Literature DB >> 30642503

Rapid authentication of European sea bass (Dicentrarchus labrax L.) according to production method, farming system, and geographical origin by near infrared spectroscopy coupled with chemometrics.

Sergio Ghidini1, Maria Olga Varrà2, Chiara Dall'Asta3, Anna Badiani4, Adriana Ianieri5, Emanuela Zanardi6.   

Abstract

Chemometric analysis of near-infrared spectroscopy (NIRS) data was applied to investigate the possibility to rapidly authenticate European sea bass (Dicentrarchus labrax L.) according to production method (wild or farmed), rearing system (extensive, semi-intensive or intensive), and geographical origin (Western, Central or Eastern Mediterranean Sea). NIR spectra from 1100 to 2500 nm were subjected to an exploratory principal component analysis (PCA) followed by orthogonal partial last square-discriminant analysis (OPLS-DA) to develop classifiers able to distinguish samples according to the various conditions under study. Models provided a correct classification rate of 100% for both wild and farmed sea bass, and of 67%, 80%, 100% for extensively, semi-intensively, and intensively-reared subjects, respectively. As for geographical provenance, 100% of Eastern, 88% of Central and 85% of Western Mediterranean Sea samples were correctly discriminated. The successful results obtained confirmed suitability of chemometric analysis applied to NIRS data for fast authentication of European sea bass origin.
Copyright © 2018 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Authentication; Chemometrics; European sea bass; Farming system; Geographical origin; NIR spectroscopy

Mesh:

Year:  2018        PMID: 30642503     DOI: 10.1016/j.foodchem.2018.12.075

Source DB:  PubMed          Journal:  Food Chem        ISSN: 0308-8146            Impact factor:   7.514


  6 in total

1.  FT-NIR: a tool for rapid intracellular lipid quantification in oleaginous yeasts.

Authors:  Mikołaj Chmielarz; Sabine Sampels; Johanna Blomqvist; Jule Brandenburg; Frida Wende; Mats Sandgren; Volkmar Passoth
Journal:  Biotechnol Biofuels       Date:  2019-06-29       Impact factor: 6.040

2.  The Use of Stable Isotope Ratio Analysis to Trace European Sea Bass (D. labrax) Originating from Different Farming Systems.

Authors:  Francesca Tulli; José M Moreno-Rojas; Concetta Maria Messina; Angela Trocino; Gerolamo Xiccato; José M Muñoz-Redondo; Andrea Santulli; Emilio Tibaldi
Journal:  Animals (Basel)       Date:  2020-11-05       Impact factor: 2.752

3.  Histamine Control in Raw and Processed Tuna: A Rapid Tool Based on NIR Spectroscopy.

Authors:  Sergio Ghidini; Luca Maria Chiesa; Sara Panseri; Maria Olga Varrà; Adriana Ianieri; Davide Pessina; Emanuela Zanardi
Journal:  Foods       Date:  2021-04-18

4.  Discrimination between Wild and Farmed Sea Bass by Using New Spectrometry and Spectroscopy Methods.

Authors:  Giovanna Esposito; Simona Sciuto; Chiara Guglielmetti; Paolo Pastorino; Francesco Ingravalle; Giuseppe Ru; Elena Maria Bozzetta; Pier Luigi Acutis
Journal:  Foods       Date:  2022-06-07

5.  Harnessing the Full Power of Chemometric-Based Analysis of Total Reflection X-ray Fluorescence Spectral Data to Boost the Identification of Seafood Provenance and Fishing Areas.

Authors:  Bernardo Duarte; Renato Mamede; João Carreiras; Irina A Duarte; Isabel Caçador; Patrick Reis-Santos; Rita P Vasconcelos; Carla Gameiro; Pedro Ré; Susanne E Tanner; Vanessa F Fonseca
Journal:  Foods       Date:  2022-09-04

6.  Performance of Fluorescence and Diffuse Reflectance Hyperspectral Imaging for Characterization of Lutefisk: A Traditional Norwegian Fish Dish.

Authors:  Abdo Hassoun; Karsten Heia; Stein-Kato Lindberg; Heidi Nilsen
Journal:  Molecules       Date:  2020-03-06       Impact factor: 4.411

  6 in total

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