Metabolomic approach for age discrimination of Panax ginseng using UPLC-Q-Tof MS

Dongho Lee, Nahyun Kim, Kemok Kim, Byeong Yeob Choi, Donghyuk Lee, Yoo Soo Shin, Kyong Hwan Bang, Seon Woo Cha, Jae Won Lee, Hyung Kyoon Choi, Dae Sik Jang

Research output: Contribution to journalArticle

65 Citations (Scopus)

Abstract

An ultraperformance liquid chromatography-quadrupole time-of-flight mass spectrometry (UPLC-Q-Tof MS)-based metabolomic technique was applied for metabolite profiling of 60 Panax ginseng samples aged from 1 to 6 years. Multivariate statistical methods such as principal component analysis and hierarchical clustering analysis were used to compare the derived patterns among the samples. The data set was subsequently applied to various metabolite selection methods for sophisticated classification with the optimal number of metabolites. The results showed variations in accuracy among the classification methods for the samples of different ages, especially for those aged 4, 5, and 6 years. This proposed analytical method coupled with multivariate analysis is fast, accurate, and reliable for discriminating the cultivation ages of P. ginseng samples and is a potential tool to standardize quality control in the P. ginseng industry.

Original languageEnglish
Pages (from-to)10435-10441
Number of pages7
JournalJournal of Agricultural and Food Chemistry
Volume59
Issue number19
DOIs
Publication statusPublished - 2011 Oct 12

Fingerprint

Ageism
Panax ginseng
Panax
Metabolomics
metabolomics
Metabolites
metabolites
Liquid chromatography
sampling
Principal component analysis
Quality control
Mass spectrometry
Statistical methods
selection methods
Principal Component Analysis
Liquid Chromatography
Quality Control
liquid chromatography
multivariate analysis
quality control

Keywords

  • age discrimination
  • metabolomics
  • multivariate analysis
  • Panax ginseng
  • UPLC-Q-Tof MS

ASJC Scopus subject areas

  • Agricultural and Biological Sciences(all)
  • Chemistry(all)

Cite this

Metabolomic approach for age discrimination of Panax ginseng using UPLC-Q-Tof MS. / Lee, Dongho; Kim, Nahyun; Kim, Kemok; Choi, Byeong Yeob; Lee, Donghyuk; Shin, Yoo Soo; Bang, Kyong Hwan; Cha, Seon Woo; Lee, Jae Won; Choi, Hyung Kyoon; Jang, Dae Sik.

In: Journal of Agricultural and Food Chemistry, Vol. 59, No. 19, 12.10.2011, p. 10435-10441.

Research output: Contribution to journalArticle

Lee, D, Kim, N, Kim, K, Choi, BY, Lee, D, Shin, YS, Bang, KH, Cha, SW, Lee, JW, Choi, HK & Jang, DS 2011, 'Metabolomic approach for age discrimination of Panax ginseng using UPLC-Q-Tof MS', Journal of Agricultural and Food Chemistry, vol. 59, no. 19, pp. 10435-10441. https://doi.org/10.1021/jf201718r
Lee, Dongho ; Kim, Nahyun ; Kim, Kemok ; Choi, Byeong Yeob ; Lee, Donghyuk ; Shin, Yoo Soo ; Bang, Kyong Hwan ; Cha, Seon Woo ; Lee, Jae Won ; Choi, Hyung Kyoon ; Jang, Dae Sik. / Metabolomic approach for age discrimination of Panax ginseng using UPLC-Q-Tof MS. In: Journal of Agricultural and Food Chemistry. 2011 ; Vol. 59, No. 19. pp. 10435-10441.
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