Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
Division of Allergy and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
Stat Med. 2018 Nov 30;37(27):3944-3958. doi: 10.1002/sim.7857. Epub 2018 Jul 5.
In this work, we delineate an altered study design of a pre-existing clinical trial that is currently being implemented in the Department of Pediatrics at the University of North Carolina at Chapel Hill. The purpose of the ongoing investigation of the desensitized pediatric cohort is to address the effectiveness of sublingual immunotherapy in achieving sustained unresponsiveness (SU) as assessed by repeated double-blind placebo-controlled food challenges (DBPCFC). With scarce published literature characterizing SU, the length of time off-therapy that would represent clinically meaningful benefit remains undefined. We use the new design features to assess time to loss of SU, an important efficacy endpoint, that to our knowledge, no prior study has investigated. Our work has two-fold objectives: first is to propose and discuss aspects of the altered design that would allow us to study SU and second is to explore methodology to evaluate the time to loss of SU and its association with risk factors in the context of the data originating from the trial. The salient feature of the new design is the allocation scheme of study subjects to staggered sampling timepoints when a subsequent DBPCFC is administered. Due to this feature, the time to loss of SU is either left or right censored. Additionally, some participants at study entry fail the DBPCFC, leading to what can be construed as an instantaneous failure. Through in-depth numerical studies, we examine the performance and power of a recently proposed mixture proportional hazards model specifically designed for the analysis of interval-censored data subject to instantaneous failures.
在这项工作中,我们详细描述了北卡罗来纳大学教堂山分校儿科系目前正在实施的一项预先存在的临床试验的改变后的研究设计。正在进行的脱敏儿科队列研究的目的是评估舌下免疫疗法在通过重复双盲安慰剂对照食物挑战(DBPCFC)评估的持续无反应(SU)中的有效性。由于关于 SU 的发表文献很少,因此代表临床意义的停药时间仍未确定。我们使用新的设计特征来评估 SU 丧失的时间,这是一个重要的疗效终点,据我们所知,之前没有研究调查过。我们的工作有两个目标:一是提出和讨论改变设计的各个方面,使我们能够研究 SU;二是探索在试验产生的数据背景下评估 SU 丧失时间及其与风险因素的关联的方法。新设计的突出特点是在进行随后的 DBPCFC 时,研究对象的分配方案分配到交错的采样时间点。由于这个特点,SU 丧失的时间要么是左删失,要么是右删失。此外,一些参与者在研究开始时未能通过 DBPCFC,导致可以被视为即时失败。通过深入的数值研究,我们检查了最近提出的专门为分析存在即时失败的区间删失数据而设计的混合比例风险模型的性能和功效。