Literature DB >> 24444953

An integrated approach utilising chemometrics and GC/MS for classification of chamomile flowers, essential oils and commercial products.

Mei Wang1, Bharathi Avula1, Yan-Hong Wang1, Jianping Zhao1, Cristina Avonto1, Jon F Parcher1, Vijayasankar Raman1, Jerry A Zweigenbaum2, Philip L Wylie2, Ikhlas A Khan3.   

Abstract

As part of an ongoing research program on authentication, safety and biological evaluation of phytochemicals and dietary supplements, an in-depth chemical investigation of different types of chamomile was performed. A collection of chamomile samples including authenticated plants, commercial products and essential oils was analysed by GC/MS. Twenty-seven authenticated plant samples representing three types of chamomile, viz. German chamomile, Roman chamomile and Juhua were analysed. This set of data was employed to construct a sample class prediction (SCP) model based on stepwise reduction of data dimensionality followed by principle component analysis (PCA) and partial least squares discriminant analysis (PLS-DA). The model was cross-validated with samples including authenticated plants and commercial products. The model demonstrated 100.0% accuracy for both recognition and prediction abilities. In addition, 35 commercial products and 11 essential oils purported to contain chamomile were subsequently predicted by the validated PLS-DA model. Furthermore, tentative identification of the marker compounds correlated with different types of chamomile was explored.
Copyright © 2013 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Chamaemelum nobile; Chemometric analysis; Chrysanthemum morifolium; Matricaria chamomilla; Sample class prediction model

Mesh:

Substances:

Year:  2013        PMID: 24444953     DOI: 10.1016/j.foodchem.2013.11.118

Source DB:  PubMed          Journal:  Food Chem        ISSN: 0308-8146            Impact factor:   7.514


  6 in total

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  6 in total

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