Cargando…

Linking Microbial Functional Gene Abundance and Daqu Extracellular Enzyme Activity: Implications for Carbon Metabolism during Fermentation

Daqu is the starter of Baijiu, it provides the microbes and enzymes necessary for fermentation. Studies have already established carbohydrate metabolism as the primary functional module in Daqu fermentation. The present study investigated the changes in microbial functions and the relationship betwe...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhang, Yu-Ting, Deng, Yu-Ke, Zou, Yong-Fang, Han, Bao-Lin, Pu, Ji-Zhou, Rao, Jia-Quan, Huang, Dan, Luo, Hui-Bo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9689858/
https://www.ncbi.nlm.nih.gov/pubmed/36429214
http://dx.doi.org/10.3390/foods11223623
_version_ 1784836640786612224
author Zhang, Yu-Ting
Deng, Yu-Ke
Zou, Yong-Fang
Han, Bao-Lin
Pu, Ji-Zhou
Rao, Jia-Quan
Huang, Dan
Luo, Hui-Bo
author_facet Zhang, Yu-Ting
Deng, Yu-Ke
Zou, Yong-Fang
Han, Bao-Lin
Pu, Ji-Zhou
Rao, Jia-Quan
Huang, Dan
Luo, Hui-Bo
author_sort Zhang, Yu-Ting
collection PubMed
description Daqu is the starter of Baijiu, it provides the microbes and enzymes necessary for fermentation. Studies have already established carbohydrate metabolism as the primary functional module in Daqu fermentation. The present study investigated the changes in microbial functions and the relationship between carbohydrate metabolism-related functional genes and extracellular enzyme activity during the Daqu fermentation. Amplicon sequencing identified 38 bacterial and 10 fungal phyla in Daqu samples, while shotgun metagenomic sequencing classified and annotated 40.66% of the individual features, of which 40.48% were prokaryotes. KEGG annotation showed that the pathways related to metabolites were less in the early fermentation stage, but higher in the middle and late stages. The functional genes related to pyruvate metabolism, glyoxylate and dicarboxylate metabolism, and propanoate metabolism were relatively high in the early and late stages of fermentation, while that for start and cross metabolism was relatively low. The study also found that amino sugar and nucleoside sugar metabolism were dominant in the middle stage of fermentation. Finally, the correlation network analysis showed that amylase activity positively correlated with many carbon metabolism-related pathways, while liquefaction activity negatively correlated with these pathways. In conclusion, the present study provides a theoretical basis for improving and stabilizing the quality of Daqu.
format Online
Article
Text
id pubmed-9689858
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-96898582022-11-25 Linking Microbial Functional Gene Abundance and Daqu Extracellular Enzyme Activity: Implications for Carbon Metabolism during Fermentation Zhang, Yu-Ting Deng, Yu-Ke Zou, Yong-Fang Han, Bao-Lin Pu, Ji-Zhou Rao, Jia-Quan Huang, Dan Luo, Hui-Bo Foods Article Daqu is the starter of Baijiu, it provides the microbes and enzymes necessary for fermentation. Studies have already established carbohydrate metabolism as the primary functional module in Daqu fermentation. The present study investigated the changes in microbial functions and the relationship between carbohydrate metabolism-related functional genes and extracellular enzyme activity during the Daqu fermentation. Amplicon sequencing identified 38 bacterial and 10 fungal phyla in Daqu samples, while shotgun metagenomic sequencing classified and annotated 40.66% of the individual features, of which 40.48% were prokaryotes. KEGG annotation showed that the pathways related to metabolites were less in the early fermentation stage, but higher in the middle and late stages. The functional genes related to pyruvate metabolism, glyoxylate and dicarboxylate metabolism, and propanoate metabolism were relatively high in the early and late stages of fermentation, while that for start and cross metabolism was relatively low. The study also found that amino sugar and nucleoside sugar metabolism were dominant in the middle stage of fermentation. Finally, the correlation network analysis showed that amylase activity positively correlated with many carbon metabolism-related pathways, while liquefaction activity negatively correlated with these pathways. In conclusion, the present study provides a theoretical basis for improving and stabilizing the quality of Daqu. MDPI 2022-11-13 /pmc/articles/PMC9689858/ /pubmed/36429214 http://dx.doi.org/10.3390/foods11223623 Text en © 2022 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
Zhang, Yu-Ting
Deng, Yu-Ke
Zou, Yong-Fang
Han, Bao-Lin
Pu, Ji-Zhou
Rao, Jia-Quan
Huang, Dan
Luo, Hui-Bo
Linking Microbial Functional Gene Abundance and Daqu Extracellular Enzyme Activity: Implications for Carbon Metabolism during Fermentation
title Linking Microbial Functional Gene Abundance and Daqu Extracellular Enzyme Activity: Implications for Carbon Metabolism during Fermentation
title_full Linking Microbial Functional Gene Abundance and Daqu Extracellular Enzyme Activity: Implications for Carbon Metabolism during Fermentation
title_fullStr Linking Microbial Functional Gene Abundance and Daqu Extracellular Enzyme Activity: Implications for Carbon Metabolism during Fermentation
title_full_unstemmed Linking Microbial Functional Gene Abundance and Daqu Extracellular Enzyme Activity: Implications for Carbon Metabolism during Fermentation
title_short Linking Microbial Functional Gene Abundance and Daqu Extracellular Enzyme Activity: Implications for Carbon Metabolism during Fermentation
title_sort linking microbial functional gene abundance and daqu extracellular enzyme activity: implications for carbon metabolism during fermentation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9689858/
https://www.ncbi.nlm.nih.gov/pubmed/36429214
http://dx.doi.org/10.3390/foods11223623
work_keys_str_mv AT zhangyuting linkingmicrobialfunctionalgeneabundanceanddaquextracellularenzymeactivityimplicationsforcarbonmetabolismduringfermentation
AT dengyuke linkingmicrobialfunctionalgeneabundanceanddaquextracellularenzymeactivityimplicationsforcarbonmetabolismduringfermentation
AT zouyongfang linkingmicrobialfunctionalgeneabundanceanddaquextracellularenzymeactivityimplicationsforcarbonmetabolismduringfermentation
AT hanbaolin linkingmicrobialfunctionalgeneabundanceanddaquextracellularenzymeactivityimplicationsforcarbonmetabolismduringfermentation
AT pujizhou linkingmicrobialfunctionalgeneabundanceanddaquextracellularenzymeactivityimplicationsforcarbonmetabolismduringfermentation
AT raojiaquan linkingmicrobialfunctionalgeneabundanceanddaquextracellularenzymeactivityimplicationsforcarbonmetabolismduringfermentation
AT huangdan linkingmicrobialfunctionalgeneabundanceanddaquextracellularenzymeactivityimplicationsforcarbonmetabolismduringfermentation
AT luohuibo linkingmicrobialfunctionalgeneabundanceanddaquextracellularenzymeactivityimplicationsforcarbonmetabolismduringfermentation