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使用 软件包进行全天然 TIMS-TOF PASEF 定量蛋白质组学分析。

Full Native timsTOF PASEF-Enabled Quantitative Proteomics with the Software Package.

机构信息

GQE-Le Moulon, Université Paris-Saclay, INRAE, CNRS, AgroParisTech, IDEEV, 12, Route 128, Gif-sur-Yvette F-91272, France.

Bruker Software Development, Bruker Daltonics GmbH & Co. KG, Bremen D-28359, Germany.

出版信息

J Proteome Res. 2024 Aug 2;23(8):3353-3366. doi: 10.1021/acs.jproteome.3c00732. Epub 2024 Jul 17.

DOI:10.1021/acs.jproteome.3c00732
PMID:39016325
Abstract

Ion mobility mass spectrometry has become popular in proteomics lately, in particular because the Bruker timsTOF instruments have found significant adoption in proteomics facilities. The Bruker's implementation of the ion mobility dimension generates massive amounts of mass spectrometric data that require carefully designed software both to extract meaningful information and to perform processing tasks at reasonable speed. In a historical move, the Bruker company decided to harness the skills of the scientific software development community by releasing to the public the timsTOF data file format specification. As a proteomics facility that has been developing Free Open Source Software (FOSS) solutions since decades, we took advantage of this opportunity to implement the very first FOSS proteomics complete solution to natively read the timsTOF data, low-level process them, and explore them in an integrated quantitative proteomics software environment. We dubbed our software because it implements a (peptide)identification-(protein)inference-mass-chromatogram-quantification processing workflow. The software benchmarking results reported in this paper show that performed better than competing software on two critical characteristics: (1) feature extraction capability and (2) protein quantitative dynamic range. Altogether, yielded better quantified protein numbers, both in a technical replicate MS runs setting and in a differential protein abundance analysis setting.

摘要

近年来,离子淌度质谱在蛋白质组学中变得越来越流行,特别是因为 Bruker timsTOF 仪器在蛋白质组学设施中得到了广泛采用。Bruker 实现的离子淌度维度产生了大量的质谱数据,这些数据需要精心设计的软件来提取有意义的信息,并以合理的速度执行处理任务。在一个历史性的举措中,Bruker 公司决定利用科学软件开发社区的技能,向公众发布 timsTOF 数据文件格式规范。作为一个几十年来一直在开发自由开源软件(FOSS)解决方案的蛋白质组学设施,我们利用这个机会实现了第一个 FOSS 蛋白质组学完整解决方案,以原生方式读取 timsTOF 数据、对其进行低级处理,并在集成的定量蛋白质组学软件环境中进行探索。我们将我们的软件命名为 because ,因为它实现了一个(肽)鉴定-(蛋白质)推断-质荷比-定量处理工作流程。本文报告的软件基准测试结果表明,在两个关键特征上,优于竞争软件:(1)特征提取能力和(2)蛋白质定量动态范围。总的来说,在技术重复 MS 运行设置和差异蛋白质丰度分析设置中,都产生了更好的定量蛋白质数量。

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