Frontiers in Plant Science · 2021 · 27 citations · 21 references
AgricultureHorticultural SciencesFood AnalysisFood ChemistryMass Spectrometric AnalysisAroma CompoundsFlavoring PlantsFruit Flavor ChemistryVolatile Aroma AnalysisVolatile Compound ProfilingVolatile Substance AnalysisCultivar Differences In FlavorFruit Aroma ChemistryFruit Volatile CompoundsGas Chromatography-mass SpectrometryGrape-derived Aroma CompoundsHeadspace Gas Chromatography-mass SpectrometryPartial Least Squares Discriminant AnalysisVolatile Compound Analysis
Fruit aromas are composed of a complex mixture of volatile organic compounds, which are essential attributes associated with the overall flavor and consumer preference. Muscadine grape (MG; Vitis rotundifolia Michx.) is an aroma-dense fruit crop. However, there is very scarce information on its volatile profiles. In this study, the volatile constituents of five newly introduced MG cultivars, including Alachua, Carlos, Fry, Granny Val, and Noble, were profiled using headspace solid-phase microextraction-gas chromatography-mass spectrometry (HS-SPME-GC/MS) combined with multivariate statistical analysis. A total of 44 compounds, including esters, aldehydes, alcohols, fatty acids, terpenes, ketones, and furan, were identified and relatively quantified. Principal component analysis (PCA) and partial least-squares discriminant analysis (PLS-DA) evidently discriminated against the five MG cultivars based on their volatile profiles. The specific volatiles that contributed the most to this discrimination were highlighted. Geraniol and cinnamyl alcohol were demonstrated to be essential for characterizing the Alachua MG cultivar, whereas ethyl trans-2-butenoate and propyl acetate were shown to be important compounds to characterize the Noble MG cultivar. The results further showed that 2-Ethyl-1-hexanol, ( Z )-3-hexenal, and ( E )-2-hexenol were closely related to Carlos, Fry, and Granny Val cultivars, respectively. This investigation is the first in-depth exploration of the volatile profiles of the aroma-dense muscadine grape, which is essential for future genetic or biotechnological improvements to attain a cultivar with the desired flavor.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
Double-check: validation of diagnostic statistics for PLS-DA models in metabolomics studies
Ewa Szymańska, Edoardo Saccenti, Age K. Smilde et al. · Metabolomics · 2011 · 880 citations · Full text
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