TopDIA: A Software Tool for Top-Down Data-Independent Acquisition Proteomics

被引:1
作者
Basharat, Abdul Rehman [1 ]
Xiong, Xingzhao [2 ]
Xu, Tian [3 ]
Zang, Yong [4 ]
Sun, Liangliang [3 ]
Liu, Xiaowen [2 ]
机构
[1] Indiana Univ Purdue Univ, Luddy Sch Informat Comp & Engn, Dept Biohlth Informat, Indianapolis, IN 46202 USA
[2] Tulane Univ, Sch Med, Deming Dept Med, New Orleans, LA 70112 USA
[3] Michigan State Univ, Dept Chem, E Lansing, MI 48824 USA
[4] Indiana Univ Sch Med, Dept Biostat & Hlth Data Sci, Indianapolis, IN 46202 USA
基金
美国国家卫生研究院;
关键词
data independent acquisition; top-down proteomics; mass spectrometry; proteoform identification; LIQUID-CHROMATOGRAPHY; PROTEIN MODIFICATIONS; TARGETED ANALYSIS; MASS-SPECTRA; PROTEOFORM; IDENTIFICATIONS; DECONVOLUTION; BENCHMARKS; STRATEGY; SEARCH;
D O I
10.1021/acs.jproteome.4c00293
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
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.
引用
收藏
页码:55 / 64
页数:10
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