Literature DB >> 26582079

Application of NIR and MIR spectroscopy for rapid determination of antioxidant activity of Radix Scutellariae from different geographical regions.

Hua Li1,2, Jingxia He1,3, Fajie Li2, Zhijie Zhang1, Raorao Li1, Jianchun Su1,3, Jidan Zhang1, Bin Yang1,2.   

Abstract

INTRODUCTION: The beneficial health effects of traditional Chinese medicines are often attributed to their potent antioxidant activities, usually established in vitro. However, these wet chemical methods for determining antioxidant activities are time-consuming, laborious, and expensive.
OBJECTIVES: This study was conducted to establish a rapid determination of antioxidant activity of Radix Scutellariae using near-infrared (NIR) and mid-infrared (MIR) spectroscopy.
MATERIAL AND METHODS: Antioxidant capabilities were evaluated using 2,2-diphenyl-1-picrylhydrazyl hydrazyl (DPPH) and oxygen radical absorbance capacity (ORAC) assays. The total flavonoid contents (TFCs) of Radix Scutellariae were measured by the aluminium chloride colorimetric method. The same sample was then scanned using NIR and MIR spectroscopy. Chemometrics analysis using partial least-squares (PLS) regression was performed to establish the models for predicting the antioxidant activities of Radix Scutellariae.
RESULTS: A better predictive performance was achieved using PLS models based on NIR data. The determination coefficient (R(2)) and the residual predictive deviation (RPD) for the validation set were 0.9298 and 2.84 for DPPH, and 0.9436 and 2.66 for TFCs, respectively. MIR-PLS algorithms gave a slightly lower reliability (R(2) = 0.9090 and 0.9374, RPD = 2.01 and 2.42, for DPPH and TFC, respectively). Very comparable results for ORAC were obtained with the two methods.
CONCLUSION: The developed spectroscopic method can be successfully applied in high-throughput screening of the antioxidant capability of Radix Scutellariae samples. It can also be a viable and advantageous alternative to laborious chemical procedures.
Copyright © 2015 John Wiley & Sons, Ltd.

Entities:  

Keywords:  Radix Scutellariae; antioxidant capacity; chemometrics; mid-infrared; near-infrared

Mesh:

Substances:

Year:  2015        PMID: 26582079     DOI: 10.1002/pca.2602

Source DB:  PubMed          Journal:  Phytochem Anal        ISSN: 0958-0344            Impact factor:   3.373


  5 in total

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Authors:  Silvio D Rodríguez; M P López-Fernández; S Maldonado; M P Buera
Journal:  J Food Sci Technol       Date:  2019-07-23       Impact factor: 2.701

2.  Quantitative Comparison and Chemical Profile of Different Botanical Parts of Panax notoginseng From Different Regions.

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3.  Investigating chemical features of Panax notoginseng based on integrating HPLC fingerprinting and determination of multiconstituents by single reference standard.

Authors:  Zhenzhong Yang; Jieqiang Zhu; Han Zhang; Xiaohui Fan
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4.  Discrimination of Gastrodia elata from Different Geographical Origin for Quality Evaluation Using Newly-Build Near Infrared Spectrum Coupled with Multivariate Analysis.

Authors:  Yamin Zuo; Xuehua Deng; Qing Wu
Journal:  Molecules       Date:  2018-05-04       Impact factor: 4.411

5.  Simultaneous Recognition of Species, Quality Grades, and Multivariate Calibration of Antioxidant Activities for 12 Famous Green Teas Using Mid- and Near-Infrared Spectroscopy Coupled with Chemometrics.

Authors:  Haiyan Fu; Ou Hu; Lu Xu; Yao Fan; Qiong Shi; Xiaoming Guo; Wei Lan; Tianming Yang; Shunping Xie; Yuanbin She
Journal:  J Anal Methods Chem       Date:  2019-01-02       Impact factor: 2.193

  5 in total

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