Literature DB >> 15326551

Classification and correlation of St. John's wort extracts by nuclear magnetic resonance spectroscopy, multivariate data analysis and pharmacological activity.

Gudrun Roos1, Christoph Röseler, Karin Berger Büter, Urs Simmen.   

Abstract

The use of proton NMR spectroscopy allows the analysis of complex multi-component mixtures such as plant extracts by simultaneous quantification of all proton-bearing compounds and consequently all relevant substance classes. Since the spectra obtained are too complicated to be analysed visually, the classification of spectra was carried out using multivariate statistical methods. The spectroscopic data of various extracts of St. John's wort (Hypericum perforatum) samples derived from 4 different accessions extracted with 6 distinct solvents were chemometrically evaluated and calibrated using the partial least square (PLS) algorithm. In a first approach, we found a consistent correlation for the spectroscopic pattern of the extracts and the corresponding IC (50) values derived from non-selective binding to opioid receptors. Consequently, the multivariate data analysis was used to predict the pharmacological efficacy of further St. John's wort extracts on the basis of their proton NMR spectra. In a second approach a PLS 2 model was used to predict the biological activity for eight St. John's wort extracts based on two pharmacological data sets: (i) non-selective binding to opioid receptors and (ii) antagonist effect at corticotrophin-releasing factor type 1 (CRF (1)) receptors. The PLS 2 model confirmed the useful application of the presented approach to assess the quality of medicinal herbs and extracts by spectroscopic analysis derived from bioactivity-related quality parameters.

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Year:  2004        PMID: 15326551     DOI: 10.1055/s-2004-827210

Source DB:  PubMed          Journal:  Planta Med        ISSN: 0032-0943            Impact factor:   3.352


  9 in total

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Journal:  Molecules       Date:  2009-02-11       Impact factor: 4.411

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Authors:  S H Shahruzaman; M F Mustafa; S Ramli; S Maniam; S Fakurazi; S Maniam
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Authors:  Katerina Makarova; Joanna J Sajkowska-Kozielewicz; Katarzyna Zawada; Ewa Olchowik-Grabarek; Michał Aleksander Ciach; Krzysztof Gogolewski; Natalia Dobros; Paulina Ciechowicz; Hélène Freichels; Anna Gambin
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Review 8.  You Are What You Eat: Application of Metabolomics Approaches to Advance Nutrition Research.

Authors:  Abdul-Hamid M Emwas; Nahla Al-Rifai; Kacper Szczepski; Shuruq Alsuhaymi; Saleh Rayyan; Hanan Almahasheer; Mariusz Jaremko; Lorraine Brennan; Joanna Izabela Lachowicz
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Authors:  Kashif Ali; Muzamal Iqbal; Henrie A A J Korthout; Federica Maltese; Ana Margarida Fortes; Maria Salomé Pais; Robert Verpoorte; Young Hae Choi
Journal:  Metabolomics       Date:  2012-02-17       Impact factor: 4.290

  9 in total

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