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Enrichment designs using placebo nonresponders

机译:使用安慰剂无反应者的丰富设计

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Abstract Enrichment designs that select placebo nonresponders have gained much attention during the last years in areas with high placebo response rates, eg, in depression. Proposals were made that re‐randomize patients who did not respond to placebo during a first study phase as the sequential parallel design (SPD). This design uses in a second phase an enriched patient population where the treatment effect is expected to be more pronounced. This may be problematic if an effect in the overall population is claimed. Proposals were made to combine the treatment effects in the overall population from study phase 1 and the enriched population from study phase 2, alleviating but not solving the issue of a potential selection bias. This paper shows how this bias corresponding to the effect difference between the overall population and the enriched population depends on the variability of a potential subject‐by‐treatment interaction. Sample sizes are given, which lead to a significant result in the combining test with a given probability if actually the average effect in the overall population is zero. If, on the other hand, no subject‐by‐treatment interaction is given, the enrichment is shown to be inefficient. We conclude that enrichment designs using placebo nonresponders are not able to claim a positive average effect in the overall population if a subject‐by‐treatment interaction cannot be excluded. It cannot be used to demonstrate positive efficacy in the overall population in a pivotal phase III trial but may be used in early phases to demonstrate varying treatment effects between patients.
机译:摘要:在过去几年中,在安慰剂应答率较高的地区,例如抑郁症患者中,选择安慰剂无应答者的浓缩设计受到了广泛关注。有人建议将在第一个研究阶段对安慰剂无反应的患者重新随机分为序贯平行设计(SPD)。该设计在第二阶段使用了丰富的患者群体,预计治疗效果会更加显著。如果声称对总体人口有影响,这可能是有问题的。有人建议将研究阶段1的总体人群和研究阶段2的富裕人群的治疗效果结合起来,缓解但不能解决潜在选择偏差的问题。本文展示了总体人群和富裕人群之间的效应差异所对应的偏差如何取决于潜在受试者-治疗相互作用的可变性。给出了样本量,如果总体总体中的平均效应为零,则在给定概率的组合测试中会产生显著结果。另一方面,如果没有受试者与治疗者之间的相互作用,则表明浓缩是低效的。我们得出结论,如果不能排除受试者与治疗之间的相互作用,那么使用安慰剂无应答者的浓缩设计在总体人群中不能声称具有正平均效应。在关键的III期试验中,它不能用于证明总体人群的积极疗效,但可以在早期阶段用于证明患者之间的不同治疗效果。

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