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Resources for methylome analysis suitable for gene knockout studies of potential epigenome modifiers

BACKGROUND: Methylated DNA immunoprecipitation (MeDIP) is a popular enrichment based method and can be combined with sequencing (termed MeDIP-seq) to interrogate the methylation status of cytosines across entire genomes. However, quality control and analysis of MeDIP-seq data have remained to be a c...

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Autores principales: Wilson, Gareth A, Dhami, Pawandeep, Feber, Andrew, Cortázar, Daniel, Suzuki, Yuka, Schulz, Reiner, Schär, Primo, Beck, Stephan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3617451/
https://www.ncbi.nlm.nih.gov/pubmed/23587164
http://dx.doi.org/10.1186/2047-217X-1-3
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author Wilson, Gareth A
Dhami, Pawandeep
Feber, Andrew
Cortázar, Daniel
Suzuki, Yuka
Schulz, Reiner
Schär, Primo
Beck, Stephan
author_facet Wilson, Gareth A
Dhami, Pawandeep
Feber, Andrew
Cortázar, Daniel
Suzuki, Yuka
Schulz, Reiner
Schär, Primo
Beck, Stephan
author_sort Wilson, Gareth A
collection PubMed
description BACKGROUND: Methylated DNA immunoprecipitation (MeDIP) is a popular enrichment based method and can be combined with sequencing (termed MeDIP-seq) to interrogate the methylation status of cytosines across entire genomes. However, quality control and analysis of MeDIP-seq data have remained to be a challenge. RESULTS: We report genome-wide DNA methylation profiles of wild type (wt) and mutant mouse cells, comprising 3 biological replicates of Thymine DNA glycosylase (Tdg) knockout (KO) embryonic stem cells (ESCs), in vitro differentiated neural precursor cells (NPCs) and embryonic fibroblasts (MEFs). The resulting 18 methylomes were analysed with MeDUSA (Methylated DNA Utility for Sequence Analysis), a novel MeDIP-seq computational analysis pipeline for the identification of differentially methylated regions (DMRs). The observed increase of hypermethylation in MEF promoter-associated CpG islands supports a previously proposed role for Tdg in the protection of regulatory regions from epigenetic silencing. Further analysis of genes and regions associated with the DMRs by gene ontology, pathway, and ChIP analyses revealed further insights into Tdg function, including an association of TDG with low-methylated distal regulatory regions. CONCLUSIONS: We demonstrate that MeDUSA is able to detect both large-scale changes between cells from different stages of differentiation and also small but significant changes between the methylomes of cells that only differ in the KO of a single gene. These changes were validated utilising publicly available datasets and confirm TDG's function in the protection of regulatory regions from epigenetic silencing.
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spelling pubmed-36174512013-04-11 Resources for methylome analysis suitable for gene knockout studies of potential epigenome modifiers Wilson, Gareth A Dhami, Pawandeep Feber, Andrew Cortázar, Daniel Suzuki, Yuka Schulz, Reiner Schär, Primo Beck, Stephan Gigascience Research BACKGROUND: Methylated DNA immunoprecipitation (MeDIP) is a popular enrichment based method and can be combined with sequencing (termed MeDIP-seq) to interrogate the methylation status of cytosines across entire genomes. However, quality control and analysis of MeDIP-seq data have remained to be a challenge. RESULTS: We report genome-wide DNA methylation profiles of wild type (wt) and mutant mouse cells, comprising 3 biological replicates of Thymine DNA glycosylase (Tdg) knockout (KO) embryonic stem cells (ESCs), in vitro differentiated neural precursor cells (NPCs) and embryonic fibroblasts (MEFs). The resulting 18 methylomes were analysed with MeDUSA (Methylated DNA Utility for Sequence Analysis), a novel MeDIP-seq computational analysis pipeline for the identification of differentially methylated regions (DMRs). The observed increase of hypermethylation in MEF promoter-associated CpG islands supports a previously proposed role for Tdg in the protection of regulatory regions from epigenetic silencing. Further analysis of genes and regions associated with the DMRs by gene ontology, pathway, and ChIP analyses revealed further insights into Tdg function, including an association of TDG with low-methylated distal regulatory regions. CONCLUSIONS: We demonstrate that MeDUSA is able to detect both large-scale changes between cells from different stages of differentiation and also small but significant changes between the methylomes of cells that only differ in the KO of a single gene. These changes were validated utilising publicly available datasets and confirm TDG's function in the protection of regulatory regions from epigenetic silencing. BioMed Central 2012-07-12 /pmc/articles/PMC3617451/ /pubmed/23587164 http://dx.doi.org/10.1186/2047-217X-1-3 Text en Copyright © 2012 Wilson et al; 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.
spellingShingle Research
Wilson, Gareth A
Dhami, Pawandeep
Feber, Andrew
Cortázar, Daniel
Suzuki, Yuka
Schulz, Reiner
Schär, Primo
Beck, Stephan
Resources for methylome analysis suitable for gene knockout studies of potential epigenome modifiers
title Resources for methylome analysis suitable for gene knockout studies of potential epigenome modifiers
title_full Resources for methylome analysis suitable for gene knockout studies of potential epigenome modifiers
title_fullStr Resources for methylome analysis suitable for gene knockout studies of potential epigenome modifiers
title_full_unstemmed Resources for methylome analysis suitable for gene knockout studies of potential epigenome modifiers
title_short Resources for methylome analysis suitable for gene knockout studies of potential epigenome modifiers
title_sort resources for methylome analysis suitable for gene knockout studies of potential epigenome modifiers
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3617451/
https://www.ncbi.nlm.nih.gov/pubmed/23587164
http://dx.doi.org/10.1186/2047-217X-1-3
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