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MSTopDiff:一种用于可视化去卷积上转换蛋白质组学数据中质量位移的工具,用于数据库独立检测蛋白质修饰。

MSTopDiff: A Tool for the Visualization of Mass Shifts in Deconvoluted Top-Down Proteomics Data for the Database-Independent Detection of Protein Modifications.

机构信息

Systematic Proteome Research & Bioanalytics, Institute for Experimental Medicine, Christian-Albrechts-Universität zu Kiel, 24105 Kiel, Germany.

出版信息

J Proteome Res. 2022 Jan 7;21(1):20-29. doi: 10.1021/acs.jproteome.1c00766. Epub 2021 Nov 24.

Abstract

Top-down proteomics analyzes intact proteoforms with all of their post-translational modifications and genetic and RNA splice variants. In addition, modifications introduced either deliberately or inadvertently during sample preparation, that is, via oxidation, alkylation, or labeling reagents, or through the formation of noncovalent adducts (e.g., detergents) further increase the sample complexity. To facilitate the recognition of protein modifications introduced during top-down analysis, we developed MSTopDiff, a software tool with a graphical user interface written in Python, which allows one to detect protein modifications by calculating and visualizing mass differences in top-down data without the prerequisite of a database search. We demonstrate the successful application of MSTopDiff for the detection of artifacts originating from oxidation, formylation, overlabeling during isobaric labeling, and adduct formation with cations or sodium dodecyl sulfate. MSTopDiff offers several modes of data representation using deconvoluted MS1 or MS2 spectra. In addition to artificial modifications, the tool enables the visualization of biological modifications such as phosphorylation and acetylation. MSTopDiff provides an overview of the artificial and biological modifications in top-down proteomics samples, which makes it a valuable tool in quality control of standard workflows and for parameter evaluation during method development.

摘要

自上而下的蛋白质组学分析完整的蛋白质形式及其所有翻译后修饰、遗传和 RNA 剪接变体。此外,在样品制备过程中有意或无意引入的修饰,即通过氧化、烷基化或标记试剂,或通过形成非共价加合物(例如,洗涤剂),进一步增加了样品的复杂性。为了促进识别在自上而下分析中引入的蛋白质修饰,我们开发了 MSTopDiff,这是一个用 Python 编写的具有图形用户界面的软件工具,它允许通过计算和可视化自上而下数据中的质量差异来检测蛋白质修饰,而无需数据库搜索的前提条件。我们证明了 MSTopDiff 成功应用于检测来自氧化、甲酰化、等压标记过程中的过度标记以及与阳离子或十二烷基硫酸钠形成加合物的人为修饰。MSTopDiff 提供了几种使用解卷积 MS1 或 MS2 谱图表示数据的模式。除了人工修饰,该工具还能够可视化磷酸化和乙酰化等生物修饰。MSTopDiff 提供了自上而下蛋白质组学样品中人工和生物修饰的概述,使其成为标准工作流程质量控制和方法开发过程中参数评估的有价值工具。

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