Leveraging external control for accelerating development: A case study from cell gene therapy in Duchenne muscular dystrophy.

IF 1.3 4区 医学 Q4 PHARMACOLOGY & PHARMACY
Huihua Li, Satrajit Roychoudhury, Heliang Shi, Balarama Gundapaneni, Margaret Gamalo
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Abstract

Cell and gene therapies (CGTs) hold transformative potential for rare genetic diseases by offering durable or even curative outcomes. However, the development of CGTs for conditions such as Duchenne muscular dystrophy (DMD) is particularly challenging due to small patient populations, high treatment cost, and ethical concerns surrounding the use of placebo control. These constraints make traditional randomized clinical trials challenging to conduct, necessitating alternative strategies like external control groups to support clinical development. However, the use of external controls requires careful data and methodological considerations to ensure valid and unbiased comparisons. Key elements include rigorous data selection, precise estimand definition, and statistical adjustments to address potential confounding and selection bias. Regulatory agencies emphasize the importance of rigorous methodologies to ensure credibility of treatment effect findings derived from external controls. To illustrate these principles, we present a case study of a single-arm DMD trial incorporating an external control. By evaluating data sources, assessing exchangeability, applying statistical adjustments, and conducting sensitivity analyses, the case study illustrates the potential for using external control in studies designed to rigorously explore the benefits of CGTs in rare genetic conditions.

利用外部控制加速发展:细胞基因治疗杜氏肌营养不良的案例研究。
细胞和基因疗法(cgt)通过提供持久甚至治愈的结果,对罕见遗传疾病具有变革性潜力。然而,由于患者人数少,治疗费用高,以及使用安慰剂对照的伦理问题,开发用于杜氏肌营养不良(DMD)等疾病的cgt尤其具有挑战性。这些限制使得传统的随机临床试验具有挑战性,需要外部对照组等替代策略来支持临床开发。然而,使用外部控制需要仔细考虑数据和方法,以确保有效和公正的比较。关键因素包括严格的数据选择,精确的估计定义和统计调整,以解决潜在的混淆和选择偏差。监管机构强调严格方法的重要性,以确保来自外部控制的治疗效果发现的可信度。为了说明这些原则,我们提出了一个纳入外部控制的单臂DMD试验的案例研究。通过评估数据源、评估互换性、应用统计调整和进行敏感性分析,该案例研究说明了在旨在严格探索cgt在罕见遗传条件下的益处的研究中使用外部控制的潜力。
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来源期刊
Journal of Biopharmaceutical Statistics
Journal of Biopharmaceutical Statistics 医学-统计学与概率论
CiteScore
2.50
自引率
18.20%
发文量
71
审稿时长
6-12 weeks
期刊介绍: The Journal of Biopharmaceutical Statistics, a rapid publication journal, discusses quality applications of statistics in biopharmaceutical research and development. Now publishing six times per year, it includes expositions of statistical methodology with immediate applicability to biopharmaceutical research in the form of full-length and short manuscripts, review articles, selected/invited conference papers, short articles, and letters to the editor. Addressing timely and provocative topics important to the biostatistical profession, the journal covers: Drug, device, and biological research and development; Drug screening and drug design; Assessment of pharmacological activity; Pharmaceutical formulation and scale-up; Preclinical safety assessment; Bioavailability, bioequivalence, and pharmacokinetics; Phase, I, II, and III clinical development including complex innovative designs; Premarket approval assessment of clinical safety; Postmarketing surveillance; Big data and artificial intelligence and applications.
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