Aroma quality evaluation of Dianhong black tea infusions by the combination of rapid gas phase electronic nose and multivariate statistical analysis. (January 2022)
- Record Type:
- Journal Article
- Title:
- Aroma quality evaluation of Dianhong black tea infusions by the combination of rapid gas phase electronic nose and multivariate statistical analysis. (January 2022)
- Main Title:
- Aroma quality evaluation of Dianhong black tea infusions by the combination of rapid gas phase electronic nose and multivariate statistical analysis
- Authors:
- Chen, Jiayu
Yang, Yanqin
Deng, Yuliang
Liu, Zhengquan
Xie, Jialing
Shen, Shuai
Yuan, Haibo
Jiang, Yongwen - Abstract:
- Abstract: Aroma is one of the most important quality attributes of black tea infusions. In this study, the aroma quality of 44 Dianhong black tea (DBT) infusions were investigated by rapid gas phase electronic nose (GC-E-Nose) combined with multivariate statistical analysis for the first time. Among 61 volatile compounds identified, the most abundant ones were aldehydes. Both partial least squares discriminant analysis (PLS-DA) and Fisher discriminant analysis (FDA) could effectively classify the aroma quality of DBT infusions. The prediction accuracy of FDA (95.2%) was higher than that of PLS-DA (78.6%). Moreover, stepwise multiple linear regression was shown to accurately predict the quality score of DBT infusions, and the Rp value of the sensory score of the predicted model was 0.94. Furan, methyl acetate, 2, 3-pentanedione, limonene, and linalool were found positively correlated with the aroma quality of DBT infusions, while 3-ethylpentane, 1-pentene, (E)-2-hexene, and methyl eugenol were negatively correlated with the aroma quality of DBT infusions. These results contribute to understand that rapid GC-E-Nose technology is a supplement to the objective sensory evaluation, and provide a new technical method for the quality evaluation and control of tea infusions. Graphical abstract: Image 1 Highlights: Aldehydes were the most abundant among 61 volatile compounds identified. 7 key components in quality category were screened out based on VIP >1.5 & p < 0.05. 2-MethylfuranAbstract: Aroma is one of the most important quality attributes of black tea infusions. In this study, the aroma quality of 44 Dianhong black tea (DBT) infusions were investigated by rapid gas phase electronic nose (GC-E-Nose) combined with multivariate statistical analysis for the first time. Among 61 volatile compounds identified, the most abundant ones were aldehydes. Both partial least squares discriminant analysis (PLS-DA) and Fisher discriminant analysis (FDA) could effectively classify the aroma quality of DBT infusions. The prediction accuracy of FDA (95.2%) was higher than that of PLS-DA (78.6%). Moreover, stepwise multiple linear regression was shown to accurately predict the quality score of DBT infusions, and the Rp value of the sensory score of the predicted model was 0.94. Furan, methyl acetate, 2, 3-pentanedione, limonene, and linalool were found positively correlated with the aroma quality of DBT infusions, while 3-ethylpentane, 1-pentene, (E)-2-hexene, and methyl eugenol were negatively correlated with the aroma quality of DBT infusions. These results contribute to understand that rapid GC-E-Nose technology is a supplement to the objective sensory evaluation, and provide a new technical method for the quality evaluation and control of tea infusions. Graphical abstract: Image 1 Highlights: Aldehydes were the most abundant among 61 volatile compounds identified. 7 key components in quality category were screened out based on VIP >1.5 & p < 0.05. 2-Methylfuran and linalool played an important role in aroma quality score. … (more)
- Is Part Of:
- Lebensmittel-Wissenschaft + Technologie =. Volume 153(2022)
- Journal:
- Lebensmittel-Wissenschaft + Technologie =
- Issue:
- Volume 153(2022)
- Issue Display:
- Volume 153, Issue 2022 (2022)
- Year:
- 2022
- Volume:
- 153
- Issue:
- 2022
- Issue Sort Value:
- 2022-0153-2022-0000
- Page Start:
- Page End:
- Publication Date:
- 2022-01
- Subjects:
- Gas phase electronic nose -- Tea infusion -- Aroma quality -- Black tea -- Multivariate statistical analysis
Food industry and trade -- Periodicals
Food -- Composition -- Periodicals
Microbiology -- Periodicals
Nutrition -- Periodicals
664.005 - Journal URLs:
- http://www.sciencedirect.com/science/journal/00236438 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.lwt.2021.112496 ↗
- Languages:
- English
- ISSNs:
- 0023-6438
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3983.070000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 19772.xml