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Effectiveness of triple therapy with direct-acting antivirals for hepatitis C genotype 1 infection: application of propensity score matching in a national HCV treatment registry.

机译:直接作用抗病毒药物三联疗法对丙型肝炎基因型1感染的有效性:倾向评分匹配在国家HCV治疗登记中的应用。

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摘要

BACKGROUND: Observational studies are used to measure the effectiveness of an intervention in non-experimental, real world scenarios at the population level and are recognised as an important component of the evidence pyramid. Such data can be accrued through prospective cohort studies and a patient registry is a proven method for this type of study. The national hepatitis C (HCV) registry was established in Ireland in 2012 with the aim of monitoring the clinical and economic outcomes from new, high cost regimens for the treatment of HCV infection. A sustained virological response (SVR) 24 weeks following completion of therapy with interferon-containing regimens is considered a cure. Non-randomisation in these studies can result in confounding or selection bias. Propensity score (PS) matching is one of a number of statistical tools that can be used to mitigate the effects of confounding in observational studies.METHODS: We analysed the data of 309 patients who underwent triple therapy treatment with telaprevir (TPV) in combination with pegylated-interferon and ribavirin (PR) or boceprevir (BOC)/PR between June 2012 and December 2014. The decision to initiate treatment and the selection of the treatment regimen was at the discretion of the physician. To adjust for confounding, three approaches to propensity score matching were assessed Adjusted sustained-virological response rates (SVR), odds ratios, p-values and 95% confidence intervals were calculated from the three PS matched dataset.RESULTS: Prior to matching, the unadjusted sustained virological response rates 24 weeks after treatment complete (SVR24) were 74% (n = 158/215) and 61% (n = 57/94) for telaprevir/PR and boceprevir/PR, respectively. After matching, adjusted SVR24 rates were between 73-74% and 60-61% for telaprevir/PR and boceprevir/PR, respectively.CONCLUSION: Efficacy rates were comparable with those reported in pivotal clinical trials and real world studies. After adjusting for confounding, we conclude that there was no difference in treatment effect after PS matching. The small sample size limits the conclusions that can be made about the effect of PS matching. Propensity score adjustment remains a tool that can be applied to future analysis, however, we suggest, where possible, using a larger sample size in order to reduce the uncertainty around the outcomes.
机译:背景:观察性研究用于在人口水平上评估干预措施在非实验性,现实世界中的有效性,并且被认为是证据金字塔的重要组成部分。可以通过前瞻性队列研究获得此类数据,而患者登记册是此类研究的一种行之有效的方法。国家丙型肝炎(HCV)注册中心于2012年在爱尔兰建立,其目的是监测新型高成本疗法治疗HCV感染的临床和经济结果。用含干扰素的疗法完成治疗后24周持续的病毒学应答(SVR)被认为是治愈方法。这些研究中的非随机化可能导致混淆或选择偏见。倾向评分(PS)匹配是可用于减轻观察研究中混杂影响的众多统计工具之一。方法:我们分析了309例接受telaprevir(TPV)联合三联疗法治疗的患者的数据聚乙二醇干扰素和利巴韦林(PR)或boceprevir(BOC)/ PR在2012年6月至2014年12月之间进行。开始治疗的决定和治疗方案的选择由医生决定。为了进行混淆调整,评估了三种倾向得分匹配的方法,并从三个PS匹配数据集中计算了调整后的持续病毒学应答率(SVR),优势比,p值和95%置信区间。对于telaprevir / PR和boceprevir / PR,治疗完成(SVR24)后24周未调整的持续病毒学应答率分别为74%(n = 158/215)和61%(n57 / 94)。匹配后,telaprevir / PR和boceprevir / PR的调整SVR24发生率分别在73-74%和60-61%之间。结论:功效与关键临床试验和现实世界研究中报道的相当。调整混杂因素后,我们得出结论:PS匹配后治疗效果没有差异。小样本量限制了有关PS匹配效果的结论。倾向得分调整仍然是可用于未来分析的工具,但是,我们建议在可能的情况下使用更大的样本量,以减少结果周围的不确定性。

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