Literature DB >> 25753124

Use of MALDI-TOF mass spectrometry fingerprinting to characterize Enterococcus spp. and Escherichia coli isolates.

Tiago Santos1, José Luis Capelo2, Hugo M Santos2, Irene Oliveira3, Catarina Marinho1, Alexandre Gonçalves1, José Eduardo Araújo2, Patrícia Poeta4, Gilberto Igrejas5.   

Abstract

Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) is a faster and more accurate method to identify intact bacteria than conventional microbiology and/or molecular biology methods. The MALDI-TOF MS method is potentially applicable in diagnostic laboratories to characterize commensal bacterial species, some of which are major pathogens, from human or animal gastrointestinal tracts. The aim of this study was to analyze at the cluster and statistical level the capacity of MALDI-TOF MS to distinguish between previously characterized enterococci and Escherichia coli isolated from wild birds of the Azores archipelago. Soluble proteins were extracted from intact cell cultures of 60 isolates of Enterococcus spp. and 60 isolates of E. coli by an expedient method. MALDI-TOF MS was used to obtain 1200 mass spectra that were statistically analyzed and compared. A total of 215 distinct mass-to-charge (m/z) peaks were obtained, including a peak at m/z 4428±3, which is exclusively found in spectra from Enterococcus isolates, and peaks at m/z 5379±3 and m/z 6253±3, which are only detected in spectra from E. coli isolates. By processing mass spectra and analyzing them statistically with MassUp software, including principal component analysis (PCA) and clustering, it was possible to correctly distinguish between isolates of Enterococcus and Escherichia genera. The results of the proteomic analysis confirm that these tools could be used to characterize whole bacterial cells. In the future, with an optimized protocol for obtaining plasmid-associated proteins and the further development of bioinformatics methods, it is likely that mass peak characteristic of antimicrobial resistance will be detected, increasing the potential usefulness of MALDI-TOF in routine clinical assays. BIOLOGICAL SIGNIFICANCE: This study highlights the importance of MALDI-TOF MS in the rapid and reliable identification of bacteria by whole-cell analysis. The mass spectrometry approach performed in this study further contributes for the microbial biomarker discovery culminating in a preferable bacteria identification and antimicrobial resistance tool for the future of clinical microbiology. This article is part of a Special Issue entitled: HUPO 2014.
Copyright © 2015 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Bacterial identification; Enterococcus spp.; Escherichia coli; MALDI-TOF MS; MassUp; Statistical analysis

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Year:  2015        PMID: 25753124     DOI: 10.1016/j.jprot.2015.02.017

Source DB:  PubMed          Journal:  J Proteomics        ISSN: 1874-3919            Impact factor:   4.044


  5 in total

Review 1.  Recent development of mass spectrometry and proteomics applications in identification and typing of bacteria.

Authors:  Keding Cheng; Huixia Chui; Larissa Domish; Drexler Hernandez; Gehua Wang
Journal:  Proteomics Clin Appl       Date:  2016-02-02       Impact factor: 3.494

2.  Characterization of Multidrug Resistant E. faecalis Strains from Pigs of Local Origin by ADSRRS-Fingerprinting and MALDI -TOF MS; Evaluation of the Compatibility of Methods Employed for Multidrug Resistance Analysis.

Authors:  Aneta Nowakiewicz; Grażyna Ziółkowska; Przemysław Zięba; Sebastian Gnat; Aleksandra Trościańczyk; Łukasz Adaszek
Journal:  PLoS One       Date:  2017-01-30       Impact factor: 3.240

3.  A novel method to rapidly distinguish the geographical origin of traditional fermented-salted vegetables by mass fingerprinting.

Authors:  So-Ra Yoon; Sung Hyun Kim; Hae-Won Lee; Ji-Hyoung Ha
Journal:  PLoS One       Date:  2017-11-17       Impact factor: 3.240

4.  Discrimination and Characterization of Escherichia coli Originating from Clinical Cases of Femoral Head Necrosis in Broilers by MALDI-TOF Mass Spectrometry Confirms Great Heterogeneity of Isolates.

Authors:  Marina Nees; Michael Hess; Claudia Hess
Journal:  Microorganisms       Date:  2022-07-20

5.  Putative Protein Biomarkers of Escherichia coli Antibiotic Multiresistance Identified by MALDI Mass Spectrometry.

Authors:  Telma de Sousa; Didier Viala; Laetitia Théron; Christophe Chambon; Michel Hébraud; Patricia Poeta; Gilberto Igrejas
Journal:  Biology (Basel)       Date:  2020-03-19
  5 in total

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