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...
Main Authors: | , , , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-06-01
|
Series: | Molecules |
Subjects: | |
Online Access: | https://www.mdpi.com/1420-3049/26/12/3508 |
id |
doaj-1ed5a5d5b9bb4ec1a2123e6e6d1b9bf9 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT laurentaubry detectionoffrozenthawedduckfattyliverbymalditofmassspectrometryachemometricsstudy AT thierrysayd detectionoffrozenthawedduckfattyliverbymalditofmassspectrometryachemometricsstudy AT claudeferreira detectionoffrozenthawedduckfattyliverbymalditofmassspectrometryachemometricsstudy AT christophechambon detectionoffrozenthawedduckfattyliverbymalditofmassspectrometryachemometricsstudy AT annievenien detectionoffrozenthawedduckfattyliverbymalditofmassspectrometryachemometricsstudy AT sylvieblinet detectionoffrozenthawedduckfattyliverbymalditofmassspectrometryachemometricsstudy AT mariebourin detectionoffrozenthawedduckfattyliverbymalditofmassspectrometryachemometricsstudy AT angeliquetravel detectionoffrozenthawedduckfattyliverbymalditofmassspectrometryachemometricsstudy AT maevahalgrain detectionoffrozenthawedduckfattyliverbymalditofmassspectrometryachemometricsstudy AT veroniquesantelhoutellier detectionoffrozenthawedduckfattyliverbymalditofmassspectrometryachemometricsstudy AT laetitiatheron detectionoffrozenthawedduckfattyliverbymalditofmassspectrometryachemometricsstudy |
_version_ |
1721350630374637568 |