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Geographical discrimination of garlic (Allium Sativum L.) based on Stable isotope ratio analysis coupled with statistical methods: The Italian case study.
- Source :
-
Food and chemical toxicology : an international journal published for the British Industrial Biological Research Association [Food Chem Toxicol] 2019 Dec; Vol. 134, pp. 110862. Date of Electronic Publication: 2019 Sep 27. - Publication Year :
- 2019
-
Abstract
- Stable isotope ratio analysis of the major bioelements (δ <superscript>2</superscript> H, δ <superscript>13</superscript> C, δ <superscript>15</superscript> N, δ <superscript>18</superscript> O, δ <superscript>34</superscript> S), considered for the first time as a whole, was used to attempt a geographical characterization of red garlic (Allium sativum L.) cultivated throughout different Italian territories (Abruzzo, Lazio and Sicily). Up to now, no official methods are available to determine the geographical origin of this type of product. In this context, the Isotope Ratio Mass Spectrometry method (IRMS) represents a powerful analytical technique. The characteristic ranges of variability of the five isotope ratios in 56 red Italian garlic samples are here presented as well as their relationships. The geographical origin has some influence over the different ratios, although their data distribution shows some overlap when Principal Component Analysis (PCA) is applied. In spite of the relative closeness of the sampling sites, a model with very good predictive performance of the geographical classification was achieved byLinear Discriminant Analysis (LDA) and k-nearest neighbours (k-NN) method. Moreover, preliminary class modelling based on Soft Independent Modelling of Class Analogy (SIMCA) supports the ability of stable isotope ratios analysis for the geographical traceability of garlic.<br /> (Copyright © 2019 Elsevier Ltd. All rights reserved.)
Details
- Language :
- English
- ISSN :
- 1873-6351
- Volume :
- 134
- Database :
- MEDLINE
- Journal :
- Food and chemical toxicology : an international journal published for the British Industrial Biological Research Association
- Publication Type :
- Academic Journal
- Accession number :
- 31568853
- Full Text :
- https://doi.org/10.1016/j.fct.2019.110862