Literature DB >> 23777642

Differentiation of Pueraria lobata and Pueraria thomsonii using partial least square discriminant analysis (PLS-DA).

Ka H Wong1, Valentina Razmovski-Naumovski, Kong M Li, George Q Li, Kelvin Chan.   

Abstract

The aims of the study were to differentiate Pueraria lobata from its related species Pueraria thomsonii and to examine the raw herbal material used in manufacturing kudzu root granules using partial least square discriminant analysis (PLS-DA). Sixty-four raw materials of P. lobata and P. thomsonii and kudzu root-labelled granules were analysed by ultra performance liquid chromatography. To differentiate P. lobata from P. thomsonii, PLS-DA models using the variables selected from the entire chromatograms, genetic algorithm (GA), successive projection algorithm (SPA), puerarin alone and six selected peaks were employed. The models constructed by GA and SPA demonstrated superior classification ability and lower model's complexity as compared to the model based on the entire chromatographic matrix, whilst the model constructed by the six selected peaks was comparable to the entire chromatographic model. The model established by puerarin alone showed inferior classification ability. In addition, the PLS-DA models constructed by the entire chromatographic matrix, GA, SPA and the six selected peaks showed that four brands out of seventeen granules were mislabelled as P. lobata. In conclusion, PLS-DA is a promising procedure for differentiating Pueraria species and determining raw material used in commercial products.
Copyright © 2013 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Kudzu root; Multivariate analysis; Partial least square discriminant analysis; Pueraria lobata; Pueraria thomsonii; Ultra performance liquid chromatography

Mesh:

Substances:

Year:  2013        PMID: 23777642     DOI: 10.1016/j.jpba.2013.05.040

Source DB:  PubMed          Journal:  J Pharm Biomed Anal        ISSN: 0731-7085            Impact factor:   3.935


  9 in total

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Journal:  Chin Med       Date:  2015-06-06       Impact factor: 5.455

2.  Ginkgotides: Proline-Rich Hevein-Like Peptides from Gymnosperm Ginkgo biloba.

Authors:  Ka H Wong; Wei Liang Tan; Aida Serra; Tianshu Xiao; Siu Kwan Sze; Daiwen Yang; James P Tam
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3.  A Comprehensive and Comparative Study of Wolfiporia extensa Cultivation Regions by Fourier Transform Infrared Spectroscopy and Ultra-Fast Liquid Chromatography.

Authors:  Yan Li; Ji Zhang; Tao Li; Honggao Liu; Yuanzhong Wang
Journal:  PLoS One       Date:  2016-12-30       Impact factor: 3.240

4.  Vaccatides: Antifungal Glutamine-Rich Hevein-Like Peptides from Vaccaria hispanica.

Authors:  Ka H Wong; Wei Liang Tan; Shruthi G Kini; Tianshu Xiao; Aida Serra; Sui Kwan Sze; James P Tam
Journal:  Front Plant Sci       Date:  2017-06-21       Impact factor: 5.753

5.  Morintides: cargo-free chitin-binding peptides from Moringa oleifera.

Authors:  Shruthi G Kini; Ka H Wong; Wei Liang Tan; Tianshu Xiao; James P Tam
Journal:  BMC Plant Biol       Date:  2017-03-31       Impact factor: 4.215

6.  Cysteine-Rich Peptide Fingerprinting as a General Method for Herbal Analysis to Differentiate Radix Astragali and Radix Hedysarum.

Authors:  Jiayi Huang; Ka H Wong; Stephanie V Tay; Adrian How; James P Tam
Journal:  Front Plant Sci       Date:  2019-07-31       Impact factor: 5.753

7.  Identification and Characterization of Key Chemical Constituents in Processed Gastrodia elata Using UHPLC-MS/MS and Chemometric Methods.

Authors:  Xide Ye; Yanhong Wang; Jianping Zhao; Mei Wang; Bharathi Avula; Qiaozhen Peng; Hui Ouyang; Zhong Lingyun; Jinlian Zhang; Ikhlas A Khan
Journal:  J Anal Methods Chem       Date:  2019-10-23       Impact factor: 2.193

8.  Verification of Chromatographic Profile of Primary Essential Oil of Pinus sylvestris L. Combined with Chemometric Analysis.

Authors:  Martina Allenspach; Claudia Valder; Daniela Flamm; Francesca Grisoni; Christian Steuer
Journal:  Molecules       Date:  2020-06-28       Impact factor: 4.411

9.  Rapid Discrimination for Traditional Complex Herbal Medicines from Different Parts, Collection Time, and Origins Using High-Performance Liquid Chromatography and Near-Infrared Spectral Fingerprints with Aid of Pattern Recognition Methods.

Authors:  Haiyan Fu; Yao Fan; Xu Zhang; Hanyue Lan; Tianming Yang; Mei Shao; Sihan Li
Journal:  J Anal Methods Chem       Date:  2015-08-09       Impact factor: 2.193

  9 in total

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