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Phase I/II adaptive design for drug combination oncology trials
- Source :
- Statistics in Medicine. 33:1990-2003
- Publication Year :
- 2014
- Publisher :
- Wiley, 2014.
-
Abstract
- Existing statistical methodology on dose finding for combination chemotherapies has focused on toxicity considerations alone in finding a maximum tolerated dose combination to recommend for further testing of efficacy in a phase II setting. Recently, there has been increasing interest in integrating phase I and phase II trials in order to facilitate drug development. In this article, we propose a new adaptive phase I/II method for dual-agent combinations that takes into account both toxicity and efficacy after each cohort inclusion. The primary objective, both within and at the conclusion of the trial, becomes finding a single dose combination with an acceptable level of toxicity that maximizes efficacious response. We assume that there exist monotone dose–toxicity and dose–efficacy relationships among doses of one agent when the dose of other agent is fixed. We perform extensive simulation studies that demonstrate the operating characteristics of our proposed approach, and we compare simulated results to existing methodology in phase I/II design for combinations of agents.
- Subjects :
- Statistics and Probability
Research design
Drug
Mathematical optimization
Maximum Tolerated Dose
Epidemiology
media_common.quotation_subject
Treatment outcome
Article
Toxicology
Dose finding
Clinical Trials, Phase II as Topic
Neoplasms
Antineoplastic Combined Chemotherapy Protocols
Humans
Medicine
media_common
Models, Statistical
Clinical Trials, Phase I as Topic
Dose-Response Relationship, Drug
business.industry
Treatment Outcome
Phase i ii
Drug development
Research Design
Maximum tolerated dose
Adaptive design
business
Algorithms
Subjects
Details
- ISSN :
- 02776715
- Volume :
- 33
- Database :
- OpenAIRE
- Journal :
- Statistics in Medicine
- Accession number :
- edsair.doi.dedup.....905f5ff16e8d6c0666b2e0ed9fc1cd80