Sequence tagging reveals unexpected modifications in toxicoproteomics

Surendra Dasari, Matthew C. Chambers, Simona G. Codreanu, Daniel C. Liebler, Ben C. Collins, Stephen R. Pennington, William M. Gallagher, David L. Tabb

Research output: Contribution to journalArticle

20 Scopus citations

Abstract

Toxicoproteomic samples are rich in posttranslational modifications (PTMs) of proteins. Identifying these modifications via standard database searching can incur significant performance penalties. Here, we describe the latest developments in TagRecon, an algorithm that leverages inferred sequence tags to identify modified peptides in toxicoproteomic data sets. TagRecon identifies known modifications more effectively than the MyriMatch database search engine. TagRecon outperformed state of the art software in recognizing unanticipated modifications from LTQ, Orbitrap, and QTOF data sets. We developed user-friendly software for detecting persistent mass shifts from samples. We follow a three-step strategy for detecting unanticipated PTMs in samples. First, we identify the proteins present in the sample with a standard database search. Next, identified proteins are interrogated for unexpected PTMs with a sequence tag-based search. Finally, additional evidence is gathered for the detected mass shifts with a refinement search. Application of this technology on toxicoproteomic data sets revealed unintended cross-reactions between proteins and sample processing reagents. Twenty-five proteins in rat liver showed signs of oxidative stress when exposed to potentially toxic drugs. These results demonstrate the value of mining toxicoproteomic data sets for modifications.

Original languageEnglish (US)
Pages (from-to)204-216
Number of pages13
JournalChemical Research in Toxicology
Volume24
Issue number2
DOIs
StatePublished - Feb 18 2011

ASJC Scopus subject areas

  • Toxicology

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    Dasari, S., Chambers, M. C., Codreanu, S. G., Liebler, D. C., Collins, B. C., Pennington, S. R., Gallagher, W. M., & Tabb, D. L. (2011). Sequence tagging reveals unexpected modifications in toxicoproteomics. Chemical Research in Toxicology, 24(2), 204-216. https://doi.org/10.1021/tx100275t