Evidence map›Paper›PMID 31547691›Full record

ArticleClinical trials (London, England)2019

Evaluation of irrational dose assignment definitions using the continual reassessment method.

Nolan A Wages, Evan Bagley

Abstract read
In one paragraph

Article in Clinical trials (London, England), 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Nolan A WagesDivision of Translational Research & Applied Statistics, Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA.ORCID 0000-0002-2190-4864
Evan BagleyDepartment of Statistics, University of Virginia, Charlottesville, VA, USA.

Funding

Dose-finding designs for adoptive cell therapy trialsR03CA238966 · NCI · UNIVERSITY OF VIRGINIA · PI WAGES, NOLAN · 2019 to 2020
$162k
NCI NIH HHS R03 CA238966
6 · The paper itself

Abstract

backgroundThis article studies the notion of irrational dose assignment in Phase I clinical trials. This property was recently defined by Zhou and colleagues as a dose assignment that fails to de-escalate the dose when two out of three, three out of six, or four out of six patients have experienced a dose-limiting toxicity event at the current dose level. The authors claimed that a drawback of the well-known continual reassessment method is that it can result in irrational dose assignments. The aim of this article is to examine this definition of irrationality more closely within the conduct of the continual reassessment method.

methodsOver a broad range of assumed dose-limiting toxicity probability scenarios for six study dose levels and a variety of target dose-limiting toxicity rates, we simulated 2000 trials of

resultsAcross eight dose-toxicity scenarios, there were a total of 181,581 dose assignments made in the simulation study. Of these assignments, 8165 (4.5%) decisions were made when two out of three, three out of six, or four out of six patients had experienced a dose-limiting toxicity at the current dose. Of these 8165 decisions, 1505 (18.4%) recommended staying at the current dose level and would therefore be classified as irrational by Zhou and colleagues. Among the irrational decisions, 41.2% were misclassified, meaning they were made either at the true target dose (17.9%) or at a true underdose (23.3%). The remaining 58.8% were made at a true overdose and therefore truly irrational. Overall, irrational dose assignments comprised <1% of the total dose assignments made during the simulation study. Similar findings are reported in simulations across 100 randomly generated dose-toxicity scenarios from a recently proposed family of curves.

conclusionZhou and colleagues argue that the behavior of the continual reassessment method is disturbing due to its ability to make irrational dose assignments. These definitions are based on rules that mimic the popular 3 + 3 design, which should not be the benchmark used to construct guidelines for trial conduct of modern Phase I methods. Our study illustrates that these dose assignments occur very seldom in the continual reassessment method and that even when they do occur, they can often be considered sensible when accounting for all accumulated data in the study.

Indexed as

Dose-Response Relationship, DrugMaximum Tolerated DoseModels, StatisticalClinical Trials, Phase I as TopicDrug-Related Side Effects and Adverse ReactionsHumansResearch Designcontinual reassessment methodDose-findingirrational dose assignmentPhase I

Identifiers

PMID31547691
PMCPMC6904537

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.