Characterization of Foodborne Strains of Staphylococcus aureus by Shotgun Proteomics: Functional Networks, Virulence Factors and Species-Specific Peptide Biomarkers
In the present work, we applied a shotgun proteomics approach for the fast and easy characterization of 20 different foodborne strains of Staphylococcus aureus (S. aureus), one of the most recognized foodborne pathogenic bacteria. A total of 644 non-redundant proteins were identified and analyzed vi...
Main Authors: | , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2017-12-01
|
Series: | Frontiers in Microbiology |
Subjects: | |
Online Access: | http://journal.frontiersin.org/article/10.3389/fmicb.2017.02458/full |
id |
doaj-e5bade36fd86459690f30a3804a5fae4 |
---|---|
record_format |
Article |
spelling |
doaj-e5bade36fd86459690f30a3804a5fae42020-11-25T01:57:11ZengFrontiers Media S.A.Frontiers in Microbiology1664-302X2017-12-01810.3389/fmicb.2017.02458314295Characterization of Foodborne Strains of Staphylococcus aureus by Shotgun Proteomics: Functional Networks, Virulence Factors and Species-Specific Peptide BiomarkersMónica Carrera0Karola Böhme1José M. Gallardo2Jorge Barros-Velázquez3Benito Cañas4Pilar Calo-Mata5Department of Food Technology, Spanish National Research Council, Marine Research Institute, Vigo, SpainDepartment of Analytical Chemistry, Nutrition and Food Science, School of Veterinary Sciences, University of Santiago de Compostela, Lugo, SpainDepartment of Food Technology, Spanish National Research Council, Marine Research Institute, Vigo, SpainDepartment of Analytical Chemistry, Nutrition and Food Science, School of Veterinary Sciences, University of Santiago de Compostela, Lugo, SpainDepartment of Analytical Chemistry, Complutense University of Madrid, Madrid, SpainDepartment of Analytical Chemistry, Nutrition and Food Science, School of Veterinary Sciences, University of Santiago de Compostela, Lugo, SpainIn the present work, we applied a shotgun proteomics approach for the fast and easy characterization of 20 different foodborne strains of Staphylococcus aureus (S. aureus), one of the most recognized foodborne pathogenic bacteria. A total of 644 non-redundant proteins were identified and analyzed via an easy and rapid protein sample preparation procedure. The results allowed the differentiation of several proteome datasets from the different strains (common, accessory, and unique datasets), which were used to determine relevant functional pathways and differentiate the strains into different Euclidean hierarchical clusters. Moreover, a predicted protein-protein interaction network of the foodborne S. aureus strains was created. The whole confidence network contains 77 nodes and 769 interactions. Most of the identified proteins were surface-associated proteins that were related to pathways and networks of energy, lipid metabolism and virulence. Twenty-seven virulence factors were identified, and most of them corresponded to autolysins, N-acetylmuramoyl-L-alanine amidases, phenol-soluble modulins, extracellular fibrinogen-binding proteins and virulence factor EsxA. Potential species-specific peptide biomarkers were screened. Twenty-one species-specific peptide biomarkers, belonging to eight different proteins (nickel-ABC transporter, N-acetylmuramoyl-L-alanine amidase, autolysin, clumping factor A, gram-positive signal peptide YSIRK, cysteine protease/staphopain, transcriptional regulator MarR, and transcriptional regulator Sar-A), were proposed to identify S. aureus. These results constitute the first major dataset of peptides and proteins of foodborne S. aureus strains. This repository may be useful for further studies, for the development of new therapeutic treatments for S. aureus food intoxications and for microbial source-tracking in foodstuffs.http://journal.frontiersin.org/article/10.3389/fmicb.2017.02458/fullfoodborneStaphylococcus aureusshotgun proteomicsmass spectrometryfunctional networksvirulence factors |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Mónica Carrera Karola Böhme José M. Gallardo Jorge Barros-Velázquez Benito Cañas Pilar Calo-Mata |
spellingShingle |
Mónica Carrera Karola Böhme José M. Gallardo Jorge Barros-Velázquez Benito Cañas Pilar Calo-Mata Characterization of Foodborne Strains of Staphylococcus aureus by Shotgun Proteomics: Functional Networks, Virulence Factors and Species-Specific Peptide Biomarkers Frontiers in Microbiology foodborne Staphylococcus aureus shotgun proteomics mass spectrometry functional networks virulence factors |
author_facet |
Mónica Carrera Karola Böhme José M. Gallardo Jorge Barros-Velázquez Benito Cañas Pilar Calo-Mata |
author_sort |
Mónica Carrera |
title |
Characterization of Foodborne Strains of Staphylococcus aureus by Shotgun Proteomics: Functional Networks, Virulence Factors and Species-Specific Peptide Biomarkers |
title_short |
Characterization of Foodborne Strains of Staphylococcus aureus by Shotgun Proteomics: Functional Networks, Virulence Factors and Species-Specific Peptide Biomarkers |
title_full |
Characterization of Foodborne Strains of Staphylococcus aureus by Shotgun Proteomics: Functional Networks, Virulence Factors and Species-Specific Peptide Biomarkers |
title_fullStr |
Characterization of Foodborne Strains of Staphylococcus aureus by Shotgun Proteomics: Functional Networks, Virulence Factors and Species-Specific Peptide Biomarkers |
title_full_unstemmed |
Characterization of Foodborne Strains of Staphylococcus aureus by Shotgun Proteomics: Functional Networks, Virulence Factors and Species-Specific Peptide Biomarkers |
title_sort |
characterization of foodborne strains of staphylococcus aureus by shotgun proteomics: functional networks, virulence factors and species-specific peptide biomarkers |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Microbiology |
issn |
1664-302X |
publishDate |
2017-12-01 |
description |
In the present work, we applied a shotgun proteomics approach for the fast and easy characterization of 20 different foodborne strains of Staphylococcus aureus (S. aureus), one of the most recognized foodborne pathogenic bacteria. A total of 644 non-redundant proteins were identified and analyzed via an easy and rapid protein sample preparation procedure. The results allowed the differentiation of several proteome datasets from the different strains (common, accessory, and unique datasets), which were used to determine relevant functional pathways and differentiate the strains into different Euclidean hierarchical clusters. Moreover, a predicted protein-protein interaction network of the foodborne S. aureus strains was created. The whole confidence network contains 77 nodes and 769 interactions. Most of the identified proteins were surface-associated proteins that were related to pathways and networks of energy, lipid metabolism and virulence. Twenty-seven virulence factors were identified, and most of them corresponded to autolysins, N-acetylmuramoyl-L-alanine amidases, phenol-soluble modulins, extracellular fibrinogen-binding proteins and virulence factor EsxA. Potential species-specific peptide biomarkers were screened. Twenty-one species-specific peptide biomarkers, belonging to eight different proteins (nickel-ABC transporter, N-acetylmuramoyl-L-alanine amidase, autolysin, clumping factor A, gram-positive signal peptide YSIRK, cysteine protease/staphopain, transcriptional regulator MarR, and transcriptional regulator Sar-A), were proposed to identify S. aureus. These results constitute the first major dataset of peptides and proteins of foodborne S. aureus strains. This repository may be useful for further studies, for the development of new therapeutic treatments for S. aureus food intoxications and for microbial source-tracking in foodstuffs. |
topic |
foodborne Staphylococcus aureus shotgun proteomics mass spectrometry functional networks virulence factors |
url |
http://journal.frontiersin.org/article/10.3389/fmicb.2017.02458/full |
work_keys_str_mv |
AT monicacarrera characterizationoffoodbornestrainsofstaphylococcusaureusbyshotgunproteomicsfunctionalnetworksvirulencefactorsandspeciesspecificpeptidebiomarkers AT karolabohme characterizationoffoodbornestrainsofstaphylococcusaureusbyshotgunproteomicsfunctionalnetworksvirulencefactorsandspeciesspecificpeptidebiomarkers AT josemgallardo characterizationoffoodbornestrainsofstaphylococcusaureusbyshotgunproteomicsfunctionalnetworksvirulencefactorsandspeciesspecificpeptidebiomarkers AT jorgebarrosvelazquez characterizationoffoodbornestrainsofstaphylococcusaureusbyshotgunproteomicsfunctionalnetworksvirulencefactorsandspeciesspecificpeptidebiomarkers AT benitocanas characterizationoffoodbornestrainsofstaphylococcusaureusbyshotgunproteomicsfunctionalnetworksvirulencefactorsandspeciesspecificpeptidebiomarkers AT pilarcalomata characterizationoffoodbornestrainsofstaphylococcusaureusbyshotgunproteomicsfunctionalnetworksvirulencefactorsandspeciesspecificpeptidebiomarkers |
_version_ |
1724975928037081088 |