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Rapid detection of food- and waterborne bacteria using surface-enhanced Raman spectroscopy coupled with silver nanosubstrates
Development of rapid and sensitive methods to detect pathogens is important to food and water safety. This study aimed to detect and discriminate important food- and waterborne bacteria (i.e., Escherichia coli O157:H7, Staphylococcus epidermidis , Listeria monocytogenes , and Enterococcus faecelis )...
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Published in: | Applied microbiology and biotechnology 2011-12, Vol.92 (5), p.1053-1061 |
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creator | Fan, Cui Hu, Zhiqiang Mustapha, Azlin Lin, Mengshi |
description | Development of rapid and sensitive methods to detect pathogens is important to food and water safety. This study aimed to detect and discriminate important food- and waterborne bacteria (i.e.,
Escherichia coli
O157:H7,
Staphylococcus epidermidis
,
Listeria monocytogenes
, and
Enterococcus faecelis
) by surface-enhanced Raman spectroscopy (SERS) coupled with intracellular nanosilver as SERS substrates. An in vivo molecular probing using intracellular nanosilver for the preparation of bacterial samples was established and assessed. Satisfactory SERS performance and characteristic SERS spectra were obtained from different bacterial samples. Distinctive differences were observed in SERS spectral data, specifically in the Raman shift region of 500–1,800 cm
−1
, and between bacterial samples at the species and strain levels. The detection limit of SERS coupled with in vivo molecular probing using silver nanosubstrates could reach the level of single cells. Experiments with a mixture of
E. coli
O157:H7 and
S. epidermidis
for SERS measurement demonstrate that SERS could be used for classification of mixed bacterial samples. Transmission electron microscopy was used to characterize changes of morphology and cellular composition of bacterial cells after treatment of intracellular nanosilver. The results indicate that SERS coupled with intracellular silver nanosubstrates is a promising method for detection and characterization of food- and waterborne pathogenic and non-pathogenic bacterial samples. |
doi_str_mv | 10.1007/s00253-011-3634-3 |
format | article |
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Escherichia coli
O157:H7,
Staphylococcus epidermidis
,
Listeria monocytogenes
, and
Enterococcus faecelis
) by surface-enhanced Raman spectroscopy (SERS) coupled with intracellular nanosilver as SERS substrates. An in vivo molecular probing using intracellular nanosilver for the preparation of bacterial samples was established and assessed. Satisfactory SERS performance and characteristic SERS spectra were obtained from different bacterial samples. Distinctive differences were observed in SERS spectral data, specifically in the Raman shift region of 500–1,800 cm
−1
, and between bacterial samples at the species and strain levels. The detection limit of SERS coupled with in vivo molecular probing using silver nanosubstrates could reach the level of single cells. Experiments with a mixture of
E. coli
O157:H7 and
S. epidermidis
for SERS measurement demonstrate that SERS could be used for classification of mixed bacterial samples. Transmission electron microscopy was used to characterize changes of morphology and cellular composition of bacterial cells after treatment of intracellular nanosilver. The results indicate that SERS coupled with intracellular silver nanosubstrates is a promising method for detection and characterization of food- and waterborne pathogenic and non-pathogenic bacterial samples.</description><identifier>ISSN: 0175-7598</identifier><identifier>EISSN: 1432-0614</identifier><identifier>DOI: 10.1007/s00253-011-3634-3</identifier><identifier>PMID: 22005743</identifier><identifier>CODEN: AMBIDG</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer-Verlag</publisher><subject>Analysis ; Bacteria ; Bacteria - chemistry ; Bacteria - classification ; Bacteria - isolation & purification ; Biological and medical sciences ; Biomedical and Life Sciences ; Biotechnology ; Data analysis ; Data processing ; E coli ; Electron microscopes ; Enterococcus ; Food ; Food Microbiology ; Food safety ; Fundamental and applied biological sciences. Psychology ; Gold ; Lasers ; Life Sciences ; Listeria ; Methods and Protocols ; Microbial Genetics and Genomics ; Microbiology ; Microorganisms ; Nanoparticles ; Nanoscience ; Pathogens ; Principal components analysis ; Silver ; Silver - chemistry ; Software ; Spectroscopy ; Spectrum analysis ; Spectrum Analysis, Raman - instrumentation ; Spectrum Analysis, Raman - methods ; Studies ; Substrates ; Water Microbiology</subject><ispartof>Applied microbiology and biotechnology, 2011-12, Vol.92 (5), p.1053-1061</ispartof><rights>Springer-Verlag 2011</rights><rights>2015 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c432t-6367781fa6cb6f5e5bcb78df3b0791f081d285f5dd6e42814888428a49963e3a3</citedby><cites>FETCH-LOGICAL-c432t-6367781fa6cb6f5e5bcb78df3b0791f081d285f5dd6e42814888428a49963e3a3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/902672050/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$H</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/902672050?pq-origsite=primo$$EHTML$$P50$$Gproquest$$H</linktohtml><link.rule.ids>314,780,784,11687,27923,27924,36059,36060,44362,74666</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=24750355$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/22005743$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Fan, Cui</creatorcontrib><creatorcontrib>Hu, Zhiqiang</creatorcontrib><creatorcontrib>Mustapha, Azlin</creatorcontrib><creatorcontrib>Lin, Mengshi</creatorcontrib><title>Rapid detection of food- and waterborne bacteria using surface-enhanced Raman spectroscopy coupled with silver nanosubstrates</title><title>Applied microbiology and biotechnology</title><addtitle>Appl Microbiol Biotechnol</addtitle><addtitle>Appl Microbiol Biotechnol</addtitle><description>Development of rapid and sensitive methods to detect pathogens is important to food and water safety. This study aimed to detect and discriminate important food- and waterborne bacteria (i.e.,
Escherichia coli
O157:H7,
Staphylococcus epidermidis
,
Listeria monocytogenes
, and
Enterococcus faecelis
) by surface-enhanced Raman spectroscopy (SERS) coupled with intracellular nanosilver as SERS substrates. An in vivo molecular probing using intracellular nanosilver for the preparation of bacterial samples was established and assessed. Satisfactory SERS performance and characteristic SERS spectra were obtained from different bacterial samples. Distinctive differences were observed in SERS spectral data, specifically in the Raman shift region of 500–1,800 cm
−1
, and between bacterial samples at the species and strain levels. The detection limit of SERS coupled with in vivo molecular probing using silver nanosubstrates could reach the level of single cells. Experiments with a mixture of
E. coli
O157:H7 and
S. epidermidis
for SERS measurement demonstrate that SERS could be used for classification of mixed bacterial samples. Transmission electron microscopy was used to characterize changes of morphology and cellular composition of bacterial cells after treatment of intracellular nanosilver. The results indicate that SERS coupled with intracellular silver nanosubstrates is a promising method for detection and characterization of food- and waterborne pathogenic and non-pathogenic bacterial samples.</description><subject>Analysis</subject><subject>Bacteria</subject><subject>Bacteria - chemistry</subject><subject>Bacteria - classification</subject><subject>Bacteria - isolation & purification</subject><subject>Biological and medical sciences</subject><subject>Biomedical and Life Sciences</subject><subject>Biotechnology</subject><subject>Data analysis</subject><subject>Data processing</subject><subject>E coli</subject><subject>Electron microscopes</subject><subject>Enterococcus</subject><subject>Food</subject><subject>Food Microbiology</subject><subject>Food safety</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>Gold</subject><subject>Lasers</subject><subject>Life Sciences</subject><subject>Listeria</subject><subject>Methods and Protocols</subject><subject>Microbial Genetics and Genomics</subject><subject>Microbiology</subject><subject>Microorganisms</subject><subject>Nanoparticles</subject><subject>Nanoscience</subject><subject>Pathogens</subject><subject>Principal components analysis</subject><subject>Silver</subject><subject>Silver - chemistry</subject><subject>Software</subject><subject>Spectroscopy</subject><subject>Spectrum analysis</subject><subject>Spectrum Analysis, Raman - instrumentation</subject><subject>Spectrum Analysis, Raman - methods</subject><subject>Studies</subject><subject>Substrates</subject><subject>Water Microbiology</subject><issn>0175-7598</issn><issn>1432-0614</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><sourceid>M0C</sourceid><recordid>eNqFkVtrFTEUhYMo9lj9Ab5IEIpPaXOZXOZRilWhUCj2OWRyaafMScbsGUsf_O_mcI4WBPFpB_a3194rC6G3jJ4ySvUZUMqlIJQxIpToiHiGNqwTnFDFuudoQ5mWRMveHKFXAPeUMm6UeomOOKdU6k5s0M9rN48Bh7hEv4wl45JwKiUQ7HLAD26JdSg1Rzw4396jwyuM-RbDWpPzkcR857KPAV-7rcsY5iZTC_gyP2Jf1nlqrYdxucMwTj9ixdnlAusAS23S8Bq9SG6C-OZQj9HNxadv51_I5dXnr-cfL4lvbhaihNLasOSUH1SSUQ5-0CYkMVDds0QNC9zIJENQseOGdcaYVl3X90pE4cQx-rDXnWv5vkZY7HYEH6fJ5VhWsD1Xppeik_8nqWjyvDeNfP8XeV_WmpuNBnGlOZW0QWwP-fYpUGOycx23rj5aRu0uQ7vP0LYM7S5DK9rMu4PwOmxj-DPxO7QGnBwAB95NqbYERnjiOt02y50XvuegtfJtrE8X_nv7LyOltIY</recordid><startdate>20111201</startdate><enddate>20111201</enddate><creator>Fan, Cui</creator><creator>Hu, Zhiqiang</creator><creator>Mustapha, Azlin</creator><creator>Lin, Mengshi</creator><general>Springer-Verlag</general><general>Springer</general><general>Springer Nature B.V</general><scope>IQODW</scope><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>3V.</scope><scope>7QL</scope><scope>7T7</scope><scope>7WY</scope><scope>7WZ</scope><scope>7X7</scope><scope>7XB</scope><scope>87Z</scope><scope>88A</scope><scope>88E</scope><scope>88I</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8FL</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BEZIV</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FRNLG</scope><scope>FYUFA</scope><scope>F~G</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K60</scope><scope>K6~</scope><scope>K9.</scope><scope>L.-</scope><scope>LK8</scope><scope>M0C</scope><scope>M0S</scope><scope>M1P</scope><scope>M2P</scope><scope>M7N</scope><scope>M7P</scope><scope>P64</scope><scope>PQBIZ</scope><scope>PQBZA</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>7X8</scope><scope>7QO</scope></search><sort><creationdate>20111201</creationdate><title>Rapid detection of food- and waterborne bacteria using surface-enhanced Raman spectroscopy coupled with silver nanosubstrates</title><author>Fan, Cui ; Hu, Zhiqiang ; Mustapha, Azlin ; Lin, Mengshi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c432t-6367781fa6cb6f5e5bcb78df3b0791f081d285f5dd6e42814888428a49963e3a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Analysis</topic><topic>Bacteria</topic><topic>Bacteria - chemistry</topic><topic>Bacteria - classification</topic><topic>Bacteria - isolation & purification</topic><topic>Biological and medical sciences</topic><topic>Biomedical and Life Sciences</topic><topic>Biotechnology</topic><topic>Data analysis</topic><topic>Data processing</topic><topic>E coli</topic><topic>Electron microscopes</topic><topic>Enterococcus</topic><topic>Food</topic><topic>Food Microbiology</topic><topic>Food safety</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>Gold</topic><topic>Lasers</topic><topic>Life Sciences</topic><topic>Listeria</topic><topic>Methods and Protocols</topic><topic>Microbial Genetics and Genomics</topic><topic>Microbiology</topic><topic>Microorganisms</topic><topic>Nanoparticles</topic><topic>Nanoscience</topic><topic>Pathogens</topic><topic>Principal components analysis</topic><topic>Silver</topic><topic>Silver - chemistry</topic><topic>Software</topic><topic>Spectroscopy</topic><topic>Spectrum analysis</topic><topic>Spectrum Analysis, Raman - instrumentation</topic><topic>Spectrum Analysis, Raman - methods</topic><topic>Studies</topic><topic>Substrates</topic><topic>Water Microbiology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Fan, Cui</creatorcontrib><creatorcontrib>Hu, Zhiqiang</creatorcontrib><creatorcontrib>Mustapha, Azlin</creatorcontrib><creatorcontrib>Lin, Mengshi</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>ABI/INFORM Collection</collection><collection>ABI/INFORM Global (PDF only)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ABI/INFORM Global (Alumni Edition)</collection><collection>Biology Database (Alumni Edition)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ABI/INFORM Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Business Premium Collection</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Business Premium Collection (Alumni)</collection><collection>Health Research Premium Collection</collection><collection>ABI/INFORM Global (Corporate)</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Business Collection (Alumni Edition)</collection><collection>ProQuest Business Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ABI/INFORM Professional Advanced</collection><collection>Biological Sciences</collection><collection>ABI/INFORM Global</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Science Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>One Business</collection><collection>ProQuest One Business (Alumni)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>Biotechnology Research Abstracts</collection><jtitle>Applied microbiology and biotechnology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Fan, Cui</au><au>Hu, Zhiqiang</au><au>Mustapha, Azlin</au><au>Lin, Mengshi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Rapid detection of food- and waterborne bacteria using surface-enhanced Raman spectroscopy coupled with silver nanosubstrates</atitle><jtitle>Applied microbiology and biotechnology</jtitle><stitle>Appl Microbiol Biotechnol</stitle><addtitle>Appl Microbiol Biotechnol</addtitle><date>2011-12-01</date><risdate>2011</risdate><volume>92</volume><issue>5</issue><spage>1053</spage><epage>1061</epage><pages>1053-1061</pages><issn>0175-7598</issn><eissn>1432-0614</eissn><coden>AMBIDG</coden><abstract>Development of rapid and sensitive methods to detect pathogens is important to food and water safety. This study aimed to detect and discriminate important food- and waterborne bacteria (i.e.,
Escherichia coli
O157:H7,
Staphylococcus epidermidis
,
Listeria monocytogenes
, and
Enterococcus faecelis
) by surface-enhanced Raman spectroscopy (SERS) coupled with intracellular nanosilver as SERS substrates. An in vivo molecular probing using intracellular nanosilver for the preparation of bacterial samples was established and assessed. Satisfactory SERS performance and characteristic SERS spectra were obtained from different bacterial samples. Distinctive differences were observed in SERS spectral data, specifically in the Raman shift region of 500–1,800 cm
−1
, and between bacterial samples at the species and strain levels. The detection limit of SERS coupled with in vivo molecular probing using silver nanosubstrates could reach the level of single cells. Experiments with a mixture of
E. coli
O157:H7 and
S. epidermidis
for SERS measurement demonstrate that SERS could be used for classification of mixed bacterial samples. Transmission electron microscopy was used to characterize changes of morphology and cellular composition of bacterial cells after treatment of intracellular nanosilver. The results indicate that SERS coupled with intracellular silver nanosubstrates is a promising method for detection and characterization of food- and waterborne pathogenic and non-pathogenic bacterial samples.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer-Verlag</pub><pmid>22005743</pmid><doi>10.1007/s00253-011-3634-3</doi><tpages>9</tpages></addata></record> |
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source | ABI/INFORM Global; Springer Nature |
subjects | Analysis Bacteria Bacteria - chemistry Bacteria - classification Bacteria - isolation & purification Biological and medical sciences Biomedical and Life Sciences Biotechnology Data analysis Data processing E coli Electron microscopes Enterococcus Food Food Microbiology Food safety Fundamental and applied biological sciences. Psychology Gold Lasers Life Sciences Listeria Methods and Protocols Microbial Genetics and Genomics Microbiology Microorganisms Nanoparticles Nanoscience Pathogens Principal components analysis Silver Silver - chemistry Software Spectroscopy Spectrum analysis Spectrum Analysis, Raman - instrumentation Spectrum Analysis, Raman - methods Studies Substrates Water Microbiology |
title | Rapid detection of food- and waterborne bacteria using surface-enhanced Raman spectroscopy coupled with silver nanosubstrates |
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