Sample Size Calculations for Crossover Thorough QT Studies: Satisfaction of Regulatory Threshold and Assay Sensitivity

被引:11
|
作者
Anand, Suraj P. [1 ]
Murray, Sharon C. [2 ]
Koch, Gary G. [3 ]
机构
[1] N Carolina State Univ, Dept Stat, Raleigh, NC 27695 USA
[2] GlaxoSmithKline Inc, Discovery Biometr, Oncol, Res Triangle Pk, NC USA
[3] Univ N Carolina, Dept Biostat, Chapel Hill, NC USA
关键词
Correlation structure; ICH E14; Monte Carlo simulation; Power and sample size; QTc prolongation; Thorough QT; QTc study; CLINICAL-TRIALS; QT/QTC; DESIGN; POWER;
D O I
10.1080/10543400903582000
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
The cost for conducting a othorough QT/QTc studyo is substantial and an unsuccessful outcome of the study can be detrimental to the safety profile of the drug, so sample size calculations play a very important role in ensuring adequate power for a thorough QT study. Current literature offers some help in designing such studies, but these methods have limitations and mostly apply only in the context of linear mixed models with compound symmetry covariance structure. It is not evident that such models can satisfactorily be employed to represent all kinds of QTc data, and the existing literature inadequately addresses whether there is a change in sample size and power for more general covariance structures for the linear mixed models. We assess the use of some of the existing methods to design a thorough QT study through data arising from a GlaxoSmithKline (GSK)-conducted thorough QT study, and explore newer models for sample size calculation. We also provide a new method to calculate the sample size required to detect assay sensitivity with adequate power.
引用
收藏
页码:563 / 579
页数:17
相关论文
共 50 条
  • [21] SAMPLE-SIZE CALCULATIONS FOR OPHTHALMOLOGIC STUDIES
    GAUDERMAN, WJ
    BARLOW, WE
    ARCHIVES OF OPHTHALMOLOGY, 1992, 110 (05) : 690 - 692
  • [22] SAMPLE-SIZE CALCULATIONS FOR NONRANDOMIZED STUDIES
    LIPSITZ, SR
    PARZEN, M
    JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES D-THE STATISTICIAN, 1995, 44 (01) : 81 - 90
  • [23] An efficient analysis of covariance model for crossover thorough QT studies with period-specific baseline days
    Lu, Kaifeng
    PHARMACEUTICAL STATISTICS, 2013, 12 (04) : 192 - 200
  • [24] Comparison of 5 methods of QT interval measurements on electrocardiograms from a thorough QT/QTc study: effect on assay sensitivity and categorical outliers
    Salvi, Vaibhav
    Karnad, Dilip R.
    Panicker, Gopi Krishna
    Natekar, Mili
    Hingorani, Pooja
    Kerkar, Vaibhav
    Ramasamy, Arumugam
    de Vries, Michiel
    Zumbrunnen, Troy
    Kothari, Snehal
    Narula, Dhiraj
    JOURNAL OF ELECTROCARDIOLOGY, 2011, 44 (02) : 96 - 104
  • [25] An efficient analysis of covariancemodel for crossover thorough QT studies with period-specific pre-dose baselines
    Lu, Kaifeng
    PHARMACEUTICAL STATISTICS, 2014, 13 (06) : 388 - 396
  • [26] Sample Size Calculation for Thorough QT/QTc Study Considering Various Factors Related to Multiple Time Points
    Meng, Zhaoling
    Kringle, Robert
    Chen, Xun
    Zhao, Peng-Liang
    JOURNAL OF BIOPHARMACEUTICAL STATISTICS, 2010, 20 (03) : 580 - 594
  • [27] A note on sample size calculations for cluster randomised crossover trials with a fixed number of clusters
    Kelly, Thu-Lan
    Pratt, Nicole
    STATISTICS IN MEDICINE, 2019, 38 (18) : 3342 - 3345
  • [28] Effect of Number of Replicate Electrocardiograms Recorded at Each Time Point in a Thorough QT Study on Sample Size and Study Cost
    Natekar, Mili
    Hingorani, Pooja
    Gupta, Pallavi
    Karnad, Dilip R.
    Kothari, Snehal
    de Vries, Michiel
    ZumBrunnen, Troy
    Narula, Dhiraj
    JOURNAL OF CLINICAL PHARMACOLOGY, 2011, 51 (06): : 908 - 914
  • [29] On Power and Sample Size Calculation in Ethnic Sensitivity Studies
    Zhang, Wei
    Sethuraman, Venkat
    JOURNAL OF BIOPHARMACEUTICAL STATISTICS, 2011, 21 (01) : 18 - 23
  • [30] Power and sample size calculations for studies involving linear regression
    Dupont, WD
    Plummer, WD
    CONTROLLED CLINICAL TRIALS, 1998, 19 (06): : 589 - 601