Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Chiba, Japan.
J Hum Genet. 2020 Jan;65(1):25-33. doi: 10.1038/s10038-019-0679-0. Epub 2019 Oct 11.
DNA and RNA modifications have important functions, including the regulation of gene expression. Existing methods based on short-read sequencing for the detection of modifications show difficulty in determining the modification patterns of single chromosomes or an entire transcript sequence. Furthermore, the kinds of modifications for which detection methods are available are very limited. The Nanopore sequencer is a single-molecule, long-read sequencer that can directly sequence RNA as well as DNA. Moreover, the Nanopore sequencer detects modifications on long DNA and RNA molecules. In this review, we mainly focus on base modification detection in the DNA and RNA of mammals using the Nanopore sequencer. We summarize current studies of modifications using the Nanopore sequencer, detection tools using statistical tests or machine learning, and applications of this technology, such as analyses of open chromatin, DNA replication, and RNA metabolism.
DNA 和 RNA 修饰具有重要的功能,包括对基因表达的调控。现有的基于短读测序的修饰检测方法在确定单条染色体或整个转录序列的修饰模式方面存在困难。此外,可检测修饰的种类非常有限。Nanopore 测序仪是一种单分子、长读长测序仪,可直接对 RNA 和 DNA 进行测序。此外,Nanopore 测序仪可以检测长 DNA 和 RNA 分子上的修饰。在这篇综述中,我们主要关注使用 Nanopore 测序仪检测哺乳动物的 DNA 和 RNA 中的碱基修饰。我们总结了当前使用 Nanopore 测序仪进行修饰的研究、使用统计检验或机器学习的检测工具,以及该技术的应用,如开放染色质、DNA 复制和 RNA 代谢分析。