Amino Acid Profiling with Chemometric Analysis as a Feasible Tool for the Discrimination of Marine-Derived Peptide Powders

Marine-derived peptide powders have suffered from adulteration via the substitution of lower-price peptides or the addition of adulterants in the market. This study aims to establish an effective approach for the discrimination and detection of adulterants for four representative categories of marin...

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Published in:Foods
Main Authors: Qin Wang, Yanchao Wang, Xiaoming Jiang, Lei Ma, Zhaojie Li, Yaoguang Chang, Yuming Wang, Changhu Xue
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2021
Subjects:
Online Access:https://doi.org/10.3390/foods10061294
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spelling ftmdpi:oai:mdpi.com:/2304-8158/10/6/1294/ 2023-08-20T04:01:50+02:00 Amino Acid Profiling with Chemometric Analysis as a Feasible Tool for the Discrimination of Marine-Derived Peptide Powders Qin Wang Yanchao Wang Xiaoming Jiang Lei Ma Zhaojie Li Yaoguang Chang Yuming Wang Changhu Xue agris 2021-06-04 application/pdf https://doi.org/10.3390/foods10061294 EN eng Multidisciplinary Digital Publishing Institute Foods of Marine Origin https://dx.doi.org/10.3390/foods10061294 https://creativecommons.org/licenses/by/4.0/ Foods; Volume 10; Issue 6; Pages: 1294 marine-derived peptides amino acid chemometric analysis classification adulteration detection Text 2021 ftmdpi https://doi.org/10.3390/foods10061294 2023-08-01T01:52:59Z Marine-derived peptide powders have suffered from adulteration via the substitution of lower-price peptides or the addition of adulterants in the market. This study aims to establish an effective approach for the discrimination and detection of adulterants for four representative categories of marine-derived peptide powders, namely, oyster peptides, sea cucumber peptides, Antarctic krill peptides, and fish skin peptides, based on amino acid profiling alongside chemometric analysis. The principal component analysis and orthogonal partial least squares discriminant analysis results indicate that four categories of marine-derived peptides could be distinctly classified into four clusters and aggregated with the respective raw materials. Taurine, glycine, lysine, and protein contents were the major discriminants. A reliable classification model was constructed and validated by the prediction dataset, mixture sample dataset, and unclassified sample dataset with accuracy values of 100%, 100%, and 100%, respectively. Text Antarc* Antarctic Antarctic Krill MDPI Open Access Publishing Antarctic Foods 10 6 1294
institution Open Polar
collection MDPI Open Access Publishing
op_collection_id ftmdpi
language English
topic marine-derived peptides
amino acid
chemometric analysis
classification
adulteration detection
spellingShingle marine-derived peptides
amino acid
chemometric analysis
classification
adulteration detection
Qin Wang
Yanchao Wang
Xiaoming Jiang
Lei Ma
Zhaojie Li
Yaoguang Chang
Yuming Wang
Changhu Xue
Amino Acid Profiling with Chemometric Analysis as a Feasible Tool for the Discrimination of Marine-Derived Peptide Powders
topic_facet marine-derived peptides
amino acid
chemometric analysis
classification
adulteration detection
description Marine-derived peptide powders have suffered from adulteration via the substitution of lower-price peptides or the addition of adulterants in the market. This study aims to establish an effective approach for the discrimination and detection of adulterants for four representative categories of marine-derived peptide powders, namely, oyster peptides, sea cucumber peptides, Antarctic krill peptides, and fish skin peptides, based on amino acid profiling alongside chemometric analysis. The principal component analysis and orthogonal partial least squares discriminant analysis results indicate that four categories of marine-derived peptides could be distinctly classified into four clusters and aggregated with the respective raw materials. Taurine, glycine, lysine, and protein contents were the major discriminants. A reliable classification model was constructed and validated by the prediction dataset, mixture sample dataset, and unclassified sample dataset with accuracy values of 100%, 100%, and 100%, respectively.
format Text
author Qin Wang
Yanchao Wang
Xiaoming Jiang
Lei Ma
Zhaojie Li
Yaoguang Chang
Yuming Wang
Changhu Xue
author_facet Qin Wang
Yanchao Wang
Xiaoming Jiang
Lei Ma
Zhaojie Li
Yaoguang Chang
Yuming Wang
Changhu Xue
author_sort Qin Wang
title Amino Acid Profiling with Chemometric Analysis as a Feasible Tool for the Discrimination of Marine-Derived Peptide Powders
title_short Amino Acid Profiling with Chemometric Analysis as a Feasible Tool for the Discrimination of Marine-Derived Peptide Powders
title_full Amino Acid Profiling with Chemometric Analysis as a Feasible Tool for the Discrimination of Marine-Derived Peptide Powders
title_fullStr Amino Acid Profiling with Chemometric Analysis as a Feasible Tool for the Discrimination of Marine-Derived Peptide Powders
title_full_unstemmed Amino Acid Profiling with Chemometric Analysis as a Feasible Tool for the Discrimination of Marine-Derived Peptide Powders
title_sort amino acid profiling with chemometric analysis as a feasible tool for the discrimination of marine-derived peptide powders
publisher Multidisciplinary Digital Publishing Institute
publishDate 2021
url https://doi.org/10.3390/foods10061294
op_coverage agris
geographic Antarctic
geographic_facet Antarctic
genre Antarc*
Antarctic
Antarctic Krill
genre_facet Antarc*
Antarctic
Antarctic Krill
op_source Foods; Volume 10; Issue 6; Pages: 1294
op_relation Foods of Marine Origin
https://dx.doi.org/10.3390/foods10061294
op_rights https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.3390/foods10061294
container_title Foods
container_volume 10
container_issue 6
container_start_page 1294
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