关键词: Chemometrics Element profiling Fishery products Geographical origin ICP-MS

Mesh : Animals Decapodiformes / chemistry metabolism Discriminant Analysis Least-Squares Analysis Mass Spectrometry / methods Mediterranean Region Mercury / analysis Microwaves Principal Component Analysis Trace Elements / analysis chemistry

来  源:   DOI:10.1016/j.foodchem.2021.129687   PDF(Sci-hub)

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.
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