Estimation of magnitude in gene-environment interactions in the presence of measurement error

被引:54
作者
Wong, MY
Day, NE [1 ]
Luan, JA
Wareham, NJ
机构
[1] Univ Cambridge, Strangeways Res Lab, Inst Publ Hlth, Cambridge CB1 8RN, England
[2] Hong Kong Univ Sci & Technol, Dept Math, Hong Kong, Hong Kong, Peoples R China
[3] Univ Cambridge, Inst Publ Hlth, Dept Publ Hlth & Primary Care, Cambridge CB2 2SR, England
关键词
genotype; environmental exposure; gene-environment interaction; measurement error model;
D O I
10.1002/sim.1662
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
The design of studies aimed at identifying the interaction between genetic and environmental determinants in disease risk is attracting increased attention. In this paper, we study the effect of errors on measuring exposures and the effect of assessing genotype at one locus on the association of a continuous outcome measure with continuous exposures and genotype. The estimation of misclassification errors in assessing genotypes from a separate study is proposed. If the exposure measurement error is substantial, then even relatively small errors in genotyping within limits that are often quoted can have an appreciable effect on interaction estimates. We, thus, consider a method for correcting the measurement errors when the interaction between the exposures and the genetic factor is significant. Finally, we present an epidemiological example to demonstrate the importance of correcting measurement errors. Copyright (C) 2004 John Wiley Sons, Ltd.
引用
收藏
页码:987 / 998
页数:12
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