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Wang Y, Fei Y, Tao Y, He X. Assembly mechanisms and function features of prokaryotic communities in artificial pit mud related to soil type and inoculum. Int J Food Microbiol 2025; 439:111232. [PMID: 40344956 DOI: 10.1016/j.ijfoodmicro.2025.111232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2024] [Revised: 04/28/2025] [Accepted: 04/29/2025] [Indexed: 05/11/2025]
Abstract
The prokaryotic community of artificial pit mud (APM), which is manufactured using fresh soil as the raw material, pit mud (PM) as the inoculum, and yellow water (YW) as the nutrient source, significantly affect the quality of strong-flavor Baijiu. Here, the APM assembly mechanisms and function features under the different treatments were explored by microcosmic experiments. The results revealed that the soil type could directly influence the APM physicochemical properties, and the inoculum mainly affected the typical organic acids. Microbial analyses revealed that the influence of soil type (22.69 %) and inoculum (20.60 %) on the APM prokaryotic community was greater than that of YW nutrient (7.50 %). Among them, black soil was more conducive to the stability, compactness, and modularization tendency of the co-occurrence network, compared to loess soil. Assembly model showed that most APMs predominantly relied on the stochastic process (|βNTI| ≤ 2), and black soil might facilitate the balance of the stochastic and deterministic processes. Metabolism annotation unveiled that new PM inoculum stimulated lipopolysaccharide biosynthesis, sphingolipid metabolism and lysosome, affecting the stability of APM individual microorganism compared to old PM inoculum. The environmental adaptation revealed that old PM inoculum, black soil, and YW nutrient contributed to the broader environmental thresholds, enhancing the APM adaptability to diverse feedstock environments. These findings could provide valuable insights into standardizing APM in the future.
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Affiliation(s)
- Yan Wang
- CAS Key Laboratory of Environmental and Applied Microbiology, Environmental Microbiology Key Laboratory of Sichuan Province, Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu 610213, China
| | - Yalan Fei
- CAS Key Laboratory of Environmental and Applied Microbiology, Environmental Microbiology Key Laboratory of Sichuan Province, Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu 610213, China
| | - Yong Tao
- CAS Key Laboratory of Environmental and Applied Microbiology, Environmental Microbiology Key Laboratory of Sichuan Province, Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu 610213, China; Sichuan Jiannanchun Group Co. Ltd., Mianzhu 618200, China.
| | - Xiaohong He
- CAS Key Laboratory of Environmental and Applied Microbiology, Environmental Microbiology Key Laboratory of Sichuan Province, Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu 610213, China
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Li Z, Zhao C, Mao Z, Zhang F, Dong L, Song C, Chen Y, Fu X, Ao Z, Xiong Y, Hui Q, Song W, Penttinen P, Zhang S. Structure and metabolic function of spatiotemporal pit mud microbiome. ENVIRONMENTAL MICROBIOME 2025; 20:10. [PMID: 39833926 PMCID: PMC11748504 DOI: 10.1186/s40793-025-00668-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Accepted: 01/07/2025] [Indexed: 01/22/2025]
Abstract
BACKGROUND Pit mud (PM) hosts diverse microbial communities, which serve as a medium to impart flavor and quality to Baijiu and exhibit long-term tolerance to ethanol and acids, resulting in a unique ecosystem. However, the ecology and metabolic functions of PM remain poorly understood, as many taxa in PM represent largely novel lineages. In this study, we used a combination of metagenomic analysis and chemical derivatization LC-MS analysis to provide a comprehensive overview of microbial community structure, metabolic function, phylogeny, horizontal gene transfer, and the relationship with carboxyl compounds in spatiotemporal PM samples. RESULTS Our findings revealed three distinct stages in the spatiotemporal changes of prokaryotic communities in PM: an initial phase dominated by Lactobacillus, a transitional phase, and a final state of equilibrium. Significant variations in α- and β-diversity were observed across different spatial and temporal PM samples. We identified 178 medium- and high-quality non-redundant metagenome-assembled genomes (MAGs), and constructed their phylogenetic tree, depicting their roles in the carbon, nitrogen, and sulfur cycles. The Wood-Ljungdahl pathway and reverse TCA cycle were identified as the main carbon fixation mechanisms, with both hydrogenotrophic and aceticlastic methanogens playing a major role in methane production, and methylotrophic pathway observed in older PM. Furthermore, we identified relationships between prokaryotes and 29 carboxyl metabolites, including medium- and long-chain fatty acids. Horizontal gene transfer (HGT) was widespread in PM, particularly among clostridia, Bacteroidota, Bacilli, and Euryarchaeota, and was shown to play critical roles in fermentation dynamics, carbon fixation, methane production, and nitrogen and sulfur metabolism. CONCLUSION Our study provides new insights into the evolution and function of spatiotemporal PM, as well as its interactions with carboxyl metabolites. Lactobacillus dominated in new PM, while methanogens and clostridia were predominant in older or deeper PM layers. The three distinct stages of prokaryotic community development in PM and HGT played critical roles in metabolic function of spatiotemporal PM. Furthermore, this study highlights the importance of α-diversity, β-diversity, methanogens, and Clostridium as useful indicators for assessing PM quality in the production of high-quality Baijiu.
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Affiliation(s)
- Zhihua Li
- Institute of Agro-Products Processing Science and Technology, Sichuan Academy of Agricultural Sciences, Chengdu, 610066, Sichuan, China.
- Luzhou Laojiao Co., Ltd., Luzhou, 646000, China.
- National Engineering Research Center of Solid-State Brewing, Luzhou, 646000, China.
| | - Chi Zhao
- Institute of Agro-Products Processing Science and Technology, Sichuan Academy of Agricultural Sciences, Chengdu, 610066, Sichuan, China
| | - Zhenyu Mao
- Luzhou Laojiao Co., Ltd., Luzhou, 646000, China
- National Engineering Research Center of Solid-State Brewing, Luzhou, 646000, China
| | - Fengju Zhang
- Institute of Agro-Products Processing Science and Technology, Sichuan Academy of Agricultural Sciences, Chengdu, 610066, Sichuan, China
| | - Ling Dong
- Institute of Agro-Products Processing Science and Technology, Sichuan Academy of Agricultural Sciences, Chengdu, 610066, Sichuan, China
| | - Chuan Song
- Luzhou Laojiao Co., Ltd., Luzhou, 646000, China
- National Engineering Research Center of Solid-State Brewing, Luzhou, 646000, China
| | - Yao Chen
- Luzhou Laojiao Co., Ltd., Luzhou, 646000, China
- National Engineering Research Center of Solid-State Brewing, Luzhou, 646000, China
| | - Xin Fu
- Luzhou Laojiao Co., Ltd., Luzhou, 646000, China
- National Engineering Research Center of Solid-State Brewing, Luzhou, 646000, China
| | - Zonghua Ao
- Luzhou Laojiao Co., Ltd., Luzhou, 646000, China
- National Engineering Research Center of Solid-State Brewing, Luzhou, 646000, China
| | - Yanfei Xiong
- Luzhou Laojiao Co., Ltd., Luzhou, 646000, China
- National Engineering Research Center of Solid-State Brewing, Luzhou, 646000, China
| | - Qin Hui
- Luzhou Laojiao Co., Ltd., Luzhou, 646000, China
- National Engineering Research Center of Solid-State Brewing, Luzhou, 646000, China
| | - Weizhi Song
- Department of Ocean Science, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong, China
| | - Petri Penttinen
- College of Resources, Sichuan Agricultural University, Chengdu, 611130, China
- Faculty of Agriculture and Forestry, University of Helsinki, 00014, Helsinki, Finland
| | - Suyi Zhang
- Luzhou Laojiao Co., Ltd., Luzhou, 646000, China.
- National Engineering Research Center of Solid-State Brewing, Luzhou, 646000, China.
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Shoubao Y, Yonglei J, Qi Z, Shunchang P, Cuie S. Bacterial diversity associated with volatile compound accumulation in pit mud of Chinese strong-flavor baijiu pit. AMB Express 2023; 13:3. [PMID: 36609631 PMCID: PMC9825687 DOI: 10.1186/s13568-023-01508-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 01/01/2023] [Indexed: 01/09/2023] Open
Abstract
Pit mud quality is a key parameter that impacts the quality of Chinese strong-flavor Baijiu production.This study was developed to explore spatial bacterial community distributions and the relationships between these distributions and the volatile compound accumulation within the pit mud used in the production of Chinese strong-flavor Baijiu. The results revealed Lactobacillus pasteurii and Limnochorda pilosa were found to be the dominant bacteria present in the upper wall, middle wall, and bottom pit mud layers, whereas the Clostridium genus was detectable at high levels in the lower layer of the pit wall and played a role in contributing to the overall aroma and flavor compounds in produced Chinese strong-flavor Baijiu, with Clostridium abundance being strongly correlated with caproic acid, ethyl caproate, ethyl butyrate, and hexanol levels as well as moderately correlated with butyric acid levels. The abundance of the Lactobacillus genus was positively correlated with levels of ethyl lactate, 1-butanol, and 2,3-butanediol. Limnochorda pilosa was closely associated with ethyl acetate levels. Additionally, the correlations between bacterial communities and chemical properties also investigated, and the results demonstrated PO43-, total carbon, K+, humus, NH4+-N, and Mg2+ levels significantly affected the bacterial community structure of pit mud, and they were positively correlated with the relative abundance of Clostridium. Together, these findings can serve as a foundation for future studies exploring the mechanisms whereby volatile compounds accumulate in different pit mud layers, which facilitates the fermentation regulation and pit mud quality improvement of Chinese strong-flavor Baijiu.
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Affiliation(s)
- Yan Shoubao
- grid.464320.70000 0004 1763 3613Department of biology engineering, Huainan Normal University, Huainan, 232038 Anhui China
| | - Jia Yonglei
- grid.412605.40000 0004 1798 1351Liquor Making Biotechnology and Application Key Laboratory of Sichuan Province, Sichuan University of Science & Engineering, Yibin, 644000 China
| | - Zhang Qi
- grid.464320.70000 0004 1763 3613Department of biology engineering, Huainan Normal University, Huainan, 232038 Anhui China
| | - Pu Shunchang
- Department of biology and food engineering, Bozhou University, Bozhou, 236800 China
| | - Shi Cuie
- grid.464320.70000 0004 1763 3613Department of biology engineering, Huainan Normal University, Huainan, 232038 Anhui China
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Li J, Sun H, Wang Q, Cai Y, Shi Z, Jia J, Zheng L, Jiang R, Gao L. Microbial community spatial structures in Luzhou-flavored liquor pit muds with different brewing materials. PeerJ 2022; 10:e12987. [PMID: 35282287 PMCID: PMC8916025 DOI: 10.7717/peerj.12987] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Accepted: 02/01/2022] [Indexed: 01/11/2023] Open
Abstract
Background Although studies have shown that Bacteroidetes, Clostridiales, and Lactobacillales are the main components of the microbial community in pit mud during the brewing of Luzhou-flavored liquor, little is known about the effect of brewing materials on spatial structures of this microbiome. Methods High-throughput sequencing of the V4-V5 region of prokaryotic 16S rRNA gene was performed to analyze the microbial community diversity and spatial heterogeneity in Luzhou-flavored liquor pit muds with different brewing ingredients. The structural characteristics and heterogeneous spatial distribution of the pit mud microbial communities were examined using bioinformatics and multivariate statistical analysis methods. Results Our results showed that Euryarchaeota, Actinobacteria, Bacteroidetes, Chlorobi, Chloroflexi, Firmicutes, Proteobacteria, Synergistetes, Tenericutes, and WWE1 were the dominant phyla in the pit mud microbiome. The Shannon and Simpson indices of the pit mud microbiome with three grains (M3G) in the upper layer were significantly lower than those in middle layer and bottom, whereas those of the pit mud microbiome with five grains (M5G) in bottom were significantly lower than those in middle layer (p < 0.05). There were significant differences in the microbial community compositions between the pit muds with different brewing ingredients and locations in the same pit (p < 0.05). T78 of Anaerolinaceae, Butyrivibrio, Dehalobacter_Syntrophobotulus, Desulfosporosinus, Asteroleplasma, and vadinCA02 of Synergistaceae were significantly enriched in M3G, whereas Prevotella, Vagococcus, Caldicoprobacter, Butyrivibrio, Coprococcus, Dorea, Sporanaerobacter, Tepidimicrobium, TissierellaSoehngenia, RFN20 of Erysipelotrichaceae, Sutterella, 125ds10 of Alteromonadales, Vibrio, and Sphaerochaeta were significantly enriched in M5G. This study provides a theoretical basis for exploring the influence of brewing ingredients in pit muds on the production of Luzhou-flavored liquor and the specific influence of pit mud microorganisms in different locations on liquor production.
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Affiliation(s)
- Jinjin Li
- School of Life Sciences, Qilu Normal University, Jinan, Shandong, China
| | - Hongzhao Sun
- School of Life Sciences, Qilu Normal University, Jinan, Shandong, China
| | - Qian Wang
- Jinan High-Tech Zone Experimental Middle School, Jinan, Shandong, China
| | - Yunfei Cai
- School of Life Sciences, Qilu Normal University, Jinan, Shandong, China
| | - Zhu Shi
- School of Life Sciences, Qilu Normal University, Jinan, Shandong, China
| | - Jianlei Jia
- School of Life Sciences, Qilu Normal University, Jinan, Shandong, China
| | - Lei Zheng
- Shandong Baimai Spring Wine Co., Ltd, Jinan, Shandong, China
| | - Ru Jiang
- Shandong Yinlu Food Co., Ltd, Jinan, Shandong, China
| | - Lingmei Gao
- School of Life Sciences, Qilu Normal University, Jinan, Shandong, China
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Cai W, Xue Y, Tang F, Wang Y, Yang S, Liu W, Hou Q, Yang X, Guo Z, Shan C. The Depth-Depended Fungal Diversity and Non-depth-Depended Aroma Profiles of Pit Mud for Strong-Flavor Baijiu. Front Microbiol 2022; 12:789845. [PMID: 35069486 PMCID: PMC8770870 DOI: 10.3389/fmicb.2021.789845] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 12/03/2021] [Indexed: 01/09/2023] Open
Abstract
Microorganisms in pit mud are the essential factor determining the style of strong flavor Baijiu. The spatial distribution characteristics of fungal communities and aroma in the pit mud for strong flavor Baijiu from Xinjiang, China, were investigated using Illumina MiSeq high-throughput sequencing and electronic nose technology. A total of 138 fungal genera affiliated with 10 fungal phyla were identified from 27 pit mud samples; of these, Saccharomycopsis, Aspergillus, and Apiotrichum were the core fungal communities, and Aspergillus and Apiotrichum were the hubs that maintain the structural stability of fungal communities in pit mud. The fungal richness and diversity, as well as aroma of pit mud, showed no significant spatial heterogeneity, but divergences in pit mud at different depths were mainly in pH, total acid, and high abundance fungi. Moisture, NH4 +, and lactate were the main physicochemical factors involved in the maintenance of fungal stability and quality in pit mud, whereas pH had only a weak effect on fungi in pit mud. In addition, the fungal communities of pit mud were not significantly associated with the aroma. The results of this study provide a foundation for exploring the functional microorganisms and dissecting the brewing mechanism of strong flavor Baijiu in Xinjiang, and also contributes to the improvement of pit mud quality by bioaugmentation and controlling environmental physicochemical factors.
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Affiliation(s)
- Wenchao Cai
- School of Food Science, Shihezi University, Shihezi, China
- Hubei Provincial Engineering and Technology Research Center for Food Ingredients, Hubei University of Arts and Science, Xiangyang, China
- Engineering Research Center for Storage and Processing of Xinjiang Characteristic Fruits and Vegetables, Ministry of Education, Shihezi University, Shihezi, China
| | - Yu’ang Xue
- School of Food Science, Shihezi University, Shihezi, China
- Engineering Research Center for Storage and Processing of Xinjiang Characteristic Fruits and Vegetables, Ministry of Education, Shihezi University, Shihezi, China
| | - Fengxian Tang
- School of Food Science, Shihezi University, Shihezi, China
- Engineering Research Center for Storage and Processing of Xinjiang Characteristic Fruits and Vegetables, Ministry of Education, Shihezi University, Shihezi, China
| | - Yurong Wang
- Hubei Provincial Engineering and Technology Research Center for Food Ingredients, Hubei University of Arts and Science, Xiangyang, China
| | - Shaoyong Yang
- Hubei Guxiangyang Baijiu Co., Ltd., Xiangyang, China
| | - Wenhui Liu
- Hubei Guxiangyang Baijiu Co., Ltd., Xiangyang, China
| | - Qiangchuan Hou
- Hubei Provincial Engineering and Technology Research Center for Food Ingredients, Hubei University of Arts and Science, Xiangyang, China
| | - Xinquan Yang
- School of Food Science, Shihezi University, Shihezi, China
- Engineering Research Center for Storage and Processing of Xinjiang Characteristic Fruits and Vegetables, Ministry of Education, Shihezi University, Shihezi, China
| | - Zhuang Guo
- Hubei Provincial Engineering and Technology Research Center for Food Ingredients, Hubei University of Arts and Science, Xiangyang, China
| | - Chunhui Shan
- School of Food Science, Shihezi University, Shihezi, China
- Engineering Research Center for Storage and Processing of Xinjiang Characteristic Fruits and Vegetables, Ministry of Education, Shihezi University, Shihezi, China
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Wang XJ, Zhu HM, Ren ZQ, Huang ZG, Wei CH, Deng J. Characterization of Microbial Diversity and Community Structure in Fermentation Pit Mud of Different Ages for Production of Strong-Aroma Baijiu. Pol J Microbiol 2020; 69:1-14. [PMID: 32396715 PMCID: PMC7324862 DOI: 10.33073/pjm-2020-018] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Revised: 03/25/2020] [Accepted: 03/29/2020] [Indexed: 12/20/2022] Open
Abstract
In the traditional fermentation process of strong-aroma Baijiu, a fermentation pit mud (FPM) provides many genera of microorganisms for fermentation. However, the functional microorganisms that have an important effect on the quality of Baijiu and their changes with the age of fermentation pit (FP) are poorly understood. Herein, the Roche 454 pyrosequencing technique and a phospholipid fatty-acid analysis were employed to reveal the structure and diversity of prokaryotic communities in FPM samples that have been aged for 5, 30, and 100 years. The results revealed an increase in total prokaryotic biomass with an FP age; however, Shannon’s diversity index decreased significantly (p < 0.01). These results suggested that a unique microbial community structure evolved with uninterrupted use of the FP. The number of functional microorganisms, which could produce the flavor compounds of strong-aroma Baijiu, increased with the FP age. Among them, Clostridium and Ruminococcaceae are microorganisms that directly produce caproic acid. The increase of their relative abundance in the FPM might have improved the quality of strong-aroma Baijiu. Syntrophomonas, Methanobacterium, and Methanocorpusculum might also be beneficial to caproic acid production. They are not directly involved but provide possible environmental factors for caproic acid production. Overall, our study results indicated that an uninterrupted use of the FP shapes the particular microbial community structure in the FPM. This research provides scientific support for the concept that the aged FP yields a high-quality Baijiu.
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Affiliation(s)
- Xu-Jia Wang
- Sichuan C-Luminary Biotech Company , Chengdu , P.R. China
| | - Hong-Mei Zhu
- Sichuan C-Luminary Biotech Company , Chengdu , P.R. China
| | - Zhi-Qiang Ren
- Liquor Making Biotechnology and Application Key Laboratory of Sichuan Province , Sichuan University of Science and Engineering , Yibin , P.R. China ; School of Bioengineering , Sichuan University of Science and Engineering , Yibin , P.R. China
| | - Zhi-Guo Huang
- Liquor Making Biotechnology and Application Key Laboratory of Sichuan Province , Sichuan University of Science and Engineering , Yibin , P.R. China ; School of Bioengineering , Sichuan University of Science and Engineering , Yibin , P.R. China
| | - Chun-Hui Wei
- Liquor Making Biotechnology and Application Key Laboratory of Sichuan Province , Sichuan University of Science and Engineering , Yibin , P.R. China ; School of Bioengineering , Sichuan University of Science and Engineering , Yibin , P.R. China
| | - Jie Deng
- Liquor Making Biotechnology and Application Key Laboratory of Sichuan Province , Sichuan University of Science and Engineering , Yibin , P.R. China ; School of Bioengineering , Sichuan University of Science and Engineering , Yibin , P.R. China
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Chen L, Li Y, Jin L, He L, Ao X, Liu S, Yang Y, Liu A, Chen S, Zou L. Analyzing bacterial community in pit mud of Yibin Baijiu in China using high throughput sequencing. PeerJ 2020; 8:e9122. [PMID: 32435541 PMCID: PMC7227652 DOI: 10.7717/peerj.9122] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2020] [Accepted: 04/13/2020] [Indexed: 01/02/2023] Open
Abstract
“Yibin Baijiu” (YB) is a special Chinese strong-aroma Baijiu (CSAB) that originated in Yibin, a city in western China. YB is fermented in cellars lined with pit mud (PM), the microbiota in which may affect YB quality. In this study, high throughput sequencing of the 16S rRNA gene was used to demonstrate the bacterial community structure and diversity in PM of YB. In addition, the physicochemical characteristics of PM were also analyzed, including moisture content, pH, and available phosphorous, ammonia nitrogen, and humic acid levels. Results showed that Firmicutes was the dominant phylum in all PM samples with abundance > 70.0%, followed by Euryarchaeota (11.3%), Bacteroidetes (6.5%), Synergistetes (3.0%), Actinobacteria (1.4%), and Proteobacteria (1.2%). Furthermore, 14 different genera with average relative abundance of > 1% were detected. The Chao1 and Shannon indexes did not vary significantly between the sub-layer and middle-layer PM (P > 0.05). However, Linear discriminant analysis Effect Size (LEfSe) analysis showed that the relative abundance of Lactobacillus in the sub-layer PM was significantly higher than in middle-layer PM. pH differed significantly (P < 0.05) between the two groups. Canonical correspondence analysis revealed that bacterial community in PM correlated significantly with available phosphorous content and pH. Our study provides basic data for further elucidating the diversity of microbiota in the PM of YB and the potential mechanism of Baijiu production.
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Affiliation(s)
- Li Chen
- Yibin Products Quality Supervision and Inspection Institute, Yibin, Sichuan, China
| | - Yuzhu Li
- College of Food Science, Sichuan Agricultural University, Ya'an, Sichuan, China
| | - Lei Jin
- College of Resources, Sichuan Agricultural University, Chengdu, Sichuan, China
| | - Li He
- College of Food Science, Sichuan Agricultural University, Ya'an, Sichuan, China
| | - Xiaolin Ao
- College of Food Science, Sichuan Agricultural University, Ya'an, Sichuan, China
| | - Shuliang Liu
- College of Food Science, Sichuan Agricultural University, Ya'an, Sichuan, China
| | - Yong Yang
- College of Food Science, Sichuan Agricultural University, Ya'an, Sichuan, China
| | - Aiping Liu
- College of Food Science, Sichuan Agricultural University, Ya'an, Sichuan, China
| | - Shujuan Chen
- College of Food Science, Sichuan Agricultural University, Ya'an, Sichuan, China
| | - Likou Zou
- College of Resources, Sichuan Agricultural University, Chengdu, Sichuan, China
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Margiotta E, Miragoli F, Callegari ML, Vettoretti S, Caldiroli L, Meneghini M, Zanoni F, Messa P. Gut microbiota composition and frailty in elderly patients with Chronic Kidney Disease. PLoS One 2020; 15:e0228530. [PMID: 32236095 PMCID: PMC7112193 DOI: 10.1371/journal.pone.0228530] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Accepted: 12/28/2019] [Indexed: 12/14/2022] Open
Abstract
Background Frailty is common in older patients affected by chronic kidney disease (CKD). Since gut microbiota (gMB) may contribute to frailty, we explored possible associations between gMB and frailty in CKD. Methods We studied 64 CKD patients (stage 3b-4), categorized as frail (F, 38) and not frail (NF, 26) according to Fried criteria, and 15 controls (C), all older than 65 years. In CKD we assessed serum C-reactive protein, blood neutrophil/lymphocyte ratio, Malnutrition-inflammation Score (MIS); gMB was studied by denaturing gel gradient electrophoresis (DGGE), high-throughput sequencing (16S r-RNA gene), and quantitative real-time PCR (RT-PCR). Results No differences in alpha diversity between CKD and C and between F and NF patients emerged, but high-throughput sequencing showed significantly higher abundance of potentially noxious bacteria (Citrobacter, Coprobacillus, etc) and lower abundance of saccharolytic and butyrate-producing bacteria (Prevotella spp., Faecalibacterium prausnitzii, Roseburia spp.), in CKD respect to C. Mogibacteriaceae family and Oscillospira genus abundance was positively related to inflammatory indices in the whole CKD cohort, while that of Akkermansia, Ruminococcus and Eubacterium genera was negatively related. Compared with NF, in F there was a higher abundance of some bacteria (Mogibacteriacee, Coriobacteriacee, Eggerthella, etc), many of which have been described as more abundant in other diseases. Conclusions These results suggest that inflammation and frailty could be associated to gMB modifications in CKD.
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Affiliation(s)
- Elisabetta Margiotta
- Division of Nephrology, Dialysis and Renal Transplantation, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Milano, Italy
| | - Francesco Miragoli
- Centro di Ricerche Biotecnologiche, Università Cattolica del Sacro Cuore, Cremona, Italy
| | - Maria Luisa Callegari
- Centro di Ricerche Biotecnologiche, Università Cattolica del Sacro Cuore, Cremona, Italy
| | - Simone Vettoretti
- Division of Nephrology, Dialysis and Renal Transplantation, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Milano, Italy
- * E-mail:
| | - Lara Caldiroli
- Division of Nephrology, Dialysis and Renal Transplantation, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Milano, Italy
| | - Maria Meneghini
- Division of Nephrology, Dialysis and Renal Transplantation, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Milano, Italy
| | - Francesca Zanoni
- Division of Nephrology, Dialysis and Renal Transplantation, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Milano, Italy
| | - Piergiorgio Messa
- Division of Nephrology, Dialysis and Renal Transplantation, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Milano, Italy
- Università degli Studi di Milano, Milano, Italy
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Tan G, Hu Y, Huang Y, Liu H, Dong W, Li J, Liu J, Peng N, Liang Y, Zhao S. Analysis of bacterial communities in pit mud from Zhijiang Baijiu distillery using denaturing gradient gel electrophoresis and high- throughput sequencing. JOURNAL OF THE INSTITUTE OF BREWING 2019. [DOI: 10.1002/jib.595] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Guangxun Tan
- State Key Laboratory of Agricultural Microbiology, College of Life Science and Technology; Huazhong Agricultural University; Wuhan 430070 China
- Zhijiang Baijiu Industry Co. Ltd.; Zhijiang 443200 China
| | - Yuanliang Hu
- State Key Laboratory of Agricultural Microbiology, College of Life Science and Technology; Huazhong Agricultural University; Wuhan 430070 China
- Hubei Key Laboratory of Edible Wild Plants Conservation and Utilization, College of Life Sciences; Hubei Normal University; Huangshi 435002 China
| | - Yinna Huang
- State Key Laboratory of Agricultural Microbiology, College of Life Science and Technology; Huazhong Agricultural University; Wuhan 430070 China
| | - Huanming Liu
- College of Food Science and Technology; Guangdong Ocean University; Zhanjiang 524088 China
| | - Weiwei Dong
- State Key Laboratory of Agricultural Microbiology, College of Life Science and Technology; Huazhong Agricultural University; Wuhan 430070 China
| | - Jing Li
- Zhijiang Baijiu Industry Co. Ltd.; Zhijiang 443200 China
| | - Jianfeng Liu
- Hubei Light Industry Technology Institute; Wuhan 430070 China
| | - Nan Peng
- State Key Laboratory of Agricultural Microbiology, College of Life Science and Technology; Huazhong Agricultural University; Wuhan 430070 China
| | - Yunxiang Liang
- State Key Laboratory of Agricultural Microbiology, College of Life Science and Technology; Huazhong Agricultural University; Wuhan 430070 China
| | - Shumiao Zhao
- State Key Laboratory of Agricultural Microbiology, College of Life Science and Technology; Huazhong Agricultural University; Wuhan 430070 China
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10
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Shoubao Y, Xiangsong C, Jiaquan G. Bacterial and fungal diversity in the traditional Chinese strong flavour liquor Daqu. JOURNAL OF THE INSTITUTE OF BREWING 2019. [DOI: 10.1002/jib.574] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Yan Shoubao
- School of Life Science; Huainan Normal University; Huainan Anhui 232001 People's Republic of China
- Liquor Making Biological Technology and Application of key laboratory of Sichuan Province; Zigong Sichuan Province 643000 People's Republic of China
- Anhui Yingjia Group Co., Ltd.; Luan Anhui Province 237271 People's Republic of China
- Key Laboratory of Ion Beam Bio-engineering of Institute of Plasma Physics; Chinese Academy of Sciences; Hefei 230031 People's Republic of China
- Key laboratory of Bioresource and Environmental Biotechnology of Anhui Higher Education Institutes; Huainan Normal University; Huainan Anhui 232001 People's Republic of China
| | - Chen Xiangsong
- Key Laboratory of Ion Beam Bio-engineering of Institute of Plasma Physics; Chinese Academy of Sciences; Hefei 230031 People's Republic of China
| | - Guang Jiaquan
- Anhui Yingjia Group Co., Ltd.; Luan Anhui Province 237271 People's Republic of China
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11
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Liu C, Huang D, Zhang W. Combining culture‐dependent and culture‐independent molecular methods for the isolation and purification of a potentially novel anaerobic species from pit mud in a Chinese liquor distillery. JOURNAL OF THE INSTITUTE OF BREWING 2016. [DOI: 10.1002/jib.380] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Affiliation(s)
- Chaolan Liu
- Key Laboratory of Medicinal and Edible Plants Resources Development of Sichuan Education Department, Sichuan Industrial Institute of Antibiotics Chengdu University Chengdu 610052 China
- College of Light Industry, Textile and Food Engineering Sichuan University Chengdu 610065 China
| | - Dan Huang
- College of Light Industry, Textile and Food Engineering Sichuan University Chengdu 610065 China
| | - Wenxue Zhang
- College of Light Industry, Textile and Food Engineering Sichuan University Chengdu 610065 China
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12
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Miragoli F, Federici S, Ferrari S, Minuti A, Rebecchi A, Bruzzese E, Buccigrossi V, Guarino A, Callegari ML. Impact of cystic fibrosis disease on archaea and bacteria composition of gut microbiota. FEMS Microbiol Ecol 2016; 93:fiw230. [PMID: 27810876 PMCID: PMC5155554 DOI: 10.1093/femsec/fiw230] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Revised: 07/08/2016] [Accepted: 11/02/2016] [Indexed: 12/21/2022] Open
Abstract
Cystic fibrosis is often associated with intestinal inflammation due to several factors, including altered gut microbiota composition. In this study, we analyzed the fecal microbiota among patients with cystic fibrosis of 10–22 years of age, and compared the findings with age-matched healthy subjects. The participating patients included 14 homozygotes and 14 heterozygotes with the delF508 mutation, and 2 heterozygotes presenting non-delF508 mutations. We used PCR-DGGE and qPCR to analyze the presence of bacteria, archaea and sulfate-reducing bacteria. Overall, our findings confirmed disruption of the cystic fibrosis gut microbiota. Principal component analysis of the qPCR data revealed no differences between homozygotes and heterozygotes, while both groups were distinct from healthy subjects who showed higher biodiversity. Archaea were under the detection limit in all homozygotes subjects, whereas methanogens were detected in 62% of both cystic fibrosis heterozygotes and healthy subjects. Our qPCR results revealed a low frequency of sulfate-reducing bacteria in the homozygote (13%) and heterozygote (13%) patients with cystic fibrosis compared with healthy subjects (87.5%). This is a pioneer study showing that patients with cystic fibrosis exhibit significant reduction of H2-consuming microorganisms, which could increase hydrogen accumulation in the colon and the expulsion of this gas through non-microbial routes.
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Affiliation(s)
- Francesco Miragoli
- Centro Ricerche Biotecnologiche, Università Cattolica del Sacro Cuore, Cremona 26100, Italy
| | - Sara Federici
- Centro Ricerche Biotecnologiche, Università Cattolica del Sacro Cuore, Cremona 26100, Italy
| | - Susanna Ferrari
- Centro Ricerche Biotecnologiche, Università Cattolica del Sacro Cuore, Cremona 26100, Italy
| | - Andrea Minuti
- Istituto di Zootecnica, Università Cattolica del Sacro Cuore, Piacenza 29122, Italy
| | - Annalisa Rebecchi
- Centro Ricerche Biotecnologiche, Università Cattolica del Sacro Cuore, Cremona 26100, Italy
| | - Eugenia Bruzzese
- Department of Translational Medical Sciences, Section of Pediatrics, University Federico II, Naples 80131, Italy
| | - Vittoria Buccigrossi
- Department of Translational Medical Sciences, Section of Pediatrics, University Federico II, Naples 80131, Italy
| | - Alfredo Guarino
- Department of Translational Medical Sciences, Section of Pediatrics, University Federico II, Naples 80131, Italy
| | - Maria Luisa Callegari
- Centro Ricerche Biotecnologiche, Università Cattolica del Sacro Cuore, Cremona 26100, Italy
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13
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Liang H, Luo Q, Zhang A, Wu Z, Zhang W. Comparison of bacterial community in matured and degenerated pit mud from ChineseLuzhou-flavourliquor distillery in different regions. JOURNAL OF THE INSTITUTE OF BREWING 2016. [DOI: 10.1002/jib.296] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Huipeng Liang
- College of Light Industry, Textile and Food Engineering; Sichuan University; Chengdu 610065 China
| | - Qingchun Luo
- College of Light Industry, Textile and Food Engineering; Sichuan University; Chengdu 610065 China
| | - An Zhang
- College of Light Industry, Textile and Food Engineering; Sichuan University; Chengdu 610065 China
| | - Zhengyun Wu
- College of Light Industry, Textile and Food Engineering; Sichuan University; Chengdu 610065 China
| | - Wenxue Zhang
- School of Liquor-Making Engineering; Sichuan University Jinjiang College; Meishan 620860 China
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14
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Liang H, Li W, Luo Q, Liu C, Wu Z, Zhang W. Analysis of the bacterial community in aged and aging pit mud of Chinese Luzhou-flavour liquor by combined PCR-DGGE and quantitative PCR assay. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2015; 95:2729-2735. [PMID: 25418958 DOI: 10.1002/jsfa.7013] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2014] [Revised: 11/17/2014] [Accepted: 11/18/2014] [Indexed: 06/04/2023]
Abstract
BACKGROUND The community structure of bacteria in aged and aging pit mud, which was judged according to their sensory and physicochemical characteristics, was analysed using polymerase chain reaction denaturing gradient gel electrophoresis (PCR-DGGE) and quantitative real-time PCR (qPCR). RESULTS The phyla Firmicutes, Actinobacteria, Proteobacteria, Synergistetes and Unclassified Bacteria were detected and the fermentative Firmicutes was predominant in both types of pit mud in the PCR-DGGE analysis. Among Firmicutes, Clostridiales was dominant in aged pit mud while Bacillales and Lactobacillales were dominant in aging pit mud. The diversity of bacterial communities in aged pit mud was higher than that in aging pit mud. In the qPCR analysis the abundance of Clostridium IV in aged pit mud was higher than that in aging pit mud and there were significant differences in the quantity of Clostridium IV between aged and aging pit mud of the same cellar (P < 0.05). CONCLUSION There were some significant differences in the microbial community structure between aged and aging pit mud. The differences in the quantity of Clostridium IV might be involved in the distinction that the aged pit mud has a strong aroma while the aging pit mud does not.
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Affiliation(s)
- Huipeng Liang
- College of Light Industry, Textile and Food Engineering, Sichuan University, Chengdu, 610065, China
| | - Wenfang Li
- College of Light Industry, Textile and Food Engineering, Sichuan University, Chengdu, 610065, China
| | - Qingchun Luo
- College of Light Industry, Textile and Food Engineering, Sichuan University, Chengdu, 610065, China
| | - Chaolan Liu
- College of Light Industry, Textile and Food Engineering, Sichuan University, Chengdu, 610065, China
| | - Zhengyun Wu
- College of Light Industry, Textile and Food Engineering, Sichuan University, Chengdu, 610065, China
| | - Wenxue Zhang
- College of Light Industry, Textile and Food Engineering, Sichuan University, Chengdu, 610065, China
- School of Liquor-Making Engineering, Sichuan University Jinjiang College, Meishan, 620860, China
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15
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Liu M, Zhao K, Tang Y, Ren D, Yao W, Tian X, Zhang X, Yi B, Deng B. Analysis of Clostridium cluster I community diversity in pit mud used in manufacture of Chinese Luzhou-flavor liquor. Food Sci Biotechnol 2015. [DOI: 10.1007/s10068-015-0127-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
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16
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Proteomic and high-throughput analysis of protein expression and microbial diversity of microbes from 30- and 300-year pit muds of Chinese Luzhou-flavor liquor. Food Res Int 2015; 75:305-314. [PMID: 28454961 DOI: 10.1016/j.foodres.2015.06.029] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2014] [Revised: 05/22/2015] [Accepted: 06/17/2015] [Indexed: 11/21/2022]
Abstract
Luzhou-flavor liquor is fermented based on the metabolism of special microbial communities in pit. In this study, total proteins and DNAs of microbes from 30- and 300-year pit muds were firstly extracted. Meanwhile, an efficient approach for protein extraction with increased protein content was optimized. iTRAQ-based proteomic was then applied to investigate the aroma-forming functional protein expression of microbes from the samples. Furthermore, high-throughput sequencing of 16S rDNA was employed to reveal microbial diversity. We comparatively identified 63 proteins of aroma-forming functional microbes in these samples, and found that 59 of these proteins were highly expressed in the 300-year pit mud. Those aroma-forming functional proteins were found to be involved in methanogenesis, as well as the formation of caproic acid and butyric acid during the liquor fermentation. High-throughput sequencing revealed that the microbes most commonly found in both samples were members of phylum Firmicutes (by 97% sequence similarity), both of which, along with another common Methanobacterium, were important components of aroma-forming functional colonies in the pit muds for the brewing of Chinese liquor. The findings in this study afford us new insight into the different protein expression levels and microbial communities in two pit muds.
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17
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Liu CL, Wang HY, Wu ZY, Zhang WX, Fan A. Development of a real-time PCR for quantification of the family Syntrophomonadaceae in pit mud from Chinese Luzhou-flavour liquor distilleries. JOURNAL OF THE INSTITUTE OF BREWING 2015. [DOI: 10.1002/jib.201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Chao-Lan Liu
- College of Light Industry, Textile and Food Engineering; Sichuan University; Chengdu 610065 China
- Chengdu University; Chengdu; 610106 China
| | - Hai-Ying Wang
- College of Light Industry, Textile and Food Engineering; Sichuan University; Chengdu 610065 China
| | - Zheng-Yun Wu
- College of Light Industry, Textile and Food Engineering; Sichuan University; Chengdu 610065 China
| | - Wen-Xue Zhang
- College of Light Industry, Textile and Food Engineering; Sichuan University; Chengdu 610065 China
- School of Liquor-Making Engineering; Sichuan University Jinjiang College; Meishan 620860 China
| | - Ao Fan
- Sichuan Swellfun Co. Ltd; Chengdu 610036 China
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18
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Wang CD, Chen Q, Wang Q, Li CH, Leng YY, Li SG, Zhou XW, Han WJ, Li JG, Zhang XH, Li YZ. Long-term batch brewing accumulates adaptive microbes, which comprehensively produce more flavorful Chinese liquors. Food Res Int 2014. [DOI: 10.1016/j.foodres.2014.05.017] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
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19
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Eubacterial and archaeal community characteristics in the man-made pit mud revealed by combined PCR-DGGE and FISH analyses. Food Res Int 2014. [DOI: 10.1016/j.foodres.2014.05.045] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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20
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Luo Q, Liu C, Wu Z, Wang H, Li W, Zhang K, Huang D, Zhang J, Zhang W. Monitoring of the prokaryotic diversity in pit mud from aLuzhou-flavourliquor distillery and evaluation of two predominant archaea using qPCR assays. JOURNAL OF THE INSTITUTE OF BREWING 2014. [DOI: 10.1002/jib.132] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Qingchun Luo
- College of Light Industry; Textile and Food Engineering; Sichuan University; Chengdu 610065 China
| | - Chaolan Liu
- College of Light Industry; Textile and Food Engineering; Sichuan University; Chengdu 610065 China
| | - Zhengyun Wu
- College of Light Industry; Textile and Food Engineering; Sichuan University; Chengdu 610065 China
| | - Haiying Wang
- College of Light Industry; Textile and Food Engineering; Sichuan University; Chengdu 610065 China
| | - Wenfang Li
- College of Light Industry; Textile and Food Engineering; Sichuan University; Chengdu 610065 China
| | - Kaizheng Zhang
- College of Light Industry; Textile and Food Engineering; Sichuan University; Chengdu 610065 China
- College of Bioengineering; University of Sichuan Science and Engineering; Zigong 643000 China
| | - Dan Huang
- College of Light Industry; Textile and Food Engineering; Sichuan University; Chengdu 610065 China
| | - Jing Zhang
- College of Light Industry; Textile and Food Engineering; Sichuan University; Chengdu 610065 China
| | - Wenxue Zhang
- College of Light Industry; Textile and Food Engineering; Sichuan University; Chengdu 610065 China
- School of Liquor-Making Engineering; Sichuan University Jinjiang College; Meishan 620860 China
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21
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Luo Q, Liu C, Li W, Wu Z, Zhang W. Comparison between Bacterial Diversity of Aged and Aging Pit Mud from Luzhou-flavor Liquor Distillery. FOOD SCIENCE AND TECHNOLOGY RESEARCH 2014. [DOI: 10.3136/fstr.20.867] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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22
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Characterization of microbial communities in strong aromatic liquor fermentation pit muds of different ages assessed by combined DGGE and PLFA analyses. Food Res Int 2013. [DOI: 10.1016/j.foodres.2013.07.058] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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