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An electronic tongue for gliadins semi-quantitative detection in foodstuffs

dc.contributor.authorPeres, António M.
dc.contributor.authorDias, L.G.
dc.contributor.authorVeloso, Ana C.A.
dc.contributor.authorMeirinho, Sofia G.
dc.contributor.authorMorais, Jorge Sá
dc.contributor.authorMachado, Adélio A.S.C.
dc.date.accessioned2011-03-30T14:56:06Z
dc.date.available2011-03-30T14:56:06Z
dc.date.issued2011
dc.description.abstractAn all-solid-state potentiometric electronic tongue with 36 polymeric membranes has been used for the first time to detect gliadins, which are primarily responsible for gluten intolerance in people suffering from celiac disease. A linear discriminant model, based on the signals of 11 polymeric membranes, selected from the 36 above using a stepwise procedure, was used to semi-quantitatively classify samples of a “Gluten-free” foodstuff (baby milked flour), previously contaminated with known amounts of gliadins (<10, 20–50 or >50 mg/kg), as “Gluten-free”, “Low-Gluten content” or “Gluten-containing”. For this food matrix, the device had sensitivity towards gliadins of 1–2 mg/kg and overall sensitivity and specificity of 77% and 78%, respectively. Moreover, the device never identified an ethanolic extract containing gliadins as “Gluten-free”. Finally, the system also allowed distinguishing “Gluten-free” and “Gluten-containing” foodstuffs (15 foods, including breads, flours, baby milked flours, cookies and breakfast cereals) with an overall sensitivity and specificity greater than 83%, using the signals of only 4 selected polymeric membranes (selected using a stepwise procedure). Since only one “Gluten-containing” foodstuff was misclassified as “Gluten-free”, the device could be used as a preliminary tool for quality control of foods for celiac patients.por
dc.description.sponsorshipFinancial support received from FCT, Lisbon, under the research project PPCDT/QUI/58076/2004, is gratefully acknowledged.por
dc.identifier.citationPeres, António M.; Dias, Luís G.; Veloso, Ana C.A.; Meirinho, Sofia G.; Sá Morais, Jorge; Machado, Adélio A.S.C. (2011). An electronic tongue for gliadins semi-quantitative detection in foodstuffs. Talanta. ISSN 0039-9140. 83:3, p. 857-864por
dc.identifier.doi10.1016/j.talanta.2010.10.032
dc.identifier.issn0039-9140
dc.identifier.urihttp://hdl.handle.net/10198/3819
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherElsevierpor
dc.relationPortuguese Lattice QCD Collaboration - Confinement Scenarios, Exotic Potentials, Algorithms for Dynamical Fermions, Effective Theories
dc.relationFORCE-GRADIENT SYMPLECTIC INTEGRATORS FOR LATTICE FIELD THEORY COMPUTATIONS
dc.subjectGliadinspor
dc.subjectElectronic tonguepor
dc.subjectLinear discriminant analysispor
dc.subjectCeliac diseasepor
dc.subjectProtein analysispor
dc.titleAn electronic tongue for gliadins semi-quantitative detection in foodstuffspor
dc.typejournal article
dspace.entity.typePublication
oaire.awardTitlePortuguese Lattice QCD Collaboration - Confinement Scenarios, Exotic Potentials, Algorithms for Dynamical Fermions, Effective Theories
oaire.awardTitleFORCE-GRADIENT SYMPLECTIC INTEGRATORS FOR LATTICE FIELD THEORY COMPUTATIONS
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/3599-PPCDT/CERN%2FFP%2F83644%2F2008/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/5876-PPCDTI/PTDC%2FFIS%2F100968%2F2008/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT//SFRH%2FBPD%2F40998%2F2007/PT
oaire.citation.endPage864por
oaire.citation.issue83(3)por
oaire.citation.startPage857por
oaire.citation.titleTalantapor
oaire.fundingStream3599-PPCDT
oaire.fundingStream5876-PPCDTI
person.familyNamePeres
person.familyNameDias
person.familyNameMorais
person.givenNameAntónio M.
person.givenNameLuís G.
person.givenNameJorge Sá
person.identifier107333
person.identifier.ciencia-idCF16-5443-F420
person.identifier.ciencia-id2F11-9092-FAAF
person.identifier.ciencia-id6E11-BDED-4CB3
person.identifier.orcid0000-0001-6595-9165
person.identifier.orcid0000-0002-1210-4259
person.identifier.ridI-8470-2012
person.identifier.scopus-author-id7102331969
person.identifier.scopus-author-id23569169900
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
rcaap.rightsrestrictedAccesspor
rcaap.typearticlepor
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