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Geographical and Varietal Traceability of Chinese Jujubes Based on Physical and Nutritional Characteristics
Chinese jujube fruits are known for their high nutritional and functional values. To protect advantageous regional jujube fruits, it is important to monitor quality indicators and trace the origin and variety. In this study, 31 quality indicators of Chinese jujubes collected from 6 main producing ar...
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/PMC8534552/ https://www.ncbi.nlm.nih.gov/pubmed/34681319 http://dx.doi.org/10.3390/foods10102270 |
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author | Wu, Linxia Li, Ling Zhang, Guoguang Jiang, Nan Ouyang, Xihui Wang, Meng |
author_facet | Wu, Linxia Li, Ling Zhang, Guoguang Jiang, Nan Ouyang, Xihui Wang, Meng |
author_sort | Wu, Linxia |
collection | PubMed |
description | Chinese jujube fruits are known for their high nutritional and functional values. To protect advantageous regional jujube fruits, it is important to monitor quality indicators and trace the origin and variety. In this study, 31 quality indicators of Chinese jujubes collected from 6 main producing areas were determined. According to different origins and varieties, Chinese jujube fruits were divided into five and six categories, respectively. To simplify the parameters, eight of the main characteristics, namely, soluble sugar content, fresh mass, edible rate, Na, Mg, K, Zn, and cyclic adenosine monophosphate (cAMP), were screened based on multiple comparison, correlation analysis, and principal component analysis (PCA). According to the eight main parameters, it was found that that both the categorical and cross-validated classification accuracy of linear discriminant analysis (LDA) were 100%. The discrimination accuracy of the testing set samples based on the orthogonal partial least squares-discriminant analysis (OPLS-DA) model were 90 and 93% for geographical and varietal classification, respectively. This indicated that the eight main parameters could be used as the characteristic parameters for the origin and variety traceability of Chinese jujubes. |
format | Online Article Text |
id | pubmed-8534552 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-85345522021-10-23 Geographical and Varietal Traceability of Chinese Jujubes Based on Physical and Nutritional Characteristics Wu, Linxia Li, Ling Zhang, Guoguang Jiang, Nan Ouyang, Xihui Wang, Meng Foods Article Chinese jujube fruits are known for their high nutritional and functional values. To protect advantageous regional jujube fruits, it is important to monitor quality indicators and trace the origin and variety. In this study, 31 quality indicators of Chinese jujubes collected from 6 main producing areas were determined. According to different origins and varieties, Chinese jujube fruits were divided into five and six categories, respectively. To simplify the parameters, eight of the main characteristics, namely, soluble sugar content, fresh mass, edible rate, Na, Mg, K, Zn, and cyclic adenosine monophosphate (cAMP), were screened based on multiple comparison, correlation analysis, and principal component analysis (PCA). According to the eight main parameters, it was found that that both the categorical and cross-validated classification accuracy of linear discriminant analysis (LDA) were 100%. The discrimination accuracy of the testing set samples based on the orthogonal partial least squares-discriminant analysis (OPLS-DA) model were 90 and 93% for geographical and varietal classification, respectively. This indicated that the eight main parameters could be used as the characteristic parameters for the origin and variety traceability of Chinese jujubes. MDPI 2021-09-25 /pmc/articles/PMC8534552/ /pubmed/34681319 http://dx.doi.org/10.3390/foods10102270 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 Wu, Linxia Li, Ling Zhang, Guoguang Jiang, Nan Ouyang, Xihui Wang, Meng Geographical and Varietal Traceability of Chinese Jujubes Based on Physical and Nutritional Characteristics |
title | Geographical and Varietal Traceability of Chinese Jujubes Based on Physical and Nutritional Characteristics |
title_full | Geographical and Varietal Traceability of Chinese Jujubes Based on Physical and Nutritional Characteristics |
title_fullStr | Geographical and Varietal Traceability of Chinese Jujubes Based on Physical and Nutritional Characteristics |
title_full_unstemmed | Geographical and Varietal Traceability of Chinese Jujubes Based on Physical and Nutritional Characteristics |
title_short | Geographical and Varietal Traceability of Chinese Jujubes Based on Physical and Nutritional Characteristics |
title_sort | geographical and varietal traceability of chinese jujubes based on physical and nutritional characteristics |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8534552/ https://www.ncbi.nlm.nih.gov/pubmed/34681319 http://dx.doi.org/10.3390/foods10102270 |
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