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High Resolution Detection and Analysis of CpG Dinucleotides Methylation Using MBD-Seq Technology

Methyl-CpG binding domain protein sequencing (MBD-seq) is widely used to survey DNA methylation patterns. However, the optimal experimental parameters for MBD-seq remain unclear and the data analysis remains challenging. In this study, we generated high depth MBD-seq data in MCF-7 cell and developed...

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Autores principales: Lan, Xun, Adams, Christopher, Landers, Mark, Dudas, Miroslav, Krissinger, Daniel, Marnellos, George, Bonneville, Russell, Xu, Maoxiong, Wang, Junbai, Huang, Tim H.-M., Meredith, Gavin, Jin, Victor X.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3136941/
https://www.ncbi.nlm.nih.gov/pubmed/21779396
http://dx.doi.org/10.1371/journal.pone.0022226
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author Lan, Xun
Adams, Christopher
Landers, Mark
Dudas, Miroslav
Krissinger, Daniel
Marnellos, George
Bonneville, Russell
Xu, Maoxiong
Wang, Junbai
Huang, Tim H.-M.
Meredith, Gavin
Jin, Victor X.
author_facet Lan, Xun
Adams, Christopher
Landers, Mark
Dudas, Miroslav
Krissinger, Daniel
Marnellos, George
Bonneville, Russell
Xu, Maoxiong
Wang, Junbai
Huang, Tim H.-M.
Meredith, Gavin
Jin, Victor X.
author_sort Lan, Xun
collection PubMed
description Methyl-CpG binding domain protein sequencing (MBD-seq) is widely used to survey DNA methylation patterns. However, the optimal experimental parameters for MBD-seq remain unclear and the data analysis remains challenging. In this study, we generated high depth MBD-seq data in MCF-7 cell and developed a bi-asymmetric-Laplace model (BALM) to perform data analysis. We found that optimal efficiency of MBD-seq experiments was achieved by sequencing ∼100 million unique mapped tags from a combination of 500 mM and 1000 mM salt concentration elution in MCF-7 cells. Clonal bisulfite sequencing results showed that the methylation status of each CpG dinucleotides in the tested regions was accurately detected with high resolution using the proposed model. These results demonstrated the combination of MBD-seq and BALM could serve as a useful tool to investigate DNA methylome due to its low cost, high specificity, efficiency and resolution.
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spelling pubmed-31369412011-07-21 High Resolution Detection and Analysis of CpG Dinucleotides Methylation Using MBD-Seq Technology Lan, Xun Adams, Christopher Landers, Mark Dudas, Miroslav Krissinger, Daniel Marnellos, George Bonneville, Russell Xu, Maoxiong Wang, Junbai Huang, Tim H.-M. Meredith, Gavin Jin, Victor X. PLoS One Research Article Methyl-CpG binding domain protein sequencing (MBD-seq) is widely used to survey DNA methylation patterns. However, the optimal experimental parameters for MBD-seq remain unclear and the data analysis remains challenging. In this study, we generated high depth MBD-seq data in MCF-7 cell and developed a bi-asymmetric-Laplace model (BALM) to perform data analysis. We found that optimal efficiency of MBD-seq experiments was achieved by sequencing ∼100 million unique mapped tags from a combination of 500 mM and 1000 mM salt concentration elution in MCF-7 cells. Clonal bisulfite sequencing results showed that the methylation status of each CpG dinucleotides in the tested regions was accurately detected with high resolution using the proposed model. These results demonstrated the combination of MBD-seq and BALM could serve as a useful tool to investigate DNA methylome due to its low cost, high specificity, efficiency and resolution. Public Library of Science 2011-07-11 /pmc/articles/PMC3136941/ /pubmed/21779396 http://dx.doi.org/10.1371/journal.pone.0022226 Text en Lan et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Lan, Xun
Adams, Christopher
Landers, Mark
Dudas, Miroslav
Krissinger, Daniel
Marnellos, George
Bonneville, Russell
Xu, Maoxiong
Wang, Junbai
Huang, Tim H.-M.
Meredith, Gavin
Jin, Victor X.
High Resolution Detection and Analysis of CpG Dinucleotides Methylation Using MBD-Seq Technology
title High Resolution Detection and Analysis of CpG Dinucleotides Methylation Using MBD-Seq Technology
title_full High Resolution Detection and Analysis of CpG Dinucleotides Methylation Using MBD-Seq Technology
title_fullStr High Resolution Detection and Analysis of CpG Dinucleotides Methylation Using MBD-Seq Technology
title_full_unstemmed High Resolution Detection and Analysis of CpG Dinucleotides Methylation Using MBD-Seq Technology
title_short High Resolution Detection and Analysis of CpG Dinucleotides Methylation Using MBD-Seq Technology
title_sort high resolution detection and analysis of cpg dinucleotides methylation using mbd-seq technology
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3136941/
https://www.ncbi.nlm.nih.gov/pubmed/21779396
http://dx.doi.org/10.1371/journal.pone.0022226
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