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Zhou C, Wu X, Pan D, Xia Q, Sun Y, Geng F, Cao J. TMT-labeled quantitative proteomic reveals the mechanism of proteolysis and taste improvement of dry-cured bacon with Staphylococcus co-inoculation. Food Chem 2024; 436:137711. [PMID: 37839122 DOI: 10.1016/j.foodchem.2023.137711] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 10/04/2023] [Accepted: 10/08/2023] [Indexed: 10/17/2023]
Abstract
To understand the mechanism of co-inoculation of Staphylococcus xylosus and Staphylococcus vitulinus (SX & SV) on structural protein degradation and taste enhancement of dry-cured bacon, protease activities, protein degradation, surface morphology of proteins and taste parameters of dry-cured bacon with Staphylococcus inoculation were investigated. The dry-cured bacon with co-inoculation of Staphylococcus xylosus and Staphylococcus vitulinus showed the best taste attributes. High residual activities in cathepsin B + L (more than 1.6-fold) and alanyl aminopeptidase (more than 1.4-fold) accelerated structural protein degradation in SX & SV. 32 down-regulated proteins were identified in SX & SV by TMT-labeled quantitative proteomic compared with control group; myosin and actin showed the most intense response to the accumulation of sweet and umami amino acids, and atomic force microscopy confirmed structural proteins breakdown by morphological changes. The accumulation of glutamic acid, alanine and lysine was mainly responsible for taste improvement of dry-cured bacon with Staphylococcus co-inoculation.
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Affiliation(s)
- Changyu Zhou
- Key Laboratory of Animal Protein Food Processing Technology of Zhejiang Province, Zhejiang-Malaysia Joint Research Laboratory for Agricultural Product Processing and Nutrition, College of Food Science and Pharmaceutical Sciences, Ningbo University, Ningbo 315211, China; China Food Flavor and Nutrition Health Innovation Center, Beijing Technology and Business University, Beijing 100048, China.
| | - Xueyi Wu
- Key Laboratory of Animal Protein Food Processing Technology of Zhejiang Province, Zhejiang-Malaysia Joint Research Laboratory for Agricultural Product Processing and Nutrition, College of Food Science and Pharmaceutical Sciences, Ningbo University, Ningbo 315211, China
| | - Daodong Pan
- Key Laboratory of Animal Protein Food Processing Technology of Zhejiang Province, Zhejiang-Malaysia Joint Research Laboratory for Agricultural Product Processing and Nutrition, College of Food Science and Pharmaceutical Sciences, Ningbo University, Ningbo 315211, China
| | - Qiang Xia
- Key Laboratory of Animal Protein Food Processing Technology of Zhejiang Province, Zhejiang-Malaysia Joint Research Laboratory for Agricultural Product Processing and Nutrition, College of Food Science and Pharmaceutical Sciences, Ningbo University, Ningbo 315211, China
| | - Yangying Sun
- Key Laboratory of Animal Protein Food Processing Technology of Zhejiang Province, Zhejiang-Malaysia Joint Research Laboratory for Agricultural Product Processing and Nutrition, College of Food Science and Pharmaceutical Sciences, Ningbo University, Ningbo 315211, China
| | - Fang Geng
- Meat Processing Key Laboratory of Sichuan Province, School of Food and Biological Engineering, Chengdu University, Chengdu 610106, China
| | - Jinxuan Cao
- Key Laboratory of Animal Protein Food Processing Technology of Zhejiang Province, Zhejiang-Malaysia Joint Research Laboratory for Agricultural Product Processing and Nutrition, College of Food Science and Pharmaceutical Sciences, Ningbo University, Ningbo 315211, China; China Food Flavor and Nutrition Health Innovation Center, Beijing Technology and Business University, Beijing 100048, China.
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2
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Zou H, Zhao J, Qin Z, Li Z, Zhang Z, Lin H, Wang H. Influence of Fermentation by Lactobacillus helveticus on the Immunoreactivity of Atlantic Cod Allergens. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2023. [PMID: 37339085 DOI: 10.1021/acs.jafc.3c00446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/22/2023]
Abstract
Fermentation techniques may induce alterations in fish allergen immunoreactivity. In this study, the influence of fermentation with three different strains of Lactobacillus helveticus (Lh187926, Lh191404, and Lh187926) on the immunoreactivity of Atlantic cod allergens was investigated via several methods. Gradually reduced protein composition and band intensity due to the fermentation by strain Lh191404 were found in SDS-PAGE analysis, and decreased immunoreactivity of fish allergens was confirmed by Western blotting and ELISA analysis due to the fermentation of strain Lh191404. Additionally, results from nLC-MS/MS and immunoinformatics tools analysis demonstrated that the protein polypeptide and allergen composition of Atlantic cod showed evident alterations after fermentation, with the epitopes of the main fish allergens being heavily exposed and destroyed. These results indicated that the fermentation of L. helveticus Lh191404 could destroy the structure and linear epitopes of the allergens from Atlantic cod and may have considerable potential in mitigating the allergenicity of fish.
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Affiliation(s)
- Hao Zou
- College of Food Science and Engineering, Ocean University of China, 1299 Sansha Road, Qingdao 266003, China
| | - Jinlong Zhao
- College of Food Science and Engineering, Ocean University of China, 1299 Sansha Road, Qingdao 266003, China
| | - Zhihui Qin
- College of Food Science and Engineering, Ocean University of China, 1299 Sansha Road, Qingdao 266003, China
| | - Zhenxing Li
- College of Food Science and Engineering, Ocean University of China, 1299 Sansha Road, Qingdao 266003, China
| | - Ziye Zhang
- College of Food Science and Engineering, Ocean University of China, 1299 Sansha Road, Qingdao 266003, China
| | - Hong Lin
- College of Food Science and Engineering, Ocean University of China, 1299 Sansha Road, Qingdao 266003, China
| | - Hao Wang
- College of Food Science and Engineering, Ocean University of China, 1299 Sansha Road, Qingdao 266003, China
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3
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Roles of fermented plant-, dairy- and meat-based foods in the modulation of allergic responses. FOOD SCIENCE AND HUMAN WELLNESS 2023. [DOI: 10.1016/j.fshw.2022.09.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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4
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Camprini L, Pellegrini M, Comi G, Iacumin L. Effects of anaerobic and respiratory adaptation of Lacticaseibacillus casei N87 on fermented sausages production. FRONTIERS IN SUSTAINABLE FOOD SYSTEMS 2023. [DOI: 10.3389/fsufs.2023.1044357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2023] Open
Abstract
Lacticaseibacillus casei N87 was used as starter culture for the production of fermented sausages. The strain was cultivated in anaerobic (A) and respiratory (growth in presence of oxygen and supplementation with haeme and menaquinone in the growth medium; R) conditions. Control without the starter culture inoculation and with the addition of 150 mg/kg of nitrate was also included. The effect on physico-chemical parameters (pH, Aw, weight loss, and color), microbial population, volatilome, proteolysis as well as the survival of the strain was evaluated during 90 days of ripening. Q-PCR and DGGE-PCR analyses demonstrated the ability of the strain used in this study to adapt to this environment and carry out the sausage's fermentation process. The inoculation of the strain did not have any effect on the Aw values, which decreased similarly in the different samples whereas the pH was lower in A samples (5.2) and the weight loss in R samples (2.5% less than the others). The color parameters of the samples inoculated with the starter cultures were comparable to those of the control added with nitrate. The concentration of aldehydes that usually are identified as marker of oxidation processes was similar in the samples inoculated with the starter cultures adapted under respiratory conditions and in the control. On the contrary, a higher level was detected in the samples inoculated with the starter cultivated under anaerobic conditions. The proteolysis that occurred during the ripening indicates the differentiation of the A samples from the others. Nonetheless, the volatile profiles of the inoculated fermented sausages were similar. The study demonstrated that aerobic adaptation of Lcb. casei N87 starter culture gave similar color parameters and amounts of aldehydes in sausages fermentations without nitrate compared to conventional fermentations with nitrate.
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5
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Zhou Y, Zhang Y, Pang G, Wang S. Effect of inoculation of starter on physicochemical properties and texture characteristics of fermented beef jerky. J FOOD PROCESS PRES 2021. [DOI: 10.1111/jfpp.15744] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Affiliation(s)
- Yajun Zhou
- College of Food Science and Engineering Jilin University Changchun China
| | - Yu Zhang
- College of Food Science and Engineering Jilin University Changchun China
| | - Guoqiang Pang
- College of Food Science and Engineering Jilin University Changchun China
| | - Shujie Wang
- College of Biological and Agricultural Engineering Jilin University Changchun China
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6
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Zhang Y, Hu P, Xie Y, Wang X. Co-fermentation with Lactobacillus curvatus LAB26 and Pediococcus pentosaceus SWU73571 for improving quality and safety of sour meat. Meat Sci 2020; 170:108240. [PMID: 32795815 DOI: 10.1016/j.meatsci.2020.108240] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Revised: 07/06/2020] [Accepted: 07/07/2020] [Indexed: 01/19/2023]
Abstract
Lactic acid bacteria of Lactobacillus curvatus LAB26 and Pediococcus pentosaceus SWU73571 isolated from traditional sour meat were prepared to a double-starter culture for sour meat processing. The results showed that the counts of total bacteria and lactic acid bacteria in inoculating group reached 9.37 ± 0.11 log cfu/g and 8.73 ± 0.14 log cfu/g on the 30th day, and were higher than those in natural fermentation (7.02 ± 0.11 log cfu/g and 6.93 ± 0.17 log cfu/g). Compared to natural fermentation, the double-starter culture increased the L* and a*values, amino nitrogen content, free amino acid content of sour meat significantly, and lowered the b* value, restrained the coliform count, nitrite, biogenic amines, total volatile basic nitrogen and malondialdehyde in sour meat. Moreover, the pH and water activity were reduced to 3.91 ± 0.01 and 0.831 ± 0.002, respectively. These results proved that the inoculation of double-starter culture could improve the quality and safety of sour meat. This double-starter culture has great potential for application to the manufacture of fermented meat.
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Affiliation(s)
- Yulong Zhang
- School of Liquor and Food Engineering, Guizhou University, China.
| | - Ping Hu
- School of Liquor and Food Engineering, Guizhou University, China.
| | - Yaoyao Xie
- School of Liquor and Food Engineering, Guizhou University, China
| | - Xiaoyu Wang
- College of Life Science, Guizhou University, China
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7
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Ashaolu TJ. Safety and quality of bacterially fermented functional foods and beverages: a mini review. FOOD QUALITY AND SAFETY 2020. [DOI: 10.1093/fqsafe/fyaa003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Abstract
Bacteria have been employed widely in the food and beverage industry, with evolving dimensions in recent years. Proteases derived from lactic acid bacteria (LAB) are useful in the production of fermented functional beverages and are of particular use in conditioning their shelf life, nutritional content, flavour, and texture quality, thus making fermented foods and beverages functional and therapeutic. This review focuses on bacteria, especially protease-producing LAB used in food processing, and their usefulness in the production of functional foods and beverages. A case study of oat beverages was briefly explored due to its popularity. The safety and quality importance of the food products were also considered with a few recommendations.
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Affiliation(s)
- Tolulope Joshua Ashaolu
- Department for Management of Science and Technology Development, Ho Chi Minh City, Vietnam
- Faculty of Applied Sciences, Ton Duc Thang University, Ho Chi Minh City, Vietnam
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8
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Fadda S, Villena J, Albarracin L, Saavedra L, Islam MA, Vignolo GM, Kitazawa H, Hebert EM. Draft Genome Sequence of Lactobacillus plantarum CRL681, Isolated from Argentinean Artisanal Fermented Sausages. Microbiol Resour Announc 2019; 8:e01629-18. [PMID: 30975815 PMCID: PMC6460038 DOI: 10.1128/mra.01629-18] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2018] [Accepted: 03/08/2019] [Indexed: 11/20/2022] Open
Abstract
Lactobacillus plantarum CRL681 was isolated from Argentinean artisanal fermented sausages. Here, the draft genome sequence of the CRL681 strain is described. The reads were assembled into contigs with a total estimated size of 3,370,224 bp. A total of 3,300 open reading frames (ORFs) were predicted, including 3,126 protein-coding sequences. The draft genome sequence of L. plantarum CRL681 will be useful for understanding the organism's metabolic activities and for biotechnological applications.
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Affiliation(s)
- Silvina Fadda
- Reference Centre for Lactobacilli (CERELA-CONICET), Tucuman, Argentina
| | - Julio Villena
- Reference Centre for Lactobacilli (CERELA-CONICET), Tucuman, Argentina
- Food and Feed Immunology Group, Laboratory of Animal Products Chemistry, Graduate School of Agricultural Science, Tohoku University, Sendai, Japan
| | - Leonardo Albarracin
- Reference Centre for Lactobacilli (CERELA-CONICET), Tucuman, Argentina
- Scientific Computing Laboratory, Computer Science Department, Faculty of Exact Sciences and Technology, National University of Tucuman, Tucuman, Argentina
| | - Lucila Saavedra
- Reference Centre for Lactobacilli (CERELA-CONICET), Tucuman, Argentina
| | - M Aminul Islam
- Food and Feed Immunology Group, Laboratory of Animal Products Chemistry, Graduate School of Agricultural Science, Tohoku University, Sendai, Japan
| | | | - Haruki Kitazawa
- Food and Feed Immunology Group, Laboratory of Animal Products Chemistry, Graduate School of Agricultural Science, Tohoku University, Sendai, Japan
- Livestock Immunology Unit, International Education and Research Centre for Food Agricultural Immunology (CFAI), Graduate School of Agricultural Science, Tohoku University, Sendai, Japan
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9
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Li D, Chen H, Zhao J, Zhang H, Chen W. Potential Functions of the Gastrointestinal Microbiome Inhabiting the Length of the Rat Digest Tract. Int J Mol Sci 2019; 20:E1232. [PMID: 30870968 PMCID: PMC6429386 DOI: 10.3390/ijms20051232] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Revised: 03/04/2019] [Accepted: 03/08/2019] [Indexed: 12/11/2022] Open
Abstract
The rat is an important model animal used frequently in biological researches exploring the correlations between gut microbiome and a wide array of diseases. In this study, we used an extended ancestral-state reconstruction algorithm to predict the functional capabilities of the rat gastrointestinal microbiome. Our results indicate an apparent tendency toward metabolic heterogeneity along the longitudinal and transverse axes of the rat gastrointestinal tract (GIT). This heterogeneity was suggested by the enriched small-molecule transport activity and amino acid metabolism in the upper GIT, the aerobic energy metabolism in the stomach and the mucolysis-related metabolism in the lower GIT mucus layer. In contrast to prior results, many functional overlaps were observed when the gastrointestinal microbiomes of different hosts were compared. These overlaps implied that although both the biogeographic location and host genotype were prominent driving forces in shaping the gastrointestinal microbiota, the microbiome functions were similar across hosts when observed under similar physicochemical conditions at identical anatomical sites. Our work effectively complements the rat microbial biogeography dataset we released in 2017 and, thus, contributes to a better understanding and prediction of disease-related alterations in microbial community function.
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Affiliation(s)
- Dongyao Li
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi 214122, China.
- School of Food Science and Technology, Jiangnan University, Wuxi 214122, China.
| | - Haiqin Chen
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi 214122, China.
- School of Food Science and Technology, Jiangnan University, Wuxi 214122, China.
| | - Jianxin Zhao
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi 214122, China.
- School of Food Science and Technology, Jiangnan University, Wuxi 214122, China.
| | - Hao Zhang
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi 214122, China.
- School of Food Science and Technology, Jiangnan University, Wuxi 214122, China.
- National Engineering Research Center for Functional Food, Jiangnan University, Wuxi 214122, China.
| | - Wei Chen
- State Key Laboratory of Food Science and Technology, Jiangnan University, Wuxi 214122, China.
- School of Food Science and Technology, Jiangnan University, Wuxi 214122, China.
- National Engineering Research Center for Functional Food, Jiangnan University, Wuxi 214122, China.
- Beijing Innovation Center of Food Nutrition and Human Health, Beijing Technology and Business University (BTBU), Beijing 100048, China.
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10
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Sriphochanart W, Skolpap W. Modeling of starter cultures growth for improved Thai sausage fermentation and cost estimating for sausage preparation and transportation. Food Sci Nutr 2018; 6:1479-1491. [PMID: 30258590 PMCID: PMC6145271 DOI: 10.1002/fsn3.708] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2018] [Revised: 05/22/2018] [Accepted: 05/24/2018] [Indexed: 11/11/2022] Open
Abstract
The purpose of this study was to improve Thai fermented sausage flavor by adding starter cultures (i.e., Pediococcus pentosaceus, Pediococcus acidilactici, Weissella cibaria, Lactobacillus plantarum, Lactobacillus pentosus, and Lactobacillus sakei) as compared with naturally fermented sausage. The predictive mathematical models for growth of P. acidilactici and natural lactic acid bacteria (LAB) in Thai fermented sausage were developed to obtain specific prepared sausage quality. Furthermore, comparisons of sausage preparation and transportation cost between nonrefrigerated and refrigerated trucks were studied. The concentration of 3-methyl-butanoic acid synthesized from LAB inoculated sausage was higher than in the control sample which contributed to the flavor forming. Moreover, the proposed unstructured kinetic models of Thai fermented sausage substrates and products describing the consumption of total protein and glucose, and the production of nonprotein nitrogen responsible for flavor enhancer, lactic acid and formic acid concentration were successfully fitted with two selected experimental data sets of the in situ fermentation of Thai fermented sausage. Finally, the transportation of inoculated sausages in a nonrefrigerated truck by combining fermentation process and transportation was more cost efficient for delivering sausages in a long distance.
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Affiliation(s)
- Wiramsri Sriphochanart
- Division of Industrial Fermentation TechnologyFaculty of Agro‐IndustryKing Mongkut's Institute of Technology LadkrabangBangkokThailand
| | - Wanwisa Skolpap
- Department of Chemical EngineeringSchool of EngineeringThammasat UniversityPathumtaniThailand
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11
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Tang KX, Shi T, Gänzle M. Effect of starter cultures on taste-active amino acids and survival of pathogenic Escherichia coli in dry fermented beef sausages. Eur Food Res Technol 2018. [DOI: 10.1007/s00217-018-3130-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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12
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Gene Expression Analysis as a Method to Predict OTA Accumulation in Dry-Cured Meat Products. FOOD ANAL METHOD 2018. [DOI: 10.1007/s12161-018-1231-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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13
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Uppada SR, Akula M, Bhattacharya A, Dutta JR. Immobilized lipase from Lactobacillus plantarum in meat degradation and synthesis of flavor esters. J Genet Eng Biotechnol 2017; 15:331-334. [PMID: 30647671 PMCID: PMC6296599 DOI: 10.1016/j.jgeb.2017.07.008] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2016] [Revised: 05/15/2017] [Accepted: 07/24/2017] [Indexed: 11/26/2022]
Abstract
Microbial lipases owing to their broad substrate specificity are widely used in various industrial applications like food processing, organic synthesis, detergent formulation and oil manufacturing. In the current study the immobilized lipase from Lactobacillus plantarum was found novel in degrading meat which can be applied in medical field and also in synthesizing different short chain fatty acid esters like 2,3,4-hydroxybenzyl acetates and triazole ester which makes a great impingement in natural flavor industry. The 4-hydroxybenzyl acetate obtained can also be used in cosmetics.
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Affiliation(s)
- Sita Ramyasree Uppada
- Department of Biological Sciences, BITS Pilani, Hyderabad Campus, Jawahar Nagar, Shameerpet Mandal, Hyderabad 500078, Telangana, India
| | - Mahesh Akula
- Department of Chemistry, BITS Pilani, Hyderabad Campus, Jawahar Nagar, Shameerpet Mandal, Hyderabad 500078, Telangana, India
| | - Anupam Bhattacharya
- Department of Chemistry, BITS Pilani, Hyderabad Campus, Jawahar Nagar, Shameerpet Mandal, Hyderabad 500078, Telangana, India
| | - Jayati Ray Dutta
- Department of Biological Sciences, BITS Pilani, Hyderabad Campus, Jawahar Nagar, Shameerpet Mandal, Hyderabad 500078, Telangana, India
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14
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Takeda S, Matsufuji H, Nakade K, Takenoyama SI, Ahhmed A, Sakata R, Kawahara S, Muguruma M. Investigation of lactic acid bacterial strains for meat fermentation and the product's antioxidant and angiotensin-I-converting-enzyme inhibitory activities. Anim Sci J 2016; 88:507-516. [DOI: 10.1111/asj.12673] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2015] [Revised: 04/01/2016] [Accepted: 04/28/2016] [Indexed: 11/27/2022]
Affiliation(s)
- Shiro Takeda
- Interdisciplinary Graduate School of Agriculture and Engineering; University of Miyazaki; Miyazaki Japan
- Department of Animal Science and Biotechnology, School of Veterinary Medicine; Azabu University; Sagamihara Kanagawa Japan
| | - Hisashi Matsufuji
- Department of Biochemistry and Applied Biosciences, Faculty of Agriculture; University of Miyazaki; Miyazaki Japan
| | - Koji Nakade
- Central Research Institute; Itoham Foods Inc.; Moriya Ibaraki Japan
| | - Shin-ichi Takenoyama
- Department of Nutrition Management, Faculty of Health and Nutrition; Minami- Kyushu University; Miyazaki Japan
| | - Abdulatef Ahhmed
- Department of Food Engineering, Faculty of Engineering; Erciyes University; Kayseri Turkey
| | - Ryoichi Sakata
- Department of Animal Science and Biotechnology, School of Veterinary Medicine; Azabu University; Sagamihara Kanagawa Japan
| | - Satoshi Kawahara
- Interdisciplinary Graduate School of Agriculture and Engineering; University of Miyazaki; Miyazaki Japan
- Department of Biochemistry and Applied Biosciences, Faculty of Agriculture; University of Miyazaki; Miyazaki Japan
| | - Michio Muguruma
- Interdisciplinary Graduate School of Agriculture and Engineering; University of Miyazaki; Miyazaki Japan
- Department of Biochemistry and Applied Biosciences, Faculty of Agriculture; University of Miyazaki; Miyazaki Japan
- Department of Nutrition Management, Faculty of Health and Nutrition; Minami- Kyushu University; Miyazaki Japan
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15
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Bacterial dynamics and metabolite changes in solid-state acetic acid fermentation of Shanxi aged vinegar. Appl Microbiol Biotechnol 2016; 100:4395-411. [PMID: 26754813 DOI: 10.1007/s00253-016-7284-3] [Citation(s) in RCA: 68] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2015] [Revised: 12/22/2015] [Accepted: 12/28/2015] [Indexed: 01/15/2023]
Abstract
Solid-state acetic acid fermentation (AAF), a natural or semi-controlled fermentation process driven by reproducible microbial communities, is an important technique to produce traditional Chinese cereal vinegars. Highly complex microbial communities and metabolites are involved in traditional Chinese solid-state AAF, but the association between microbiota and metabolites during this process are still poorly understood. In this study, we performed amplicon 16S rRNA gene sequencing on the Illumina MiSeq platform, PCR-denaturing gradient gel electrophoresis, and metabolite analysis to trace the bacterial dynamics and metabolite changes under AAF process. A succession of bacterial assemblages was observed during the AAF process. Lactobacillales dominated all the stages. However, Acetobacter species in Rhodospirillales were considerably accelerated during AAF until the end of fermentation. Quantitative PCR results indicated that the biomass of total bacteria showed a "system microbe self-domestication" process in the first 3 days, and then peaked at the seventh day before gradually decreasing until the end of AAF. Moreover, a total of 88 metabolites, including 8 organic acids, 16 free amino acids, and 66 aroma compounds were detected during AAF. Principal component analysis and cluster analyses revealed the high correlation between the dynamics of bacterial community and metabolites.
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16
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López CM, Sentandreu MA, Vignolo GM, Fadda SG. Proteomic and peptidomic insights on myofibrillar protein hydrolysis in a sausage model during fermentation with autochthonous starter cultures. Food Res Int 2015; 78:41-49. [DOI: 10.1016/j.foodres.2015.11.009] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2015] [Revised: 11/09/2015] [Accepted: 11/14/2015] [Indexed: 12/29/2022]
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17
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Technological advances for enhancing quality and safety of fermented meat products. Trends Food Sci Technol 2015. [DOI: 10.1016/j.tifs.2015.03.010] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
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18
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Mora L, Gallego M, Escudero E, Reig M, Aristoy MC, Toldrá F. Small peptides hydrolysis in dry-cured meats. Int J Food Microbiol 2015; 212:9-15. [PMID: 25944374 DOI: 10.1016/j.ijfoodmicro.2015.04.018] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2015] [Revised: 04/01/2015] [Accepted: 04/12/2015] [Indexed: 10/23/2022]
Abstract
Large amounts of different peptides are naturally generated in dry-cured meats as a consequence of the intense proteolysis mechanisms which take place during their processing. In fact, meat proteins are extensively hydrolysed by muscle endo-peptidases (mainly calpains and cathepsins) followed by exo-peptidases (mainly, tri- and di-peptidyl peptidases, dipeptidases, aminopeptidases and carboxypeptidases). The result is a large amount of released free amino acids and a pool of numerous peptides with different sequences and lengths, some of them with interesting sequences for bioactivity. This manuscript is presenting the proteomic identification of small peptides resulting from the hydrolysis of four target proteins (glyceraldehyde-3-phosphate dehydrogenase, beta-enolase, myozenin-1 and troponin T) and discusses the enzymatic routes for their generation during the dry-curing process. The results indicate that the hydrolysis of peptides follows similar exo-peptidase mechanisms. In the case of dry-fermented sausages, most of the observed hydrolysis is the result of the combined action of muscle and microbial exo-peptidases except for the hydrolysis of di- and tri-peptides, mostly due to microbial di- and tri-peptidases, and the release of amino acids at the C-terminal that appears to be mostly due to muscle carboxypeptidases.
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Affiliation(s)
- Leticia Mora
- Instituto de Agroquímica y Tecnología de Alimentos (CSIC), Paterna, Valencia, Spain
| | - Marta Gallego
- Instituto de Agroquímica y Tecnología de Alimentos (CSIC), Paterna, Valencia, Spain
| | - Elizabeth Escudero
- Instituto de Agroquímica y Tecnología de Alimentos (CSIC), Paterna, Valencia, Spain
| | - Milagro Reig
- Instituto de Ingeniería de Alimentos para el Desarrollo, Universidad Politécnica de Valencia, Spain
| | - M-Concepción Aristoy
- Instituto de Agroquímica y Tecnología de Alimentos (CSIC), Paterna, Valencia, Spain
| | - Fidel Toldrá
- Instituto de Agroquímica y Tecnología de Alimentos (CSIC), Paterna, Valencia, Spain.
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19
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Zeng X, Xia W, Jiang Q, Guan L. Biochemical and Sensory Characteristics of Whole Carp Inoculated With Autochthonous Starter Cultures. JOURNAL OF AQUATIC FOOD PRODUCT TECHNOLOGY 2015. [DOI: 10.1080/10498850.2012.754535] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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20
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Xu Y, Dai M, Zang J, Jiang Q, Xia W. Purification and Characterization of an Extracellular Acidic Protease of Pediococcus pentosaceus Isolated from Fermented Fish. FOOD SCIENCE AND TECHNOLOGY RESEARCH 2015. [DOI: 10.3136/fstr.21.739] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- Yanshun Xu
- State Key Laboratory of Food Science and Technology, School of Food Science and Technology, Jiangnan University
| | - Mengjie Dai
- State Key Laboratory of Food Science and Technology, School of Food Science and Technology, Jiangnan University
| | - Jinhong Zang
- State Key Laboratory of Food Science and Technology, School of Food Science and Technology, Jiangnan University
| | - Qixing Jiang
- State Key Laboratory of Food Science and Technology, School of Food Science and Technology, Jiangnan University
| | - Wenshui Xia
- State Key Laboratory of Food Science and Technology, School of Food Science and Technology, Jiangnan University
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21
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El Adab S, Essid I, Hassouna M. Microbiological, Biochemical and Textural Characteristics of a Tunisian Dry Fermented Poultry Meat Sausage Inoculated With Selected Starter Cultures. J Food Saf 2014. [DOI: 10.1111/jfs.12164] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Sabrine El Adab
- Research Unity “Food and Science Technologies-UR 04 AGR02”; High Food Industries School of Tunisia; 58 Avenue Alain Savary Tunis El Khadra 1003 Tunisia
| | - Ines Essid
- Research Unity “Food and Science Technologies-UR 04 AGR02”; High Food Industries School of Tunisia; 58 Avenue Alain Savary Tunis El Khadra 1003 Tunisia
- Department of Animal Resources, Fisheries and Food Technology; National Agronomic Institute of Tunisia; Tunis-Mahrajène Tunisia
| | - Mnasser Hassouna
- Research Unity “Food and Science Technologies-UR 04 AGR02”; High Food Industries School of Tunisia; 58 Avenue Alain Savary Tunis El Khadra 1003 Tunisia
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22
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Han X, Yi H, Zhang L, Huang W, Zhang Y, Zhang L, Du M. Improvement of Fermented Chinese Cabbage Characteristics by Selected Starter Cultures. J Food Sci 2014; 79:M1387-92. [DOI: 10.1111/1750-3841.12495] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2013] [Accepted: 04/14/2014] [Indexed: 11/28/2022]
Affiliation(s)
- Xue Han
- College of Food Science and Engineering; Harbin Inst. of Technology; Harbin 150090 China
| | - Huaxi Yi
- College of Food Science and Engineering; Harbin Inst. of Technology; Harbin 150090 China
| | - Lanwei Zhang
- College of Food Science and Engineering; Harbin Inst. of Technology; Harbin 150090 China
| | - Weiwei Huang
- College of Food Science and Engineering; Harbin Inst. of Technology; Harbin 150090 China
| | - Yingchun Zhang
- College of Food Science and Engineering; Harbin Inst. of Technology; Harbin 150090 China
| | - Lili Zhang
- College of Food Science and Engineering; Harbin Inst. of Technology; Harbin 150090 China
| | - Ming Du
- College of Food Science and Engineering; Harbin Inst. of Technology; Harbin 150090 China
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23
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Nie X, Lin S, Zhang Q. Proteolytic characterisation in grass carp sausage inoculated with Lactobacillus plantarum and Pediococcus pentosaceus. Food Chem 2014; 145:840-4. [DOI: 10.1016/j.foodchem.2013.08.096] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2013] [Revised: 08/13/2013] [Accepted: 08/23/2013] [Indexed: 11/25/2022]
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24
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Ščetar M, Kovačić E, Kurek M, Galić K. Shelf life of packaged sliced dry fermented sausage under different temperature. Meat Sci 2013; 93:802-9. [DOI: 10.1016/j.meatsci.2012.11.051] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2012] [Revised: 09/28/2012] [Accepted: 11/28/2012] [Indexed: 10/27/2022]
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25
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Zeng X, Xia W, Yang F, Jiang Q. Changes of biogenic amines in Chinese low-salt fermented fish pieces (Suan yu) inoculated with mixed starter cultures. Int J Food Sci Technol 2013. [DOI: 10.1111/ijfs.12010] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Xuefeng Zeng
- State Key Laboratory of Food Science and Technology; School of Food Science and Technology; Jiangnan University; Wuxi; Jiangsu; 214122; China
| | - Wenshui Xia
- State Key Laboratory of Food Science and Technology; School of Food Science and Technology; Jiangnan University; Wuxi; Jiangsu; 214122; China
| | - Fang Yang
- State Key Laboratory of Food Science and Technology; School of Food Science and Technology; Jiangnan University; Wuxi; Jiangsu; 214122; China
| | - Qixing Jiang
- State Key Laboratory of Food Science and Technology; School of Food Science and Technology; Jiangnan University; Wuxi; Jiangsu; 214122; China
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26
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27
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Combined use of a probiotic culture and citrus fiber in a traditional sausage ‘Longaniza de Pascua’. Food Control 2012. [DOI: 10.1016/j.foodcont.2012.04.009] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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28
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Castellano P, Aristoy MC, Sentandreu MA, Vignolo G, Toldrá F. Lactobacillus sakei CRL1862 improves safety and protein hydrolysis in meat systems. J Appl Microbiol 2012; 113:1407-16. [PMID: 22963007 DOI: 10.1111/jam.12005] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2012] [Revised: 08/06/2012] [Accepted: 08/16/2012] [Indexed: 11/28/2022]
Abstract
AIMS The capacity of Lactobacillus sakei CRL1862 to prevent the growth of pathogens and its ability to degrade sarcoplasmic and myofibrillar proteins in pork meat systems was evaluated. In addition, basic safety aspects of Lact. sakei CRL1862 such as production of biogenic amines and antibiotic susceptibility were addressed. METHODS AND RESULTS The bacteriocin-producing Lact. sakei CRL1862 showed respectively bactericide and bacteriostatic effect against Listeria monocytogenes and Staphylococcus aureus in beaker sausage assay during 9 days of storage at 22 °C. The hydrolytic effect of Lact. sakei CRL1862 on protein extracts was evaluated by SDS-PAGE and reverse phase HPLC. A more pronounced proteolysis was evidenced in inoculated sarcoplasmic proteins compared with myofibrillar extracts with the generation of predominantly hydrophilic peptides and increase of total free amino acids concentration. Lactobacillus sakei CRL1862 produced neither histamine nor tyrosine and exhibited no resistance to the antibiotics assayed. CONCLUSIONS Lactobacillus sakei CRL1862 effectively controlled the growth of L. monocytogenes and Staph. aureus; moreover, it was able to hydrolyse pork meat extracts generating peptides and amino acids, which may improve hygienic and sensorial attributes of fermented meat products. SIGNIFICANCE AND IMPACT OF THE STUDY The use of an integrated approach to evaluate the major traits of Lact. sakei CRL1862 showed it can be applied as an autochthonous functional starter in meat fermentation.
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Affiliation(s)
- P Castellano
- Centro de Referencia para Lactobacilos, Tucumán, Argentina.
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29
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Trani A, Gambacorta G, Loizzo P, Alviti G, Schena A, Faccia M, Aquilanti L, Santarelli S, Di Luccia A. Biochemical traits of Ciauscolo, a spreadable typical Italian dry-cured sausage. J Food Sci 2011; 75:C514-24. [PMID: 20722905 DOI: 10.1111/j.1750-3841.2010.01703.x] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Ciauscolo is a short-ripened fermented sausage manufactured in the Marche region (central Italy) that has recently received a protected geographical indication product classification (PGI). The aim of this study was the exploration of the biochemical traits of this traditional Italian salami, with a special focus on protein and lipid composition. Ciauscolo salami was characterized by pH of 5.1 and 0.91 water activity. A prevalence of lactic acid bacteria in the microbiota was found. The free amino acids and biogenic amines average content was 2657 and 255 mg/kg, respectively. With regards to lipids composition unsaturated fatty acids represented 63% and 72% of total and free fatty acids. Despite these results had wide statistical variability, attributable to differences in the processing parameters and raw matter used, some peculiar traits were found: (1) structural muscular proteins underwent to less proteolysis than sarcoplasmic ones; (2) glycogen phosphorylase, enolase, and aldolase were the most proteolyzed among the sacoplasmic proteins; (3) there was inverse correlation between histamine content and yeasts population, and a direct correlation between the gly-pro content and lactic acid bacteria counts; (4) the content of aspartic acid and methyonine seem to be a possible molecular marker able to distinguish between double and single milling.
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Affiliation(s)
- Antonio Trani
- Dipto. di Progettazione e Gestione del Sistemi Agro-zootecnici e forestali, Univ. di Bari, Bari, Italy
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30
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FADDA SILVINA, VILDOZA MARÍAJOSÉ, VIGNOLO GRACIELA. THE ACIDOGENIC METABOLISM OF LACTOBACILLUS PLANTARUM CRL 681 IMPROVES SARCOPLASMIC PROTEIN HYDROLYSIS DURING MEAT FERMENTATION. ACTA ACUST UNITED AC 2010. [DOI: 10.1111/j.1745-4573.2009.00202.x] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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31
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Rai KP, Zhang C, Xia WS. Effects of pure starter cultures on physico-chemical and sensory quality of dry fermented Chinese-style sausage. JOURNAL OF FOOD SCIENCE AND TECHNOLOGY 2010; 47:188-94. [PMID: 23572623 PMCID: PMC3550974 DOI: 10.1007/s13197-010-0030-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Revised: 08/03/2009] [Accepted: 08/07/2009] [Indexed: 10/19/2022]
Abstract
Dry fermented Chinese-style sausages prepared in laboratory inoculating with Lactobacillus casei subsp. casei-1.001, Pediococcus pentosaceus-ATCC 33316, Staphylococcus xylosus-12 and without starter culture randomly sampled at 0, 3, 10, and 24 days of ripening were analyzed for physico-chemical and sensory qualities. A significant (p<0.05) decrease in moisture content of sausage during ripening was observed, whereas other major chemical parameters remained unchanged. The microbial fermentation resulted in decreased pH and nitrite but increased non protein nitrogen and total volatile basic nitrogen in the products. Starter cultures except P. Pentosaceous-ATCC 33316, used in the sausage failed to suppress rancidity in ripened product as indicated by a significant (p<0.05) rise in thiobarbituric acid. The lightness (L) and yellowness (b) in the colour of all sausages decreased with ripening time, meanwhile the redness (a) increased significantly (p<0.05) in sausages inoculated with cultures L. casei subsp. casei-1.001 and S. xylosus-12. The texture profile of sausages was almost similar except for P. Pentosaceous-ATCC 33316, which showed significantly (p<0.05) lower hardness and gumminess. Based on the sensory and physico-chemical quality criteria, S. xylosus-12 could be used as a starter culture to produce dry fermented Chinese-style sausage of high quality.
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Affiliation(s)
- Krishna P. Rai
- />School of Food Science and Technology, Southern Yangtze University, Wuxi, 214 036 Peoples Republic of China
| | - Chunhui Zhang
- />Technology Centre of Shuanghui Group, Luohe, Henan, China
| | - Wen Shui Xia
- />School of Food Science and Technology, Southern Yangtze University, Wuxi, 214 036 Peoples Republic of China
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32
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Ruiz AG, Mariscal C, Soriano A. Influence of hunting-season stage and ripening conditions on nitrogen fractions and degradation of myofibrillar proteins in venison (Cervus elaphus) chorizo sausages. Meat Sci 2007; 76:74-85. [DOI: 10.1016/j.meatsci.2006.10.015] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2006] [Revised: 09/04/2006] [Accepted: 10/16/2006] [Indexed: 10/23/2022]
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33
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Hu Y, Xia W, Ge C. Effect of mixed starter cultures fermentation on the characteristics of silver carp sausages. World J Microbiol Biotechnol 2006. [DOI: 10.1007/s11274-006-9330-2] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/29/2022]
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34
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Rantsiou K, Cocolin L. New developments in the study of the microbiota of naturally fermented sausages as determined by molecular methods: A review. Int J Food Microbiol 2006; 108:255-67. [PMID: 16481061 DOI: 10.1016/j.ijfoodmicro.2005.11.013] [Citation(s) in RCA: 91] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2004] [Revised: 06/05/2005] [Accepted: 11/17/2005] [Indexed: 11/16/2022]
Abstract
The microflora of different types of fermented sausages has been defined by isolation and biochemical identification of the microorganisms commonly found in these products. It is generally agreed that the main microbial groups involved in such products are lactic acid bacteria and coagulase-negative cocci. In addition, and depending on the product, other groups may play a role, such as yeasts and enterococci. Since it appears that the types of microbial groups, or even the specific strains of a given microbial group, that dominate the fermentation, significantly affect the organoleptic profile of the final product, there is an increasing interest in the description of the microbiota that are found in different fermented sausages. More recently, new tools, based on molecular methods, allowing fast and unequivocal identification of strains, isolated from fermented sausages, became available. These methods have been successfully applied and, in general, biochemical and molecular identification compared well. However, new information comes to light when molecular methods are applied to DNA and/or RNA extracted directly from sausages. This approach eliminates problems related to traditional isolation. This review deals with the recent findings and results of the application of molecular methods, in a culture-dependent and culture-independent manner, on the study of the microflora of fermented sausages.
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Affiliation(s)
- Kalliopi Rantsiou
- Dipartimento di Scienze degli Alimenti, Facolta' di Agraria, Universita' di Udine, via Marangoni 97, 33100, Udine, Italy
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35
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Leroy F, Verluyten J, De Vuyst L. Functional meat starter cultures for improved sausage fermentation. Int J Food Microbiol 2006; 106:270-85. [PMID: 16213053 DOI: 10.1016/j.ijfoodmicro.2005.06.027] [Citation(s) in RCA: 356] [Impact Index Per Article: 19.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2004] [Accepted: 06/28/2005] [Indexed: 10/25/2022]
Abstract
Starter cultures that initiate rapid acidification of the raw meat batter and that lead to a desirable sensory quality of the end-product are used for the production of fermented sausages. Recently, the use of new, functional starter cultures with an industrially or nutritionally important functionality is being explored. Functional starter cultures offer an additional functionality compared to classical starter cultures and represent a way of improving and optimising the sausage fermentation process and achieving tastier, safer, and healthier products. Examples include microorganisms that generate aroma compounds, health-promoting molecules, bacteriocins or other antimicrobials, contribute to cured meat colour, possess probiotic qualities, or lack negative properties such as the production of biogenic amines and toxic compounds. The vast quantity of artisan fermented sausages from different origins represents a treasure chest of biodiversity that can be exploited to create such functional starter cultures.
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Affiliation(s)
- Frédéric Leroy
- Research Group of Industrial Microbiology, Fermentation Technology and Downstream Processing (IMDO), Department of Applied Biological Sciences, Vrije Universiteit Brussel (VUB), Pleinlaan 2, B-1050 Brussels, Belgium
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36
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CANDOGAN KEZBAN, ACTON JAMESC. PROTEOLYTIC ACTIVITY OF BACTERIAL STARTER CULTURES FOR MEAT FERMENTATION. ACTA ACUST UNITED AC 2004. [DOI: 10.1111/j.1745-4573.2004.tb00677.x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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