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Qin Y, Li W, Zhang W, Zhang B, Yao D, Zeng C, Cao J, Li L, Huang R. Characterization the microbial diversity and metabolites of four varieties of Dry-Cured ham in western Yunnan of China. Food Chem X 2024; 22:101257. [PMID: 38495458 PMCID: PMC10943036 DOI: 10.1016/j.fochx.2024.101257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 02/06/2024] [Accepted: 02/25/2024] [Indexed: 03/19/2024] Open
Abstract
In this study, high-throughput sequencing and metabolomics analysis were conducted to analyze the microbial and metabolites of dry-cured Sanchuan ham, Laowo ham, Nuodeng ham, and Heqing ham that have fermented for two years produced from western Yunnan China. Results showed that at the genus level, the dominant bacteria in the four types of ham were Halomonas and Staphylococcus, while the dominant fungi were Aspergillus and Yamadazyma. A total 422 different metabolites were identified in four types of ham, mainly amino acids, peptides, fatty acids, and their structural analogs, which were involved in pantothenate and coenzyme A biosynthesis, caffeine, and tyrosine metabolism. The dominant microorganisms of the four types of ham were mainly related to the metabolism of fatty acids and amino acids. This research enhances the identification degree of these four types of dry-cured ham and provides a theoretical basis for developing innovative and distinctive ham products.
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Affiliation(s)
- Yu Qin
- Faculty of Food Science and Engineering, Kunming University of Science and Technology, Kunming, Yunnan Province 650500, China
| | - Wenwen Li
- Faculty of Food Science and Engineering, Kunming University of Science and Technology, Kunming, Yunnan Province 650500, China
| | - Wenwen Zhang
- Faculty of Food Science and Engineering, Kunming University of Science and Technology, Kunming, Yunnan Province 650500, China
| | - Beibei Zhang
- Faculty of Food Science and Engineering, Kunming University of Science and Technology, Kunming, Yunnan Province 650500, China
| | - Dengjie Yao
- Faculty of Food Science and Engineering, Kunming University of Science and Technology, Kunming, Yunnan Province 650500, China
| | - Chunyin Zeng
- Faculty of Food Science and Engineering, Kunming University of Science and Technology, Kunming, Yunnan Province 650500, China
| | - Jianxin Cao
- Faculty of Food Science and Engineering, Kunming University of Science and Technology, Kunming, Yunnan Province 650500, China
| | - Lirong Li
- Faculty of Food Science and Engineering, Kunming University of Science and Technology, Kunming, Yunnan Province 650500, China
| | - Rui Huang
- Zhongken Huashan Mu Daity Co., LTD, Weinan, Shaanxi Province 714000, China
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2
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Gong X, Chen X, Mi R, Qi B, Xiong S, Li J, Zhu Q, Wang S. Two Debaryomyces hansenii strains as starter cultures for improving the nutritional and sensory quality of dry-cured pork belly. Food Res Int 2024; 183:114227. [PMID: 38760146 DOI: 10.1016/j.foodres.2024.114227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Revised: 03/02/2024] [Accepted: 03/11/2024] [Indexed: 05/19/2024]
Abstract
Dry-cured meat products are gaining attention owing to their distinctive sensory characteristics and health benefits. In this study, two Debaryomyces hansenii strains were investigated for their potential as starter cultures for dry-cured pork belly products. After preliminary screening, these D. hansenii strains, namely, S20 and S26, both exhibiting with excellent aroma-producing capacity in a dry-cured meat model, were selected as single-strain starter cultures. For comparison, a non-inoculated control was also evaluated. In S20- and S26-inoculated pork belly, yeast dominated the microbiota and improved microbiological safety by suppressing Enterobacteriaceae growth. Compared with the non-inoculated control, the inoculated pork belly yielded higher hardness and redness (a*) values. Starter culture inoculation accelerated proteolysis in pork belly, improving the content of total free amino acids (TFFAs) and several essential free amino acids (Thr, Val, Met, Ile, Leu, and Phe) at the end of processing. Moreover, the inoculated samples exhibited higher levels of fat oxidation-derived aldehydes as well as esters, acids, alcohols and other compounds than the non-inoculated control at the end of the 95-day ripening period. Overall, these findings provide new insights into the application of D. hansenii isolated from dry-cured ham to dry-cured pork belly.
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Affiliation(s)
- Xiaohui Gong
- China Meat Research Center, Beijing 100068, China; School of Liquor & Food Engineering, Guizhou University/Guizhou Provincial Key Laboratory of Agricultural and Animal Products Storage and Processing, Guiyang 550025, China; Guizhou Provincial Light Industry Scientific Research Institute, Guiyang 550014, China
| | - Xi Chen
- China Meat Research Center, Beijing 100068, China
| | - Ruifang Mi
- China Meat Research Center, Beijing 100068, China
| | - Biao Qi
- China Meat Research Center, Beijing 100068, China
| | - Suyue Xiong
- China Meat Research Center, Beijing 100068, China
| | - Jiapeng Li
- China Meat Research Center, Beijing 100068, China
| | - Qiujin Zhu
- School of Liquor & Food Engineering, Guizhou University/Guizhou Provincial Key Laboratory of Agricultural and Animal Products Storage and Processing, Guiyang 550025, China.
| | - Shouwei Wang
- China Meat Research Center, Beijing 100068, China.
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Xu Y, Wang J, Wu Z, Huang J, Li Z, Xu J, Long D, Ye T, Wang G, Yin J, Luo Z, Xu Y. The role of glutathione in stabilizing aromatic volatile organic compounds in Rougui Oolong tea: A comprehensive study from content to mechanisms. Food Chem 2024; 437:137802. [PMID: 37866345 DOI: 10.1016/j.foodchem.2023.137802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 10/11/2023] [Accepted: 10/16/2023] [Indexed: 10/24/2023]
Abstract
Chinese Oolong tea is widely known for its intricate aroma. However, the degradation of volatile organic compounds (VOCs) poses significant challenges for the tea products. In this study, glutathione (GSH) has an excellent preservation effect on VOCs in both the VOCs extract and the tea infusion during storage, specifically slowing the degradation of hexanal (by 66.39% and 35.09%) and heptanal (by 67.46% and 63.50%). Additionally, the addition of GSH maintained higher levels of active ingredients in tea infusion, including epigallocatechin, procyanidin B1, glutamic acid, and L-(+)-arginine, with respective increases of 184.09, 2.92, 4.10, and 6.35 times. The sulfhydryl group of GSH formed a covalent bond with hexanal and 2-methylbutanal, therefore improving the stability of VOCs. These findings provided a valuable insight for developing effective VOC preservation techniques for water-based tea products.
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Affiliation(s)
- Yanqun Xu
- Tea Research Institute Chinese Academy of Agricultural Sciences, Key Laboratory of Tea Biology and Resources Utilization, Ministry of Agriculture, Hangzhou 310008, People's Republic of China; College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, People's Republic of China; Food Research Institute, Ever Maple Food Science and Technology Co., Ltd., Hangzhou 311200, People's Republic of China
| | - Jieqiong Wang
- Tea Research Institute Chinese Academy of Agricultural Sciences, Key Laboratory of Tea Biology and Resources Utilization, Ministry of Agriculture, Hangzhou 310008, People's Republic of China
| | - Ziqing Wu
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, People's Republic of China
| | - Jing Huang
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, People's Republic of China
| | - Zhenbiao Li
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, People's Republic of China
| | - Jiayi Xu
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, People's Republic of China
| | - Dan Long
- Food Research Institute, Ever Maple Food Science and Technology Co., Ltd., Hangzhou 311200, People's Republic of China
| | - Tian Ye
- Food Research Institute, Ever Maple Food Science and Technology Co., Ltd., Hangzhou 311200, People's Republic of China
| | - Gennv Wang
- Food Research Institute, Ever Maple Food Science and Technology Co., Ltd., Hangzhou 311200, People's Republic of China
| | - Junfeng Yin
- Food Research Institute, Ever Maple Food Science and Technology Co., Ltd., Hangzhou 311200, People's Republic of China
| | - Zisheng Luo
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, People's Republic of China.
| | - Yongquan Xu
- Tea Research Institute Chinese Academy of Agricultural Sciences, Key Laboratory of Tea Biology and Resources Utilization, Ministry of Agriculture, Hangzhou 310008, People's Republic of China.
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Li P, Bao Z, Wang Y, Su X, Zhou H, Xu B. Role of microbiota and its ecological succession on flavor formation in traditional dry-cured ham: a review. Crit Rev Food Sci Nutr 2023:1-17. [PMID: 38069684 DOI: 10.1080/10408398.2023.2286634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2024]
Abstract
Traditional dry cured ham (DCH) is favored by consumers for its distinctive flavor, derived from an array of volatile organic compounds (VOCs). Microbiota play a pivotal role in the formation of VOCs. To fully comprehend the pathway by which the microbiota enhance the flavor quality of DCH, it is imperative to elucidate the flavor profile of DCH, the structural and metabolic activities of the microbiota, and the intricate relationship between microbial and VOCs. Thus far, the impact of microbiota on the flavor profile of DCH has not been comprehensively discussed or reviewed, and the succession of bacteria, especially at distinct phases of processing, has not been adequately summarized. This article aims to encapsulate the considerable potential of ferments in shaping the flavor characteristics of DCH, while elucidating the underlying mechanisms through which VOCs are generated in hams via microbial metabolism. Throughout the various stages of DCH processing, the composition of microbiota undergoes dynamic changes. Furthermore, they directly participate in the formation of VOCs in DCH through the catabolism of amino acids, metabolism of fatty acids, and the breakdown of carbohydrates. Several microorganisms, including Lactobacillus, Penicillium, Debaryomyces, Pediococcus, and Staphylococcus, exhibit considerable potential as fermenters in ham production.
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Affiliation(s)
- Ping Li
- School of Food and Biological Engineering, Hefei University of Technology, Hefei, P.R. China
- Engineering Research Center of Bio-process, Ministry of Education, Hefei University of Technology, P.R. Hefei, China
| | - Zhijie Bao
- School of Food and Biological Engineering, Hefei University of Technology, Hefei, P.R. China
- Engineering Research Center of Bio-process, Ministry of Education, Hefei University of Technology, P.R. Hefei, China
| | - Yang Wang
- School of Food and Biological Engineering, Hefei University of Technology, Hefei, P.R. China
- Engineering Research Center of Bio-process, Ministry of Education, Hefei University of Technology, P.R. Hefei, China
| | - Xinlian Su
- School of Food and Biological Engineering, Hefei University of Technology, Hefei, P.R. China
- Engineering Research Center of Bio-process, Ministry of Education, Hefei University of Technology, P.R. Hefei, China
| | - Hui Zhou
- School of Food and Biological Engineering, Hefei University of Technology, Hefei, P.R. China
- Engineering Research Center of Bio-process, Ministry of Education, Hefei University of Technology, P.R. Hefei, China
| | - Baocai Xu
- School of Food and Biological Engineering, Hefei University of Technology, Hefei, P.R. China
- Engineering Research Center of Bio-process, Ministry of Education, Hefei University of Technology, P.R. Hefei, China
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Wu X, Pan D, Xia Q, Sun Y, Geng F, Cao J, Zhou C. The combination of high-throughput sequencing and LC-MS/MS reveals the mechanism of Staphylococcus inoculation on bacterial community succession and taste development during the processing of dry-cured bacon. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2023; 103:7187-7198. [PMID: 37351843 DOI: 10.1002/jsfa.12806] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 06/12/2023] [Accepted: 06/19/2023] [Indexed: 06/24/2023]
Abstract
BACKGROUND To understand the mechanism of co-inoculation of Staphylococcus vitulinus and Staphylococcus xylosus (SX&SV) on taste quality of dry-cured bacon, physicochemical parameters, microbial community, metabolite compositions and taste attributes were investigated during the processing of dry-cured bacon with Staphylococcus inoculation. The potential correlation between core bacteria and metabolites was evaluated, and the metabolic pathway of key metabolites was further explored. RESULTS The values of pH, water activity and adhesiveness were significantly lower in SX&SV, and more than 2.56- and 2.15-fold higher values in richness and overall acceptance were found in SX&SV bacon than in CK bacon. The overwhelming advantage of Staphylococcus was confirmed in SX&SV by high-throughput sequencing. Sixty-six metabolites were identified by liquid chromatography-tandem mass spectrometry, and oligopeptides, amino acid derivatives and organic acids were the key components. Pearson correlation demonstrated that the accumulation of oligopeptides, amino acid derivatives and organic acids were positively correlated with high abundance of Staphylococcus. The pathways of purine metabolism, glutathione metabolism and glutamate metabolism were mainly involved in developing the taste quality of SX&SV. CONCLUSION The co-inoculation of Staphylococcus vitulinus and Staphylococcus xylosus enhanced the taste attributes of dry-cured bacon. The present study provides the theoretical reference with respect to regulating the taste quality of fermented meat products by starter cultures of Staphylococcus during manufacture. © 2023 Society of Chemical Industry.
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Affiliation(s)
- Xueyi Wu
- Key Laboratory of Animal Protein Food Processing Technology of Zhejiang Province; college of food science and pharmaceutical sciences, Ningbo University, Ningbo, China
| | - Daodong Pan
- Key Laboratory of Animal Protein Food Processing Technology of Zhejiang Province; college of food science and pharmaceutical sciences, Ningbo University, Ningbo, China
| | - Qiang Xia
- Key Laboratory of Animal Protein Food Processing Technology of Zhejiang Province; college of food science and pharmaceutical sciences, Ningbo University, Ningbo, China
| | - Yangying Sun
- Key Laboratory of Animal Protein Food Processing Technology of Zhejiang Province; college of food science and pharmaceutical sciences, Ningbo University, Ningbo, China
| | - Fang Geng
- Meat Processing Key Laboratory of Sichuan Province, School of Food and Biological Engineering, Chengdu University, Chengdu, China
| | - Jinxuan Cao
- Key Laboratory of Animal Protein Food Processing Technology of Zhejiang Province; college of food science and pharmaceutical sciences, Ningbo University, Ningbo, China
- China Food Flavor and Nutrition Health Innovation Center, Beijing Technology and Business University, Beijing, China
| | - Changyu Zhou
- Key Laboratory of Animal Protein Food Processing Technology of Zhejiang Province; college of food science and pharmaceutical sciences, Ningbo University, Ningbo, China
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Zeng J, Song Y, Fan X, Luo J, Song J, Xu J, Xue C. Effect of lipid oxidation on quality attributes and control technologies in dried aquatic animal products: a critical review. Crit Rev Food Sci Nutr 2023:1-22. [PMID: 37335143 DOI: 10.1080/10408398.2023.2224451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/21/2023]
Abstract
Aquatic animals are viewed as a good source of healthy lipids. Although drying is an effective method for the preservation of aquatic animal products (AAPs), the whole process is accompanied by lipid oxidation. This article reviews the main mechanism of lipid oxidation in the drying process. It also summarizes the effects of lipid oxidation on the quality of dried aquatic animal products (DAAPs), including nutrients, color, flavor, and hazard components, especially for those harmful aldehydes and heterocyclic amines. In addition, it concluded that moderate lipid oxidation contributes to improving the quality of products. Still, excessive lipid oxidation produces hazardous substances and induces health risks. Hence, to obtain high-quality DAAPs, some effective control technologies to promote/prevent lipid oxidation are introduced and deeply discussed, including salting, high-pressure processing, irradiation, non-thermal plasma technology, defatting treatments, antioxidants, and edible coating. A systematic review of the effect of lipid oxidation on quality attributes and control technologies in DAAPs is presented, and some perspectives are made for future research.
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Affiliation(s)
- Junpeng Zeng
- College of Food Science and Engineering, Ocean University of China, Qingdao, China
| | - Yu Song
- College of Food Science and Engineering, Ocean University of China, Qingdao, China
| | - Xiaowei Fan
- College of Food Science and Engineering, Ocean University of China, Qingdao, China
| | - Jingyi Luo
- College of Food Science and Engineering, Ocean University of China, Qingdao, China
| | - Junyi Song
- College of Food Science and Engineering, Ocean University of China, Qingdao, China
| | - Jie Xu
- College of Food Science and Engineering, Ocean University of China, Qingdao, China
| | - Changhu Xue
- College of Food Science and Engineering, Ocean University of China, Qingdao, China
- Qingdao National Laboratory for Marine Science and Technology, Qingdao, China
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Zhang J, Zhao K, Li H, Li S, Xu W, Chen L, Xie J, Tang H. Physicochemical property, volatile flavor quality, and microbial community composition of Jinhua fatty ham and lean ham: A comparative study. Front Microbiol 2023; 14:1124770. [PMID: 36778855 PMCID: PMC9912027 DOI: 10.3389/fmicb.2023.1124770] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 01/13/2023] [Indexed: 01/28/2023] Open
Abstract
The physicochemical property, volatile flavor compounds, and microbial community structure of Jinhua fatty ham (FH) and lean ham (LH) were investigated and compared by high-throughput sequencing and HS-GC-IMS. Results showed that FH had higher pH and slightly lighter and yellower color than LH. Meanwhile, 33 volatile flavor compounds were identified from FH and LH, among which LH showed higher abundance of total alcohols and acids, but FH had generally richer aldehydes, ketones, esters, heterocyclic, and sulfur-containing compounds. Moreover, FH and LH did not have significant difference in α-diversity of bacterial community, but LH presented a much lower α-diversity of fungal community than FH. Besides, the dominant microorganisms (relative abundance >2%) in FH were Ruminococcaceae UCG-005, Staphylococcus, Ruminococcaceae UCG-014, Meyerozyma, and Aspergillus at the genus level, while in LH were Staphylococcus, Psychrobacter, Halomonas, Propionicicella, Ruminococcaceae UCG-005, Meyerozyma, Yamadazyma, and Aspergillus. Furthermore, the analysis of Pearson's correlation and metabolic network confirmed that the discriminative flavor compounds of FH were mainly β-oxidation and degradation products of fatty acids, while those of LH were mostly derived from the Strecker reaction or microbial metabolism of amino acids. The present study could help understand the potential pathway of characteristic microorganisms affecting flavor formation of fat-deficient dry-cured hams and provide theoretical supports for developing healthier fermented meat products.
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Affiliation(s)
- Jin Zhang
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agro-Products, Institute of Food Science, Zhejiang Academy of Agricultural Sciences, Hangzhou, Zhejiang, China
| | - Ke Zhao
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agro-Products, Institute of Food Science, Zhejiang Academy of Agricultural Sciences, Hangzhou, Zhejiang, China
| | - Huanhuan Li
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agro-Products, Institute of Food Science, Zhejiang Academy of Agricultural Sciences, Hangzhou, Zhejiang, China
| | - Shuangxi Li
- Xingzhi College, Zhejiang Normal University, Jinhua, Zhejiang, China
| | - Weimin Xu
- Jinhua Jinnian Ham Co., Ltd., Jinhua, Zhejiang, China
| | - Lihong Chen
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agro-Products, Institute of Food Science, Zhejiang Academy of Agricultural Sciences, Hangzhou, Zhejiang, China
| | - Jing Xie
- Zhejiang Institute of Product Quality and Safety Science, Hangzhou, Zhejiang, China
| | - Honggang Tang
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agro-Products, Institute of Food Science, Zhejiang Academy of Agricultural Sciences, Hangzhou, Zhejiang, China,*Correspondence: Honggang Tang, ✉
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Zhu Y, Wang W, Li M, Zhang J, Ji L, Zhao Z, Zhang R, Cai D, Chen L. Microbial diversity of meat products under spoilage and its controlling approaches. Front Nutr 2022; 9:1078201. [PMID: 36532544 PMCID: PMC9752900 DOI: 10.3389/fnut.2022.1078201] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 11/17/2022] [Indexed: 09/29/2023] Open
Abstract
Meat spoilage (MS) is a complex microbial ecological process involving multiple specific microbial interactions. MS is detrimental to people's health and leads to the waste of meat products which caused huge losses during production, storage, transportation, and marketing. A thorough understanding of microorganisms related to MS and their controlling approaches is a necessary prerequisite for delaying the occurrence of MS and developing new methods and strategies for meat product preservation. This mini-review summarizes the diversity of spoilage microorganisms in livestock, poultry, and fish meat, and the approaches to inhibit MS. This would facilitate the targeted development of technologies against MS, to extend meat's shelf life, and effectively diminish food waste and economic losses.
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Affiliation(s)
- Yanli Zhu
- Key Lab of Meat Processing of Sichuan Province, Chengdu University, Chengdu, China
| | - Wei Wang
- Key Lab of Meat Processing of Sichuan Province, Chengdu University, Chengdu, China
| | - Ming Li
- Key Lab of Meat Processing of Sichuan Province, Chengdu University, Chengdu, China
| | - Jiamin Zhang
- Key Lab of Meat Processing of Sichuan Province, Chengdu University, Chengdu, China
| | - Lili Ji
- Key Lab of Meat Processing of Sichuan Province, Chengdu University, Chengdu, China
| | - Zhiping Zhao
- Key Lab of Meat Processing of Sichuan Province, Chengdu University, Chengdu, China
| | - Rui Zhang
- Key Lab of Meat Processing of Sichuan Province, Chengdu University, Chengdu, China
| | - Demin Cai
- College of Animal Science and Technology, Yangzhou University, Yangzhou, China
| | - Lin Chen
- Key Lab of Meat Processing of Sichuan Province, Chengdu University, Chengdu, China
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Zhao D, Hu J, Zhou X, Chen W. Correlation between microbial community and flavour formation in dry-cured squid analysed by next-generation sequencing and molecular sensory analysis. Food Chem X 2022; 15:100376. [PMID: 36211785 PMCID: PMC9532723 DOI: 10.1016/j.fochx.2022.100376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 06/12/2022] [Accepted: 06/21/2022] [Indexed: 11/26/2022] Open
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