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. 2012;74(3-4):196-204.
doi: 10.1159/000345602. Epub 2013 Apr 11.

Imputation of rare variants in next-generation association studies

Affiliations

Imputation of rare variants in next-generation association studies

Jennifer L Asimit et al. Hum Hered. 2012.

Abstract

The role of rare variants has become a focus in the search for association with complex traits. Imputation is a powerful and cost-efficient tool to access variants that have not been directly typed, but there are several challenges when imputing rare variants, most notably reference panel selection. Extensions to rare variant association tests to incorporate genotype uncertainty from imputation are discussed, as well as the use of imputed low-frequency and rare variants in the study of population isolates.

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Figures

Figure 1
Figure 1. Flow chart of the steps taken in the use of imputation in a rare variant association analysis

References

    1. Howie BN, Donnelly P, Marchini J. A Flexible and Accurate Genotype Imputation Method for the Next Generation of Genome-Wide Association Studies. PLoS Genetics. 2009;5(6):e1000529. doi:10.1371/journal.pgen.1000529. - PMC - PubMed
    1. Marchini J, Howie B. Genotype imputation for genome-wide association studies. Nature Reviews Genetics. 2010;11:499–511. - PubMed
    1. Li L, Li Y, Browning SR, Browning BL, Slater AJ, et al. Performance of Genotype Imputation for Rare Variants Identified in Exons and Flanking Regions of Genes. PLoS ONE. 2011;6(9):e24945. - PMC - PubMed
    1. Marchini J, Howie B, Myers S, McVean G, Donnelly P. A new multipoint method for genome-wide association studies via imputation of genotypes. Nature Genetics. 2007;39:906–913. - PubMed
    1. Li Y, Ding J, Abecasis GR. Mach 1.0: rapid haplotype reconstruction and missing genotype inference. American Journal of Human Genetics. 2006;79:S2290.

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