Adaptive designs for dose-finding based on efficacy-toxicity response

被引:86
|
作者
Dragalin, V [1 ]
Fedorov, V [1 ]
机构
[1] GlaxoSmithKline Inc, BDS, SDS, Res Stat Unit, Collegeville, PA 19426 USA
关键词
adaptive design; Cox bivariate binary model; dose-finding; Gumbel logistic regression model; information matrix; optimal experimental design; optimal safe dose; phase I/II clinical trials;
D O I
10.1016/j.jspi.2005.08.005
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We propose a new adaptive procedure for dose-finding in clinical trials when both efficacy and toxicity responses are available. We model the distribution of this bivariate binary endpoint using either Gumbel bivariate logistic regression or Cox bivariate binary model. In both cases, the analytic formulae for the Fisher information matrix are obtained, that form the basis for derivation of the locally optimal and adaptive designs. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:1800 / 1823
页数:24
相关论文
共 50 条
  • [21] Embracing model-based designs for dose-finding trials
    Sharon B Love
    Sarah Brown
    Christopher J Weir
    Chris Harbron
    Christina Yap
    Birgit Gaschler-Markefski
    James Matcham
    Louise Caffrey
    Christopher McKevitt
    Sally Clive
    Charlie Craddock
    James Spicer
    Victoria Cornelius
    British Journal of Cancer, 2017, 117 : 332 - 339
  • [22] Embracing model-based designs for dose-finding trials
    Love, Sharon B.
    Brown, Sarah
    Weir, Christopher J.
    Harbron, Chris
    Yap, Christina
    Gaschler-Markefski, Birgit
    Matcham, James
    Caffrey, Louise
    McKevitt, Christopher
    Clive, Sally
    Craddock, Charlie
    Spicer, James
    Cornelius, Victoria
    BRITISH JOURNAL OF CANCER, 2017, 117 (03) : 332 - 339
  • [23] Recent developments in adaptive designs for phase I/II dose-finding studies
    Zohar, Sarah
    Chevret, Sylvie
    JOURNAL OF BIOPHARMACEUTICAL STATISTICS, 2007, 17 (06) : 1071 - 1083
  • [24] Adaptive Optimal Designs for Dose-Finding Studies with Time-to-Event Outcomes
    Ryeznik, Yevgen
    Sverdlov, Oleksandr
    Hooker, Andrew C.
    AAPS JOURNAL, 2018, 20 (01):
  • [25] Efficacy/toxicity dose-finding using hierarchical modeling for multiple populations
    Cunanan, Kristen M.
    Koopmeiners, Joseph S.
    CONTEMPORARY CLINICAL TRIALS, 2018, 71 : 162 - 172
  • [26] Would the Recommended Dose Have Been Different Using Novel Dose-Finding Designs? Comparing Dose-Finding Designs in Published Trials
    Silva, Rebecca B.
    Yap, Christina
    Carvajal, Richard
    Lee, Shing M.
    JCO PRECISION ONCOLOGY, 2021, 5 : 1024 - 1034
  • [27] RESPONSE-ADAPTIVE DOSE-FINDING UNDER MODEL UNCERTAINTY
    Bornkamp, Bjoern
    Bretz, Frank
    Dette, Holger
    Pinheiro, Jose
    ANNALS OF APPLIED STATISTICS, 2011, 5 (2B): : 1611 - 1631
  • [28] Adaptive Optimal Designs for Dose-Finding Studies with Time-to-Event Outcomes
    Yevgen Ryeznik
    Oleksandr Sverdlov
    Andrew C. Hooker
    The AAPS Journal, 20
  • [29] Continual Reassessment and Related Dose-Finding Designs
    O'Quigley, John
    Conaway, Mark
    STATISTICAL SCIENCE, 2010, 25 (02) : 202 - 216
  • [30] A BAYESIAN DOSE-FINDING DESIGN ADAPTING TO EFFICACY AND TOLERABILITY RESPONSE
    Padmanabhan, S. Krishna
    Berry, Scott
    Dragalin, Vladimir
    Krams, Michael
    JOURNAL OF BIOPHARMACEUTICAL STATISTICS, 2012, 22 (02) : 276 - 293