Article ; Online: ColocQuiaL: a QTL-GWAS colocalization pipeline.
Bioinformatics (Oxford, England)
2022 Volume 38, Issue 18, Page(s) 4409–4411
Abstract: Summary: Identifying genomic features responsible for genome-wide association study (GWAS) signals has proven to be a difficult challenge; many researchers have turned to colocalization analysis of GWAS signals with expression quantitative trait loci ( ... ...
Abstract | Summary: Identifying genomic features responsible for genome-wide association study (GWAS) signals has proven to be a difficult challenge; many researchers have turned to colocalization analysis of GWAS signals with expression quantitative trait loci (eQTL) and splicing quantitative trait loci (sQTL) to connect GWAS signals to candidate causal genes. The ColocQuiaL pipeline provides a framework to perform these colocalization analyses at scale across the genome and returns summary files and locus visualization plots to allow for detailed review of the results. As an example, we used ColocQuiaL to perform colocalization between a recent type 2 diabetes GWAS and Genotype-Tissue Expression (GTEx) v8 single-tissue eQTL and sQTL data. Availability and implementation: ColocQuiaL is primarily written in R and is freely available on GitHub: https://github.com/bvoightlab/ColocQuiaL. |
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MeSH term(s) | Humans ; Genome-Wide Association Study/methods ; Quantitative Trait Loci ; Diabetes Mellitus, Type 2/genetics ; Genomics ; Polymorphism, Single Nucleotide ; Genetic Predisposition to Disease |
Language | English |
Publishing date | 2022-07-26 |
Publishing country | England |
Document type | Journal Article ; Research Support, N.I.H., Extramural ; Research Support, Non-U.S. Gov't |
ZDB-ID | 1422668-6 |
ISSN | 1367-4811 ; 1367-4803 |
ISSN (online) | 1367-4811 |
ISSN | 1367-4803 |
DOI | 10.1093/bioinformatics/btac512 |
Database | MEDical Literature Analysis and Retrieval System OnLINE |
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