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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...

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Autores principales: D’Ascenzo, Luigi, Popova, Anna M., Abernathy, Scott, Sheng, Kai, Limbach, Patrick A., Williamson, James R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9065004/
https://www.ncbi.nlm.nih.gov/pubmed/35505047
http://dx.doi.org/10.1038/s41467-022-30057-5
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author D’Ascenzo, Luigi
Popova, Anna M.
Abernathy, Scott
Sheng, Kai
Limbach, Patrick A.
Williamson, James R.
author_facet D’Ascenzo, Luigi
Popova, Anna M.
Abernathy, Scott
Sheng, Kai
Limbach, Patrick A.
Williamson, James R.
author_sort D’Ascenzo, Luigi
collection PubMed
description 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.
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spelling pubmed-90650042022-05-04 Pytheas: a software package for the automated analysis of RNA sequences and modifications via tandem mass spectrometry D’Ascenzo, Luigi Popova, Anna M. Abernathy, Scott Sheng, Kai Limbach, Patrick A. Williamson, James R. Nat Commun Article 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. Nature Publishing Group UK 2022-05-03 /pmc/articles/PMC9065004/ /pubmed/35505047 http://dx.doi.org/10.1038/s41467-022-30057-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
D’Ascenzo, Luigi
Popova, Anna M.
Abernathy, Scott
Sheng, Kai
Limbach, Patrick A.
Williamson, James R.
Pytheas: a software package for the automated analysis of RNA sequences and modifications via tandem mass spectrometry
title Pytheas: a software package for the automated analysis of RNA sequences and modifications via tandem mass spectrometry
title_full Pytheas: a software package for the automated analysis of RNA sequences and modifications via tandem mass spectrometry
title_fullStr Pytheas: a software package for the automated analysis of RNA sequences and modifications via tandem mass spectrometry
title_full_unstemmed Pytheas: a software package for the automated analysis of RNA sequences and modifications via tandem mass spectrometry
title_short Pytheas: a software package for the automated analysis of RNA sequences and modifications via tandem mass spectrometry
title_sort pytheas: a software package for the automated analysis of rna sequences and modifications via tandem mass spectrometry
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9065004/
https://www.ncbi.nlm.nih.gov/pubmed/35505047
http://dx.doi.org/10.1038/s41467-022-30057-5
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