Rapid and robust analytical protocol for E. coli STEC bacteria subspecies differentiation using whole cell MALDI mass spectrometry

Whole cell MALDI is regularly used for the identification of bacteria to species level in clinical Microbiology laboratories. However, there remains a need to rapidly characterize and differentiate isolates below the species level to support outbreak management. We describe the implementation of a m...

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Veröffentlicht in:Talanta (Oxford) 2018-05, Vol.182, p.164-170
Hauptverfasser: Mclean, Kevin, Palarea-Albaladejo, Javier, Currie, Carol G., Imrie, Lisa H.J., Manson, Erin D.T., Fraser-Pitt, Douglas, Wright, Frank, Alexander, Colin J., Pollock, Kevin G.J., Allison, Lesley, Hanson, Mary, Smith, David G.E.
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container_start_page 164
container_title Talanta (Oxford)
container_volume 182
creator Mclean, Kevin
Palarea-Albaladejo, Javier
Currie, Carol G.
Imrie, Lisa H.J.
Manson, Erin D.T.
Fraser-Pitt, Douglas
Wright, Frank
Alexander, Colin J.
Pollock, Kevin G.J.
Allison, Lesley
Hanson, Mary
Smith, David G.E.
description Whole cell MALDI is regularly used for the identification of bacteria to species level in clinical Microbiology laboratories. However, there remains a need to rapidly characterize and differentiate isolates below the species level to support outbreak management. We describe the implementation of a modified preparative approach for MALDI-MS combined with a custom analytical computational pipeline as a rapid procedure for subtyping Shigatoxigenic E. coli (STEC) and accurately identifying strain-specifying biomarkers. The technique was able to differentiate E. coli O157:H7 from other STEC. Within O157 serotype O157:H7 isolates were readily distinguishable from Sorbitol Fermenting O157 isolates. Overall, nine homogeneous groups of isolates were distinguished, each exhibiting distinct profiles of defining mass spectra features. This offers a robust analytical tool useable in reference/diagnostic public health scenarios. [Display omitted] •Simplified preparative protocol reducing sample handling steps under containment.•Pre-processing steps to filter low quality and outlying mass spectra automatically.•Informative grouping structure of biologically relevant clusters distinguished.•Defining MS features (biomarkers) for sub-species determination and identification.•E. coli O157:H7 readily distinguished from other STEC serotypes and O157SF strains.
doi_str_mv 10.1016/j.talanta.2018.01.055
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subjects Bacterial Typing Techniques - methods
Bacterial Typing Techniques - statistics & numerical data
Escherichia coli
Escherichia coli O157 - isolation & purification
MALDI-MS
Mass spectrometry
Principal Component Analysis
Serogroup
Shiga-Toxigenic Escherichia coli - isolation & purification
Shigatoxigenic E. coli
Species Specificity
Spectral processing
Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization - methods
Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization - statistics & numerical data
STEC
Time Factors
title Rapid and robust analytical protocol for E. coli STEC bacteria subspecies differentiation using whole cell MALDI mass spectrometry
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