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Determination of Total Flavonoids Contents and Antioxidant Activity of Ginkgo biloba Leaf by Near-Infrared Reflectance Method
BACKGROUND: Total flavonoids content (TFC) is one of the most important quality indexes of Ginkgo biloba leaf, and it is concerned with total antioxidant activity. Near-infrared spectroscopy (NIR) method has showed its advantages in fast, accurate, qualitative, and quantitative analysis of various c...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6093052/ https://www.ncbi.nlm.nih.gov/pubmed/30154851 http://dx.doi.org/10.1155/2018/8195784 |
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author | Zhao, Ling-jia Liu, Wei Xiong, Su-hui Tang, Jie Lou, Zhao-huan Xie, Ming-xia Xia, Bo-hou Lin, Li-mei Liao, Duan-fang |
author_facet | Zhao, Ling-jia Liu, Wei Xiong, Su-hui Tang, Jie Lou, Zhao-huan Xie, Ming-xia Xia, Bo-hou Lin, Li-mei Liao, Duan-fang |
author_sort | Zhao, Ling-jia |
collection | PubMed |
description | BACKGROUND: Total flavonoids content (TFC) is one of the most important quality indexes of Ginkgo biloba leaf, and it is concerned with total antioxidant activity. Near-infrared spectroscopy (NIR) method has showed its advantages in fast, accurate, qualitative, and quantitative analysis of various components in many quality control researches. In this study, a calibration model was built by partial least squares regression (PLSR) coupling with NIR spectrum to quantitatively analyze the TFC and total antioxidant activity of Ginkgo biloba leaf. RESULTS: During the model establishing, some spectrum pretreatment and outlier diagnosis methods were optimized to establish the final model. The coefficients of determination (R(2)) for TFC and total antioxidant activity prediction were 0.8863 and 0.8486, respectively; and the root mean square errors of prediction (RMSEP) were 2.203 mg/g and 0.2211 mM/g, respectively. CONCLUSION: These results showed that NIR method combined with chemometrics is suitable for quantitative analysis of main components and their activities and might be applied to quality control of relevant products. |
format | Online Article Text |
id | pubmed-6093052 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-60930522018-08-28 Determination of Total Flavonoids Contents and Antioxidant Activity of Ginkgo biloba Leaf by Near-Infrared Reflectance Method Zhao, Ling-jia Liu, Wei Xiong, Su-hui Tang, Jie Lou, Zhao-huan Xie, Ming-xia Xia, Bo-hou Lin, Li-mei Liao, Duan-fang Int J Anal Chem Research Article BACKGROUND: Total flavonoids content (TFC) is one of the most important quality indexes of Ginkgo biloba leaf, and it is concerned with total antioxidant activity. Near-infrared spectroscopy (NIR) method has showed its advantages in fast, accurate, qualitative, and quantitative analysis of various components in many quality control researches. In this study, a calibration model was built by partial least squares regression (PLSR) coupling with NIR spectrum to quantitatively analyze the TFC and total antioxidant activity of Ginkgo biloba leaf. RESULTS: During the model establishing, some spectrum pretreatment and outlier diagnosis methods were optimized to establish the final model. The coefficients of determination (R(2)) for TFC and total antioxidant activity prediction were 0.8863 and 0.8486, respectively; and the root mean square errors of prediction (RMSEP) were 2.203 mg/g and 0.2211 mM/g, respectively. CONCLUSION: These results showed that NIR method combined with chemometrics is suitable for quantitative analysis of main components and their activities and might be applied to quality control of relevant products. Hindawi 2018-08-01 /pmc/articles/PMC6093052/ /pubmed/30154851 http://dx.doi.org/10.1155/2018/8195784 Text en Copyright © 2018 Ling-jia Zhao et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Zhao, Ling-jia Liu, Wei Xiong, Su-hui Tang, Jie Lou, Zhao-huan Xie, Ming-xia Xia, Bo-hou Lin, Li-mei Liao, Duan-fang Determination of Total Flavonoids Contents and Antioxidant Activity of Ginkgo biloba Leaf by Near-Infrared Reflectance Method |
title | Determination of Total Flavonoids Contents and Antioxidant Activity of Ginkgo biloba Leaf by Near-Infrared Reflectance Method |
title_full | Determination of Total Flavonoids Contents and Antioxidant Activity of Ginkgo biloba Leaf by Near-Infrared Reflectance Method |
title_fullStr | Determination of Total Flavonoids Contents and Antioxidant Activity of Ginkgo biloba Leaf by Near-Infrared Reflectance Method |
title_full_unstemmed | Determination of Total Flavonoids Contents and Antioxidant Activity of Ginkgo biloba Leaf by Near-Infrared Reflectance Method |
title_short | Determination of Total Flavonoids Contents and Antioxidant Activity of Ginkgo biloba Leaf by Near-Infrared Reflectance Method |
title_sort | determination of total flavonoids contents and antioxidant activity of ginkgo biloba leaf by near-infrared reflectance method |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6093052/ https://www.ncbi.nlm.nih.gov/pubmed/30154851 http://dx.doi.org/10.1155/2018/8195784 |
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