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

DNA甲基化 CpG站点 亚硫酸氢盐测序 甲基化 表观遗传学 照明菌甲基化试验 纳米孔测序 基因组 DNA测序 生物 甲基化DNA免疫沉淀 人类基因组 计算生物学 基因组DNA 深度测序 5-甲基胞嘧啶 DNA 基因 遗传学 基因组学 基因表达
作者
Catarina Silva,Miguel P. Machado,José Ferrão,António Sebastião Rodrigues,Luı́s Vieira
标识
DOI:10.1101/2021.05.20.444035
摘要

Abstract DNA methylation is a type of epigenetic modification that affects gene expression regulation and is associated with several human diseases. Microarray and short read sequencing technologies are often used to study 5’-methylcytosine (5’-mC) modification of CpG dinucleotides in the human genome. Although both technologies produce trustable results, the evaluation of the methylation status of CpG sites suffers from the potential side effects of DNA modification by bisulfite and 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 the long reads produced by this technology allow to resolve those genomic regions more easily. Moreover, it allows direct sequencing of native DNA molecules using a fast library preparation procedure. In this work we show that 10X coverage depth nanopore sequencing, using DNA from a human cell line, produces 5’-mC methylation frequencies consistent with those obtained by methylation microarray and digital restriction enzyme analysis of methylation. In particular, the correlation of methylation values ranged from 0.73 to 0.90 using an average genome sequencing coverage depth <2X or a minimum read support of 17X for each CpG site, respectively. We also showed that a minimum of 5 reads per CpG yields strong correlations (>0.89) between sequencing runs and an almost uniform variation in methylation frequencies of CpGs across the entire value range. Furthermore, nanopore sequencing was able to correctly display methylation frequency patterns according to genomic annotations, including a majority of unmethylated and methylated sites in the CpG islands and inter-CpG island regions, respectively. These results demonstrate that low coverage depth nanopore sequencing is a fast, reliable and unbiased approach to the study of 5’-mC in the human genome.
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