SMAP: a streamlined methylation analysis pipeline for bisulfite sequencing

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SMAP: a streamlined methylation analysis pipeline for bisulfite sequencing

BACKGROUND DNA methylation has important roles in the regulation of gene expression and cellular specification. Reduced representation bisulfite sequencing (RRBS) has prevailed in methylation studies due to its cost-effectiveness and single-base resolution. The rapid accumulation of RRBS data demands well designed analytical tools. FINDINGS To streamline the data processing of DNA methylation...

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SAAP-RRBS: streamlined analysis and annotation pipeline for reduced representation bisulfite sequencing

UNLABELLED Reduced representation bisulfite sequencing (RRBS) is a cost-effective approach for genome-wide methylation pattern profiling. Analyzing RRBS sequencing data is challenging and specialized alignment/mapping programs are needed. Although such programs have been developed, a comprehensive solution that provides researchers with good quality and analyzable data is still lacking. To addr...

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Covalent modifications of nucleic acids play an important role in regulating their functions. Among these modifications, (cytosine-5) DNA methylation is best known for its role in the epigenetic regulation of gene expression. Post-transcriptional RNA modification is a characteristic feature of noncoding RNAs, and has been described for rRNAs, tRNAs and miRNAs. (Cytosine-5) RNA methylation has b...

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Summary High-throughput sequencing of bisulfite-converted DNA is a technique used to measure DNA methylation levels. Although a considerable number of computational pipelines have been developed to analyze such data, none of them tackles all the peculiarities of the analysis together, revealing limitations that can force the user to manually perform additional steps needed for a complete proces...

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ژورنال

عنوان ژورنال: GigaScience

سال: 2015

ISSN: 2047-217X

DOI: 10.1186/s13742-015-0070-9