Multi-element signature of cuttlefish and its potential for the discrimination of different geographical provenances and traceability
Jazyk angličtina Země Velká Británie, Anglie Médium print-electronic
Typ dokumentu časopisecké články
PubMed
33836355
DOI
10.1016/j.foodchem.2021.129687
PII: S0308-8146(21)00693-2
Knihovny.cz E-zdroje
- Klíčová slova
- Chemometrics, Element profiling, Fishery products, Geographical origin, ICP-MS,
- MeSH
- analýza hlavních komponent MeSH
- Decapodiformes chemie metabolismus MeSH
- diskriminační analýza MeSH
- hmotnostní spektrometrie metody MeSH
- metoda nejmenších čtverců MeSH
- mikrovlny MeSH
- rtuť analýza MeSH
- stopové prvky analýza chemie MeSH
- zvířata MeSH
- Check Tag
- zvířata MeSH
- Publikační typ
- časopisecké články MeSH
- Geografické názvy
- Středomoří MeSH
- Názvy látek
- rtuť MeSH
- stopové prvky MeSH
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.
Citace poskytuje Crossref.org