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指征偏倚解释了在儿科创伤人群中观察到的与院前静脉输液使用相关的死亡率增加的部分原因。

Indication Bias Explains Some of the Observed Increased Mortality Associated With Use of Prehospital Intravenous Fluids in a Pediatric Trauma Population.

作者信息

Garwe Tabitha, Johnson Jeremy J, Letton Robert W

机构信息

The Department of Surgery, University of Oklahoma Health Sciences Center, Oklahoma City, OK.

Department of Biostatistics and Epidemiology, University of Oklahoma Health Sciences Center, Oklahoma City, OK.

出版信息

Acad Emerg Med. 2016 Jan;23(1):83-92. doi: 10.1111/acem.12841. Epub 2015 Dec 31.

DOI:10.1111/acem.12841
PMID:26719966
Abstract

OBJECTIVES

Traditionally, in both pediatric and adult trauma patients, management of hemorrhage and shock has included early rapid intravenous fluid (IVF) replacement at the scene or during transport to a definitive care facility. Because prehospital resuscitation can be considered as a lifesaving intervention, severely injured patients are more likely to receive IVF. Observational studies not adequately adjusting for this confounding by indication (indication bias) while evaluating the impact of prehospital IVF on mortality in clinically heterogeneous patient populations are likely to find an increased mortality associated with the use of prehospital IVF, an association that may be spurious even after traditional multivariable risk adjustment. Propensity scores can be used to mitigate the impact of this selection bias on the estimated effect. The authors hypothesized that the effect of IVF on mortality will differ based on whether propensity scores (based on a set of prehospital indications for IVF) are adjusted for in a multivariable outcome model.

METHODS

This was a retrospective cohort study of severely injured pediatric (<18 years) patients consecutively evaluated and treated between January 1, 2008, and June 30, 2011, at Oklahoma's only Level I pediatric trauma center. Patients were divided into those receiving 250 mL or more (GE250 group) and those receiving less (LT250 group) of prehospital IVF based on area under curve (AUC) analysis (AUC = 0.7, 95% confidence interval [CI] = 0.6 to 0.80, sensitivity = 0.81 and specificity = 0.56). Propensity scores were used to minimize confounding by indication of the mortality estimate and were calculated based on measurable prehospital factors. Using Cox's regression to minimize survival bias, the independent effect of prehospital IVF on the risk of 30-day in-hospital mortality was evaluated with and without adjusting for the propensity to receive 250 mL of prehospital IVF.

RESULTS

A total of 482 patients met study criteria. Of these, 46.3% (223 of 449) were in the GE250 group. After adjusting for Injury Severity Score, presence of a severe head injury, shock, and a penetrating injury, all of which were significant predictors of mortality, receiving 250 mL or more of prehospital IVF was significantly associated with an almost threefold increase in the risk of 30-day in-hospital mortality (hazard ratio [HR] = 2.96, 95% CI = 1.1 to 8.2). However, further adjusting for the propensity to be in the GE250 group, in addition to the aforementioned variables, attenuated the effect estimate and resulted in a nonsignificant (p = 0.3408), more precise association between prehospital IVF and mortality (HR = 1.9, 95% CI = 0.6 to 6.6).

CONCLUSIONS

Propensity-adjusted survival analysis suggests that the observed increased risk in mortality associated with use of prehospital IVF replacement may be a spurious association resulting from inadequate control of confounding by indication inherent in observational studies. In the absence of patient subgroup-specific results from well-controlled studies, IVF resuscitation should not be a reason to delay patient transport to a definitive care facility. Randomized trials evaluating the effect of prehospital fluids are warranted in the pediatric trauma population, as such studies have shown clinical significance in the adult trauma population.

摘要

目的

传统上,在儿科和成人创伤患者中,出血和休克的处理包括在现场或转运至确定性治疗机构期间尽早快速静脉补液(IVF)。由于院前复苏可被视为一种挽救生命的干预措施,重伤患者更有可能接受静脉补液。在评估院前静脉补液对临床异质性患者群体死亡率的影响时,观察性研究未充分调整这种因适应证导致的混杂因素(适应证偏倚),可能会发现院前静脉补液的使用与死亡率增加相关,即使经过传统的多变量风险调整,这种关联也可能是虚假的。倾向评分可用于减轻这种选择偏倚对估计效应的影响。作者假设,根据多变量结局模型中是否调整倾向评分(基于一组院前静脉补液适应证),静脉补液对死亡率的影响会有所不同。

方法

这是一项回顾性队列研究,研究对象为2008年1月1日至2011年6月30日期间在俄克拉荷马州唯一的一级儿科创伤中心连续接受评估和治疗的重伤儿科(<18岁)患者。根据曲线下面积(AUC)分析(AUC = 0.7,95%置信区间[CI] = 0.6至0.80,敏感性 = 0.81,特异性 = 0.56),将患者分为接受250 mL或更多院前静脉补液的患者(GE250组)和接受较少院前静脉补液的患者(LT250组)。倾向评分用于最小化因适应证导致的死亡率估计混杂因素,并根据可测量的院前因素进行计算。使用Cox回归以最小化生存偏倚,在调整和未调整接受250 mL院前静脉补液倾向的情况下,评估院前静脉补液对30天院内死亡风险的独立影响。

结果

共有482例患者符合研究标准。其中,46.3%(449例中的223例)在GE250组。在调整损伤严重程度评分、严重头部损伤、休克和穿透伤的存在后(所有这些都是死亡率的重要预测因素),接受250 mL或更多院前静脉补液与30天院内死亡风险几乎增加两倍显著相关(风险比[HR] = 2.96,95% CI = 1.1至8.2)。然而,除上述变量外,进一步调整在GE250组的倾向,减弱了效应估计值,并导致院前静脉补液与死亡率之间的关联不显著(p = 0.3408)且更精确(HR = 1.9,95% CI = 0.6至6.6)。

结论

倾向调整生存分析表明,观察到的与院前静脉补液替代使用相关的死亡率增加风险可能是观察性研究中因未充分控制因适应证导致的混杂因素而产生的虚假关联。在缺乏来自严格对照研究的患者亚组特异性结果的情况下,静脉补液复苏不应成为延迟将患者转运至确定性治疗机构的理由。评估院前补液效果的随机试验在儿科创伤人群中是必要的,因为此类研究已在成人创伤人群中显示出临床意义。

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