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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
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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. |
format | Online Article Text |
id | pubmed-7219210 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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