A method for therapeutic dose selection in a phase II clinical trial using contrast statistics

被引:7
作者
Wakana, Akira
Yoshimura, Isao
Hamada, Chikuma
机构
[1] Tokyo Univ Sci, Grad Sch Engn, Yoshimura Lab, Shinjuku Ku, Tokyo 1628601, Japan
[2] Tokyo Univ Sci, Fac Engn, Shinjuku Ku, Tokyo 1628601, Japan
关键词
clinical trial; phase II; dose-response; contrast; response pattern; therapeutic dose;
D O I
10.1002/sim.2552
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
This paper proposes a statistical method for determining the therapeutic dose of a test drug in a confirmatory clinical trial based on a phase II clinical trial using 3 or 4 doses of the drug. This method assumes the primary variable has a normal distribution with a common variance, that a test-drug effect is seen when the population means show a response pattern indicating a monotonic increase with dose, and that there is a prior distribution for the population means. Under the proposed method, multiple contrast statistics are determined, such as contrast statistics for linear increase and plateau, and a response pattern is selected based on the maximum contrast statistic. The posterior probability that the selected response pattern is the true one is evaluated, and if this exceeds the cut-off value a therapeutic dose is selected based on the estimated response pattern. To select the appropriate cut-off value, a simulation study was conducted using a loss function for which the loss due to overestimation is greater than the loss due to underestimation. It was found that, as a rule, the appropriate cut-off value to reduce the expected loss for various response patterns is 0.75 for a 3-group trial and, 0.70 for a 4-group trial. Using these cut-off values, the proposed method was applied to a previous clinical trial of a leukotriene receptor antagonist in patients with bronchial asthma. The method enabled the selection of what are considered appropriate response patterns and a therapeutic dose. Thus, the proposed method appears reasonable. Copyright (c) 2006 John Wiley & Sons, Ltd.
引用
收藏
页码:498 / 511
页数:14
相关论文
共 20 条
[1]   EFFICIENT UTILIZATION OF NON-NUMERICAL INFORMATION IN QUANTITATIVE-ANALYSIS - GENERAL-THEORY AND CASE OF SIMPLE ORDER [J].
ABELSON, RP ;
TUKEY, JW .
ANNALS OF MATHEMATICAL STATISTICS, 1963, 34 (04) :1347-&
[2]  
Bretz F, 2004, METHOD INFORM MED, V43, P457
[3]   Combining multiple comparisons and modeling techniques in dose-response studies [J].
Bretz, F ;
Pinheiro, JC ;
Branson, M .
BIOMETRICS, 2005, 61 (03) :738-748
[4]  
Bretz F, 2001, J Biopharm Stat, V11, P193, DOI 10.1081/BIP-100107657
[5]  
Bretz F, 2001, BIOMETRICAL J, V43, P645, DOI 10.1002/1521-4036(200109)43:5<645::AID-BIMJ645>3.0.CO
[6]  
2-F
[7]   MULTIPLE TEST PROCEDURES IN CLINICAL DOSE FINDING STUDIES [J].
BUDDE, M ;
BAUER, P .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1989, 84 (407) :792-796
[8]   Numerical evaluation of singular multivariate normal distributions [J].
Genz, A ;
Kwong, KS .
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2000, 68 (01) :1-21
[9]  
HIROTSU C, 1979, REP STATIST APPL RES, V26, P12
[10]  
Källén A, 1999, STAT MED, V18, P629