Back to Search Start Over

A comprehensive overview of Infinium Human Methylation450 data processing

Authors :
Dedeurwaerder, Sarah
Defrance, Matthieu
Bizet, Martin
Calonne, Emilie
Bontempi, Gianluca
Fuks, François
Source :
Briefings in bioinformatics, 15 (6
Publication Year :
2014

Abstract

Infinium HumanMethylation450 beadarray is a popular technology to explore DNA methylomes in health and disease, and there is a current explosion in the use of this technique. Despite experience acquired from gene expression microarrays, analyzing Infinium Methylation arrays appeared more complex than initially thought and several difficulties have been encountered, as those arrays display specific features that need to be taken into consideration during data processing. Here, we review several issues that have been highlighted by the scientific community, and we present an overview of the general data processing scheme and an evaluation of the different normalization methods available to date to guide the 450K users in their analysis and data interpretation.<br />SCOPUS: ar.j<br />info:eu-repo/semantics/published

Details

Language :
English
Database :
OpenAIRE
Journal :
Briefings in bioinformatics, 15 (6
Accession number :
edsair.od......2101..1b24ac35b6b0a0f076a5979562e3fb24