Interim decision making in seamless trial designs: An application in an adaptive dose-finding study in a rare kidney disease.

IF 1.3 4区 医学 Q4 PHARMACOLOGY & PHARMACY Pharmaceutical Statistics Pub Date : 2024-01-01 Epub Date: 2023-09-11 DOI:10.1002/pst.2335
Olympia Papachristofi, Björn Bornkamp, Melanie Wright, Tim Friede
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Abstract

Adaptive seamless trial designs, combining the learning and confirming cycles of drug development in a single trial, have gained popularity in recent years. Adaptations may include dose selection, sample size re-estimation and enrichment of the study population. Despite methodological advances and recognition of the potential efficiency gains such designs offer, their implementation, including how to enable efficient decision making on the adaptations in interim analyzes, remains a key challenge in their adoption. This manuscript uses a case study of an adaptive seamless proof-of-concept (Phase 2a)/dose-finding (Phase 2b) to showcase potential adaptive features that can be implemented in trial designs at earlier development stages and the role of simulations in assessing the design operating characteristics and specifying the decision rules for the adaptations. It further outlines the elements needed to support successful interim analysis decision making on the adaptations while safeguarding study integrity, including the role of different stakeholders, interactive simulation-based tools to facilitate decision making and operational aspects requiring preplanning. The benefits of the adaptive Phase 2a/2b design chosen compared to following the traditional two separate studies (2a and 2b) paradigm are discussed. With careful planning and appreciation of their complexity and components needed for their implementation, seamless adaptive designs have the potential to yield significant savings both in terms of time and resources.

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无缝试验设计中的临时决策:应用于罕见肾病的适应性剂量探索研究。
适应性无缝试验设计将药物开发的学习周期和确认周期结合在一项试验中,近年来越来越受欢迎。适应性可包括剂量选择、样本量重新估计和研究人群的丰富化。尽管在方法上取得了进步,人们也认识到这种设计有可能提高效率,但在实施过程中,包括如何在中期分析中对适应性进行有效决策,仍然是采用这种设计的关键挑战。本手稿通过一个自适应无缝概念验证(2a期)/剂量摸底(2b期)的案例研究,展示了可在早期开发阶段的试验设计中实施的潜在自适应功能,以及模拟在评估设计运行特征和指定自适应决策规则中的作用。它进一步概述了在保障研究完整性的同时,支持成功进行适应性中期分析决策所需的要素,包括不同利益相关者的作用、促进决策的互动模拟工具以及需要预先计划的操作方面。讨论了与传统的两项单独研究(2a 和 2b)模式相比,选择适应性 2a/2b 阶段设计的好处。通过仔细规划和了解其复杂性及其实施所需的组成部分,无缝适应性设计有可能在时间和资源方面产生重大节约。
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来源期刊
Pharmaceutical Statistics
Pharmaceutical Statistics 医学-统计学与概率论
CiteScore
2.70
自引率
6.70%
发文量
90
审稿时长
6-12 weeks
期刊介绍: Pharmaceutical Statistics is an industry-led initiative, tackling real problems in statistical applications. The Journal publishes papers that share experiences in the practical application of statistics within the pharmaceutical industry. It covers all aspects of pharmaceutical statistical applications from discovery, through pre-clinical development, clinical development, post-marketing surveillance, consumer health, production, epidemiology, and health economics. The Journal is both international and multidisciplinary. It includes high quality practical papers, case studies and review papers.
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