Literature DB >> 30745708

Two-stage design for phase I-II cancer clinical trials using continuous dose combinations of cytotoxic agents.

Mourad Tighiouart1.   

Abstract

We present a two-stage phase I/II design of a combination of two drugs in cancer clinical trials. The goal is to estimate safe dose combination regions with a desired level of efficacy. In stage I, conditional escalation with overdose control is used to allocate dose combinations to successive cohorts of patients and the maximum tolerated dose curve is estimated as a function of Bayes estimates of the model parameters. In stage II, we propose a Bayesian adaptive design for conducting the phase II trial to determine dose combination regions along the MTD curve with a desired level of efficacy. The methodology is evaluated by extensive simulations and application to a real trial.

Entities:  

Keywords:  Bayesian adaptive design; Cancer Phase I/II trials; Cubic Splines; Drug combination; Escalation with overdose control; Maximum tolerated dose

Year:  2018        PMID: 30745708      PMCID: PMC6368405          DOI: 10.1111/rssc.12294

Source DB:  PubMed          Journal:  J R Stat Soc Ser C Appl Stat        ISSN: 0035-9254            Impact factor:   1.680


  24 in total

1.  Dose-finding with two agents in Phase I oncology trials.

Authors:  Peter F Thall; Randall E Millikan; Peter Mueller; Sang-Joon Lee
Journal:  Biometrics       Date:  2003-09       Impact factor: 2.571

2.  A new dose-finding design for bivariate outcomes.

Authors:  Anastasia Ivanova
Journal:  Biometrics       Date:  2003-12       Impact factor: 2.571

3.  Two-dimensional dose finding in discrete dose space.

Authors:  Kai Wang; Anastasia Ivanova
Journal:  Biometrics       Date:  2005-03       Impact factor: 2.571

4.  Flexible Bayesian methods for cancer phase I clinical trials. Dose escalation with overdose control.

Authors:  Mourad Tighiouart; André Rogatko; James S Babb
Journal:  Stat Med       Date:  2005-07-30       Impact factor: 2.373

5.  A hierarchical Bayesian design for phase I trials of novel combinations of cancer therapeutic agents.

Authors:  Thomas M Braun; Shufang Wang
Journal:  Biometrics       Date:  2010-09       Impact factor: 2.571

6.  Dose-finding based on efficacy-toxicity trade-offs.

Authors:  Peter F Thall; John D Cook
Journal:  Biometrics       Date:  2004-09       Impact factor: 2.571

7.  Phase I dose escalation, pharmacokinetic and pharmacodynamic study of naptumomab estafenatox alone in patients with advanced cancer and with docetaxel in patients with advanced non-small-cell lung cancer.

Authors:  Hossein Borghaei; Katherine Alpaugh; Gunnar Hedlund; Göran Forsberg; Corey Langer; Andre Rogatko; Robert Hawkins; Svein Dueland; Ulrik Lassen; Roger B Cohen
Journal:  J Clin Oncol       Date:  2009-07-27       Impact factor: 44.544

8.  The bivariate continual reassessment method. extending the CRM to phase I trials of two competing outcomes.

Authors:  Thomas M Braun
Journal:  Control Clin Trials       Date:  2002-06

9.  Individualized patient dosing in phase I clinical trials: the role of escalation with overdose control in PNU-214936.

Authors:  Jonathan D Cheng; James S Babb; Corey Langer; Steinar Aamdal; Francisco Robert; Lars Rupert Engelhardt; Olov Fernberg; Joan Schiller; Goran Forsberg; R Katherine Alpaugh; Louis M Weiner; André Rogatko
Journal:  J Clin Oncol       Date:  2004-02-15       Impact factor: 44.544

Review 10.  Dose escalation methods in phase I cancer clinical trials.

Authors:  Christophe Le Tourneau; J Jack Lee; Lillian L Siu
Journal:  J Natl Cancer Inst       Date:  2009-05-12       Impact factor: 13.506

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  3 in total

1.  A nonparametric Bayesian method for dose finding in drug combinations cancer trials.

Authors:  Zahra S Razaee; Galen Cook-Wiens; Mourad Tighiouart
Journal:  Stat Med       Date:  2022-01-25       Impact factor: 2.373

2.  A dose-finding design for dual-agent trials with patient-specific doses for one agent with application to an opiate detoxification trial.

Authors:  Pavel Mozgunov; Suzie Cro; Anne Lingford-Hughes; Louise M Paterson; Thomas Jaki
Journal:  Pharm Stat       Date:  2021-12-10       Impact factor: 1.894

3.  A Bayesian seamless phase I-II trial design with two stages for cancer clinical trials with drug combinations.

Authors:  José L Jiménez; Sungjin Kim; Mourad Tighiouart
Journal:  Biom J       Date:  2020-03-09       Impact factor: 2.207

  3 in total

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