2022
DOI: 10.3390/foods11070910
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Use of Multivariate Statistics in the Processing of Data on Wine Volatile Compounds Obtained by HS-SPME-GC-MS

Abstract: This review takes a snapshot of the main multivariate statistical techniques and methods used to process data on the concentrations of wine volatile molecules extracted by means of solid phase micro-extraction and analyzed using GC-MS. Hypothesis test, exploratory analysis, regression models, and unsupervised and supervised pattern recognition methods are illustrated and discussed. Several applications in the wine volatolomic sector are described to highlight different interactions among the various matrix com… Show more

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Cited by 14 publications
(3 citation statements)
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References 84 publications
(96 reference statements)
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“…For desorption, the fibre is placed in the injector of the gas chromatograph and subjected to high-temperature evaporation (e.g., 250 °C), before being introduced to the chromatography column. Various SPME sorbents are used, including PDMS—polydimethylsiloxane, DVB—divinylbenzene, and CAR—carboxene [ 151 , 154 , 155 , 156 , 157 ].…”
Section: Methods Of Analysis—volatilomicsmentioning
confidence: 99%
“…For desorption, the fibre is placed in the injector of the gas chromatograph and subjected to high-temperature evaporation (e.g., 250 °C), before being introduced to the chromatography column. Various SPME sorbents are used, including PDMS—polydimethylsiloxane, DVB—divinylbenzene, and CAR—carboxene [ 151 , 154 , 155 , 156 , 157 ].…”
Section: Methods Of Analysis—volatilomicsmentioning
confidence: 99%
“…The type, content, sensory threshold, and interaction between these components determine the flavor of rice wine. Some researchers have determined the volatile components in beverage wine by headspace-solid phase microextraction-gas chromatography-mass spectrometry (HS-SPME-GC-MS) (Cai et al, 2020;Pati et al, 2021;Philipp et al, 2019;Tufariello et al, 2022).However, there are few studies on the effects of different koji on the aroma components of rice wine. This paper aims to identify the aroma components of rice wine brewed by three kinds of koji by headspace solid-phase microextraction and gas chromatography-mass spectrometry (HS-SPME-GC-MS), so as to provide a scientific basis for further research on the quality control of rice wine.…”
Section: Introductionmentioning
confidence: 99%
“…In this paper, a microcell extractor was used to collect the VOCs released from PVC veneered plywood under different ratios of air exchange rate to loading factor [24,25]. Combined with GC-MS-O technology, the main composition and concentration of the VOCs released by plywood were detected [26,27]. Moreover, the key odor substances released by plywood in the standard environment were analyzed and identified.…”
Section: Introductionmentioning
confidence: 99%