Multi-element signature of cuttlefish and its potential for the discrimination of different geographical provenances and traceability

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dc.contributor.author Varra, Maria Olga
dc.contributor.author Husáková, Lenka
dc.contributor.author Patočka, Jan
dc.contributor.author Ghidini, Sergio
dc.contributor.author Zanardi, Emanuela
dc.date.accessioned 2022-06-03T12:33:27Z
dc.date.available 2022-06-03T12:33:27Z
dc.date.issued 2021
dc.identifier.issn 0308-8146
dc.identifier.uri https://hdl.handle.net/10195/79361
dc.description.abstract The measurement and analysis of fifty-two elements by quadrupole inductively coupled plasma mass spectrometry (Q-ICP-MS) and direct mercury analysis were applied to origin discrimination of Italian traditional cuttlefish (Chioggia, Venice lagoon) from Mediterranean and Atlantic samples. A total 68 specimens were analyzed in triplicates to generate 204 mass spectra profiles which were statistically processed by different chemometric techniques. Loading weights from principal component analysis as input for linear discriminant analysis (LW-LDA), stepwise-LDA (S-LDA) and variable influence of projection-partial least square discriminant analysis (VIP-PLS-DA) were used to classify samples while retaining the lowest possible number of key variables. VIP-PLS-DA was found to be the best variable selection-discriminant tool combo since the selected Na-Co-B-K-Cd-V-U-Rb-Ni-Ba-Cu-As-Sr-Mn-Mo-Li-Ca-Mg-Se-Bi-Cs-P-Y elemental pattern allowed the samples to be classified with 100% sensitivity, specificity and accuracy. eng
dc.format p. 129687 eng
dc.language.iso eng
dc.publisher Elsevier Science eng
dc.relation.ispartof Food Chemistry, volume 356, issue: September eng
dc.rights open access (green) eng
dc.subject ICP-MS eng
dc.subject element profiling eng
dc.subject fishery products eng
dc.subject geographical origin eng
dc.subject chemometrics eng
dc.subject ICP-MS cze
dc.subject stanovení prvkového profilu cze
dc.subject mořské plody cze
dc.subject geografický původ cze
dc.subject analýza dat cze
dc.title Multi-element signature of cuttlefish and its potential for the discrimination of different geographical provenances and traceability eng
dc.title.alternative Možnosti využití multi-prvkového profilu pro určení geografického původu hlavonožců cze
dc.type article eng
dc.description.abstract-translated Metodou hmotnostní spektrometrie s ionizací v indukčně vázaném plazmatu a kvadrupólovým analyzátorem iontů (Q-ICP-MS) byl v 68 vzorcích hlavonožců stanoven multi-prvkový profil, který byl společně s nástroji vícerozměrné analýzy dat (LW-LDA, S-LDA, VIP-PLS-DA) využit k rozlišení geografického původu vzorků ze Středozemního moře a Atlantiku. Aplikací metody VIP-PLS-DA, v kombinací s vhodnými prediktory, bylo dosaženo klasifikace vzorků se 100% senzitivitou, specificitou a přesností. cze
dc.peerreviewed yes eng
dc.publicationstatus submitted version (preprint) eng
dc.identifier.doi 10.1016/j.foodchem.2021.129687
dc.relation.publisherversion https://www.sciencedirect.com/science/article/pii/S0308814621006932
dc.identifier.wos 000689222500001
dc.identifier.scopus 2-s2.0-85103981713
dc.identifier.obd 39886391


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