Partitioning heritability by functional annotations
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Omnigenic vs. polygenic vs. monogenic inheritance
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Summary
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Explore disease mechanisms and genetic analysis in this comprehensive lecture covering genome-wide association studies (GWAS), biological insights, and complex trait analysis. Learn about Bayesian fine-mapping, sub-threshold region prioritization, and tissue-specific component partitioning. Dive deep into the FTO locus, examining its connection to obesity through a six-step analysis process that includes tissue identification, target gene establishment, and phenotypic consequences. Master concepts like quantitative trait loci analysis, mediation analysis, Mendelian randomization, and heritability in systems genetics. Understand the differences between omnigenic, polygenic, and monogenic inheritance patterns while exploring how functional annotations contribute to heritability partitioning. Access supplementary materials including detailed notes, slides, and chapter resources to enhance learning of these complex genetic concepts.
Disease Mechanism and Genetic Analysis: From GWAS to Biological Insights - Lecture 18