[Advances in mapping analysis of ribonucleic acid modifications through sequencing]

Se Pu. 2024 Jul;42(7):632-645. doi: 10.3724/SP.J.1123.2023.12025.
[Article in Chinese]

Abstract

Over 170 chemical modifications have been discovered in various types of ribonucleic acids (RNAs), including messenger RNA (mRNA), ribosomal RNA (rRNA), transfer RNA (tRNA), and small nuclear RNA (snRNA). These RNA modifications play crucial roles in a wide range of biological processes such as gene expression regulation, RNA stability maintenance, and protein translation. RNA modifications represent a new dimension of gene expression regulation known as the "epitranscriptome". The discovery of RNA modifications and the relevant writers, erasers, and readers provides an important basis for studies on the dynamic regulation and physiological functions of RNA modifications. Owing to the development of detection technologies for RNA modifications, studies on RNA epitranscriptomes have progressed to the single-base resolution, multilayer, and full-coverage stage. Transcriptome-wide methods help discover new RNA modification sites and are of great importance for elucidating the molecular regulatory mechanisms of epitranscriptomics, exploring the disease associations of RNA modifications, and understanding their clinical applications. The existing RNA modification sequencing technologies can be categorized according to the pretreatment approach and sequencing principle as direct high-throughput sequencing, antibody-enrichment sequencing, enzyme-assisted sequencing, chemical labeling-assisted sequencing, metabolic labeling sequencing, and nanopore sequencing technologies. These methods, as well as studies on the functions of RNA modifications, have greatly expanded our understanding of epitranscriptomics. In this review, we summarize the recent progress in RNA modification detection technologies, focusing on the basic principles, advantages, and limitations of different methods. Direct high-throughput sequencing methods do not require complex RNA pretreatment and allow for the mapping of RNA modifications using conventional RNA sequencing methods. However, only a few RNA modifications can be analyzed by high-throughput sequencing. Antibody enrichment followed by high-throughput sequencing has emerged as a crucial approach for mapping RNA modifications, significantly advancing the understanding of RNA modifications and their regulatory functions in different species. However, the resolution of antibody-enrichment sequencing is limited to approximately 100-200 bp. Although chemical crosslinking techniques can achieve single-base resolution, these methods are often complex, and the specificity of the antibodies used in these methods has raised concerns. In particular, the issue of off-target binding by the antibodies requires urgent attention. Enzyme-assisted sequencing has improved the accuracy of the localization analysis of RNA modifications and enables stoichiometric detection with single-base resolution. However, the enzymes used in this technique show poor reactivity, specificity, and sequence preference. Chemical labeling sequencing has become a widely used approach for profiling RNA modifications, particularly by altering reverse transcription (RT) signatures such as RT stops, misincorporations, and deletions. Chemical-assisted sequencing provides a sequence-independent RNA modification detection strategy that enables the localization of multiple RNA modifications. Additionally, when combined with the biotin-streptavidin affinity method, low-abundance RNA modifications can be enriched and detected. Nevertheless, the specificity of many chemical reactions remains problematic, and the development of specific reaction probes for particular modifications should continue in the future to achieve the precise localization of RNA modifications. As an indirect localization method, metabolic labeling sequencing specifically localizes the sites at which modifying enzymes act, which is of great significance in the study of RNA modification functions. However, this method is limited by the intracellular labeling of RNA and cannot be applied to biological samples such as clinical tissues and blood samples. Nanopore sequencing is a direct RNA-sequencing method that does not require RT or the polymerase chain reaction (PCR). However, challenges in analyzing the data obtained from nanopore sequencing, such as the high rate of false positives, must be resolved. Discussing sequencing analysis methods for various types of RNA modifications is instructive for the future development of novel RNA modification mapping technologies, and will aid studies on the functions of RNA modifications across the entire transcriptome.

迄今为止,已在核糖核酸(RNA)中发现了170多种不同的化学修饰,这些修饰分布在各种类型的RNA中,包括信使RNA(mRNA)、核糖体RNA(rRNA)、转运RNA(tRNA)和小核RNA(snRNA)等。RNA修饰在广泛的生物过程中发挥着至关重要的作用,如调节基因表达、维持RNA稳定性和促进蛋白质翻译等。RNA修饰构成了基因表达调控的新层面,即“表观转录组”。RNA修饰以及相关修饰酶(writer)、去修饰酶(eraser)和修饰识别蛋白(reader)的发现,为研究RNA修饰的动态调控及生理功能提供了重要依据。随着RNA修饰检测技术的发展,RNA表观转录组学研究进入了单碱基分辨率、多层面、全覆盖的发展阶段。这些覆盖全转录组的分析方法有助于发现新的RNA修饰位点,对于阐明表观转录组学的分子调控机制、探索RNA修饰的疾病关联及临床应用具有重要意义。根据处理方式及测序原理的差异,现有的RNA修饰测序技术可以分为直接高通量测序、抗体富集测序、酶辅助测序、化学辅助测序、代谢标记测序和纳米孔测序。这些方法伴随着RNA修饰功能的研究大大拓展了人们对表观转录组学的认识。在这篇综述中,我们总结了近年来有关RNA修饰检测技术的进展,重点聚焦于不同方法的基本原理、优势和局限性。针对不同类型的RNA修饰,探讨测序分析方法,对未来新型RNA修饰定位技术的开发具有指导意义,有助于在全转录组范围内研究RNA修饰的功能。

Keywords: RNA modification; epitranscriptome; high-throughput sequencing; mapping analysis; single-base resolution.

Publication types

  • Review
  • English Abstract

MeSH terms

  • High-Throughput Nucleotide Sequencing / methods
  • Humans
  • RNA Processing, Post-Transcriptional
  • RNA*
  • Sequence Analysis, RNA*

Substances

  • RNA