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Continual reassessment method for dose escalation clinical trials in oncology:A comparison of prior skeleton approaches using AZD3514 data
- Source :
- James, G D, Symeonides, S N, Marshall, J, Young, J & Clack, G 2016, ' Continual reassessment method for dose escalation clinical trials in oncology : A comparison of prior skeleton approaches using AZD3514 data ', BMC Cancer, vol. 16, no. 1, 703 . https://doi.org/10.1186/s12885-016-2702-6, BMC Cancer
- Publication Year :
- 2016
-
Abstract
- Background The continual reassessment method (CRM) requires an underlying model of the dose-toxicity relationship (“prior skeleton”) and there is limited guidance of what this should be when little is known about this association. In this manuscript the impact of applying the CRM with different prior skeleton approaches and the 3 + 3 method are compared in terms of ability to determine the true maximum tolerated dose (MTD) and number of patients allocated to sub-optimal and toxic doses. Methods Post-hoc dose-escalation analyses on real-life clinical trial data on an early oncology compound (AZD3514), using the 3 + 3 method and CRM using six different prior skeleton approaches. Results All methods correctly identified the true MTD. The 3 + 3 method allocated six patients to both sub-optimal and toxic doses. All CRM approaches allocated four patients to sub-optimal doses. No patients were allocated to toxic doses from sigmoidal, two from conservative and five from other approaches. Conclusions Prior skeletons for the CRM for phase 1 clinical trials are proposed in this manuscript and applied to a real clinical trial dataset. Highly accurate initial skeleton estimates may not be essential to determine the true MTD, and, as expected, all CRM methods out-performed the 3 + 3 method. There were differences in performance between skeletons. The choice of skeleton should depend on whether minimizing the number of patients allocated to suboptimal or toxic doses is more important. Trial registration NCT01162395, Trial date of first registration: July 13, 2010. Electronic supplementary material The online version of this article (doi:10.1186/s12885-016-2702-6) contains supplementary material, which is available to authorized users.
- Subjects :
- Oncology
Male
medicine.medical_specialty
Cancer Research
Maximum Tolerated Dose
Phases of clinical research
Antineoplastic Agents
Phase 1
01 natural sciences
Bayesian
Continual reassessment method
010104 statistics & probability
03 medical and health sciences
0302 clinical medicine
Internal medicine
medicine
Dose escalation
Genetics
Humans
Computer Simulation
0101 mathematics
Skeleton
Clinical Trials, Phase I as Topic
Dose-Response Relationship, Drug
business.industry
Androgen Antagonists
Bayes Theorem
Models, Theoretical
Skeleton (computer programming)
Clinical trial
Pyridazines
Prostatic Neoplasms, Castration-Resistant
030220 oncology & carcinogenesis
Maximum tolerated dose
business
Algorithms
Research Article
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- James, G D, Symeonides, S N, Marshall, J, Young, J & Clack, G 2016, ' Continual reassessment method for dose escalation clinical trials in oncology : A comparison of prior skeleton approaches using AZD3514 data ', BMC Cancer, vol. 16, no. 1, 703 . https://doi.org/10.1186/s12885-016-2702-6, BMC Cancer
- Accession number :
- edsair.doi.dedup.....e83b28ca4323fd896fb796fd92e95fd1