Xinqi Kang , Alexandre Goyon , William Stephenson , Kelly Zhang
{"title":"Direct RNA modification mapping: Technological advances, gaps, and emerging trends","authors":"Xinqi Kang , Alexandre Goyon , William Stephenson , Kelly Zhang","doi":"10.1016/j.trac.2025.118465","DOIUrl":null,"url":null,"abstract":"<div><div>Mapping RNA modifications is essential for elucidating biological pathways and ensuring the quality and safety of therapeutic RNAs. This review critically examines current and emerging technologies for mapping RNA modifications by direct RNA sequencing. Top-down mass spectrometry (MS) is preferred for short RNAs, whereas bottom-up MS suits longer ones. Recent developments in multidimensional liquid chromatography (MD-LC-MS) and online digestion techniques have improved sample throughput while reducing sample requirements. However, the commercialization of only a few nucleases and the scarcity of suitable software packages have long impeded full sequence coverage and untargeted analysis. Nanopore sequencing excels in untargeted, long-read analysis of RNA modifications. The accuracy of nanopore sequencing is limited, and modification-aware basecallers require large data sets for training and powerful computational tools for analysis. Further research is needed to harness the full potential of the technologies in mapping RNA modifications and possibly elucidating RNA structures.</div></div>","PeriodicalId":439,"journal":{"name":"Trends in Analytical Chemistry","volume":"193 ","pages":"Article 118465"},"PeriodicalIF":12.0000,"publicationDate":"2025-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Trends in Analytical Chemistry","FirstCategoryId":"1","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0165993625003334","RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, ANALYTICAL","Score":null,"Total":0}
引用次数: 0
Abstract
Mapping RNA modifications is essential for elucidating biological pathways and ensuring the quality and safety of therapeutic RNAs. This review critically examines current and emerging technologies for mapping RNA modifications by direct RNA sequencing. Top-down mass spectrometry (MS) is preferred for short RNAs, whereas bottom-up MS suits longer ones. Recent developments in multidimensional liquid chromatography (MD-LC-MS) and online digestion techniques have improved sample throughput while reducing sample requirements. However, the commercialization of only a few nucleases and the scarcity of suitable software packages have long impeded full sequence coverage and untargeted analysis. Nanopore sequencing excels in untargeted, long-read analysis of RNA modifications. The accuracy of nanopore sequencing is limited, and modification-aware basecallers require large data sets for training and powerful computational tools for analysis. Further research is needed to harness the full potential of the technologies in mapping RNA modifications and possibly elucidating RNA structures.
期刊介绍:
TrAC publishes succinct and critical overviews of recent advancements in analytical chemistry, designed to assist analytical chemists and other users of analytical techniques. These reviews offer excellent, up-to-date, and timely coverage of various topics within analytical chemistry. Encompassing areas such as analytical instrumentation, biomedical analysis, biomolecular analysis, biosensors, chemical analysis, chemometrics, clinical chemistry, drug discovery, environmental analysis and monitoring, food analysis, forensic science, laboratory automation, materials science, metabolomics, pesticide-residue analysis, pharmaceutical analysis, proteomics, surface science, and water analysis and monitoring, these critical reviews provide comprehensive insights for practitioners in the field.