Comparative tRNA sequencing and RNA mass spectrometry for surveying tRNA modifications.
Satoshi KimuraPeter C DedonMatthew Kaden WaldorPublished in: Nature chemical biology (2020)
Chemical modifications of the nucleosides that comprise transfer RNAs are diverse. However, the structure, location and extent of modifications have been systematically charted in very few organisms. Here, we describe an approach in which rapid prediction of modified sites through reverse transcription-derived signatures in high-throughput transfer RNA-sequencing (tRNA-seq) data is coupled with identification of tRNA modifications through RNA mass spectrometry. Comparative tRNA-seq enabled prediction of several Vibrio cholerae modifications that are absent from Escherichia coli and also revealed the effects of various environmental conditions on V. cholerae tRNA modification. Through RNA mass spectrometric analyses, we showed that two of the V. cholerae-specific reverse transcription signatures reflected the presence of a new modification (acetylated acp3U (acacp3U)), while the other results from C-to-Ψ RNA editing, a process not described before. These findings demonstrate the utility of this approach for rapid surveillance of tRNA modification profiles and environmental control of tRNA modification.
Keyphrases
- single cell
- mass spectrometry
- high throughput
- escherichia coli
- genome wide
- rna seq
- liquid chromatography
- high resolution
- transcription factor
- nucleic acid
- machine learning
- cystic fibrosis
- gene expression
- dna methylation
- human health
- pseudomonas aeruginosa
- ms ms
- risk assessment
- staphylococcus aureus
- simultaneous determination
- sensitive detection
- deep learning