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Published on: April 4, 2018
ExPheWas: a platform for cis-Mendelian randomization and gene-based association scans
Marc-André Legault1,2,3, Louis-Philippe Lemieux Perreault1,2, Jean-Claude Tardif1,4
1Montreal Heart Institute, Montreal, QC H1T 1C8, Canada.
ExPheWas is a new platform for gene-based phenome-wide association studies and Mendelian randomization. It links 26,616 genes to 1746 phenotypes in over 413,000 UK Biobank participants.
Area of Science:
- Genetics
- Bioinformatics
- Human Genetics
Background:
- Understanding gene-phenotype relationships is crucial for disease etiology.
- Existing tools lack comprehensive gene-based phenome-wide association study (PheWAS) and Mendelian randomization capabilities.
Purpose of the Study:
- To introduce ExPheWas, a novel gene-based PheWAS browser and platform.
- To enable gene-based Mendelian randomization analyses.
- To provide interactive data exploration tools for genetic association studies.
Main Methods:
- Developed a data repository with sex-stratified and sex-combined gene-based association results for 26,616 genes and 1746 phenotypes.
- Utilized data from up to 413,133 UK Biobank participants.
- Integrated interactive visualizations, false discovery rate control, and enrichment analysis tools.
- Implemented an interactive Mendelian randomization module using single-gene instrumental variables.
Main Results:
- ExPheWas provides a comprehensive resource linking genes to phenotypes.
- The platform facilitates exploration of genetic associations across a wide range of human traits.
- Interactive Mendelian randomization allows causal inference of gene-phenotype relationships.
Conclusions:
- ExPheWas serves as a valuable resource for researchers investigating gene-phenotype associations.
- The platform enhances the study of molecular disease etiology through gene-based PheWAS and Mendelian randomization.
- ExPheWas supports the discovery of causal genetic effects on human phenotypes.
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