Journal of Agricultural and Food Chemistry · 2013 · 119 citations · 31 references
Life SciencesPlant BiologyPlant SciencesMetabolomicsPlant BiochemistryPlant Molecular BiologyMass Spectrometry-based MetabolomicsMetabolite IdentificationMetabolite ProfilingMetabolite QuantificationPlant MetabolismPlant MetabolomicsGas Chromatography-mass SpectrometryMetabolite FingerprintingMultivariate Data AnalysisPlant Metabolic ProfilingPlant Metabolite ProfilingPrimary MetabolitesSecondary MetabolitesStatistical Analysis Of Metabolite Profiles
Tobacco leaf obtained from different geographical areas in China was profiled using gas chromatography-mass spectrometry (GC-MS) coupled with multivariate data analyses. Hierarchical cluster analysis (HCA) and principal component analysis (PCA) showed that the tobacco metabolome was clearly dependent on geographical origins; climatic conditions, such as temperature and precipitation, imposed a greater impact on metabolite levels than the cultivars. By orthogonal partial least-squares-discrimination analysis (OPLS-DA), 20 metabolites that contributed to the discrimination were screened, including primary metabolites (sucrose, D-fructose, D-mannose, D-glucose, inositol, maleic acid, citric acid, malic acid, L-threonic acid, L-proline, L-phenylalanine), secondary metabolites (chlorogenic acid, α- and β-4,8,13-duvatriene-1,3-diol, nicotine, quinic acid), and four unknown metabolites. The results suggest that metabolic profiling using GC-MS combined with multivariate analysis can be used to discriminate tobacco leaf of different geographical origins and to provide potential indicators of tobacco origins.
31
Metabolomics – the link between genotypes and phenotypes
Oliver Fiehn · Plant Molecular Biology · 2002 · 3.4K citations
Gas chromatography mass spectrometry–based metabolite profiling in plants
Jan Lisec, Nicolas Schauer, Joachim Kopka et al. · Nature Protocols · 2006 · 2.2K citations
Metabolite profiling for plant functional genomics
Oliver Fiehn, Joachim Kopka, Peter Dörmann et al. · Nature Biotechnology · 2000 · 2.1K citations