Application of Bayesian statistics to support approval of intravenous belimumab in children with systemic lupus erythematosus in the United States.

IF 1.9 4区 医学 Q3 RHEUMATOLOGY
Lupus Pub Date : 2025-08-01 Epub Date: 2025-06-27 DOI:10.1177/09612033251349930
Ginto Pottackal, James Travis, Lei Nie, Rebecca Chiu, Rosemarie Neuner, Gregory Levin, Jing Niu, Anshu Marathe, Lily Yeruk Mulugeta, Nikolay P Nikolov
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引用次数: 0

Abstract

ObjectiveDue to the rarity of childhood-onset systemic lupus erythematosus (cSLE), the pediatric study (NCT01649765) conducted to support approval of intravenous (IV) belimumab in that population could not be designed with adequate power for efficacy to make statistical inferences based solely on the pediatric data. Bayesian analyses have been proposed to implement more flexible pediatric extrapolation approaches in similar situations. Here we discuss a post-hoc Bayesian analysis the FDA employed which borrowed information from the phase 3 IV belimumab studies in adults to supplement the efficacy information collected in the pediatric population.MethodsWe used a Bayesian method to estimate the treatment effect in SLE Responder Index (SRI) response in pediatric patients, with a robust mixture prior that was a weighted combination of a skeptical prior that assumed no treatment effect and a meta-analysis of the treatment effects seen in adults. The weighting was based on the degree of belief in the similarity of the disease and treatment effect between pediatric and adult subjects.ResultsThe trial design and conduct, endpoints, key demographic and disease characteristics as well as pharmacokinetics (PK) were similar between the pediatric and adult study populations, which justified borrowing information from across studies. A prior weight of 55% or larger on the adult data provided 95% credible intervals that excluded an odds ratio of one, providing supportive evidence that belimumab is an effective treatment in pediatric patients. These results were further supported by the secondary efficacy endpoints, PK and safety.ConclusionThis approach contributed to FDA's decision to approve belimumab as the first treatment for cSLE. If pre-specified, such an approach may help expedite future clinical development in pediatric rheumatic diseases, and address some of the challenges with conducting trials for rare diseases.

在美国应用贝叶斯统计支持静脉注射贝利单抗治疗系统性红斑狼疮儿童。
目的:由于儿童期系统性红斑狼疮(cSLE)的罕见性,为支持静脉注射(IV)贝利单抗在该人群中的批准而进行的儿科研究(NCT01649765)无法设计出足够的有效性,无法仅根据儿科数据进行统计推断。在类似的情况下,贝叶斯分析已被提议实施更灵活的儿科外推方法。在这里,我们讨论了FDA采用的一种临时性贝叶斯分析,该分析借鉴了belimumab在成人中的iii期IV期研究的信息,以补充在儿科人群中收集的疗效信息。方法:我们使用贝叶斯方法来估计小儿患者SLE应答者指数(SRI)反应的治疗效果,这是一个稳健的混合先验,即假设没有治疗效果的怀疑先验和对成人治疗效果的荟萃分析的加权组合。加权是基于对儿童和成人受试者之间疾病和治疗效果相似性的信任程度。结果试验设计和实施、终点、关键人口统计学和疾病特征以及药代动力学(PK)在儿科和成人研究人群之间相似,这证明了从其他研究中借鉴信息是合理的。成人数据的先验权重为55%或更大,提供了95%的可信区间,排除了1的优势比,提供了支持性证据,证明belimumab是儿科患者的有效治疗方法。这些结果进一步得到了次要疗效终点、PK和安全性的支持。结论:该方法促使FDA决定批准贝利单抗作为cSLE的第一种治疗方法。如果预先指定,这种方法可能有助于加快儿童风湿病的未来临床发展,并解决进行罕见病试验的一些挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Lupus
Lupus 医学-风湿病学
CiteScore
4.20
自引率
11.50%
发文量
225
审稿时长
1 months
期刊介绍: The only fully peer reviewed international journal devoted exclusively to lupus (and related disease) research. Lupus includes the most promising new clinical and laboratory-based studies from leading specialists in all lupus-related disciplines. Invaluable reading, with extended coverage, lupus-related disciplines include: Rheumatology, Dermatology, Immunology, Obstetrics, Psychiatry and Cardiovascular Research…
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