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Assessing DNA methylation detection for primary human tissue using nanopore sequencing

DNA甲基化 纳米孔测序 生物 甲基化 计算生物学 亚硫酸氢盐测序 纳米孔 DNA测序 CpG站点 甲基化DNA免疫沉淀 人类基因组 基因组 遗传学 DNA 基因 基因表达 纳米技术 材料科学
作者
Rylee M. Genner,Stuart Akeson,Melissa Meredith,Pilar Álvarez Jerez,Laksh Malik,Breeana Baker,Abigail Miano‐Burkhardt,Benedict Paten,Kimberley J. Billingsley,Cornelis Blauwendraat,Miten Jain
出处
期刊:Genome Research [Cold Spring Harbor Laboratory Press]
卷期号:: gr.279159.124-gr.279159.124 被引量:4
标识
DOI:10.1101/gr.279159.124
摘要

DNA methylation most commonly occurs as 5-methylcytosine (5mC) in the human genome and has been associated with human diseases. Recent developments in single-molecule sequencing technologies (Oxford Nanopore Technologies (ONT) and Pacific Biosciences) have enabled readouts of long, native DNA molecules, including cytosine methylation. ONT recently upgraded their Nanopore sequencing chemistry and kits from the R9 to the R10 version, which yielded increased accuracy and sequencing throughput. However the effects on methylation detection have not yet been documented. Here, we performed a series of computational analyses to characterize differences in Nanopore-based 5mC detection between the ONT R9 and R10 chemistries. We compared 5mC calls in R9 and R10 for three human genome datasets: a cell line, a frontal cortex brain sample, and a blood sample. We performed an in-depth analysis on CpG islands and homopolymer regions, and documented high concordance for methylation detection among sequencing technologies. The strongest correlation was observed between Nanopore R10 and Illumina bisulfite technologies for cell line-derived datasets. Subtle differences in methylation datasets between technologies can impact analysis tools such as differential methylation calling software. Our findings show that comparisons can be drawn between methylation data from different Nanopore chemistries using guided hypotheses. This work will facilitate comparison among Nanopore data cohorts derived using different chemistries from large scale sequencing efforts, such as the NIH CARD Long Read Initiative.

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