Genus, Species, and Subspecies Classification of Salmonella Isolates by Proteomics

Identification of bacteria by mass spectrometry offers the potential of a high-throughput non-targeted method to determine the presence of Salmonella. While MALDI-TOF mass spectrometry can identify Salmonella at the genus and species level, few studies have reported subtyping beyond the species leve...

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Veröffentlicht in:Applied sciences 2021-05, Vol.11 (9), p.4264, Article 4264
Hauptverfasser: Chen, Shu-Hua, Parker, Christine H., Croley, Timothy R., McFarland, Melinda A.
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Croley, Timothy R.
McFarland, Melinda A.
description Identification of bacteria by mass spectrometry offers the potential of a high-throughput non-targeted method to determine the presence of Salmonella. While MALDI-TOF mass spectrometry can identify Salmonella at the genus and species level, few studies have reported subtyping beyond the species level due to the diversity and complexity of Salmonella that includes more than 2600 serovars. Liquid chromatography-tandem mass spectrometry (LC-MS/MS) approaches enable profiling of a greater number of proteins over a larger dynamic range and offer the potential to detect small differences between closely related isolates. We evaluate the discriminatory power of bottom-up LC-MS/MS with a collection of nineteen isolates that differ at the genus, species, subspecies, or strain level. Isolates were classified by matching the sequence of identified peptides to reference proteomes translated from genomes with known taxonomic ranks. The degree of proteomic similarity between the tested isolates and reference strains correlated with how closely they were related. All tested Salmonella isolates were easily distinguished from their close relatives, E. coli and Shigella, and readily grouped by species and subspecies. Additionally, each Salmonella isolate most closely matched to its correct serovar. This approach presents a simple and effective proteomic approach to identification of Salmonella genus, species, and subspecies.
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subjects Bacteria
Biomarkers
Chemistry
Chemistry, Multidisciplinary
Chromatography
Classification
Engineering
Engineering, Multidisciplinary
Genomes
Identification
Ions
Laboratories
Liquid chromatography
Mass spectrometry
Mass spectroscopy
Materials Science
Materials Science, Multidisciplinary
Methods
Pathogens
Peptides
Physical Sciences
Physics
Physics, Applied
Proteins
Proteomics
Salmonella
Science & Technology
Scientific imaging
Solvents
Species classification
Spectroscopy
subtyping
Taxonomy
Technology
title Genus, Species, and Subspecies Classification of Salmonella Isolates by Proteomics
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