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Pytheas:一个通过串联质谱法自动分析 RNA 序列和修饰的软件包。

Pytheas: a software package for the automated analysis of RNA sequences and modifications via tandem mass spectrometry.

机构信息

Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA, USA.

Department of Structural Biology, Genentech Inc., South San Francisco, CA, USA.

出版信息

Nat Commun. 2022 May 3;13(1):2424. doi: 10.1038/s41467-022-30057-5.

Abstract

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.

摘要

质谱分析是一种分析细胞 RNA 中普遍存在的修饰核苷的重要方法,特别是对核糖体和转移 RNA 的分析,因为它们在 mRNA 翻译和解码中起着至关重要的作用。此外,修饰还会影响核酸在血浆和细胞中的寿命,因此会被纳入 RNA 治疗药物中。为了提供一种用于修饰 RNA 序列特征分析的分析工具,我们开发了 Pytheas,这是一个用于自动分析 RNA 串联质谱数据的开源软件包。Pytheas 的主要特点是能够灵活处理同位素标记和 RNA 修饰,并基于序列诱饵进行错误发现率的统计验证。我们展示了各种 RNA 序列的自上而下的质谱分析,这些序列在稳定 RNA 的生物学和 RNA 治疗药物以及 mRNA 疫苗的质量控制方面具有广泛的应用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/830e/9065004/e054bc32b841/41467_2022_30057_Fig1_HTML.jpg

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