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Yue Z, Zhang R, Feng N, Yuan X. Uncovering the Differences in Flavour Volatiles from Hybrid and Conventional Foxtail Millet Varieties Based on Gas Chromatography-Ion Migration Spectrometry and Chemometrics. PLANTS (BASEL, SWITZERLAND) 2025; 14:708. [PMID: 40094604 PMCID: PMC11902185 DOI: 10.3390/plants14050708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2025] [Revised: 02/22/2025] [Accepted: 02/24/2025] [Indexed: 03/19/2025]
Abstract
The flavour of foxtail millet (Setaria italica (L.) P. Beauv.) is an important indicator for evaluating the quality of the millet. The volatile components in steamed millet porridge samples were analysed using electronic nose (E-Nose) and gas chromatography-ion mobility spectrometry (GC-IMS) techniques, and characteristic volatile fingerprints were constructed to clarify the differences in the main flavour substances in different foxtail millet varieties (two hybrids and two conventional foxtail millets). After sensory evaluation by judges, Jingu 21 (JG) scored significantly higher than the other varieties, and the others were, in order, Jinmiao K1 (JM), Changzagu 466 (CZ) and Zhangzagu 3 (ZZ). E-Nose analysis showed differences in sulphides and terpenoids, nitrogen oxides, organosulphides and aromatic compounds in different varieties of millet porridge. A total of 59 volatile components were determined by GC-IMS in the four varieties of millet porridge, including 23 aldehydes, 17 alcohols, 9 ketones, 4 esters, 2 acids, 3 furans and 1 pyrazine. Comparative analyses of the volatile components in JG, JM, ZZ and CZ revealed that the contents of octanal, nonanal and 3-methyl-2-butenal were higher in JG; the contents of trans-2-butenal, 2-methyl-1-propanol, trans-2-heptenal and trans-2-pentenal were higher in JM; and the contents of 2-octanone, hexanol, 1-octen-3-ol, 2-pentanone and butyraldehyde were higher in ZZ. The contents of 2-butanol, propionic acid and acetic acid were higher in CZ. A prediction model with good stability was established by orthogonal partial least squares discriminant analysis (OPLS-DA), and 25 potential characteristic markers (VIP > 1) were screened out from 59 volatile organic compounds (VOCs). These volatile components can be used to distinguish the different varieties of millet porridge samples. Moreover, we found conventional foxtail millet contained more aldehydes than the hybridised foxtail millet; especially decanal, 1-nonanal-D, heptanal-D, 1-octanal-M, 1-octanal-D and 1-nonanal-M were significantly higher in JG than in the other varieties. These results indicate that the E-Nose combined with GC-IMS can be used to characterise the flavour volatiles of different foxtail millet, and the results of this study may provide some information for future understanding of the aroma characteristics of foxtail millet and the genetic improvement of hybrid grains.
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Affiliation(s)
- Zhongxiao Yue
- College of Agronomy, Shanxi Agricultural University, Taigu, Jinzhong 030801, China;
- Institute of Industrial Crops, Shanxi Agricultural University, Taiyuan 030031, China; (R.Z.); (N.F.)
| | - Ruidong Zhang
- Institute of Industrial Crops, Shanxi Agricultural University, Taiyuan 030031, China; (R.Z.); (N.F.)
| | - Naihong Feng
- Institute of Industrial Crops, Shanxi Agricultural University, Taiyuan 030031, China; (R.Z.); (N.F.)
| | - Xiangyang Yuan
- College of Agronomy, Shanxi Agricultural University, Taigu, Jinzhong 030801, China;
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Chen H, Bai S, Yang B, Ren R, Tang Z, Zhang Z, Zeng Q. Inter- and intra-varietal clonal differences influence the aroma compound profiles of wines analyzed by GC-MS and GC-IMS. Food Chem X 2025; 25:102136. [PMID: 39850058 PMCID: PMC11754488 DOI: 10.1016/j.fochx.2024.102136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Revised: 12/17/2024] [Accepted: 12/26/2024] [Indexed: 01/25/2025] Open
Abstract
To investigate the impact of genetic factors on wine aroma, wines made from 22 clones of five grape varieties (Vitis vinifera L.) were used to analyze the volatile compounds by headspace solid phase microextraction gas chromatography mass spectrometer (HS-SPME-GC-MS) and headspace gas chromatography-ion mobility spectrometry (HS-GC-IMS). Results showed that 52 and 49 aroma compounds were identified from 22 clones of wines by two technologies, respectively. Esters were the most abundant compounds, followed by alcohols and aldehydes. The aroma profiles demonstrated significant varietal and clonal diversity, the clones with the highest aroma compound content were CH VCR6, PN VCR20, CS VCR11, ML VCR101, and CF 678. Partial least squares discriminant analysis (PLS-DA) identified decanoic acid, 1-heptanol, diethyl succinate, ethyl octanoate, and octanal as key biomarkers for distinguishing 22 clones of wines. Our results revealed that white wine CH VCR6 and red wine CS VCR11 possessed the most complex aromas. These findings address the research gap concerning the genetic determinants of wine aroma, highlighting the significance of grape variety and clone selection in developing wines with desirable sensory attributes.
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Affiliation(s)
- Huawei Chen
- College of Enology, Northwest A & F University, No. 22 Xinong Road, Yangling 712100, China
| | - Shijian Bai
- Xinjiang Uighur Autonomous Reg Grapes & Melons Res, Turpan 838000, China
| | - Bowei Yang
- College of Enology, Northwest A & F University, No. 22 Xinong Road, Yangling 712100, China
| | - Ruihua Ren
- College of Enology, Northwest A & F University, No. 22 Xinong Road, Yangling 712100, China
| | - Zizhu Tang
- College of Enology, Northwest A & F University, No. 22 Xinong Road, Yangling 712100, China
| | - Zhenwen Zhang
- College of Enology, Northwest A & F University, No. 22 Xinong Road, Yangling 712100, China
- Shaanxi Engineering Research Center for Viti-Viniculture, Yangling 712100, China
| | - Qingqing Zeng
- College of Enology, Northwest A & F University, No. 22 Xinong Road, Yangling 712100, China
- Shaanxi Engineering Research Center for Viti-Viniculture, Yangling 712100, China
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Zhang T, Liao Z, Li Z, Liu Y, Bi J, Liu Y, Song Y, Qin Y. Revealing the flavor differences of Sauvignon Blanc wines fermented in different oak barrels and stainless-steel tanks through GC-MS, GC-IMS, electronic, and artificial sensory analyses. Food Chem X 2025; 25:102188. [PMID: 39974541 PMCID: PMC11838101 DOI: 10.1016/j.fochx.2025.102188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2024] [Revised: 12/30/2024] [Accepted: 01/13/2025] [Indexed: 02/21/2025] Open
Abstract
The fermentation vessel significantly impacts the flavor characteristics of white wine. This study provides a comprehensive flavor analysis of Sauvignon Blanc wines fermented in oak barrels and stainless-steel tanks. Wines fermented in new barrels exhibited higher levels of malic and tartaric acids compared with those fermented in old barrels or steel tanks, resulting in a more sour taste. Fermentation in oak barrels increased the content of majority phenolic compounds in wine compared to fermentation in steel tanks. GC-MS analysis revealed that the primary differential compounds present in the wines from various oak barrels and steel tanks included ethyl acetate, ethyl lactate, furfural, ethyl octanoate, isoamyl alcohol, isobutyl alcohol, 1-propanol, and acetic acid. Moreover, GC-IMS identified furan, pyrazine, acetaldehyde, and valeraldehyde in wines from oak barrels, which enhanced aromatic complexity. This study provides essential insights to promote the quality and distinctiveness of Sauvignon Blanc wines.
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Affiliation(s)
- Taoxian Zhang
- College of Enology, Northwest A&F University, Yangling 712100, China
| | - Zusong Liao
- Ningxia Xige Estate Co., Ltd, Wuzhong 751600, Ningxia, China
| | - Zhaohui Li
- College of Enology, Northwest A&F University, Yangling 712100, China
| | - Yunqi Liu
- Ningxia Xige Estate Co., Ltd, Wuzhong 751600, Ningxia, China
| | - Jingying Bi
- College of Life Science and Technology, Ningxia Polytechnic, Yinchuan 750021, China
| | - Yanlin Liu
- College of Enology, Northwest A&F University, Yangling 712100, China
| | - Yuyang Song
- College of Enology, Northwest A&F University, Yangling 712100, China
- National Forestry and Grassland Administration Engineering Research Center for Viti-Viniculture, Yangling 712100, China
| | - Yi Qin
- College of Enology, Northwest A&F University, Yangling 712100, China
- National Forestry and Grassland Administration Engineering Research Center for Viti-Viniculture, Yangling 712100, China
- Shaanxi Key Laboratory for Viti-Viniculture, Yangling 712100, China
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Zhang B, Zheng S, Huang M, Wu Q, Dong W, Wu J, Liu H, Zhao D, Yu Y, Li J. Analysis of volatile compounds in Xiangjiao baijiu from different storage containers and years based on HS-GC-IMS and DI-GC-MS. Food Chem X 2024; 24:101976. [PMID: 39641112 PMCID: PMC11617706 DOI: 10.1016/j.fochx.2024.101976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Revised: 10/10/2024] [Accepted: 11/06/2024] [Indexed: 12/07/2024] Open
Abstract
The volatile compounds in 16 different storage containers and years of Xiangjiao Baijiu (XJBJ) were compared and analyzed via direct injection (DI) combined with gas chromatography-mass spectrometry (GC-MS) and headspace extraction (HS) coupled with gas chromatography-ion mobility spectrometry (HS-GC-IMS) for the first time. Through HS-GC-IMS analysis, it was found that the succession rules of 14 compounds such as furfural during aging process. A total of 60 compounds were identified using DI-GC-MS. Twenty-five of these compounds were further quantified, and 19 compounds had odor activity values (OAVs) > 1, which were important contributor to aroma of XJBJ. Among them, those with OAVs >1000 included ethyl hexanoate, ethyl octanoate, ethyl butanoate, and ethyl pentanoate. Combining the results of quantitative, OAVs and partial least squares-discriminant analysis (PLS-DA) revealed that 10 compounds such as ethyl octanoate were the important compounds that lead to the differences between different storage types of XJBJ.
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Affiliation(s)
- Bing Zhang
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology & Business University (BTBU), Beijing 100048, China
| | - Siman Zheng
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology & Business University (BTBU), Beijing 100048, China
| | - Mingquan Huang
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology & Business University (BTBU), Beijing 100048, China
| | - Qiang Wu
- College of Food and Chemical Engineering, Shaoyang University, Shaoyang 422000, China
| | - Wei Dong
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology & Business University (BTBU), Beijing 100048, China
| | - Jihong Wu
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology & Business University (BTBU), Beijing 100048, China
| | - Hongqin Liu
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology & Business University (BTBU), Beijing 100048, China
| | - Dongrui Zhao
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology & Business University (BTBU), Beijing 100048, China
| | - Yougui Yu
- College of Food and Chemical Engineering, Shaoyang University, Shaoyang 422000, China
| | - Jinchen Li
- Key Laboratory of Brewing Molecular Engineering of China Light Industry, Beijing Technology & Business University (BTBU), Beijing 100048, China
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Yan Y, Sun B, Wang M, Wang Y, Yang Y, Zhang B, Sun Y, Yuan P, Wen J, He Y, Cao W, Lu W, Xu P. Utilizing Headspace-Gas Chromatography-Ion Mobility Spectroscopy Technology to Establish the Volatile Chemical Component Fingerprint Profiles of Schisandra chinensis Processed by Different Preparation Methods and to Perform Differential Analysis of Their Components. Molecules 2024; 29:5883. [PMID: 39769970 PMCID: PMC11677488 DOI: 10.3390/molecules29245883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2024] [Revised: 12/06/2024] [Accepted: 12/11/2024] [Indexed: 01/11/2025] Open
Abstract
In order to characterize the volatile chemical components of Schisandra chinensis processed by different Traditional Chinese Medicine Processing methods and establish fingerprint profiles, headspace-gas chromatography-ion mobility spectrometry (HS-GC-IMS) technology was employed to detect, identify, and analyze Schisandra chinensis processed by five different methods. Fingerprint profiles of volatile chemical components of Schisandra chinensis processed by different methods were established; a total of 85 different volatile organic compounds (VOCs) were detected in the experiment, including esters, alcohols, ketones, aldehydes, terpenes, olefinic compounds, nitrogen compounds, lactones, pyrazines, sulfur compounds, thiophenes, acid, and thiazoles. Principal component analysis (PCA), Orthogonal Partial Least Squares Discriminant Analysis (OPLS-DA), and Pearson correlation analysis methods were used to cluster and analyze the detected chemical substances and their contents. The analysis results showed significant differences in the volatile chemical components of Schisandra chinensis processed by different methods; the Variable Importance in Projection (VIP) values of the OPLS-DA model and the P values obtained from one-way ANOVA were used to score and screen the detected volatile chemical substances, resulting in the identification of five significant chemical substances with the highest VIP values: Alpha-Farnesene, Methyl acetate,1-octene, Ethyl butanoate, and citral. These substances will serve as marker compounds for the identification of Schisandra chinensis processed by different methods in the future.
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Affiliation(s)
- Yiping Yan
- Institute of Special Animal and Plant Sciences, Chinese Academy of Agricultural Sciences, Changchun 130112, China; (Y.Y.); (B.S.); (M.W.); (Y.W.); (Y.Y.); (B.Z.); (Y.S.); (P.Y.); (J.W.); (Y.H.); (W.C.)
| | - Bowei Sun
- Institute of Special Animal and Plant Sciences, Chinese Academy of Agricultural Sciences, Changchun 130112, China; (Y.Y.); (B.S.); (M.W.); (Y.W.); (Y.Y.); (B.Z.); (Y.S.); (P.Y.); (J.W.); (Y.H.); (W.C.)
- College of Agriculture, Yanbian University, Yanji 133002, China
| | - Mengqi Wang
- Institute of Special Animal and Plant Sciences, Chinese Academy of Agricultural Sciences, Changchun 130112, China; (Y.Y.); (B.S.); (M.W.); (Y.W.); (Y.Y.); (B.Z.); (Y.S.); (P.Y.); (J.W.); (Y.H.); (W.C.)
| | - Yanli Wang
- Institute of Special Animal and Plant Sciences, Chinese Academy of Agricultural Sciences, Changchun 130112, China; (Y.Y.); (B.S.); (M.W.); (Y.W.); (Y.Y.); (B.Z.); (Y.S.); (P.Y.); (J.W.); (Y.H.); (W.C.)
| | - Yiming Yang
- Institute of Special Animal and Plant Sciences, Chinese Academy of Agricultural Sciences, Changchun 130112, China; (Y.Y.); (B.S.); (M.W.); (Y.W.); (Y.Y.); (B.Z.); (Y.S.); (P.Y.); (J.W.); (Y.H.); (W.C.)
| | - Baoxiang Zhang
- Institute of Special Animal and Plant Sciences, Chinese Academy of Agricultural Sciences, Changchun 130112, China; (Y.Y.); (B.S.); (M.W.); (Y.W.); (Y.Y.); (B.Z.); (Y.S.); (P.Y.); (J.W.); (Y.H.); (W.C.)
| | - Yining Sun
- Institute of Special Animal and Plant Sciences, Chinese Academy of Agricultural Sciences, Changchun 130112, China; (Y.Y.); (B.S.); (M.W.); (Y.W.); (Y.Y.); (B.Z.); (Y.S.); (P.Y.); (J.W.); (Y.H.); (W.C.)
| | - Pengqiang Yuan
- Institute of Special Animal and Plant Sciences, Chinese Academy of Agricultural Sciences, Changchun 130112, China; (Y.Y.); (B.S.); (M.W.); (Y.W.); (Y.Y.); (B.Z.); (Y.S.); (P.Y.); (J.W.); (Y.H.); (W.C.)
| | - Jinli Wen
- Institute of Special Animal and Plant Sciences, Chinese Academy of Agricultural Sciences, Changchun 130112, China; (Y.Y.); (B.S.); (M.W.); (Y.W.); (Y.Y.); (B.Z.); (Y.S.); (P.Y.); (J.W.); (Y.H.); (W.C.)
| | - Yanli He
- Institute of Special Animal and Plant Sciences, Chinese Academy of Agricultural Sciences, Changchun 130112, China; (Y.Y.); (B.S.); (M.W.); (Y.W.); (Y.Y.); (B.Z.); (Y.S.); (P.Y.); (J.W.); (Y.H.); (W.C.)
| | - Weiyu Cao
- Institute of Special Animal and Plant Sciences, Chinese Academy of Agricultural Sciences, Changchun 130112, China; (Y.Y.); (B.S.); (M.W.); (Y.W.); (Y.Y.); (B.Z.); (Y.S.); (P.Y.); (J.W.); (Y.H.); (W.C.)
| | - Wenpeng Lu
- Institute of Special Animal and Plant Sciences, Chinese Academy of Agricultural Sciences, Changchun 130112, China; (Y.Y.); (B.S.); (M.W.); (Y.W.); (Y.Y.); (B.Z.); (Y.S.); (P.Y.); (J.W.); (Y.H.); (W.C.)
- Jilin Provincial Key Laboratory of Traditional Chinese Medicinal Materials Cultivation and Propagation, Changchun 130112, China
| | - Peilei Xu
- Institute of Special Animal and Plant Sciences, Chinese Academy of Agricultural Sciences, Changchun 130112, China; (Y.Y.); (B.S.); (M.W.); (Y.W.); (Y.Y.); (B.Z.); (Y.S.); (P.Y.); (J.W.); (Y.H.); (W.C.)
- Jilin Provincial Key Laboratory of Traditional Chinese Medicinal Materials Cultivation and Propagation, Changchun 130112, China
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Zhang Q, Xue R, Mei X, Su L, Zhang W, Li Y, Xu J, Mao J, Mao C, Lu T. A study of volatiles of young citrus fruits from four areas based on GC-MS and flash GC e-nose combined with multivariate algorithms. Food Res Int 2024; 177:113874. [PMID: 38225115 DOI: 10.1016/j.foodres.2023.113874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 12/04/2023] [Accepted: 12/14/2023] [Indexed: 01/17/2024]
Abstract
The present study has successfully established a scientific and precise approach for distinguishing the geographical origins of young citrus fruits (Qingpi) from four primary production regions in China, using gas chromatography-mass spectrometry (GC-MS) and flash gas chromatography electronic nose (flash GC e-nose) to analyze the volatile composition and odor characteristics. Through the application of chemometric analysis, a clear differentiation among Qingpi samples was established using GC-MS. Additionally, the application of flash GC e-nose facilitated the extraction of flavor information, which enabled the discrimination of geographical origins. Several flavor components were identified as significant factors for origin certification. Furthermore, two pattern recognition algorithms were employed to achieve high accuracy in regional identification. The results of this investigation demonstrate that the amalgamation of multivariate chemometrics and algorithms can proficiently discern the sources of those young citrus fruits. The findings of this research can provide a reference for the assessment of quality control in food and other agricultural commodities in the times ahead.
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Affiliation(s)
- Qian Zhang
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Rong Xue
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Xi Mei
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Lianlin Su
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Wei Zhang
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Yu Li
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Jinguo Xu
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Jing Mao
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Chunqin Mao
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Tulin Lu
- College of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China.
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Wang L, Yin H, Shao X, Zhang Z, Zhong X, Wei R, Ding Y, Wang H, Li H. Improving the aging aroma profiles of Italian Riesling and Petit Verdot Wines: Impact of spontaneous and inoculated fermentation processes. Food Chem X 2023; 20:100978. [PMID: 37954144 PMCID: PMC10633531 DOI: 10.1016/j.fochx.2023.100978] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 10/20/2023] [Accepted: 11/02/2023] [Indexed: 11/14/2023] Open
Abstract
The study employed gas chromatography-ion mobility spectrometry to differentiate between wines undergoing spontaneous fermentation and inoculated fermentation, with aging periods of 3, 9, and 15 months. The results indicate that throughout the three aging periods, there was a notable increase in the levels of ethyl hexanoate (Monomer, M), 2-methyl butanal, ethyl octanoate (M), ethyl octanoate (Dimer, D), propyl acetate, and 3-methylbutanal in the spontaneous Italian Riesling wine (RS). Furthermore, the compounds isoamyl acetate (M), ethyl formate (D), 4-methyl-2-pentanone (M), and ethyl formate (M) demonstrated the highest concentrations at 15 months in RS, accordingly, these compounds displayed a consistent upward trend throughout the aging period. A total of 14 volatile compounds exhibited an upward trend from 3 to 15 months in the spontaneous fermentation of Petit Verdot Wine (VS). Subsequently, these compounds attained their maximum levels. Spontaneous fermentation effectively enhances the aromatic characteristics of wines, consequently improving their capacity for aging.
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Affiliation(s)
- Lin Wang
- College of Enology, Northwest A&F University, Yangling 712100, Shaanxi Province, China
| | - Haining Yin
- College of Enology, Northwest A&F University, Yangling 712100, Shaanxi Province, China
| | - Xuedong Shao
- Junding Winery Co., LTD., Penglai 265600, Shandong Province, China
| | - Zhengwen Zhang
- Junding Winery Co., LTD., Penglai 265600, Shandong Province, China
| | - Xiaomin Zhong
- Junding Winery Co., LTD., Penglai 265600, Shandong Province, China
| | - Ruteng Wei
- College of Enology, Northwest A&F University, Yangling 712100, Shaanxi Province, China
| | - Yinting Ding
- College of Enology, Northwest A&F University, Yangling 712100, Shaanxi Province, China
| | - Hua Wang
- College of Enology, Northwest A&F University, Yangling 712100, Shaanxi Province, China
| | - Hua Li
- College of Enology, Northwest A&F University, Yangling 712100, Shaanxi Province, China
- Junding Winery Co., LTD., Penglai 265600, Shandong Province, China
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