The International Journal of Biostatistics · 2022 · 13 citations · 29 references
MedicineOncologyRadiation OncologyGynecologic OncologyRadiation DosimetryTreatment PlanningBayesian Clinical TrialsCancer Treatment PlanningDose SchedulingRadiation TherapyRadiation Treatment PlanningRadiobiological ModelingBayesian Phase I Trial DesignEndometrial Cancer RadiotherapyMaximum Tolerated Dose ModelingOperating Characteristics EvaluationPhase I Clinical TrialsRadiotherapy Dose PlanningSimulation StudiesTreatment Plan Optimization
This article considers the concept of designing Phase I clinical trials using both clinician- and patient-reported outcomes to adaptively allocate study participants to tolerable doses and determine the maximum tolerated dose (MTD) at the study conclusion. We describe an application of a Bayesian form of the patient-reported outcomes continual reassessment method (PRO-CRMB) in an ongoing Phase I study of adjuvant hypofractionated whole pelvis radiation therapy (WPRT) in endometrial cancer (NCT04458402). The study's primary objective is to determine the MTD per fraction of WPRT, defined by acceptable clinician- and patient-reported DLT rates. We conduct simulation studies of the operating characteristics of the design and compared them to a rule-based approach. We illustrate that the PRO-CRMB makes appropriate dose assignments during the study to give investigators and reviewers an idea of how the method behaves. In simulation studies, the PRO-CRMB demonstrates superior performance to a 5 + 2 stepwise design in terms of recommending target treatment courses and allocating patients to these courses. The design is accompanied by an easy-to-use R shiny web application to simulate operating characteristics at the design stage and sequentially update dose assignments throughout the trial's conduct.
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Amylou C. Dueck, Tito R. Mendoza, Sandra A. Mitchell et al. · JAMA Oncology · 2015 · 1K citations · Full text
Ethan Basch, Alexia Iasonos, Tiffani L. McDonough et al. · The Lancet Oncology · 2006 · 657 citations
Nursing, Oncology, Health Assessment +14
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Medicine, Oncology, Pharmacotherapy +16
Sequential Designs for Phase I Clinical Trials with Late‐Onset Toxicities
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Medicine, Biostatistics, Oncology +13