A comprehensive overview of Infinium HumanMethylation450 data processing

Brief Bioinform. 2014 Nov;15(6):929-41. doi: 10.1093/bib/bbt054. Epub 2013 Aug 29.

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.

Keywords: Epigenomics; Genome-wide DNA methylation technology.

Publication types

  • Research Support, Non-U.S. Gov't
  • Review

MeSH terms

  • Computational Biology
  • CpG Islands
  • DNA Methylation*
  • Data Interpretation, Statistical
  • Genome, Human
  • Humans
  • Oligonucleotide Array Sequence Analysis / statistics & numerical data
  • Oligonucleotide Probes
  • Polymorphism, Single Nucleotide
  • Software

Substances

  • Oligonucleotide Probes