Integrated metabolomics signature for assessing the longevity of Panax ginseng seeds

J Sci Food Agric. 2019 Oct;99(13):6089-6096. doi: 10.1002/jsfa.9887. Epub 2019 Jul 24.

Abstract

Background: Panax ginseng seeds have strong dormancy and a prolonged germination period in comparison to other seeds; thus, it is a great challenge to propagate ginseng. Seed longevity is closely associated with germination rate and viability, so we assumed that if a seed loses its viability, specific metabolic alterations regarding plant growth factors might occur. In this study, we divided ginseng seeds into normal and accelerated-aging groups. Both groups were treated with gibberellic acid, which is one of the most important plant-growth regulators. Afterward, gas chromatography-mass spectrometry (GC-MS) was used to analyze the samples, to identify the metabolic alterations between the two groups.

Results: Forty-four endogenous metabolites in normal and accelerated aging groups were putatively identified. To determine the differential significance of these metabolites, t-tests and fold-change analysis were conducted followed by principal component analysis and partial least-squares discriminant analysis to determine the metabolites that showed distinct responses between the groups. Among the differentially expressed metabolites (P value < 0.05 and FDR < 0.1), nine metabolites were selected as potential biomarker candidates for the prediction of seed longevity.

Conclusion: Nine metabolites related to ginseng seed longevity were identified by comparing metabolomes. Our findings suggest that ginseng propagation can be facilitated by the regulation of these distinctive metabolic features of the seeds. © 2019 Society of Chemical Industry.

Keywords: Panax ginseng; gas chromatography-mass spectrometry; metabolic alterations; seed longevity; seed viability.

MeSH terms

  • Discriminant Analysis
  • Gas Chromatography-Mass Spectrometry
  • Germination
  • Gibberellins / pharmacology
  • Least-Squares Analysis
  • Metabolomics
  • Panax / chemistry
  • Panax / drug effects
  • Panax / growth & development
  • Panax / metabolism*
  • Plant Extracts / chemistry*
  • Plant Extracts / metabolism
  • Plant Growth Regulators / pharmacology
  • Seeds / chemistry*
  • Seeds / drug effects
  • Seeds / growth & development
  • Seeds / metabolism

Substances

  • Gibberellins
  • Plant Extracts
  • Plant Growth Regulators
  • gibberellic acid