significant predictors to the death of severe trauma patients. 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引用次数: 0
摘要
背景:开发一种能够预测创伤病例死亡风险的有效评分工具至关重要。本研究旨在调查快速器官功能衰竭序列评估(qSOFA)和低体温(H)以及凝血酶原时间(PT)在预测严重创伤患者预后方面的综合效果:一项回顾性队列研究分析了苏州大学附属第二医院创伤中心创伤数据库中2017年1月至2021年12月期间严重创伤患者的数据。根据临床结果将患者分为存活组和非存活组。比较两组患者的基线和临床数据,并使用逻辑回归分析探讨预后因素。使用 R 编程语言 caret 通过 10 倍交叉验证生成受体操作特征曲线(ROC),用于评估损伤严重程度评分(ISS)和 qSOFA + H + PT 评分对创伤患者死亡率的预测效果:共纳入 509 名严重创伤患者(377 名男性和 132 名女性),中位年龄为 53 岁(范围:42-65 岁)。死亡率为 23.4%。逻辑回归分析显示,年龄、ISS 和 qSOFA + H + PT 是严重创伤患者死亡的重要预测因素,其几率比分别为 1.035(95%CI:1.014-1.057)、1.052(95%CI:1.017-1.090)和 6.124(95%CI:3.107-12.072)(P 结论:qSOFA + H + PT 是严重创伤患者死亡的重要预测因素。它们可作为急诊科的早期干预指标,促进临床管理策略,如紧急输血、紧急手术和预后预测。
Predictive value of qSOFA and hypothermia combined with PT for prognosis in patients with severe trauma: a single-center retrospective cohort study.
Background: Trauma represents a significant global health challenge.The development of an effective scoring tool capable of predicting mortality risk in trauma cases is essential. This study aimed to investigate the combined effects of quick sequential organ failure assessment (qSOFA) and hypothermia (H) along with prothrombin time (PT) in predicting the prognosis of patients with severe trauma.
Methods: A retrospective cohort study was conducted to analyze data from severe trauma patients in the Trauma Database of the Trauma Center at the Second Affiliated Hospital of Soochow University between January 2017 and December 2021. Patients were categorized into survival and non-survival groups based on clinical outcomes. Baseline and clinical data were compared between the groups, and prognostic factors were explored using logistic regression analysis. Receiver operating characteristic (ROC) curves generated by 10-fold cross-validation using the caret in R programming language were used to assess the predictive efficacy of Injury Severity Score (ISS) and qSOFA + H + PT score for trauma patient mortality.
Results: A total of 509 severe trauma patients (377 males and 132 females) were included, with a median age of 53 years (range: 42-65 years). The mortality rate was found to be 23.4%. Logistic regression analysis revealed that age, ISS, and qSOFA + H + PT were significant predictors of death in severe trauma patients, with odds ratios of 1.035 (95%CI:1.014-1.057), 1.052 (95%CI:1.017-1.090), and 6.124 (95%CI:3.107-12.072), respectively (P < 0.05). The predictive efficacy of ISS and qSOFA + H + PT for mortality prediction was 0.742 and 0.816, respectively.The predictive efficacy of qSOFA + H + PT for emergency blood transfusion and operation was 0.743 and 0.702.
Conclusion: qSOFA + H + PT are identified as significant predictors to the death of severe trauma patients. They could be utilized as early intervention indicators in emergency departments, facilitating clinical management strategies such as emergency blood transfusion, emergency operation, and prognosis prediction.
期刊介绍:
BMC Emergency Medicine is an open access, peer-reviewed journal that considers articles on all urgent and emergency aspects of medicine, in both practice and basic research. In addition, the journal covers aspects of disaster medicine and medicine in special locations, such as conflict areas and military medicine, together with articles concerning healthcare services in the emergency departments.