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 |
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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 |
format | Article |
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[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.</description><identifier>ISSN: 0039-9140</identifier><identifier>EISSN: 1873-3573</identifier><identifier>DOI: 10.1016/j.talanta.2018.01.055</identifier><identifier>PMID: 29501136</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>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</subject><ispartof>Talanta (Oxford), 2018-05, Vol.182, p.164-170</ispartof><rights>2018</rights><rights>Crown Copyright © 2018. Published by Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c365t-31a656b1bdcac893c1fb04804eda92a72d5d793055281344ca5dbba0fc4e25f03</citedby><cites>FETCH-LOGICAL-c365t-31a656b1bdcac893c1fb04804eda92a72d5d793055281344ca5dbba0fc4e25f03</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0039914018300638$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29501136$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Mclean, Kevin</creatorcontrib><creatorcontrib>Palarea-Albaladejo, Javier</creatorcontrib><creatorcontrib>Currie, Carol G.</creatorcontrib><creatorcontrib>Imrie, Lisa H.J.</creatorcontrib><creatorcontrib>Manson, Erin D.T.</creatorcontrib><creatorcontrib>Fraser-Pitt, Douglas</creatorcontrib><creatorcontrib>Wright, Frank</creatorcontrib><creatorcontrib>Alexander, Colin J.</creatorcontrib><creatorcontrib>Pollock, Kevin G.J.</creatorcontrib><creatorcontrib>Allison, Lesley</creatorcontrib><creatorcontrib>Hanson, Mary</creatorcontrib><creatorcontrib>Smith, David G.E.</creatorcontrib><title>Rapid and robust analytical protocol for E. coli STEC bacteria subspecies differentiation using whole cell MALDI mass spectrometry</title><title>Talanta (Oxford)</title><addtitle>Talanta</addtitle><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.</description><subject>Bacterial Typing Techniques - methods</subject><subject>Bacterial Typing Techniques - statistics & numerical data</subject><subject>Escherichia coli</subject><subject>Escherichia coli O157 - isolation & purification</subject><subject>MALDI-MS</subject><subject>Mass spectrometry</subject><subject>Principal Component Analysis</subject><subject>Serogroup</subject><subject>Shiga-Toxigenic Escherichia coli - isolation & purification</subject><subject>Shigatoxigenic E. coli</subject><subject>Species Specificity</subject><subject>Spectral processing</subject><subject>Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization - methods</subject><subject>Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization - statistics & numerical data</subject><subject>STEC</subject><subject>Time Factors</subject><issn>0039-9140</issn><issn>1873-3573</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkM1v1DAQxS0EotvCnwDykUvCOI7zcULVdimVtqpUytkafwS8SuLFdkB75S_Hq1249jRzeG_evB8h7xiUDFjzcVcmHHFOWFbAuhJYCUK8ICvWtbzgouUvyQqA90XPargglzHuAKDiwF-Ti6oXwBhvVuTPI-6doTgbGrxaYsorjofkNI50H3zy2o908IFuSppXR78-bdZUoU42OKRxUXFvtbORGjcMNtg5OUzOz3SJbv5Of__wo6XajiO9v97e3NEJY6RHTwp-sikc3pBXA47Rvj3PK_Lt8-Zp_aXYPtzera-3heaNSAVn2IhGMWU06q7nmg0K6g5qa7CvsK2MMG3PM4WqY7yuNQqjFMKga1uJAfgV-XC6m2v9XGxMcnLx-BjO1i9RZo7Q8Va0bZaKk1QHH2Owg9wHN2E4SAbyiF_u5Bn_0dZJYDIHZ9_7c8SiJmv-u_7xzoJPJ4HNRX85G2TM7GZtjQuZiDTePRPxFy6ImrI</recordid><startdate>20180515</startdate><enddate>20180515</enddate><creator>Mclean, Kevin</creator><creator>Palarea-Albaladejo, Javier</creator><creator>Currie, Carol G.</creator><creator>Imrie, Lisa H.J.</creator><creator>Manson, Erin D.T.</creator><creator>Fraser-Pitt, Douglas</creator><creator>Wright, Frank</creator><creator>Alexander, Colin J.</creator><creator>Pollock, Kevin G.J.</creator><creator>Allison, Lesley</creator><creator>Hanson, Mary</creator><creator>Smith, David G.E.</creator><general>Elsevier B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20180515</creationdate><title>Rapid and robust analytical protocol for E. coli STEC bacteria subspecies differentiation using whole cell MALDI mass spectrometry</title><author>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.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c365t-31a656b1bdcac893c1fb04804eda92a72d5d793055281344ca5dbba0fc4e25f03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Bacterial Typing Techniques - methods</topic><topic>Bacterial Typing Techniques - statistics & numerical data</topic><topic>Escherichia coli</topic><topic>Escherichia coli O157 - isolation & purification</topic><topic>MALDI-MS</topic><topic>Mass spectrometry</topic><topic>Principal Component Analysis</topic><topic>Serogroup</topic><topic>Shiga-Toxigenic Escherichia coli - isolation & purification</topic><topic>Shigatoxigenic E. coli</topic><topic>Species Specificity</topic><topic>Spectral processing</topic><topic>Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization - methods</topic><topic>Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization - statistics & numerical data</topic><topic>STEC</topic><topic>Time Factors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Mclean, Kevin</creatorcontrib><creatorcontrib>Palarea-Albaladejo, Javier</creatorcontrib><creatorcontrib>Currie, Carol G.</creatorcontrib><creatorcontrib>Imrie, Lisa H.J.</creatorcontrib><creatorcontrib>Manson, Erin D.T.</creatorcontrib><creatorcontrib>Fraser-Pitt, Douglas</creatorcontrib><creatorcontrib>Wright, Frank</creatorcontrib><creatorcontrib>Alexander, Colin J.</creatorcontrib><creatorcontrib>Pollock, Kevin G.J.</creatorcontrib><creatorcontrib>Allison, Lesley</creatorcontrib><creatorcontrib>Hanson, Mary</creatorcontrib><creatorcontrib>Smith, David G.E.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Talanta (Oxford)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Mclean, Kevin</au><au>Palarea-Albaladejo, Javier</au><au>Currie, Carol G.</au><au>Imrie, Lisa H.J.</au><au>Manson, Erin D.T.</au><au>Fraser-Pitt, Douglas</au><au>Wright, Frank</au><au>Alexander, Colin J.</au><au>Pollock, Kevin G.J.</au><au>Allison, Lesley</au><au>Hanson, Mary</au><au>Smith, David G.E.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Rapid and robust analytical protocol for E. coli STEC bacteria subspecies differentiation using whole cell MALDI mass spectrometry</atitle><jtitle>Talanta (Oxford)</jtitle><addtitle>Talanta</addtitle><date>2018-05-15</date><risdate>2018</risdate><volume>182</volume><spage>164</spage><epage>170</epage><pages>164-170</pages><issn>0039-9140</issn><eissn>1873-3573</eissn><abstract>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.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>29501136</pmid><doi>10.1016/j.talanta.2018.01.055</doi><tpages>7</tpages></addata></record> |
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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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