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Antimicrobial peptide based magnetic recognition elements and Au@Ag-GO SERS tags with stable internal standards: a three in one biosensor for isolation, discrimination and killing of multiple bacteria in whole blood
In this study, a new biosensor based on a sandwich structure has been developed for the isolation and detection of multiple bacterial pathogens magnetic separation and SERS tags. This novel assay relies on antimicrobial peptide (AMP) functionalized magnetic nanoparticles as "capturing" pro...
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Published in: | Chemical science (Cambridge) 2018-12, Vol.9 (47), p.8781-8795 |
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creator | Yuan, Kaisong Mei, Qingsong Guo, Xinjie Xu, Youwei Yang, Danting Sánchez, Beatriz Jurado Sheng, Bingbing Liu, Chusheng Hu, Ziwei Yu, Guangchao Ma, Hongming Gao, Hao Haisch, Christoph Niessner, Reinhard Jiang, Zhengjin Jiang, Zhengjing Zhou, Haibo |
description | In this study, a new biosensor based on a sandwich structure has been developed for the isolation and detection of multiple bacterial pathogens
magnetic separation and SERS tags. This novel assay relies on antimicrobial peptide (AMP) functionalized magnetic nanoparticles as "capturing" probes for bacteria isolation and gold coated silver decorated graphene oxide (Au@Ag-GO) nanocomposites modified with 4-mercaptophenylboronic acid (4-MPBA) as SERS tags. When different kinds of bacterial pathogens are combined with the SERS tags, the "fingerprints" of 4-MPBA show corresponding changes due to the recognition interaction between 4-MPBA and different kinds of bacterial cell wall. Compared with the label-free SERS detection of bacteria, 4-MPBA here can be used as an internal standard (IS) to correct the SERS intensities with high reproducibility, as well as a Raman signal reporter to enhance the sensitivity and amplify the differences among the bacterial "fingerprints". Thus, three bacterial pathogens (
,
and
) were successfully isolated and detected, with the lowest concentration for each of the strains detected at just 10
colony forming units per mL (CFU mL
). According to the changes in the "fingerprints" of 4-MPBA, three bacterial strains were successfully discriminated using discriminant analysis (DA). In addition, the AMP modified Fe
O
NPs feature high antibacterial activities, and can act as antibacterial agents with low cellular toxicology in the long-term storage of blood for future safe blood transfusion applications. More importantly, this novel method can be applied in the detection of bacteria from clinical patients who are infected with bacteria. In the validation analysis, 97.3% of the real blood samples (39 patients) could be classified effectively (only one patient infected with
was misclassified). The multifunctional biosensor presented here allows for the simultaneous isolation, discrimination and killing of bacteria, suggesting its high potential for clinical diagnosis and safe blood transfusions. |
doi_str_mv | 10.1039/c8sc04637a |
format | article |
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magnetic separation and SERS tags. This novel assay relies on antimicrobial peptide (AMP) functionalized magnetic nanoparticles as "capturing" probes for bacteria isolation and gold coated silver decorated graphene oxide (Au@Ag-GO) nanocomposites modified with 4-mercaptophenylboronic acid (4-MPBA) as SERS tags. When different kinds of bacterial pathogens are combined with the SERS tags, the "fingerprints" of 4-MPBA show corresponding changes due to the recognition interaction between 4-MPBA and different kinds of bacterial cell wall. Compared with the label-free SERS detection of bacteria, 4-MPBA here can be used as an internal standard (IS) to correct the SERS intensities with high reproducibility, as well as a Raman signal reporter to enhance the sensitivity and amplify the differences among the bacterial "fingerprints". Thus, three bacterial pathogens (
,
and
) were successfully isolated and detected, with the lowest concentration for each of the strains detected at just 10
colony forming units per mL (CFU mL
). According to the changes in the "fingerprints" of 4-MPBA, three bacterial strains were successfully discriminated using discriminant analysis (DA). In addition, the AMP modified Fe
O
NPs feature high antibacterial activities, and can act as antibacterial agents with low cellular toxicology in the long-term storage of blood for future safe blood transfusion applications. More importantly, this novel method can be applied in the detection of bacteria from clinical patients who are infected with bacteria. In the validation analysis, 97.3% of the real blood samples (39 patients) could be classified effectively (only one patient infected with
was misclassified). The multifunctional biosensor presented here allows for the simultaneous isolation, discrimination and killing of bacteria, suggesting its high potential for clinical diagnosis and safe blood transfusions.</description><identifier>ISSN: 2041-6520</identifier><identifier>EISSN: 2041-6539</identifier><identifier>DOI: 10.1039/c8sc04637a</identifier><identifier>PMID: 30746114</identifier><language>eng</language><publisher>England: Royal Society of Chemistry</publisher><subject>Bacteria ; Biosensors ; Blood transfusion ; Chemistry ; Discriminant analysis ; Discrimination ; E coli ; Fingerprints ; Gold ; Graphene ; Magnetic separation ; Nanocomposites ; Nanoparticles ; Pathogens ; Patients ; Peptides ; Pseudomonas aeruginosa ; Recognition ; Reproducibility ; Sandwich structures ; Sensitivity enhancement ; Silver ; Tags ; Toxicology</subject><ispartof>Chemical science (Cambridge), 2018-12, Vol.9 (47), p.8781-8795</ispartof><rights>Copyright Royal Society of Chemistry 2018</rights><rights>This journal is © The Royal Society of Chemistry 2018 2018</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c447t-111ee4053a7853829e373c9694744ea5eb4ad5031633e333464ff40afa81f2783</citedby><cites>FETCH-LOGICAL-c447t-111ee4053a7853829e373c9694744ea5eb4ad5031633e333464ff40afa81f2783</cites><orcidid>0000-0002-0098-5968 ; 0000-0002-6584-1949</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6338054/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6338054/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27922,27923,53789,53791</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30746114$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Yuan, Kaisong</creatorcontrib><creatorcontrib>Mei, Qingsong</creatorcontrib><creatorcontrib>Guo, Xinjie</creatorcontrib><creatorcontrib>Xu, Youwei</creatorcontrib><creatorcontrib>Yang, Danting</creatorcontrib><creatorcontrib>Sánchez, Beatriz Jurado</creatorcontrib><creatorcontrib>Sheng, Bingbing</creatorcontrib><creatorcontrib>Liu, Chusheng</creatorcontrib><creatorcontrib>Hu, Ziwei</creatorcontrib><creatorcontrib>Yu, Guangchao</creatorcontrib><creatorcontrib>Ma, Hongming</creatorcontrib><creatorcontrib>Gao, Hao</creatorcontrib><creatorcontrib>Haisch, Christoph</creatorcontrib><creatorcontrib>Niessner, Reinhard</creatorcontrib><creatorcontrib>Jiang, Zhengjin</creatorcontrib><creatorcontrib>Jiang, Zhengjing</creatorcontrib><creatorcontrib>Zhou, Haibo</creatorcontrib><title>Antimicrobial peptide based magnetic recognition elements and Au@Ag-GO SERS tags with stable internal standards: a three in one biosensor for isolation, discrimination and killing of multiple bacteria in whole blood</title><title>Chemical science (Cambridge)</title><addtitle>Chem Sci</addtitle><description>In this study, a new biosensor based on a sandwich structure has been developed for the isolation and detection of multiple bacterial pathogens
magnetic separation and SERS tags. This novel assay relies on antimicrobial peptide (AMP) functionalized magnetic nanoparticles as "capturing" probes for bacteria isolation and gold coated silver decorated graphene oxide (Au@Ag-GO) nanocomposites modified with 4-mercaptophenylboronic acid (4-MPBA) as SERS tags. When different kinds of bacterial pathogens are combined with the SERS tags, the "fingerprints" of 4-MPBA show corresponding changes due to the recognition interaction between 4-MPBA and different kinds of bacterial cell wall. Compared with the label-free SERS detection of bacteria, 4-MPBA here can be used as an internal standard (IS) to correct the SERS intensities with high reproducibility, as well as a Raman signal reporter to enhance the sensitivity and amplify the differences among the bacterial "fingerprints". Thus, three bacterial pathogens (
,
and
) were successfully isolated and detected, with the lowest concentration for each of the strains detected at just 10
colony forming units per mL (CFU mL
). According to the changes in the "fingerprints" of 4-MPBA, three bacterial strains were successfully discriminated using discriminant analysis (DA). In addition, the AMP modified Fe
O
NPs feature high antibacterial activities, and can act as antibacterial agents with low cellular toxicology in the long-term storage of blood for future safe blood transfusion applications. More importantly, this novel method can be applied in the detection of bacteria from clinical patients who are infected with bacteria. In the validation analysis, 97.3% of the real blood samples (39 patients) could be classified effectively (only one patient infected with
was misclassified). The multifunctional biosensor presented here allows for the simultaneous isolation, discrimination and killing of bacteria, suggesting its high potential for clinical diagnosis and safe blood transfusions.</description><subject>Bacteria</subject><subject>Biosensors</subject><subject>Blood transfusion</subject><subject>Chemistry</subject><subject>Discriminant analysis</subject><subject>Discrimination</subject><subject>E coli</subject><subject>Fingerprints</subject><subject>Gold</subject><subject>Graphene</subject><subject>Magnetic separation</subject><subject>Nanocomposites</subject><subject>Nanoparticles</subject><subject>Pathogens</subject><subject>Patients</subject><subject>Peptides</subject><subject>Pseudomonas aeruginosa</subject><subject>Recognition</subject><subject>Reproducibility</subject><subject>Sandwich structures</subject><subject>Sensitivity enhancement</subject><subject>Silver</subject><subject>Tags</subject><subject>Toxicology</subject><issn>2041-6520</issn><issn>2041-6539</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNpVUl1rFTEQXUSxpfbFHyAB38S1ySb75YO4XNpaKBS8-rzMZmf3pmaTNcm29Jf275i9rRcNhMxkDuccZiZJ3jL6iVFen8nKSyoKXsKL5DijgqVFzuuXhzijR8mp97c0Hs5ZnpWvkyNOS1EwJo6Tx8YENSnpbKdAkxnnoHokHXjsyQSjwaAkcSjtaFRQ1hDUOKEJnoDpSbN8bcb08oZsz79vSYDRk3sVdsQH6DQSZQI6E3ljbnpwvf9MgISdw7VGrIlKyno03joyxKu81bDKfCS98tJFa2af79V-Ka2VGYkdyLTooGa9OpVRQ8HKd7-z64-2tn-TvBpAezx9fk-SnxfnPzbf0uuby6tNc51KIcqQMsYQBc05lFXOq6xGXnJZF7UohUDIsRPQ55SzgnPknItCDIOgMEDFhqys-Eny5Yl3XroJexk740C3c3QO7qG1oNr_K0bt2tHetZGwormIBO-fCZz9vaAP7a1d1p75NmM5ZYUQFY2oD0-oOCjvHQ4HBUbbdQ_aTbXd7PegieB3_3o6QP9Onf8B0KmyAg</recordid><startdate>20181221</startdate><enddate>20181221</enddate><creator>Yuan, Kaisong</creator><creator>Mei, Qingsong</creator><creator>Guo, Xinjie</creator><creator>Xu, Youwei</creator><creator>Yang, Danting</creator><creator>Sánchez, Beatriz Jurado</creator><creator>Sheng, Bingbing</creator><creator>Liu, Chusheng</creator><creator>Hu, Ziwei</creator><creator>Yu, Guangchao</creator><creator>Ma, Hongming</creator><creator>Gao, Hao</creator><creator>Haisch, Christoph</creator><creator>Niessner, Reinhard</creator><creator>Jiang, Zhengjin</creator><creator>Jiang, Zhengjing</creator><creator>Zhou, Haibo</creator><general>Royal Society of Chemistry</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SR</scope><scope>8BQ</scope><scope>8FD</scope><scope>JG9</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-0098-5968</orcidid><orcidid>https://orcid.org/0000-0002-6584-1949</orcidid></search><sort><creationdate>20181221</creationdate><title>Antimicrobial peptide based magnetic recognition elements and Au@Ag-GO SERS tags with stable internal standards: a three in one biosensor for isolation, discrimination and killing of multiple bacteria in whole blood</title><author>Yuan, Kaisong ; Mei, Qingsong ; Guo, Xinjie ; Xu, Youwei ; Yang, Danting ; Sánchez, Beatriz Jurado ; Sheng, Bingbing ; Liu, Chusheng ; Hu, Ziwei ; Yu, Guangchao ; Ma, Hongming ; Gao, Hao ; Haisch, Christoph ; Niessner, Reinhard ; Jiang, Zhengjin ; Jiang, Zhengjing ; Zhou, Haibo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c447t-111ee4053a7853829e373c9694744ea5eb4ad5031633e333464ff40afa81f2783</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Bacteria</topic><topic>Biosensors</topic><topic>Blood transfusion</topic><topic>Chemistry</topic><topic>Discriminant analysis</topic><topic>Discrimination</topic><topic>E coli</topic><topic>Fingerprints</topic><topic>Gold</topic><topic>Graphene</topic><topic>Magnetic separation</topic><topic>Nanocomposites</topic><topic>Nanoparticles</topic><topic>Pathogens</topic><topic>Patients</topic><topic>Peptides</topic><topic>Pseudomonas aeruginosa</topic><topic>Recognition</topic><topic>Reproducibility</topic><topic>Sandwich structures</topic><topic>Sensitivity enhancement</topic><topic>Silver</topic><topic>Tags</topic><topic>Toxicology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yuan, Kaisong</creatorcontrib><creatorcontrib>Mei, Qingsong</creatorcontrib><creatorcontrib>Guo, Xinjie</creatorcontrib><creatorcontrib>Xu, Youwei</creatorcontrib><creatorcontrib>Yang, Danting</creatorcontrib><creatorcontrib>Sánchez, Beatriz Jurado</creatorcontrib><creatorcontrib>Sheng, Bingbing</creatorcontrib><creatorcontrib>Liu, Chusheng</creatorcontrib><creatorcontrib>Hu, Ziwei</creatorcontrib><creatorcontrib>Yu, Guangchao</creatorcontrib><creatorcontrib>Ma, Hongming</creatorcontrib><creatorcontrib>Gao, Hao</creatorcontrib><creatorcontrib>Haisch, Christoph</creatorcontrib><creatorcontrib>Niessner, Reinhard</creatorcontrib><creatorcontrib>Jiang, Zhengjin</creatorcontrib><creatorcontrib>Jiang, Zhengjing</creatorcontrib><creatorcontrib>Zhou, Haibo</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Engineered Materials Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Materials Research Database</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Chemical science (Cambridge)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yuan, Kaisong</au><au>Mei, Qingsong</au><au>Guo, Xinjie</au><au>Xu, Youwei</au><au>Yang, Danting</au><au>Sánchez, Beatriz Jurado</au><au>Sheng, Bingbing</au><au>Liu, Chusheng</au><au>Hu, Ziwei</au><au>Yu, Guangchao</au><au>Ma, Hongming</au><au>Gao, Hao</au><au>Haisch, Christoph</au><au>Niessner, Reinhard</au><au>Jiang, Zhengjin</au><au>Jiang, Zhengjing</au><au>Zhou, Haibo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Antimicrobial peptide based magnetic recognition elements and Au@Ag-GO SERS tags with stable internal standards: a three in one biosensor for isolation, discrimination and killing of multiple bacteria in whole blood</atitle><jtitle>Chemical science (Cambridge)</jtitle><addtitle>Chem Sci</addtitle><date>2018-12-21</date><risdate>2018</risdate><volume>9</volume><issue>47</issue><spage>8781</spage><epage>8795</epage><pages>8781-8795</pages><issn>2041-6520</issn><eissn>2041-6539</eissn><abstract>In this study, a new biosensor based on a sandwich structure has been developed for the isolation and detection of multiple bacterial pathogens
magnetic separation and SERS tags. This novel assay relies on antimicrobial peptide (AMP) functionalized magnetic nanoparticles as "capturing" probes for bacteria isolation and gold coated silver decorated graphene oxide (Au@Ag-GO) nanocomposites modified with 4-mercaptophenylboronic acid (4-MPBA) as SERS tags. When different kinds of bacterial pathogens are combined with the SERS tags, the "fingerprints" of 4-MPBA show corresponding changes due to the recognition interaction between 4-MPBA and different kinds of bacterial cell wall. Compared with the label-free SERS detection of bacteria, 4-MPBA here can be used as an internal standard (IS) to correct the SERS intensities with high reproducibility, as well as a Raman signal reporter to enhance the sensitivity and amplify the differences among the bacterial "fingerprints". Thus, three bacterial pathogens (
,
and
) were successfully isolated and detected, with the lowest concentration for each of the strains detected at just 10
colony forming units per mL (CFU mL
). According to the changes in the "fingerprints" of 4-MPBA, three bacterial strains were successfully discriminated using discriminant analysis (DA). In addition, the AMP modified Fe
O
NPs feature high antibacterial activities, and can act as antibacterial agents with low cellular toxicology in the long-term storage of blood for future safe blood transfusion applications. More importantly, this novel method can be applied in the detection of bacteria from clinical patients who are infected with bacteria. In the validation analysis, 97.3% of the real blood samples (39 patients) could be classified effectively (only one patient infected with
was misclassified). The multifunctional biosensor presented here allows for the simultaneous isolation, discrimination and killing of bacteria, suggesting its high potential for clinical diagnosis and safe blood transfusions.</abstract><cop>England</cop><pub>Royal Society of Chemistry</pub><pmid>30746114</pmid><doi>10.1039/c8sc04637a</doi><tpages>15</tpages><orcidid>https://orcid.org/0000-0002-0098-5968</orcidid><orcidid>https://orcid.org/0000-0002-6584-1949</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Bacteria Biosensors Blood transfusion Chemistry Discriminant analysis Discrimination E coli Fingerprints Gold Graphene Magnetic separation Nanocomposites Nanoparticles Pathogens Patients Peptides Pseudomonas aeruginosa Recognition Reproducibility Sandwich structures Sensitivity enhancement Silver Tags Toxicology |
title | Antimicrobial peptide based magnetic recognition elements and Au@Ag-GO SERS tags with stable internal standards: a three in one biosensor for isolation, discrimination and killing of multiple bacteria in whole blood |
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