Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Individual-level Tissue-Specific Imputed Transcriptomes in Drug Target Prioritization and Disease Risk Prediction

Broad Institute via YouTube

Overview

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.

Syllabus

Intro
Introduction and Background
Trait-relevant tissues and transcriptome imputation
Prioritize druggable genes for phenotypes of interest
Joint analysis of TWAS and co-localization
Gene expression-based risk prediction
Analysis overview
Polygenic Risk Score
Risk discrimination and group stratification
Phenome-wide scans for established drug targets
Take-home message

Taught by

Broad Institute

Reviews

Start your review of Individual-level Tissue-Specific Imputed Transcriptomes in Drug Target Prioritization and Disease Risk Prediction

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.