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Network meta-analysis explained

机译:网络元分析说明

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摘要

Healthcare decisions should be based on all relevant evidence.1 Usually, this is provided by randomised controlled trials (RCTs) comparing two or more interventions for a condition affecting a target population of interest, although other forms of evidence can be considered.1 2 When more than one study is available, meta-analysis can be used to combine multiple treatment effects and obtain an overall estimate of the effect in the target population. To assess clinical effectiveness, evidence from RCTs is typically used and relative treatment effects estimated in individual trials are pooled using methods that preserve within-trial randomisation. However, for the majority of health conditions, there are more than two interventions of interest. In such cases, performing multiple pairwise meta-analyses (comparing interventions two at a time) or lumping every active intervention to be compared with a ‘control’ is of limited use for decision-making and does not allow for coherent and transparent decisions. Decisions involving 20 interventions are not uncommon.3–6 The number of pairwise comparisons required to make a decision between 3 interventions is 3, with 5 interventions it is 10, with 10 interventions it is 45 and with 41 interventions4 it is 820. Clearly, not all comparisons will have been carried out in RCTs but looking at multiple separate pairwise analyses carried out using different sets of trials makes it impossible to decide which intervention is best.
机译:医疗保健决策应基于所有相关证据。1通常,这是由随机对照试验(RCT)提供的,该试验比较了两种或多种针对影响目标目标人群的疾病的干预措施,尽管可以考虑其他形式的证据。12有不止一项研究可用,荟萃分析可用于组合多种治疗效果并获得目标人群效果的总体估计。为了评估临床有效性,通常使用来自RCT的证据,并使用保留试验内随机化的方法汇总各个试验中估计的相对治疗效果。但是,对于大多数健康状况,有两种以上的干预措施值得关注。在这种情况下,执行多个成对的荟萃分析(一次比较两个干预)或将每个活动干预与“控制”进行比较,在决策中使用的范围有限,并且不允许进行连贯且透明的决策。涉及20种以上干预的决策并不罕见。3-6在3种干预之间做出决策所需的成对比较次数为3,其中5种干预为10,10种干预为45,而41种干预4为820。 ,并非所有比较都将在RCT中进行,但是查看使用不同试验集进行的多个成对分析,就无法决定哪种干预是最佳的。

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