Objective: Joint analysis of multiple SNP markers can be informative, but studying joint effects of haplotypes and environmental exposures is challenging. Population structure can involve both genes and exposures and a case-control study is susceptible to bias from either source of stratification. We propose a procedure that uses case-parent triad data and, though not fully robust, resists bias from population structure. Methods: Our procedure assumes that haplotypes under study have no influence on propensity to exposure. Then, under a no-interaction null hypothesis (multiplicative scale), transmission of a causative haplotype from parents to affected offspring might show distortion from Mendelian proportions but should be independent of exposure. We used this insight to develop a permutation test of no haplotype-by-exposure interaction. Results: Simulations showed that our proposed test respects the nominal Type I error rate and provides good power under a variety of scenarios. We illustrate by examining whether SNP variants in GSTP1 modify the association between maternal smoking and oral clefting. Conclusion: Our procedure offers desirable features: no need for haplotype estimation, validity under unspecified genetic main effects, tolerance to Hardy-Weinberg disequilibrium, ability to handle missing genotypes and a relatively large number of SNPs. Simulations suggest resistance to bias due to exposure-related population stratification. Copyright (C) 2010 S. Karger AG, Basel
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Harvard Univ, Clin Res Program, Childrens Hosp, Boston, MA 02115 USA
Harvard Univ, Program Genom, Childrens Hosp, Dept Med, Boston, MA 02115 USA
Harvard Univ, Sch Med, Dept Pediat, Boston, MA 02115 USAHarvard Univ, Clin Res Program, Childrens Hosp, Boston, MA 02115 USA
Guo, Chao-Yu
Cupples, Laura Adrienne
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Boston Univ, Sch Publ Hlth, Dept Biostat, Boston, MA USAHarvard Univ, Clin Res Program, Childrens Hosp, Boston, MA 02115 USA
Cupples, Laura Adrienne
Yang, Qiong
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Boston Univ, Sch Publ Hlth, Dept Biostat, Boston, MA USAHarvard Univ, Clin Res Program, Childrens Hosp, Boston, MA 02115 USA