MALDI-ToF MS and chemometric analysis as a tool for identifying wild and farmed salmon

In this study, the difference between wild and farmed salmon production was successfully profiled and differentiated by matrix-assisted laser desorption ionization-time of flight mass spectrometry (MALDI-ToF MS) combined with chemometric analysis. The established method based on multivariate analysi...

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Published in:Food Chemistry
Main Authors: Hong, Yunhe, Birse, Nicholas, Quinn, Brian, Li, Yicong, Jia, Wenyang, van Ruth, Saskia, Elliott, Christopher T.
Format: Article in Journal/Newspaper
Language:English
Published: 2024
Subjects:
Online Access:https://pure.qub.ac.uk/en/publications/3c3784ea-18eb-405d-a9d5-7bbe599f6800
https://doi.org/10.1016/j.foodchem.2023.137279
https://pureadmin.qub.ac.uk/ws/files/514819806/MALDI_ToF_MS.pdf
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spelling ftqueensubelpubl:oai:pure.qub.ac.uk/portal:publications/3c3784ea-18eb-405d-a9d5-7bbe599f6800 2024-05-19T07:47:57+00:00 MALDI-ToF MS and chemometric analysis as a tool for identifying wild and farmed salmon Hong, Yunhe Birse, Nicholas Quinn, Brian Li, Yicong Jia, Wenyang van Ruth, Saskia Elliott, Christopher T. 2024-01-30 application/pdf https://pure.qub.ac.uk/en/publications/3c3784ea-18eb-405d-a9d5-7bbe599f6800 https://doi.org/10.1016/j.foodchem.2023.137279 https://pureadmin.qub.ac.uk/ws/files/514819806/MALDI_ToF_MS.pdf eng eng https://pure.qub.ac.uk/en/publications/3c3784ea-18eb-405d-a9d5-7bbe599f6800 info:eu-repo/semantics/openAccess Hong , Y , Birse , N , Quinn , B , Li , Y , Jia , W , van Ruth , S & Elliott , C T 2024 , ' MALDI-ToF MS and chemometric analysis as a tool for identifying wild and farmed salmon ' , Food Chemistry , vol. 432 , 137279 . https://doi.org/10.1016/j.foodchem.2023.137279 /dk/atira/pure/sustainabledevelopmentgoals/life_below_water name=SDG 14 - Life Below Water article 2024 ftqueensubelpubl https://doi.org/10.1016/j.foodchem.2023.137279 2024-05-02T00:51:52Z In this study, the difference between wild and farmed salmon production was successfully profiled and differentiated by matrix-assisted laser desorption ionization-time of flight mass spectrometry (MALDI-ToF MS) combined with chemometric analysis. The established method based on multivariate analysis mainly involved principal component analysis (PCA), partial least squares-discriminant analysis (PLS-DA), and orthogonal partial least squares-discriminant analysis (OPLS-DA) as the screening and verifying tools to provide insights into the distinctive features found in wild and farmed salmon products, respectively. The discrimination between farmed and wild salmon was accomplished with 100% classification accuracy using chemometric models, 100% identification accuracy was also achieved in distinguishing wild Salmo salar and Oncorhynchus nerka samples. The results of the present work suggest that the proposed method could serve as a reference for detecting salmon fraud relating to wild or farmed production and expand the application of MALDI-ToF technology further into food authenticity applications. Article in Journal/Newspaper Salmo salar Queen's University Belfast Research Portal Food Chemistry 432 137279
institution Open Polar
collection Queen's University Belfast Research Portal
op_collection_id ftqueensubelpubl
language English
topic /dk/atira/pure/sustainabledevelopmentgoals/life_below_water
name=SDG 14 - Life Below Water
spellingShingle /dk/atira/pure/sustainabledevelopmentgoals/life_below_water
name=SDG 14 - Life Below Water
Hong, Yunhe
Birse, Nicholas
Quinn, Brian
Li, Yicong
Jia, Wenyang
van Ruth, Saskia
Elliott, Christopher T.
MALDI-ToF MS and chemometric analysis as a tool for identifying wild and farmed salmon
topic_facet /dk/atira/pure/sustainabledevelopmentgoals/life_below_water
name=SDG 14 - Life Below Water
description In this study, the difference between wild and farmed salmon production was successfully profiled and differentiated by matrix-assisted laser desorption ionization-time of flight mass spectrometry (MALDI-ToF MS) combined with chemometric analysis. The established method based on multivariate analysis mainly involved principal component analysis (PCA), partial least squares-discriminant analysis (PLS-DA), and orthogonal partial least squares-discriminant analysis (OPLS-DA) as the screening and verifying tools to provide insights into the distinctive features found in wild and farmed salmon products, respectively. The discrimination between farmed and wild salmon was accomplished with 100% classification accuracy using chemometric models, 100% identification accuracy was also achieved in distinguishing wild Salmo salar and Oncorhynchus nerka samples. The results of the present work suggest that the proposed method could serve as a reference for detecting salmon fraud relating to wild or farmed production and expand the application of MALDI-ToF technology further into food authenticity applications.
format Article in Journal/Newspaper
author Hong, Yunhe
Birse, Nicholas
Quinn, Brian
Li, Yicong
Jia, Wenyang
van Ruth, Saskia
Elliott, Christopher T.
author_facet Hong, Yunhe
Birse, Nicholas
Quinn, Brian
Li, Yicong
Jia, Wenyang
van Ruth, Saskia
Elliott, Christopher T.
author_sort Hong, Yunhe
title MALDI-ToF MS and chemometric analysis as a tool for identifying wild and farmed salmon
title_short MALDI-ToF MS and chemometric analysis as a tool for identifying wild and farmed salmon
title_full MALDI-ToF MS and chemometric analysis as a tool for identifying wild and farmed salmon
title_fullStr MALDI-ToF MS and chemometric analysis as a tool for identifying wild and farmed salmon
title_full_unstemmed MALDI-ToF MS and chemometric analysis as a tool for identifying wild and farmed salmon
title_sort maldi-tof ms and chemometric analysis as a tool for identifying wild and farmed salmon
publishDate 2024
url https://pure.qub.ac.uk/en/publications/3c3784ea-18eb-405d-a9d5-7bbe599f6800
https://doi.org/10.1016/j.foodchem.2023.137279
https://pureadmin.qub.ac.uk/ws/files/514819806/MALDI_ToF_MS.pdf
genre Salmo salar
genre_facet Salmo salar
op_source Hong , Y , Birse , N , Quinn , B , Li , Y , Jia , W , van Ruth , S & Elliott , C T 2024 , ' MALDI-ToF MS and chemometric analysis as a tool for identifying wild and farmed salmon ' , Food Chemistry , vol. 432 , 137279 . https://doi.org/10.1016/j.foodchem.2023.137279
op_relation https://pure.qub.ac.uk/en/publications/3c3784ea-18eb-405d-a9d5-7bbe599f6800
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.1016/j.foodchem.2023.137279
container_title Food Chemistry
container_volume 432
container_start_page 137279
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