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一种从双链亚硫酸氢盐测序中同时解码 DNA 甲基化组和基因组变异的新方法。

A new approach to decode DNA methylome and genomic variants simultaneously from double strand bisulfite sequencing.

机构信息

Beijing Institutes of Life Science, Chinese Academy of Sciences, Beijing 100101, China.

Institute of Genomic Medicine, Wenzhou Medical University, Beijing 100101, China.

出版信息

Brief Bioinform. 2021 Nov 5;22(6). doi: 10.1093/bib/bbab201.

Abstract

Genetic and epigenetic contributions to various diseases and biological processes have been well-recognized. However, simultaneous identification of single-nucleotide variants (SNVs) and DNA methylation levels from traditional bisulfite sequencing data is still challenging. Here, we develop double strand bisulfite sequencing (DSBS) for genome-wide accurate identification of SNVs and DNA methylation simultaneously at a single-base resolution by using one dataset. Locking Watson and Crick strand together by hairpin adapter followed by bisulfite treatment and massive parallel sequencing, DSBS simultaneously sequences the bisulfite-converted Watson and Crick strand in one paired-end read, eliminating the strand bias of bisulfite sequencing data. Mutual correction of read1 and read2 can estimate the amplification and sequencing errors, and enables our developed computational pipeline, DSBS Analyzer (https://github.com/tianguolangzi/DSBS), to accurately identify SNV and DNA methylation. Additionally, using DSBS, we provide a genome-wide hemimethylation landscape in the human cells, and reveal that the density of DNA hemimethylation sites in promoter region and CpG island is lower than that in other genomic regions. The cost-effective new approach, which decodes DNA methylome and genomic variants simultaneously, will facilitate more comprehensive studies on numerous diseases and biological processes driven by both genetic and epigenetic variations.

摘要

遗传和表观遗传因素对各种疾病和生物过程的影响已经得到了广泛的认识。然而,从传统的亚硫酸氢盐测序数据中同时识别单核苷酸变异(SNVs)和 DNA 甲基化水平仍然具有挑战性。在这里,我们开发了双链亚硫酸氢盐测序(DSBS)技术,通过使用一个数据集,以单碱基分辨率同时准确识别 SNVs 和 DNA 甲基化。通过发夹接头将 Watson 和 Crick 链锁定在一起,然后进行亚硫酸氢盐处理和大规模平行测序,DSBS 可以在一个配对末端读取中同时对亚硫酸氢盐转化的 Watson 和 Crick 链进行测序,消除了亚硫酸氢盐测序数据的链偏倚。read1 和 read2 的相互校正可以估计扩增和测序错误,并使我们开发的计算管道 DSBS Analyzer(https://github.com/tianguolangzi/DSBS)能够准确识别 SNV 和 DNA 甲基化。此外,我们还使用 DSBS 提供了人类细胞中全基因组半甲基化图谱,并揭示了启动子区域和 CpG 岛中 DNA 半甲基化位点的密度低于其他基因组区域。这种具有成本效益的新方法可以同时解码 DNA 甲基化组和基因组变异,将促进对遗传和表观遗传变异驱动的许多疾病和生物过程的更全面研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d43a/8575003/4406f90a53ce/bbab201f1.jpg

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