纳米孔测序
DNA测序
表观基因组
DNA甲基化
计算生物学
5-甲基胞嘧啶
纳米孔
表观遗传学
亚硫酸氢盐测序
计算机科学
DNA
生物
遗传学
纳米技术
基因
材料科学
基因表达
作者
Yadong Liu,Zhongyu Liu,Tao Jiang,Tianyi Zang,Yadong Wang
标识
DOI:10.1109/bibm55620.2022.9995567
摘要
DNA methylation provides a pivotal layer of epigenetic regulation in eukaryotes that has significant involvement for numerous biological processes in health and disease. Recent long-read sequencing technology including Oxford Nanopore sequencing and PacBio HiFi sequencing greatly expands the capacity of long-range, single-molecule, and direct DNA modification detection from reads without extra laboratory techniques. A growing number of analytical pipelines including base-calling and 5mC methylation detection have been developed, but there is still a lack of comprehensive evaluations of the two sequencing technologies. Here, we assess the performance of different methylation-calling pipelines based on Nanopore and HiFi sequencing datasets to provide a systematic evaluation to guide researchers on how to select the long-read sequencing technologies in performing human epigenome-wide studies.
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