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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-8229220 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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