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首页> 外文期刊>Expert review of anti-infective therapy >Impact of antimicrobial de-escalation on mortality: a literature review of study methodology and recommendations for observational studies
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Impact of antimicrobial de-escalation on mortality: a literature review of study methodology and recommendations for observational studies

机译:抗菌脱升升级对死亡率的影响:研究方法论的文献综述和观察研究的建议

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Introduction: The safety of de-escalation of empirical antimicrobial therapy is largely based on observational data, with many reporting protective effects on mortality. As there is no plausible biological explanation for this phenomenon, it is most probably caused by confounding by indication. Areas covered: We evaluate the methodology used in observational studies on the effects of de-escalation of antimicrobial therapy on mortality. We extended the search for a recent systematic review and identified 52 observational studies. The heterogeneity in study populations was large. Only 19 (36.5%) studies adjusted for confounders and four (8%) adjusted for clinical stability during admission, all as a fixed variable. All studies had methodological limitations, most importantly the lack of adjustment for clinical stability, causing bias toward a protective effect. Expert opinion: The methodology used in studies evaluating the effects of de-escalation on mortality requires improvement. We depicted all potential confounders in a directed acyclic graph to illustrate all associations between exposure (de-escalation) and outcome (mortality). Clinical stability is an important confounder in this association and should be modeled as a time-varying variable. We recommend to include de-escalation as time-varying exposure and use inverse-probability-of-treatment weighted marginal structural models to properly adjust for time-varying confounders.
机译:介绍:脱升升级的经验抗菌治疗的安全性主要是基于观察数据,许多报告对死亡率的保护作用。由于这种现象没有合理的生物学解释,因此最可能是通过征兆的混杂性引起的。所涵盖的地区:我们评估了观察抗菌治疗对抗菌治疗对死亡率影响的影响的方法。我们扩展了搜索最近的系统审查并确定了52项观测研究。研究人群中的异质性很大。只有19(36.5%)的研究调整了混血剂,4(8%)在入院期间进行临床稳定性调整,全部为固定变量。所有研究均具有方法论局限性,最重要的是缺乏对临床稳定性的调整,导致偏向保护效果。专家意见:研究中使用的方法评估脱升升级对死亡率的影响需要改进。我们描绘了一条定向的非循环图中的所有潜在混淆,以说明暴露(脱升)和结果(死亡率)之间的所有关联。临床稳定性是本关联中的一个重要的混乱,并且应该被建模为时变变量。我们建议将脱升升级作为时变曝光,并使用逆概率的处理加权边缘结构模型,以适当地调整时变混乱。

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