Evaluation of Four Different Analytical Tools to Determine the Regional Origin of Gastrodia elata and Rehmannia glutinosa on the Basis of Metabolomics Study
Chemical profiles of medicinal plants could be dissimilar depending on the cultivation environments, which may influence their therapeutic efficacy. Accordingly, the regional origin of the medicinal plants should be authenticated for correct evaluation of their medicinal and market values. Metabolom...
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doaj-4a408024fbc04538b1ba0189ed7c76062020-11-25T00:10:18ZengMDPI AGMolecules1420-30492014-05-011956294630810.3390/molecules19056294molecules19056294Evaluation of Four Different Analytical Tools to Determine the Regional Origin of Gastrodia elata and Rehmannia glutinosa on the Basis of Metabolomics StudyDong-Kyu Lee0Dong Kyu Lim1Jung A. Um2Chang Ju Lim3Ji Yeon Hong4Young A Yoon5Yeonsuk Ryu6Hyo Jin Kim7Hi Jae Cho8Jeong Hill Park9Young Bae Seo10Kyunga Kim11Johan Lim12Sung Won Kwon13Jeongmi Lee14College of Pharmacy, Seoul National University, Seoul 151-742, KoreaCollege of Pharmacy, Seoul National University, Seoul 151-742, KoreaCollege of Pharmacy, Seoul National University, Seoul 151-742, KoreaCollege of Pharmacy, Seoul National University, Seoul 151-742, KoreaCollege of Pharmacy, Seoul National University, Seoul 151-742, KoreaSchool of Pharmacy, Sungkyunkwan University, Suwon 440-746, KoreaSchool of Pharmacy, Sungkyunkwan University, Suwon 440-746, KoreaCollege of Pharmacy, Dongduk Women's University, Seoul 136-714, KoreaKorea Promotion Institute for Traditional Medicine Industry, Gyeongsan 712-260, KoreaCollege of Pharmacy, Seoul National University, Seoul 151-742, KoreaDepartment of Herbology, College of Oriental Medicine, Daejeon University, Daejeon 300-716, KoreaDepartment of Statistics, Sookmyung Women's University, Seoul 140-742, KoreaDepartment of Statistics, Seoul National University, Seoul 151-742, KoreaCollege of Pharmacy, Seoul National University, Seoul 151-742, KoreaSchool of Pharmacy, Sungkyunkwan University, Suwon 440-746, KoreaChemical profiles of medicinal plants could be dissimilar depending on the cultivation environments, which may influence their therapeutic efficacy. Accordingly, the regional origin of the medicinal plants should be authenticated for correct evaluation of their medicinal and market values. Metabolomics has been found very useful for discriminating the origin of many plants. Choosing the adequate analytical tool can be an essential procedure because different chemical profiles with different detection ranges will be produced according to the choice. In this study, four analytical tools, Fourier transform near‑infrared spectroscopy (FT-NIR), 1H-nuclear magnetic resonance spectroscopy (1H‑NMR), liquid chromatography-mass spectrometry (LC-MS), and gas chromatography-mass spectroscopy (GC-MS) were applied in parallel to the same samples of two popular medicinal plants (Gastrodia elata and Rehmannia glutinosa) cultivated either in Korea or China. The classification abilities of four discriminant models for each plant were evaluated based on the misclassification rate and Q2 obtained from principal component analysis (PCA) and orthogonal projection to latent structures-discriminant analysis (OPLS‑DA), respectively. 1H-NMR and LC-MS, which were the best techniques for G. elata and R. glutinosa, respectively, were generally preferable for origin discrimination over the others. Reasoned by integrating all the results, 1H-NMR is the most prominent technique for discriminating the origins of two plants. Nonetheless, this study suggests that preliminary screening is essential to determine the most suitable analytical tool and statistical method, which will ensure the dependability of metabolomics-based discrimination.http://www.mdpi.com/1420-3049/19/5/6294traditional medicineGastrodia elataRehmannia glutinosaplant metabolomicsorigin discriminationmultivariate statistical analysis |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Dong-Kyu Lee Dong Kyu Lim Jung A. Um Chang Ju Lim Ji Yeon Hong Young A Yoon Yeonsuk Ryu Hyo Jin Kim Hi Jae Cho Jeong Hill Park Young Bae Seo Kyunga Kim Johan Lim Sung Won Kwon Jeongmi Lee |
spellingShingle |
Dong-Kyu Lee Dong Kyu Lim Jung A. Um Chang Ju Lim Ji Yeon Hong Young A Yoon Yeonsuk Ryu Hyo Jin Kim Hi Jae Cho Jeong Hill Park Young Bae Seo Kyunga Kim Johan Lim Sung Won Kwon Jeongmi Lee Evaluation of Four Different Analytical Tools to Determine the Regional Origin of Gastrodia elata and Rehmannia glutinosa on the Basis of Metabolomics Study Molecules traditional medicine Gastrodia elata Rehmannia glutinosa plant metabolomics origin discrimination multivariate statistical analysis |
author_facet |
Dong-Kyu Lee Dong Kyu Lim Jung A. Um Chang Ju Lim Ji Yeon Hong Young A Yoon Yeonsuk Ryu Hyo Jin Kim Hi Jae Cho Jeong Hill Park Young Bae Seo Kyunga Kim Johan Lim Sung Won Kwon Jeongmi Lee |
author_sort |
Dong-Kyu Lee |
title |
Evaluation of Four Different Analytical Tools to Determine the Regional Origin of Gastrodia elata and Rehmannia glutinosa on the Basis of Metabolomics Study |
title_short |
Evaluation of Four Different Analytical Tools to Determine the Regional Origin of Gastrodia elata and Rehmannia glutinosa on the Basis of Metabolomics Study |
title_full |
Evaluation of Four Different Analytical Tools to Determine the Regional Origin of Gastrodia elata and Rehmannia glutinosa on the Basis of Metabolomics Study |
title_fullStr |
Evaluation of Four Different Analytical Tools to Determine the Regional Origin of Gastrodia elata and Rehmannia glutinosa on the Basis of Metabolomics Study |
title_full_unstemmed |
Evaluation of Four Different Analytical Tools to Determine the Regional Origin of Gastrodia elata and Rehmannia glutinosa on the Basis of Metabolomics Study |
title_sort |
evaluation of four different analytical tools to determine the regional origin of gastrodia elata and rehmannia glutinosa on the basis of metabolomics study |
publisher |
MDPI AG |
series |
Molecules |
issn |
1420-3049 |
publishDate |
2014-05-01 |
description |
Chemical profiles of medicinal plants could be dissimilar depending on the cultivation environments, which may influence their therapeutic efficacy. Accordingly, the regional origin of the medicinal plants should be authenticated for correct evaluation of their medicinal and market values. Metabolomics has been found very useful for discriminating the origin of many plants. Choosing the adequate analytical tool can be an essential procedure because different chemical profiles with different detection ranges will be produced according to the choice. In this study, four analytical tools, Fourier transform near‑infrared spectroscopy (FT-NIR), 1H-nuclear magnetic resonance spectroscopy (1H‑NMR), liquid chromatography-mass spectrometry (LC-MS), and gas chromatography-mass spectroscopy (GC-MS) were applied in parallel to the same samples of two popular medicinal plants (Gastrodia elata and Rehmannia glutinosa) cultivated either in Korea or China. The classification abilities of four discriminant models for each plant were evaluated based on the misclassification rate and Q2 obtained from principal component analysis (PCA) and orthogonal projection to latent structures-discriminant analysis (OPLS‑DA), respectively. 1H-NMR and LC-MS, which were the best techniques for G. elata and R. glutinosa, respectively, were generally preferable for origin discrimination over the others. Reasoned by integrating all the results, 1H-NMR is the most prominent technique for discriminating the origins of two plants. Nonetheless, this study suggests that preliminary screening is essential to determine the most suitable analytical tool and statistical method, which will ensure the dependability of metabolomics-based discrimination. |
topic |
traditional medicine Gastrodia elata Rehmannia glutinosa plant metabolomics origin discrimination multivariate statistical analysis |
url |
http://www.mdpi.com/1420-3049/19/5/6294 |
work_keys_str_mv |
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