4.5 Article

Sample size requirements for matched case-control studies of gene-environment interaction

期刊

STATISTICS IN MEDICINE
卷 21, 期 1, 页码 35-50

出版社

JOHN WILEY & SONS LTD
DOI: 10.1002/sim.973

关键词

candidate genes; sample size; power; interaction

资金

  1. NCI NIH HHS [CA52862, CA78296] Funding Source: Medline
  2. NIEHS NIH HHS [ES10421, 5P30 ES07048-03] Funding Source: Medline

向作者/读者索取更多资源

Consideration of gene-enviromnent (G x E) interaction is becoming increasingly important in the design of new epidemiologic studies. We present a method for computing required sample size or power to detect G x E interaction in the context of three specific designs: the standard matched case-control; the case-sibling, and the case-parent designs. The method is based on computation of the expected value of the likelihood ratio test statistic, assuming that the data will be analysed using conditional logistic regression. Comparisons of required sample sizes indicate that the family-based designs (case-sibling and case-parent) generally require fewer matched sets than the case-control design to achieve the same power for detecting a G x E interaction. The case-sibling design is most efficient when studying a dominant gene, while the case-parent design is preferred for a recessive gene. Methods are also presented for computing sample size when matched sets are obtained from a stratified population, for example, when the population consists of multiple ethnic groups. A software program that implements the method is freely available, and may be downloaded from the website http://hydra.usc.edu/gxe. Copyright (C) 2002 John Wiley Sons, Ltd.

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