Correlation analysis of dominant bacteria and differential metabolites in sauce-flavor Baijiu collected from different fermentation cycles

  • LIU Hongji ,
  • YU Yougui ,
  • WU Qiang ,
  • ZHANG Xu ,
  • WAN Yong ,
  • XIONG Xiang ,
  • YANG Zhilong ,
  • TAN Wenjun
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  • 1(College of Food and Chemical Engineering, Shaoyang University, Shaoyang 422000, China)
    2(Key Laboratory of Hunan Provincial University for New Technology and Application of Ecological Brewing, Shaoyang 422000, China)
    3(Hunan Xiangjiao Wine Industry Co.Ltd., Shaoyang 422000, China)

Received date: 2023-03-04

  Revised date: 2023-03-23

  Online published: 2023-08-30

Abstract

To investigate the structural characteristics of the dominant bacterial community and its correlation with the main differential metabolites in sauce-flavor Baijiu, 16S rRNA and GC-MS non-targeted metabolomics combined with multivariate statistical analysis were used to determine and compare the bacterial composition and differential metabolites among 30 fermented grains collected from different fermentation cycles. Results showed that 74 differential metabolites among them were screed out. They were classified as organic oxygen compounds, carboxylic acids and derivatives, and fatty acyl compounds. Additionally, five of the eight dominant bacterial genera, particularly such as Lactobacillus, Kroppenstedtia, and Sphingomonas, played a synergistic role in key metabolic pathways including ABC transport protein metabolism, starch and sucrose metabolism, pentose phosphate pathway, and the mutual transformation of pentose and glucose esters. This study can clarify the community composition of dominant microorganisms sauce-flavor Baijiu collected from different fermentation cycle and clear their interrelationship with the major differential metabolites, which provide a theoretical basis for artificially improving the fermentation microecology and targeting characteristic metabolite production during sauce-flavor Baijiu brewing.

Cite this article

LIU Hongji , YU Yougui , WU Qiang , ZHANG Xu , WAN Yong , XIONG Xiang , YANG Zhilong , TAN Wenjun . Correlation analysis of dominant bacteria and differential metabolites in sauce-flavor Baijiu collected from different fermentation cycles[J]. Food and Fermentation Industries, 2023 , 49(14) : 193 -198 . DOI: 10.13995/j.cnki.11-1802/ts.035367

References

[1] 尚柯. 酱香型白酒高温堆积工艺机理的初步研究. 乌鲁木齐: 新疆农业大学, 2016.
SHANG K. The preliminary study on the high-temperature stacking mechanism of Moutai-flavor liquor. Urumqi: Xinjiang Agricultural University, 2016.
[2] 余乾伟. 传统白酒酿造技术[M].北京:中国轻工业出版社, 2017.
YU Q W.Traditional Liquor Brewing Technology[M].Beijing:China Light Industry Press, 2017.
[3] 沈怡方. 白酒生产技术全书[M].北京:中国轻工业出版社, 1998.
SHEN Y F.The Complete Book of Liquor Production Technology[M].Beijing:China Light Industry Press, 1998.
[4] 崔利, 杨大金.提高酱香型大曲酒风格质量几个关键环节的探讨[J].酿酒, 1988,15(2):32-33;45.
CUI L, YANG D J. Discussion on several key links to improve the style and quality of Maotai-flavor Daqu liquor. Liquor Making, 1988, 15(2):32-33;45.
[5] 吴成, 程平言, 谢丹, 等.酱香型白酒4轮次堆积发酵理化因子、风味物质与微生物群落相关性分析[J].食品科学, 2023, 44(2):240-247.
WU C, CHENG P Y, XIE D, et al.Correlation analysis among physicochemical parameters,flavor compounds and microbial community during fourth round of heap fermentation of Jiang-flavor Baijiu[J].Food Science, 2023, 44(2):240-247.
[6] 麻颖垚, 胡萍, 孙利林, 等.宏基因组学分析酱香型白酒窖内发酵优势菌与代谢功能的相关性[J].现代食品科技, 2020, 36(6):128-136.
MA Y Y, HU P, SUN L L, et al.Metagenomics analyze the relationship between the dominant bacteria and fungi and metabolism function in the pit fermentation of Maotai-flavor liquor[J].Modern Food Science and Technology, 2020, 36(6):128-136.
[7] NOSSA C W, OBERDORF W E, YANG L Y, et al. Design of 16S rRNA gene primers for 454 pyrosequencing of the human foregut microbiome. World Journal of Gastroenterology, 2010, 16(33):4 135-4 144.
[8] CALLAHAN B J, MCMURDIE P J, ROSEN M J, et al.DADA2:High-resolution sample inference from Illumina amplicon data[J].Nature Methods, 2016, 13(7):581-583.
[9] BOLYEN E, RIDEOUT J R, DILLON M R, et al.Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2[J].Nature Biotechnology, 2019, 37(8):852-857.
[10] 王欢, 席德州, 黄永光, 等.酱香型白酒机械化酿造不同轮次堆积发酵细菌菌群结构多样性分析[J].食品科学, 2020, 41(2):188-195.
WANG H, XI D Z, HUANG Y G, et al.Bacterial community structure and diversity in different stacking fermentation rounds in mechanized Maotai-flavor liquor brewing[J].Food Science, 2020, 41(2):188-195.
[11] 王琳, 胡小霞, 黄永光.茅台镇酱香型白酒不同生产轮次酿造环境的细菌菌群结构特征[J].食品科学, 2021, 42(22):185-192.
WANG L, HU X X, HUANG Y G, et al.Characteristics of bacterial microflora structure in environmental samples from different rounds of Maotai-flavor liquor fermentation in Maotai town[J].Food Science, 2021, 42(22):185-192.
[12] 姚粟,葛媛媛,李辉,等. 利用非培养技术研究芝麻香型白酒高温大曲的细菌群落多样性. 食品与发酵工业, 2012, 38(6): 1-6.
YAO S,GE Y Y,LI H,et al. Analysis on bacterial communities in high temperature Daqu of sesame flavor liquor through culture-free approach. Food and Fermentation Industries, 2012, 38(6): 1-6.
[13] 吴徐建. 酱香型白酒固态发酵过程中酵母与细菌群落结构变化规律的研究[D].无锡:江南大学, 2013.
WU X J.Diversity and dynamics of yeasts and bacteria during the solid state fermentative process contributing to Chinese Maotai-flavor liquor making[D].Wuxi: Jiangnan University, 2013.
[14] ZHANG H X, WANG L, WANG H Y, et al.Effects of initial temperature on microbial community succession rate and volatile flavors during Baijiu fermentation process[J].Food Research International, 2021, 141:109887.
[15] 夏凯, 朱军莉, 梁新乐.醋酸菌耐酸机理及其群体感应研究新进展[J].微生物学报, 2017, 57(3):321-332.
XIA K, ZHU J L, LIANG L. Advances in acid resistant mechanism of acetic acid bacteria and related quorum sensing system. Acta Microbiologica Sinica, 2017, 57(3):321-332.
[16] WANG W H, XU Y Q, HUANG H Q, et al.Correlation between microbial communities and flavor compounds during the fifth and sixth rounds of sauce-flavor baijiu fermentation[J].Food Research International, 2021, 150:110741.
[17] SRIANTA I, RISTIARINI S, NUGERAHANI I, et al.Recent research and development of Monascus fermentation products[J].International Food Research Journal, 2014, 21(1):1-12.
[18] 沈毅, 程伟, 邓小波, 等.酱香高温大曲、酒醅和窖泥的真菌多样性分析[J].酿酒科技, 2019(3):17-23.
SHEN Y, CHENG W, DENG X B, et al.Fungal diversity in high-temperature Jiangxiang daqu,fermented grains and pit mud[J].Liquor-Making Science & Technology, 2019(3):17-23.
[19] SANTOS J L P, SAMAPUNDO S, GÜLAY S M, et al.Inter-and intra-species variability in heat resistance and the effect of heat treatment intensity on subsequent growth of Byssochlamys fulva and Byssochlamys nivea[J].International journal of food microbiology, 2018, 279:80-87.
[20] SCHUERG T, PRAHL J P, GABRIEL R, et al.Xylose induces cellulase production in Thermoascus aurantiacus[J].Biotechnology for Biofuels, 2017, 10:271.
[21] 母应春, 姜丽, 苏伟.应用Illumina高通量测序技术分析3种酒曲中微生物多样性[J].食品科学, 2019, 40(14):115-122.
MU Y C, JIANG L, SU W.Analysis of microbial diversity in three rice wine kojis by Illumina high-throughput sequencing[J].Food Science, 2019, 40(14):115-122.
[22] 白钰琨, 廖博曦, 孙昭, 等.酿酒酵母固态发酵的精准调控技术研究[J/OL].食品与发酵工业, 2023. DOI:10.13995/j.cnki.11-1802/ts.033943.
BAI Y K, LIAO B X, SUN Z, et al.Precise regulation technology for Saccharomyces cerevisiae solid-state fermentation[J/OL].Food and Fermentation Industries, 2023. DOI:10.13995/j.cnki.11-1802/ts.033943.
[23] SU Y K, ZHANG J, XU Z C, et al.Integrative analysis of metabolome and transcriptome reveals the mechanism of color formation in white root (Salvia miltiorrhiza)[J].Industrial Crops and Products, 2021, 170:113784.
[24] HU X, SHI Y, ZHANG P, et al.D-mannose:Properties, production, and applications:An overview[J].Comprehensive Reviews in Food Science and Food Safety, 2016, 15(4):773-785.
[25] 范文来, 徐岩.酒类风味化学[M].北京:中国轻工业出版社, 2020:8.
FAN W L, XU Y.Liquor Flavor Chemistry[M].Beijing:China Light Industry Press, 2020:8.
[26] 何迎粉, 何荣荣, 刘敦华, 等.海藻糖与酿酒酵母乙醇耐受性相关性的研究进展[J].中国酿造, 2020, 39(11):1-4.
HE Y F, HE R R, LIU D H, et al.Correlation between trehalose and ethanol tolerance in Saccharomyces cerevisiae[J].China Brewing, 2020, 39(11):1-4.
[27] KONG L C, TAP J, ARON-WISNEWSKY J, et al.Gut microbiota after gastric bypass in human obesity:increased richness and associations of bacterial genera with adipose tissue genes[J].The American Journal of Clinical Nutrition, 2013, 98(1):16-24.
[28] SCHWAB C, BERRY D, RAUCH I, et al.Longitudinal study of murine microbiota activity and interactions with the host during acute inflammation and recovery[J].The ISME Journal, 2014, 8(5):1 101-1 114.
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