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El-Zamkan MA, Ahmed AS, Abdelhafeez HH, Mohamed HMA. Molecular characterization of Vibrio species isolated from dairy and water samples. Sci Rep 2023; 13:15368. [PMID: 37717062 PMCID: PMC10505214 DOI: 10.1038/s41598-023-42334-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Accepted: 09/08/2023] [Indexed: 09/18/2023] Open
Abstract
Vibrio species can cause foodborne infections and lead to serious gastrointestinal illnesses. The purpose of this research was to detect the Vibrio cholerae and Vibrio parahaemolyticus in raw milk, dairy products, and water samples. Also, it investigated the virulence factors, antibiotic resistance and biofilm formation in isolated bacteria. Conventional and molecular approaches were used to identify the isolates in this study. Vibrio species were detected in 5% of the samples. Vibrio cholerae and Vibrio parahaemolyticus were isolated from 1.25 and 1.5%, respectively, of the total samples. Penicillin resistance was detected in all strains of Vibrio cholerae and Vibrio parahaemolyticus, with a MAR index ranging from 0.16 to 0.5. Four isolates were moderate biofilm producer and three of them were MDR. When Vibrio cholerae was screened for virulence genes, ctxAB, hlyA, and tcpA were found in 80, 60, and 80% of isolates, respectively. However, tdh + /trh + associated-virulence genes were found in 33.3% of Vibrio parahaemolyticus isolates.
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Affiliation(s)
- Mona A El-Zamkan
- Department of Food Hygiene and Control (Milk Hygiene), Faculty of Veterinary Medicine, South Valley University, Qena, 83523, Egypt.
| | - Ahmed Shaban Ahmed
- Department of Food Hygiene and Control (Milk Hygiene), Faculty of Veterinary Medicine, South Valley University, Qena, 83523, Egypt
| | - Hanan H Abdelhafeez
- Department of Cell and Tissues, Faculty of Veterinary Medicine, Assiut University, Assiut, 71526, Egypt.
| | - Hams M A Mohamed
- Department of Microbiology, Faculty of Veterinary Medicine, South Valley University, Qena, 83523, Egypt.
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2
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Samelis J, Kakouri A. Microbiological Characterization of Greek Galotyri Cheese PDO Products Relative to Whether They Are Marketed Fresh or Ripened. Fermentation 2022; 8:492. [DOI: 10.3390/fermentation8100492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Galotyri is the most popular traditional Greek PDO soft acid-curd cheese. This study compared the microbial numbers and types and characterized the lactic acid bacteria (LAB) biota of two artisan-type Galotyri PDO cheese varieties, one marketed fresh (Brand-K) and the other ripened (Brand-Z). Two retail batches of each cheese variety were analyzed, and a total of 102 LAB isolates were biochemically identified. LAB (7.2–9.3 log CFU/g) prevailed in all cheeses, followed by yeasts (5.8–6.8 log CFU/g). Typical starter strains of Streptococcus thermophilus and Lactobacillus delbrueckii were the most abundant species in all batches. However, the fresh Brand-K cheeses had 1–3 log units higher thermophilic starter LAB counts than the ripened Brand-Z cheeses, which contained a more diverse viable LAB biota comprising Lacticaseibacillus paracasei, Leuconostocmesenteroides, Lentilactobacillus (L. diolivorans, L. kefiri, L. hilgardii), Pediococcusinopinatus/parvulus, few spontaneous nonstarter thermophilic streptococci and lactobacilli, and Enterococcus faecium and E. faecalis at higher subdominant levels.Conversely, the fresh Brand-K cheeses were enriched in members of the Lactiplantibacillus plantarum group; other LAB species were sporadically isolated, including Lactococcus lactis. All retail cheeses were safe (pH 3.9–4.0). No Salmonella spp. or Listeria monocytogenes were detected in 25-g samples by culture enrichment; however, Listeria innocua and coagulase-positive staphylococci (850 CFU/g) survived in one ripened batch. Gram-negative bacteria were <100 CFU/g in all cheeses. In conclusion, ripening reduced the starter LAB viability but increased the nonstarter LAB species diversity in the present Galotyri PDO market cheeses.
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Khalil N, Kheadr E, El‐Ziney M, Dabour N. Lactobacillus plantarum
protective cultures to improve safety and quality of wheyless Domiati‐like cheese. J FOOD PROCESS PRES 2022. [DOI: 10.1111/jfpp.16416] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Noha Khalil
- Functional Foods and Nutraceuticals Laboratory (FFNL), Department of Dairy Science and Technology, Faculty of Agriculture University of Alexandria Egypt
| | - Ehab Kheadr
- Functional Foods and Nutraceuticals Laboratory (FFNL), Department of Dairy Science and Technology, Faculty of Agriculture University of Alexandria Egypt
| | - Mohamed El‐Ziney
- Functional Foods and Nutraceuticals Laboratory (FFNL), Department of Dairy Science and Technology, Faculty of Agriculture University of Alexandria Egypt
| | - Nassra Dabour
- Functional Foods and Nutraceuticals Laboratory (FFNL), Department of Dairy Science and Technology, Faculty of Agriculture University of Alexandria Egypt
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Shi Q, Wang X, Ju Z, Liu B, Lei C, Wang H, Li H. Technological and Safety Characterization of Kocuria rhizophila Isolates From Traditional Ethnic Dry-Cured Ham of Nuodeng, Southwest China. Front Microbiol 2021; 12:761019. [PMID: 34867891 PMCID: PMC8634685 DOI: 10.3389/fmicb.2021.761019] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Accepted: 10/25/2021] [Indexed: 11/24/2022] Open
Abstract
Nuodeng ham is known for its unique processing techniques and flavor. In the present study, proteolytic microorganisms from cured artisanal Nuodeng ham were investigated in order to identify and select potential starter cultures for its faster and safer fermentation. Eight isolates, accounting for 57% of proteolytic microorganisms, were found to be related to Kocuria rhizophila. Relevant properties of K. rhizophila as potential starter culture were evaluated in vitro for the first time. Intra-species diversities were found in phylogenetic and physiological properties of K. rhizophila isolates. Nevertheless, desirable attributes, such as halo-tolerance, nitrate reductase and protease activity, as well as the absence of antimicrobial resistance and amino acid decarboxylase activity, were observed in selected isolates. Moreover, genome analysis of isolates K24 and K45 confirmed their lack of typical genes for virulence, antimicrobial resistance and amino acid decarboxylase. K. rhizophila may thus represent a novel starter candidate of coagulase-negative cocci group and contribute to color and flavor development of fermented meats.
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Affiliation(s)
- Qiao Shi
- Institute of Agro-Products Processing, Yunnan Academy of Agricultural Sciences, Kunming, China
| | - Xinrui Wang
- Institute of Agro-Products Processing, Yunnan Academy of Agricultural Sciences, Kunming, China
| | - Zijing Ju
- College of Life Sciences, Sichuan University, Chengdu, China
| | - Biqin Liu
- Institute of Agro-Products Processing, Yunnan Academy of Agricultural Sciences, Kunming, China
| | - Changwei Lei
- College of Life Sciences, Sichuan University, Chengdu, China
| | - Hongning Wang
- College of Life Sciences, Sichuan University, Chengdu, China
| | - Hong Li
- Institute of Agro-Products Processing, Yunnan Academy of Agricultural Sciences, Kunming, China
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Todorov SD, Holzapfel WH, Nero LA. Safety evaluation and bacteriocinogenic potential of Pediococcus acidilactici strains isolated from artisanal cheeses. Lebensm Wiss Technol 2021; 139:110550. [DOI: 10.1016/j.lwt.2020.110550] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Souza PVD, Grecellé CBZ, Barreto F, Ramírez-Castrillon M, Valente P, Costa MD. Bacteria and yeasts associated to Colonial cheese production chain and assessment of their hydrolytic potential. Braz J Food Technol 2021. [DOI: 10.1590/1981-6723.28620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Abstract Different types of microorganisms are important in cheese-making because of the contributions their metabolism offers during the process. Few microorganisms present in Colonial cheese are known, in addition to the ones that are introduced to kick-start the processes or the ones that are associated with infections or poisonings. This study aimed to identify, by MALDI-TOF and/or DNA sequencing, the bacteria and yeasts isolated from samples collected in the main stages of Colonial cheese production, i.e., a type of cheese produced in the southern region of Brazil. The lytic capacity of these microorganisms at 5 °C and 30 °C was also evaluated. The 58 bacterial strains were distributed in 10 species among the genera Bacillus, Citrobacter, Klebsiella, Lactococcus, Paenibacillus, Staphylococcus and Raoutella. From the 13 yeasts strains analyzed, three species were identified as following: Candida pararugosa; Meyerozyma guilliermondii; and Rhodotorula mucilaginosa. In three yeasts isolates it was possible to identify only the genus Candida sp. and Trichosporon sp. The species L. lactis (48%) and M. guilliermondii (46%) were, respectively, the predominant bacteria and yeasts species isolated. The highest microbial lytic activity observed was at 30 °C. Lipase activity on isolates was proportionally more observed with yeasts and proteolytic activity with bacteria. Lower caseinase and lipase activity was observed at 5 °C, demonstrating the importance of refrigeration in controlling microbial activity. This research highlighted the cultivation of some microorganisms that are part of the Colonial cheese microbiota as well as that several of them can hydrolyze various compounds present in milk and that could be associated with its maturation or, in uncontrolled circumstances, could be the cause of product deterioration.
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Hegab OW, Abdel-Latif EF, Moawad AA. Isolation of enterotoxigenic Staphylococcus aureus harboring seb gene and enteropathogenic Escherichia coli (serogroups O18, O114, and O125) from soft and hard artisanal cheeses in Egypt. Open Vet J 2020; 10:297-307. [PMID: 33282701 PMCID: PMC7703607 DOI: 10.4314/ovj.v10i3.8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Accepted: 08/25/2020] [Indexed: 11/17/2022] Open
Abstract
Background: Soft and hard artisanal cheeses are regularly consumed in Egypt. These products are usually processed from raw milk which may harbor many pathogenic and spoilage microorganisms. Aim: To evaluate the safety of some artisanal cheeses in Egypt, such as Ras, Domiati, and Mish, through chemical and microbiological examination. Methods: One hundred and fifty random samples of traditional Ras, Domiati, and Mish cheeses (50 each) were microbiologically and chemically analyzed. Counts of total bacteria, presumptive coliform, staphylococci, yeast, and mold were estimated. Furthermore, isolation of Escherichia coli and Staphylococcus aureus was performed, followed by PCR confirmation; isolates of E. coli were examined for the presence of virulence genes; on the other hand, the detection of the five classical enterotoxin genes of S. aureus was performed using multiplex PCR. Regarding chemical analysis, moisture, salt, and acidity content were measured. Correlations between chemical and microbial findings were investigated. Results: Mean counts of total bacteria, presumptive coliform, staphylococci, yeast, and mold were (2 × 108, 3 × 106 and 1 × 107 ), (3 × 105, 5 × 10 and 5 × 102), (1 × 106, 4 × 105and 1 × 105), (3 × 105, 1 × 105 and 5 × 105), and (7 × 103, 4 × 103 and 3 × 104) for Ras, Domiati and Mish cheeses, respectively. Serological identification of suspected E. coli revealed that E. coli O125 was isolated from Ras and Domiati samples, E. coli O18 was recovered from Ras samples, while E. coli O114 was isolated from Mish samples. PCR results revealed that all detected isolates of E. coli were positive for both iss (increased serum survival) and fimH (type 1 fimbriae) genes. Concerning isolated S. aureus, all examined products were harboring S. aureus enterotoxigenic strains, with seb and sed genes being the most common. The mean values of moisture, salt, and acidity were (30.03, 56.44, and 58.70), (3.30, 6.63, and 7.56) and (0.65, 0.68, and 0.50) for Ras, Domiati, and Mish cheeses, respectively. Conclusion: Enterotoxigenic S. aureus harboring seb gene and enteropathogenic E. coli (serogroups O18, O114, and O125) were frequently isolated from soft and hard artisanal cheeses in Egypt. Therefore, strict hygienic measures should be applied during their manufacture, handing, and distribution.
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Affiliation(s)
- Ola Wagih Hegab
- Department of Food Hygiene and Control, Faculty of Veterinary Medicine, Cairo University, Giza, Egypt
| | - Eman F Abdel-Latif
- Department of Food Hygiene and Control, Faculty of Veterinary Medicine, Cairo University, Giza, Egypt
| | - Ashraf Ahmed Moawad
- Department of Food Hygiene and Control, Faculty of Veterinary Medicine, Cairo University, Giza, Egypt
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8
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Kamilari E, Anagnostopoulos DA, Papademas P, Kamilaris A, Tsaltas D. Characterizing Halloumi cheese's bacterial communities through metagenomic analysis. Lebensm Wiss Technol 2020. [DOI: 10.1016/j.lwt.2020.109298] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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9
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Yunita D, Dodd CE. Microbial community dynamics of a blue-veined raw milk cheese from the United Kingdom. J Dairy Sci 2018; 101:4923-4935. [DOI: 10.3168/jds.2017-14104] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2017] [Accepted: 02/10/2018] [Indexed: 11/19/2022]
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10
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Karabey B, Eroglu D, Vural C, Ozdemir G, Yerlikaya O, Kinik O. Determination of the microbial flora in traditional İzmir Tulum cheeses by Denaturing Gradient Gel Electrophoresis. J Food Sci Technol 2018; 55:956-963. [PMID: 29487437 DOI: 10.1007/s13197-017-3003-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Revised: 06/16/2017] [Accepted: 12/18/2017] [Indexed: 10/18/2022]
Abstract
In this study, it was aimed to determine microbial flora members in three traditional Tulum cheeses (C1, C2 and C3) produced in different villages and settlement areas in İzmir, Turkey. For this purpose, culture depended and 16S rRNA based culture independent methods were used. According to the results of culture depended method, Lactococcus spp., Enterococcus spp., Staphylococcus spp., Lactobacillus spp., Pediococcus spp. and yeast-mold were detected in all samples at different levels. In order to determine and identify both of the culturable and non-culturable microorganisms, denaturing gradient gel electrophoresis (DGGE) method was used. DGGE results have shown that there were eight different dominant microorganisms (Streptococcus thermophilus, Lactococcus lactis subs. lactis, Streptococcus infantarius subs. infantarius, Lactobacillus gallinarum, Streptococcus equinus, Enterococcus faecalis, Enterococcus faecium, Lactococcus garvieae) in three regionally cheese samples. Further more, total bacterial loads were monitored with real-time PCR (qPCR) method. According to the results, 3.5 × 108, 3.8 × 108, 8.4 × 108 copy number of DNA was detected in C1, C2 and C3 cheese samples, respectively. This study is the first description for the dynamics of microbial composition of Izmir Tulum cheese after the production and brining processes.
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Affiliation(s)
- Burcin Karabey
- 1Department of Biology, Basic and Industrial Microbiology Section, Faculty of Science, Ege University, Bornova, Izmir, Turkey
| | - Didem Eroglu
- 1Department of Biology, Basic and Industrial Microbiology Section, Faculty of Science, Ege University, Bornova, Izmir, Turkey
| | - Caner Vural
- 1Department of Biology, Basic and Industrial Microbiology Section, Faculty of Science, Ege University, Bornova, Izmir, Turkey
| | - Guven Ozdemir
- 1Department of Biology, Basic and Industrial Microbiology Section, Faculty of Science, Ege University, Bornova, Izmir, Turkey
| | - Oktay Yerlikaya
- 2Department of Dair Technology, Faculty of Agriculture, Ege University, Bornova, Izmir, Turkey
| | - Ozer Kinik
- 2Department of Dair Technology, Faculty of Agriculture, Ege University, Bornova, Izmir, Turkey
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11
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Ibrahim A, Awad S. Selection and identification of protective culture for controlling
Staphylococcus aureus
in fresh Domiati like cheese. J Food Saf 2017. [DOI: 10.1111/jfs.12418] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Amel Ibrahim
- Department of Dairy Science and TechnologyFaculty of Agriculture (El‐Shatby), Alexandria UniversityAlexandria Egypt
| | - Sameh Awad
- Department of Dairy Science and TechnologyFaculty of Agriculture (El‐Shatby), Alexandria UniversityAlexandria Egypt
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12
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Affiliation(s)
- Yujing Wang
- College of Food Science and Technology; Yunnan Agricultural University; Kunming Yunnan 650201, China
| | - Jie Guo
- College of Long Run Pu-erh Tea; Yunnan Agricultural University; Kunming 650201, China
| | - Aixiang Huang
- College of Food Science and Technology; Yunnan Agricultural University; Kunming Yunnan 650201, China
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13
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Mattiello S, Caroprese M, Matteo CG, Fortina R, Martini A, Martini M, Parisi G, Russo C, Zecchini M. Typical dairy products in Africa from local animal resources. Italian Journal of Animal Science 2017. [DOI: 10.1080/1828051x.2017.1401910] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Silvana Mattiello
- Dipartimento di Medicina veterinaria – Laboratorio di Benessere animale, Etologia applicata e Produzioni sostenibili, University of Milan, Milano, Italy
| | - Mariangela Caroprese
- Dipartimento di Scienze Agrarie, degli Alimenti e dell'Ambiente, University of Foggia, Foggia, Italy
| | | | - Riccardo Fortina
- Dipartimento di Scienze Agrarie, Forestali e Alimentari and CISAO – Centro Interdipartimentale di Ricerca e Cooperazione Tecnico-Scientifica con l’Africa, University of Torino, Torino, Italy
| | - Andrea Martini
- Dipartimento di Scienze delle Produzioni Agroalimentari e dell'Ambiente, University of Firenze, Firenze, Italy
| | - Mina Martini
- Dipartimento di Scienze Veterinarie, University of Pisa, Pisa, Italy
| | - Giuliana Parisi
- Dipartimento di Scienze delle Produzioni Agroalimentari e dell'Ambiente, University of Firenze, Firenze, Italy
| | - Claudia Russo
- Dipartimento di Scienze Veterinarie, University of Pisa, Pisa, Italy
| | - Massimo Zecchini
- Dipartimento di Medicina veterinaria – Laboratorio di Benessere animale, Etologia applicata e Produzioni sostenibili, University of Milan, Milano, Italy
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Cavicchioli V, Camargo A, Todorov S, Nero L. Novel bacteriocinogenic Enterococcus hirae and Pediococcus pentosaceus strains with antilisterial activity isolated from Brazilian artisanal cheese. J Dairy Sci 2017; 100:2526-2535. [DOI: 10.3168/jds.2016-12049] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Accepted: 12/21/2016] [Indexed: 11/19/2022]
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16
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Hui W, Hou Q, Cao C, Xu H, Zhen Y, Kwok LY, Sun T, Zhang H, Zhang W. Identification of Microbial Profile of Koji Using Single Molecule, Real-Time Sequencing Technology. J Food Sci 2017; 82:1193-1199. [PMID: 28369806 DOI: 10.1111/1750-3841.13699] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2016] [Revised: 02/16/2017] [Accepted: 02/24/2017] [Indexed: 12/18/2022]
Abstract
Koji is a kind of Japanese traditional fermented starter that has been used for centuries. Many fermented foods are made from koji, such as sake, miso, and soy sauce. This study used the single molecule real-time sequencing technology (SMRT) to investigate the bacterial and fungal microbiota of 3 Japanese koji samples. After SMRT analysis, a total of 39121 high-quality sequences were generated, including 14354 bacterial and 24767 fungal sequence reads. The high-quality gene sequences were assigned to 5 bacterial and 2 fungal plyla, dominated by Proteobacteria and Ascomycota, respectively. At the genus level, Ochrobactrum and Wickerhamomyces were the most abundant bacterial and fungal genera, respectively. The predominant bacterial and fungal species were Ochrobactrum lupini and Wickerhamomyces anomalus, respectively. Our study profiled the microbiota composition of 3 Japanese koji samples to the species level precision. The results may be useful for further development of traditional fermented products, especially optimization of koji preparation. Meanwhile, this study has demonstrated that SMRT is a robust tool for analyzing the microbial composition in food samples.
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Affiliation(s)
- Wenyan Hui
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education of P.R. China, Inner Mongolia Agricultural Univ., Hohhot, 010018, P. R. China
| | - Qiangchuan Hou
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education of P.R. China, Inner Mongolia Agricultural Univ., Hohhot, 010018, P. R. China
| | - Chenxia Cao
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education of P.R. China, Inner Mongolia Agricultural Univ., Hohhot, 010018, P. R. China
| | - Haiyan Xu
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education of P.R. China, Inner Mongolia Agricultural Univ., Hohhot, 010018, P. R. China
| | - Yi Zhen
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education of P.R. China, Inner Mongolia Agricultural Univ., Hohhot, 010018, P. R. China
| | - Lai-Yu Kwok
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education of P.R. China, Inner Mongolia Agricultural Univ., Hohhot, 010018, P. R. China
| | - Tiansong Sun
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education of P.R. China, Inner Mongolia Agricultural Univ., Hohhot, 010018, P. R. China
| | - Heping Zhang
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education of P.R. China, Inner Mongolia Agricultural Univ., Hohhot, 010018, P. R. China
| | - Wenyi Zhang
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education of P.R. China, Inner Mongolia Agricultural Univ., Hohhot, 010018, P. R. China
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Perin LM, Savo Sardaro ML, Nero LA, Neviani E, Gatti M. Bacterial ecology of artisanal Minas cheeses assessed by culture-dependent and -independent methods. Food Microbiol 2017; 65:160-169. [PMID: 28399998 DOI: 10.1016/j.fm.2017.02.005] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2016] [Revised: 01/10/2017] [Accepted: 02/09/2017] [Indexed: 10/20/2022]
Abstract
Artisanal Minas cheese is produced in Minas Gerais state, Brazil and its varieties are named according to their geographical origin (Serro, Canastra, Serra do Salitre, Araxá and Campo das Vertentes). The cheese is produced with raw cow's milk and the whey from the previous cheese production ("pingo"). The high economic and cultural importance of artisanal cheese in Brazil justifies the efforts to ensure its safety, quality and provenance. This study aimed to characterize the microbial diversity composition, and geographical distribution of artisanal Minas cheese, focusing on the characterization of its autochthonous lactic acid bacteria (LAB) microbiota. Artisanal Minas cheese varieties from Serro, Canastra, Serra do Salitre, Araxá and Campo das Vertentes were analyzed by culture-dependent (culturing and LAB sequencing) and -independent (repetitive extragenic palindromic-PCR (rep-PCR) and length heterogeneity-PCR, LH-PCR) methods to characterize the microbiota. The microbial counts were variable between cheese samples, and some samples presented high number of coagulase positive bacteria and coliforms that may be associated with hygienic issues. In all samples was observed a prevalence of LAB. 16S rRNA sequencing and rep-PCR of the LAB strains identified four genus (Lactobacillus, Lactococcus, Enterococcus and Weissella), ten species and more than one strain per species. Lactobacillus was the most prevalent genera in all the cheeses. LH-PCR revealed a further six genera and ten species that were not identified by culturing, highlighting the importance of combining both culture-dependent and -independent methods to fully characterize microbiota diversity. Principal component analysis of the LH-PCR data and cluster analysis of rep-PCR data revealed that the artisanal Minas cheese microbiota was influenced not only by their geographical origin but also by the cheese farm. The lack of standardization in the milking and cheese manufacturing procedures between artisanal cheese farms could explain the microbial diversity.
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Affiliation(s)
- Luana Martins Perin
- University of Parma, Department of Food Science, Parco Area delle Scienze 49/A, 43124 Parma, Italy.
| | - Maria Luisa Savo Sardaro
- University of Parma, Department of Food Science, Parco Area delle Scienze 49/A, 43124 Parma, Italy
| | - Luís Augusto Nero
- Universidade Federal de Viçosa, Departamento de Veterinária, Campus Universitário, Centro, 36570-900 Viçosa, MG, Brazil
| | - Erasmo Neviani
- University of Parma, Department of Food Science, Parco Area delle Scienze 49/A, 43124 Parma, Italy
| | - Monica Gatti
- University of Parma, Department of Food Science, Parco Area delle Scienze 49/A, 43124 Parma, Italy.
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Gibello A, Galán-Sánchez F, Blanco MM, Rodríguez-Iglesias M, Domínguez L, Fernández-Garayzábal JF. The zoonotic potential of Lactococcus garvieae: An overview on microbiology, epidemiology, virulence factors and relationship with its presence in foods. Res Vet Sci 2016; 109:59-70. [DOI: 10.1016/j.rvsc.2016.09.010] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2016] [Revised: 09/13/2016] [Accepted: 09/16/2016] [Indexed: 01/10/2023]
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19
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Mangia NP, Fancello F, Deiana P. Microbiological characterization using combined culture dependent and independent approaches of Casizolu pasta filata cheese. J Appl Microbiol 2016; 120:329-45. [PMID: 26551888 DOI: 10.1111/jam.13001] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2015] [Revised: 09/22/2015] [Accepted: 11/02/2015] [Indexed: 12/30/2022]
Abstract
AIMS Casizolu is a traditional Sardinian (Italy) pasta filata cheese made with cow raw milk belonging to Sardo-Modicana and/or Bruno-Sarda breeds added with natural whey starter. This work aims to describe the traditional technology of this product and to evaluate the microbial groups/species involved in the first month of ripening. METHODS AND RESULTS Raw milk, curd after stretching and Casizolu cheese samples from two different farmsteads were subjected to enumeration of microbial groups, isolation and genotypic characterization of isolates and PCR temporal temperature gel electrophoresis (TTGE) analysis. The counts of lactobacilli and lactococci groups in raw milk were about 5-6 log UFC ml(-1) of milk. These counts tended to increase in curd and cheeses, reaching values higher than 8 log UFC g(-1) of cheese. Culture dependent and independent approaches employed in this work highlighted the fundamental role of Lactococcus lactis subsp. lactis, Streptococcus thermophilus and Lactobacillus paracasei in the manufacture and ripening of Casizolu cheese. Other species frequently isolated were Enterococcus durans, Enterococcus faecium, Enterococcus italicus while Enterococcus lactis, Streptococcus parauberis, Lactobacillus plantarum, Lactobacillus pentosus, Lactobacillus brevis, Lactobacillus fermentum and Lactococcus raffinolactis were isolated occasionally. CONCLUSIONS Lactococcus lactis subsp. lactis, Strep. thermophilus and Lact. paracasei were the principal bacterial species involved in the Casizolu cheese manufacturing and ripening. For the first time, Ent. italicus and Ent. lactis were isolated in the pasta filata cheese. SIGNIFICANCE AND IMPACT OF THE STUDY This study shows the first data on microbial groups and species involved in the manufacture of Casizolu cheese and highlights the role of Lact. paracasei and Enterococcus spp. from the earliest stages of ripening cheese; furthermore, provides evidence that raw milk cheese is a source of new strains and therefore a reservoir of microbial biodiversity.
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Affiliation(s)
- N P Mangia
- Department of Agriculture, University of Sassari, Sassari, Italy
| | - F Fancello
- Department of Agriculture, University of Sassari, Sassari, Italy
| | - P Deiana
- Department of Agriculture, University of Sassari, Sassari, Italy
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20
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Bozoudi D, Torriani S, Zdragas A, Litopoulou-Tzanetaki E. Assessment of microbial diversity of the dominant microbiota in fresh and mature PDO Feta cheese made at three mountainous areas of Greece. Lebensm Wiss Technol 2016. [DOI: 10.1016/j.lwt.2016.04.039] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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21
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22
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Dalmasso A, Soto del Rio MDLD, Civera T, Pattono D, Cardazzo B, Bottero MT. Characterization of microbiota in Plaisentif cheese by high-throughput sequencing. Lebensm Wiss Technol 2016; 69:490-6. [DOI: 10.1016/j.lwt.2016.02.004] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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23
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Konkit M, Kim W. Activities of amylase, proteinase, and lipase enzymes from Lactococcus chungangensis and its application in dairy products. J Dairy Sci 2016; 99:4999-5007. [PMID: 27108177 DOI: 10.3168/jds.2016-11002] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2016] [Accepted: 03/04/2016] [Indexed: 11/19/2022]
Abstract
Several enzymes are involved in the process of converting milk to lactic acid and coagulated milk to curd and, therefore, are important in dairy fermented products. Amylase, proteinase, and lipase are enzymes that play an important role in degrading milk into monomeric molecules such as oligosaccharides, amino acids, and fatty acids, which are the main molecules responsible for flavors in cheese. In the current study, we determined the amylase, proteinase, and lipase activities of Lactococcus chungangensis CAU 28(T), a bacterial strain of nondairy origin, and compared them with those of the reference strain, Lactococcus lactis ssp. lactis KCTC 3769(T), which is commonly used in the dairy industry. Lactococcus chungangensis CAU 28(T) and L. lactis ssp. lactis KCTC 3769(T) were both found to have amylase, proteinase, and lipase activities in broth culture, cream cheese, and yogurt. Notably, the proteinase and lipase activities of L. chungangensis CAU 28(T) were higher than those of L. lactis ssp. lactis KCTC 3769(T), with proteinase activity of 10.50 U/mL in tryptic soy broth and 8.64 U/mL in cream cheese, and lipase activity of 100 U/mL of tryptic soy broth, and 100 U/mL of cream cheese. In contrast, the amylase activity was low, with 5.28 U/mL in tryptic soy broth and 8.86 U/mL in cream cheese. These enzyme activities in L. chungangensis CAU 28(T) suggest that this strain has potential to be used for manufacturing dairy fermented products, even though the strain is of nondairy origin.
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Affiliation(s)
- Maytiya Konkit
- Department of Microbiology, Chung-Ang University College of Medicine, Seoul 06974, Republic of Korea
| | - Wonyong Kim
- Department of Microbiology, Chung-Ang University College of Medicine, Seoul 06974, Republic of Korea.
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24
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Affiliation(s)
- Aytül Sofu
- Department of Chemical Engineering; Suleyman Demirel University; Isparta 32260 Turkey
| | - Fatma Yeşim Ekinci
- Department of Food Engineering; Yeditepe University; Istanbul 34755 Turkey
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25
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Moumene M, Drissi F, Croce O, Djebbari B, Robert C, Angelakis E, Benouareth D, Raoult D, Merhej V. Complete genome sequence and description of Lactococcus garvieae M14 isolated from Algerian fermented milk. New Microbes New Infect 2016. [PMID: 28626583 PMCID: PMC5465310 DOI: 10.1016/j.nmni.2016.01.009] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
We describe using a polyphasic approach that combines proteomic by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF) analysis, genomic data and phenotypic characterization the features of Lactococcus garvieae strain M14 newly isolated from the fermented milk (known as raib) of an Algerian cow. The 2 188 835 bp containing genome sequence displays a metabolic capacity to form acid fermentation that is very useful for industrial applications and encodes for two bacteriocins responsible for its eventual bioprotective properties.
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Affiliation(s)
- M. Moumene
- Aix Marseille Université, URMITE, UM63, CNRS 7278, IRD 198, INSERM 1095, Institut Hospitalo-Universitaire, Marseille, France
- University 08 May 1945, Guelma, Algeria
| | - F. Drissi
- Aix Marseille Université, URMITE, UM63, CNRS 7278, IRD 198, INSERM 1095, Institut Hospitalo-Universitaire, Marseille, France
| | - O. Croce
- Aix Marseille Université, URMITE, UM63, CNRS 7278, IRD 198, INSERM 1095, Institut Hospitalo-Universitaire, Marseille, France
| | - B. Djebbari
- Aix Marseille Université, URMITE, UM63, CNRS 7278, IRD 198, INSERM 1095, Institut Hospitalo-Universitaire, Marseille, France
| | - C. Robert
- Aix Marseille Université, URMITE, UM63, CNRS 7278, IRD 198, INSERM 1095, Institut Hospitalo-Universitaire, Marseille, France
| | - E. Angelakis
- Aix Marseille Université, URMITE, UM63, CNRS 7278, IRD 198, INSERM 1095, Institut Hospitalo-Universitaire, Marseille, France
| | | | - D. Raoult
- Aix Marseille Université, URMITE, UM63, CNRS 7278, IRD 198, INSERM 1095, Institut Hospitalo-Universitaire, Marseille, France
- Special Infectious Agents Unit, King Fahd Medical Research Center, King Abdulaziz University, Jeddah, Saudi Arabia
| | - V. Merhej
- Aix Marseille Université, URMITE, UM63, CNRS 7278, IRD 198, INSERM 1095, Institut Hospitalo-Universitaire, Marseille, France
- Corresponding author: V. Merhej, Aix-Marseille Université, Faculté de Médecine, 27 Bd Jean Moulin, 13385 Marseille Cedex 5, France
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Avnİ Kırmacı H, Özer BH, Akçelik M, Akçelİk N. Identification and characterisation of lactic acid bacteria isolated from traditional Urfa cheese. INT J DAIRY TECHNOL 2015. [DOI: 10.1111/1471-0307.12260] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
| | | | - Mustafa Akçelik
- Institute of Biotechnology Ankara University; 06100 Ankara Turkey
| | - Nefise Akçelİk
- Institute of Biotechnology Ankara University; 06100 Ankara Turkey
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Xu H, Liu W, Gesudu Q, Sun Z, Zhang J, Guo Z, Zheng Y, Hou Q, Yu J, Qing Y, Kwok LY, Menhe B, Zhang H. Assessment of the bacterial and fungal diversity in home-made yoghurts of Xinjiang, China by pyrosequencing. J Sci Food Agric 2015; 95:2007-2015. [PMID: 25214028 DOI: 10.1002/jsfa.6912] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/15/2014] [Revised: 08/31/2014] [Accepted: 09/05/2014] [Indexed: 06/03/2023]
Abstract
BACKGROUND The aim of this study was to gain a deeper knowledge of the bacterial and fungal community diversity in local home-made yoghurts from Zhaosu and Tekesi counties, Xinjiang, China, where a relatively high proportion of the ethnic minority population resides. RESULTS The bacterial and fungal community diversity in 22 home-made yoghurt samples was analyzed by pyrosequencing. This approach revealed the presence of six bacterial and two fungal phyla, comprising 69 bacterial and 20 fungal genera respectively, among all samples. Firmicutes and Ascomycota were the dominant phyla and Lactobacillus and Saccharomyces the predominant genera of bacteria and fungi respectively. Based on redundancy analysis, the bacterial diversity in samples from the two counties differed mainly because of eight responsive operational taxonomic units of Lactobacillus. However, no obvious difference existed in the fungal population of samples from the two counties. CONCLUSION The results indicated that the microbial community of home-made yoghurts varied with their geographical origin and manufacturing process. The study showed that pyrosequencing could provide a better understanding of microbiological diversity as well as useful information for future studies on the selection of starter cultures for yoghurts.
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Affiliation(s)
- Haiyan Xu
- Key Laboratory of Dairy Biotechnology and Engineering, Education Ministry of People's Republic of China, Inner Mongolia Agricultural University, Hohhot 010018, China
| | - Wenjun Liu
- Key Laboratory of Dairy Biotechnology and Engineering, Education Ministry of People's Republic of China, Inner Mongolia Agricultural University, Hohhot 010018, China
- Synergetic Innovation Center of Food Safety and Nutrition, Northeast Agricultural University, Harbin 150030, China
| | - Qimu Gesudu
- Key Laboratory of Dairy Biotechnology and Engineering, Education Ministry of People's Republic of China, Inner Mongolia Agricultural University, Hohhot 010018, China
| | - Zhihong Sun
- Key Laboratory of Dairy Biotechnology and Engineering, Education Ministry of People's Republic of China, Inner Mongolia Agricultural University, Hohhot 010018, China
- Synergetic Innovation Center of Food Safety and Nutrition, Northeast Agricultural University, Harbin 150030, China
| | - Jiachao Zhang
- Key Laboratory of Dairy Biotechnology and Engineering, Education Ministry of People's Republic of China, Inner Mongolia Agricultural University, Hohhot 010018, China
| | - Zhuang Guo
- Key Laboratory of Dairy Biotechnology and Engineering, Education Ministry of People's Republic of China, Inner Mongolia Agricultural University, Hohhot 010018, China
| | - Yi Zheng
- Key Laboratory of Dairy Biotechnology and Engineering, Education Ministry of People's Republic of China, Inner Mongolia Agricultural University, Hohhot 010018, China
| | - Qiangchuan Hou
- Key Laboratory of Dairy Biotechnology and Engineering, Education Ministry of People's Republic of China, Inner Mongolia Agricultural University, Hohhot 010018, China
| | - Jie Yu
- Key Laboratory of Dairy Biotechnology and Engineering, Education Ministry of People's Republic of China, Inner Mongolia Agricultural University, Hohhot 010018, China
| | - Yanting Qing
- Key Laboratory of Dairy Biotechnology and Engineering, Education Ministry of People's Republic of China, Inner Mongolia Agricultural University, Hohhot 010018, China
| | - Lai-Yu Kwok
- Key Laboratory of Dairy Biotechnology and Engineering, Education Ministry of People's Republic of China, Inner Mongolia Agricultural University, Hohhot 010018, China
| | - Bilige Menhe
- Key Laboratory of Dairy Biotechnology and Engineering, Education Ministry of People's Republic of China, Inner Mongolia Agricultural University, Hohhot 010018, China
| | - Heping Zhang
- Key Laboratory of Dairy Biotechnology and Engineering, Education Ministry of People's Republic of China, Inner Mongolia Agricultural University, Hohhot 010018, China
- Synergetic Innovation Center of Food Safety and Nutrition, Northeast Agricultural University, Harbin 150030, China
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Salameh C, Banon S, Hosri C, Scher J. An overview of recent studies on the main traditional fermented milks and white cheeses in the Mediterranean region. Food Reviews International 2015. [DOI: 10.1080/87559129.2015.1075210] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
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Carafa I, Nardin T, Larcher R, Viola R, Tuohy K, Franciosi E. Identification and characterization of wild lactobacilli and pediococci from spontaneously fermented Mountain Cheese. Food Microbiol 2015; 48:123-32. [DOI: 10.1016/j.fm.2014.12.003] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2014] [Revised: 12/03/2014] [Accepted: 12/10/2014] [Indexed: 11/26/2022]
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30
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Devi KR, Deka M, Jeyaram K. Bacterial dynamics during yearlong spontaneous fermentation for production of ngari, a dry fermented fish product of Northeast India. Int J Food Microbiol 2015; 199:62-71. [DOI: 10.1016/j.ijfoodmicro.2015.01.004] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2014] [Revised: 12/17/2014] [Accepted: 01/04/2015] [Indexed: 12/16/2022]
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31
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Konkit M, Kim JH, Bora N, Kim W. Transcriptomic analysis of Lactococcus chungangensis sp. nov. and its potential in cheese making. J Dairy Sci 2014; 97:7363-72. [DOI: 10.3168/jds.2014-8299] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2014] [Accepted: 09/04/2014] [Indexed: 02/02/2023]
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32
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Angelidis AS, Kalamaki MS, Georgiadou SS. Identification of non-Listeria spp. bacterial isolates yielding a β-D-glucosidase-positive phenotype on Agar Listeria according to Ottaviani and Agosti (ALOA). Int J Food Microbiol 2014; 193:114-29. [PMID: 25462931 DOI: 10.1016/j.ijfoodmicro.2014.10.022] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2014] [Revised: 09/30/2014] [Accepted: 10/17/2014] [Indexed: 10/24/2022]
Abstract
Agar Listeria according to Ottaviani and Agosti (ALOA) is the mandatory medium used for the detection and enumeration of Listeria monocytogenes in foods according to the official International Organization for Standardization (ISO) methods. On ALOA, Listeria spp. appear as bluish-green colonies due to the production of β-D-glucosidase, an enzyme that cleaves 5-bromo-4-chloro-3-indolyl-β-D-glucopyranoside, a chromogenic substrate included in the formulation of the medium. The present work reports on bacterial isolates (n=64) from ready-to-eat soft cheeses, which are able to grow on ALOA, forming bluish-green colonies and therefore phenotypically resemble Listeria spp. All isolates were also capable of growing on the selective media PALCAM and RAPID L'mono. The isolates were characterised with biochemical tests including those specified in the ISO standards for the confirmation of Listeria spp. and identified via partial sequencing of their 16S rRNA gene. According to sequencing results the isolates represented 12 different bacterial species or species-groups belonging to seven different genera: Bacillus spp. (B. circulans, B. clausii, B. licheniformis and B. oleronius), Cellulosimicrobium spp. (C. funkei), Enterococcus spp. (E. faecalis, E. faecium/durans), Kocuria spp. (K. kristinae), Marinilactibacillus spp. (M. psychrotolerans), Rothia spp. (R. terrae) and Staphylococcus spp. (S. sciuri and S. saprophyticus subsp. saprophyticus/xylosus). Cellulosimicrobium spp. have never been previously isolated from foods. These results significantly extend the list of bacteria previously known as capable of growing on ALOA as bluish-green colonies and suggest that there may be room for further improvement in the medium's inhibitory properties towards non-Listeria spp., Gram-positive bacteria present in foods.
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Affiliation(s)
- Apostolos S Angelidis
- Laboratory of Milk Hygiene and Technology, Department of Food Hygiene and Technology, School of Veterinary Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece.
| | - Mary S Kalamaki
- Laboratory of Milk Hygiene and Technology, Department of Food Hygiene and Technology, School of Veterinary Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Sofia S Georgiadou
- Laboratory of Milk Hygiene and Technology, Department of Food Hygiene and Technology, School of Veterinary Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
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El-Kholy A, El-Shinawy S, Meshref A, Korany A. Microbiological Quality of Domiati Cheese and the Influence of Probiotics on the Behavior of S
taphylococcus aureus
and E
scherichia coli
O157:H7 in Domiati Cheese. J Food Saf 2014. [DOI: 10.1111/jfs.12157] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- A.M. El-Kholy
- Food Hygiene Department; Faculty of Veterinary Medicine; Beni-Suef University; Beni-Suef Egypt
| | - S.H. El-Shinawy
- Food Hygiene Department; Faculty of Veterinary Medicine; Beni-Suef University; Beni-Suef Egypt
| | - A.M.S. Meshref
- Food Hygiene Department; Faculty of Veterinary Medicine; Beni-Suef University; Beni-Suef Egypt
| | - A.M. Korany
- Food Hygiene Department; Faculty of Veterinary Medicine; Beni-Suef University; Beni-Suef Egypt
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Sun Z, Liu W, Bao Q, Zhang J, Hou Q, Kwok L, Sun T, Zhang H. Investigation of bacterial and fungal diversity in tarag using high-throughput sequencing. J Dairy Sci 2014; 97:6085-96. [DOI: 10.3168/jds.2014-8360] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2014] [Accepted: 06/28/2014] [Indexed: 11/19/2022]
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35
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Delcenserie V, Taminiau B, Delhalle L, Nezer C, Doyen P, Crevecoeur S, Roussey D, Korsak N, Daube G. Microbiota characterization of a Belgian protected designation of origin cheese, Herve cheese, using metagenomic analysis. J Dairy Sci 2014; 97:6046-56. [PMID: 25064656 DOI: 10.3168/jds.2014-8225] [Citation(s) in RCA: 105] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2014] [Accepted: 06/18/2014] [Indexed: 11/19/2022]
Abstract
Herve cheese is a Belgian soft cheese with a washed rind, and is made from raw or pasteurized milk. The specific microbiota of this cheese has never previously been fully explored and the use of raw or pasteurized milk in addition to starters is assumed to affect the microbiota of the rind and the heart. The aim of the study was to analyze the bacterial microbiota of Herve cheese using classical microbiology and a metagenomic approach based on 16S ribosomal DNA pyrosequencing. Using classical microbiology, the total counts of bacteria were comparable for the 11 samples of tested raw and pasteurized milk cheeses, reaching almost 8 log cfu/g. Using the metagenomic approach, 207 different phylotypes were identified. The rind of both the raw and pasteurized milk cheeses was found to be highly diversified. However, 96.3 and 97.9% of the total microbiota of the raw milk and pasteurized cheese rind, respectively, were composed of species present in both types of cheese, such as Corynebacterium casei, Psychrobacter spp., Lactococcus lactis ssp. cremoris, Staphylococcus equorum, Vagococcus salmoninarum, and other species present at levels below 5%. Brevibacterium linens were present at low levels (0.5 and 1.6%, respectively) on the rind of both the raw and the pasteurized milk cheeses, even though this bacterium had been inoculated during the manufacturing process. Interestingly, Psychroflexus casei, also described as giving a red smear to Raclette-type cheese, was identified in small proportions in the composition of the rind of both the raw and pasteurized milk cheeses (0.17 and 0.5%, respectively). In the heart of the cheeses, the common species of bacteria reached more than 99%. The main species identified were Lactococcus lactis ssp. cremoris, Psychrobacter spp., and Staphylococcus equorum ssp. equorum. Interestingly, 93 phylotypes were present only in the raw milk cheeses and 29 only in the pasteurized milk cheeses, showing the high diversity of the microbiota. Corynebacterium casei and Enterococcus faecalis were more prevalent in the raw milk cheeses, whereas Psychrobacter celer was present in the pasteurized milk cheeses. However, this specific microbiota represented a low proportion of the cheese microbiota. This study demonstrated that Herve cheese microbiota is rich and that pasteurized milk cheeses are microbiologically very close to raw milk cheeses, probably due to the similar manufacturing process. The characterization of the microbiota of this particular protected designation of origin cheese was useful in enabling us to gain a better knowledge of the bacteria responsible for the character of this cheese.
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Affiliation(s)
- V Delcenserie
- Fundamental and Applied Research for Animal & Health (FARAH), Food Science Department, Faculty of Veterinary Medicine, University of Liège, Sart-Tilman, B43b Liège, B-4000 Belgium.
| | - B Taminiau
- Fundamental and Applied Research for Animal & Health (FARAH), Food Science Department, Faculty of Veterinary Medicine, University of Liège, Sart-Tilman, B43b Liège, B-4000 Belgium
| | - L Delhalle
- Quality Partner S.A., Rue Hayeneux, 62 4040 Herstal, Belgium
| | - C Nezer
- Quality Partner S.A., Rue Hayeneux, 62 4040 Herstal, Belgium
| | - P Doyen
- Fundamental and Applied Research for Animal & Health (FARAH), Food Science Department, Faculty of Veterinary Medicine, University of Liège, Sart-Tilman, B43b Liège, B-4000 Belgium
| | - S Crevecoeur
- Fundamental and Applied Research for Animal & Health (FARAH), Food Science Department, Faculty of Veterinary Medicine, University of Liège, Sart-Tilman, B43b Liège, B-4000 Belgium
| | - D Roussey
- Herve Société, Rue de Charneux, 4650 Herve, Belgium
| | - N Korsak
- Fundamental and Applied Research for Animal & Health (FARAH), Food Science Department, Faculty of Veterinary Medicine, University of Liège, Sart-Tilman, B43b Liège, B-4000 Belgium
| | - G Daube
- Fundamental and Applied Research for Animal & Health (FARAH), Food Science Department, Faculty of Veterinary Medicine, University of Liège, Sart-Tilman, B43b Liège, B-4000 Belgium
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Mclaughlin RW, Cochran PA, Dowd SE. Isolation of Lactococcus garvieae Strain TRF1 from the Fecal Material of a Timber Rattlesnake. Curr Microbiol 2014; 69:63-8. [DOI: 10.1007/s00284-014-0554-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2013] [Accepted: 01/20/2014] [Indexed: 11/30/2022]
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37
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Sharma B, Narzary D, Jha DK. Culture Independent Diversity Analysis of Soil Microbial Community and their Significance. Sustainable Development and Biodiversity 2014. [DOI: 10.1007/978-3-319-05936-5_12] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
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Busconi M, Zacconi C, Scolari G. Bacterial ecology of PDO Coppa and Pancetta Piacentina at the end of ripening and after MAP storage of sliced product. Int J Food Microbiol 2013; 172:13-20. [PMID: 24361828 DOI: 10.1016/j.ijfoodmicro.2013.11.023] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2013] [Revised: 10/11/2013] [Accepted: 11/24/2013] [Indexed: 11/19/2022]
Abstract
The objective of this study was to evaluate the microbiota of two typical Italian PDO delicatessens Coppa and Pancetta Piacentina, produced in Piacenza area (Italy). Classical and molecular approaches were employed, in order to acquire knowledge on their bacterial ecology and its evolution after slicing and MAP storing; thus, the biodiversity of characteristic bacterial community, already present or introduced during such procedures, was studied in both full ripened and sliced samples from two producers (A and B) of the PDO district, packaged under MAP and stored at 2 and 8 °C for 30 days. The microbiota of the two kinds of Italian delicatessen demonstrated peculiar differences, particularly regarding the staphylococci and lactic acid bacteria (LAB) ratio. Moreover, some species within these two groups appeared to be linked to the kind of product: Leuconostoc, Lactobacillus versmoldensis and Staphylococcus saprophyticus were found only in Pancetta while Lactobacillus pentosus, Staphylococcus equorum, Staphylococcus xylosus, Staphylococcus sciuri and Macrococcus caseolyticus occurred only in Coppa. Also, both delicatessens from producer A were richer in LAB compared to those of producer B and the opposite applied for staphylococci. Interestingly, Tetragenococcus halophilus was detectable in all the samples and its presence in the sausage environment has been reported only for Capocollo. Storage did not substantially modify the microbiota composition, the only changes being the relative abundance of same sequences; S. xylosus was prevalent before slicing process and S. equorum at the end of MAP storage at both 2 °C and 8 °C. Concerning microbial contamination during the slicing process, our results suggest that the adopted procedures assure high hygienic quality standard of these typical products, with exception of a contamination by Psychrobacter psychrophilus in Coppa B. The possible origin of species rarely or never reported in the sausage environment and detected in this study is discussed.
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Affiliation(s)
- Matteo Busconi
- Institute of Agronomy, Genetics and Field Crops, Università Cattolica S.C., via Emilia Parmense 84, 29122 Piacenza, Italy
| | - Carla Zacconi
- Institute of Microbiology, Università Cattolica S.C., via Emilia Parmense 84, 29122 Piacenza, Italy
| | - Gianluigi Scolari
- Institute of Microbiology, Università Cattolica S.C., via Emilia Parmense 84, 29122 Piacenza, Italy.
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Fuka MM, Wallisch S, Engel M, Welzl G, Havranek J, Schloter M. Dynamics of bacterial communities during the ripening process of different Croatian cheese types derived from raw ewe's milk cheeses. PLoS One 2013; 8:e80734. [PMID: 24278315 PMCID: PMC3835732 DOI: 10.1371/journal.pone.0080734] [Citation(s) in RCA: 71] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2013] [Accepted: 10/07/2013] [Indexed: 11/19/2022] Open
Abstract
Microbial communities play an important role in cheese ripening and determine the flavor and taste of different cheese types to a large extent. However, under adverse conditions human pathogens may colonize cheese samples during ripening and may thus cause severe outbreaks of diarrhoea and other diseases. Therefore in the present study we investigated the bacterial community structure of three raw ewe's milk cheese types, which are produced without the application of starter cultures during ripening from two production sites based on fingerprinting in combination with next generation sequencing of 16S rRNA gene amplicons. Overall a surprisingly high diversity was found in the analyzed samples and overall up to 213 OTU97 could be assigned. 20 of the major OTUs were present in all samples and include mostly lactic acid bacteria (LAB), mainly Lactococcus, and Enterococcus species. Abundance and diversity of these genera differed to a large extent between the 3 investigated cheese types and in response to the ripening process. Also a large number of non LAB genera could be identified based on phylogenetic alignments including mainly Enterobacteriaceae and Staphylococcacae. Some species belonging to these two families could be clearly assigned to species which are known as potential human pathogens like Staphylococcus saprophyticus or Salmonella spp. However, during cheese ripening their abundance was reduced. The bacterial genera, namely Lactobacillus, Streptococcus, Leuconostoc, Bifidobacterium, Brevibacterium, Corynebacterium, Clostridium, Staphylococcus, Thermoanerobacterium, E. coli, Hafnia, Pseudomonas, Janthinobacterium, Petrotoga, Kosmotoga, Megasphaera, Macrococcus, Mannheimia, Aerococcus, Vagococcus, Weissella and Pediococcus were identified at a relative low level and only in selected samples. Overall the microbial composition of the used milk and the management of the production units determined the bacterial community composition for all cheese types to a large extend, also at the late time points of cheese ripening.
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Affiliation(s)
- Mirna Mrkonjić Fuka
- Department Microbiology, Faculty of Agriculture, University of Zagreb, Zagreb, Croatia
- Research Unit for Environmental Genomics, Helmholtz Zentrum München, Neuherberg, Germany
| | - Stefanie Wallisch
- Research Unit for Environmental Genomics, Helmholtz Zentrum München, Neuherberg, Germany
| | - Marion Engel
- Research Unit for Environmental Genomics, Helmholtz Zentrum München, Neuherberg, Germany
| | - Gerhard Welzl
- Research Unit for Environmental Genomics, Helmholtz Zentrum München, Neuherberg, Germany
| | - Jasmina Havranek
- Department of Dairy Science, Faculty of Agriculture, University of Zagreb, Zagreb, Croatia
| | - Michael Schloter
- Research Unit for Environmental Genomics, Helmholtz Zentrum München, Neuherberg, Germany
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Cocolin L, Alessandria V, Dolci P, Gorra R, Rantsiou K. Culture independent methods to assess the diversity and dynamics of microbiota during food fermentation. Int J Food Microbiol 2013; 167:29-43. [DOI: 10.1016/j.ijfoodmicro.2013.05.008] [Citation(s) in RCA: 174] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2012] [Revised: 04/29/2013] [Accepted: 05/09/2013] [Indexed: 12/21/2022]
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Bokulich NA, Mills DA. Facility-specific "house" microbiome drives microbial landscapes of artisan cheesemaking plants. Appl Environ Microbiol 2013; 79:5214-23. [PMID: 23793641 DOI: 10.1128/AEM.00934-13] [Citation(s) in RCA: 178] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Cheese fermentations involve the growth of complex microbial consortia, which often originate in the processing environment and drive the development of regional product qualities. However, the microbial milieus of cheesemaking facilities are largely unexplored and the true nature of the fermentation-facility relationship remains nebulous. Thus, a high-throughput sequencing approach was employed to investigate the microbial ecosystems of two artisanal cheesemaking plants, with the goal of elucidating how the processing environment influences microbial community assemblages. Results demonstrate that fermentation-associated microbes dominated most surfaces, primarily Debaryomyces and Lactococcus, indicating that establishment of these organisms on processing surfaces may play an important role in microbial transfer, beneficially directing the course of sequential fermentations. Environmental organisms detected in processing environments dominated the surface microbiota of washed-rind cheeses maturing in both facilities, demonstrating the importance of the processing environment for populating cheese microbial communities, even in inoculated cheeses. Spatial diversification within both facilities reflects the functional adaptations of microbial communities inhabiting different surfaces and the existence of facility-specific "house" microbiota, which may play a role in shaping site-specific product characteristics.
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Neviani E, Bottari B, Lazzi C, Gatti M. New developments in the study of the microbiota of raw-milk, long-ripened cheeses by molecular methods: the case of Grana Padano and Parmigiano Reggiano. Front Microbiol 2013; 4:36. [PMID: 23450500 PMCID: PMC3584316 DOI: 10.3389/fmicb.2013.00036] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2012] [Accepted: 02/09/2013] [Indexed: 12/01/2022] Open
Abstract
Microorganisms are an essential component of cheeses and play important roles during both cheese manufacture and ripening. Both starter and secondary flora modify the physical and chemical properties of cheese, contributing and reacting to changes that occur during the manufacture and ripening of cheese. As the composition of microbial population changes under the influence of continuous shifts in environmental conditions and microorganisms interactions during manufacturing and ripening, the characteristics of a given cheese depend also on microflora dynamics. The microbiota present in cheese is complex and its growth and activity represent the most important, but the least controllable steps. In the past, research in this area was dependent on classical microbiological techniques. However, culture-dependent methods are time-consuming and approaches that include a culturing step can lead to inaccuracies due to species present in low numbers or simply uncultivable. Therefore, they cannot be used as a unique tool to monitor community dynamics. For these reasons approaches to cheese microbiology had to change dramatically. To address this, in recent years the focus on the use of culture-independent methods based on the direct analysis of DNA (or RNA) has rapidly increased. Application of such techniques to the study of cheese microbiology represents a rapid, sound, reliable, and effective way for the detection and identification of the microorganisms present in dairy products, leading to major advances in understanding this complex microbial ecosystem and its impact on cheese ripening and quality. In this article, an overview on the recent advances in the use of molecular methods for thorough analysis of microbial communities in cheeses is given. Furthermore, applications of culture-independent approaches to study the microbiology of two important raw-milk, long-ripened cheeses such as Grana Padano and Parmigiano Reggiano, are presented.
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Affiliation(s)
- Erasmo Neviani
- Department of Food Science, University of ParmaParma, Italy
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Benkerroum N. Traditional Fermented Foods of North African Countries: Technology and Food Safety Challenges With Regard to Microbiological Risks. Compr Rev Food Sci Food Saf 2013. [DOI: 10.1111/j.1541-4337.2012.00215.x] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Affiliation(s)
- Noreddine Benkerroum
- Inst. Agronomique et Vétérinaire Hassan II; Dépt. des Sciences Alimentaires et Nutritionnelles; BP 6202, Instituts; 10101-Rabat; Morocco
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Al-Mariri A, Abou Younes A, Sharabi NE. Characterization of thermophilic streptococci isolated from rustic white cheese. J GEN APPL MICROBIOL 2013; 59:97-103. [DOI: 10.2323/jgam.59.097] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Miyauchi E, Toh H, Nakano A, Tanabe S, Morita H. Comparative Genomic Analysis of Lactococcus garvieae Strains Isolated from Different Sources Reveals Candidate Virulence Genes. Int J Microbiol 2012; 2012:728276. [PMID: 22649452 DOI: 10.1155/2012/728276] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2011] [Revised: 01/22/2012] [Accepted: 02/05/2012] [Indexed: 11/17/2022] Open
Abstract
Lactococcus garvieae is a major pathogen for fish. Two complete (ATCC 49156 and Lg2) and three draft (UNIUD074, 8831, and 21881) genome sequences of L. garvieae have recently been released. We here present the results of a comparative genomic analysis of these fish and human isolates of L. garvieae. The pangenome comprised 1,542 core and 1,378 dispensable genes. The sequenced L. garvieae strains shared most of the possible virulence genes, but the capsule gene cluster was found only in fish-pathogenic strain Lg2. The absence of the capsule gene cluster in other nonpathogenic strains isolated from mastitis and vegetable was also confirmed by PCR. The fish and human isolates of L. garvieae contained the specific two and four adhesin genes, respectively, indicating that these adhesion proteins may be involved in the host specificity differences of L. garvieae. The discoveries revealed by the pangenomic analysis may provide significant insights into the biology of L. garvieae.
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Moissenet D, Becker K, Mérens A, Ferroni A, Dubern B, Vu-Thien H. Persistent bloodstream infection with Kocuria rhizophila related to a damaged central catheter. J Clin Microbiol 2012; 50:1495-8. [PMID: 22259211 DOI: 10.1128/JCM.06038-11] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
A case of persistent bloodstream infection with Kocuria rhizophila related to a damaged central venous catheter in a 3-year-old girl with Hirschsprung's disease is reported. The strain was identified as K. rhizophila by 16S rRNA gene sequencing and matrix-assisted laser desorption ionization-time of flight mass spectrometry. Arbitrarily primed PCR analysis showed a clonal strain. The repeated septic episodes were resolved with the catheter repair.
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Alegría A, Szczesny P, Mayo B, Bardowski J, Kowalczyk M. Biodiversity in Oscypek, a traditional Polish cheese, determined by culture-dependent and -independent approaches. Appl Environ Microbiol 2012; 78:1890-8. [PMID: 22247135 DOI: 10.1128/AEM.06081-11] [Citation(s) in RCA: 101] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Oscypek is a traditional Polish scalded-smoked cheese, with a protected-designation-of-origin (PDO) status, manufactured from raw sheep's milk without starter cultures in the Tatra Mountains region of Poland. This study was undertaken in order to gain insight into the microbiota that develops and evolves during the manufacture and ripening stages of Oscypek. To this end, we made use of both culturing and the culture-independent methods of PCR followed by denaturing gradient gel electrophoresis (PCR-DGGE) and pyrosequencing of 16S rRNA gene amplicons. The culture-dependent technique and PCR-DGGE fingerprinting detected the predominant microorganisms in traditional Oscypek, whereas the next-generation sequencing technique (454 pyrosequencing) revealed greater bacterial diversity. Besides members of the most abundant bacterial genera in dairy products, e.g., Lactococcus, Lactobacillus, Leuconostoc, Streptococcus, and Enterococcus, identified by all three methods, other, subdominant bacteria belonging to the families Bifidobacteriaceae and Moraxellaceae (mostly Enhydrobacter), as well as various minor bacteria, were identified by pyrosequencing. The presence of bifidobacterial sequences in a cheese system is reported for the first time. In addition to bacteria, a great diversity of yeast species was demonstrated in Oscypek by the PCR-DGGE method. Culturing methods enabled the determination of a number of viable microorganisms from different microbial groups and their isolation for potential future applications in specific cheese starter cultures.
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Edalatian MR, Najafi MBH, Mortazavi SA, Alegría Á, Nassiri MR, Bassami MR, Mayo B. Microbial diversity of the traditional Iranian cheeses Lighvan and Koozeh, as revealed by polyphasic culturing and culture-independent approaches. ACTA ACUST UNITED AC 2012; 92:75-90. [DOI: 10.1007/s13594-011-0045-2] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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50
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Ndoye B, Rasolofo EA, LaPointe G, Roy D. A review of the molecular approaches to investigate the diversity and activity of cheese microbiota. ACTA ACUST UNITED AC 2011. [DOI: 10.1007/s13594-011-0031-8] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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