首页> 外文期刊>The Journal of Allergy and Clinical Immunology >Statistical issues in clinical trials that involve the double-blind, placebo-controlled food challenge.
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Statistical issues in clinical trials that involve the double-blind, placebo-controlled food challenge.

机译:临床试验中涉及双盲,安慰剂对照食品挑战的统计问题。

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摘要

The double-blind, placebo-controlled food challenge is a rigorous tool that has become popular for evaluating adverse reactions to foods. The standard use of the double-blind, placebo-controlled food challenge has been to document food allergies for individual patients, but it recently has been gaining acceptance as a procedure for investigating the effectiveness of therapies to prevent/minimize food-induced anaphylaxis. The purpose of this study was to describe the statistical design and analysis issues for clinical trials that use the double-blind, placebo-controlled food challenge in measuring sensitivity to food allergens. Nonparametric tests for within-group and between-group comparisons are described, as well as a discrete-time survival analysis. The statistical methods are applied to simulated data from a clinical trial that compares control therapy and experimental therapy groups. The results indicate that the experimental therapy is significantly better than control in improving the tolerance to peanut flour in patients with peanut allergy. Although simple nonparametric tests for within-group and between-group comparisons are easy to apply, a discrete-time survival analysis provides the best approach because of its flexibility in accounting for important independent variables (regressors) and longitudinal data. Statistical software packages can be adapted to perform such analyses.
机译:双盲,安慰剂控制的食物挑战是一种严格的工具,已广泛用于评估对食物的不良反应。双盲,安慰剂对照食物挑战的标准用途是记录单个患者的食物过敏,但最近它已被接受为一种研究方法,用于研究预防/减少食物引起的过敏反应的有效性。这项研究的目的是描述临床试验的统计设计和分析问题,这些临床试验使用双盲,安慰剂对照的食物挑战来测量对食物过敏原的敏感性。描述了用于组内和组间比较的非参数检验,以及离散时间生存分析。统计方法应用于来自比较对照疗法和实验疗法组的临床试验的模拟数据。结果表明,该实验疗法在改善花生过敏患者对花生粉的耐受性方面明显优于对照。尽管用于组内和组间比较的简单非参数检验很容易应用,但是离散时间生存分析提供了最佳方法,因为它可以灵活地处理重要的独立变量(回归变量)和纵向数据。统计软件包可以适于执行这样的分析。

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