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Software and supporting material for "SMAP: a streamlined methylation pipelinefor bisulphite sequencing".

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DataCite Commons2025-05-26 更新2025-04-15 收录
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http://gigadb.org/dataset/100143
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资源简介:
DNA methylation plays important roles in regulating gene expression and cellular specification. Reduced representation bisulfite sequencing (RRBS) has become prevailing in methylation studies due to its cost-effectiveness and single-base resolution. The rapid accumulation of RRBS data demands ingeniously and practically designed analytical tools. To streamline the data processing of DNA methylation in multiple RRBS samples, we present a flexible pipeline named SMAP, whose features include: 1) it handles single- and/or paired-end (SE/PE) diverse bisulfite sequencing data with reduced false positive rate in differentially methylated regions; 2) it detects allele-specific methylation events with improved algorithm; 3) it has a build-in pipeline for novel single nucleotide polymorphisms (SNP) detection; 4) it supports user-defined multiple restriction enzymes; 5) it basically conducts a one-step operation in all methylation analyses. SMAP is a modular pipeline implemented in Perl that calls software components written in C/C++, Perl, R and Java. Required input files for SMAP include BS or RRBS data in FASTQ format and a user-defined configuration file including all settings of the pipeline
提供机构:
GigaScience Database
创建时间:
2015-06-29
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