Cargando…

Amino Acids Drive the Deterministic Assembly Process of Fungal Community and Affect the Flavor Metabolites in Baijiu Fermentation

Nutrient fluctuation is ubiquitous in fermentation ecosystems. However, the microbial community assembly mechanism and metabolic characteristics in response to nutrient variation are still unclear. Here, we used Baijiu fermentation as a case example to study the responses of microbial community asse...

Descripción completa

Detalles Bibliográficos
Autores principales: Wei, Junlin, Lu, Jun, Nie, Yao, Li, Changwen, Du, Hai, Xu, Yan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Microbiology 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10100711/
https://www.ncbi.nlm.nih.gov/pubmed/36943039
http://dx.doi.org/10.1128/spectrum.02640-22
_version_ 1785025338235944960
author Wei, Junlin
Lu, Jun
Nie, Yao
Li, Changwen
Du, Hai
Xu, Yan
author_facet Wei, Junlin
Lu, Jun
Nie, Yao
Li, Changwen
Du, Hai
Xu, Yan
author_sort Wei, Junlin
collection PubMed
description Nutrient fluctuation is ubiquitous in fermentation ecosystems. However, the microbial community assembly mechanism and metabolic characteristics in response to nutrient variation are still unclear. Here, we used Baijiu fermentation as a case example to study the responses of microbial community assembly and metabolic characteristics to the variation of amino acids using high-throughput sequencing and metatranscriptomics analyses. We chose two fermentation groups (group A with low amino acid and group B with high amino acid contents). The two groups showed similar succession patterns in the bacterial community, whereas they showed different succession in the fungal community wherein Pichia was dominant in group A and Zygosaccharomyces was dominant in group B. The β-nearest taxon index (βNTI) revealed that bacterial community was randomly formed, whereas fungal community assembly was a deterministic process. Variance partitioning analysis and redundancy analysis revealed that amino acids showed the largest contribution to the fungal community (37.64%, P = 0.005) and were more tightly associated with it in group B. Further study revealed that serine was positively related to Zygosaccharomyces and promoted its growth and ethanol production. Metatranscriptomic analysis revealed that the differential metabolic pathways between the two groups mainly included carbohydrate metabolism and amino acid metabolism, which explained the differences of ethanol production and volatile metabolites (such as isoamylol, isobutanol, and 2-methyl-1-butanol). Then these metabolic pathways were constructed and related gene expression and active microorganisms were listed. Our study provides a systematical understanding of the roles of amino acids in both ecological maintenance and flavor metabolism in fermentation ecosystems. IMPORTANCE In spontaneous fermented foods production, nutrient fluctuation is a critical factor affecting microbial community assembly and metabolic function. Revealing the microbial community assembly mechanism and how it regulates its metabolic characteristics in response to nutrient variation is helpful to the management of the fermentation process. This study provides a systematical understanding of the effect of amino acids on the microbial community assembly and flavor metabolisms using Baijiu fermentation as a case example. The data of this study highlight the importance of the nutrient management in fermentation ecosystems.
format Online
Article
Text
id pubmed-10100711
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher American Society for Microbiology
record_format MEDLINE/PubMed
spelling pubmed-101007112023-04-14 Amino Acids Drive the Deterministic Assembly Process of Fungal Community and Affect the Flavor Metabolites in Baijiu Fermentation Wei, Junlin Lu, Jun Nie, Yao Li, Changwen Du, Hai Xu, Yan Microbiol Spectr Research Article Nutrient fluctuation is ubiquitous in fermentation ecosystems. However, the microbial community assembly mechanism and metabolic characteristics in response to nutrient variation are still unclear. Here, we used Baijiu fermentation as a case example to study the responses of microbial community assembly and metabolic characteristics to the variation of amino acids using high-throughput sequencing and metatranscriptomics analyses. We chose two fermentation groups (group A with low amino acid and group B with high amino acid contents). The two groups showed similar succession patterns in the bacterial community, whereas they showed different succession in the fungal community wherein Pichia was dominant in group A and Zygosaccharomyces was dominant in group B. The β-nearest taxon index (βNTI) revealed that bacterial community was randomly formed, whereas fungal community assembly was a deterministic process. Variance partitioning analysis and redundancy analysis revealed that amino acids showed the largest contribution to the fungal community (37.64%, P = 0.005) and were more tightly associated with it in group B. Further study revealed that serine was positively related to Zygosaccharomyces and promoted its growth and ethanol production. Metatranscriptomic analysis revealed that the differential metabolic pathways between the two groups mainly included carbohydrate metabolism and amino acid metabolism, which explained the differences of ethanol production and volatile metabolites (such as isoamylol, isobutanol, and 2-methyl-1-butanol). Then these metabolic pathways were constructed and related gene expression and active microorganisms were listed. Our study provides a systematical understanding of the roles of amino acids in both ecological maintenance and flavor metabolism in fermentation ecosystems. IMPORTANCE In spontaneous fermented foods production, nutrient fluctuation is a critical factor affecting microbial community assembly and metabolic function. Revealing the microbial community assembly mechanism and how it regulates its metabolic characteristics in response to nutrient variation is helpful to the management of the fermentation process. This study provides a systematical understanding of the effect of amino acids on the microbial community assembly and flavor metabolisms using Baijiu fermentation as a case example. The data of this study highlight the importance of the nutrient management in fermentation ecosystems. American Society for Microbiology 2023-03-21 /pmc/articles/PMC10100711/ /pubmed/36943039 http://dx.doi.org/10.1128/spectrum.02640-22 Text en Copyright © 2023 Wei et al. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Research Article
Wei, Junlin
Lu, Jun
Nie, Yao
Li, Changwen
Du, Hai
Xu, Yan
Amino Acids Drive the Deterministic Assembly Process of Fungal Community and Affect the Flavor Metabolites in Baijiu Fermentation
title Amino Acids Drive the Deterministic Assembly Process of Fungal Community and Affect the Flavor Metabolites in Baijiu Fermentation
title_full Amino Acids Drive the Deterministic Assembly Process of Fungal Community and Affect the Flavor Metabolites in Baijiu Fermentation
title_fullStr Amino Acids Drive the Deterministic Assembly Process of Fungal Community and Affect the Flavor Metabolites in Baijiu Fermentation
title_full_unstemmed Amino Acids Drive the Deterministic Assembly Process of Fungal Community and Affect the Flavor Metabolites in Baijiu Fermentation
title_short Amino Acids Drive the Deterministic Assembly Process of Fungal Community and Affect the Flavor Metabolites in Baijiu Fermentation
title_sort amino acids drive the deterministic assembly process of fungal community and affect the flavor metabolites in baijiu fermentation
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10100711/
https://www.ncbi.nlm.nih.gov/pubmed/36943039
http://dx.doi.org/10.1128/spectrum.02640-22
work_keys_str_mv AT weijunlin aminoacidsdrivethedeterministicassemblyprocessoffungalcommunityandaffecttheflavormetabolitesinbaijiufermentation
AT lujun aminoacidsdrivethedeterministicassemblyprocessoffungalcommunityandaffecttheflavormetabolitesinbaijiufermentation
AT nieyao aminoacidsdrivethedeterministicassemblyprocessoffungalcommunityandaffecttheflavormetabolitesinbaijiufermentation
AT lichangwen aminoacidsdrivethedeterministicassemblyprocessoffungalcommunityandaffecttheflavormetabolitesinbaijiufermentation
AT duhai aminoacidsdrivethedeterministicassemblyprocessoffungalcommunityandaffecttheflavormetabolitesinbaijiufermentation
AT xuyan aminoacidsdrivethedeterministicassemblyprocessoffungalcommunityandaffecttheflavormetabolitesinbaijiufermentation