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BS-Seeker3:亚硫酸氢盐测序的超快速管道。

BS-Seeker3: ultrafast pipeline for bisulfite sequencing.

机构信息

Institute of Plant and Microbial Biology, Academia Sinica, Taipei, Taiwan.

Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA.

出版信息

BMC Bioinformatics. 2018 Apr 3;19(1):111. doi: 10.1186/s12859-018-2120-7.

Abstract

BACKGROUND

DNA methylation is an important epigenetic modification critical in regulation and transgenerational inheritance. The methylation level can be estimated at single-nucleotide resolution by whole-genome bisulfite sequencing (BS-seq; WGBS). Current bisulfite aligners provide pipelines for processing the reads by WGBS; however, few are able to analyze the BS-seqs in a reasonable timeframe that meets the needs of the rapid expansion of epigenome sequencing in biomedical research.

RESULTS

We introduce BS-Seeker3, an extensively improved and optimized implementation of BS-Seeker2 that leverages the available computational power of a standard bioinformatics lab. BS-Seeker3 adopts all alignment features of BS-Seeker2. It performs ultrafast alignments and achieves both high accuracy and high mappability, more than twice that of the other aligners that we evaluated. Moreover, BS Seeker 3 is well linked with downstream analyzer MethGo for up to 9 types of genomic and epigenomic analyses.

CONCLUSIONS

BS-Seeker3 is an accurate, versatile, ultra-fast pipeline for processing bisulfite-converted reads. It also helps the user better visualize the methylation data.

摘要

背景

DNA 甲基化是一种重要的表观遗传修饰,在调控和跨代遗传中起着关键作用。全基因组亚硫酸氢盐测序(BS-seq;WGBS)可以在单核苷酸分辨率上估计甲基化水平。目前的亚硫酸氢盐比对器提供了用于处理 WGBS 读取的管道;然而,很少有能够在满足生物医学研究中表观基因组测序快速扩展需求的合理时间内分析 BS-seq 的。

结果

我们介绍了 BS-Seeker3,这是对 BS-Seeker2 的广泛改进和优化实现,利用了标准生物信息学实验室的可用计算能力。BS-Seeker3 采用了 BS-Seeker2 的所有对齐特征。它执行超快对齐,实现了高精度和高可映射性,比我们评估的其他对齐器高两倍以上。此外,BS Seeker 3 与下游分析器 MethGo 很好地链接,可进行多达 9 种基因组和表观基因组分析。

结论

BS-Seeker3 是一种用于处理亚硫酸氢盐转化读取的准确、通用、超快的管道。它还可以帮助用户更好地可视化甲基化数据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9d77/5883884/5cce7149ac7b/12859_2018_2120_Fig1_HTML.jpg

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