An accessible proteogenomics informatics resource for cancer researchers

Matthew C. Chambers, Pratik D. Jagtap, James E. Johnson, Thomas McGowan, Praveen Kumar, Getiria Onsongo, Candace R. Guerrero, Harald Barsnes, Marc Vaudel, Lennart Martens, Björn Grüning, Ira R. Cooke, Mohammad Heydarian, Karen L. Reddy, Timothy J. Griffin

Research output: Contribution to journalArticlepeer-review

23 Scopus citations

Abstract

Proteogenomics has emerged as a valuable approach in cancer research, which integrates genomic and transcriptomic data with mass spectrometry-based proteomics data to directly identify expressed, variant protein sequences that may have functional roles in cancer. This approach is computationally intensive, requiring integration of disparate software tools into sophisticated workflows, challenging its adoption by nonexpert, bench scientists. To address this need, we have developed an extensible, Galaxy-based resource aimed at providing more researchers access to, and training in, proteogenomic informatics. Our resource brings together software from several leading research groups to address two foundational aspects of proteogenomics: (i) generation of customized, annotated protein sequence databases from RNA-Seq data; and (ii) accurate matching of tandem mass spectrometry data to putative variants, followed by filtering to confirm their novelty. Directions for accessing software tools and workflows, along with instructional documentation, can be found at z.umn.edu/canresgithub. Cancer Res; 77(21); e43-46.

Original languageEnglish (US)
Pages (from-to)e43-e46
JournalCancer Research
Volume77
Issue number21
DOIs
StatePublished - Nov 1 2017

Bibliographical note

Funding Information:
This work was supported by Ghent University Concerted Research Action-BOF12/GOA/014 to L. Martens; Bergen Research Foundation and the Research Council of Norway (H. Barsnes); BMBF grant 031 A538A RBC (de.NBI; B. Gru€ning); NCI-ITCR grant 1U24CA199347 and NSF (U.S.) grant 1458524 to M.C. Chambers, P.D. Jagtap, J.E. Johnson, T. McGowan, P. Kumar, G. Onsongo, C.R. Guerrero, and T.J. Griffin.

Publisher Copyright:
© 2017 American Association for Cancer Research.

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