Identification of key aromatic compounds in Congou black tea by partial least‐square regression with variable importance of projection scores and gas chromatography–mass spectrometry/gas chromatography–olfactometry. (13th June 2018)
- Record Type:
- Journal Article
- Title:
- Identification of key aromatic compounds in Congou black tea by partial least‐square regression with variable importance of projection scores and gas chromatography–mass spectrometry/gas chromatography–olfactometry. (13th June 2018)
- Main Title:
- Identification of key aromatic compounds in Congou black tea by partial least‐square regression with variable importance of projection scores and gas chromatography–mass spectrometry/gas chromatography–olfactometry
- Authors:
- Mao, Shihong
Lu, Changqi
Li, Meifeng
Ye, Yulong
Wei, Xu
Tong, Huarong - Abstract:
- Abstract: BACKGROUND: Gas chromatography–olfactometry (GC–O) is the most frequently used method to estimate the sensory contribution of single odorant, but disregards the interactions between volatiles. In order to select the key volatiles responsible for the aroma attributes of Congou black tea ( Camellia sinensis ), instrumental, sensory and multivariate statistical approaches were applied. RESULTS: Using sensory analysis, nine panellists developed eight descriptors: floral, sweet, fruity, green, roasted, oil, spicy, and off‐odour. Linalool, ( E )‐furan linalool oxide, ( Z )‐pyran linalool oxide, methyl salicylate, β ‐myrcene, and phenylethyl alcohol, which were identified from the most representative samples by the GC–O procedure, were the essential aroma‐active compounds in the formation of basic Congou black tea aroma. In addition, 136 volatiles were identified by gas chromatography–mass spectrometry (GC–MS), among which 55 compounds were determined as the key factors for six sensory attributes by partial least‐square regression (PLSR) with variable importance of projection scores. CONCLUSION: Our results demonstrated that headspace solid‐phase microextraction/GC–MS/GC–O was a fast approach for isolation and quantification aroma‐active compounds. The PLSR method was also considered to be a useful tool in selecting important variables for sensory attributes. These two strategies, which allowed us to comprehensively evaluate the sensorial contribution of a single volatileAbstract: BACKGROUND: Gas chromatography–olfactometry (GC–O) is the most frequently used method to estimate the sensory contribution of single odorant, but disregards the interactions between volatiles. In order to select the key volatiles responsible for the aroma attributes of Congou black tea ( Camellia sinensis ), instrumental, sensory and multivariate statistical approaches were applied. RESULTS: Using sensory analysis, nine panellists developed eight descriptors: floral, sweet, fruity, green, roasted, oil, spicy, and off‐odour. Linalool, ( E )‐furan linalool oxide, ( Z )‐pyran linalool oxide, methyl salicylate, β ‐myrcene, and phenylethyl alcohol, which were identified from the most representative samples by the GC–O procedure, were the essential aroma‐active compounds in the formation of basic Congou black tea aroma. In addition, 136 volatiles were identified by gas chromatography–mass spectrometry (GC–MS), among which 55 compounds were determined as the key factors for six sensory attributes by partial least‐square regression (PLSR) with variable importance of projection scores. CONCLUSION: Our results demonstrated that headspace solid‐phase microextraction/GC–MS/GC–O was a fast approach for isolation and quantification aroma‐active compounds. The PLSR method was also considered to be a useful tool in selecting important variables for sensory attributes. These two strategies, which allowed us to comprehensively evaluate the sensorial contribution of a single volatile from different perspectives, can be applied to related products for comprehensive quality control. © 2018 Society of Chemical Industry … (more)
- Is Part Of:
- Journal of the science of food and agriculture. Volume 98:Number 14(2018)
- Journal:
- Journal of the science of food and agriculture
- Issue:
- Volume 98:Number 14(2018)
- Issue Display:
- Volume 98, Issue 14 (2018)
- Year:
- 2018
- Volume:
- 98
- Issue:
- 14
- Issue Sort Value:
- 2018-0098-0014-0000
- Page Start:
- 5278
- Page End:
- 5286
- Publication Date:
- 2018-06-13
- Subjects:
- GC–MS -- GC–olfactometry -- PLSR–VIP method -- aroma‐active compounds -- Congou black tea
Food -- Periodicals
Agriculture -- Periodicals
664 - Journal URLs:
- http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1097-0010 ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1002/jsfa.9066 ↗
- Languages:
- English
- ISSNs:
- 0022-5142
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 5055.000000
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British Library STI - ELD Digital store - Ingest File:
- 7591.xml