研究报告

基于高通量测序解析浓香型大曲真菌群落结构及其与质量指标的关联性分析

  • 程伟 ,
  • 陈雪峰 ,
  • 陈兴杰 ,
  • 周端 ,
  • 付欢 ,
  • 薛锡佳 ,
  • 鹿静静 ,
  • 代森
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  • 1(陕西科技大学 食品与生物工程学院,陕西 西安,710021)
    2(安徽金种子酒业股份有限公司,安徽 阜阳,236023)
    3(陕西农产品加工技术研究院,陕西 西安,710021)
第一作者:博士研究生,高级工程师(陈雪峰教授为通信作者,E-mail:chenxf@ sust.edu.cn)

收稿日期: 2022-01-25

  修回日期: 2022-02-25

  网络出版日期: 2022-12-20

基金资助

2020年度阜阳市科技计划项目(FK2020-81136);2021年度安徽省“皖北产业创新团队”支持计划项目

Analysis of fungal community structure based on high-throughput sequencing and its correlation with quality indicators of strong-flavor Daqu

  • CHENG Wei ,
  • CHEN Xuefeng ,
  • CHEN Xingjie ,
  • ZHOU Duan ,
  • FU Huan ,
  • XUE Xijia ,
  • LU Jingjing ,
  • DAI Sen
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  • 1(School of Food and Biological Engineering, Shaanxi University of Science & Technology, Xi'an 710021, China)
    2(Jinzhongzi Distillery Co.Ltd., Fuyang 236023, China)
    3(Shaanxi Research Institute of Agricultural Product Processing Technology, Xi'an 710021, China)

Received date: 2022-01-25

  Revised date: 2022-02-25

  Online published: 2022-12-20

摘要

为明确不同地区浓香型大曲的真菌群落结构及其与质量指标的关联性,采用MiSeq高通量测序技术解析不同地区大曲曲皮与曲心的真菌群落结构,再分别检测其糖化力等7项质量指标,并进行真菌群落及其与质量指标的Spearman相关性分析。结果表明,不同地区浓香型大曲的曲皮共有真菌OTU为43个、曲心共有真菌OTU为47个,曲皮中的根霉(Rhizopus)、根毛霉(Rhizomucor)、布氏白粉菌(Blumeria)和散囊菌(Eurotium)为优势菌属,曲心中的嗜热菌(Thermomyces),散囊菌(Eurotium)和嗜热子囊菌(Thermoascus)为优势菌属,其丰度占比均在10%以上。相关性分析表明,嗜热菌(Thermomyces)与水分呈极显著正相关,被孢霉(Mortierella)与还原糖呈极显著正相关,根霉(Rhizopus)、匍柄霉(Stamphylium)和链格孢属(Alternaria)与糖化力呈显著正相关,罗萨氏菌(Rasamsonia)与酯化力呈显著正相关。该研究对大曲微生物组信息扩充具有一定的参考价值。

本文引用格式

程伟 , 陈雪峰 , 陈兴杰 , 周端 , 付欢 , 薛锡佳 , 鹿静静 , 代森 . 基于高通量测序解析浓香型大曲真菌群落结构及其与质量指标的关联性分析[J]. 食品与发酵工业, 2022 , 48(22) : 194 -200 . DOI: 10.13995/j.cnki.11-1802/ts.030854

Abstract

In order to clarify the fungal community structure of strong-flavor Daqu from different regions and its correlation with quality indicators, MiSeq high-throughput sequencing was used to analyze the fungal community structure in surface and inner parts of Daqu from different regions. Saccharification capacity and other quality indicators were detected, and Spearman correlation analysis of fungal community and its quality indicators was taken. The results showed there were 43 fungal operational taxonomic units(OTUs)in common between surface samples, 47 fungal OTUs in inner samples. Rhizopus, Rhizomucor, Blumeria, and Eurotium were the dominant genera in surface samples. While, Thermomyces, Eurotium, and Thermoascus were the dominant genera in inner samples, and their abundances were all account for more than 10%. The correlation analysis showed that there was a significant positive correlation between Thermomyces and moisture, Mortierella and reducing sugar. Rhizopus, Stamphylium and Alternaria were significantly positively correlated with saccharification capacity, and Rasamsonia was significantly positively correlated with esterification capacity. This study has certain reference value for the expansion of Daqu microbiome information.

参考文献

[1] 李斌, 闫志鹏, 李慧星, 等.基于高通量测序技术的浓香型和芝麻香型白酒酒曲细菌群落结构分析[J].中国酿造, 2018, 37(8):148-152.
LI B, YAN Z P, LI H X, et al. Bacterial community structure analysis of strong-flavor and sesame-flavor Baijiu Jiuqu based on high-throughput sequencing technology[J].China Brewing, 2018, 37(8):148-152.
[2] FAN W L, XU Y, ZHANG Y H.Characterization of pyrazines in some Chinese liquors and their approximate concentrations[J].Journal of Agricultural and Food Chemistry, 2007, 55(24):9 956-9 962.
[3] 康承霞, 张宿义, 马蓉, 等.浓香型白酒大曲微生物研究进展[J].酿酒科技, 2017(5):88-92.
KANG C X, ZHANG S Y, MA R, et al.Research progress in Daqu microbes of Nongxiang Baijiu[J].Liquor-Making Science & Technology, 2017(5):88-92.
[4] 施思, 彭智辅, 乔宗伟, 等.浓香型大曲贮藏过程中糖化力发酵力变化及真菌多样性分析[J].食品与发酵工业, 2017, 43(5):76-79.
SHI S, PENG Z F, QIAO Z W, et al.Analysis of the change of saccharifying power and fermenting power for Luzhou-flavor Daqu and their fungal diversity during storage[J].Food and Fermentation In- dustries, 2017, 43(5):76-79.
[5] YANG J G, DOU X, HAN P J, et al.Microbial diversity in Daqu during production of Luzhou flavored liquor[J].Journal of the American Society of Brewing Chemists, 2017, 75(2):136-144.
[6] 柳习月, 朱琪, 杨帆, 等.多组学解析酱香型大曲风味物质的形成[J].食品与发酵工业, 2021, 47(22):35-41.
LIU X Y, ZHU Q, YANG F, et al.Multi-omics reveal the formation of flavor compounds in sauce-flavor Daqu [J].Food and Fermentation Industries, 2021, 47(22):35-41.
[7] 戴奕杰, 李宗军, 田志强. 酱香型白酒大曲和糟醅的真菌多样性分析[J].现代食品科技, 2018, 34(7):97-104.
DAI Y J, LI Z J, TIAN Z Q.Analysis of Maotai-flavor Daqu and fungal diversity of fermented grains[J].Modern Food Science & Technology, 2018, 34(7):97-104.
[8] 陈蒙恩, 赵聪, 韩素娜, 等.基于高通量测序的陶融型大曲微生物群落结构分析[J]. 食品科学, 2021, 42(8):106-113.
CHEN M E, ZHAO C, HAN S N, et al.High-throughput sequen- cing reveals the microbial community structure in Taorong-type Daqu [J].Food Science, 2021, 42(8):106-113.
[9] 向慧平,林宜锦,关统伟,等.四川浓香型大曲生产中酵母菌、芽孢杆菌与工艺指标的关联性分析[J].食品科学, 2020, 41(2):196-201.
XIANG H P, LIN Y J, GUAN T W, et al.Diversities of culturable yeast and Bacillus and their relationship with process parameters dur- ing the production of Sichuan Luzhou-flavor Daqu [J].Food Sci- ence, 2020, 41(2):196-201.
[10] 李丹宇.浓香型大曲制备过程中理化指标及微生物群落演替规律的研究[D].自贡:四川理工学院, 2013.
LI D Y. The study on the succession law of physicochemical index and microbial community in the preparation of Luzhou-flavor Daqu [D]. Zigong: Sichuan University of Science & Engineering, 2013.
[11] DE LIPTHAY J R, ENZINGER C, JOHNSEN K, et al.Impact of DNA extraction method on bacterial community composition meas- ured by denaturing gradient gel electrophoresis[J].Soil Biology & Biochemistry, 2004, 36(10):1 607-1 614.
[12] 吴树坤, 谢军, 卫春会, 等.四川不同地区浓香型大曲微生物群落结构比较[J].食品科学, 2019, 40(14):144-152.
WU S K, XIE J, WEI C H, et al.Comparison of microbial community structure of starter cultures(Daqu)for Luzhou-flavor liquor in differ- ent regions of Sichuan[J].Food Science, 2019, 40(14):144-152.
[13] 任爱容, 黄永光.茅台镇不同主酿区域酱香型白酒酿造大曲中细菌菌群结构分析[J].食品科学, 2021, 42(4):167-174.
REN A R, HUANG Y G.Analysis of bacterial community structure in Daqu of Maotai-flavor liquor in different main brewing regions in Maotai town[J].Food Science, 2021, 42(4):167-174.
[14] 周森, 王成, 朱绍宾, 等.基于高通量测序技术分析浓香型白酒大曲真菌菌群多样性[J].中国酿造, 2021, 40(11):55-59.
ZHOU S, WANG C, ZHU S B, et al.Fungal community diversity of strong-flavor Baijiu Daqu based on high-throughput sequencing technology[J].China Brewing, 2021, 40(11):55-59.
[15] SCHLOSS P D, GEVERS D, WESTCOTT S L.Reducing the effects of PCR amplification and sequencing artifacts on 16S rRNA- based studies[J].PLoS One, 2011, 6(12):e27310.
[16] SCHMIDT T S B, MATIAS RODRIGUES J F, VON MERING C. Limits to robustness and reproducibility in the demarcation of opera- tional taxonomic units[J].Environmental Microbiology, 2015, 17(5):1 689-1 706.
[17] 张会敏, 王杰, 何宏魁, 等.利用非培养技术初步解析古井贡酒大曲真核微生物群落结构[J].食品工业, 2014, 35(6):158-162.
ZHANG H M, WANG J, HE H K, et al. Preliminary analysis on eukaryotic bacterial communities in Gujinggong Daqu through culture-free approaches[J].The Food Industry, 2014, 35(6):158-162.
[18] 王世伟, 王卿惠, 芦利军, 等.白酒酿造微生物多样性, 酶系与风味物质形成的研究进展[J].农业生物技术学报, 2017, 25(12):2 038-2 051.
WANG S W, WANG Q H, LU L J, et al.Research progress of the microbial diversity, enzyme system and formation of flavor com- pounds in Chinese flavor liquor[J].Journal of Agricultural Biotech- nology, 2017, 25(12):2 038-2 051.
[19] 冯佳婷, 陆震鸣, 时伟, 等.不同培养温度对大曲微生物群落结构, 酶活及挥发性化合物的影响[J].应用与环境生物学报, 2021, 27(3):760-767.
FENG J T, LU Z M, SHI W, et al.Effects of different culture tem- peratures on microbial community structure, enzyme activity, and volatile compounds in Daqu [J].Chinese Journal of Applied and Environmental Biology, 2021, 27(3):760-767.
[20] 王薇, 吴群, 徐岩.清香型白酒固态酿造过程中酵母种群结构和多样性分析[J].微生物学通报, 2012, 39(9):1 272-1 279.
WANG W, WU Q, XU Y.Identification and analysis of yeast com- munity structure in Chinese light-style liquor brewing process[J].Microbiology China, 2012, 39(9):1 272-1 279.
[21] 郭锦宁, 刘幼强, 何松贵, 等.米根霉麸曲提高豉香型白酒中乳酸乙酯的含量[J].现代食品科技, 2021, 37(8):84-90.
GUO J N, LIU Y Q, HE S G, et al.Application of Rhizopus oryzae bran koji to increase ethyl lactate content in Chi-flavor Baijiu[J].Modern Food Science and Technology, 2021, 37(8):84-90.
[22] 夏玙, 罗惠波, 周平, 等.不同处理方式的大曲真菌群落差异分析[J].食品科学, 2018, 39(22):166-172.
XIA Y, LUO H B, ZHOU P, et al.Comparison of fungal communities in Daqu with different treatments[J].Food Science, 2018, 39(22):166-172.
[23] 王鹏, 吴群, 徐岩.中国白酒发酵过程中的核心微生物群及其与环境因子的关系[J].微生物学报, 2018, 58(1):142-153.
WANG P, WU Q, XU Y.Core microbiota in Chinese liquor fermentation and associations with environmental factors[J].Acta Microbiologica Sinica, 2018, 58(1):142-153.
[24] 杨勇,李燕荣,姜雷,等.中高温大曲曲块部位间生化指标的差异及变化规律[J].食品与发酵工业, 2019, 45(19):73-78.
YANG Y, LI Y R, JIANG L, et al.Study on the difference and change regulation of biochemical indices between parts of medium and high temperature Daqu[J].Food and Fermentation Industries, 2019, 45(19):73-78.
[25] ZHENG X W, TABRIZI M R, NOUT M J R, et al.Daqu-A tradi-tional Chinese liquor fermentation starter[J].Journal of the Institu- te of Brewing, 2011, 117(1):82-90.
[26] 霍颖玙, 赵娟, 李宪德, 等.丝状真菌改善强化曲品质的研究[J].酿酒科技, 2020, 308(2):47-54.
HUO Y Y, ZHAO J, LI X D, et al.Study on improving the quality of strengthened Daqu with filamentous fungi[J].Liquor-Making Science & Technology, 2020(2):47-54.
[27] ALGINA J, & KESELMAN H J.Comparing squared multiple corre- lation coefficients:Examination of a confidence interval and a test significance[J].Psychological Methods, 1999, 4(1):76-83.
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