Determination of Volatile Components in Ginger Using Gas Chromatography−Mass Spectrometry with Resolution Improved by Data Processing Techniques
- 17 September 2004
- journal article
- research article
- Published by American Chemical Society (ACS) in Journal of Agricultural and Food Chemistry
- Vol. 52 (21) , 6378-6383
- https://doi.org/10.1021/jf040102z
Abstract
Ginger is widely used as either a food product or an herbal medicine in the world. In this paper, a method was developed for determining volatile components in essential oils from both dried and fresh ginger by use of gas chromatography−mass spectrometry (GC-MS) and chemometric approaches. With the resolution improvement by chemometric methods upon two-dimensional data from GC-MS, the drifting baseline can be corrected. In addition, the peak purity can be assessed and the number of chemical components and their stepwise elution in the peak clusters can be identified. The peak clusters investigated are then resolved into pure chromatograms and related mass spectra for each of the components involved. Finally, with the pure chromatograms and related mass spectra obtained, the chemical components can be qualitatively identified based on the similarity searches in the MS databases and the chromatographic retention times. Quantitative determination can be conducted using the overall volume integration approach. The results showed that 140 and 136 components were separated and that 74 and 75 of them were tentatively identified, which accounted for about 62.82 and 47.11% of the total relative content for dried and fresh ginger, respectively. In comparison with the chromatographic fingerprints of essential oils from dried and fresh ginger, 60 of the volatile components determined match with each other. The study demonstrated that the use of chemometric resolution based on two-dimensional data can mathematically enhance the separation ability of GC-MS and assist qualitative and quantitative determination of chemical components separated from complicated practical systems such as foods, herbal medicines, and environmental samples. Keywords: GC-MS; chemometrics; ginger; volatile componentKeywords
This publication has 13 references indexed in Scilit:
- Identification of the Characteristic Odorants in Fresh Rhizomes of Ginger (Zingiber officinale Roscoe) Using Aroma Extract Dilution Analysis and Modified Multidimensional Gas Chromatography-Mass SpectroscopyJournal of Agricultural and Food Chemistry, 1995
- Diagnosis and resolution of multiwavelength chromatograms by rank map, orthogonal projections and sequential rank analysisAnalytica Chimica Acta, 1994
- A comparison of the heuristic evoling latent projections and evolving factor analysis methods for peak purity control in liquid chromatography with photodiode array detectionAnalytica Chimica Acta, 1992
- Heuristic evolving latent projections: resolving two-way multicomponent data. 2. Detection and resolution of minor constituentsAnalytical Chemistry, 1992
- Heuristic evolving latent projections: resolving two-way multicomponent data. 1. Selectivity, latent-projective graph, datascope, local rank, and unique resolutionAnalytical Chemistry, 1992
- Window factor analysis: Theoretical derivation and application to flow injection analysis dataJournal of Chemometrics, 1992
- Peak purity control in liquid chromatography with photodiode-array detection by a fixed size moving window evolving factor analysisAnalytica Chimica Acta, 1991
- Uptake of selenium and mutagens by vegetables grown in fly ash containing greenhouse mediaJournal of Agricultural and Food Chemistry, 1988
- Evolving factor analysis for the resolution of overlapping chromatographic peaksAnalytical Chemistry, 1987
- Error propagation and figures of merit for quantification by solving matrix equationsAnalytical Chemistry, 1986