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使用长读长纳米孔测序进行全人类基因组 5'-mC 甲基化分析。

Whole human genome 5'-mC methylation analysis using long read nanopore sequencing.

机构信息

Unidade de Tecnologia e Inovação, Departamento de Genética Humana, Instituto Nacional de Saúde Doutor Ricardo Jorge, Av. Padre Cruz, 1649-016 Lisboa, Portugal.

Centro de Toxicogenómica e Saúde Humana (ToxOmics), NOVA Medical School|Faculdade de Ciências Médicas, Universidade Nova de Lisboa, Campo dos Mártires da Pátria 130, 1169-056 Lisboa, Portugal.

出版信息

Epigenetics. 2022 Dec;17(13):1961-1975. doi: 10.1080/15592294.2022.2097473. Epub 2022 Jul 20.

Abstract

Methylation microarray and bisulphite sequencing are often used to study 5'-methylcytosine (5'-mC) modification of CpG dinucleotides in the human genome. Although both technologies produce trustworthy results, the evaluation of the methylation status of CpG sites suffers from the potential side effects of DNA modification by bisulphite and/or the ambiguity of mapping short reads in repetitive and highly homologous genomic regions, respectively. Nanopore sequencing is an attractive alternative for the study of 5'-mC since it allows sequencing of native DNA molecules, whereas the long reads produced by this technology help to increase the resolution of those genomic regions. In this work, we show that nanopore sequencing with 10X coverage depth, using DNA from a human cell line, produces 5'-mC methylation frequencies consistent with those obtained by 450k microarray, digital restriction enzyme analysis of methylation, and reduced representation bisulphite sequencing. High correlation between methylation frequencies obtained by nanopore sequencing and the other methodologies was also noticeable in either low or high GC content regions, including CpG islands and transcription start sites. We also showed that a minimum of five reads per CpG yields strong correlations (>0.89) in replicate nanopore sequencing runs and an almost uniform linearity of the methylation frequency variation between zero and one. Furthermore, nanopore sequencing was able to correctly display methylation frequency patterns based on genomic annotations of CpG regions. These results demonstrate that nanopore sequencing is a fast, robust, and reliable approach to the study of 5'-mC in the human genome with low coverage depth.

摘要

甲基化微阵列和亚硫酸氢盐测序常用于研究人类基因组中 CpG 二核苷酸的 5'-甲基胞嘧啶(5'-mC)修饰。尽管这两种技术都能产生可靠的结果,但 CpG 位点的甲基化状态评估受到亚硫酸氢盐对 DNA 修饰的潜在副作用以及短读在重复和高度同源基因组区域中的映射模糊性的影响。纳米孔测序是研究 5'-mC 的一种有吸引力的替代方法,因为它允许对天然 DNA 分子进行测序,而该技术产生的长读有助于提高那些基因组区域的分辨率。在这项工作中,我们表明,使用人类细胞系的 DNA 进行 10X 覆盖深度的纳米孔测序,可产生与 450k 微阵列、甲基化的数字限制酶分析和简化代表性亚硫酸氢盐测序获得的 5'-mC 甲基化频率一致的结果。纳米孔测序与其他方法学获得的甲基化频率之间的高相关性在低或高 GC 含量区域中也很明显,包括 CpG 岛和转录起始位点。我们还表明,每个 CpG 至少有五个读数可在重复纳米孔测序运行中产生强相关性(>0.89),并且在零到一之间的甲基化频率变化几乎呈均匀线性。此外,纳米孔测序能够根据 CpG 区域的基因组注释正确显示甲基化频率模式。这些结果表明,纳米孔测序是一种快速、稳健、可靠的方法,可用于在低覆盖深度下研究人类基因组中的 5'-mC。

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