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Ewastools: Infinium Human Methylation BeadChip pipeline for population epigenetics integrated into Galaxy

BACKGROUND: Infinium Human Methylation BeadChip is an array platform for complex evaluation of DNA methylation at an individual CpG locus in the human genome based on Illumina’s bead technology and is one of the most common techniques used in epigenome-wide association studies. Finding associations...

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Autores principales: Murat, Katarzyna, Grüning, Björn, Poterlowicz, Paulina Wiktoria, Westgate, Gillian, Tobin, Desmond J, Poterlowicz, Krzysztof
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7219210/
https://www.ncbi.nlm.nih.gov/pubmed/32401319
http://dx.doi.org/10.1093/gigascience/giaa049
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author Murat, Katarzyna
Grüning, Björn
Poterlowicz, Paulina Wiktoria
Westgate, Gillian
Tobin, Desmond J
Poterlowicz, Krzysztof
author_facet Murat, Katarzyna
Grüning, Björn
Poterlowicz, Paulina Wiktoria
Westgate, Gillian
Tobin, Desmond J
Poterlowicz, Krzysztof
author_sort Murat, Katarzyna
collection PubMed
description BACKGROUND: Infinium Human Methylation BeadChip is an array platform for complex evaluation of DNA methylation at an individual CpG locus in the human genome based on Illumina’s bead technology and is one of the most common techniques used in epigenome-wide association studies. Finding associations between epigenetic variation and phenotype is a significant challenge in biomedical research. The newest version, HumanMethylationEPIC, quantifies the DNA methylation level of 850,000 CpG sites, while the previous versions, HumanMethylation450 and HumanMethylation27, measured >450,000 and 27,000 loci, respectively. Although a number of bioinformatics tools have been developed to analyse this assay, they require some programming skills and experience in order to be usable. RESULTS: We have developed a pipeline for the Galaxy platform for those without experience aimed at DNA methylation analysis using the Infinium Human Methylation BeadChip. Our tool is integrated into Galaxy (http://galaxyproject.org), a web-based platform. This allows users to analyse data from the Infinium Human Methylation BeadChip in the easiest possible way. CONCLUSIONS: The pipeline provides a group of integrated analytical methods wrapped into an easy-to-use interface. Our tool is available from the Galaxy ToolShed, GitHub repository, and also as a Docker image. The aim of this project is to make Infinium Human Methylation BeadChip analysis more flexible and accessible to everyone.
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spelling pubmed-72192102020-05-18 Ewastools: Infinium Human Methylation BeadChip pipeline for population epigenetics integrated into Galaxy Murat, Katarzyna Grüning, Björn Poterlowicz, Paulina Wiktoria Westgate, Gillian Tobin, Desmond J Poterlowicz, Krzysztof Gigascience Technical Note BACKGROUND: Infinium Human Methylation BeadChip is an array platform for complex evaluation of DNA methylation at an individual CpG locus in the human genome based on Illumina’s bead technology and is one of the most common techniques used in epigenome-wide association studies. Finding associations between epigenetic variation and phenotype is a significant challenge in biomedical research. The newest version, HumanMethylationEPIC, quantifies the DNA methylation level of 850,000 CpG sites, while the previous versions, HumanMethylation450 and HumanMethylation27, measured >450,000 and 27,000 loci, respectively. Although a number of bioinformatics tools have been developed to analyse this assay, they require some programming skills and experience in order to be usable. RESULTS: We have developed a pipeline for the Galaxy platform for those without experience aimed at DNA methylation analysis using the Infinium Human Methylation BeadChip. Our tool is integrated into Galaxy (http://galaxyproject.org), a web-based platform. This allows users to analyse data from the Infinium Human Methylation BeadChip in the easiest possible way. CONCLUSIONS: The pipeline provides a group of integrated analytical methods wrapped into an easy-to-use interface. Our tool is available from the Galaxy ToolShed, GitHub repository, and also as a Docker image. The aim of this project is to make Infinium Human Methylation BeadChip analysis more flexible and accessible to everyone. Oxford University Press 2020-05-13 /pmc/articles/PMC7219210/ /pubmed/32401319 http://dx.doi.org/10.1093/gigascience/giaa049 Text en © The Author(s) 2020. Published by Oxford University Press. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Technical Note
Murat, Katarzyna
Grüning, Björn
Poterlowicz, Paulina Wiktoria
Westgate, Gillian
Tobin, Desmond J
Poterlowicz, Krzysztof
Ewastools: Infinium Human Methylation BeadChip pipeline for population epigenetics integrated into Galaxy
title Ewastools: Infinium Human Methylation BeadChip pipeline for population epigenetics integrated into Galaxy
title_full Ewastools: Infinium Human Methylation BeadChip pipeline for population epigenetics integrated into Galaxy
title_fullStr Ewastools: Infinium Human Methylation BeadChip pipeline for population epigenetics integrated into Galaxy
title_full_unstemmed Ewastools: Infinium Human Methylation BeadChip pipeline for population epigenetics integrated into Galaxy
title_short Ewastools: Infinium Human Methylation BeadChip pipeline for population epigenetics integrated into Galaxy
title_sort ewastools: infinium human methylation beadchip pipeline for population epigenetics integrated into galaxy
topic Technical Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7219210/
https://www.ncbi.nlm.nih.gov/pubmed/32401319
http://dx.doi.org/10.1093/gigascience/giaa049
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