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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2014
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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. |
format | Online Article Text |
id | pubmed-4239800 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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