
Faculty, Staff and Student Publications
Publication Date
8-1-2024
Journal
Journal of Immunotherapy and Precision Oncology
Abstract
In targeted therapies and immunotherapies, the occurrence of low-grade (e.g., grade 1-2) toxicities (LGT) is common, while dose-limiting toxicities (DLT) are relatively rare. As a result, conventional phase I trial designs, solely based on DLTs and disregarding milder toxicities, are problematic when evaluating these novel therapies.
Methods: To address this issue, we propose a novel phase I design called a multiple-constraint keyboard (MC-Keyboard) that integrates multiple toxicity constraints, accounting for both DLT and LGT, for precise dose escalation and de-escalation, and identification of the maximum tolerated dose (MTD). As a model-assisted design, an important feature of MC-Keyboard is that its dose-escalation or de-escalation rule can be pretabulated and incorporated into the trial protocol before the initiation of the trial, greatly simplifying its implementation.
Results: The simulation study showed that the MC-Keyboard had high accuracy in identifying the MTD and is safer than some existing designs.
Conclusion: The MC-Keyboard provides a novel, simple, and safe approach to assessing safety and identifying the MTD for targeted therapies and immunotherapies.
Keywords
mmunotherapy, targeted therapies, dose finding, model-assisted designs, toxicity grade, multiple-toxicity constraints
DOI
10.36401/JIPO-23-35
PMID
39219992
PMCID
PMC11361345
PubMedCentral® Posted Date
8-19-2024
PubMedCentral® Full Text Version
Post-print
Published Open-Access
yes
Included in
Bioinformatics Commons, Biomedical Informatics Commons, Genetic Phenomena Commons, Medical Genetics Commons, Oncology Commons