A compendium of uniformly processed human gene expression and splicing quantitative trait loci

被引:161
|
作者
Kerimov, Nurlan [1 ,2 ]
Hayhurst, James D. [2 ,3 ]
Peikova, Kateryna [1 ]
Manning, Jonathan R. [2 ,3 ]
Walter, Peter [3 ]
Kolberg, Liis [1 ]
Samovica, Marija [1 ]
Sakthivel, Manoj Pandian [2 ,3 ]
Kuzmin, Ivan [1 ]
Trevanion, Stephen J. [2 ,3 ]
Burdett, Tony [2 ,3 ]
Jupp, Simon [2 ,3 ]
Parkinson, Helen [2 ,3 ]
Papatheodorou, Irene [2 ,3 ]
Yates, Andrew D. [2 ,3 ]
Zerbino, Daniel R. [2 ,3 ]
Alasoo, Kaur [1 ,2 ]
机构
[1] Univ Tartu, Inst Comp Sci, Tartu, Estonia
[2] Wellcome Genome Campus, Open Targets, Cambridge, England
[3] European Bioinformat Inst, European Mol Biol Lab, Cambridge, England
基金
英国惠康基金; 欧盟地平线“2020”;
关键词
GENOME-WIDE ASSOCIATION; FUNCTIONAL VARIATION; MESSENGER-RNA; R-PACKAGE; TRANSCRIPTOME; THOUSANDS; TISSUES; DISEASE; MAP;
D O I
10.1038/s41588-021-00924-w
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Many gene expression quantitative trait locus (eQTL) studies have published their summary statistics, which can be used to gain insight into complex human traits by downstream analyses, such as fine mapping and co-localization. However, technical differences between these datasets are a barrier to their widespread use. Consequently, target genes for most genome-wide association study (GWAS) signals have still not been identified. In the present study, we present the eQTL Catalogue (), a resource of quality-controlled, uniformly re-computed gene expression and splicing QTLs from 21 studies. We find that, for matching cell types and tissues, the eQTL effect sizes are highly reproducible between studies. Although most QTLs were shared between most bulk tissues, we identified a greater diversity of cell-type-specific QTLs from purified cell types, a subset of which also manifested as new disease co-localizations. Our summary statistics are freely available to enable the systematic interpretation of human GWAS associations across many cell types and tissues. The eQTL Catalogue provides uniform processing of 21 eQTL studies, allowing the identification of highly reproducible eQTLs affecting whole gene and transcript expression levels.
引用
收藏
页码:1290 / +
页数:28
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