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Marmal-aid – a database for Infinium HumanMethylation450

BACKGROUND: DNA methylation is indispensible for normal human genome function. Currently there is an increasingly large number of DNA methylomic data being released in the public domain allowing for an opportunity to investigate the relationships between the DNA methylome, genome function, and human...

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Autores principales: Lowe, Robert, Rakyan, Vardhman K
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3878775/
https://www.ncbi.nlm.nih.gov/pubmed/24330312
http://dx.doi.org/10.1186/1471-2105-14-359
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author Lowe, Robert
Rakyan, Vardhman K
author_facet Lowe, Robert
Rakyan, Vardhman K
author_sort Lowe, Robert
collection PubMed
description BACKGROUND: DNA methylation is indispensible for normal human genome function. Currently there is an increasingly large number of DNA methylomic data being released in the public domain allowing for an opportunity to investigate the relationships between the DNA methylome, genome function, and human phenotypes. The Illumina450K is one of the most popular platforms for assessing DNA methylation with over 10,000 samples available in the public domain. However, accessing all this data requires downloading each individual experiment and due to inconsistent annotation, accessing the right data can be a challenge. DESCRIPTION: Here we introduce ‘Marmal-aid’, the first standardised database for DNA methylation (freely available at http://marmal-aid.org). In Marmal-aid, the majority of publicly available Illumina HumanMethylation450 data is incorporated into a single repository allowing for re-processing of data including normalisation and imputation of missing values. The database is accessible in two ways: (1) Using an R package to allow for incorporation into existing analysis pipelines which can then be easily queried to gain insight into the functionality of certain CpG sites. This is aimed at a bioinformatician with experience in R. (2) Using a graphical interface allowing general biologists to query a pre-defined set of tissues (currently 15) providing a reference database of the methylation state in these tissues for the 450,000 CpG sites profiled by the Illumina HumanMethylation450. CONCLUSION: Marmal-aid is the largest publicly available Illumina HumanMethylation450 methylation database combining Illumina HumanMethylation450 data from a number of sources into a single location with a single common annotation format. This allows for automated extraction using the R package and inclusion into existing analysis pipelines. Marmal-aid also provides a easy to use GUI to visualise methylation data in user defined genomic regions for various reference tissues.
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spelling pubmed-38787752014-01-07 Marmal-aid – a database for Infinium HumanMethylation450 Lowe, Robert Rakyan, Vardhman K BMC Bioinformatics Database BACKGROUND: DNA methylation is indispensible for normal human genome function. Currently there is an increasingly large number of DNA methylomic data being released in the public domain allowing for an opportunity to investigate the relationships between the DNA methylome, genome function, and human phenotypes. The Illumina450K is one of the most popular platforms for assessing DNA methylation with over 10,000 samples available in the public domain. However, accessing all this data requires downloading each individual experiment and due to inconsistent annotation, accessing the right data can be a challenge. DESCRIPTION: Here we introduce ‘Marmal-aid’, the first standardised database for DNA methylation (freely available at http://marmal-aid.org). In Marmal-aid, the majority of publicly available Illumina HumanMethylation450 data is incorporated into a single repository allowing for re-processing of data including normalisation and imputation of missing values. The database is accessible in two ways: (1) Using an R package to allow for incorporation into existing analysis pipelines which can then be easily queried to gain insight into the functionality of certain CpG sites. This is aimed at a bioinformatician with experience in R. (2) Using a graphical interface allowing general biologists to query a pre-defined set of tissues (currently 15) providing a reference database of the methylation state in these tissues for the 450,000 CpG sites profiled by the Illumina HumanMethylation450. CONCLUSION: Marmal-aid is the largest publicly available Illumina HumanMethylation450 methylation database combining Illumina HumanMethylation450 data from a number of sources into a single location with a single common annotation format. This allows for automated extraction using the R package and inclusion into existing analysis pipelines. Marmal-aid also provides a easy to use GUI to visualise methylation data in user defined genomic regions for various reference tissues. BioMed Central 2013-12-12 /pmc/articles/PMC3878775/ /pubmed/24330312 http://dx.doi.org/10.1186/1471-2105-14-359 Text en Copyright © 2013 Lowe and Rakyan; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Database
Lowe, Robert
Rakyan, Vardhman K
Marmal-aid – a database for Infinium HumanMethylation450
title Marmal-aid – a database for Infinium HumanMethylation450
title_full Marmal-aid – a database for Infinium HumanMethylation450
title_fullStr Marmal-aid – a database for Infinium HumanMethylation450
title_full_unstemmed Marmal-aid – a database for Infinium HumanMethylation450
title_short Marmal-aid – a database for Infinium HumanMethylation450
title_sort marmal-aid – a database for infinium humanmethylation450
topic Database
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3878775/
https://www.ncbi.nlm.nih.gov/pubmed/24330312
http://dx.doi.org/10.1186/1471-2105-14-359
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