TopDIA:一个自顶向下数据独立获取蛋白质组学的软件工具。

IF 3.6 2区 生物学 Q1 BIOCHEMICAL RESEARCH METHODS Journal of Proteome Research Pub Date : 2025-01-03 Epub Date: 2024-12-06 DOI:10.1021/acs.jproteome.4c00293
Abdul Rehman Basharat, Xingzhao Xiong, Tian Xu, Yong Zang, Liangliang Sun, Xiaowen Liu
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引用次数: 0

摘要

自顶向下质谱法广泛应用于蛋白质形态鉴定、表征和定量,因为它能够分析完整的蛋白质形态。在过去的十年中,自上而下的蛋白质组学一直以自上而下的数据依赖获取质谱法(TD-DDA-MS)为主,而自上而下的数据独立获取质谱法(TD-DIA-MS)的研究尚未得到很好的研究。虽然TD-DIA-MS产生复杂的多路串联质谱(MS/MS)光谱,难以自信地鉴定,但与TD-DDA-MS相比,它可以选择更多的前体离子进行MS/MS分析,并且具有增加蛋白质形态鉴定的潜力。在这里,我们介绍TopDIA,第一个通过TD-DIA-MS进行蛋白质形态鉴定的软件工具。该方法利用TD-DIA-MS数据生成解复用伪MS/MS谱,然后在蛋白质序列数据库中搜索伪MS/MS谱,进行蛋白质形态鉴定。我们用大肠杆菌K-12 MG1655细胞比较了TD-DDA-MS和TD-DIA-MS的性能,发现与TD-DDA-MS相比,加入TopDIA的TD-DIA-MS提高了蛋白质形态和蛋白质鉴定。
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TopDIA: A Software Tool for Top-Down Data-Independent Acquisition Proteomics.

Top-down mass spectrometry is widely used for proteoform identification, characterization, and quantification owing to its ability to analyze intact proteoforms. In the past decade, top-down proteomics has been dominated by top-down data-dependent acquisition mass spectrometry (TD-DDA-MS), and top-down data-independent acquisition mass spectrometry (TD-DIA-MS) has not been well studied. While TD-DIA-MS produces complex multiplexed tandem mass spectrometry (MS/MS) spectra, which are challenging to confidently identify, it selects more precursor ions for MS/MS analysis and has the potential to increase proteoform identifications compared with TD-DDA-MS. Here we present TopDIA, the first software tool for proteoform identification by TD-DIA-MS. It generates demultiplexed pseudo MS/MS spectra from TD-DIA-MS data and then searches the pseudo MS/MS spectra against a protein sequence database for proteoform identification. We compared the performance of TD-DDA-MS and TD-DIA-MS using Escherichia coli K-12 MG1655 cells and demonstrated that TD-DIA-MS with TopDIA increased proteoform and protein identifications compared with TD-DDA-MS.

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来源期刊
Journal of Proteome Research
Journal of Proteome Research 生物-生化研究方法
CiteScore
9.00
自引率
4.50%
发文量
251
审稿时长
3 months
期刊介绍: Journal of Proteome Research publishes content encompassing all aspects of global protein analysis and function, including the dynamic aspects of genomics, spatio-temporal proteomics, metabonomics and metabolomics, clinical and agricultural proteomics, as well as advances in methodology including bioinformatics. The theme and emphasis is on a multidisciplinary approach to the life sciences through the synergy between the different types of "omics".
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