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Cell Specific eQTL Analysis without Sorting Cells.
- Source :
-
PLoS genetics [PLoS Genet] 2015 May 08; Vol. 11 (5), pp. e1005223. Date of Electronic Publication: 2015 May 08 (Print Publication: 2015). - Publication Year :
- 2015
-
Abstract
- The functional consequences of trait associated SNPs are often investigated using expression quantitative trait locus (eQTL) mapping. While trait-associated variants may operate in a cell-type specific manner, eQTL datasets for such cell-types may not always be available. We performed a genome-environment interaction (GxE) meta-analysis on data from 5,683 samples to infer the cell type specificity of whole blood cis-eQTLs. We demonstrate that this method is able to predict neutrophil and lymphocyte specific cis-eQTLs and replicate these predictions in independent cell-type specific datasets. Finally, we show that SNPs associated with Crohn's disease preferentially affect gene expression within neutrophils, including the archetypal NOD2 locus.
- Subjects :
- Cell Line
Crohn Disease genetics
Gene Expression Regulation
Genome-Wide Association Study methods
Humans
Lymphocytes metabolism
Neutrophils metabolism
Nod2 Signaling Adaptor Protein genetics
Nod2 Signaling Adaptor Protein metabolism
Phenotype
Principal Component Analysis
Reproducibility of Results
Lymphocytes cytology
Neutrophils cytology
Polymorphism, Single Nucleotide
Quantitative Trait Loci
Subjects
Details
- Language :
- English
- ISSN :
- 1553-7404
- Volume :
- 11
- Issue :
- 5
- Database :
- MEDLINE
- Journal :
- PLoS genetics
- Publication Type :
- Academic Journal
- Accession number :
- 25955312
- Full Text :
- https://doi.org/10.1371/journal.pgen.1005223