Meta-analysis of gene-level tests for rare variant association.

Abstract:

:The majority of reported complex disease associations for common genetic variants have been identified through meta-analysis, a powerful approach that enables the use of large sample sizes while protecting against common artifacts due to population structure and repeated small-sample analyses sharing individual-level data. As the focus of genetic association studies shifts to rare variants, genes and other functional units are becoming the focus of analysis. Here we propose and evaluate new approaches for performing meta-analysis of rare variant association tests, including burden tests, weighted burden tests, variable-threshold tests and tests that allow variants with opposite effects to be grouped together. We show that our approach retains useful features from single-variant meta-analysis approaches and demonstrate its use in a study of blood lipid levels in ∼18,500 individuals genotyped with exome arrays.

journal_name

Nat Genet

journal_title

Nature genetics

authors

Liu DJ,Peloso GM,Zhan X,Holmen OL,Zawistowski M,Feng S,Nikpay M,Auer PL,Goel A,Zhang H,Peters U,Farrall M,Orho-Melander M,Kooperberg C,McPherson R,Watkins H,Willer CJ,Hveem K,Melander O,Kathiresan S,Abecasis GR

doi

10.1038/ng.2852

subject

Has Abstract

pub_date

2014-02-01 00:00:00

pages

200-4

issue

2

eissn

1061-4036

issn

1546-1718

pii

ng.2852

journal_volume

46

pub_type

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