Evidence map›Paper›PMID 39715485›Full record

ArticleJCO precision oncology2024

Targeted-Agent Continual Reassessment Method: A Novel Bayesian Enrichment Design for Phase I Trials of Molecularly Targeted Therapies.

Clement Ma, David S Shulman, Hasan Al-Sayegh, Steven G DuBois, Wendy B London

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Article in JCO precision oncology, 2024. 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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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Clement MaDana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA.ORCID 0000-0002-8188-9600
David S ShulmanDana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA.
Hasan Al-SayeghDana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA.ORCID 0000-0002-0000-3266
Steven G DuBoisDana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA.ORCID 0000-0003-0882-738X
Wendy B LondonDana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, MA.ORCID 0000-0003-3571-6538

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeNovel therapies targeting specific genomic alterations are a promising treatment approach for relapsed/refractory cancer. Patients with specific alterations may be more likely to respond. Trial designs should maximize opportunities for such patients to enroll on these trials. Existing designs do not enrich for patients with specific alterations. We developed the adaptive Targeted Agent-Continual Reassessment Method (TARGET-CRM) to optimize dose finding and enrich for patients with specific alterations, and applied it in a pediatric phase I trial.

methodsPatients were stratified to cohort A (unspecified tumors) or cohort B (rare genomic alterations). The TARGET-CRM design permits cohort B patients to immediately enroll at one dose level below the currently evaluated dose level instead of waiting for an open slot at the current dose level. Using simulations, we compared the operating characteristics (accuracy-the proportion of trials in which the true maximum tolerated dose [MTD] was identified/recommended; safety-the dose-limiting toxicity [DLT] rate; the proportion of cohort B patients enrolled) of the TARGET-CRM, standard CRM, and 3 + 3 designs across various scenarios.

resultsThe proportion of enrolled patients who were cohort B was higher for TARGET-CRM (90%-100%) compared with CRM (approximately 85%) and 3 + 3 (approximately 79%). The DLT rate and rate the true MTD was recommended were similar for TARGET-CRM and CRM, differing by only 0%-4% and 0%-4%, respectively. Results were similar regardless of trial sample size and proportion of cohort B patients in the population.

conclusionIn phase I dose-finding trials of targeted agents, the Bayesian adaptive TARGET-CRM design maximizes enrollment of patients hypothesized as most likely to benefit from the targeted agent, while maintaining similar or superior accuracy and safety as the CRM and 3 + 3 designs.

Indexed as

Bayes TheoremComputer SimulationMolecular Targeted TherapyAdaptive Clinical Trials as TopicChildClinical Trials, Phase I as TopicHumansMaximum Tolerated DoseNeoplasmsResearch Design

Identifiers

PMID39715485
PMCPMC11670905

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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.