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A comprehensive overview of Infinium HumanMethylation450 data processing

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 tha...

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Autores principales: Dedeurwaerder, Sarah, Defrance, Matthieu, Bizet, Martin, Calonne, Emilie, Bontempi, Gianluca, Fuks, François
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4239800/
https://www.ncbi.nlm.nih.gov/pubmed/23990268
http://dx.doi.org/10.1093/bib/bbt054
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author Dedeurwaerder, Sarah
Defrance, Matthieu
Bizet, Martin
Calonne, Emilie
Bontempi, Gianluca
Fuks, François
author_facet Dedeurwaerder, Sarah
Defrance, Matthieu
Bizet, Martin
Calonne, Emilie
Bontempi, Gianluca
Fuks, François
author_sort Dedeurwaerder, Sarah
collection PubMed
description 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.
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spelling pubmed-42398002014-11-21 A comprehensive overview of Infinium HumanMethylation450 data processing Dedeurwaerder, Sarah Defrance, Matthieu Bizet, Martin Calonne, Emilie Bontempi, Gianluca Fuks, François Brief Bioinform Papers 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. Oxford University Press 2014-11 2013-08-29 /pmc/articles/PMC4239800/ /pubmed/23990268 http://dx.doi.org/10.1093/bib/bbt054 Text en © The Author 2013. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/3.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Papers
Dedeurwaerder, Sarah
Defrance, Matthieu
Bizet, Martin
Calonne, Emilie
Bontempi, Gianluca
Fuks, François
A comprehensive overview of Infinium HumanMethylation450 data processing
title A comprehensive overview of Infinium HumanMethylation450 data processing
title_full A comprehensive overview of Infinium HumanMethylation450 data processing
title_fullStr A comprehensive overview of Infinium HumanMethylation450 data processing
title_full_unstemmed A comprehensive overview of Infinium HumanMethylation450 data processing
title_short A comprehensive overview of Infinium HumanMethylation450 data processing
title_sort comprehensive overview of infinium humanmethylation450 data processing
topic Papers
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4239800/
https://www.ncbi.nlm.nih.gov/pubmed/23990268
http://dx.doi.org/10.1093/bib/bbt054
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