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Brar J, Novoa-Rama E, Corkran S, Juneja VK, Kroft B, Singh M. Predictive modeling of thermal inactivation of non-O157 Shiga toxin-producing Escherichia coli in ground beef with varying fat contents. Food Res Int 2023; 174:113481. [PMID: 37986491 DOI: 10.1016/j.foodres.2023.113481] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Revised: 09/11/2023] [Accepted: 09/13/2023] [Indexed: 11/22/2023]
Abstract
A mathematical model to predict the thermal inactivation of non-O157 Shiga toxin-producing Escherichia coli (STEC) in ground beef was developed, with temperature and fat content of ground beef as controlling factors. Survival curves for a cocktail of non-O157 STEC strains in ground beef at four temperatures (55, 60, 65, and 68 °C) and six fat levels (5, 10, 15, 20, 25, and 30%) were generated. Nine primary models-log-linear, log-linear with tail, biphasic, sigmoidal, four-factor sigmoidal, Baranyi, Weibull, mixed Weibull, and Gompertz-were tested for fitting the survival curves. Primary modeling analysis showed the Weibull model had the highest accuracy factor and Akaike's weight, making it the best-fitting model. The parameters of the Weibull model were estimated using a nonlinear mixed, and response surface modeling was used to develop a second-order polynomial regression to estimate the impact of fat in ground beef and cooking temperature on the heat resistance of non-O157 STEC strains. The secondary model was successfully validated by comparing predicted lethality (log10 CFU/g) with the observed values for ground beef containing 10 and 27% fat at 58 and 62 °C. Process lethality obtained from experimental data was within the prediction interval of the predictive model. The developed model will assist the food industry in estimating the appropriate time and temperature required for cooking ground beef to provide adequate protection against STEC contaminants.
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Affiliation(s)
- Jagpinder Brar
- Department of Food Science, Purdue University, West Lafayette, IN 47906
| | - Estefania Novoa-Rama
- Department of Food Science and Technology, University of Georgia, Athens, GA 30602
| | - Sydney Corkran
- Department of Food Science, Purdue University, West Lafayette, IN 47906
| | - Vijay K Juneja
- US Department of Agriculture - Eastern Regional Research Center, Wyndmoor, PA 19038
| | - Brenda Kroft
- Department of Food Science and Technology, University of Georgia, Athens, GA 30602
| | - Manpreet Singh
- Department of Food Science and Technology, University of Georgia, Athens, GA 30602.
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Yap PG, Lai ZW, Tan JS. Bacteriocins from lactic acid bacteria: purification strategies and applications in food and medical industries: a review. BENI-SUEF UNIVERSITY JOURNAL OF BASIC AND APPLIED SCIENCES 2022. [DOI: 10.1186/s43088-022-00227-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Abstract
Background
Bacteriocins are generally defined as ribosomally synthesized peptides, which are produced by lactic acid bacteria (LAB) that affect the growth of related or unrelated microorganisms. Conventionally, the extracted bacteriocins are purified by precipitation, where ammonium sulphate is added to precipitate out the protein from the solution.
Main text
To achieve the high purity of bacteriocins, a combination with chromatography is used where the hydrophobicity and cationic properties of bacteriocins are employed. The complexity column inside the chromatography can afford to resolve the loss of bacteriocins during the ammonium sulphate precipitation. Recently, an aqueous two-phase system (ATPS) has been widely used in bacteriocins purification due to the several advantages of its operational simplicity, mild process conditions and versatility. It reduces the operation steps and processing time yet provides high recovery products which provide alternative ways to conventional methods in downstream processing. Bacteriocins are widely approached in the food and medical industry. In food application, nisin, which is produced by Lactococcus lactis subsp. has been introduced as food preservative due to its natural, toxicology safe and effective against the gram-positive bacteria. Besides, bacteriocins provide a board range in medical industries where they are used as antibiotics and probiotics.
Short conclusion
In summary, this review focuses on the downstream separation of bacteriocins from various sources using both conventional and recent ATPS techniques. Finally, recommendations for future interesting areas of research that need to be pursued are highlighted.
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Serna-Hernandez SO, Escobedo-Avellaneda Z, García-García R, Rostro-Alanis MDJ, Welti-Chanes J. High Hydrostatic Pressure Induced Changes in the Physicochemical and Functional Properties of Milk and Dairy Products: A Review. Foods 2021; 10:1867. [PMID: 34441644 PMCID: PMC8391368 DOI: 10.3390/foods10081867] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 07/31/2021] [Accepted: 08/03/2021] [Indexed: 11/26/2022] Open
Abstract
High-pressure processing (HPP) is a nonthermal technology used for food preservation capable of generating pasteurized milk products. There is much information regarding the inactivation of microorganisms in milk by HPP, and it has been suggested that 600 MPa for 5 min is adequate to reduce the number of log cycles by 5-7, resulting in safe products comparable to traditionally pasteurized ones. However, there are many implications regarding physicochemical and functional properties. This review explores the potential of HPP to preserve milk, focusing on the changes in milk components such as lipids, casein, whey proteins, and minerals, and the impact on their functional and physicochemical properties, including pH, color, turbidity, emulsion stability, rheological behavior, and sensory properties. Additionally, the effects of these changes on the elaboration of dairy products such as cheese, cream, and buttermilk are explored.
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Affiliation(s)
| | | | | | | | - Jorge Welti-Chanes
- Tecnologico de Monterrey, Escuela de Ingeniería y Ciencias, Eugenio Garza Sada 2501, Monterrey 64700, NL, Mexico; (S.O.S.-H.); (Z.E.-A.); (R.G.-G.); (M.d.J.R.-A.)
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Modugno C, Loupiac C, Bernard A, Jossier A, Neiers F, Perrier-Cornet JM, Simonin H. Effect of high pressure on the antimicrobial activity and secondary structure of the bacteriocin nisin. INNOV FOOD SCI EMERG 2018. [DOI: 10.1016/j.ifset.2018.01.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Jemaa MB, Falleh H, Serairi R, Neves MA, Snoussi M, Isoda H, Nakajima M, Ksouri R. Nanoencapsulated Thymus capitatus essential oil as natural preservative. INNOV FOOD SCI EMERG 2018. [DOI: 10.1016/j.ifset.2017.08.017] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Wang T, Qi J, Wu J, Hao L, Yi Y, Lin S, Zhang Z. Response surface modeling for the inactivation of Bacillus subtilis subsp. niger spores by chlorine dioxide gas in an enclosed space. JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION (1995) 2016; 66:508-517. [PMID: 26853499 DOI: 10.1080/10962247.2016.1150365] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
UNLABELLED Bacillus subtilis subsp. niger spores are a commonly used biological indicator to evaluate the disinfection of an enclosed space. In the present study, chlorine dioxide (ClO2) gas was applied to inactivate B. subtilis subsp. niger spores in an enclosed space. The effects of the ClO2 gas concentration (1-3 mg/l), relative humidity (RH, 30-70%) and exposure time (30-90 min) were investigated using a response surface methodology (RSM). A three-factor Box-Behnken experimental design was used. The obtained data were adequately fitted to a second-order polynomial model with an R2adj of 0.992. The ClO2 gas concentration, RH and exposure time all significantly (P<0.05) and positively correlated with the inactivation of B. subtilis subsp. niger spores. The interaction between the ClO2 gas concentration and RH as well as that between the exposure time and RH indicated significant and synergistic effects (P<0.05). The predictive model was validated by additional eight experiments and proven to be with good accuracy. Overall, this model established by the RSM could show the trend of the inactivation of spores, indicate the interactions between important factors, and provide a reference to determine effective conditions for the disinfection in different enclosed spaces by ClO2 gas. IMPLICATIONS The inactivation of indoor biological contaminants plays an important role in preventing the transmission of pathogens and ensuring human safety. The predictive model using response surface methodology indicates the influence and interaction of the main factors on the inactivation of Bacillus subtilis subsp. niger spores by ClO2 gas, and can predict a ClO2 gas treatment condition to achieve an effective sterilization of enclosed spaces. The results in this paper will provide a reference for the application of ClO2 gas treatments for indoor disinfection.
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Affiliation(s)
- Tao Wang
- a Institute of Medical Equipment, Academy of Military Medical Sciences , Tianjin , People's Republic of China
- b National Bio-protection Engineering Center , Tianjin , People's Republic of China
| | - Jiancheng Qi
- a Institute of Medical Equipment, Academy of Military Medical Sciences , Tianjin , People's Republic of China
- b National Bio-protection Engineering Center , Tianjin , People's Republic of China
| | - Jinhui Wu
- a Institute of Medical Equipment, Academy of Military Medical Sciences , Tianjin , People's Republic of China
- b National Bio-protection Engineering Center , Tianjin , People's Republic of China
| | - Limei Hao
- a Institute of Medical Equipment, Academy of Military Medical Sciences , Tianjin , People's Republic of China
- b National Bio-protection Engineering Center , Tianjin , People's Republic of China
| | - Ying Yi
- a Institute of Medical Equipment, Academy of Military Medical Sciences , Tianjin , People's Republic of China
- b National Bio-protection Engineering Center , Tianjin , People's Republic of China
| | - Song Lin
- a Institute of Medical Equipment, Academy of Military Medical Sciences , Tianjin , People's Republic of China
- b National Bio-protection Engineering Center , Tianjin , People's Republic of China
| | - Zongxing Zhang
- a Institute of Medical Equipment, Academy of Military Medical Sciences , Tianjin , People's Republic of China
- b National Bio-protection Engineering Center , Tianjin , People's Republic of China
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Meng J, Gong Y, Qian P, Yu JY, Zhang XJ, Lu RR. Combined effects of ultra-high hydrostatic pressure and mild heat on the inactivation of Bacillus subtilis. Lebensm Wiss Technol 2016. [DOI: 10.1016/j.lwt.2015.12.010] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Oliveira TLCD, Ramos AL, Ramos EM, Piccoli RH, Cristianini M. Natural antimicrobials as additional hurdles to preservation of foods by high pressure processing. Trends Food Sci Technol 2015. [DOI: 10.1016/j.tifs.2015.05.007] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Zang YT, Li BM, Bing S, Cao W. Modeling disinfection of plastic poultry transport cages inoculated with Salmonella enteritids by slightly acidic electrolyzed water using response surface methodology. Poult Sci 2015; 94:2059-65. [PMID: 26188036 DOI: 10.3382/ps/pev188] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2015] [Accepted: 05/03/2015] [Indexed: 11/20/2022] Open
Abstract
In order to reduce the risk of enteric pathogens transmission in animal farms, the disinfection effectiveness of slightly acidic electrolyzed water (SAEW, pH 5.85 to 6.53) for inactivating Salmonella Enteritidis on the surface of plastic poultry transport cages was evaluated. The coupled effects of the tap water cleaning time (5 to 15 s), SAEW treatment time (20 to 40 s), and available chlorine concentrations (ACCs) of 30 to 70 mg/l on the reductions of S. Enteritidis on chick cages were investigated using a central composite design of the response surface methodology (RSM). The established RS model had a goodness of fit quantified by the parameter R2 (0.971), as well as a lack of fit test (P>0.05). The maximum reduction of 3.12 log10 CFU/cm2 for S. Enteritidis was obtained for the cage treated with tap water cleaning for 15 s followed by SAEW treatment for 40 s at an ACC of 50 mg/l. Results indicate that the established RS model has shown the potential of SAEW in disinfection of bacteria on cages.
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Affiliation(s)
- Y T Zang
- Key Laboratory of Structure and Environment in Agricultural Engineering, Ministry of Agriculture, China Agricultural University, Beijing 100083, China
| | - B M Li
- Key Laboratory of Structure and Environment in Agricultural Engineering, Ministry of Agriculture, China Agricultural University, Beijing 100083, China
| | - Sh Bing
- Shandong Agricultural University, Shandong 271000, China
| | - W Cao
- Key Laboratory of Structure and Environment in Agricultural Engineering, Ministry of Agriculture, China Agricultural University, Beijing 100083, China
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Voundi SO, Nyegue M, Lazar I, Raducanu D, Ndoye FF, Stamate M, Etoa FX. Effect of Essential Oils on Germination and Growth of Some Pathogenic and Spoilage Spore-Forming Bacteria. Foodborne Pathog Dis 2015; 12:551-9. [DOI: 10.1089/fpd.2014.1892] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Stève Olugu Voundi
- Department of Microbiology, Laboratory of Microbiology, University of Yaounde I, Yaounde, Cameroon
- Department of Biochemistry, Laboratory of Phytobiochemistry and Medicinal Plant Study, University of Yaounde I, Yaounde, Cameroon
| | - Maximilienne Nyegue
- Department of Microbiology, Laboratory of Microbiology, University of Yaounde I, Yaounde, Cameroon
- Department of Biochemistry, Laboratory of Phytobiochemistry and Medicinal Plant Study, University of Yaounde I, Yaounde, Cameroon
| | - Iuliana Lazar
- Departments of Food and Chemical Engineering, Vasile Alecsandri University of Bacau, Bacau, Romania
| | - Dumitra Raducanu
- Biology, Ecology, and Environment Protection, Vasile Alecsandri University of Bacau, Bacau, Romania
| | - Florentine Foe Ndoye
- Department of Biochemistry, Laboratory of Phytobiochemistry and Medicinal Plant Study, University of Yaounde I, Yaounde, Cameroon
| | - Marius Stamate
- Mechanical and Environmental Engineering, Vasile Alecsandri University of Bacau, Bacau, Romania
| | - François-Xavier Etoa
- Department of Microbiology, Laboratory of Microbiology, University of Yaounde I, Yaounde, Cameroon
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Reduction of Escherichia coli and Vibrio parahaemolyticus Counts on Freshly Sliced Shad (Konosirus punctatus) by Combined Treatment of Slightly Acidic Electrolyzed Water and Ultrasound Using Response Surface Methodology. FOOD BIOPROCESS TECH 2015. [DOI: 10.1007/s11947-015-1512-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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Abstract
High hydrostatic pressure (HHP), a non-thermal technology, which typically uses water as a pressure transfer medium, is characterized by a minimal impact on food characteristics (sensory, nutritional, and functional). Today, this technology, present in many food companies, can effectively inactivate bacterial cells and many enzymes. All this makes HHP very attractive, with very good acceptance by consumers, who value the organoleptic characteristics of products processed by this non-thermal food preservation technology because they associate these products with fresh-like. On the other hand, this technology reduces the need for non-natural synthetic additives of low consumer acceptance.
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13
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Modeling Vibrio parahaemolyticus inactivation by acidic electrolyzed water on cooked shrimp using response surface methodology. Food Control 2014. [DOI: 10.1016/j.foodcont.2013.08.031] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Aouadhi C, Rouissi Z, Mejri S, Maaroufi A. Inactivation of Bacillus sporothermodurans spores by nisin and temperature studied by design of experiments in water and milk. Food Microbiol 2013; 38:270-5. [PMID: 24290651 DOI: 10.1016/j.fm.2013.10.005] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2013] [Revised: 10/09/2013] [Accepted: 10/10/2013] [Indexed: 10/26/2022]
Abstract
Spores of Bacillus sporothermodurans are known to be a contaminant of dairy products and to be extremely heat-resistant. A central composite experimental design with three factors using response surface methodology was used to evaluate the effect of nisin (50-150 UI/mL), temperature (80-100 °C), and temperature-holding time (10-20 min) on the inactivation of B. sporothermodurans LTIS27 spores in distilled water, in skim milk and in chocolate milk. The experimental values were shown to be significantly in good agreement with the values predicted by the quadratic equation since the adjusted determination coefficients (Radj(2)) were around 0.97. By analyzing the response surfaces plots, the inactivation was shown to be higher in distilled water than in skim milk under all the conditions tested. Five-log cycle reductions of B. sporothermodurans spores were obtained after a treatment at 95 °C for 12 min in presence of 125 UI of nisin/mL in distilled water or at 100 °C for 13 min in presence of 134 UI of nisin/mL in skim milk or at 100 °C for 15 min in presence of 135 UI of nisin/mL in chocolate milk. This study showed the efficiency of nisin (15-184 UI/mL) in combination with temperature (73-106 °C) to inactivate spores of B. sporothermodurans in milk.
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Affiliation(s)
- Chedia Aouadhi
- Laboratory of Epidemiology and Veterinary Microbiology, Group of Bacteriology and Biotechnology, Pasteur Institute of Tunisia (IPT), BP 74, 13 place Pasteur, Belvédère, 1002 Tunis, Tunisia; Laboratory of Animal Resources and Food, National Institute of Agronomy, Tunis (INAT), 43, Rue Charles Nicole, Cité Mahrajène, Le Belvédère, 1082 Tunis, Tunisia.
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Aouadhi C, Simonin H, Mejri S, Maaroufi A. The combined effect of nisin, moderate heating and high hydrostatic pressure on the inactivation of Bacillus sporothermodurans spores. J Appl Microbiol 2013; 115:147-55. [PMID: 23611251 DOI: 10.1111/jam.12220] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2013] [Revised: 03/26/2013] [Accepted: 04/14/2013] [Indexed: 11/28/2022]
Abstract
AIMS To investigate the combined effect of hydrostatic pressure (HP), moderate temperature and nisin on the inactivation of Bacillus sporothermodurans spores which are known to be contaminant of dairy products and to be extremely heat-resistant. METHODS AND RESULTS A central composite experimental design with three factors, using response surface methodology, was used. By analysing the response surfaces and their corresponding contour plots, an interesting interaction with the three factors was observed. The inactivation observed was shown to be well fitted with values predicted by the quadratic equation, since the adjusted determination coefficient (R(adj)(2)) was 0·979. The optimum process parameters for a 5-log spores ml(-1) reduction of B. sporothermodurans spores were obtained, 472 MPa/53°C for 5 min in presence of 121 UI ml(-1) of nisin. CONCLUSION Nisin and temperature treatments improve the effectiveness of pressure in the inactivation of highly heat-resistant spores of B. sporothermodurans. SIGNIFICANCE AND IMPACT OF THE STUDY This study shows the potential of using high HP for a short time (5 min) in combination with moderate temperature and nisin to inactivate B. sporothermodurans spores in milk. Such treatments could be applied by the dairy industry to ensure the commercial sterility of UHT milk.
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Affiliation(s)
- C Aouadhi
- Laboratory of Epidemiology and Veterinary Microbiology, Bacteriology and Biotechnology Development Groups, Pasteur Institute of Tunisia (IPT), University Manar, Tunis, Tunisia.
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