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Zhai Z, Cui C, Li X, Yan J, Sun E, Wang C, Guo H, Hao Y. Prevalence, antimicrobial susceptibility, and antibiotic resistance gene transfer of Bacillus strains isolated from pasteurized milk. J Dairy Sci 2022; 106:75-83. [DOI: 10.3168/jds.2022-22199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Accepted: 08/17/2022] [Indexed: 11/17/2022]
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2
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Sun L, Atkinson K, Zhu M, D'Amico DJ. Antimicrobial effects of a bioactive glycolipid on spore-forming spoilage bacteria in milk. J Dairy Sci 2021; 104:4002-4011. [DOI: 10.3168/jds.2020-19769] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Accepted: 11/29/2020] [Indexed: 11/19/2022]
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3
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Wang J, Zheng Y, Xi X, Hou Q, Xu H, Zhao J, Li J, Bian Y, Ma H, Wang Y, Kwok LY, Zhang H, Sun Z. Application of PacBio Single Molecule Real-Time (SMRT) sequencing in bacterial source tracking analysis during milk powder production. Food Control 2018. [DOI: 10.1016/j.foodcont.2018.05.044] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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4
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Pereira APM, Sant’Ana AS. Diversity and fate of spore forming bacteria in cocoa powder, milk powder, starch and sugar during processing: A review. Trends Food Sci Technol 2018. [DOI: 10.1016/j.tifs.2018.04.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
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5
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Ortuzar J, Martinez B, Bianchini A, Stratton J, Rupnow J, Wang B. Quantifying changes in spore-forming bacteria contamination along the milk production chain from farm to packaged pasteurized milk using systematic review and meta-analysis. Food Control 2018. [DOI: 10.1016/j.foodcont.2017.11.038] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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6
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Yu J, Ren Y, Xi X, Huang W, Zhang H. A Novel Lactobacilli-Based Teat Disinfectant for Improving Bacterial Communities in the Milks of Cow Teats with Subclinical Mastitis. Front Microbiol 2017; 8:1782. [PMID: 29018412 PMCID: PMC5622921 DOI: 10.3389/fmicb.2017.01782] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Accepted: 09/04/2017] [Indexed: 12/31/2022] Open
Abstract
Teat disinfection pre- and post-milking is important for the overall health and hygiene of dairy cows. The objective of this study was to evaluate the efficacy of a novel probiotic lactobacilli-based teat disinfectant based on changes in somatic cell count (SCC) and profiling of the bacterial community. A total of 69 raw milk samples were obtained from eleven Holstein-Friesian dairy cows over 12 days of teat dipping in China. Single molecule, real-time sequencing technology (SMRT) was employed to profile changes in the bacterial community during the cleaning protocol and to compare the efficacy of probiotic lactic acid bacteria (LAB) and commercial teat disinfectants. The SCC gradually decreased following the cleaning protocol and the SCC of the LAB group was slightly lower than that of the commercial disinfectant (CD) group. Our SMRT sequencing results indicate that raw milk from both the LAB and CD groups contained diverse microbial populations that changed over the course of the cleaning protocol. The relative abundances of some species were significantly changed during the cleaning process, which may explain the observed bacterial community differences. Collectively, these results suggest that the LAB disinfectant could reduce mastitis-associated bacteria and improve the microbial environment of the cow teat. It could be used as an alternative to chemical pre- and post-milking teat disinfectants to maintain healthy teats and udders. In addition, the Pacific Biosciences SMRT sequencing with the full-length 16S ribosomal RNA gene was shown to be a powerful tool for monitoring changes in the bacterial population during the cleaning protocol.
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Affiliation(s)
| | | | | | | | - Heping Zhang
- Key Laboratory of Dairy Biotechnology and Engineering, Ministry of Education, Key Laboratory of Dairy Products Processing, Ministry of Agriculture, Inner Mongolia Agricultural University, Hohhot, China
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7
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Masiello SN, Kent D, Martin NH, Schukken YH, Wiedmann M, Boor KJ. Longitudinal assessment of dairy farm management practices associated with the presence of psychrotolerant Bacillales spores in bulk tank milk on 10 New York State dairy farms. J Dairy Sci 2017; 100:8783-8795. [PMID: 28865849 DOI: 10.3168/jds.2017-13139] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2017] [Accepted: 07/16/2017] [Indexed: 11/19/2022]
Abstract
The ability of certain spore-forming bacteria in the order Bacillales (e.g., Bacillus spp., Paenibacillus spp.) to survive pasteurization in spore form and grow at refrigeration temperatures results in product spoilage and limits the shelf life of high temperature, short time (HTST)-pasteurized fluid milk. To facilitate development of strategies to minimize contamination of raw milk with psychrotolerant Bacillales spores, we conducted a longitudinal study of 10 New York State dairy farms, which included yearlong monthly assessments of the frequency and levels of bulk tank raw milk psychrotolerant spore contamination, along with administration of questionnaires to identify farm management practices associated with psychrotolerant spore presence over time. Milk samples were first spore pasteurized (80°C for 12 min) and then analyzed for sporeformer counts on the initial day of spore pasteurization (SP), and after refrigerated storage (6°C) for 7, 14, and 21 d after SP. Overall, 41% of samples showed sporeformer counts of >20,000 cfu/mL at d 21, with Bacillus and Paenibacillus spp. being predominant causes of high sporeformer counts. Statistical analyses identified 3 management factors (more frequent cleaning of the bulk tank area, the use of a skid steer to scrape the housing area, and segregating problem cows during milking) that were all associated with lower probabilities of d-21 Bacillales spore detection in SP-treated bulk tank raw milk. Our data emphasize that appropriate on-farm measures to improve overall cleanliness and cow hygiene will reduce the probability of psychrotolerant Bacillales spore contamination of bulk tank raw milk, allowing for consistent production of raw milk with reduced psychrotolerant spore counts, which will facilitate production of HTST-pasteurized milk with extended refrigerated shelf life.
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Affiliation(s)
- S N Masiello
- Milk Quality Improvement Program, Department of Food Science, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853
| | - D Kent
- Milk Quality Improvement Program, Department of Food Science, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853
| | - N H Martin
- Milk Quality Improvement Program, Department of Food Science, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853
| | - Y H Schukken
- Quality Milk Production Services, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853
| | - M Wiedmann
- Milk Quality Improvement Program, Department of Food Science, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853
| | - K J Boor
- Milk Quality Improvement Program, Department of Food Science, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853.
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8
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Gupta TB, Brightwell G. Farm level survey of spore-forming bacteria on four dairy farms in the Waikato region of New Zealand. Microbiologyopen 2017; 6. [PMID: 28256808 PMCID: PMC5552919 DOI: 10.1002/mbo3.457] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2016] [Revised: 01/10/2017] [Accepted: 01/25/2017] [Indexed: 11/09/2022] Open
Abstract
The aim of our study was to determine the occurrence and diversity of economically important spore-forming bacteria in New Zealand dairy farm systems. Farm dairy effluent (FDE) collected from Waikato dairy farms were tested for the presence of spore-forming bacteria, using a new culture-based methodology followed by genomic analysis. An enrichment step in which samples were inoculated in cooked meat glucose starch broth under anaerobic conditions, aided in the differential isolation of Bacillus and Clostridium species. Furthermore, the use of molecular methods such as ERIC genotyping, 16S rRNA gene sequence analysis identified different spore-forming bacteria present in FDE. C. sporogenes signature PCR gave further information on the phylogenetic relationship of the different Clostridium spp. isolated in this study. In total 19 Bacillus spp., 5 Paenibacillus spp. and 17 Clostridium spp. were isolated from farm dairy effluent. Sequence types similar to economically important food spoilage bacteria viz: C. butyricum, C. sporogenes and members of the Paenibacillus Genus were isolated from all four farms, whereas, sequence types similar to potential toxigenic, B. cereus, C. perfringens, C. butyricum, and C. botulinum were found on at least three of the farms. Sampling of farm dairy effluent provides a good indicator of farm level prevalence of bacterial load as it is used to irrigate dairy pasture in New Zealand. This study highlights the presence of various spore-forming bacteria in dairy waste water and indicates the implementation of good hygienic farm practices and dairy waste effluent management.
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Affiliation(s)
- Tanushree B Gupta
- Food Assurance and Meat Quality, Hopkirk Research InstituteAgResearch Limited, Massey University Campus, Palmerston North, New Zealand
| | - Gale Brightwell
- Food Assurance and Meat Quality, Hopkirk Research InstituteAgResearch Limited, Massey University Campus, Palmerston North, New Zealand
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9
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Orwa JD, Matofari JW, Muliro PS. Handling practices and microbial contamination sources of raw milk in rural and peri urban small holder farms in Nakuru County, Kenya. ACTA ACUST UNITED AC 2017. [DOI: 10.5897/ijlp2016.0318] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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10
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Zheng Y, Xi X, Xu H, Hou Q, Bian Y, Yu Z, Kwok LY, Zhang W, Sun Z, Zhang H. Using PacBio Long-Read High-Throughput Microbial Gene Amplicon Sequencing To Evaluate Infant Formula Safety. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2016; 64:6993-7001. [PMID: 27500310 DOI: 10.1021/acs.jafc.6b01817] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Infant formula (IF) requires a strict microbiological standard because of the high vulnerability of infants to foodborne diseases. The current study used the PacBio single-molecule real-time (SMRT) sequencing platform to generate full-length 16S rRNA-based bacterial microbiota profiles of 30 Chinese domestic and imported IF samples. A total of 600 species were identified, dominated by Streptococcus thermophilus, Lactococcus lactis, and Lactococcus piscium. Distinctive bacterial profiles were observed between the two sample groups, as confirmed with both principal coordinate analysis and multivariate analysis of variance. Moreover, the product whey protein nitrogen index (WPNI), representing the degree of preheating, negatively correlated with the relative abundances of the Bacillus genus. This study has demonstrated the application of the PacBio SMRT sequencing platform in assessing the bacterial contamination of IF products, which is of interest to the dairy industry for effective monitoring of microbial quality and safety during production.
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Affiliation(s)
- Yi Zheng
- Key Laboratory of Dairy Biotechnology and Engineering, Inner Mongolia Agricultural University , Hohhot 010018, People's Republic of China
| | - Xiaoxia Xi
- Key Laboratory of Dairy Biotechnology and Engineering, Inner Mongolia Agricultural University , Hohhot 010018, People's Republic of China
| | - Haiyan Xu
- Key Laboratory of Dairy Biotechnology and Engineering, Inner Mongolia Agricultural University , Hohhot 010018, People's Republic of China
| | - Qiangchuan Hou
- Key Laboratory of Dairy Biotechnology and Engineering, Inner Mongolia Agricultural University , Hohhot 010018, People's Republic of China
| | - Yanfei Bian
- Key Laboratory of Dairy Biotechnology and Engineering, Inner Mongolia Agricultural University , Hohhot 010018, People's Republic of China
| | - Zhongjie Yu
- Key Laboratory of Dairy Biotechnology and Engineering, Inner Mongolia Agricultural University , Hohhot 010018, People's Republic of China
| | - Lai-Yu Kwok
- Key Laboratory of Dairy Biotechnology and Engineering, Inner Mongolia Agricultural University , Hohhot 010018, People's Republic of China
| | - Wenyi Zhang
- Key Laboratory of Dairy Biotechnology and Engineering, Inner Mongolia Agricultural University , Hohhot 010018, People's Republic of China
| | - Zhihong Sun
- Key Laboratory of Dairy Biotechnology and Engineering, Inner Mongolia Agricultural University , Hohhot 010018, People's Republic of China
| | - Heping Zhang
- Key Laboratory of Dairy Biotechnology and Engineering, Inner Mongolia Agricultural University , Hohhot 010018, People's Republic of China
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11
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Prospects for improved control of dairy-relevant sporeformers using -omics technologies. Curr Opin Food Sci 2016. [DOI: 10.1016/j.cofs.2016.08.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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12
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Zhao GP, Li YQ, Sun GJ, Mo HZ. Effects of glycinin basic peptide on physicochemical characteristics and microbial inactivation of pasteurized milk. J Dairy Sci 2016; 99:5064-5073. [DOI: 10.3168/jds.2015-10838] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2015] [Accepted: 03/25/2016] [Indexed: 11/19/2022]
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13
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14
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Watterson M, Kent D, Boor K, Wiedmann M, Martin N. Evaluation of dairy powder products implicates thermophilic sporeformers as the primary organisms of interest. J Dairy Sci 2014; 97:2487-97. [DOI: 10.3168/jds.2013-7363] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2013] [Accepted: 12/08/2013] [Indexed: 11/19/2022]
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15
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Aouadhi C, Maaroufi A, Mejri S. Incidence and characterisation of aerobic spore-forming bacteria originating from dairy milk in Tunisia. INT J DAIRY TECHNOL 2013. [DOI: 10.1111/1471-0307.12088] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Chedia Aouadhi
- Laboratory of Epidemiology and Microbiology; Bacteriology and Biotechnology development Groups; Pasteur Institute of Tunisia (IPT); University Manar; BP 74 13 place Pasteur Belvédère 1002 Tunis Tunisia
- Laboratory of Animal Resources and Food Technology; National Institute of Agronomy Tunis (INAT); University Carthage; 43 Rue Charles Nicole Cité Mahrajène Le Belvédère 1082 Tunis Tunisia
| | - Abderrazak Maaroufi
- Laboratory of Epidemiology and Microbiology; Bacteriology and Biotechnology development Groups; Pasteur Institute of Tunisia (IPT); University Manar; BP 74 13 place Pasteur Belvédère 1002 Tunis Tunisia
| | - Slah Mejri
- Laboratory of Animal Resources and Food Technology; National Institute of Agronomy Tunis (INAT); University Carthage; 43 Rue Charles Nicole Cité Mahrajène Le Belvédère 1082 Tunis Tunisia
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16
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Jackson EE, Erten ES, Maddi N, Graham TE, Larkin JW, Blodgett RJ, Schlesser JE, Reddy RM. Detection and enumeration of four foodborne pathogens in raw commingled silo milk in the United States. J Food Prot 2012; 75:1382-93. [PMID: 22856561 DOI: 10.4315/0362-028x.jfp-11-548] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
A nationwide survey was conducted to obtain qualitative and quantitative data on bacterial contamination of raw commingled silo milk intended for pasteurization. The levels of total aerobic bacteria, total coliforms, Enterobacteriaceae, Escherichia coli, and Staphylococcus aureus were determined using the TEMPO system. The prevalence rates and levels of presumptive Bacillus cereus, E. coli O157:H7, Listeria monocytogenes, and Salmonella spp. were determined in 214 samples. B. cereus was detected in 8.91% of samples, at 3.0 to 93 CFU/ml. E. coli O157:H7 was detected in 3.79 to 9.05% of samples, at <0.0055 to 1.1 CFU/ml, depending on the assay utilized. Salmonella spp. were recovered from 21.96 to 57.94% of samples, at <0.0055 to 60 CFU/ml. L. monocytogenes was detected in 50.00% of samples, at <0.0055 to 30 CFU/ml. The average log-transformed counts of total viable bacteria were slightly lower in samples containing no pathogens. No correlation was observed between the levels of organisms detected with the TEMPO system and the presence or levels of any pathogen except E. coli O157:H7. A higher average log-transformed count of total viable bacteria was observed in samples positive for this organism. The high prevalence rates of target pathogens may be attributed to a variety of factors, including detection methods, sample size, and commingling of the milk in the silo. The effects of commingling likely contributed to the high prevalence rates and low levels of target pathogens because of the inclusion of milk from multiple bulk tanks. The high prevalence rates also may be the result of analysis of larger sample volumes using more sensitive detection methods. These quantitative data could be utilized to perform more accurate risk assessments and to better estimate the appropriate level of protection for dairy products and processing technologies.
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Affiliation(s)
- Emily E Jackson
- U.S. Food and Drug Administration, Institute for Food Safety and Health, 6502 South Archer Road, Bedford Park, Illinois 60501, USA
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17
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Schmidt VSJ, Kaufmann V, Kulozik U, Scherer S, Wenning M. Microbial biodiversity, quality and shelf life of microfiltered and pasteurized extended shelf life (ESL) milk from Germany, Austria and Switzerland. Int J Food Microbiol 2011; 154:1-9. [PMID: 22240060 DOI: 10.1016/j.ijfoodmicro.2011.12.002] [Citation(s) in RCA: 75] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2011] [Revised: 11/07/2011] [Accepted: 12/04/2011] [Indexed: 10/14/2022]
Abstract
Information on factors limiting the shelf life of extended shelf life (ESL) milk produced by microfiltration and subsequent pasteurization is very limited. In this study, three different batches of ESL milk were analyzed at different stages of the production process and during storage at 4 °C, 8 °C and 10 °C in order to evaluate the changes in bacterial cell counts, microbial diversity and enzymatic quality. Additionally, detailed biodiversity analyses of 250 retail ESL milk packages produced by five manufacturers in Germany, Austria and Switzerland were performed at the end of shelf life. It was observed that microfiltration decreased the microbial loads by 5-6 log₁₀ units to lower than 1 CFU/mL. However, bacterial counts at the end of shelf life were extremely variable and ranged between <1 and 8 log₁₀ CFU/mL. 8% of all samples showed spoilage indicated by cell counts higher than 6 log₁₀ CFU/mL. The main spoilage groups of bacteria were Gram-negative post-process recontaminants (Acinetobacter, Chryseobacterium, Psychrobacter, Sphingomonas) and the spore formers Paenibacillus and Bacillus cereus, while other spore formers and Microbacterium spp. did not reach spoilage levels. Paenibacillus spp. and B. cereus apparently influenced enzymatic spoilage, as indicated by increased free fatty acid production, pH 4.6 soluble peptide fractions and off-flavors. In some cases, enzymatic spoilage was observed although microbial counts were well below 6 log₁₀ CFU/mL. Thirteen B. cereus isolates were characterized for their toxin profiles and psychrotolerance. Hbl, nhe, and cytK toxin genes were detected in ten, thirteen, and four isolates, respectively, whereas the ces gene was always absent. Interestingly, only three of the thirteen isolates could be allocated to psychrotolerant genotypes, as indicated by the major cold shock cspA gene signature. Generally, large discrepancies in microbial loads and biodiversity were observed at the end of shelf life, even among packages of the same production batch. We suggest that such unexpected differences may be due to very low cell counts after ESL treatment, causing stochastic variations of initial species distributions in individual packages. This would result in the development of significantly different bacterial populations during cold storage, including the occasional development of high numbers of pathogenic species such as B. cereus or Acinetobacter.
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Affiliation(s)
- Verena S J Schmidt
- Abteilung für Mikrobiologie, ZIEL, Technische Universität München, D-85354 Freising, Germany
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18
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Mahgoub SA, Sitohy MZ, Osman AO. Counteracting Recontamination of Pasteurized Milk by Methylated Soybean Protein. FOOD BIOPROCESS TECH 2011. [DOI: 10.1007/s11947-011-0653-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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19
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Lee KA, Moon SH, Kim KT, Nah SY, Paik HD. Antimicrobial Effect of Kaempferol on Psychrotrophic Bacillus cereus Strains Outbreakable in Dairy Products. Korean J Food Sci Anim Resour 2011. [DOI: 10.5851/kosfa.2011.31.2.311] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
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20
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Ranieri ML, Huck JR, Sonnen M, Barbano DM, Boor KJ. High temperature, short time pasteurization temperatures inversely affect bacterial numbers during refrigerated storage of pasteurized fluid milk. J Dairy Sci 2009; 92:4823-32. [PMID: 19762797 DOI: 10.3168/jds.2009-2144] [Citation(s) in RCA: 91] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The grade A Pasteurized Milk Ordinance specifies minimum processing conditions of 72 degrees C for at least 15 s for high temperature, short time (HTST) pasteurized milk products. Currently, many US milk-processing plants exceed these minimum requirements for fluid milk products. To test the effect of pasteurization temperatures on bacterial numbers in HTST pasteurized milk, 2% fat raw milk was heated to 60 degrees C, homogenized, and treated for 25 s at 1 of 4 different temperatures (72.9, 77.2, 79.9, or 85.2 degrees C) and then held at 6 degrees C for 21 d. Aerobic plate counts were monitored in pasteurized milk samples at d 1, 7, 14, and 21 postprocessing. Bacterial numbers in milk processed at 72.9 degrees C were lower than in milk processed at 85.2 degrees C on each sampling day, indicating that HTST fluid milk-processing temperatures significantly affected bacterial numbers in fluid milk. To assess the microbial ecology of the different milk samples during refrigerated storage, a total of 490 psychrotolerant endospore-forming bacteria were identified using DNA sequence-based subtyping methods. Regardless of processing temperature, >85% of the isolates characterized at d 0, 1, and 7 postprocessing were of the genus Bacillus, whereas more than 92% of isolates characterized at d 14 and 21 postprocessing were of the genus Paenibacillus, indicating that the predominant genera present in HTST-processed milk shifted from Bacillus spp. to Paenibacillus spp. during refrigerated storage. In summary, 1) HTST processing temperatures affected bacterial numbers in refrigerated milk, with higher bacterial numbers in milk processed at higher temperatures; 2) no significant association was observed between genus isolated and pasteurization temperature, suggesting that the genera were not differentially affected by the different processing temperatures; and 3) although typically present at low numbers in raw milk, Paenibacillus spp. are capable of growing to numbers that can exceed Pasteurized Milk Ordinance limits in pasteurized, refrigerated milk.
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Affiliation(s)
- M L Ranieri
- Department of Food Science, Cornell University, Ithaca, NY 14853, USA
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21
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De Jonghe V, Coorevits A, De Block J, Van Coillie E, Grijspeerdt K, Herman L, De Vos P, Heyndrickx M. Toxinogenic and spoilage potential of aerobic spore-formers isolated from raw milk. Int J Food Microbiol 2009; 136:318-25. [PMID: 19944473 DOI: 10.1016/j.ijfoodmicro.2009.11.007] [Citation(s) in RCA: 121] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2009] [Revised: 10/09/2009] [Accepted: 11/11/2009] [Indexed: 11/26/2022]
Abstract
The harmful effects on the quality and safety of dairy products caused by aerobic spore-forming isolates obtained from raw milk were characterized. Quantitative assessment showed strains of Bacillus subtilis, the Bacillus cereus group, Paenibacillus polymyxa and Bacillus amyloliquefaciens to be strongly proteolytic, along with Bacillus licheniformis, Bacillus pumilus and Lysinibacillus fusiformis to a lesser extent. Lipolytic activity could be demonstrated in strains of B. subtilis, B. pumilus and B. amyloliquefaciens. Qualitative screening for lecithinase activity also revealed that P. polymyxa strains produce this enzyme besides the B. cereus group that is well-known for causing a 'bitty cream' defect in pasteurized milk due to lecithinase activity. We found a strain of P. polymyxa to be capable of gas production during lactose fermentation. Strains belonging to the species B. amyloliquefaciens, Bacillus clausii, Lysinibacillus sphaericus, B. subtilis and P. polymyxa were able to reduce nitrate. A heat-stable cytotoxic component other than the emetic toxin was produced by strains of B. amyloliquefaciens and B. subtilis. Heat-labile cytotoxic substances were produced by strains identified as B. amyloliquefaciens, B. subtilis, B. pumilus and the B. cereus group. Variations in expression levels between strains from the same species were noticed for all tests. This study emphasizes the importance of aerobic spore-forming bacteria in raw milk as the species that are able to produce toxins and/or spoilage enzymes are all abundantly present in raw milk. Moreover, we demonstrated that some strains are capable of growing at room temperature and staying stable at refrigeration temperatures.
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Affiliation(s)
- Valerie De Jonghe
- Institute for Agricultural and Fisheries Research (ILVO), Technology and Food Science Unit, Brusselsesteenweg 370, 9090 Melle, Belgium.
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22
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Huck JR, Sonnen M, Boor KJ. Tracking heat-resistant, cold-thriving fluid milk spoilage bacteria from farm to packaged product. J Dairy Sci 2008; 91:1218-28. [PMID: 18292280 DOI: 10.3168/jds.2007-0697] [Citation(s) in RCA: 81] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Control of psychrotolerant endospore-forming spoilage bacteria, particularly Bacillus and Paenibacillus spp., is economically important to the dairy industry. These microbes form endospores that can survive high-temperature, short-time pasteurization; hence, their presence in raw milk represents a major potential cause of milk spoilage. A previously developed culture-dependent selection strategy and an rpoB sequence-based subtyping method were applied to bacterial isolates obtained from environmental samples collected on a New York State dairy farm. A total of 54 different rpoB allelic types putatively identified as Bacillus (75% of isolates), Paenibacillus (24%), and Sporosarcina spp. (1%) were identified among 93 isolates. Assembly of a broader data set, including 93 dairy farm isolates, 57 raw milk tank truck isolates, 138 dairy plant storage silo isolates, and 336 pasteurized milk isolates, identified a total of 154 rpoB allelic types, representing an extensive diversity of Bacillus and Paenibacillus spp. Our molecular subtype data clearly showed that certain endospore-forming bacterial subtypes are present in the dairy farm environment as well as in the processing plant. The potential for entry of these ubiquitous heat-resistant spoilage organisms into milk production and processing systems, from the dairy farm to the processing plant, represents a considerable challenge that will require a comprehensive farm-to-table approach to fluid milk quality.
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Affiliation(s)
- J R Huck
- Milk Quality Improvement Program, Department of Food Science, Cornell University, Ithaca, NY 14853, USA
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23
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Huck JR, Woodcock NH, Ralyea RD, Boor KJ. Molecular subtyping and characterization of psychrotolerant endospore-forming bacteria in two New York State fluid milk processing systems. J Food Prot 2007; 70:2354-64. [PMID: 17969618 DOI: 10.4315/0362-028x-70.10.2354] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Psychrotolerant endospore-forming bacteria Bacillus and Paenibacillus spp. are important spoilage organisms in fluid milk. A recently developed rpoB subtyping method was applied to characterize the diversity and phylogenetic relationships among Bacillus and related sporeformers associated with milk processing systems. Milk samples representing the processing continuum from raw milk to pasteurized products were collected from two fluid milk processing plants, held at 6 degrees C up to the code date that had been established by each processing plant (i.e., either 18 or 21 days), and plated for bacterial enumeration throughout storage. Bacterial colonies selected to represent the visible diversity in colony morphology on enumeration plates were examined further. Among 385 bacterial isolates characterized, 35% were Bacillus spp., and 65% were Paenibacillus spp. A total of 92 rpoB allelic types were identified among these isolates, indicating considerable diversity among endospore-forming spoilage organisms present in fluid milk systems. Of the 92 allelic types identified, 19 were isolated from samples collected from both processing plants. The same rpoB allelic types were frequently identified in paired raw milk and packaged product samples, indicating that Bacillus and Paenibacillus spp. can enter dairy processing systems through raw milk. Certain subtypes were found exclusively in pasteurized samples, including those that were temporally independent, suggesting the possibility of in-plant sources for these spoilage organisms, including through the persistence of selected subtypes in processing plants. Development of effective control strategies for the diverse array of psychrotolerant endospore-forming organisms that currently limit the shelf lives of high-temperature short-time fluid milk products will require comprehensive, integrated efforts along the entire milk processing continuum.
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Affiliation(s)
- Jason R Huck
- Milk Quality Improvement Program, Department of Food Science, Cornell University, Ithaca, New York 14853, USA
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Huck JR, Hammond BH, Murphy SC, Woodcock NH, Boor KJ. Tracking Spore-Forming Bacterial Contaminants in Fluid Milk-Processing Systems. J Dairy Sci 2007; 90:4872-83. [PMID: 17881711 DOI: 10.3168/jds.2007-0196] [Citation(s) in RCA: 72] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The presence of psychrotolerant Bacillus species and related spore formers (e.g., Paenibacillus spp.) in milk has emerged as a key biological obstacle in extending the shelf life of high-temperature, short-time pasteurized fluid milk beyond 14 d. A recently developed rpoB DNA sequence-based subtyping method was applied to characterize spoilage bacteria present in raw milk supplies for 2 processing plants, and to assess transmission of these organisms into pasteurized products. Thirty-nine raw milk samples and 11 pasteurized product samples were collected to represent the processing continuum from incoming truck loads of raw milk to packaged products. Milk samples were held at 6 degrees C for up to 16 d and plated for bacterial enumeration at various times throughout storage. Among the 88 bacterial isolates characterized, a total of 31 rpoB allelic types representing Bacillus and Paenibacillus spp. were identified, including 5 allelic types found in both raw milk and finished product samples. The presence of the same bacterial subtypes in raw and commercially pasteurized milk samples suggests that the raw milk supply represents an important source of these spoilage bacteria. Extension of the shelf life of high-temperature, short-time pasteurized fluid milk products will require elimination of these organisms from milk-processing systems.
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Affiliation(s)
- J R Huck
- Milk Quality Improvement Program, Department of Food Science, Cornell University, Ithaca, NY 14853, USA
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25
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Vissers MMM, Te Giffel MC, Driehuis F, De Jong P, Lankveld JMG. Minimizing the Level of Bacillus cereus Spores in Farm Tank Milk. J Dairy Sci 2007; 90:3286-93. [PMID: 17582113 DOI: 10.3168/jds.2006-873] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
In a year-long survey on 24 Dutch farms, Bacillus cereus spore concentrations were measured in farm tank milk (FTM), feces, bedding material, mixed grass and corn silage, and soil from the pasture. The aim of this study was to determine, in practice, factors affecting the concentration of B. cereus spores in FTM throughout the year. In addition, the results of the survey were used in combination with a previously published modeling study to determine requirements for a strategy to control B. cereus spore concentrations in FTM below the MSL of 3 log10 spores/L. The B. cereus spore concentration in FTM was 1.2 +/- 0.05 log10 spores/L and in none of samples was the concentration above the MSL. The spore concentration in soil (4.9 +/- 0.04 log10 spores/g) was more than 100-fold higher than the concentration in feces (2.2 +/- 0.05 log10 spores/g), bedding material (2.8 +/- 0.07 log10 spores/g), and mixed silage (2.4 +/- 0.07 log10 spores/g). The spore concentration in FTM increased between July and September compared with the rest of the year (0.5 +/- 0.02 log10 spores/L difference). In this period, comparable increases of the concentrations in feces (0.4 +/- 0.03 log10 spores/g), bedding material (0.5 +/- 0.05 log10 spores/g), and mixed silage (0.4 +/- 0.05 log10 spores/g) were found. The increased B. cereus spore concentration in FTM was not related to the grazing of cows. Significant correlations were found between the spore concentrations in FTM and feces (r = 0.51) and in feces and mixed silage (r = 0.43) when the cows grazed. The increased concentrations during summer could be explained by an increased growth of B. cereus due to the higher temperatures. We concluded that year-round B. cereus spores were predominantly transmitted from feeds, via feces, to FTM. Farmers should take measures that minimize the transmission of spores via this route by ensuring low initial contamination levels in the feeds (<3 log10 spores/g) and by preventing growth of B. cereus in the farm environment. In addition, because of the extremely high B. cereus spore concentrations in soil, the contamination of teats with soil needs to be prevented.
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Affiliation(s)
- M M M Vissers
- Department of Health and Safety, NIZO Food Research, PO Box 20, 6710 BA Ede, The Netherlands.
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26
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Vissers MMM, Te Giffel MC, Driehuis F, De Jong P, Lankveld JMG. Predictive Modeling of Bacillus cereus Spores in Farm Tank Milk During Grazing and Housing Periods. J Dairy Sci 2007; 90:281-92. [PMID: 17183096 DOI: 10.3168/jds.s0022-0302(07)72629-2] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The shelf life of pasteurized dairy products depends partly on the concentration of Bacillus cereus spores in raw milk. Based on a translation of contamination pathways into chains of unit-operations, 2 simulation models were developed to quantitatively identify factors that have the greatest effect on the spore concentration in milk. In addition, the models can be used to determine the reduction in concentration that could be achieved via measures at the farm level. One model predicts the concentration when soil is the source of spores, most relevant during grazing of cows. The other model predicts the concentration when feed is the main source of spores, most relevant during housing of cows. It was estimated that when teats are contaminated with soil, 33% of the farm tank milk (FTM) contains more than 3 log(10) spores/L of milk. When feed is the main source, this is only 2%. Based on the predicted spore concentrations in FTM, we calculated that the average spore concentration in raw milk stored at the dairy processor during the grazing period is 3.5 log(10) spores/L of milk and during the housing period is 2.1 log(10) spores/L. It was estimated that during the grazing period a 99% reduction could be achieved if all farms minimize the soil contamination of teats and teat cleaning is optimized. During housing, reduction of the concentration by 60% should be feasible by ensuring spore concentrations in feed below 3 log(10) spores/g and a pH of the ration offered to the cows below 5. Implementation of these measures at the farm level ensures that the concentration of B. cereus spores in raw milk never exceeds 3 log(10) spores/L.
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Affiliation(s)
- M M M Vissers
- Department of Health and Safety, NIZO Food Research, PO Box 20, 6710 BA Ede, the Netherlands.
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Abstract
The quality and shelf life of fluid milk products are dependent on the amount and type of microorganisms present following pasteurization. This study evaluated the effects of different pasteurization processes on the microbial populations in fluid milk. The objective was to determine whether certain pasteurization processes lead to an increase in the amount of bacteria present in pasteurized milk by activating Bacillus spores. Samples of raw milk were collected on the day of arrival at the dairy plant. The samples were pasteurized at 63 degrees C for 30 min (low temperature, long time), 72 degrees C for 15 s (high temperature, short time), 76 degrees C for 15 s, and 82 degrees C for 30 min. The pasteurized samples were then stored at 6 and 10 degrees C for 14 days. The samples were analyzed for standard plate count and Bacillus count immediately after pasteurization and after 14 days of storage. Pasteurization of milk at 72 and 76 degrees C significantly (P < 0.05) increased the amount of Bacillus spore activation over that of 63 degrees C. There was no detection of Bacillus in initial samples pasteurized at 82 degrees C for 30 min, but Bacillus was present in samples after storage for 14 days, indicating that injury and recovery time preceded growth. The majority of isolates were characterized as Bacillus mycoides and not Bacillus cereus, suggesting that this organism might be more a cause of sweet curdling of fluid milk than previously reported.
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Affiliation(s)
- M L Hanson
- Department of Food Science, University of Wisconsin, Madison, Wisconsin 53706-1565, USA
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Scheldeman P, Pil A, Herman L, De Vos P, Heyndrickx M. Incidence and diversity of potentially highly heat-resistant spores isolated at dairy farms. Appl Environ Microbiol 2005; 71:1480-94. [PMID: 15746351 PMCID: PMC1065131 DOI: 10.1128/aem.71.3.1480-1494.2005] [Citation(s) in RCA: 85] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2004] [Accepted: 10/11/2004] [Indexed: 11/20/2022] Open
Abstract
The presence of highly heat-resistant spores of Bacillus sporothermodurans in ultrahigh-temperature or sterilized consumer milk has emerged as an important item in the dairy industry. Their presence is considered undesirable since they hamper the achievement of commercial sterility requirements. By using a selective 30-min heat treatment at 100 degrees C, 17 Belgian dairy farms were screened to evaluate the presence, sources, and nature of potentially highly heat-resistant spores in raw milk. High numbers of these spores were detected in the filter cloth of the milking equipment and in green crop and fodder samples. About 700 strains were isolated after the selective heating, of which 635 could be screened by fatty acid methyl ester analysis. Representative strains were subjected to amplified ribosomal DNA restriction analysis, 16S rRNA gene sequencing, percent G+C content, and DNA-DNA reassociations for further identification. The strain collection showed a remarkable diversity, with representatives of seven aerobic spore-forming genera. Bacillus licheniformis and Bacillus pallidus were the most predominant species overall. Twenty-three percent of the 603 spore-forming isolates proved to belong to 18 separate novel species. These findings suggest that the selective heating revealed a pool of unknown organisms with a higher heat-resistant character. This study showed that high spore counts can occur at the dairy farm and that feed and milking equipment can act as reservoirs or entry points for potentially highly heat-resistant spores into raw milk. Lowering this spore load by good hygienic measures could probably further reduce the contamination level of raw milk, in this way minimizing the aerobic spore-forming bacteria that could lead to spoilage of milk and dairy products. Assessment and characterization of this particular flora are of great importance to allow the dairy or food industry to adequately deal with newly arising microbiological problems.
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MESH Headings
- Animals
- Bacillus/chemistry
- Bacillus/genetics
- Bacillus/isolation & purification
- Belgium
- Cattle
- Colony Count, Microbial
- DNA, Bacterial/genetics
- DNA, Bacterial/isolation & purification
- Dairying
- Fatty Acids/analysis
- Female
- Food Microbiology
- Genes, Bacterial
- Hot Temperature
- Milk/microbiology
- Molecular Sequence Data
- Phylogeny
- RNA, Bacterial/genetics
- RNA, Ribosomal, 16S/genetics
- Species Specificity
- Spores, Bacterial/chemistry
- Spores, Bacterial/genetics
- Spores, Bacterial/isolation & purification
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Affiliation(s)
- Patsy Scheldeman
- Department of Animal Product Quality, Brusselsesteenweg 370, 9090 Melle, Belgium.
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Røssland E, Langsrud T, Granum PE, Sørhaug T. Production of antimicrobial metabolites by strains of Lactobacillus or Lactococcus co-cultured with Bacillus cereus in milk. Int J Food Microbiol 2005; 98:193-200. [PMID: 15681046 DOI: 10.1016/j.ijfoodmicro.2004.06.003] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2004] [Revised: 05/24/2004] [Accepted: 06/01/2004] [Indexed: 10/26/2022]
Abstract
During co-culture of Lactobacillus (five strains) or Lactococcus (two strains) with Bacillus cereus, organic acids and other potentially antimicrobial metabolites are produced. Lactic acid was produced at very different rates by the lactic acid bacteria (LAB) and the final concentrations varied much, however, the crucial point of rapid pH reduction during the initial hours of fermentation coincides with lactic acid production. Moderate amounts of acetic acid were produced during fermentation and the final concentrations were much smaller compared to lactic acid. According to these experiments, production of diacetyl, carbon dioxide and ethanol was considered too small to contribute to inhibition of B. cereus. The inhibitory substance produced by the LAB strains was not sensitive to proteinase K, trypsin or pepsin, so it was not likely that the LAB strains produced bacteriocins antagonistic against B. cereus. The strains that produced lactic acid fastest inhibited B. cereus best. Increased concentrations of lactic and acetic acid and carbon dioxide were also observed after co-culture with B. cereus compared to growth of the LAB strains alone, which indicates that B. cereus stimulates the biosynthetic capacities of the LAB strains.
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Affiliation(s)
- Elisabeth Røssland
- Department of Chemistry, Biotechnology and Food Science, Agricultural University of Norway, P.O. Box 5003, N-1432 As, Norway.
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31
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Scheldeman P, Rodríguez-Díaz M, Goris J, Pil A, De Clerck E, Herman L, De Vos P, Logan NA, Heyndrickx M. Bacillus farraginis sp. nov., Bacillus fortis sp. nov. and Bacillus fordii sp. nov., isolated at dairy farms. Int J Syst Evol Microbiol 2004; 54:1355-1364. [PMID: 15280314 DOI: 10.1099/ijs.0.63095-0] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Forty-eight bacterial strains were isolated at dairy farms from raw milk, the milking apparatus, green fodder or feed concentrate after a heat treatment of 30 min at 100 °C. In this way, spore-forming bacteria with a very high intrinsic heat resistance were selected for. The aerobic spore-forming isolates were subjected to a polyphasic taxonomical study, including repetitive element sequence-based PCR typing, whole-cell protein profiling, 16S rDNA sequence analysis, DNA–DNA hybridizations, DNA base composition, fatty acid analysis, and morphological and biochemical characteristics. A comparison of the REP- and (GTG)5-PCR and whole-cell protein SDS-PAGE profiles resulted in three clusters of similar strains. Analysis of the 16S rDNA sequences and DNA–DNA relatedness data showed that these clusters represented three novel species. The highest 16S rDNA similarity to a recognized species found for the three groups was around 94 % with Bacillus lentus and Bacillus sporothermodurans. Further phenotypic characterization supported the proposal of three novel species in the genus Bacillus, Bacillus farraginis, Bacillus fortis and Bacillus fordii. The respective type strains are R-6540T (=LMG 22081T=DSM 16013T), R-6514T (=LMG 22079T=DSM 16012T) and R-7190T (=LMG 22080T=DSM 16014T); their G+C DNA base contents are 43·7, 44·3 and 41·9 mol%, respectively. Although in variable amounts, a predominance of the branched fatty acids iso-C15 : 0 and anteiso-C15 : 0 was observed in all three novel species.
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MESH Headings
- Aerobiosis
- Animal Feed/microbiology
- Animals
- Bacillus/classification
- Bacillus/cytology
- Bacillus/isolation & purification
- Bacillus/physiology
- Bacterial Proteins/analysis
- Bacterial Proteins/isolation & purification
- Bacterial Typing Techniques
- Base Composition
- DNA Fingerprinting
- DNA, Bacterial/analysis
- DNA, Bacterial/chemistry
- DNA, Bacterial/isolation & purification
- DNA, Ribosomal/chemistry
- Dairying
- Equipment Contamination
- Fatty Acids/analysis
- Genes, rRNA
- Hot Temperature
- Milk/microbiology
- Molecular Sequence Data
- Nucleic Acid Hybridization
- Phylogeny
- Proteome
- RNA, Bacterial/genetics
- RNA, Ribosomal, 16S/genetics
- Repetitive Sequences, Nucleic Acid
- Sequence Analysis, DNA
- Sequence Homology
- Spores, Bacterial/cytology
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Affiliation(s)
- Patsy Scheldeman
- Ministry of the Flemish Community, Centre for Agricultural Research, Department of Animal Product Quality, Brusselsesteenweg 370, 9090 Melle, Belgium
| | - Marina Rodríguez-Díaz
- Glasgow Caledonian University, School of Biological and Biomedical Sciences, Cowcaddens Road, Glasgow G4 0BA, UK
| | - Johan Goris
- Ghent University, Faculty of Sciences, Laboratory of Microbiology (WE10), K. L. Ledeganckstraat 35, 9000 Gent, Belgium
- Ministry of the Flemish Community, Centre for Agricultural Research, Department of Animal Product Quality, Brusselsesteenweg 370, 9090 Melle, Belgium
| | - Annelies Pil
- Ghent University, Faculty of Sciences, Laboratory of Microbiology (WE10), K. L. Ledeganckstraat 35, 9000 Gent, Belgium
- Ministry of the Flemish Community, Centre for Agricultural Research, Department of Animal Product Quality, Brusselsesteenweg 370, 9090 Melle, Belgium
| | - Elke De Clerck
- Ghent University, Faculty of Sciences, Laboratory of Microbiology (WE10), K. L. Ledeganckstraat 35, 9000 Gent, Belgium
| | - Lieve Herman
- Ministry of the Flemish Community, Centre for Agricultural Research, Department of Animal Product Quality, Brusselsesteenweg 370, 9090 Melle, Belgium
| | - Paul De Vos
- Ghent University, Faculty of Sciences, Laboratory of Microbiology (WE10), K. L. Ledeganckstraat 35, 9000 Gent, Belgium
| | - Niall A Logan
- Glasgow Caledonian University, School of Biological and Biomedical Sciences, Cowcaddens Road, Glasgow G4 0BA, UK
| | - Marc Heyndrickx
- Ministry of the Flemish Community, Centre for Agricultural Research, Department of Animal Product Quality, Brusselsesteenweg 370, 9090 Melle, Belgium
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32
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Chen L, Daniel R, Coolbear T. Detection and impact of protease and lipase activities in milk and milk powders. Int Dairy J 2003. [DOI: 10.1016/s0958-6946(02)00171-1] [Citation(s) in RCA: 164] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Vaerewijck MJ, De Vos P, Lebbe L, Scheldeman P, Hoste B, Heyndrickx M. Occurrence of Bacillus sporothermodurans and other aerobic spore-forming species in feed concentrate for dairy cattle. J Appl Microbiol 2001; 91:1074-84. [PMID: 11851816 DOI: 10.1046/j.1365-2672.2001.01477.x] [Citation(s) in RCA: 56] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
AIMS To determine the aerobic spore composition and presence of Bacillus sporothermodurans spores in feed concentrate for dairy cattle. METHODS AND RESULTS Six feed concentrate samples from five different farms were analysed. High levels of spores (up to 10(6) spores g(-1)) were found. Identification of 100 selected isolates was obtained by a combination of fatty acid methyl esters analysis, amplified ribosomal DNA restriction analysis and 16S rDNA sequencing. Ninety-seven isolates could be identified to the species level or assigned to a phylogenetic species group. Most of the isolates obtained after a heat treatment of 10 min at 80 degrees C were identified as members of the B. subtilis group (32 isolates), B. pumilus (25 isolates), B. clausii (eight isolates) and B. licheniformis (eight isolates). The isolates with very heat-resistant spores, obtained after a heat treatment of 30 min at 100 degrees C, were identified as members of the B. subtilis group (five isolates), B. sporothermodurans (three isolates), B. amyloliquefaciens (one isolate), B. oleronius (one isolate) and B. pallidus (one isolate). Bacillus cereus was present in each feed concentrate sample and was isolated using a selective mannitol egg yolk polymyxin agar medium. CONCLUSIONS Feed concentrate for dairy cattle contains known as well as as yet unknown species of Bacillus and related genera with properties relevant to the dairy sector. SIGNIFICANCE AND IMPACT OF THE STUDY The results formulate the hypothesis that feed concentrate can be a contamination source of spores, including those of B. sporothermodurans, for raw milk at the farm level.
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Affiliation(s)
- M J Vaerewijck
- Center for Agricultural Research-Ghent, Department for Animal Product Quality and Transformation Technology, Melle, Belgium
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Guinebretiere MH, Berge O, Normand P, Morris C, Carlin F, Nguyen-The C. Identification of bacteria in pasteurized zucchini purées stored at different temperatures and comparison with those found in other pasteurized vegetable purées. Appl Environ Microbiol 2001; 67:4520-30. [PMID: 11571151 PMCID: PMC93198 DOI: 10.1128/aem.67.10.4520-4530.2001] [Citation(s) in RCA: 57] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2001] [Accepted: 07/16/2001] [Indexed: 11/20/2022] Open
Abstract
One hundred nineteen isolates from a commercial zucchini purée stored at 4, 10, and 20 to 25 degrees C were fingerprinted using repetitive sequence-based PCR (REP-PCR) and classified into 35 REP types. One representative isolate of each REP type was subsequently identified by API50CHB/20E profile and partial rrs gene sequence analysis. Nine REP types were misidentified by the API system. Strains were misidentified as being in the Bacillus circulans (group 2) API taxon or in taxa with a low number of positive API characters such as Brevibacillus brevis. A phylogenetic analysis pointed to one new species of Bacillus and three new species of Paenibacillus among the misidentified REP types. Bacterial components in zucchini purée were compared phenotypically with those obtained in previous work on broccoli, carrot, leek, potato, and split pea purées, based on simple matching coefficient and unweighted pair group method with averages cluster analysis. Out of 254 strains, 69 strains previously identified as B. circulans (group 2) or B. circulans/B. macerans/B. polymyxa were assigned to a new Paenibacillus taxon phylogenetically related to P. azotofixans. Storage conditions at 4 degrees C favored the development of "B. macroides/B. maroccanus" and Paenibacillus spp. in zucchini purées and Paenibacillus spp. in other purées. Storage conditions at 20 to 25 degrees C favored the development of B. subtilis group (B. licheniformis and B. subtilis) and B. cereus group strains. At 10 degrees C, Paenibacillus spp. were always present at high frequencies, whereas the occurrence of B. macroides/B. maroccanus (in zucchini purées), B. cereus, and B. pumilus varied with the experiment.
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Affiliation(s)
- M H Guinebretiere
- INRA, UMR A408 INRA-Université d'Avignon, Domaine St Paul, Site Agroparc, France.
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35
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Teo AY, Knabel SJ. Development of a simple recovery-enrichment system for enhanced detection of heat-injured Listeria monocytogenes in pasteurized milk. J Food Prot 2000; 63:462-72. [PMID: 10772211 DOI: 10.4315/0362-028x-63.4.462] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
A simple anaerobic recovery-enrichment system, semisolid Penn State University (ssPSU) broth, that enhances recovery of heat-injured Listeria monocytogenes, was rapidly achieved in 10-ml screw-capped tubes by adding Bacto-agar (2.5 g/liter) and L-cysteine (0.5 g/liter) to Penn State University broth. Glucose was removed from the formulation for ssPSU broth to prevent the growth of thermoduric lactobacilli. Ferric ammonium citrate was added to ssPSU broth to detect esculin hydrolysis and to indicate the presumptive presence of L. monocytogenes. Replacement of phosphate buffer with 3-[N-morpholino]propanesulfonic acid (MOPS) buffer and addition of magnesium sulfate (15 mM) enhanced recovery and detection of L. monocytogenes heat treated at 62.8 degrees C for 20 min. D-Serine, at a concentration of 150 mM, was found to inhibit germination of Bacillus spp. spores but did not inhibit severely heat-injured L. monocytogenes. Finally, ssPSU broth was modified (to mPSU broth) to contain the following: (i) Bacto-agar, 2.5 g/liter; (ii) ferric ammonium citrate, 0.5 g/liter; (iii) MOPS buffer, pH 7.0; (iv) D-serine, 13.7 g/liter; (v) D-alanine, 11.6 g/liter; and (iv) magnesium sulfate, 1.81 g/liter. Incubation temperature significantly affected the recovery and detection of severely heat-injured L. monocytogenes. L. monocytogenes that were heat challenged in filter-sterilized whole milk at 62.8 degrees C for 20, 25, and 30 min could not be detected at incubation temperatures > or = 30 degrees C but were consistently detected after incubation at 25 degrees C for 174, 199, and 330 h, respectively. Heat-injured cells of L. monocytogenes that were added to various commercial brands of pasteurized whole milk were also detected using mPSU broth. When clostridial spores (10(4) spores per ml) were added to filter-sterilized milk containing either heat-injured or non-heat-injured L. monocytogenes, only the latter could be detected in mPSU broth. The mPSU broth system requires no purging with nitrogen gas to create anaerobic conditions and permits recovery, growth, and detection of L. monocytogenes in one vessel in the presence of thermoduric background microflora commonly found in pasteurized milk.
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Affiliation(s)
- A Y Teo
- Department of Food Science, Pennsylvania State University, University Park 16802-2504, USA
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36
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MATTA HITTU, PUNJ V. Isolation and identification of lipolytic, psychrotrophic, spore forming bacteria from raw milk. INT J DAIRY TECHNOL 1999. [DOI: 10.1111/j.1471-0307.1999.tb02072.x] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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37
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Mahakarnchanakul W, Beuchat LR. Influence of temperature shifts on survival, growth, and toxin production by psychrotrophic and mesophilic strains of Bacillus cereus in potatoes and chicken gravy. Int J Food Microbiol 1999; 47:179-87. [PMID: 10359488 DOI: 10.1016/s0168-1605(99)00011-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
A study was done to determine the influence of temperature on growth and toxin production characteristics of psychrotrophic and mesophilic strains of Bacillus cereus when inoculated into mashed potatoes and chicken gravy containing various concentrations of sodium chloride and held at temperatures different from those at which cells had been cultured. Logarithmic growth phase cells (10 h, 30 degrees C) of psychrotrophic (F3802A/84) and mesophilic (B4ac-1) strains of Bacillus cereus were inoculated into rehydrated commercially processed instant mashed potatoes and chicken gravy supplemented with 0, 2, or 4% sodium chloride. Growth, survival, and diarrheal toxin production in potatoes and gravy held at 30, 37, and 10 degrees C (strain F3802A/84) or 30, 40, and 10 degrees C (strain B4ac-1) were monitored. Both strains grew in both foods containing no added sodium chloride or 2% sodium chloride when held at 30, 37, or 40 degrees C for 2 days. Strain B4ac-1 grew better than strain F3802A/84 in foods containing 4% sodium chloride. Maximum amounts of enterotoxin (1024 ng/g) were produced by strain B4ac-1 in chicken gravy held at 30 and 40 degrees C. Strain F3802A/84 grew to populations of 7 log10 CFU/g in foods containing no added sodium chloride or 2% sodium chloride at 10 degrees C. Strain F3802A/84 produced the highest amount of enterotoxin (1024 ng/g) at 30 degrees C in chicken gravy containing 0.7 or 2% sodium chloride; however, little or low amounts of toxin (4-16 ng/g) were produced in chicken gravy at 10 degrees C. Compared to strain B4ac-1, cells of strain F3802A/84 subjected to a downward shift in incubation temperature (10 degrees C) grew more rapidly in chicken gravy. Strain B4ac-1 produced the highest amount of toxin (1024 ng/g) at 30 degrees C in gravy containing 4% sodium chloride and at 40 degrees C in gravy containing 0.7% sodium chloride. Toxin was not detected in inoculated mashed potatoes. Results of this study indicate that shifts in incubation temperature influence growth and toxin production by psychrotrophic and mesophilic strains of B. cereux differently. It is important to store pasteurized, ready-to-eat foods at a temperature low enough to prevent the growth of B. cereus.
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Affiliation(s)
- W Mahakarnchanakul
- Center for Food Safety and Quality Enhancement, Department of Food Science and Technology, University of Georgia, Griffin 30223-1797, USA
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Affiliation(s)
- H D Larsen
- Department of Veterinary Microbiology, The Royal Veterinary and Agricultural University, Frederiksberg C, Denmark
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Christiansson A, Bertilsson J, Svensson B. Bacillus cereus spores in raw milk: factors affecting the contamination of milk during the grazing period. J Dairy Sci 1999; 82:305-14. [PMID: 10068952 DOI: 10.3168/jds.s0022-0302(99)75237-9] [Citation(s) in RCA: 117] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Psychrotrophic Bacillus cereus is a limiting factor for the shelf-life of pasteurized milk, particularly during the grazing season. Potential sources of contamination and factors that might affect the spore content of milk were studied in detail for a group of eight cows during three 2-wk study periods from June to September over 2 yr. The spore content of milk was strongly associated with the degree of contamination of the teats with soil. High water content of soil, low evaporation of water and dirty access alloys were the most important factors correlating with high spore concentrations. The spore content of soil varied from < 50 to 380,000/g, depending on time and sampling site. The milking equipment did not contribute significantly to the contamination. The spore contents in air during milking (< 100 cfu/m3) and in feed (silage, hay, fresh grass, and concentrates) were too low to be of importance for contamination. The spore content in dung was also low. Further support that soil was the major contamination source was found by comparison of genetic fingerprints by random amplified polymorphic DNA polymerase chain reaction of isolates of B. cereus from soil and milk and by teat cleansing experiments, which resulted in reduced contamination levels in milk.
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Affiliation(s)
- A Christiansson
- Swedish Dairies' Association, Research and Development Department, Lund, Sweden
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Beattie SH, Holt C, Hirst D, Williams AG. Discrimination among Bacillus cereus, B. mycoides and B. thuringiensis and some other species of the genus Bacillus by Fourier transform infrared spectroscopy. FEMS Microbiol Lett 1998; 164:201-6. [PMID: 9675865 DOI: 10.1111/j.1574-6968.1998.tb13086.x] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Fourier transform infrared spectroscopy (FTIR) in conjunction with canonical variate analysis was found to be effective in discriminating among spectra of 9 representative strains of Bacillus spp., including B. cereus, B. mycoides and B. thuringiensis. The method was also able to discriminate according to species among spectra of 14 other non-type strains of B. cereus, 12 of B. mycoides and 12 of B. thuringiensis with a success rate of > 95%, even without using a prior classification of the groups by species. FTIR spectroscopy can be used for the rapid and accurate differentiation of species in the genus Bacillus that are of importance to the food and dairy industry.
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Christiansson A, Ekelund K, Ogura H. Membrane filtration method for enumeration and isolation of spores of Bacillus cereus from milk. Int Dairy J 1997. [DOI: 10.1016/s0958-6946(97)00085-x] [Citation(s) in RCA: 24] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Cosentino S, Mulargia AF, Pisano B, Tuveri P, Palmas F. Incidence and biochemical characteristics of Bacillus flora in Sardinian dairy products. Int J Food Microbiol 1997; 38:235-8. [PMID: 9506289 DOI: 10.1016/s0168-1605(97)00107-4] [Citation(s) in RCA: 51] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
This study was planned to assess the frequency and level of Bacillus spp. contamination in Sardinian dairy products and to evaluate some food-spoilage-related characteristics of the strains isolated. Of the 378 dairy products tested, 265 (70%) were found to contain Bacillus spp. The overall level of contamination ranged from less than 10 cfu per ml or gram up to a maximum of 1200 cfu. A total of 483 strains, belonging to 14 species, have been isolated from the 265 positive samples. The most frequently isolated psychotropic species were B. cereus (18.6% of total isolates), B. coagulans and B. mycoides. B. subtilis, B. licheniformis and B. pumilis were the most common mesophilic strains and B. stearotermophilus was the dominant thermophilic species. Most strains showed strong enzymatic activity, as indicated by the high percentage of isolates capable of hydrolysing casein, gelatin, starch and liquids. As regards possible health hazards. 72% of the B. cereus strains tested showed evidence of toxin production using a reversed passive latex agglutination assay.
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Giffel MCT, Beumer RR, Langeveld LPM, Rombouts FM. The role of heat exchangers in the contamination of milk with Bacillus cereus in dairy processing plants. INT J DAIRY TECHNOL 1997. [DOI: 10.1111/j.1471-0307.1997.tb01734.x] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Abstract
Four hundred and fifty eight samples of pasteurized full fat milk, pasteurized low fat milk (1.5% milk fat) and pasteurized double cream were collected from three Danish dairies (A, B and C) over a period of 1 year. The milk samples were stored at 7 +/- 0.5 degrees C for 8 days, and were then examined for the presence of Bacillus cereus and other aerobic mesophilic microorganisms. In addition, 115 raw milk samples taken from weighing tanks at the three dairies were examined for psychrotrophic B. cereus. B. cereus was isolated from 257 (56%) of the 458 pasteurized milk samples examined, and no differences between full fat milk, low fat milk and double cream were observed as regards the percentage of B. cereus positive samples. However, the mean count of B. cereus was significantly higher in double cream than in the other products. No significant differences was observed between the dairies. The prevalence of B. cereus in pasteurized milk products during summer and winter was 72 and 28%, respectively, and the mean counts of B. cereus was significantly higher during summer as well. Psychrotrophic B. cereus was detected in 29 of 115 samples of raw milk (25%). In 120 of the 257 samples of pasteurized milk found to be positive, the viable count of B. cereus obtained was in the range between 10(3) and 3 x 10(5) cfu/ml.
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Affiliation(s)
- H D Larsen
- Department of Veterinary Microbiology, Royal Veterinary and Agricultural University, Frederiksherg, Denmark.
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Schraft H, Steele M, McNab B, Odumeru J, Griffiths MW. Epidemiological typing of Bacillus spp. isolated from food. Appl Environ Microbiol 1996; 62:4229-32. [PMID: 8900016 PMCID: PMC168246 DOI: 10.1128/aem.62.11.4229-4232.1996] [Citation(s) in RCA: 23] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
Biotypes, fatty acid profiles, and restriction fragment length polymorphisms of a PCR product (PCR-RFLP of the cereolysin AB gene) were compared for 62 isolates of the Bacillus cereus group. Eleven isolates originated from various foods, and 51 isolates were obtained from pasteurized milk which had been processed by two different dairies. The isolates were clustered into 6 biotypes, 10 fatty acid groups, or 7 PCR-RFLP clusters. Isolates with mesophilic or psychrotrophic characteristics were preferentially distributed into specific fatty acid or PCR-RFLP groups (P = 0.004). Unique fatty acid clusters were predominantly found in milk samples of each dairy (P < 0.0001), suggesting that certain dairy plants may harbor plant-specific B. cereus which might constantly contribute to postpasteurization contamination.
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Affiliation(s)
- H Schraft
- Department of Food Science, University of Guelph, Ontario, Canada
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Zwietering MH, de Wit JC, Notermans S. Application of predictive microbiology to estimate the number of Bacillus cereus in pasteurised milk at the point of consumption. Int J Food Microbiol 1996; 30:55-70. [PMID: 8856374 DOI: 10.1016/0168-1605(96)00991-9] [Citation(s) in RCA: 121] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
A procedure is presented to quantitatively estimate the growth of a particular organism in a food product during chilled storage using predictive microbiology. This results in a quantification of the contribution of every individual process step to the total number of organisms, which may be a useful tool to support decisions on existing process lines as well as in process and product design. It is demonstrated that predictive microbiology will only estimate to within orders of magnitude of bacterial growth. This helps to pinpoint the most important aspects of a line. The calculations can be helpful to set critical limits and to detect hazards by performing 'what if' analyses. The procedure is explained for the growth of Bacillus cereus in milk. It is indicated, that with the current information, the effect of time/temperature can be estimated. However, to make an accurate exposure analysis, more information will be needed.
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Affiliation(s)
- M H Zwietering
- Department of Food Science, Wageningen Agricultural University, The Netherlands. Marcel.Zwietering@
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McGUIGGAN JAMESTM, GILMOUR ARTHUR, LAWRENCE LORNAM. Factors influencing the recovery of psychrotrophic, mesophilic and thermophilic Bacillus spp from bulk raw milk. INT J DAIRY TECHNOL 1994. [DOI: 10.1111/j.1471-0307.1994.tb01531.x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Sutherland AD, Murdoch R. Seasonal occurrence of psychrotrophic Bacillus species in raw milk, and studies on the interactions with mesophilic Bacillus sp. Int J Food Microbiol 1994; 21:279-92. [PMID: 8043347 DOI: 10.1016/0168-1605(94)90058-2] [Citation(s) in RCA: 56] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Mesophilic and psychrotrophic isolates of Bacillus species displayed seasonal incidences in raw and pasteurised milk. The incidence of mesophilic isolates was highest in the winter and lowest in the summer/autumn while pschrotroph incidence was conversely lowest in the winter and highest in the late summer/autumn. Spores of Bacillus sp. were isolated from raw milk taken from farm milk machines and bulk tanks, milk tankers, diary silos and pasteurised milk. A consistent seasonal fluctuation in incidence throughout these samples suggested that spores of Bacillus sp. derived from the farm environment survived as important contaminants right through the milk chain to the pasteurised product. Up to seven mesophilic Bacillus sp. were isolated from a single sample with three species commonly occurring in most samples. The predominant mesophilic species isolated were B. pumilus, B. licheniformis and B. subtilis. The dominant psychrotrophic isolate was B. cereus. Selected mesophilic isolates were examined for possible antagonistic effects on the growth of psychrotropic B. cereus and B. pumilus isolates. Bacillus subtilis and B. licheniformis were found to produce antagonistic factors. It was considered that these factors may influence the incidence and growth of psychrotrophic isolates in the farm environment or in milk but the factors are not yet fully characterised or identified.
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Champagne CP, Laing RR, Roy D, Mafu AA, Griffiths MW. Psychrotrophs in dairy products: their effects and their control. Crit Rev Food Sci Nutr 1994; 34:1-30. [PMID: 8142043 DOI: 10.1080/10408399409527648] [Citation(s) in RCA: 170] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Health concerns and technological effects of psychrotrophic bacteria in dairy products are reviewed, as well as methods to control their presence and development. The various Gram-negative and Gram-positive psychrotrophic species are listed and, with respect to pathogenic psychrotrophs, emphasis is given on Listeria monocytogenes, Yersinia enterocolitica, and Bacillus cereus. The influence of psychrotrophic bacteria on the quality of raw milk, pasteurized and UHT milks, butter, ice cream, cheese, and powders is examined. Public health considerations of Listeria monocytogenes, Yersinia enterocolitica, and Bacillus cereus of these various dairy products are also presented. Methods that can be used to eliminate or control the development of psychrotropic bacteria include low or high temperatures, chemicals, gases, the lactoperoxidase system, lactic acid bacteria, microfiltration, bactofugation, lactoferrin-related proteins, sanitation, flavors, and naturally occurring spore germinants.
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Affiliation(s)
- C P Champagne
- Agriculture Canada, Centre de Recherche et Développement sur les Aliments, Saint-Hyacinthe, Québec
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Off-Flavors of Dairy Products. ACTA ACUST UNITED AC 1992. [DOI: 10.1016/b978-0-444-88558-6.50018-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2023]
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