Skip to main content

Matrix Assisted Laser Desorption Ionization Mass Spectrometric Analysis of Bacillus anthracis: From Fingerprint Analysis of the Bacterium to Quantification of its Toxins in Clinical Samples

  • Conference paper
  • First Online:

Abstract

A range of mass spectrometry-based techniques have been used to identify, characterize and differentiate Bacillus anthracis, both in culture for forensic applications and for diagnosis during infection. This range of techniques could usefully be considered to exist as a continuum, based on the degrees of specificity involved. We show two examples here, a whole-organism fingerprinting method and a high-specificity assay for one unique protein, anthrax lethal factor.

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

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   219.99
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

Learn about institutional subscriptions

References

  1. Mock M, Mignot T (2003) Anthrax toxins and the host: a story of intimacy. Cell Microbiol 5:15–23

    Article  CAS  Google Scholar 

  2. Jernigan JA, Stephens DS, Ashford DA, Omenaca C, Topiel MS, Galbraith M et al (2001) Bioterrorism-related inhalational anthrax: the first 10 cases reported in the United States. Emerg Infect Dis 7:933–944

    Article  CAS  Google Scholar 

  3. Jernigan DB, Raghunathan PL, Bell BP, Brechner R, Bresnitz EA, Butler JC et al (2002) Investigation of bioterrorism-related anthrax, United States, 2001: epidemiologic findings. Emerg Infect Dis 8:1019–1028

    Google Scholar 

  4. Hoffmaster AR, Meyer RF, Bowen MP, Marston CK, Weyant RS, Barnett GA, Sejvar JJ, Jernigan JA, Perkins BA, Popovic T (2002) Evaluation and validation of a real-time polymerase chain reaction assay for rapid identification of Bacillus anthracis. Emerg Infect Dis 8:1172–1182

    Google Scholar 

  5. Hoffmaster AR, Fitzgerald CC, Ribot E, Mayer LW, Popovic T (2002) Molecular subtyping of Bacillus anthracis and the 2001 bioterrorism-associated anthrax outbreak, United States. Emerg Infect Dis 8:1111–1116

    CAS  Google Scholar 

  6. Shieh WJ, Guarner J, Paddock C, Greer P, Tatti K, Fischer M, Layton M, Philips M, Bresnitz E, Quinn CP, Popovic T, Perkins BA, Zaki SR (2003) The critical role of pathology in the investigation of bioterrorism-related cutaneous anthrax. Am J Pathol 163:1901–1910

    Google Scholar 

  7. Quinn CP, Semenova VA, Elie CM, Romero-Steiner S, Greene C, Li H, Stamey K, Steward-Clark E, Schmidt DS, Mothershed E et al (2002) A specific, sensitive and quantitative enzyme linked immunosorbent assay for human immunoglobulin G antibodies to anthrax toxin protective antigen. Emerg Infect Dis 8:1103–1110

    CAS  Google Scholar 

  8. Quinn CP, Dull PM, Semenova V, Li H, Crotty S, Taylor TH, Steward-Clark E, Stamey KL, Schmidt DS, Wallace Stinson K, Freeman AE, Elie CM, Martin SK, Greene C, Aubert RD, Glidewell J, Perkins BA, Ahmed R, Stephens DS (2004) Immune responses to Bacillus anthracis protective antigen in individuals with bioterrorism-associated cutaneous and inhalation anthrax. J Infect Dis 190:1228–1236

    Article  CAS  Google Scholar 

  9. Dickinson DN, La Duc MT, Haskins WE, Gornushkin I, Winefordner JD, Powell DH, Venkateswaran K (2004) Species differentiation of a diverse suite of Bacillus spores by mass spectrometry-based protein profiling. Appl Environ Microbiol 70:475–482

    Article  CAS  Google Scholar 

  10. Claydon MA, Davey SN, Edwards-Jones V, Gordon DB (1996) The rapid identification of intact microorganisms using mass spectrometry. Nat Biotechnol 14:1584–1586

    Article  CAS  Google Scholar 

  11. Jarman KH, Cebula ST, Saenz AJ, Petersen CE, Valentine NB, Kingsley MT, Wahl KL (2000) An algorithm for automated bacterial identification using matrix-assisted laser desorption/ionization mass spectrometry. Anal Chem 72:1217–1223

    Article  CAS  Google Scholar 

  12. Lasch P, Beyer W, Nattermann H, Stämmler M, Siegbrecht E, Grunow R, Naumann D (2009) Identification of Bacillus anthracis using MALDI-ToF mass spectrometry and artificial neural networks. Appl Environ Microbiol 75:7229–7242

    Google Scholar 

  13. Moura H, Woolfitt AR, Carvalho MG, Pavlopoulos A, Teixeira LM, Satten GA, Barr JR (2008) MALDI-TOF mass spectrometry as a tool for differentiation of invasive and noninvasive Streptococcus pyogenes isolates. FEMS Immunol Med Microbiol 53:333–342

    Article  CAS  Google Scholar 

  14. Hathout Y, Setlow B, Cabrera-Martinez RM, Fenselau C, Setlow P (2003) Small, acid-soluble proteins as biomarkers in mass spectrometry analysis of Bacillus spores. Appl Environ Microbiol 69:1100–1107

    Article  CAS  Google Scholar 

  15. Castanha ER, Fox A, Fox KF (2006) Rapid discrimination of Bacillus anthracis from other members of the B. cereus group by mass and sequence of “intact” small acid soluble proteins (SASPs) using mass spectrometry. J Microbiol Methods 67:230–240

    Article  CAS  Google Scholar 

  16. Warscheid B, Fenselau C (2004) A targeted proteomics approach to the rapid identification of bacterial cell mixtures by matrix-assisted laser desorption/ionization mass spectrometry. Proteomics 4:2877–2892

    Article  CAS  Google Scholar 

  17. Xu M, Voorhees KJ, Hadfield TL (2003) Repeatability and pattern recognition of bacterial fatty acid profiles generated by direct mass spectrometric analysis of in situ thermal hydrolysis/methylation of whole cells. Talanta 59:577–589

    Article  CAS  Google Scholar 

  18. Fox A, Stewart GC, Waller LN, Fox KF, Harley WM, Price RL (2003) Carbohydrates and glycoproteins of Bacillus anthracis and related bacilli: targets for biodetection. J Microbiol Methods 54:143–152

    Article  CAS  Google Scholar 

  19. Boyer AE, Quinn CP, Woolfitt AR, Pirkle JL, McWilliams LG, Stamey KL, Bagarozzi DA, Hart JC Jr, Barr JR (2007) Detection and quantification of anthrax lethal factor in serum by mass spectrometry. Anal Chem 79:8463–8470

    Article  CAS  Google Scholar 

  20. Pierce CY, Barr JR, Woolfitt AR, Moura H, Shaw EI, Thompson HA, Fernandez FM (2007) Strain and phase identification of the U.S. Category B agent Coxiella burnetii by matrix assistred laser desorbtion/ionization time-of-flight mass spectrometry and multivariate pattern recognition. Anal Chim Acta 583:23–31

    Article  CAS  Google Scholar 

  21. Satten GA, Datta S, Moura H, Woolfitt AR, Carvalho MG, Carlone GM, De BK, Pavlopoulos A, Barr JR (2004) Standardization and denoising algorithms for mass spectra to classify whole-organism bacterial specimens. Bioinformatics 20:3128–3136

    Article  CAS  Google Scholar 

  22. Hammer Ø, Harper DAT, Ryan PD (2001) PAST: Paleontological statistics software package for education and data analysis. Palaeontol Electron 4:9. http://palaeo-electronica.org/2001_1/past/issue1_01.htm

  23. Breiman L (2001) Random forests. Mach Learn 45:5–32

    Article  Google Scholar 

  24. Breiman L, Cutler A (2009) Random forests. http://www.stat.berkeley.edu/∼breiman/RandomForests/cc_home.htm. Accessed October 2009

  25. Pineda FJ, Antoine MD, Demirev PA, Feldman AB, Jackman J, Longenecker M, Lin JS (2003) Microorganism identification by matrix-assisted laser/desorption ionization mass spectrometry and model-derived ribosomal protein biomarkers. Anal Chem 75:3817–3822

    Article  CAS  Google Scholar 

  26. Boyer AE, Quinn CP, Hoffmaster AR, Kozel TR, Saile E, Marston CK, Percival A, Plikaytis BD, Woolfitt AR, Gallegos M, Sabourin P, McWilliams LG, Pirkle JL, Barr JR (2009) Kinetics of lethal factor and poly-D-glutamic acid antigenemia during inhalation anthax in rhesus macaques. Infect Immun 77:3432–3441

    Article  CAS  Google Scholar 

  27. Brachman PS (1980) Inhalation anthrax. Ann NY Acad Sci 353:83–93

    Article  CAS  Google Scholar 

  28. Walsh JJ, Pesik N, Quinn CP, Urdaneta V, Dykewicz CA, Boyer AE, Guarner J, Wilkins P, Norville KJ, Barr JR, Zaki SR, Patel JB, Reagan SP, Pirkle JL, Treadwell TA, Messonnier NR, Rotz LD, Meyer RF, Stephens DS (2007) A case of naturally acquired inhalation anthrax: clinical care and analyses of anti-protective antigen immunoglobulin G and lethal factor. Clin Infect Dis 44:968–971

    Article  Google Scholar 

  29. Hoffmaster AR, Ravel J, Rasko DA, Chapman GD, Chute MD, Marston CK, De BK, Sacchi CT, Fitzgerald C, Mayer LW, Maiden MC, Priest FG, Barker M, Jiang L, Cer RZ, Rilstone J, Peterson SN, Weyant RS, Galloway DR, Read TD, Popovic T, Fraser CM (2004) Identification of anthrax toxin genes in a Bacillus cereus associated with an illness resembling inhalation anthrax. Proc Natl Acad Sci U S A 101:8449–8454

    Article  CAS  Google Scholar 

  30. Avashia SB, Riggins WS, Lindley C, Hoffmaster A, Drumgoole R, Nekomoto T, Jackson PJ, Hill KK, Williams K, Lehman L, Libal MC, Wilkins PP, Alexander J, Tvaryanas A, Betz T (2007) Fatal pneumonia among metalworkers due to inhalation exposure to Bacillus cereus containing Bacillus anthracis toxin genes. Clin Infect Dis 44:414–416

    Article  Google Scholar 

Download references

Acknowledgements

References in this article to any specific commercial products, process, service, manufacturer, or company do not constitute an endorsement or a recommendation by the US government or the Centers for Disease Control and Prevention. The findings and conclusions in this report are those of the authors and do not necessarily represent the views of CDC.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to John R. Barr .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2011 Springer Science+Business Media B.V.

About this paper

Cite this paper

Woolfitt, A.R. et al. (2011). Matrix Assisted Laser Desorption Ionization Mass Spectrometric Analysis of Bacillus anthracis: From Fingerprint Analysis of the Bacterium to Quantification of its Toxins in Clinical Samples. In: Banoub, J. (eds) Detection of Biological Agents for the Prevention of Bioterrorism. NATO Science for Peace and Security Series A: Chemistry and Biology. Springer, Dordrecht. https://doi.org/10.1007/978-90-481-9815-3_6

Download citation

Publish with us

Policies and ethics