DOE OSTI · 1398206
Informed-Proteomics: open-source software package for top-down proteomics
Abstract
Top-down proteomics involves the analysis of intact proteins. This approach is very attractive as it allows for analyzing proteins in their endogenous form without proteolysis, preserving valuable information about post-translation modifications, isoforms, proteolytic processing or their combinations collectively called proteoforms. Moreover, the quality of the top-down LC-MS/MS datasets is rapidly increasing due to advances in the liquid chromatography and mass spectrometry instrumentation and sample processing protocols. However, the top-down mass spectra are substantially more complex compare to the more conventional bottom-up data. To take full advantage of the increasing quality of the top-down LC-MS/MS datasets there is an urgent need to develop algorithms and software tools for confident proteoform identification and quantification. In this study we present a new open source software suite for top-down proteomics analysis consisting of an LC-MS feature finding algorithm, a database search algorithm, and an interactive results viewer. The presented tool along with several other popular tools were evaluated using human-in-mouse xenograft luminal and basal breast tumor samples that are known to have significant differences in protein abundance based on bottom-up analysis.
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Park, Jungkap, Piehowski, Paul D. (ORCID:0000000151082227), Wilkins, Christopher, Zhou, Mowei (ORCID:0000000335753224), Mendoza, Joshua, Fujimoto, Grant M., Gibbons, Bryson C., Shaw, Jared B., Shen, Yufeng, Shukla, Anil K., Moore, Ronald J., Liu, Tao, Petyuk, Vladislav A. (ORCID:000000034076151X), Tolić, Nikola, Paša-Tolić, Ljiljana, Smith, Richard D. (ORCID:0000000223812349), Payne, Samuel H. (ORCID:0000000283511994), Kim, Sangtae (ORCID:0000000175673814). 2017-08-07. Informed-Proteomics: open-source software package for top-down proteomics. https://doi.org/10.1038/nmeth.4388
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