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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2018
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.
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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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