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High Resolution Detection and Analysis of CpG Dinucleotides Methylation Using MBD-Seq Technology
by
Dudas, Miroslav
, Krissinger, Daniel
, Lan, Xun
, Landers, Mark
, Marnellos, George
, Bonneville, Russell
, Huang, Tim H.-M.
, Adams, Christopher
, Wang, Junbai
, Xu, Maoxiong
, Jin, Victor X.
, Meredith, Gavin
in
Algorithms
/ Analysis
/ Bioinformatics
/ Biology
/ Bisulfite
/ Cell Line
/ CpG islands
/ Data analysis
/ Data processing
/ Deoxyribonucleic acid
/ Dinucleoside Phosphates - metabolism
/ DNA
/ DNA methylation
/ DNA Methylation - genetics
/ DNA sequencing
/ Elution
/ Experiments
/ Freeware
/ Gene sequencing
/ Genes
/ Genomes
/ High resolution
/ Humans
/ Informatics
/ Information management
/ International conferences
/ Ligands
/ Low cost
/ Methylation
/ Models, Biological
/ Molecular Biology - methods
/ Protein binding
/ Proteins
/ RNA polymerase
/ Salts
/ Sulfites
2011
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High Resolution Detection and Analysis of CpG Dinucleotides Methylation Using MBD-Seq Technology
by
Dudas, Miroslav
, Krissinger, Daniel
, Lan, Xun
, Landers, Mark
, Marnellos, George
, Bonneville, Russell
, Huang, Tim H.-M.
, Adams, Christopher
, Wang, Junbai
, Xu, Maoxiong
, Jin, Victor X.
, Meredith, Gavin
in
Algorithms
/ Analysis
/ Bioinformatics
/ Biology
/ Bisulfite
/ Cell Line
/ CpG islands
/ Data analysis
/ Data processing
/ Deoxyribonucleic acid
/ Dinucleoside Phosphates - metabolism
/ DNA
/ DNA methylation
/ DNA Methylation - genetics
/ DNA sequencing
/ Elution
/ Experiments
/ Freeware
/ Gene sequencing
/ Genes
/ Genomes
/ High resolution
/ Humans
/ Informatics
/ Information management
/ International conferences
/ Ligands
/ Low cost
/ Methylation
/ Models, Biological
/ Molecular Biology - methods
/ Protein binding
/ Proteins
/ RNA polymerase
/ Salts
/ Sulfites
2011
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High Resolution Detection and Analysis of CpG Dinucleotides Methylation Using MBD-Seq Technology
by
Dudas, Miroslav
, Krissinger, Daniel
, Lan, Xun
, Landers, Mark
, Marnellos, George
, Bonneville, Russell
, Huang, Tim H.-M.
, Adams, Christopher
, Wang, Junbai
, Xu, Maoxiong
, Jin, Victor X.
, Meredith, Gavin
in
Algorithms
/ Analysis
/ Bioinformatics
/ Biology
/ Bisulfite
/ Cell Line
/ CpG islands
/ Data analysis
/ Data processing
/ Deoxyribonucleic acid
/ Dinucleoside Phosphates - metabolism
/ DNA
/ DNA methylation
/ DNA Methylation - genetics
/ DNA sequencing
/ Elution
/ Experiments
/ Freeware
/ Gene sequencing
/ Genes
/ Genomes
/ High resolution
/ Humans
/ Informatics
/ Information management
/ International conferences
/ Ligands
/ Low cost
/ Methylation
/ Models, Biological
/ Molecular Biology - methods
/ Protein binding
/ Proteins
/ RNA polymerase
/ Salts
/ Sulfites
2011
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High Resolution Detection and Analysis of CpG Dinucleotides Methylation Using MBD-Seq Technology
Journal Article
High Resolution Detection and Analysis of CpG Dinucleotides Methylation Using MBD-Seq Technology
2011
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Overview
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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