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

dc.contributor.authorBasharat, Abdul Rehman
dc.contributor.authorXiong, Xingzhao
dc.contributor.authorXu, Tian
dc.contributor.authorZang, Yong
dc.contributor.authorSun, Liangliang
dc.contributor.authorLiu, Xiaowen
dc.contributor.departmentBiomedical Engineering and Informatics, Luddy School of Informatics, Computing, and Engineering
dc.date.accessioned2024-07-10T19:19:34Z
dc.date.available2024-07-10T19:19:34Z
dc.date.issued2024-04-09
dc.description.abstractTop-down mass spectrometry is widely used for proteoform identification, characterization, and quantification owing to its ability to analyze intact proteoforms. In the last 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.
dc.eprint.versionPre-Print
dc.identifier.citationBasharat AR, Xiong X, Xu T, Zang Y, Sun L, Liu X. TopDIA: A Software Tool for Top-Down Data-Independent Acquisition Proteomics. Preprint. bioRxiv. 2024;2024.04.05.588302. Published 2024 Apr 9. doi:10.1101/2024.04.05.588302
dc.identifier.urihttps://hdl.handle.net/1805/42097
dc.language.isoen_US
dc.publisherbioRxiv
dc.relation.isversionof10.1101/2024.04.05.588302
dc.rightsAttribution 4.0 Internationalen
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.sourcePMC
dc.subjectTop-down mass spectrometry
dc.subjectProteoforms
dc.subjectTop-down data-dependent acquisition mass spectrometry (TD-DDA-MS)
dc.subjectTop-down data-independent acquisition mass spectrometry (TD-DIA-MS)
dc.titleTopDIA: A Software Tool for Top-Down Data-Independent Acquisition Proteomics
dc.typeArticle
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