Analytical considerations for epigenome-wide association scans of complex traits

Jordana T. Bell*

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

Abstract

Recent advances in molecular methods and next-generation sequencing technologies have allowed for the detection of epigenetic variation at an unprecedented level of resolution. With the availability of new genome-wide epigenetic assays, particularly for DNA methylation, epigenetic studies of human complex traits have moved towards epigenome-wide association scans (EWAS). Similar to genome-wide association scans (GWAS), EWAS aim to perform a genome-wide search for epigenetic variants that associate with complex phenotypes and have potential to identify novel genes and molecular pathways in common disease. However, unlike genetic variation, epigenetic variation can be dynamic, which has implications for EWAS methodology and design. This chapter discusses the analytical aspects of performing EWAS of DNA methylation changes in complex traits, as well as the potential to integrate genetic and epigenetic variation in the analysis of molecular mechanisms underlying complex phenotypes.

Original languageEnglish
Title of host publicationEpigenetics and Complex Traits
PublisherSpringer New York LLC
Pages319-338
Number of pages20
Volume9781461480785
ISBN (Electronic)9781461480785
ISBN (Print)1461480779, 9781461480778
DOIs
Publication statusPublished - 1 Jan 2013

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