Pytheas: a software package for the automated analysis of RNA sequences and modifications via tandem mass spectrometry
Mass spectrometry is an important method for analysis of modified nucleosides ubiquitously present in cellular RNAs, in particular for ribosomal and transfer RNAs that play crucial roles in mRNA translation and decoding. Furthermore, modifications have effect on the lifetimes of nucleic acids in pla...
Gespeichert in:
Veröffentlicht in: | Nature communications 2022-05, Vol.13 (1), p.2424-12, Article 2424 |
---|---|
Hauptverfasser: | , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
Zusammenfassung: | Mass spectrometry is an important method for analysis of modified nucleosides ubiquitously present in cellular RNAs, in particular for ribosomal and transfer RNAs that play crucial roles in mRNA translation and decoding. Furthermore, modifications have effect on the lifetimes of nucleic acids in plasma and cells and are consequently incorporated into RNA therapeutics. To provide an analytical tool for sequence characterization of modified RNAs, we developed Pytheas, an open-source software package for automated analysis of tandem MS data for RNA. The main features of Pytheas are flexible handling of isotope labeling and RNA modifications, with false discovery rate statistical validation based on sequence decoys. We demonstrate bottom-up mass spectrometry characterization of diverse RNA sequences, with broad applications in the biology of stable RNAs, and quality control of RNA therapeutics and mRNA vaccines.
RNA modifications represent a critical aspect of RNA biology that is not well suited to sequencing methods. Here, the authors provide a software tool for automated analysis of RNA tandem mass spectra with full support of modifications, isotope labelling, and control of false discovery rate. |
---|---|
ISSN: | 2041-1723 2041-1723 |
DOI: | 10.1038/s41467-022-30057-5 |