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Elemental Fingerprinting of Wild and Farmed Fish Muscle to Authenticate and Validate Production Method
In the context of expanding fish production and complex distribution chains, traceability, provenance and food safety tools are becoming increasingly important. Here, we compare the elemental fingerprints of gilthead seabream (Sparus aurata) muscle from wild and different aquaculture productions (se...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9562899/ https://www.ncbi.nlm.nih.gov/pubmed/36230157 http://dx.doi.org/10.3390/foods11193081 |
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author | Mamede, Renato Duarte, Irina A. Caçador, Isabel Reis-Santos, Patrick Vasconcelos, Rita P. Gameiro, Carla Canada, Paula Ré, Pedro Tanner, Susanne E. Fonseca, Vanessa F. Duarte, Bernardo |
author_facet | Mamede, Renato Duarte, Irina A. Caçador, Isabel Reis-Santos, Patrick Vasconcelos, Rita P. Gameiro, Carla Canada, Paula Ré, Pedro Tanner, Susanne E. Fonseca, Vanessa F. Duarte, Bernardo |
author_sort | Mamede, Renato |
collection | PubMed |
description | In the context of expanding fish production and complex distribution chains, traceability, provenance and food safety tools are becoming increasingly important. Here, we compare the elemental fingerprints of gilthead seabream (Sparus aurata) muscle from wild and different aquaculture productions (semi-intensive earth ponds and intensive sea cages from two locations) to confirm their origin and evaluate the concentrations of elements with regulatory thresholds (Cu, Hg, Pb and Zn). Using a chemometric approach based on multi-elemental signatures, the sample origin was determined with an overall accuracy of 90%. Furthermore, in a model built to replicate a real-case scenario where it would be necessary to trace the production method of S. aurata without reliable information about its harvesting location, 27 of the 30 samples were correctly allocated to their original production method (sea-cage aquaculture), despite being from another location. The concentrations of the regulated elements ranged as follows: Cu (0.140–1.139 mg/Kg), Hg (0–0.506 mg/Kg), Pb (0–2.703 mg/Kg) and Zn (6.502–18.807 mg/Kg), with only Pb presenting concentrations consistently above the recommended limit for human consumption. The present findings contribute to establishing elemental fingerprinting as a reliable tool to trace fish production methods and underpin seafood authentication. |
format | Online Article Text |
id | pubmed-9562899 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-95628992022-10-15 Elemental Fingerprinting of Wild and Farmed Fish Muscle to Authenticate and Validate Production Method Mamede, Renato Duarte, Irina A. Caçador, Isabel Reis-Santos, Patrick Vasconcelos, Rita P. Gameiro, Carla Canada, Paula Ré, Pedro Tanner, Susanne E. Fonseca, Vanessa F. Duarte, Bernardo Foods Article In the context of expanding fish production and complex distribution chains, traceability, provenance and food safety tools are becoming increasingly important. Here, we compare the elemental fingerprints of gilthead seabream (Sparus aurata) muscle from wild and different aquaculture productions (semi-intensive earth ponds and intensive sea cages from two locations) to confirm their origin and evaluate the concentrations of elements with regulatory thresholds (Cu, Hg, Pb and Zn). Using a chemometric approach based on multi-elemental signatures, the sample origin was determined with an overall accuracy of 90%. Furthermore, in a model built to replicate a real-case scenario where it would be necessary to trace the production method of S. aurata without reliable information about its harvesting location, 27 of the 30 samples were correctly allocated to their original production method (sea-cage aquaculture), despite being from another location. The concentrations of the regulated elements ranged as follows: Cu (0.140–1.139 mg/Kg), Hg (0–0.506 mg/Kg), Pb (0–2.703 mg/Kg) and Zn (6.502–18.807 mg/Kg), with only Pb presenting concentrations consistently above the recommended limit for human consumption. The present findings contribute to establishing elemental fingerprinting as a reliable tool to trace fish production methods and underpin seafood authentication. MDPI 2022-10-04 /pmc/articles/PMC9562899/ /pubmed/36230157 http://dx.doi.org/10.3390/foods11193081 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Mamede, Renato Duarte, Irina A. Caçador, Isabel Reis-Santos, Patrick Vasconcelos, Rita P. Gameiro, Carla Canada, Paula Ré, Pedro Tanner, Susanne E. Fonseca, Vanessa F. Duarte, Bernardo Elemental Fingerprinting of Wild and Farmed Fish Muscle to Authenticate and Validate Production Method |
title | Elemental Fingerprinting of Wild and Farmed Fish Muscle to Authenticate and Validate Production Method |
title_full | Elemental Fingerprinting of Wild and Farmed Fish Muscle to Authenticate and Validate Production Method |
title_fullStr | Elemental Fingerprinting of Wild and Farmed Fish Muscle to Authenticate and Validate Production Method |
title_full_unstemmed | Elemental Fingerprinting of Wild and Farmed Fish Muscle to Authenticate and Validate Production Method |
title_short | Elemental Fingerprinting of Wild and Farmed Fish Muscle to Authenticate and Validate Production Method |
title_sort | elemental fingerprinting of wild and farmed fish muscle to authenticate and validate production method |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9562899/ https://www.ncbi.nlm.nih.gov/pubmed/36230157 http://dx.doi.org/10.3390/foods11193081 |
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