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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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Detalles Bibliográficos
Autores principales: Wang, Qin, Wang, Yanchao, Jiang, Xiaoming, Ma, Lei, Li, Zhaojie, Chang, Yaoguang, Wang, Yuming, Xue, Changhu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8229220/
https://www.ncbi.nlm.nih.gov/pubmed/34199884
http://dx.doi.org/10.3390/foods10061294
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author Wang, Qin
Wang, Yanchao
Jiang, Xiaoming
Ma, Lei
Li, Zhaojie
Chang, Yaoguang
Wang, Yuming
Xue, Changhu
author_facet Wang, Qin
Wang, Yanchao
Jiang, Xiaoming
Ma, Lei
Li, Zhaojie
Chang, Yaoguang
Wang, Yuming
Xue, Changhu
author_sort Wang, Qin
collection PubMed
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.
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spelling pubmed-82292202021-06-26 Amino Acid Profiling with Chemometric Analysis as a Feasible Tool for the Discrimination of Marine-Derived Peptide Powders Wang, Qin Wang, Yanchao Jiang, Xiaoming Ma, Lei Li, Zhaojie Chang, Yaoguang Wang, Yuming Xue, Changhu Foods Article 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. MDPI 2021-06-04 /pmc/articles/PMC8229220/ /pubmed/34199884 http://dx.doi.org/10.3390/foods10061294 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wang, Qin
Wang, Yanchao
Jiang, Xiaoming
Ma, Lei
Li, Zhaojie
Chang, Yaoguang
Wang, Yuming
Xue, Changhu
Amino Acid Profiling with Chemometric Analysis as a Feasible Tool for the Discrimination of Marine-Derived Peptide Powders
title 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_short 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
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8229220/
https://www.ncbi.nlm.nih.gov/pubmed/34199884
http://dx.doi.org/10.3390/foods10061294
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