Classification and Identification Tasks in Microbiology: Mass Spectrometric Methods Coming to the Aid

Mass spectrometry (MS) methods furnish the clue to many microbiological applications including advanced studies on the diversity and classification of prokaryotes. Mass spectral data contribute to the polyphasic taxonomy which considers genotypic characters together with structure-functional and ecological traits. Additionally, these methods contribute to reliable and rapid identification of microorganisms bypassing conventional manipulations which are materials and time consuming. MS based analyses of biomarkers can be performed at the level of whole cells, cell homogenates, subcellular fractions, and individual molecules. For this purpose, various MS methods can be employed, such as MALDI-TOF, ESI, SELDI, and BAMS. Of these, MALDI-TOF MS is the especially easy-to-use and rapid method with many analytical applications, primarily in proteomics which aims at comprehensive description of protein inventory in prokaryotes. An alternative for detection and comparison of biomarkers via MS is amplification and alignment of marker gene sequences. Two molecular approaches supplement each other under support of database resources. Microbiologists readily assimilate MS methods propelled by high performance analyzers and sensitive detectors. The review focuses at progressing application of MS methods in microbiology, with an emphasis on identification and comparative study of bacteria.

[1]  A. Pinevich,et al.  Taxonomic Attribution of “Oscillatoriales” Strains within the Bacteriological System of Cyanobacteria: Identification Algorithm for Operational Genera , 2018, Microbiology.

[2]  Jian’an Liu,et al.  Mass Spectrometry Methodology in Lipid Analysis , 2014, International journal of molecular sciences.

[3]  K. Harada,et al.  Application of MALDI Biotyper to cyanobacterial profiling. , 2017, Rapid communications in mass spectrometry : RCM.

[4]  T. Sandrin,et al.  MALDI TOF MS profiling of bacteria at the strain level: a review. , 2013, Mass spectrometry reviews.

[5]  Joany Jackman,et al.  Microorganism identification by matrix-assisted laser/desorption ionization mass spectrometry and model-derived ribosomal protein biomarkers. , 2003, Analytical chemistry.

[6]  N. Singhal,et al.  MALDI-TOF mass spectrometry: an emerging technology for microbial identification and diagnosis , 2015, Front. Microbiol..

[7]  S. Gaskell,et al.  New Applications of Mass Spectrometry in Lipid Analysis* , 2011, The Journal of Biological Chemistry.

[8]  P. Verheijen,et al.  Bioaerosol Analysis by Single Particle Mass Spectrometry , 2007 .

[9]  C. Fenselau,et al.  A targeted proteomics approach to the rapid identification of bacterial cell mixtures by matrix‐assisted laser desorption/ionization mass spectrometry , 2004, Proteomics.

[10]  Alex van Belkum,et al.  Microbial Typing by Matrix-Assisted Laser Desorption Ionization–Time of Flight Mass Spectrometry: Do We Need Guidance for Data Interpretation? , 2014, Journal of Clinical Microbiology.

[11]  Jonathan Puddick,et al.  MALDI-TOF Mass spectrometry of Cyanobacteria: a Global Approach to the Discovery of Novel Secondary Metabolites * , 2008 .

[12]  R. Amann,et al.  The species concept for prokaryotes. , 2013, FEMS microbiology reviews.

[13]  M. Welker Proteomics for routine identification of microorganisms , 2011, Proteomics.

[14]  D. Ecker,et al.  Reverse transcription polymerase chain reaction and electrospray ionization mass spectrometry for identifying acute viral upper respiratory tract infections , 2011, Diagnostic Microbiology and Infectious Disease.

[15]  Gilbert GREUB,et al.  Applications of MALDI-TOF mass spectrometry in clinical diagnostic microbiology. , 2012, FEMS microbiology reviews.

[16]  Lin Zhang,et al.  Biomarker- and similarity coefficient-based approaches to bacterial mixture characterization using matrix-assisted laser desorption ionization time-of-flight mass spectrometry (MALDI-TOF MS) , 2015, Scientific Reports.

[17]  Peter A. Snyder,et al.  Classification and identification of bacteria using mass spectrometry-based proteomics , 2005, Expert review of proteomics.

[18]  P. Hsueh,et al.  Comparison of the Accuracy of Two Conventional Phenotypic Methods and Two MALDI-TOF MS Systems with That of DNA Sequencing Analysis for Correctly Identifying Clinically Encountered Yeasts , 2014, PloS one.

[19]  Gehua Wang,et al.  Recent development of mass spectrometry and proteomics applications in identification and typing of bacteria , 2016, Proteomics. Clinical applications.

[20]  Matthias Frank,et al.  Reagentless detection and classification of individual bioaerosol particles in seconds. , 2004, Analytical chemistry.

[21]  Charles R. Cantor,et al.  Automated comparative sequence analysis by base-specific cleavage and mass spectrometry for nucleic acid-based microbial typing , 2007, Proceedings of the National Academy of Sciences.

[22]  Koichi Tanaka,et al.  Protein and polymer analyses up to m/z 100 000 by laser ionization time-of-flight mass spectrometry , 1988 .

[23]  Trinad Chakraborty,et al.  Rapid Identification and Typing of Listeria Species by Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry , 2008, Applied and Environmental Microbiology.

[24]  T. Yip,et al.  SELDI ProteinChip® Array in Oncoproteomic Research , 2002, Technology in cancer research & treatment.

[25]  S. Richter,et al.  Multicenter Evaluation of the Vitek MS Matrix-Assisted Laser Desorption Ionization–Time of Flight Mass Spectrometry System for Identification of Gram-Positive Aerobic Bacteria , 2013, Journal of Clinical Microbiology.

[26]  A. Cembella,et al.  Rapid detection of cyanobacterial toxins in precursor ion mode by liquid chromatography tandem mass spectrometry. , 2007, Journal of mass spectrometry : JMS.

[27]  O. Prakash,et al.  Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass-Spectrometry (MALDI-TOF MS) Based Microbial Identifications: Challenges and Scopes for Microbial Ecologists , 2016, Front. Microbiol..

[28]  Peter Roepstorff,et al.  Electrospray ionization and matrix assisted laser desorption/ionization mass spectrometry: Powerful analytical tools in recombinant protein chemistry , 1996, Nature Biotechnology.

[29]  J. Schrenzel,et al.  Application and use of various mass spectrometry methods in clinical microbiology. , 2010, Clinical microbiology and infection : the official publication of the European Society of Clinical Microbiology and Infectious Diseases.

[30]  A. Konopka,et al.  Optimization of MALDI-TOF MS for strain level differentiation of Arthrobacter isolates. , 2006, Journal of Microbiological Methods.

[31]  Direct common gram-negative bacterial identification from positive blood culture bottles by SELDI-TOF MS. , 2014, Journal of microbiological methods.

[32]  B. V. Baar Characterisation of bacteria by matrix-assisted laser desorption/ionisation and electrospray mass spectrometry. , 2000, FEMS microbiology reviews.

[33]  M. Roberts,et al.  Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry in clinical chemistry. , 2003, Clinica chimica acta; international journal of clinical chemistry.

[34]  Ruifu Yang,et al.  Universal Sample Preparation Method for Characterization of Bacteria by Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry , 2007, Applied and Environmental Microbiology.

[35]  P. Demirev,et al.  Rapid Characterization of Microorganisms by Mass Spectrometry: An Overview , 2011 .

[36]  O. Petrini,et al.  A Rapid MALDI-TOF MS Identification Database at Genospecies Level for Clinical and Environmental Aeromonas Strains , 2012, PloS one.

[37]  E. Moore,et al.  Applications of whole-cell matrix-assisted laser-desorption/ionization time-of-flight mass spectrometry in systematic microbiology. , 2011, Systematic and applied microbiology.

[38]  J. Westrick,et al.  Detection of various freshwater cyanobacterial toxins using ultra-performance liquid chromatography tandem mass spectrometry. , 2010, Toxicon : official journal of the International Society on Toxinology.

[39]  Helen Sutton,et al.  Compilation of a MALDI-TOF mass spectral database for the rapid screening and characterisation of bacteria implicated in human infectious diseases. , 2004, Infection, genetics and evolution : journal of molecular epidemiology and evolutionary genetics in infectious diseases.

[40]  M. Forsman,et al.  Discrimination of Francisella tularensis subspecies using surface enhanced laser desorption ionization mass spectrometry and multivariate data analysis. , 2005, FEMS microbiology letters.

[41]  S. McCutchen-Maloney,et al.  Detection and identification of virulence factors in Yersinia pestis using SELDI ProteinChip system. , 2001, BioTechniques.

[42]  C. Shih,et al.  Rapid identification of haloarchaea and methanoarchaea using the matrix assisted laser desorption/ionization time-of-flight mass spectrometry , 2015, Scientific Reports.

[43]  E. Nordhoff,et al.  Mass spectrometry of nucleic acids. , 1996, Mass spectrometry reviews.

[44]  J. Fenn,et al.  Electrospray interface for liquid chromatographs and mass spectrometers. , 1985, Analytical chemistry.

[45]  P. Demirev,et al.  Characterization of intact microorganisms by MALDI mass spectrometry. , 2001, Mass spectrometry reviews.

[46]  A. Srinivasan,et al.  MALDI-TOF mass spectrometry proteomic based identification of clinical bacterial isolates , 2014, The Indian journal of medical research.

[47]  M. Karas,et al.  Laser desorption ionization of proteins with molecular masses exceeding 10,000 daltons. , 1988, Analytical chemistry.

[48]  Sebastian Böcker,et al.  Base-specific fragmentation of amplified 16S rRNA genes analyzed by mass spectrometry: A tool for rapid bacterial identification , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[49]  P. Vandamme,et al.  Validation of MALDI‐TOF MS for rapid classification and identification of lactic acid bacteria, with a focus on isolates from traditional fermented foods in Northern Vietnam , 2012, Letters in applied microbiology.

[50]  Matthias Wjst,et al.  Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry. , 2005, Methods in molecular biology.

[51]  D. Ecker,et al.  Global Surveillance of Emerging Influenza Virus Genotypes by Mass Spectrometry , 2007, PloS one.

[52]  P. Murray,et al.  What is new in clinical microbiology-microbial identification by MALDI-TOF mass spectrometry: a paper from the 2011 William Beaumont Hospital Symposium on molecular pathology. , 2012, The Journal of molecular diagnostics : JMD.

[53]  M. Frank,et al.  Bioaerosol Mass Spectrometry for Rapid Detection of Individual Airborne Mycobacterium tuberculosis H37Ra Particles , 2005, Applied and Environmental Microbiology.

[54]  M. Kawachi,et al.  Rapid Classification and Identification of Microcystis aeruginosa Strains Using MALDI–TOF MS and Polygenetic Analysis , 2016, PloS one.

[55]  D. Emerson,et al.  Identifying and Characterizing Bacteria in an Era of Genomics and Proteomics , 2008 .

[56]  F. McLafferty,et al.  Biochemical aspects of high-resolution mass spectrometry. , 1969, Annual review of biochemistry.

[57]  G. Satten,et al.  MALDI-TOF mass spectrometry as a tool for differentiation of invasive and noninvasive Streptococcus pyogenes isolates , 2008, FEMS immunology and medical microbiology.

[58]  J. Barros-Velázquez,et al.  SpectraBank: An open access tool for rapid microbial identification by MALDI‐TOF MS fingerprinting , 2012, Electrophoresis.

[59]  F. D. Chiericoa,et al.  Proteomics boosts translational and clinical microbiology , 2014 .

[60]  P. Dawyndt,et al.  Matrix-assisted laser desorption ionisation-time-of of-flight mass spectrometry of intact cells allows rapid identification of Burkholderia cepacia complex. , 2008, Journal of microbiological methods.

[61]  M. Ross,et al.  Direct fatty acid profiling of complex lipids in intact algae by fast-atom-bombardment mass spectrometry , 1986 .

[62]  Prasanna D. Khot,et al.  Novel Approach for Differentiating Shigella Species and Escherichia coli by Matrix-Assisted Laser Desorption Ionization–Time of Flight Mass Spectrometry , 2013, Journal of Clinical Microbiology.

[63]  N. Lima,et al.  Matrix-assisted laser desorption/ionization time-of-flight intact cell mass spectrometry to detect emerging pathogenic Candida species. , 2011, Diagnostic microbiology and infectious disease.

[64]  P. Hsueh,et al.  Evaluation of the Bruker Biotyper Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry System for Identification of Clinical and Environmental Isolates of Burkholderia pseudomallei , 2016, Front. Microbiol..

[65]  Willem Waegeman,et al.  Bacterial species identification from MALDI-TOF mass spectra through data analysis and machine learning. , 2011, Systematic and applied microbiology.

[66]  D. Raoult,et al.  Identification of Rare Pathogenic Bacteria in a Clinical Microbiology Laboratory: Impact of Matrix-Assisted Laser Desorption Ionization–Time of Flight Mass Spectrometry , 2013, Journal of Clinical Microbiology.

[67]  Y. Glupczynski,et al.  Evaluation of Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry for Identification of Nocardia Species , 2010, Journal of Clinical Microbiology.

[68]  David J. Ecker,et al.  TIGER: the universal biosensor , 2005 .

[69]  C. Hung,et al.  Evaluation of the matrix-assisted laser desorption/ionization time-of-flight mass spectrometry Bruker Biotyper for identification of Penicillium marneffei, Paecilomyces species, Fusarium solani, Rhizopus species, and Pseudallescheria boydii , 2015, Frontiers in Microbiology.

[70]  B. V. Baar Characterisation of bacteria by matrix-assisted laser desorption/ionisation and electrospray mass spectrometry. , 2000 .

[71]  P. Lasch,et al.  Identification of Highly Pathogenic Microorganisms by Matrix-Assisted Laser Desorption Ionization–Time of Flight Mass Spectrometry: Results of an Interlaboratory Ring Trial , 2015, Journal of Clinical Microbiology.

[72]  C. Fagerquist Amino acid sequence determination of protein biomarkers of Campylobacter upsaliensis and C. helveticus by "composite" sequence proteomic analysis. , 2007, Journal of proteome research.

[73]  P. Berche,et al.  Rapid Identification of Mycobacterial Whole Cells in Solid and Liquid Culture Media by Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry , 2010, Journal of Clinical Microbiology.

[74]  F.A.B.-Mass Spectrometry of Carbohydrates , 1988 .

[75]  Khayalethu Ntushelo,et al.  Bacterial species identification getting easier , 2013 .

[76]  M. Frank,et al.  Achieving high detection sensitivity (14 zmol) of biomolecular ions in bioaerosol mass spectrometry. , 2005, Analytical chemistry.

[77]  Liwei Sun,et al.  Characterization of ribosomal proteins as biomarkers for matrix-assisted laser desorption/ionization mass spectral identification of Lactobacillus plantarum. , 2006, Rapid communications in mass spectrometry : RCM.

[78]  G. Garrity Bergey’s Manual® of Systematic Bacteriology , 2012, Springer New York.

[79]  D. Raoult,et al.  Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry Identification of Mycobacteria in Routine Clinical Practice , 2011, PloS one.

[80]  Xianlin Han,et al.  Global analyses of cellular lipidomes directly from crude extracts of biological samples by ESI mass spectrometry: a bridge to lipidomics. , 2003, Journal of lipid research.

[81]  R. Herrmann,et al.  Preference, adaptation and survival of Mycoplasma pneumoniae subtypes in an animal model. , 2004, International journal of medical microbiology : IJMM.

[82]  A. Dell,et al.  F.A.B.-mass spectrometry of carbohydrates. , 1987, Advances in carbohydrate chemistry and biochemistry.

[83]  A. Pinevich Proposal to consistently apply the International Code of Nomenclature of Prokaryotes (ICNP) to names of the oxygenic photosynthetic bacteria (cyanobacteria), including those validly published under the International Code of Botanical Nomenclature (ICBN)/International Code of Nomenclature for algae, , 2015, International journal of systematic and evolutionary microbiology.

[84]  M. Maiden Multilocus sequence typing of bacteria. , 2006, Annual review of microbiology.

[85]  P. Demirev,et al.  Mass spectrometry for rapid characterization of microorganisms. , 1993, Annual review of analytical chemistry.

[86]  P. de Vos,et al.  Polyphasic Taxonomy , a Consensus Approach to Bacterial Systematics , 1996 .

[87]  M. Kostrzewa,et al.  , I . of Nonfermenting Bacteria Gene Sequencing for Species Identification Spectrometry in Comparison to 16 S rRNA Desorption Ionization-Time-of-Flight Mass Evaluation of Matrix-Assisted Laser , 2008 .

[88]  M. Erhard,et al.  Consistency between chemotyping of single filaments of Planktothrix rubescens (cyanobacteria) by MALDI-TOF and the peptide patterns of strains determined by HPLC-MS. , 2007, Journal of mass spectrometry : JMS.

[89]  Y. Ho,et al.  Identification of Pathogens by Mass Spectrometry , 2010, Clinical chemistry.

[90]  K. Froyd,et al.  Improved identification of primary biological aerosol particles using single-particle mass spectrometry , 2016 .

[91]  R. Hettich,et al.  Microbial metaproteomics: identifying the repertoire of proteins that microorganisms use to compete and cooperate in complex environmental communities. , 2012, Current opinion in microbiology.

[92]  A. Antunes,et al.  Molecular and phylogenetic characterization of potentially toxic cyanobacteria in Tunisian freshwaters. , 2011, Systematic and applied microbiology.