Discrimination of Two Cultivars of <i>Alpinia Officinarum</i> Hance Using an Electronic Nose and Gas Chromatography-Mass Spectrometry Coupled with Chemometrics
<i>Background</i>: <i>Alpinia officinarum</i> Hance is both an herbal medicine and a condiment, and generally has different cultivars such as Zhutou galangal and Fengwo galangal. The appearance of these <i>A. officinarum</i> cultivars is similar, but their chemica...
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doaj-5f85af400b734f73bac53a98a542587e2020-11-24T23:56:42ZengMDPI AGSensors1424-82202019-01-0119357210.3390/s19030572s19030572Discrimination of Two Cultivars of <i>Alpinia Officinarum</i> Hance Using an Electronic Nose and Gas Chromatography-Mass Spectrometry Coupled with ChemometricsQin Long0Zhong Li1Bin Han2Hamid Gholam Hosseini3Huaying Zhou4Shumei Wang5Dehan Luo6College of Traditional Chinese Medicine, Guangdong Pharmaceutical University, Guangzhou 510006, ChinaCollege of Traditional Chinese Medicine, Guangdong Pharmaceutical University, Guangzhou 510006, ChinaCollege of Traditional Chinese Medicine, Guangdong Pharmaceutical University, Guangzhou 510006, ChinaSchool of Engineering, Computer and Mathematical Sciences, Auckland University of Technology, Private Bag 92006, Auckland 1142, New ZealandCollege of Medical Information Engineering, Guangdong Pharmaceutical University, Guangzhou 510006, ChinaCollege of Traditional Chinese Medicine, Guangdong Pharmaceutical University, Guangzhou 510006, ChinaSchool of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China<i>Background</i>: <i>Alpinia officinarum</i> Hance is both an herbal medicine and a condiment, and generally has different cultivars such as Zhutou galangal and Fengwo galangal. The appearance of these <i>A. officinarum</i> cultivars is similar, but their chemical composition and quality are different. It is therefore important to discriminate between different <i>A. officinarum</i> plants to ensure the consistency of the efficacy of the medicine. Therefore, we used an electronic nose (E-nose) to explore the differences in odor information between the two cultivars for fast and robust discrimination. <i>Methods</i>: Odor and volatile components of all <i>A. officinarum</i> samples were detected by the E-nose and gas chromatography-mass spectrometry (GC-MS), respectively. The E-nose sensors and GC-MS data were analyzed respectively by principal component analysis (PCA), the correlation between E-nose sensors and GC-MS data were analyzed by partial least squares (PLS). <i>Results</i>: It was found that Zhutou galangal and Fengwo galangal can be discriminated by combining the E-nose with PCA, and the E-nose sensors S2, S6, S7, S9 were important sensors for distinguishing different cultivars of <i>A. officinarum</i>. A total of 56 volatile components of <i>A. officinarum</i> were identified by the GC-MS analysis, and the composition and content of the volatile components from the two different <i>A. officinarum</i> cultivars were different, in particular the relative contents of 1,8-cineole and α-farnesene. The classification result by PCA analysis based on GC-MS data was consistent with the E-nose results. The PLS analysis demonstrated that the volatile terpene, alcohol and ester components primarily interacted with the sensors S2 and S7, indicating that particular E-nose sensors were highly correlated with some aroma constituents. <i>Conclusions</i>: Combined with advanced chemometrics, the E-nose detection technology can discriminate two cultivars of <i>A. officinarum</i>, with GC-MS providing support to determine the material basis of the E-nose sensors’ response.https://www.mdpi.com/1424-8220/19/3/572<i>A. officinarum</i>Zhutou galangalFengwo galangalsensorsE-noseGC-MSPCAPLS |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Qin Long Zhong Li Bin Han Hamid Gholam Hosseini Huaying Zhou Shumei Wang Dehan Luo |
spellingShingle |
Qin Long Zhong Li Bin Han Hamid Gholam Hosseini Huaying Zhou Shumei Wang Dehan Luo Discrimination of Two Cultivars of <i>Alpinia Officinarum</i> Hance Using an Electronic Nose and Gas Chromatography-Mass Spectrometry Coupled with Chemometrics Sensors <i>A. officinarum</i> Zhutou galangal Fengwo galangal sensors E-nose GC-MS PCA PLS |
author_facet |
Qin Long Zhong Li Bin Han Hamid Gholam Hosseini Huaying Zhou Shumei Wang Dehan Luo |
author_sort |
Qin Long |
title |
Discrimination of Two Cultivars of <i>Alpinia Officinarum</i> Hance Using an Electronic Nose and Gas Chromatography-Mass Spectrometry Coupled with Chemometrics |
title_short |
Discrimination of Two Cultivars of <i>Alpinia Officinarum</i> Hance Using an Electronic Nose and Gas Chromatography-Mass Spectrometry Coupled with Chemometrics |
title_full |
Discrimination of Two Cultivars of <i>Alpinia Officinarum</i> Hance Using an Electronic Nose and Gas Chromatography-Mass Spectrometry Coupled with Chemometrics |
title_fullStr |
Discrimination of Two Cultivars of <i>Alpinia Officinarum</i> Hance Using an Electronic Nose and Gas Chromatography-Mass Spectrometry Coupled with Chemometrics |
title_full_unstemmed |
Discrimination of Two Cultivars of <i>Alpinia Officinarum</i> Hance Using an Electronic Nose and Gas Chromatography-Mass Spectrometry Coupled with Chemometrics |
title_sort |
discrimination of two cultivars of <i>alpinia officinarum</i> hance using an electronic nose and gas chromatography-mass spectrometry coupled with chemometrics |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2019-01-01 |
description |
<i>Background</i>: <i>Alpinia officinarum</i> Hance is both an herbal medicine and a condiment, and generally has different cultivars such as Zhutou galangal and Fengwo galangal. The appearance of these <i>A. officinarum</i> cultivars is similar, but their chemical composition and quality are different. It is therefore important to discriminate between different <i>A. officinarum</i> plants to ensure the consistency of the efficacy of the medicine. Therefore, we used an electronic nose (E-nose) to explore the differences in odor information between the two cultivars for fast and robust discrimination. <i>Methods</i>: Odor and volatile components of all <i>A. officinarum</i> samples were detected by the E-nose and gas chromatography-mass spectrometry (GC-MS), respectively. The E-nose sensors and GC-MS data were analyzed respectively by principal component analysis (PCA), the correlation between E-nose sensors and GC-MS data were analyzed by partial least squares (PLS). <i>Results</i>: It was found that Zhutou galangal and Fengwo galangal can be discriminated by combining the E-nose with PCA, and the E-nose sensors S2, S6, S7, S9 were important sensors for distinguishing different cultivars of <i>A. officinarum</i>. A total of 56 volatile components of <i>A. officinarum</i> were identified by the GC-MS analysis, and the composition and content of the volatile components from the two different <i>A. officinarum</i> cultivars were different, in particular the relative contents of 1,8-cineole and α-farnesene. The classification result by PCA analysis based on GC-MS data was consistent with the E-nose results. The PLS analysis demonstrated that the volatile terpene, alcohol and ester components primarily interacted with the sensors S2 and S7, indicating that particular E-nose sensors were highly correlated with some aroma constituents. <i>Conclusions</i>: Combined with advanced chemometrics, the E-nose detection technology can discriminate two cultivars of <i>A. officinarum</i>, with GC-MS providing support to determine the material basis of the E-nose sensors’ response. |
topic |
<i>A. officinarum</i> Zhutou galangal Fengwo galangal sensors E-nose GC-MS PCA PLS |
url |
https://www.mdpi.com/1424-8220/19/3/572 |
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