Rapid subtyping of pathogenic and nonpathogenic Vibrio parahaemolyticus by fourier transform infrared spectroscopy with chemometric analysis
Vibrio parahaemolyticus which naturally inhabits marine and estuarine environment represents pathogenic strains (virulence genes tdh or trh positive) and non-pathogenic strains (virulence genes negative). In this study, a rapid method for subtyping pathogenic and non-pathogenic V. parahaemolyticus w...
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description | Vibrio parahaemolyticus which naturally inhabits marine and estuarine environment represents pathogenic strains (virulence genes tdh or trh positive) and non-pathogenic strains (virulence genes negative). In this study, a rapid method for subtyping pathogenic and non-pathogenic V. parahaemolyticus was established using fourier transform infrared (FTIR) spectroscopy with chemometric analysis. This method targeted three strains of genotypes of V. parahaemolyticus including tdh positive, trh positive and virulence gene-negative (nonpathogenic) V. parahaemolyticus. The FTIR absorption spectra between 1800 and 900 cm−1 highlighted the most distinctive variations and were the most useful for characterizing the three bacteria. The successful differentiation and identification of the three bacteria could be accomplished in less than 1 h by FTIR using principal component analysis (PCA), or another cluster model of hierarchical cluster analysis (HCA). The method was verified by analyzing spiked V. parahaemolyticus fish samples. Furthermore, all of ten clinical isolates of V. parahaemolyticus were identified as tdh-positive, none of the clinical isolates were trh-positive, and all of ten environmental isolates were identified as non-pathogenic by the subtyping method, which were confirmed by PCR assays. All data demonstrated that the newly established subtyping method by FTIR is practical, time-saving, labor-saving, specific and cost-effective, especially suitable for the basic laboratories of CDC and port quarantine departments to perform suiveillance and epidemiological traceability of pathogenic V. parahaemolyticus.
•A method for subtyping pathogenic V. parahaemolyticus was developed by FTIR with PCA or HCA.•The subtyping method targeted tdh+, trh+ and nonpathogenic V. parahaemolyticus.•A spectra database was constructed and used as reference to subtype the suspected bacteria.•The “fingerprints” characteristics of IR endow the subtyping method with high specificity.•The developed subtyping method is rapid and economical. |
doi_str_mv | 10.1016/j.mimet.2018.11.003 |
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•A method for subtyping pathogenic V. parahaemolyticus was developed by FTIR with PCA or HCA.•The subtyping method targeted tdh+, trh+ and nonpathogenic V. parahaemolyticus.•A spectra database was constructed and used as reference to subtype the suspected bacteria.•The “fingerprints” characteristics of IR endow the subtyping method with high specificity.•The developed subtyping method is rapid and economical.</description><identifier>ISSN: 0167-7012</identifier><identifier>EISSN: 1872-8359</identifier><identifier>DOI: 10.1016/j.mimet.2018.11.003</identifier><identifier>PMID: 30414402</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Animals ; Bacterial Proteins - genetics ; Bacterial Typing Techniques - methods ; Cluster Analysis ; DNA Fingerprinting ; Environmental Microbiology ; Fishes - microbiology ; Fourier transform infrared spectroscopy ; Genotype ; Genotyping Techniques - methods ; Hierarchical cluster analysis ; Pathogenicity ; Polymerase Chain Reaction - methods ; Principal component analysis ; Seafood - microbiology ; Spectroscopy, Fourier Transform Infrared - methods ; Subtype ; Vibrio Infections - microbiology ; Vibrio parahaemolyticus ; Vibrio parahaemolyticus - classification ; Vibrio parahaemolyticus - genetics ; Vibrio parahaemolyticus - isolation & purification ; Vibrio parahaemolyticus - pathogenicity ; Virulence - genetics ; Virulence Factors - genetics</subject><ispartof>Journal of microbiological methods, 2018-12, Vol.155, p.70-77</ispartof><rights>2018 Elsevier B.V.</rights><rights>Copyright © 2018 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c359t-690db4a41f63897c1d4002e26214eee0496d0b39b0b037141b133bb2820bfe443</citedby><cites>FETCH-LOGICAL-c359t-690db4a41f63897c1d4002e26214eee0496d0b39b0b037141b133bb2820bfe443</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.mimet.2018.11.003$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>315,781,785,3551,27928,27929,45999</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30414402$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Li, Zhaojie</creatorcontrib><creatorcontrib>Chen, Shouguang</creatorcontrib><creatorcontrib>Xu, Chenggang</creatorcontrib><creatorcontrib>Ju, Lingyan</creatorcontrib><creatorcontrib>Li, Fengling</creatorcontrib><title>Rapid subtyping of pathogenic and nonpathogenic Vibrio parahaemolyticus by fourier transform infrared spectroscopy with chemometric analysis</title><title>Journal of microbiological methods</title><addtitle>J Microbiol Methods</addtitle><description>Vibrio parahaemolyticus which naturally inhabits marine and estuarine environment represents pathogenic strains (virulence genes tdh or trh positive) and non-pathogenic strains (virulence genes negative). In this study, a rapid method for subtyping pathogenic and non-pathogenic V. parahaemolyticus was established using fourier transform infrared (FTIR) spectroscopy with chemometric analysis. This method targeted three strains of genotypes of V. parahaemolyticus including tdh positive, trh positive and virulence gene-negative (nonpathogenic) V. parahaemolyticus. The FTIR absorption spectra between 1800 and 900 cm−1 highlighted the most distinctive variations and were the most useful for characterizing the three bacteria. The successful differentiation and identification of the three bacteria could be accomplished in less than 1 h by FTIR using principal component analysis (PCA), or another cluster model of hierarchical cluster analysis (HCA). The method was verified by analyzing spiked V. parahaemolyticus fish samples. Furthermore, all of ten clinical isolates of V. parahaemolyticus were identified as tdh-positive, none of the clinical isolates were trh-positive, and all of ten environmental isolates were identified as non-pathogenic by the subtyping method, which were confirmed by PCR assays. All data demonstrated that the newly established subtyping method by FTIR is practical, time-saving, labor-saving, specific and cost-effective, especially suitable for the basic laboratories of CDC and port quarantine departments to perform suiveillance and epidemiological traceability of pathogenic V. parahaemolyticus.
•A method for subtyping pathogenic V. parahaemolyticus was developed by FTIR with PCA or HCA.•The subtyping method targeted tdh+, trh+ and nonpathogenic V. parahaemolyticus.•A spectra database was constructed and used as reference to subtype the suspected bacteria.•The “fingerprints” characteristics of IR endow the subtyping method with high specificity.•The developed subtyping method is rapid and economical.</description><subject>Animals</subject><subject>Bacterial Proteins - genetics</subject><subject>Bacterial Typing Techniques - methods</subject><subject>Cluster Analysis</subject><subject>DNA Fingerprinting</subject><subject>Environmental Microbiology</subject><subject>Fishes - microbiology</subject><subject>Fourier transform infrared spectroscopy</subject><subject>Genotype</subject><subject>Genotyping Techniques - methods</subject><subject>Hierarchical cluster analysis</subject><subject>Pathogenicity</subject><subject>Polymerase Chain Reaction - methods</subject><subject>Principal component analysis</subject><subject>Seafood - microbiology</subject><subject>Spectroscopy, Fourier Transform Infrared - methods</subject><subject>Subtype</subject><subject>Vibrio Infections - microbiology</subject><subject>Vibrio parahaemolyticus</subject><subject>Vibrio parahaemolyticus - classification</subject><subject>Vibrio parahaemolyticus - genetics</subject><subject>Vibrio parahaemolyticus - isolation & purification</subject><subject>Vibrio parahaemolyticus - pathogenicity</subject><subject>Virulence - genetics</subject><subject>Virulence Factors - genetics</subject><issn>0167-7012</issn><issn>1872-8359</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kc1q3TAQhUVpaW7SPkGhaNmN3RlJ8c-iixL6B4FASboVkjzO1cW2XMlu8Dv0oaPkpqWrrgTiO3NmzmHsDUKJgNX7Qzn6kZZSADYlYgkgn7EdNrUoGnnePme7TNVFDShO2GlKBwA8l6p5yU4kKFQKxI79_m5m3_G02mWb_XTLQ89ns-zDLU3ecTN1fArTPz8_vI0-ZCaavaExDNvi3Zq43Xgf1ugp8iWaKfUhjtxPfTSR8vyZ3BJDcmHe-J1f9tztszivHx9dzLAln16xF70ZEr1-es_YzedP1xdfi8urL98uPl4WLt-1FFULnVVGYV_Jpq0ddgpAkKgEKiIC1VYdWNlasCBrVGhRSmtFI8D2pJQ8Y--Oc-cYfq6UFj365GgYzERhTVqgFKKpVFVlVB5Rl7dPkXo9Rz-auGkE_VCDPujHGvRDDRpR5xqy6u2TwWpH6v5q_uSegQ9HgPKZv3JoOjlPk6POx5yU7oL_r8E94Amdjg</recordid><startdate>201812</startdate><enddate>201812</enddate><creator>Li, Zhaojie</creator><creator>Chen, Shouguang</creator><creator>Xu, Chenggang</creator><creator>Ju, Lingyan</creator><creator>Li, Fengling</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>201812</creationdate><title>Rapid subtyping of pathogenic and nonpathogenic Vibrio parahaemolyticus by fourier transform infrared spectroscopy with chemometric analysis</title><author>Li, Zhaojie ; Chen, Shouguang ; Xu, Chenggang ; Ju, Lingyan ; Li, Fengling</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c359t-690db4a41f63897c1d4002e26214eee0496d0b39b0b037141b133bb2820bfe443</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Animals</topic><topic>Bacterial Proteins - genetics</topic><topic>Bacterial Typing Techniques - methods</topic><topic>Cluster Analysis</topic><topic>DNA Fingerprinting</topic><topic>Environmental Microbiology</topic><topic>Fishes - microbiology</topic><topic>Fourier transform infrared spectroscopy</topic><topic>Genotype</topic><topic>Genotyping Techniques - methods</topic><topic>Hierarchical cluster analysis</topic><topic>Pathogenicity</topic><topic>Polymerase Chain Reaction - methods</topic><topic>Principal component analysis</topic><topic>Seafood - microbiology</topic><topic>Spectroscopy, Fourier Transform Infrared - methods</topic><topic>Subtype</topic><topic>Vibrio Infections - microbiology</topic><topic>Vibrio parahaemolyticus</topic><topic>Vibrio parahaemolyticus - classification</topic><topic>Vibrio parahaemolyticus - genetics</topic><topic>Vibrio parahaemolyticus - isolation & purification</topic><topic>Vibrio parahaemolyticus - pathogenicity</topic><topic>Virulence - genetics</topic><topic>Virulence Factors - genetics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Li, Zhaojie</creatorcontrib><creatorcontrib>Chen, Shouguang</creatorcontrib><creatorcontrib>Xu, Chenggang</creatorcontrib><creatorcontrib>Ju, Lingyan</creatorcontrib><creatorcontrib>Li, Fengling</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>Journal of microbiological methods</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Li, Zhaojie</au><au>Chen, Shouguang</au><au>Xu, Chenggang</au><au>Ju, Lingyan</au><au>Li, Fengling</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Rapid subtyping of pathogenic and nonpathogenic Vibrio parahaemolyticus by fourier transform infrared spectroscopy with chemometric analysis</atitle><jtitle>Journal of microbiological methods</jtitle><addtitle>J Microbiol Methods</addtitle><date>2018-12</date><risdate>2018</risdate><volume>155</volume><spage>70</spage><epage>77</epage><pages>70-77</pages><issn>0167-7012</issn><eissn>1872-8359</eissn><abstract>Vibrio parahaemolyticus which naturally inhabits marine and estuarine environment represents pathogenic strains (virulence genes tdh or trh positive) and non-pathogenic strains (virulence genes negative). In this study, a rapid method for subtyping pathogenic and non-pathogenic V. parahaemolyticus was established using fourier transform infrared (FTIR) spectroscopy with chemometric analysis. This method targeted three strains of genotypes of V. parahaemolyticus including tdh positive, trh positive and virulence gene-negative (nonpathogenic) V. parahaemolyticus. The FTIR absorption spectra between 1800 and 900 cm−1 highlighted the most distinctive variations and were the most useful for characterizing the three bacteria. The successful differentiation and identification of the three bacteria could be accomplished in less than 1 h by FTIR using principal component analysis (PCA), or another cluster model of hierarchical cluster analysis (HCA). The method was verified by analyzing spiked V. parahaemolyticus fish samples. Furthermore, all of ten clinical isolates of V. parahaemolyticus were identified as tdh-positive, none of the clinical isolates were trh-positive, and all of ten environmental isolates were identified as non-pathogenic by the subtyping method, which were confirmed by PCR assays. All data demonstrated that the newly established subtyping method by FTIR is practical, time-saving, labor-saving, specific and cost-effective, especially suitable for the basic laboratories of CDC and port quarantine departments to perform suiveillance and epidemiological traceability of pathogenic V. parahaemolyticus.
•A method for subtyping pathogenic V. parahaemolyticus was developed by FTIR with PCA or HCA.•The subtyping method targeted tdh+, trh+ and nonpathogenic V. parahaemolyticus.•A spectra database was constructed and used as reference to subtype the suspected bacteria.•The “fingerprints” characteristics of IR endow the subtyping method with high specificity.•The developed subtyping method is rapid and economical.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>30414402</pmid><doi>10.1016/j.mimet.2018.11.003</doi><tpages>8</tpages></addata></record> |
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subjects | Animals Bacterial Proteins - genetics Bacterial Typing Techniques - methods Cluster Analysis DNA Fingerprinting Environmental Microbiology Fishes - microbiology Fourier transform infrared spectroscopy Genotype Genotyping Techniques - methods Hierarchical cluster analysis Pathogenicity Polymerase Chain Reaction - methods Principal component analysis Seafood - microbiology Spectroscopy, Fourier Transform Infrared - methods Subtype Vibrio Infections - microbiology Vibrio parahaemolyticus Vibrio parahaemolyticus - classification Vibrio parahaemolyticus - genetics Vibrio parahaemolyticus - isolation & purification Vibrio parahaemolyticus - pathogenicity Virulence - genetics Virulence Factors - genetics |
title | Rapid subtyping of pathogenic and nonpathogenic Vibrio parahaemolyticus by fourier transform infrared spectroscopy with chemometric analysis |
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