Cargando…
Determining the geographical origin of common buckwheat from China by multivariate analysis based on mineral elements, amino acids and vitamins
This study aimed to establish a method for distinguishing the geographical origin of common buckwheat from Inner Mongolia, Shanxi and Shaanxi Provinces in China. Three chemical families including mineral elements, vitamins and amino acids of 48 samples from different geographical origins were analyz...
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5574925/ https://www.ncbi.nlm.nih.gov/pubmed/28851892 http://dx.doi.org/10.1038/s41598-017-08808-y |
_version_ | 1783259933261692928 |
---|---|
author | Zhang, Qiang Xu, Jian-Guo |
author_facet | Zhang, Qiang Xu, Jian-Guo |
author_sort | Zhang, Qiang |
collection | PubMed |
description | This study aimed to establish a method for distinguishing the geographical origin of common buckwheat from Inner Mongolia, Shanxi and Shaanxi Provinces in China. Three chemical families including mineral elements, vitamins and amino acids of 48 samples from different geographical origins were analyzed by principal component analysis (PCA), cluster analysis (CA) and linear discriminate analysis (LDA) for this purpose. LDA clearly discriminated the geographical origin of common buckwheat samples grown in three regions, and gave a high correct classification rate of 95.8% and satisfactory cross-validation rate of 91.7%. Some variables (Mn, VPP, Se, Gly, Cu, Asp, Fe, and Ala) significantly contributed to the ability to discriminate the geographical origin of the common buckwheat. These results demonstrated that the proposed method is a powerful tool for controlling the geographical origin of common buckwheat by governmental administration and protecting consumers from improper domestic labeling. However, the discriminant method still needs to be further validated using more reliable data. |
format | Online Article Text |
id | pubmed-5574925 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-55749252017-09-01 Determining the geographical origin of common buckwheat from China by multivariate analysis based on mineral elements, amino acids and vitamins Zhang, Qiang Xu, Jian-Guo Sci Rep Article This study aimed to establish a method for distinguishing the geographical origin of common buckwheat from Inner Mongolia, Shanxi and Shaanxi Provinces in China. Three chemical families including mineral elements, vitamins and amino acids of 48 samples from different geographical origins were analyzed by principal component analysis (PCA), cluster analysis (CA) and linear discriminate analysis (LDA) for this purpose. LDA clearly discriminated the geographical origin of common buckwheat samples grown in three regions, and gave a high correct classification rate of 95.8% and satisfactory cross-validation rate of 91.7%. Some variables (Mn, VPP, Se, Gly, Cu, Asp, Fe, and Ala) significantly contributed to the ability to discriminate the geographical origin of the common buckwheat. These results demonstrated that the proposed method is a powerful tool for controlling the geographical origin of common buckwheat by governmental administration and protecting consumers from improper domestic labeling. However, the discriminant method still needs to be further validated using more reliable data. Nature Publishing Group UK 2017-08-29 /pmc/articles/PMC5574925/ /pubmed/28851892 http://dx.doi.org/10.1038/s41598-017-08808-y Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Zhang, Qiang Xu, Jian-Guo Determining the geographical origin of common buckwheat from China by multivariate analysis based on mineral elements, amino acids and vitamins |
title | Determining the geographical origin of common buckwheat from China by multivariate analysis based on mineral elements, amino acids and vitamins |
title_full | Determining the geographical origin of common buckwheat from China by multivariate analysis based on mineral elements, amino acids and vitamins |
title_fullStr | Determining the geographical origin of common buckwheat from China by multivariate analysis based on mineral elements, amino acids and vitamins |
title_full_unstemmed | Determining the geographical origin of common buckwheat from China by multivariate analysis based on mineral elements, amino acids and vitamins |
title_short | Determining the geographical origin of common buckwheat from China by multivariate analysis based on mineral elements, amino acids and vitamins |
title_sort | determining the geographical origin of common buckwheat from china by multivariate analysis based on mineral elements, amino acids and vitamins |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5574925/ https://www.ncbi.nlm.nih.gov/pubmed/28851892 http://dx.doi.org/10.1038/s41598-017-08808-y |
work_keys_str_mv | AT zhangqiang determiningthegeographicaloriginofcommonbuckwheatfromchinabymultivariateanalysisbasedonmineralelementsaminoacidsandvitamins AT xujianguo determiningthegeographicaloriginofcommonbuckwheatfromchinabymultivariateanalysisbasedonmineralelementsaminoacidsandvitamins |