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Unravelling Metabolic Heterogeneity of Chinese Baijiu Fermentation in Age-Gradient Vessels

Fermentation vessels affect the characteristics of food fermentation; however, we lack an approach to identify the biomarkers indicating fermentation. In this study, we applied metabolomics and high-throughput sequencing analysis to reveal the dynamic of metabolites and microbial communities in age-...

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Autores principales: Miao, Zijian, Bai, Yu, Wang, Xinlei, Han, Chao, Wang, Bowen, Li, Zexia, Sun, Jinyuan, Zheng, Fuping, Zhang, Yuhang, Sun, Baoguo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10530105/
https://www.ncbi.nlm.nih.gov/pubmed/37761135
http://dx.doi.org/10.3390/foods12183425
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author Miao, Zijian
Bai, Yu
Wang, Xinlei
Han, Chao
Wang, Bowen
Li, Zexia
Sun, Jinyuan
Zheng, Fuping
Zhang, Yuhang
Sun, Baoguo
author_facet Miao, Zijian
Bai, Yu
Wang, Xinlei
Han, Chao
Wang, Bowen
Li, Zexia
Sun, Jinyuan
Zheng, Fuping
Zhang, Yuhang
Sun, Baoguo
author_sort Miao, Zijian
collection PubMed
description Fermentation vessels affect the characteristics of food fermentation; however, we lack an approach to identify the biomarkers indicating fermentation. In this study, we applied metabolomics and high-throughput sequencing analysis to reveal the dynamic of metabolites and microbial communities in age-gradient fermentation vessels for baijiu production. Furthermore, we identified 64 metabolites during fermentation, and 19 metabolites significantly varied among the three vessels (p < 0.05). Moreover, the formation of these 19 metabolites were positively correlated with the core microbiota (including Aspergillus, Saccharomyces, Lactobacillus, and Bacillus). In addition, ethyl lactate or ethyl acetate were identified as the biomarkers for indicating the metabolism among age-gradient fermentation vessels by BP-ANN (R(2) > 0.40). Therefore, this study combined the biological analysis and predictive model to identify the biomarkers indicating metabolism in different fermentation vessels, and it also provides a potential approach to assess the profiling of food fermentations.
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spelling pubmed-105301052023-09-28 Unravelling Metabolic Heterogeneity of Chinese Baijiu Fermentation in Age-Gradient Vessels Miao, Zijian Bai, Yu Wang, Xinlei Han, Chao Wang, Bowen Li, Zexia Sun, Jinyuan Zheng, Fuping Zhang, Yuhang Sun, Baoguo Foods Article Fermentation vessels affect the characteristics of food fermentation; however, we lack an approach to identify the biomarkers indicating fermentation. In this study, we applied metabolomics and high-throughput sequencing analysis to reveal the dynamic of metabolites and microbial communities in age-gradient fermentation vessels for baijiu production. Furthermore, we identified 64 metabolites during fermentation, and 19 metabolites significantly varied among the three vessels (p < 0.05). Moreover, the formation of these 19 metabolites were positively correlated with the core microbiota (including Aspergillus, Saccharomyces, Lactobacillus, and Bacillus). In addition, ethyl lactate or ethyl acetate were identified as the biomarkers for indicating the metabolism among age-gradient fermentation vessels by BP-ANN (R(2) > 0.40). Therefore, this study combined the biological analysis and predictive model to identify the biomarkers indicating metabolism in different fermentation vessels, and it also provides a potential approach to assess the profiling of food fermentations. MDPI 2023-09-14 /pmc/articles/PMC10530105/ /pubmed/37761135 http://dx.doi.org/10.3390/foods12183425 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Miao, Zijian
Bai, Yu
Wang, Xinlei
Han, Chao
Wang, Bowen
Li, Zexia
Sun, Jinyuan
Zheng, Fuping
Zhang, Yuhang
Sun, Baoguo
Unravelling Metabolic Heterogeneity of Chinese Baijiu Fermentation in Age-Gradient Vessels
title Unravelling Metabolic Heterogeneity of Chinese Baijiu Fermentation in Age-Gradient Vessels
title_full Unravelling Metabolic Heterogeneity of Chinese Baijiu Fermentation in Age-Gradient Vessels
title_fullStr Unravelling Metabolic Heterogeneity of Chinese Baijiu Fermentation in Age-Gradient Vessels
title_full_unstemmed Unravelling Metabolic Heterogeneity of Chinese Baijiu Fermentation in Age-Gradient Vessels
title_short Unravelling Metabolic Heterogeneity of Chinese Baijiu Fermentation in Age-Gradient Vessels
title_sort unravelling metabolic heterogeneity of chinese baijiu fermentation in age-gradient vessels
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10530105/
https://www.ncbi.nlm.nih.gov/pubmed/37761135
http://dx.doi.org/10.3390/foods12183425
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