PLoS ONE · 2011 · 78 citations · 47 references
Life SciencesGeneticsMolecular BiologyEpigeneticsEpigenomicsGenomicsDna MethylationDna Methylation ProfilingDna SequencingEpigenomic Data AnalysisNucleic Acid SequencingBisulfite SequencingBisulfite Sequencing AnalysisDna Methylation MappingDna Methylation PatternsMethylation DetectionOptimal Experimental DesignsSalt Concentration EffectsSalt Concentration Optimization
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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Model-based Analysis of ChIP-Seq (MACS)
Yong Zhang, Tao Liu, Clifford A. Meyer et al. · Genome biology · 2008 · 19.9K citations · Full text
The Human Genome Browser at UCSC
W. James Kent, Charles W. Sugnet, Terrence S. Furey et al. · Genome Research · 2002 · 10.9K citations · Full text
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Artem Barski, Suresh Cuddapah, Kairong Cui et al. · Cell · 2007 · 6.9K citations · Full text