Longitudinal design for phase I clinical trials using the continual reassessment method

被引:16
作者
Legedza, ATR
Ibrahim, JG
机构
[1] Harvard Univ, Sch Publ Hlth, Dept Biostat, Boston, MA 02115 USA
[2] Dana Farber Canc Inst, Dept Biostat, Boston, MA 02115 USA
来源
CONTROLLED CLINICAL TRIALS | 2000年 / 21卷 / 06期
关键词
phase I clinical trial; longitudinal design; Continual Reassessment Method; maximum tolerated dose; cumulative toxicity; clearance; titration;
D O I
10.1016/S0197-2456(00)00091-X
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
The goal of phase I clinical trials is to estimate the maximum tolerated dose (MTD), the highest dose at which a specified probability of toxic response is not exceeded. However, this is not the only piece of information that is useful for the design of phase II and phase III clinical trials. Information on cumulative toxicity is important as well. To study the effect of cumulative toxicity in patients, it is necessary to examine how patients respond to multiple-dose administrations. To this end, we propose a longitudinal dose-response model that accommodates this concern, which is motivated from clearance-rate considerations and from a model proposed by Simon et al. To appropriately titrate an individual's dosage at each time period, we also propose an updating mechanism based on the Bayesian paradigm. We select individual and group MTDs using Legedza and Ibrahim's extension of O'Quigley et al.'s Continual Reassessment Method. Simulations are described to demonstrate the usefulness of our proposal. (C) Elsevier Science Inc. 2000.
引用
收藏
页码:574 / 588
页数:15
相关论文
共 6 条
[1]   ADAPTIVE REJECTION METROPOLIS SAMPLING WITHIN GIBBS SAMPLING [J].
GILKS, WR ;
BEST, NG ;
TAN, KKC .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 1995, 44 (04) :455-472
[2]  
LEGEDZA ATR, IN PRESS STAT MED
[3]   CONTINUAL REASSESSMENT METHOD - A PRACTICAL DESIGN FOR PHASE-1 CLINICAL-TRIALS IN CANCER [J].
OQUIGLEY, J ;
PEPE, M ;
FISHER, L .
BIOMETRICS, 1990, 46 (01) :33-48
[4]  
Shargel L, 1993, APPL BIOPHARMACEUTIC
[5]   Accelerated titration designs for phase I clinical trials in oncology [J].
Simon, R ;
Freidlin, B ;
Rubinstein, L ;
Arbuck, SG ;
Collins, J ;
Christian, MC .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 1997, 89 (15) :1138-1147
[6]  
Spiegelhalter DJ, WINBUGS VERSION 1 2