Oct 26, 2013

Fast pairwise IBD association testing in genome-wide association studies

Bioinformatics
Buhm HanEleazar Eskin

Abstract

Recently, investigators have proposed state-of-the-art Identity-by-descent (IBD) mapping methods to detect IBD segments between purportedly unrelated individuals. The IBD information can then be used for association testing in genetic association studies. One approach for this IBD association testing strategy is to test for excessive IBD between pairs of cases ('pairwise method'). However, this approach is inefficient because it requires a large number of permutations. Moreover, a limited number of permutations define a lower bound for P-values, which makes fine-mapping of associated regions difficult because, in practice, a much larger genomic region is implicated than the region that is actually associated. In this article, we introduce a new pairwise method 'Fast-Pairwise'. Fast-Pairwise uses importance sampling to improve efficiency and enable approximation of extremely small P-values. Fast-Pairwise method takes only days to complete a genome-wide scan. In the application to the WTCCC type 1 diabetes data, Fast-Pairwise successfully fine-maps a known human leukocyte antigen gene that is known to cause the disease. Fast-Pairwise is publicly available at: http://genetics.cs.ucla.edu/graphibd.

Mentioned in this Paper

Genome-Wide Association Study
In Silico
Genome
Genetic Association Studies
HLA Antigens
Genome Mapping
Genomics
Quantitative Trait, Heritable
Nested Case-Control Studies
Diabetes Mellitus, Insulin-Dependent

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