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Tracing the Geographical Origins of Dendrobe (Dendrobium spp.) by Near-Infrared Spectroscopy Sensor Combined with Porphyrin and Chemometrics

Authors :
Chaogeng Lv
Yali He
Chuanzhi Kang
Li Zhou
Tielin Wang
Jian Yang
Lanping Guo
Source :
Journal of Analytical Methods in Chemistry, Vol 2020 (2020)
Publication Year :
2020
Publisher :
Wiley, 2020.

Abstract

Dendrobe (Dendrobium spp.) is a traditional medicinal and edible food, which is rich in nutrients and contains biologically active metabolites. The quality and price of dendrobe are related to its geographical origins, and high quality dendrobe is often imitated by low quality dendrobe in the market. In this work, near-infrared (NIR) spectroscopy sensor combined with porphyrin and chemometrics was used to distinguish 360 dendrobe samples from twelve different geographical origins. Partial least squares discriminant analysis (PLSDA) was used to study the sensing performance of traditional NIR and tera-(4-methoxyphenyl)-porphyrin (TMPP)-NIR on the identification of dendrobe origin. In the PLSDA model, the recognition rate of the training and prediction set of the TMPP-NIR could reach 100%, which was higher than the 91.85% and 91.34% of traditional NIR. And the accuracy, sensitivity, and specificity of the TMPP-NIR sensor are all 1.00. The mechanism of TMPP improving the specificity of NIR spectroscopy should be related to the π-π conjugated system and the methoxy groups of TMPP interact with the chemical components of dendrobe. This study reflected that NIR spectrum with TMPP sensor was an effective approach for identifying the geographic origin of dendrobe.

Subjects

Subjects :
Analytical chemistry
QD71-142

Details

Language :
English
ISSN :
20908865 and 20908873
Volume :
2020
Database :
Directory of Open Access Journals
Journal :
Journal of Analytical Methods in Chemistry
Publication Type :
Academic Journal
Accession number :
edsdoj.011e634c82404fab8e1f54c5c0fc1bc2
Document Type :
article
Full Text :
https://doi.org/10.1155/2020/8879957