Skip to main content

Bioinformatics Analysis of Top-Down Mass Spectrometry Data with ProSight Lite

  • Protocol
  • First Online:
Protein Bioinformatics

Part of the book series: Methods in Molecular Biology ((MIMB,volume 1558))

Abstract

Traditional bottom-up mass spectrometry-based proteomics relies on the use of an enzyme, often trypsin, to generate small peptides (typically < 25 amino acids long). In top-down proteomics, proteins remain intact and are directly measured within the mass spectrometer. This technique, while inherently simpler than bottom-up proteomics, generates data which must be processed and analyzed using software tools “purpose-built” for the job. In this chapter, we will show the analysis of intact protein spectra through deconvolution, deisotoping, and searching with ProSight Lite, a free, vendor-agnostic tool for the analysis of top-down mass spectrometry data. We will illustrate with two examples of intact protein fragmentation spectra and discuss the iterative use of the software to characterize proteoforms and discover the sites of post-translational modifications.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Protocol
USD 49.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 99.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 129.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 199.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Erickson BK, Jedrychowski MP, McAlister GC, Everley RA, Kunz R, Gygi SP (2015) Evaluating multiplexed quantitative phosphopeptide analysis on a hybrid quadrupole mass filter/linear ion trap/orbitrap mass spectrometer. Anal Chem 87(2):1241–1249. doi:10.1021/ac503934f

    Article  CAS  PubMed  Google Scholar 

  2. Beck S, Michalski A, Raether O, Lubeck M, Kaspar S, Goedecke N, Baessmann C, Hornburg D, Meier F, Paron I, Kulak NA, Cox J, Mann M (2015) The impact II, a very high-resolution quadrupole time-of-flight instrument (QTOF) for deep shotgun proteomics. Mol Cell Proteomics 14(7):2014–2029. doi:10.1074/mcp.M114.047407

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Kelleher NL (2004) Top-down proteomics. Anal Chem 76(11):197A–203A

    Article  PubMed  Google Scholar 

  4. LM S, NL K, Consortium for Top Down P (2013) Proteoform: a single term describing protein complexity. Nat Methods 10(3):186–187. doi:10.1038/nmeth.2369

    Article  Google Scholar 

  5. Zheng Y, Fornelli L, Compton PD, Sharma S, Canterbury J, Mullen C, Zabrouskov V, Fellers RT, Thomas PM, Licht JD, Senko MW, Kelleher NL (2015) Unabridged analysis of human histone H3 by differential top-down mass spectrometry reveals hypermethylated proteoforms from MMSET/NSD2 overexpression. Mol Cell Proteomics. doi:10.1074/mcp.M115.053819

    Google Scholar 

  6. Dang X, Scotcher J, Wu S, Chu RK, Tolic N, Ntai I, Thomas PM, Fellers RT, Early BP, Zheng Y, Durbin KR, Leduc RD, Wolff JJ, Thompson CJ, Pan J, Han J, Shaw JB, Salisbury JP, Easterling M, Borchers CH, Brodbelt JS, Agar JN, Pasa-Tolic L, Kelleher NL, Young NL (2014) The first pilot project of the consortium for top-down proteomics: a status report. Proteomics 14(10):1130–1140. doi:10.1002/pmic.201300438

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  7. Tian Z, Tolic N, Zhao R, Moore RJ, Hengel SM, Robinson EW, Stenoien DL, Wu S, Smith RD, Pasa-Tolic L (2012) Enhanced top-down characterization of histone post-translational modifications. Genome Biol 13(10):R86. doi:10.1186/gb-2012-13-10-r86

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. Barnidge DR, Dasari S, Botz CM, Murray DH, Snyder MR, Katzmann JA, Dispenzieri A, Murray DL (2014) Using mass spectrometry to monitor monoclonal immunoglobulins in patients with a monoclonal gammopathy. J Proteome Res 13(3):1419–1427. doi:10.1021/pr400985k

    Article  CAS  PubMed  Google Scholar 

  9. Fornelli L, Damoc E, Thomas PM, Kelleher NL, Aizikov K, Denisov E, Makarov A, Tsybin YO (2012) Analysis of intact monoclonal antibody IgG1 by electron transfer dissociation Orbitrap FTMS. Mol Cell Proteomics 11(12):1758–1767. doi:10.1074/mcp.M112.019620

    Article  PubMed  PubMed Central  Google Scholar 

  10. Zhang H, Cui W, Gross ML (2014) Mass spectrometry for the biophysical characterization of therapeutic monoclonal antibodies. FEBS Lett 588(2):308–317. doi:10.1016/j.febslet.2013.11.027

    Article  CAS  PubMed  Google Scholar 

  11. Ansong C, Wu S, Meng D, Liu X, Brewer HM, Deatherage Kaiser BL, Nakayasu ES, Cort JR, Pevzner P, Smith RD, Heffron F, Adkins JN, Pasa-Tolic L (2013) Top-down proteomics reveals a unique protein S-thiolation switch in Salmonella Typhimurium in response to infection-like conditions. Proc Natl Acad Sci U S A 110(25):10153–10158. doi:10.1073/pnas.1221210110

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Cheon DH, Nam EJ, Park KH, Woo SJ, Lee HJ, Kim HC, Yang EG, Lee C, Lee JE (2015) Comprehensive analysis of low-molecular-weight human plasma proteome using top-down mass spectrometry. J Proteome Res. doi:10.1021/acs.jproteome.5b00773

    PubMed  Google Scholar 

  13. Tran JC, Zamdborg L, Ahlf DR, Lee JE, Catherman AD, Durbin KR, Tipton JD, Vellaichamy A, Kellie JF, Li M, Wu C, Sweet SM, Early BP, Siuti N, LeDuc RD, Compton PD, Thomas PM, Kelleher NL (2011) Mapping intact protein isoforms in discovery mode using top-down proteomics. Nature 480(7376):254–258. doi:10.1038/nature10575

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. Liu X, Hengel S, Wu S, Tolic N, Pasa-Tolic L, Pevzner PA (2013) Identification of ultramodified proteins using top-down tandem mass spectra. J Proteome Res 12(12):5830–5838. doi:10.1021/pr400849y

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  15. Zamdborg L, LeDuc RD, Glowacz KJ, Kim YB, Viswanathan V, Spaulding IT, Early BP, Bluhm EJ, Babai S, Kelleher NL (2007) ProSight PTM 2.0: improved protein identification and characterization for top down mass spectrometry. Nucleic Acids Res 35(Web Server issue):W701–W706. doi:10.1093/nar/gkm371

    Article  PubMed  PubMed Central  Google Scholar 

  16. Cannon JR, Holden DD, Brodbelt JS (2014) Hybridizing ultraviolet photodissociation with electron transfer dissociation for intact protein characterization. Anal Chem 86(21):10970–10977. doi:10.1021/ac5036082

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  17. Fellers RT, Greer JB, Early BP, Yu X, LeDuc RD, Kelleher NL, Thomas PM (2015) ProSight lite: graphical software to analyze top-down mass spectrometry data. Proteomics 15(7):1235–1238. doi:10.1002/pmic.201570050

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. Bairoch A, Apweiler R, Wu CH, Barker WC, Boeckmann B, Ferro S, Gasteiger E, Huang H, Lopez R, Magrane M, Martin MJ, Natale DA, O'Donovan C, Redaschi N, Yeh LS (2005) The universal protein resource (UniProt). Nucleic Acids Res 33(Database issue):D154–D159. doi:10.1093/nar/gki070

    Article  CAS  PubMed  Google Scholar 

  19. Liu X, Inbar Y, Dorrestein PC, Wynne C, Edwards N, Souda P, Whitelegge JP, Bafna V, Pevzner PA (2010) Deconvolution and database search of complex tandem mass spectra of intact proteins: a combinatorial approach. Mol Cell Proteomics: MCP 9(12):2772–2782. doi:10.1074/mcp.M110.002766

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  20. Carvalho PC, Xu T, Han X, Cociorva D, Barbosa VC, Yates JR 3rd (2009) YADA: a tool for taking the most out of high-resolution spectra. Bioinformatics 25(20):2734–2736. doi:10.1093/bioinformatics/btp489

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  21. Kessner D, Chambers M, Burke R, Agus D, Mallick P (2008) ProteoWizard: open source software for rapid proteomics tools development. Bioinformatics 24(21):2534–2536. doi:10.1093/bioinformatics/btn323

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  22. Roepstorff P, Fohlman J (1984) Proposal for a common nomenclature for sequence ions in mass spectra of peptides. Biomed Mass Spectrom 11(11):601. doi:10.1002/bms.1200111109

    Article  CAS  PubMed  Google Scholar 

  23. Meng F, Cargile BJ, Miller LM, Forbes AJ, Johnson JR, Kelleher NL (2001) Informatics and multiplexing of intact protein identification in bacteria and the archaea. Nat Biotechnol 19(10):952–957. doi:10.1038/nbt1001-952

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgments

The authors are grateful to members of the Kelleher Research Group/Proteomics Center of Excellence for helpful discussions, particularly Joseph Greer, Richard LeDuc, and Bryan Early. This work was supported by Award No. P41GM108569 from the National Institute of General Medical Sciences The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Paul M. Thomas .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer Science+Business Media LLC

About this protocol

Cite this protocol

DeHart, C.J., Fellers, R.T., Fornelli, L., Kelleher, N.L., Thomas, P.M. (2017). Bioinformatics Analysis of Top-Down Mass Spectrometry Data with ProSight Lite. In: Wu, C., Arighi, C., Ross, K. (eds) Protein Bioinformatics. Methods in Molecular Biology, vol 1558. Humana Press, New York, NY. https://doi.org/10.1007/978-1-4939-6783-4_18

Download citation

  • DOI: https://doi.org/10.1007/978-1-4939-6783-4_18

  • Published:

  • Publisher Name: Humana Press, New York, NY

  • Print ISBN: 978-1-4939-6781-0

  • Online ISBN: 978-1-4939-6783-4

  • eBook Packages: Springer Protocols

Publish with us

Policies and ethics