Detection of Frozen–Thawed Duck Fatty Liver by MALDI-TOF Mass Spectrometry: A Chemometrics Study

The marketing of poultry livers is only authorized as fresh, frozen, or deep-frozen. The higher consumer demand for these products for a short period of time may lead to the marketing of frozen–thawed poultry livers: this constitutes fraud. The aim of this study was to design a method for distinguis...

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Main Authors: Laurent Aubry, Thierry Sayd, Claude Ferreira, Christophe Chambon, Annie Vénien, Sylvie Blinet, Marie Bourin, Angélique Travel, Maeva Halgrain, Véronique Santé-Lhoutellier, Laetitia Théron
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Molecules
Subjects:
Online Access:https://www.mdpi.com/1420-3049/26/12/3508
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spelling doaj-1ed5a5d5b9bb4ec1a2123e6e6d1b9bf92021-06-30T23:41:14ZengMDPI AGMolecules1420-30492021-06-01263508350810.3390/molecules26123508Detection of Frozen–Thawed Duck Fatty Liver by MALDI-TOF Mass Spectrometry: A Chemometrics StudyLaurent Aubry0Thierry Sayd1Claude Ferreira2Christophe Chambon3Annie Vénien4Sylvie Blinet5Marie Bourin6Angélique Travel7Maeva Halgrain8Véronique Santé-Lhoutellier9Laetitia Théron10Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), UR370 Qualité des Produits Animaux, F-63122 Saint Genès-Champanelle, FranceInstitut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), UR370 Qualité des Produits Animaux, F-63122 Saint Genès-Champanelle, FranceInstitut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), UR370 Qualité des Produits Animaux, F-63122 Saint Genès-Champanelle, FranceInstitut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), UR370 Qualité des Produits Animaux, F-63122 Saint Genès-Champanelle, FranceInstitut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), UR370 Qualité des Produits Animaux, F-63122 Saint Genès-Champanelle, FranceInstitut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), UR370 Qualité des Produits Animaux, F-63122 Saint Genès-Champanelle, FranceITAVI, Domaine de l’Orfrasière, F-37380 Nouzilly, FranceITAVI, Domaine de l’Orfrasière, F-37380 Nouzilly, FranceITAVI, Domaine de l’Orfrasière, F-37380 Nouzilly, FranceInstitut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), UR370 Qualité des Produits Animaux, F-63122 Saint Genès-Champanelle, FranceInstitut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), UR370 Qualité des Produits Animaux, F-63122 Saint Genès-Champanelle, FranceThe marketing of poultry livers is only authorized as fresh, frozen, or deep-frozen. The higher consumer demand for these products for a short period of time may lead to the marketing of frozen–thawed poultry livers: this constitutes fraud. The aim of this study was to design a method for distinguishing frozen–thawed livers from fresh livers. For this, the spectral fingerprint of liver proteins was acquired using Matrix-Assisted Laser Dissociation Ionization-Time-Of-Flight mass spectrometry. The spectra were analyzed using the chemometrics approach. First, principal component analysis studied the expected variability of commercial conditions before and after freezing–thawing. Then, the discriminant power of spectral fingerprint of liver proteins was assessed using supervised model generation. The combined approach of mass spectrometry and chemometrics successfully described the evolution of protein profile during storage time, before and after freezing-thawing, and successfully discriminated the fresh and frozen–thawed livers. These results are promising in terms of fraud detection, providing an opportunity for implementation of a reference method for agencies to fight fraud.https://www.mdpi.com/1420-3049/26/12/3508frozen–thawing cyclesfatty liverMALDI-TOF mass spectrometrychemometricsfraud detection
collection DOAJ
language English
format Article
sources DOAJ
author Laurent Aubry
Thierry Sayd
Claude Ferreira
Christophe Chambon
Annie Vénien
Sylvie Blinet
Marie Bourin
Angélique Travel
Maeva Halgrain
Véronique Santé-Lhoutellier
Laetitia Théron
spellingShingle Laurent Aubry
Thierry Sayd
Claude Ferreira
Christophe Chambon
Annie Vénien
Sylvie Blinet
Marie Bourin
Angélique Travel
Maeva Halgrain
Véronique Santé-Lhoutellier
Laetitia Théron
Detection of Frozen–Thawed Duck Fatty Liver by MALDI-TOF Mass Spectrometry: A Chemometrics Study
Molecules
frozen–thawing cycles
fatty liver
MALDI-TOF mass spectrometry
chemometrics
fraud detection
author_facet Laurent Aubry
Thierry Sayd
Claude Ferreira
Christophe Chambon
Annie Vénien
Sylvie Blinet
Marie Bourin
Angélique Travel
Maeva Halgrain
Véronique Santé-Lhoutellier
Laetitia Théron
author_sort Laurent Aubry
title Detection of Frozen–Thawed Duck Fatty Liver by MALDI-TOF Mass Spectrometry: A Chemometrics Study
title_short Detection of Frozen–Thawed Duck Fatty Liver by MALDI-TOF Mass Spectrometry: A Chemometrics Study
title_full Detection of Frozen–Thawed Duck Fatty Liver by MALDI-TOF Mass Spectrometry: A Chemometrics Study
title_fullStr Detection of Frozen–Thawed Duck Fatty Liver by MALDI-TOF Mass Spectrometry: A Chemometrics Study
title_full_unstemmed Detection of Frozen–Thawed Duck Fatty Liver by MALDI-TOF Mass Spectrometry: A Chemometrics Study
title_sort detection of frozen–thawed duck fatty liver by maldi-tof mass spectrometry: a chemometrics study
publisher MDPI AG
series Molecules
issn 1420-3049
publishDate 2021-06-01
description The marketing of poultry livers is only authorized as fresh, frozen, or deep-frozen. The higher consumer demand for these products for a short period of time may lead to the marketing of frozen–thawed poultry livers: this constitutes fraud. The aim of this study was to design a method for distinguishing frozen–thawed livers from fresh livers. For this, the spectral fingerprint of liver proteins was acquired using Matrix-Assisted Laser Dissociation Ionization-Time-Of-Flight mass spectrometry. The spectra were analyzed using the chemometrics approach. First, principal component analysis studied the expected variability of commercial conditions before and after freezing–thawing. Then, the discriminant power of spectral fingerprint of liver proteins was assessed using supervised model generation. The combined approach of mass spectrometry and chemometrics successfully described the evolution of protein profile during storage time, before and after freezing-thawing, and successfully discriminated the fresh and frozen–thawed livers. These results are promising in terms of fraud detection, providing an opportunity for implementation of a reference method for agencies to fight fraud.
topic frozen–thawing cycles
fatty liver
MALDI-TOF mass spectrometry
chemometrics
fraud detection
url https://www.mdpi.com/1420-3049/26/12/3508
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