SummaryWe examine the issue of population stratification in association-mapping studies. In case-control studies of association, population subdivision or recent admixture of populations can lead to spurious associations between a phenotype and unlinked candidate loci. Using a model of sampling from a structured population, we show that if population stratification exists, it can be detected by use of unlinked marker loci. We show that the case-control–study design, using unrelated control individuals, is a valid approach for association mapping, provided that marker loci unlinked to the candidate locus are included in the study, to test for stratification. We suggest guidelines as to the number of unlinked marker loci to use
Motivation: Although population-based association mapping may be subject to the bias caused by popul...
Population stratification is always a concern in association analysis. There is a debate on the exte...
Admixture mapping is a promising new tool for discovering genes that contribute to complex traits. T...
Case-control studies are subject to the problem of population stratification, which can occur in eth...
© 2007 by World Scientific Publishing Co. Pte. Ltd. All rights reserved. Although genetic associatio...
The use, in association studies, of the forthcoming dense genomewide collection of single-nucleotide...
The use, in association studies, of the forthcoming dense genomewide collection of single-nucleotide...
Association studies in populations that are genetically heterogeneous can yield large numbers of spu...
To control for hidden population stratification in genetic-association studies, statistical methods ...
We propose a novel latent-class approach to detect and account for population stratification in a ca...
Association studies using unrelated individuals have become the most popular design for mapping comp...
Population structure has been presumed to cause many of the unreplicated disease-marker associations...
Population stratification remains an important issue in case-control studies of disease-marker assoc...
Many popular methods for exploring gene-gene interactions, including the case-only approach, rely on...
Abstract In recent years, a very large variety of statistical methodologies, at various levels of co...
Motivation: Although population-based association mapping may be subject to the bias caused by popul...
Population stratification is always a concern in association analysis. There is a debate on the exte...
Admixture mapping is a promising new tool for discovering genes that contribute to complex traits. T...
Case-control studies are subject to the problem of population stratification, which can occur in eth...
© 2007 by World Scientific Publishing Co. Pte. Ltd. All rights reserved. Although genetic associatio...
The use, in association studies, of the forthcoming dense genomewide collection of single-nucleotide...
The use, in association studies, of the forthcoming dense genomewide collection of single-nucleotide...
Association studies in populations that are genetically heterogeneous can yield large numbers of spu...
To control for hidden population stratification in genetic-association studies, statistical methods ...
We propose a novel latent-class approach to detect and account for population stratification in a ca...
Association studies using unrelated individuals have become the most popular design for mapping comp...
Population structure has been presumed to cause many of the unreplicated disease-marker associations...
Population stratification remains an important issue in case-control studies of disease-marker assoc...
Many popular methods for exploring gene-gene interactions, including the case-only approach, rely on...
Abstract In recent years, a very large variety of statistical methodologies, at various levels of co...
Motivation: Although population-based association mapping may be subject to the bias caused by popul...
Population stratification is always a concern in association analysis. There is a debate on the exte...
Admixture mapping is a promising new tool for discovering genes that contribute to complex traits. T...