Evaluating the Accuracy of Imputation Methods in a Five-Way Admixed Population.

Abstract:

:Genotype imputation is a powerful tool for increasing statistical power in an association analysis. Meta-analysis of multiple study datasets also requires a substantial overlap of SNPs for a successful association analysis, which can be achieved by imputation. Quality of imputed datasets is largely dependent on the software used, as well as the reference populations chosen. The accuracy of imputation of available reference populations has not been tested for the five-way admixed South African Colored (SAC) population. In this study, imputation results obtained using three freely-accessible methods were evaluated for accuracy and quality. We show that the African Genome Resource is the best reference panel for imputation of missing genotypes in samples from the SAC population, implemented via the freely accessible Sanger Imputation Server.

journal_name

Front Genet

journal_title

Frontiers in genetics

authors

Schurz H,Müller SJ,van Helden PD,Tromp G,Hoal EG,Kinnear CJ,Möller M

doi

10.3389/fgene.2019.00034

subject

Has Abstract

pub_date

2019-02-05 00:00:00

pages

34

issn

1664-8021

journal_volume

10

pub_type

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