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Next-generation genotype imputation service and methods.

Authors :
Das S
Forer L
Schönherr S
Sidore C
Locke AE
Kwong A
Vrieze SI
Chew EY
Levy S
McGue M
Schlessinger D
Stambolian D
Loh PR
Iacono WG
Swaroop A
Scott LJ
Cucca F
Kronenberg F
Boehnke M
Abecasis GR
Fuchsberger C
Source :
Nature genetics [Nat Genet] 2016 Oct; Vol. 48 (10), pp. 1284-1287. Date of Electronic Publication: 2016 Aug 29.
Publication Year :
2016

Abstract

Genotype imputation is a key component of genetic association studies, where it increases power, facilitates meta-analysis, and aids interpretation of signals. Genotype imputation is computationally demanding and, with current tools, typically requires access to a high-performance computing cluster and to a reference panel of sequenced genomes. Here we describe improvements to imputation machinery that reduce computational requirements by more than an order of magnitude with no loss of accuracy in comparison to standard imputation tools. We also describe a new web-based service for imputation that facilitates access to new reference panels and greatly improves user experience and productivity.

Details

Language :
English
ISSN :
1546-1718
Volume :
48
Issue :
10
Database :
MEDLINE
Journal :
Nature genetics
Publication Type :
Academic Journal
Accession number :
27571263
Full Text :
https://doi.org/10.1038/ng.3656