Skip to main content

Advertisement

Log in

CYCLONE—A Utility for De Novo Sequencing of Microbial Cyclic Peptides

  • Focus: MS in the Characterization of Microorganisms: Research Article
  • Published:
Journal of The American Society for Mass Spectrometry

Abstract

We have developed a de novo sequencing software tool (CYCLONE) and applied it for determination of cyclic peptides. The program uses a non-redundant database of 312 nonribosomal building blocks identified to date in bacteria and fungi (more than 230 additional residues in the database list were isobaric). The software was used to fully characterize the tandem mass spectrum of several cyclic peptides and provide sequence tags. The general strategy of the script was based on fragment ion pre-characterization to accomplish unambiguous b-ion series assignments. Showcase examples were a cyclic tetradepsipeptide beauverolide, a cyclic hexadepsipeptide roseotoxin A, a lasso-like hexapeptide pseudacyclin A, and a cyclic undecapeptide cyclosporin A. The extent of ion scrambling in smaller peptides was as low as 5 % of total ion current; this demonstrated the feasibility of CYCLONE de novo sequencing. The robustness of the script was also tested against database sets of various sizes and isotope-containing data. It can be downloaded from the http://ms.biomed.cas.cz/MSTools/ website.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Figure 1
Figure 2
Figure 3
Figure 4
Figure 5
Figure 6

Similar content being viewed by others

References

  1. Havlicek, V., Lemr, K.: Fungal metabolites for microorganism classification by mass spectrometry. In: Fenselau, C., Plamen, D. (eds.) Rapid Characterization of Microorganisms by Mass Spectrometry, pp. 51–60. American Chemical Society. Washington, DC, (2011)

  2. Watrous, J., Roach, P., Alexandrov, T., Heath, B.S., Yang, J.Y., Kersten, R.D., van der Voort, M., Pogliano, K., Gross, H., Raaijmakers, J.M., Moore, B.S., Laskin, J., Bandeira, N., Dorrestein, P.C.: Mass spectral molecular networking of living microbial colonies. Proc. Natl. Acad. Sci. U. S. A. 109, E1743–E1752 (2012)

    Article  CAS  Google Scholar 

  3. Kersten, R.D., Yang, Y.L., Xu, Y.Q., Cimermancic, P., Nam, S.J., Fenical, W., Fischbach, M.A., Moore, B.S., Dorrestein, P.C.: A mass spectrometry-guided genome mining approach for natural product peptidogenomics. Nat. Chem. Biol. 7, 794–802 (2011)

    Article  CAS  Google Scholar 

  4. Bleiholder, C., Osburn, S., Williams, T.D., Suhai, S., Van Stipdonk, M., Harrison, A.G., Paizs, B.: Sequence-scrambling fragmentation pathways of protonated peptides. J. Am. Chem. Soc. 130, 17774–17789 (2008)

    Article  CAS  Google Scholar 

  5. Bythell, B.J., Hendrickson, C.L., Marshall, A.G.: Relative stability of peptide sequence ions generated by tandem mass spectrometry. J. Am. Soc. Mass Spectrom. 23, 644–654 (2012)

    Article  CAS  Google Scholar 

  6. Jegorov, A., Haiduch, M., Sulc, M., Havlicek, V.: Nonribosomal cyclic peptides: specific markers of fungal infections. J. Am. Soc. Mass Spectrom. 41, 563–576 (2006)

    Article  CAS  Google Scholar 

  7. Ngoka, L.C.M., Gross, M.L.: Multistep tandem mass spectrometry for sequencing cyclic peptides in an ion-trap mass spectrometer. J. Am. Soc. Mass Spectrom. 10, 732–746 (1999)

    Article  CAS  Google Scholar 

  8. Caboche, S., Pupin, M., Leclere, V., Fontaine, A., Jacques, P., Kucherov, G.: NORINE: a database of nonribosomal peptides. Nucleic Acids Res. 36, D326–D331 (2008)

    Article  CAS  Google Scholar 

  9. Tasoglu, C., Gorgulu, G., Yalcin, T.: Investigation of peptide size, residue position, neighbor amino acid and side chain effect on macrocyclization of b(n) (n = 5–7) ions. Int. J. Mass Spectrom. 316, 108–116 (2012)

    Google Scholar 

  10. Chen, X., Tirado, M., Steill, J.D., Oomens, J., Polfer, N.C.: Cyclic peptide as reference system for b ion structural analysis in the gas phase. J. Mass Spectrom. 46, 1011–1015 (2011)

    Article  CAS  Google Scholar 

  11. Bythell, B.J., Maitre, P., Paizs, B.: Cyclization and rearrangement reactions of a(n) fragment ions of protonated peptides. J. Am. Chem. Soc. 132, 14766–14779 (2010)

    Article  CAS  Google Scholar 

  12. Erlekam, U., Bythell, B.J., Scuderi, D., Van Stipdonk, M., Paizs, B., Maitre, P.: Infrared spectroscopy of fragments of protonated peptides: direct evidence for macrocyclic structures of b(5) ions. J. Am. Chem. Soc. 131, 11503–11508 (2009)

    Article  CAS  Google Scholar 

  13. Mohimani, H., Liu, W.T, Mylne, J.S., Poth, A.G., Colgrave, M.L., Tran, D., Selsted, M.E., Dorrestein, P.C., Pevzner, P.A.: Cycloquest: identification of cyclopeptides via database search of their mass spectra against genome databases. J. Proteome Res. 10, 4505–4512 (2011)

    Google Scholar 

  14. Mohimani, H., Liu, W.T., Yang, Y.L., Gaudencio, S.P., Fenical, W., Dorrestein, P.C., Pevzner, P.A.: Multiplex de novo sequencing of peptide antibiotics. J. Comput. Biol. 18, 1371–1381 (2011)

    Article  CAS  Google Scholar 

  15. Mohimani, H., Yang, Y.L., Liu, W.T., Hsieh, P.W., Dorrestein, P.C., Pevzner, P.A.: Sequencing cyclic peptides by multistage mass spectrometry. Proteomics 11, 3642–3650 (2011)

    Google Scholar 

  16. Kim, S., Bandeira, N., Pevzner, P.A.: Spectral profiles, a novel representation of tandem mass spectra and their applications for de novo peptide sequencing and identification. Mol. Cell. Proteomics 8, 1391–1400 (2009)

    Article  CAS  Google Scholar 

  17. Liu, W.-T., Ng, J., Meluzzi, D., Bandeira, N., Gutierrez, M., Simmons, T.L., Schultz, A.W., Linington, R.G., Moore, B.S., Gerwick, W.H., Pevzner, P.A., Dorrestein, P.C.: Interpretation of Tandem mass spectra obtained from cyclic nonribosomal peptides. Anal. Chem. 81, 4200–4209 (2009)

    Article  CAS  Google Scholar 

  18. Ng, J., Bandeira, N., Liu, W.-T., Ghassemian, M., Simmons, T.L., Gerwick, W.H., Linington, R., Dorrestein, P.C., Pevzner, P.A.: Dereplication and de novo sequencing of nonribosomal peptides. Nat. Methods 6, 596–599 (2009)

    Article  CAS  Google Scholar 

  19. Niedermeyer, T.H.J., Strohalm, M.: mMass as a software tool for the annotation of cyclic peptide tandem mass spectra. Planta Med. 78, 1279–1279 (2012)

    Google Scholar 

  20. Nedved, J., Sulc, M., Jegorov, A., Giannakopulos, A., Havlicek, V.: Application of fungal cyclic peptides and metabolites. In: Eyk, J.E.V., Dunn, M.J. (eds.) Clinical Proteomics, from Diagnosis to Therapy, pp. 483–509. Wiley-VCH Verlag GmbH. Weinheim, Germany, (2008)

  21. The association of biomolecular resource facilities: Delta Mass: A database of protein post translational modifications, available at: http://www.abrf.org/index.cfm/dm.home. Accessed July 10, 2012

  22. Pavlaskova, K., Nedved, J., Kuzma, M., Zabka, M., Sulc, M., Sklenar, J., Novak, P., Benada, O., Kofronova, O., Hajduch, M., Derrick, P.J., Lemr, K., Jegorov, A., Havlicek, V.: Characterization of Pseudacyclins A-E, a Suite of cyclic peptides produced by Pseudallescheria boydii. J. Nat. Prod. 73, 1027–1032 (2010)

    Article  CAS  Google Scholar 

  23. Pittenauer, E., Zehl, M., Belgacem, O., Raptakis, E., Mistrik, R., Allmaier, G.: Comparison of CID spectra of singly charged polypeptide antibiotic precursor ions obtained by positive-ion vacuum MALDI IT/RTOF and TOF/RTOF, AP-MALDI-IT and ESI-IT mass spectrometry. J. Mass Spectrom. 41, 421–447 (2006)

    Article  CAS  Google Scholar 

  24. Jegorov, A., Paizs, B., Kuzma, M., Zabka, M., Landa, Z., Sulc, M., Barrow, M.P., Havlicek, V.: Extraribosomal cyclic tetradepsipeptides beauverolides: profiling and modeling the fragmentation pathways. J. Mass Spectrom. 39, 949–960 (2004)

    Article  CAS  Google Scholar 

  25. Bogomolova, T.S., Nikitina, E.A., Boychenko, E.G., Kolbin, A.S., Ignatieva, S.M., Pitsik, E.V., Michaylova, Y.V., Avdeenko, Y.L., Vasilyeva, N.V., Klimko, N.N.: The case of successful treatment of Paecilomyces lilacinus infection in a pediatric patient with acute lymphoblastic leukemia. Mycoses 55, 208–208 (2012)

    Google Scholar 

  26. Jegorov, A., Paizs, B., Zabka, M., Kuzma, M., Havlicek, V., Giannakopulos, A.E., Derrick, P.J.: Profiling of cyclic hexadepsipeptides roseotoxins synthesized in vitro and in vivo: a combined tandem mass spectrometry and quantum chemical study. Eur. J. Mass Spectrom. 9, 105–116 (2003)

    Article  CAS  Google Scholar 

  27. Pagiotti, R., Angelini, P., Rubini, A., Tirillini, B., Granetti, B., Venanzoni, R.: Identification and characterisation of human pathogenic filamentous fungi and susceptibility to Thymus schimperi essential oil. Mycoses 54, E364–E376 (2011)

    Article  Google Scholar 

  28. Havlicek, V., Jegorov, A., Sedmera, P., Ryska, M.: Sequencing of cyclosporins by fast atom bombardment and linked scan mass spectrometry. Org. Mass Spectrom. 28, 1440–1447 (1993)

    Article  CAS  Google Scholar 

  29. Velkov, T., Horne, J., Scanlon, M.J., Capuano, B., Yuriev, E., Lawen, A.: Characterization of the N-methyltransferase activities of the multifunctional polypeptide cyclosporin synthetase. Chem. Biol. 18, 464–475 (2011)

    Article  CAS  Google Scholar 

  30. Jegorov, A., Havlicek, V.: Spontaneous N -> O acyl shift in the M + H (+) ions of MeBmt(1) -cyclosporins in an ion trap. J. Mass Spectrom. 36, 633–640 (2001)

    Article  CAS  Google Scholar 

Download references

Acknowledgments

The authors acknowledge support for this work from the Ministry of Education, Youth, and Sports of the Czech Republic (ME10013), IMIC institutional research concept RVO61388971, Charles University in Prague (UNCE_204025/2012), and Czech Science Foundation (P206/12/1150).

The authors thank their colleague Petr Man for helpful discussion in the initial stage of script preparation.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Vladimir Havlicek.

Additional information

This paper is dedicated to our colleague and friend professor Catherine Fenselau in recognition of the 2012 ASMS Award for Distinguished Contribution in Mass Spectrometry.

Electronic Supplementary Material

This material is available free of charge via the Internet at: http://www.springerlink.com/content/1044-0305?MUD=MP

ESM 1

(PDF 486 kb)

Rights and permissions

Reprints and permissions

About this article

Cite this article

Kavan, D., Kuzma, M., Lemr, K. et al. CYCLONE—A Utility for De Novo Sequencing of Microbial Cyclic Peptides. J. Am. Soc. Mass Spectrom. 24, 1177–1184 (2013). https://doi.org/10.1007/s13361-013-0652-7

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13361-013-0652-7

Key words

Navigation