Novel application of a discrete time-to-event model for randomized oral immunotherapy clinical trials with repeat food challenges.

Stat Med

Quantitative Sciences Unit, Division of Biomedical Informatics Research, Department of Medicine, Stanford University, Palo Alto, California, USA.

Published: August 2021

AI Article Synopsis

  • - Existing food allergy trials primarily focus on whether a participant passes a double-blind, placebo-controlled food challenge (DBPCFC) and often overlook the details regarding the dose at which reactions occur for those who fail or drop out of the study.
  • - The authors suggest using time-to-event methodology to analyze food allergy trials, which allows for a more detailed assessment of participants' reactions and accommodates multiple challenges over time.
  • - By applying this approach to the Peanut Oral Immunotherapy Study, the authors demonstrate how it can better evaluate treatment efficacy and handle data from participants who experienced adverse reactions or were lost to follow-up, ultimately creating a more comprehensive understanding of treatment outcomes.

Article Abstract

The evaluation of double-blind, placebo-controlled food challenges (DBPCFC) generally focuses on a participant passing a challenge at a predetermined dose, and does not consider the dose of reaction for those who fail or are censored due to study discontinuation. Further, a number of food allergy trials have incorporated multiple DBPCFCs throughout the duration of the study in order to evaluate changes in reaction over time including sustained unresponsiveness from treatment. Outcomes arising from these trials are commonly modeled using Chi-squared or Fisher's exact tests at each time point. We propose applying time-to-event methodology to food allergy trials in order to exploit the inherent granularity of challenge outcomes that additionally accommodates repeated DBPCFCs. Specifically, we consider dose-to-failure for each study challenge and extend the cumulative tolerated dose across challenges to result in a dose-time axis. A discrete time-to-event framework is applied to the dose-time outcome to assess the efficacy of treatment across the entire study period. We illustrate ideas with data from the Peanut Oral Immunotherapy Study: Safety, Efficacy and Discovery (POISED) trial, conducted at Stanford University, which evaluated the efficacy of oral immunotherapy on desensitization and sustained unresponsiveness in peanut allergic children and adults. We demonstrate the advantages of time-to-event approaches for assessing the efficacy of treatment over time and incorporating information for those who failed or were lost to follow up. Further, we introduce a dose-time outcome that is interpretable to clinicians and allows for examination of such outcomes over time.

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Source
http://dx.doi.org/10.1002/sim.9019DOI Listing

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