This lesson is still being designed and assembled (Pre-Alpha version)

Gene Expression QTL Analysis: Glossary

Key Points

Introduction
  • An expression quantitative trait locus (eQTL) explains part of the variation in gene expression.

  • Traditional linkage and association mapping can be applied to gene expression traits (transcripts).

  • Genetic variants, such as single nucleotide polymorphisms (SNPs), that underlie eQTL illuminate transcriptional regulation and variation.

Genetic Drivers of Pancreatic Islet Function
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Load and explore the data
Review Mapping Steps
  • To understand the key steps running a QTL mapping analysis

Mapping A Single Gene Expression Trait
  • To run a QTL analysis for expression data

Mapping Many Gene Expression Traits
Creating A Transcriptome Map
  • Transcriptome maps aid in understanding gene expression regulation.

Transcriptome Map of cis and trans eQTL
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Maximum eQTL Peaks and Nearby Genes
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Interpreting qtl2 results
  • Edit the .Rmd files not the .md files

Mediation Analysis
  • Mediation analysis investigates an intermediary between an independent variable and its effect on a dependent variable.

  • Mediation analysis is used in high-throughput genomics studies to identify molecular phenotypes, such as gene expression or methylation traits, that mediate the effect of genetic variation on disease phenotypes or other outcomes of interest.

Glossary

FIXME