Department of Pathology, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand.
School of Health Sciences and Technology, University of Petroleum and Energy Studies (UPES), Dehradun, India.
Curr Protoc. 2024 Sep;4(9):e70003. doi: 10.1002/cpz1.70003.
DNA methylation is well-established as a major epigenetic mechanism that can control gene expression and is involved in both normal development and disease. Analysis of high-throughput-sequencing-based DNA methylation data is a step toward understanding the relationship between disease and phenotype. Analysis of CpG methylation at single-base resolution is routinely done by bisulfite sequencing, in which methylated Cs remain as C while unmethylated Cs are converted to U, subsequently seen as T nucleotides. Sequence reads are aligned to the reference genome using mapping tools that accept the C-T ambiguity. Then, various statistical packages are used to identify differences in methylation between (groups of) samples. We have previously developed the Differential Methylation Analysis Pipeline (DMAP) as an efficient, fast, and flexible tool for this work, both for whole-genome bisulfite sequencing (WGBS) and reduced-representation bisulfite sequencing (RRBS). The protocol described here includes a series of scripts that simplify the use of DMAP tools and that can accommodate the wider range of input formats now in use to perform analysis of whole-genome-scale DNA methylation sequencing data in various biological and clinical contexts. © 2024 The Author(s). Current Protocols published by Wiley Periodicals LLC. Basic Protocol: DMAP2 workflow for whole-genome bisulfite sequencing (WGBS) and reduced-representation bisulfite sequencing (RRBS).
DNA 甲基化是一种主要的表观遗传机制,可控制基因表达,参与正常发育和疾病。基于高通量测序的 DNA 甲基化数据分析是理解疾病与表型之间关系的重要步骤。在单碱基分辨率下对 CpG 甲基化的分析通常通过亚硫酸氢盐测序来完成,其中甲基化的 C 保持为 C,而未甲基化的 C 转化为 U,随后被视为 T 核苷酸。序列读取使用接受 C-T 歧义的映射工具与参考基因组对齐。然后,使用各种统计软件包来识别(样本组)之间甲基化的差异。我们之前开发了差异甲基化分析管道(DMAP),作为一种高效、快速且灵活的工具,用于此工作,包括全基因组亚硫酸氢盐测序(WGBS)和简化代表性亚硫酸氢盐测序(RRBS)。此处描述的方案包括一系列脚本,这些脚本简化了 DMAP 工具的使用,并能适应现在更广泛使用的输入格式,以便在各种生物学和临床背景下对全基因组规模的 DNA 甲基化测序数据进行分析。© 2024 作者。Wiley Periodicals LLC 出版的《当代协议》。基础方案:用于全基因组亚硫酸氢盐测序(WGBS)和简化代表性亚硫酸氢盐测序(RRBS)的 DMAP2 工作流程。