Trait-relevant tissues and transcriptome imputation
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Prioritize druggable genes for phenotypes of interest
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Joint analysis of TWAS and co-localization
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Gene expression-based risk prediction
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Analysis overview
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Polygenic Risk Score
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Risk discrimination and group stratification
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Phenome-wide scans for established drug targets
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Take-home message
Description:
Explore a 39-minute lecture from the Medical and Population Genetics Primer series at the Broad Institute, focusing on individual-level tissue-specific imputed transcriptomes in drug target prioritization and disease risk prediction. Delve into complex trait genetics, covering topics such as trait-relevant tissues, transcriptome imputation, druggable gene prioritization, and gene expression-based risk prediction. Learn about the joint analysis of Transcriptome-Wide Association Studies (TWAS) and co-localization, as well as Polygenic Risk Scores and their applications in risk discrimination and group stratification. Gain insights into phenome-wide scans for established drug targets and understand the key takeaways from this comprehensive overview of cutting-edge genetic research techniques.
Individual-level Tissue-Specific Imputed Transcriptomes in Drug Target Prioritization and Disease Risk Prediction