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Yan Z, Wang H, Zhu Y, Wang X, Wu Y, Wang Y, Zhang R. Molecular Epidemiology of Type F Clostridium perfringens Among Diarrheal Patients and Virulence-Resistance Dynamics - 11 Provinces, China, 2024. China CDC Wkly 2025; 7:69-76. [PMID: 39867821 PMCID: PMC11757904 DOI: 10.46234/ccdcw2025.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Accepted: 11/13/2024] [Indexed: 01/28/2025] Open
Abstract
Introduction Type F Clostridium perfringens (C. perfringens) represents a significant pathogen in human gastrointestinal diseases, primarily through its cpe gene encoding C. perfringens enterotoxin (CPE). This investigation examined the prevalence, antimicrobial resistance patterns, and genetic characteristics of Type F C. perfringens within the Chinese population. Methods The study analyzed 2,068 stool samples collected from 11 provincial hospitals in 2024. Antimicrobial susceptibility testing was conducted following Clinical & Laboratory Standards Institute (CLSI) guidelines, while whole-genome sequencing provided detailed genetic profiles. Evolutionary relationships and clonal transmission patterns were investigated through phylogenetic and genetic environment analyses. Results The prevalence of Type F C. perfringens was 2.38%, with isolates predominantly identified in human clinical samples and higher detection rates in gastroenterology departments. Notably, 47.1% of isolates demonstrated high resistance to metronidazole, while all exhibited intermediate resistance to erythromycin. Phylogenetic analysis revealed high similarity among isolates from patients within the same province (single-nucleotide polymorphism (SNPs)<100), and genetic environment analysis indicated potential horizontal gene transfer between animal and human strains. Conclusions This investigation predominantly identified Type F C. perfringens in human clinical cases, with sporadic detection in pets and food products. These findings highlight the emergence of Type F C. perfringens outbreaks among diarrheal patients, emphasizing the necessity for targeted interventions as virulence factors increase.
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Affiliation(s)
- Zelin Yan
- Department of Clinical Laboratory, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, China
| | - Hanyu Wang
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, College of Veterinary Medicine, China Agricultural University, Beijing, China
| | - Yanyan Zhu
- Department of Clinical Laboratory, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, China
| | - Xuejin Wang
- Department of Clinical Laboratory, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, China
- Key Laboratory of Medical Genetics of Zhejiang Province, Key Laboratory of Laboratory Medicine, Ministry of Education, School of Laboratory Medicine and Life Sciences, Wenzhou Medical University, Wenzhou City, Zhejiang Province, China
| | - Yongning Wu
- Key Laboratory of Food Safety Risk Assessment, Ministry of Health and China National Center for Food Safety Risk Assessment, Beijing, China
| | - Yang Wang
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, College of Veterinary Medicine, China Agricultural University, Beijing, China
| | - Rong Zhang
- Department of Clinical Laboratory, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou City, Zhejiang Province, China
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Liao C, Wen Y, Chai Z, Li W, Cao Y, Wu J, Chen Y, Dong F, Xie S. Growth dynamics of Clostridium perfringens superdormant spores in cooked ground pork under synergic treatment of heat and hydrostatic pressure. Food Res Int 2025; 199:115375. [PMID: 39658145 DOI: 10.1016/j.foodres.2024.115375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2024] [Revised: 10/18/2024] [Accepted: 11/14/2024] [Indexed: 12/12/2024]
Abstract
'Germination-inactivation' strategy is recognized as an effective approach for the control of C. perfringens spores. However, the presence of superdormant (SD) spores limits the implementation of 'germination-inactivation' strategy. To enhance the effectiveness of 'germination-inactivation' strategy. We investigate the synergic effects of heat shock (HS) and hydrostatic pressure (HP) treatments-especially moderate-high hydrostatic pressure (mHP) and vigorous high hydrostatic pressure (vHP), followed by heat treatment (HT) to eliminate the germinated spores. The optimal treatment duration for both mHP and vHP was determined to be 20 min. which effectively germinated most of the original spores but leaving 3 log10 CFU/mL of superdormant spores after treatment. Flow cytometry and phase-contrast microscopy demonstrated spores' heterogeneity and classified spores into four subpopulations, allowing successful isolate of superdormant spores. Super-dormant spores (mHP-SD and vHP-SD) were then inoculated into cooked pork and stored at various temperatures (20, 25, 30, 36, and 45 °C), with the original dormant spores (D) serving as the control. Result shows that both super-dormant spores showed lower maximum specific growth rates (μmax), longer lag phases (λ), and extended assessment periods compared to the original dormant spores, regardless of storage temperature. Additionally, the modified Gompertz model (GOM) and the square root model were validated as effective primary and secondary predictive models for the growth kinetics of various C. perfringens spore types. This study shows the effectiveness of a synergic treatment of HS and HP in controlling C. perfringens and the growth dynamics of its SD spores, providing an innovative approach to controlling spore-forming pathogens.
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Affiliation(s)
- Caihu Liao
- Guangdong Provincial Key Laboratory of Utilization and Conservation of Food and Medicinal Resources in Northern Region/School of Food Science and Technology, Shaoguan University, Shaoguan 512005, China
| | - Yaoshen Wen
- Guangdong Provincial Key Laboratory of Utilization and Conservation of Food and Medicinal Resources in Northern Region/School of Food Science and Technology, Shaoguan University, Shaoguan 512005, China
| | - Ziyue Chai
- School of Food Science and Engineering, South China University of Technology, Guangzhou 510630, China
| | - Wenjing Li
- Chemistry Analysis Division, Guangdong Shaoguan Supervision & Inspection Institute for Quality & Metrology, Shaoguan 512005, China
| | - Yufang Cao
- Guangdong Provincial Key Laboratory of Utilization and Conservation of Food and Medicinal Resources in Northern Region/School of Food Science and Technology, Shaoguan University, Shaoguan 512005, China
| | - Junhao Wu
- Guangdong Provincial Key Laboratory of Utilization and Conservation of Food and Medicinal Resources in Northern Region/School of Food Science and Technology, Shaoguan University, Shaoguan 512005, China
| | - Yipei Chen
- Guangdong Provincial Key Laboratory of Utilization and Conservation of Food and Medicinal Resources in Northern Region/School of Food Science and Technology, Shaoguan University, Shaoguan 512005, China
| | - Fangyun Dong
- Guangdong Provincial Key Laboratory of Utilization and Conservation of Food and Medicinal Resources in Northern Region/School of Food Science and Technology, Shaoguan University, Shaoguan 512005, China
| | - Siyun Xie
- Guangdong Provincial Key Laboratory of Utilization and Conservation of Food and Medicinal Resources in Northern Region/School of Food Science and Technology, Shaoguan University, Shaoguan 512005, China.
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Glass KA, Austin CB, Bohn MA, Golden MC, Schill KM, Ricke SC, Shrestha S. Inhibition of Clostridium perfringens and Bacillus cereus by Dry Vinegar and Cultured Sugar Vinegar During Extended Cooling of Uncured Beef and Poultry Products. J Food Prot 2024; 87:100317. [PMID: 38878899 DOI: 10.1016/j.jfp.2024.100317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 06/07/2024] [Accepted: 06/10/2024] [Indexed: 06/25/2024]
Abstract
The 2021 FSIS Stabilization Guidelines for Meat and Poultry Products (Appendix B) Option 1.2 limits Phase 1 cooling from 48.8 to 26.7 °C in uncured meats to 1 h. However, this time restriction is impractical to achieve in large-diameter whole-muscle products. The objective of this study was to compare the inhibitory effect of commercial dry vinegars (DVs) and cultured sugar-vinegar blends (CSVs) on Clostridium perfringens and Bacillus cereus in uncured beef and poultry products during extended cooling. Treatments (beef: 72-73% moisture, pH 6.2-6.3, 0.85-0.95% NaCl; turkey: 76-77% moisture, pH 6.5-6.7, 1.3-1.6% NaCl) included Controls without antimicrobials, and four DV and four CSV, each tested at 0.75 and 1.25%. Batches were inoculated with 2.5-log C. perfringens or B. cereus spores, vacuum-packaged, and cooked to 73 °C. Packages were cooled from 48.8 to 27 °C (Phase 1) in 3, 4, or 5 h; Phase 2 (27-12.8 °C) and Phase 3 (12.8-4 °C) were standardized for 5-h cooling each. Pathogens were enumerated on selective agar in triplicate samples assayed at precook, postcook, and at the end of Phase 1, 2, and 3 cooling. Experiments were conducted twice. B. cereus did not grow (<0.5-log increase) in any treatment when Phase 1 cooling was extended to 5 h. C. perfringens grew rapidly (2.5 to >4.5 log) in Control treatments when Phase 1 cooling was extended to ≥3 h. All 1.25% DV ingredients limited C. perfringens growth to ≤1-log when Phase 1 cooling was extended to 3 h but supported a >1-log increase when Phase 1 cooling was extended to 5 h. All 1.25% CSV inhibited growth under 3-h Phase 1 cooling; 1.25% CSV-A and ≥0.75% CSV-D inhibited growth in turkey during 5-h Phase 1 cooling, but inhibition with 1.25% CSV-C was inconsistent in beef. This study revealed that formulating uncured meats with 1.25% DV or certain CSV can extend Phase 1 cooling to 3 h. Although all ingredients inhibited growth when used at 0.75% or greater compared to a control, greater variability of inhibition was observed among CSV than for DV.
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Affiliation(s)
- Kathleen A Glass
- Food Research Institute, University of Wisconsin-Madison, 1550 Linden Drive, WI 53705, USA.
| | - Cynthia B Austin
- Food Research Institute, University of Wisconsin-Madison, 1550 Linden Drive, WI 53705, USA; Meat Science and Animal Biologicals Discovery Program, Department of Animal and Dairy Sciences, University of Wisconsin-Madison, 1933 Observatory Drive, WI 53705, USA
| | - Melissa A Bohn
- Food Research Institute, University of Wisconsin-Madison, 1550 Linden Drive, WI 53705, USA
| | - Max C Golden
- Food Research Institute, University of Wisconsin-Madison, 1550 Linden Drive, WI 53705, USA
| | - Kristin M Schill
- Food Research Institute, University of Wisconsin-Madison, 1550 Linden Drive, WI 53705, USA
| | - Steven C Ricke
- Meat Science and Animal Biologicals Discovery Program, Department of Animal and Dairy Sciences, University of Wisconsin-Madison, 1933 Observatory Drive, WI 53705, USA
| | - Subash Shrestha
- Cargill Inc., Food Safety Research and Scientific Services, 300 W 1st St N, Wichita, KS 67202, USA
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Nag R, Russell L, Nolan S, Auer A, Markey BK, Whyte P, O'Flaherty V, Bolton D, Fenton O, Richards KG, Cummins E. Quantitative microbial risk assessment associated with ready-to-eat salads following the application of farmyard manure and slurry or anaerobic digestate to arable lands. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 806:151227. [PMID: 34715220 DOI: 10.1016/j.scitotenv.2021.151227] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Revised: 10/20/2021] [Accepted: 10/22/2021] [Indexed: 06/13/2023]
Abstract
Farmyard manure and slurry (FYM&S) and anaerobic digestate are potentially valuable soil conditioners providing important nutrients for plant development and growth. However, these organic fertilisers may pose a microbial health risk to humans. A quantitative microbial risk assessment (QMRA) model was developed to investigate the potential human exposure to pathogens following the application of FYM&S and digestate to agricultural land. The farm-to-fork probabilistic model investigated the fate of microbial indicators (total coliforms and enterococci) and foodborne pathogens in the soil with potential contamination of ready-to-eat salads (RTEs) at the point of human consumption. The processes examined included pathogen inactivation during mesophilic anaerobic digestion (M-AD), post-AD pasteurisation, storage, dilution while spreading, decay in soil, post-harvest washing processes, and finally, the potential growth of the pathogen during refrigeration/storage at the retail level in the Irish context. The QMRA highlighted a very low annual probability of risk (Pannual) due to Clostridium perfringens, norovirus, and Salmonella Newport across all scenarios. Mycobacterium avium may result in a very high mean Pannual for the application of raw FYM&S, while Cryptosporidium parvum and pathogenic E. coli showed high Pannual, and Listeria monocytogenes displayed moderate Pannual for raw FYM&S application. The use of AD reduces this risk; however, pasteurisation reduces the Pannual to an even greater extent posing a very low risk. An overall sensitivity analysis revealed that mesophilic-AD's inactivation effect is the most sensitive parameter of the QMRA, followed by storage and the decay on the field (all negatively correlated to risk estimate). The information generated from this model can help to inform guidelines for policymakers on the maximum permissible indicator or pathogen contamination levels in the digestate. The QMRA can also provide the AD industry with a safety assessment of pathogenic organisms resulting from the digestion of FYM&S.
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Affiliation(s)
- Rajat Nag
- University College Dublin, School of Biosystems and Food Engineering, Belfield, Dublin 4, Ireland.
| | - Lauren Russell
- Teagasc, Ashtown Food Research Centre, Ashtown, Dublin 15, Ireland; University College Dublin, School of Veterinary Medicine, Belfield, Dublin 4, Ireland.
| | - Stephen Nolan
- National University of Ireland Galway, School of Natural Sciences and Ryan Institute, Galway, Ireland.
| | - Agathe Auer
- University College Dublin, School of Veterinary Medicine, Belfield, Dublin 4, Ireland.
| | - Bryan K Markey
- University College Dublin, School of Veterinary Medicine, Belfield, Dublin 4, Ireland.
| | - Paul Whyte
- University College Dublin, School of Veterinary Medicine, Belfield, Dublin 4, Ireland.
| | - Vincent O'Flaherty
- National University of Ireland Galway, School of Natural Sciences and Ryan Institute, Galway, Ireland.
| | - Declan Bolton
- Teagasc, Ashtown Food Research Centre, Ashtown, Dublin 15, Ireland.
| | - Owen Fenton
- Teagasc, Environment Research Centre, Johnstown Castle, County Wexford, Ireland.
| | - Karl G Richards
- Teagasc, Environment Research Centre, Johnstown Castle, County Wexford, Ireland.
| | - Enda Cummins
- University College Dublin, School of Biosystems and Food Engineering, Belfield, Dublin 4, Ireland.
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5
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Choi YH, Park JH, Kang MS, Yoon Y, Ha SD, Kim HJ. Predictive modeling and probabilistic risk assessment of Clostridium perfringens in hamburgers and sandwiches. Food Sci Biotechnol 2021; 30:1733-1742. [PMID: 34925947 DOI: 10.1007/s10068-021-01000-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 10/14/2021] [Accepted: 10/17/2021] [Indexed: 11/28/2022] Open
Abstract
This study aimed to develop a mathematical model for the survival of Clostridium perfringens in hamburgers and sandwiches and to evaluate their microbial risk. The primary model was developed in hamburgers using 4 strains of C. perfringens at 5, 10, 15, 25 and 37 °C, and the kinetic parameters of the primary model were fitted well with the Weibull model (R 2 ≥ 0.95). The secondary model was developed and validated in hamburgers and sandwiches using the Davey model, which was evaluated by B f , A f , and RMSE values within the acceptable range. A probabilistic risk model was developed and simulated using @Risk program to estimate the probability of infection (P inf ) of C. perfringens based on the data on prevalence (n = 100), time, temperature, and consumption of hamburgers and sandwiches (150.00 ± 20.96 g). Based on the simulation model, the mean C. perfringens exposure dose was 0.00976 CFU/g, and the estimated mean P inf was 1.78 × 10-13, which was very low in comparison with the current available data. The proposed model and the result can thus be useful to establish risk management options and microbial criteria for C. perfringens contamination in hamburgers and sandwiches. Supplementary Information The online version contains supplementary material available at 10.1007/s10068-021-01000-z.
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Affiliation(s)
- Yun Hui Choi
- Research Group of Consumer Safety, Korea Food Research Institute, Wanju, 55365 Republic of Korea
| | - Jin Hwa Park
- Research Group of Consumer Safety, Korea Food Research Institute, Wanju, 55365 Republic of Korea
| | - Mi Seon Kang
- Research Group of Consumer Safety, Korea Food Research Institute, Wanju, 55365 Republic of Korea.,Department of Food Biotechnology, University of Science and Technology, Daejeon, 34113 Republic of Korea
| | - Yohan Yoon
- Department of Food and Nutrition, Sookmyung Women's University, Seoul, 04310 Republic of Korea
| | - Sang-do Ha
- Department of Food Science and Technology, Chung-Ang University, Anseong, 456-756 Republic of Korea
| | - Hyun Jung Kim
- Research Group of Consumer Safety, Korea Food Research Institute, Wanju, 55365 Republic of Korea.,Department of Food Biotechnology, University of Science and Technology, Daejeon, 34113 Republic of Korea
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6
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Juneja VK, Osoria M, Purohit AS, Golden CE, Mishra A, Taneja NK, Salazar JK, Thippareddi H, Kumar GD. Predictive model for growth of Clostridium perfringens during cooling of cooked pork supplemented with sodium chloride and sodium pyrophosphate. Meat Sci 2021; 180:108557. [PMID: 34052695 DOI: 10.1016/j.meatsci.2021.108557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 05/10/2021] [Accepted: 05/11/2021] [Indexed: 11/16/2022]
Abstract
A dynamic model was developed to predict growth of Clostridium perfringens in cooked ground pork supplemented with salt (0-3% wt/wt) and sodium pyrophosphate (0-0.3% wt/wt) under varying temperatures. C. perfringens (NCTC 8238, NCTC 8239, and NCTC 10240) spores were heat shocked, cooled, and inoculated into ground pork. Isothermal bacterial growth was quantified with variable salt and phosphate concentrations at temperatures ranging from 15 to 51 °C. The primary Baranyi model was fitted to all C. perfringens growth profiles and gave a satisfactory fit (R2 ≥ 0.85). A quadratic polynomial secondary model was developed (P < 0.0001) to predict the maximum specific growth rate as a function of temperature, salt, and phosphate concentrations (R2 = 0.93). A dynamic model was developed and validated using growth data retrieved from 7 published studies. Thirty three out of 44 predictions were within the acceptable prediction zone (-0.5 ≤ prediction error ≤ 1.0). The developed predictive model can be used to minimize the risk of C. perfringens in pork products supplemented with additives during cooling.
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Affiliation(s)
- Vijay K Juneja
- U.S. Department of Agriculture, Agricultural Research Service, Eastern Regional Research Center, 600 East Mermaid Lane, Wyndmoor, PA 19038, United States of America.
| | - Marangeli Osoria
- U.S. Department of Agriculture, Agricultural Research Service, Eastern Regional Research Center, 600 East Mermaid Lane, Wyndmoor, PA 19038, United States of America
| | | | - Chase E Golden
- Department of Food Science & Technology, University of Georgia, Athens, GA 30602, United States of America
| | - Abhinav Mishra
- Department of Food Science & Technology, University of Georgia, Athens, GA 30602, United States of America
| | - Neetu K Taneja
- Department of Basic and Applied Science, National Institute of Food Technology Entrepreneurship and Management (NIFTEM), Kundli, India
| | - Joelle K Salazar
- U.S. Food and Drug Administration, Division of Food Processing Science and Technology, Bedford Park, IL 60501, United States of America
| | | | - Govindaraj Dev Kumar
- Department of Food Science & Technology, University of Georgia, Athens, GA 30602, United States of America
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7
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Seo Y, Lee Y, Kim S, Ha J, Choi Y, Oh H, Kim Y, Rhee MS, Yoon Y. Contamination of Clostridium perfringens in soy sauce, and quantitative microbial risk assessment for C. perfringens through soy sauce consumption. Food Sci Nutr 2021; 9:2139-2146. [PMID: 33841830 PMCID: PMC8020920 DOI: 10.1002/fsn3.2182] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Revised: 01/17/2021] [Accepted: 02/01/2021] [Indexed: 11/29/2022] Open
Abstract
The objective of this study was to conduct QMRA (quantitative microbial risk assessment) of Clostridium perfringens through soy sauce consumption. Four hundred and ninety soy sauce samples from markets were analyzed to detect C. perfringens. Temperature and time were also measured during transportation and display of soy sauce. A primary model was developed by fitting the Weibull model to the C. perfringens cell counts in soy sauce at 7-35°C, and δ (the time needed to decrease 1 log CFU/ml) and ρ (curve shape) were calculated. The parameters were analyzed, using the Exponential model (secondary model) as a function of temperature. The consumption amount and percentage of soy sauce were surveyed, and a dose-response model was searched. Using all collected data, a simulation model was prepared in the @RISK program to estimate the probability of C. perfringens foodborne illness by soy sauce consumption. C. perfringens were negative in 490 samples. Thus, the initial contamination level was estimated to be -2.9 log CFU/ml. The developed predictive models showed that C. perfringens cell counts decreased during transportation and display. The average consumption amounts, and the percentage of soy sauce were 7.81 ml and 81.2%, respectively. The simulation showed that the probability of C. perfringens foodborne illness by consumption of soy sauce was 1.7 × 10-16 per person per day. Therefore, the risk of C. perfringens by consumption of soy sauce is low in Korea.
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Affiliation(s)
- Yeongeun Seo
- Department of Food and NutritionSookmyung Women's UniversitySeoulKorea
| | - Yewon Lee
- Department of Food and NutritionSookmyung Women's UniversitySeoulKorea
| | - Sejeong Kim
- Risk Analysis Research CenterSookmyung Women's UniversitySeoulKorea
| | - Jimyeong Ha
- Risk Analysis Research CenterSookmyung Women's UniversitySeoulKorea
| | - Yukyung Choi
- Risk Analysis Research CenterSookmyung Women's UniversitySeoulKorea
| | - Hyemin Oh
- Risk Analysis Research CenterSookmyung Women's UniversitySeoulKorea
| | - Yujin Kim
- Department of Food and NutritionSookmyung Women's UniversitySeoulKorea
| | - Min Suk Rhee
- Department of BiotechnologyCollege of Life Sciences and BiotechnologyKorea UniversitySeoulKorea
| | - Yohan Yoon
- Department of Food and NutritionSookmyung Women's UniversitySeoulKorea
- Risk Analysis Research CenterSookmyung Women's UniversitySeoulKorea
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Effect of vacuum cooling followed by ozone repressurization on Clostridium perfringens germination and outgrowth in cooked pork meat under temperature-abuse conditions. INNOV FOOD SCI EMERG 2021. [DOI: 10.1016/j.ifset.2020.102599] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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9
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de Matos Nascimento A, de Paula VR, Dias EHO, da Costa Carneiro J, Otenio MH. Quantitative microbial risk assessment of occupational and public risks associated with bioaerosols generated during the application of dairy cattle wastewater as biofertilizer. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 745:140711. [PMID: 32763641 DOI: 10.1016/j.scitotenv.2020.140711] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 07/01/2020] [Accepted: 07/01/2020] [Indexed: 06/11/2023]
Abstract
The reuse or recycling of wastewater provides environmental and economic benefits, representing a sustainable and circular alternative for the management of liquid waste. However, the application of effluents to agricultural crops via spraying creates a potentially dangerous situation for individuals exposed to airborne pathogens. This study used Quantitative Microbial Risk Assessment (QMRA) tools to quantitatively assess the microbial risks of occupational and public exposures to bioaerosols in fertigation scenarios by spraying untreated and treated dairy cattle wastewater. Analyses of Escherichia coli (EC) and spores of Clostridium perfringens (CpSP) in raw and treated effluents as well as pathogen / indicator ratios from the literature were used to estimate the concentrations of Escherichia coli O157:H7 (EC O157:H7) and Cryptospodirium spp. (Crypto) in the air, and the results were applied to an atmospheric microbiological dispersion model. From the concentrations of pathogens in the air, infectious risks for downwind receptors were calculated. The risks of infection by EC O157:H7 to workers at 10 m and 50 m away from the emission source ranged between 3.81 × 10 1 and 2.68 × 10 3 pppy (per person per year), whereas to residents at 100 m and 500 m ranged from 4.59 × 10 1 to 1.51 × 10 4 pppy. Peak values (95th percentile) of occupational and public risks associated with the exposure to Crypto were 3.41 × 10 3 and 6.84 × 10 4 pppy at 10 m and 50 m from the source, respectively, and were lower than 1.48 × 10 6 pppy regarding exposures to CpSP. Anaerobic digestion reduced risks by approximately one order of magnitude. The distance from the source was inversely proportional to the risk of exposure. It is recommended that wastewater is treated prior to its reuse and the adoption of application methods with low aerosolization potential. In addition, the need for workers to use personal protective equipment (PPE) is highlighted.
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Affiliation(s)
- Andressa de Matos Nascimento
- Post-Graduation Programme in Animal Biology Behaviour and Ecology (PGECOL), Institute of Biological Sciences, Federal University of Juiz de Fora, Rua José Lourenço Kelmer, s/n, Sao Pedro, Juiz de fora CEP 36.036-900, Brazil.
| | - Vanessa Romário de Paula
- Embrapa Dairy Cattle (Brazilian Agricultural Research Corporation - Embrapa), Rua Eugênio do Nascimento, 610, Dom Bosco, Juiz de Fora CEP 36.038-330, Brazil.
| | - Edgard Henrique Oliveira Dias
- Department of Sanitary and Environmental Engineering (ESA), Faculty of Engineering, Federal University of Juiz de Fora, Rua José Lourenço Kelmer, s/n, Sao Pedro, Juiz de fora CEP 36.036-900, Brazil.
| | - Jailton da Costa Carneiro
- Embrapa Dairy Cattle (Brazilian Agricultural Research Corporation - Embrapa), Rua Eugênio do Nascimento, 610, Dom Bosco, Juiz de Fora CEP 36.038-330, Brazil.
| | - Marcelo Henrique Otenio
- Embrapa Dairy Cattle (Brazilian Agricultural Research Corporation - Embrapa), Rua Eugênio do Nascimento, 610, Dom Bosco, Juiz de Fora CEP 36.038-330, Brazil.
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10
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Khalid T, Hdaifeh A, Federighi M, Cummins E, Boué G, Guillou S, Tesson V. Review of Quantitative Microbial Risk Assessment in Poultry Meat: The Central Position of Consumer Behavior. Foods 2020; 9:E1661. [PMID: 33202859 PMCID: PMC7697500 DOI: 10.3390/foods9111661] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Revised: 11/04/2020] [Accepted: 11/12/2020] [Indexed: 12/22/2022] Open
Abstract
Food of animal origin, especially meat products, represent the main vehicle of foodborne pathogens and so are implicated in foodborne outbreaks. Poultry meat is a widely consumed food in various forms, but it is also a reservoir of thermotolerant Campylobacter and Salmonella bacterial species. To assess human health risks associated with pathogenic bacteria in poultry meat, the use of quantitative microbial risk assessment (QMRA) has increased over the years as it is recognized to address complex food safety issues and is recommended by health authorities. The present project reviewed poultry meat QMRA, identified key steps of the farm-to-fork chain with significant impacts on food safety, highlighted current knowledge gaps, and provided risk mitigation advices. A PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses)-based systematic analysis was carried out and enabled the collection of 4056 studies including 42 QMRA kept for analysis after screening. The latter emphasized Campylobacter spp. and Salmonella spp. contaminations during the consumer stage as the main concern. The role of consumer handling on cross-contamination and undercooking events were of major concern. Thus, proper hygiene and safety practices by consumers have been suggested as the main intervention and would need to be followed with regular surveys to assess behavior changes and reduce knowledge gaps.
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Affiliation(s)
- Tahreem Khalid
- SECALIM, INRAE, Oniris, 44307 Nantes, France; (T.K.); (A.H.); (M.F.); (G.B.); (V.T.)
| | - Ammar Hdaifeh
- SECALIM, INRAE, Oniris, 44307 Nantes, France; (T.K.); (A.H.); (M.F.); (G.B.); (V.T.)
| | - Michel Federighi
- SECALIM, INRAE, Oniris, 44307 Nantes, France; (T.K.); (A.H.); (M.F.); (G.B.); (V.T.)
| | - Enda Cummins
- Biosystems and Food Engineering, University College Dublin, Belfield, Dublin 4, Ireland;
| | - Géraldine Boué
- SECALIM, INRAE, Oniris, 44307 Nantes, France; (T.K.); (A.H.); (M.F.); (G.B.); (V.T.)
| | - Sandrine Guillou
- SECALIM, INRAE, Oniris, 44307 Nantes, France; (T.K.); (A.H.); (M.F.); (G.B.); (V.T.)
| | - Vincent Tesson
- SECALIM, INRAE, Oniris, 44307 Nantes, France; (T.K.); (A.H.); (M.F.); (G.B.); (V.T.)
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11
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Choi Y, Kang J, Lee Y, Seo Y, Lee H, Kim S, Lee J, Ha J, Oh H, Kim Y, Byun KH, Ha SD, Yoon Y. Quantitative microbial risk assessment for Clostridium perfringens foodborne illness following consumption of kimchi in South Korea. Food Sci Biotechnol 2020; 29:1131-1139. [PMID: 32670667 DOI: 10.1007/s10068-020-00754-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Revised: 02/11/2020] [Accepted: 03/19/2020] [Indexed: 11/25/2022] Open
Abstract
The purpose of this study was to conduct a risk assessment for Clostridium perfringens foodborne illness via kimchi consumption in South Korea. Prevalence of C. perfringens in kimchi, kimchi consumption amount and frequency, and distribution conditions (time and temperature) from manufacture to the home were determined. C. perfringens initial contamination level was estimated using Beta distribution [Beta (6, 79)]. Potential C. perfringens cell counts during distribution were predicted using the Weibull model (primary models, R 2 = 0.923-0.953) and a polynomial model [(δ = 1/(0.2385 + (- 0.0307 × Temp) + (0.0011 × Temp2)), R 2 = 0.719]. Average daily consumption data was assessed using Gamma distribution [1.0444, 91.767, RiskShift (0.16895), RiskTruncate (0, 1078)]. The mean risk of C. perfringens-associated foodborne illness following kimchi consumption was found to be 1.21 × 10-17. These results suggest that the risk of C. perfringens foodborne illness from kimchi consumption, under current conditions, can be considered to be very low in S. Korea.
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Affiliation(s)
- Yukyung Choi
- Department of Food and Nutrition, Sookmyung Women's University, Seoul, 04310 Korea
| | - Joohyun Kang
- Department of Food and Nutrition, Sookmyung Women's University, Seoul, 04310 Korea
| | - Yewon Lee
- Department of Food and Nutrition, Sookmyung Women's University, Seoul, 04310 Korea
| | - Yeongeun Seo
- Department of Food and Nutrition, Sookmyung Women's University, Seoul, 04310 Korea
| | - Heeyoung Lee
- Risk Analysis Research Center, Sookmyung Women's University, Seoul, 04310 Korea
| | - Sejeong Kim
- Risk Analysis Research Center, Sookmyung Women's University, Seoul, 04310 Korea
| | - Jeeyeon Lee
- Risk Analysis Research Center, Sookmyung Women's University, Seoul, 04310 Korea
| | - Jimyeong Ha
- Risk Analysis Research Center, Sookmyung Women's University, Seoul, 04310 Korea
| | - Hyemin Oh
- Department of Food and Nutrition, Sookmyung Women's University, Seoul, 04310 Korea
| | - Yujin Kim
- Department of Food and Nutrition, Sookmyung Women's University, Seoul, 04310 Korea
| | - Kye-Hwan Byun
- Department of Food Science and Technology, Chung-Ang University, Anseong, 17546 Korea
| | - Sang-Do Ha
- Department of Food Science and Technology, Chung-Ang University, Anseong, 17546 Korea
| | - Yohan Yoon
- Department of Food and Nutrition, Sookmyung Women's University, Seoul, 04310 Korea
- Risk Analysis Research Center, Sookmyung Women's University, Seoul, 04310 Korea
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12
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Jia Z, Liu Y, Hwang CA, Huang L. Effect of combination of Oxyrase and sodium thioglycolate on growth of Clostridium perfringens from spores under aerobic incubation. Food Microbiol 2020; 89:103413. [PMID: 32138984 DOI: 10.1016/j.fm.2020.103413] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2019] [Revised: 12/20/2019] [Accepted: 01/02/2020] [Indexed: 10/25/2022]
Abstract
Clostridium perfringens is a strictly anaerobic pathogen that requires absence of oxygen for its growth in laboratory experiments, which is usually attained by using an anaerobic chamber or anaerobic jars. However, it has been demonstrated that C. perfringens may survive for short periods of times due to its adaptive response to O2. Therefore, the objective of this study was to explore the application of Oxyrase (OX) and sodium thioglycolate (ST) as oxygen scavengers, used alone or in combination, for observation of the growth of C. perfringens under aerobic incubation. The growth of C. perfringens from spores in Schaedler Anaerobe Agar containing different levels and combinations of OX and ST was observed at temperatures between 20 and 50 °C. The kinetic parameters, including lag time, specific growth rate, and maximum cell concentrations in the stationary phase, were determined. The results indicated that ST at concentrations of 0.025 and 0.05% (w/w), although allowing eventual growth of C. perfringens, prolonged its lag times, while OX at 1.5% only allowed growth at a lower growth rate in comparison to anaerobic incubation. OX at 3% enhanced the growth of C. perfringens at temperatures between 30 and 50 °C, while higher levels of OX were needed in the medium to support the growth of C. perfringens during storage at 25 °C (>6% OX) and 20 °C (>9% OX), due to the effect of temperature on enzyme activity. No significant difference was found in the kinetic parameters of C. perfringens incubated aerobically with OX and the control (without OX or ST) in an anaerobic chamber. Therefore, OX at appropriate concentrations may allow the observation of the growth of C. perfringens under aerobic incubation conditions without the need of an anaerobic device.
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Affiliation(s)
- Zhen Jia
- School of Food Science, Fujian Agriculture and Forestry University, Fuzhou, Fujian Province, 350001, China
| | - Yanhong Liu
- Eastern Regional Research Center, USDA Agricultural Research Service, Wyndmoor, PA, 19038, USA
| | - Chang-An Hwang
- Eastern Regional Research Center, USDA Agricultural Research Service, Wyndmoor, PA, 19038, USA
| | - Lihan Huang
- Eastern Regional Research Center, USDA Agricultural Research Service, Wyndmoor, PA, 19038, USA.
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13
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Zhang T, Zhang W, Ai D, Zhang R, Lu Q, Luo Q, Shao H. Prevalence and characterization of Clostridium perfringens in broiler chickens and retail chicken meat in central China. Anaerobe 2018; 54:100-103. [DOI: 10.1016/j.anaerobe.2018.08.007] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2018] [Revised: 08/03/2018] [Accepted: 08/17/2018] [Indexed: 11/28/2022]
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14
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De Mandal S, Singh SS, Muthukumaran RB, Thanzami K, Kumar V, Kumar NS. Metagenomic analysis and the functional profiles of traditional fermented pork fat 'sa-um' of Northeast India. AMB Express 2018; 8:163. [PMID: 30298308 PMCID: PMC6175732 DOI: 10.1186/s13568-018-0695-z] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2018] [Accepted: 10/03/2018] [Indexed: 02/01/2023] Open
Abstract
Fermented pork fat (sa-um) is traditionally and extensively consumed in Northeast Indian region for several decades. However, no scientific reports are available regarding its nutritional value as well as its potential health risks. The objective of this work was essentially the characterization of sa-um using a polyphasic approach, viz., physicochemical, electrospray ionization-mass spectrometry (ESI+-MS) and metagenomic analysis in order to gain an understanding of the nutrient contents and microbial population diversity. On a dry weight basis, about 91% fat, 2% carbohydrate and 0.70% protein were present. ESI+-MS analysis of sa-um revealed the presence of various polar and neutral lipids corresponding to monoacylglyceride, diacylglyceride and triacylglyceride species. The dominant bacterial phyla were Firmicutes, Proteobacteria and Bacteroidetes. A total of 72 bacterial genera were identified, largely abundant with Clostridium species including C. butyricum, C. citroniae, C. methylpentosum, C. perfringens, C. saccharogumia and C. tetani. The imputed functional profiles of bacterial communities were predominantly involved in energy, carbohydrate and amino acid metabolisms. Furthermore, this study deduces the presence of pro-inflammatory molecules as well as antibiotic resistance genes associated with the bacterial families such as Bacillaceae, Bacteroidaceae, Clostridiaceae, Corynebacteriaceae and Enterobacteriaceae which might be a major health concern for the sa-um consuming population.
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Affiliation(s)
- Surajit De Mandal
- Department of Biotechnology, Mizoram University, Aizawl, Mizoram 796004 India
| | | | | | - Kawl Thanzami
- Dept of Pharmacy, Regional Institute of Paramedical and Nursing Sciences, Aizawl, Mizoram 796017 India
| | - Vinod Kumar
- Biotech Consortium India Ltd, Anuvrat Bhawan, Deen Dayal Upadhyaya Marg, New Delhi, 110002 India
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15
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Coorey R, Ng DSH, Jayamanne VS, Buys EM, Munyard S, Mousley CJ, Njage PMK, Dykes GA. The Impact of Cooling Rate on the Safety of Food Products as Affected by Food Containers. Compr Rev Food Sci Food Saf 2018; 17:827-840. [DOI: 10.1111/1541-4337.12357] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2017] [Revised: 03/27/2018] [Accepted: 03/28/2018] [Indexed: 12/29/2022]
Affiliation(s)
- Ranil Coorey
- School of Public Health, Faculty of Health Sciences; Curtin Univ.; Bentley Western Australia 6102 Australia
| | - Denise Sze Hu Ng
- School of Public Health, Faculty of Health Sciences; Curtin Univ.; Bentley Western Australia 6102 Australia
| | - Vijith S. Jayamanne
- Dept. of Food Science and Technology, Faculty of Agriculture; Univ. of Ruhuna; Kamburupitiya 81100 Sri Lanka
| | - Elna M. Buys
- Dept. of Food Science; Univ. of Pretoria; Private Bag x 20 Hatfield Pretoria 0028 South Africa
| | - Steve Munyard
- School of Public Health, Faculty of Health Sciences; Curtin Univ.; Bentley Western Australia 6102 Australia
| | - Carl J. Mousley
- School of Biomedical Sciences, Faculty of Health Sciences and CHIRI Biosciences Research Precinct; Curtin Univ.; Bentley Western Australia 6102 Australia
| | - Patrick M. K. Njage
- Div. for Epidemiology and Microbial Genomics, Natl. Food Inst.; Technical Univ. of Denmark; PO Box, 2800 Kongens Lyngby Denmark
| | - Gary A. Dykes
- School of Public Health, Faculty of Health Sciences; Curtin Univ.; Bentley Western Australia 6102 Australia
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Di Gioia D, Mazzola G, Nikodinoska I, Aloisio I, Langerholc T, Rossi M, Raimondi S, Melero B, Rovira J. Lactic acid bacteria as protective cultures in fermented pork meat to prevent Clostridium spp. growth. Int J Food Microbiol 2016; 235:53-9. [PMID: 27400453 DOI: 10.1016/j.ijfoodmicro.2016.06.019] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2016] [Revised: 05/13/2016] [Accepted: 06/18/2016] [Indexed: 12/28/2022]
Abstract
In meat fermented foods, Clostridium spp. growth is kept under control by the addition of nitrite. The growing request of consumers for safer products has led to consider alternative bio-based approaches, the use of protective cultures being one of them. This work is aimed at checking the possibility of using two Lactobacillus spp. strains as protective cultures against Clostridium spp. in pork ground meat for fermented salami preparation. Both Lactobacillus strains displayed anti-clostridia activity in vitro using the spot agar test and after co-culturing them in liquid medium with each Clostridium strain. Only one of them, however, namely L. plantarum PCS20, was capable of effectively surviving in ground meat and of performing anti-microbial activity in carnis in a challenge test where meat was inoculated with the Clostridium strain. Therefore, this work pointed out that protective cultures can be a feasible approach for nitrite reduction in fermented meat products.
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Affiliation(s)
- Diana Di Gioia
- Department of Agricultural Science, University of Bologna, viale Fanin 42, 40136 Bologna, Italy.
| | - Giuseppe Mazzola
- Department of Agricultural Science, University of Bologna, viale Fanin 42, 40136 Bologna, Italy
| | - Ivana Nikodinoska
- Department of Agricultural Science, University of Bologna, viale Fanin 42, 40136 Bologna, Italy; Department of Biotechnology and Food Science, University of Burgos, Plaza Misael Bañuelos s/n, 09001 Burgos, Spain
| | - Irene Aloisio
- Department of Agricultural Science, University of Bologna, viale Fanin 42, 40136 Bologna, Italy
| | - Tomaz Langerholc
- Department of Microbiology, Biochemistry, Molecular Biology and Biotechnology, University of Maribor, Pivola 10, 2311 Hoce, Slovenia
| | - Maddalena Rossi
- Department of Life Science, University of Modena and Reggio Emilia, Via Campi 183, 41125 Modena, Italy
| | - Stefano Raimondi
- Department of Life Science, University of Modena and Reggio Emilia, Via Campi 183, 41125 Modena, Italy
| | - Beatriz Melero
- Department of Biotechnology and Food Science, University of Burgos, Plaza Misael Bañuelos s/n, 09001 Burgos, Spain
| | - Jordi Rovira
- Department of Biotechnology and Food Science, University of Burgos, Plaza Misael Bañuelos s/n, 09001 Burgos, Spain
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17
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Lee H, Lee S, Kim S, Lee J, Ha J, Yoon Y. Quantitative Microbial Risk Assessment for Clostridium perfringens in Natural and Processed Cheeses. ASIAN-AUSTRALASIAN JOURNAL OF ANIMAL SCIENCES 2016; 29:1188-96. [PMID: 26954204 PMCID: PMC4932574 DOI: 10.5713/ajas.15.1007] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/09/2015] [Revised: 02/02/2016] [Accepted: 02/10/2016] [Indexed: 11/27/2022]
Abstract
This study evaluated the risk of Clostridium perfringens (C. perfringens) foodborne illness from natural and processed cheeses. Microbial risk assessment in this study was conducted according to four steps: hazard identification, hazard characterization, exposure assessment, and risk characterization. The hazard identification of C. perfringens on cheese was identified through literature, and dose response models were utilized for hazard characterization of the pathogen. For exposure assessment, the prevalence of C. perfringens, storage temperatures, storage time, and annual amounts of cheese consumption were surveyed. Eventually, a simulation model was developed using the collected data and the simulation result was used to estimate the probability of C. perfringens foodborne illness by cheese consumption with @RISK. C. perfringens was determined to be low risk on cheese based on hazard identification, and the exponential model (r = 1.82×10−11) was deemed appropriate for hazard characterization. Annual amounts of natural and processed cheese consumption were 12.40±19.43 g and 19.46±14.39 g, respectively. Since the contamination levels of C. perfringens on natural (0.30 Log CFU/g) and processed cheeses (0.45 Log CFU/g) were below the detection limit, the initial contamination levels of natural and processed cheeses were estimated by beta distribution (α1 = 1, α2 = 91; α1 = 1, α2 = 309)×uniform distribution (a = 0, b = 2; a = 0, b = 2.8) to be −2.35 and −2.73 Log CFU/g, respectively. Moreover, no growth of C. perfringens was observed for exposure assessment to simulated conditions of distribution and storage. These data were used for risk characterization by a simulation model, and the mean values of the probability of C. perfringens foodborne illness by cheese consumption per person per day for natural and processed cheeses were 9.57×10−14 and 3.58×10−14, respectively. These results indicate that probability of C. perfringens foodborne illness by consumption cheese is low, and it can be used to establish microbial criteria for C. perfringens on natural and processed cheeses.
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Affiliation(s)
- Heeyoung Lee
- Department of Food and Nutrition, Sookmyung Women's University, Seoul 04310, Korea
| | - Soomin Lee
- Department of Food and Nutrition, Sookmyung Women's University, Seoul 04310, Korea
| | - Sejeong Kim
- Department of Food and Nutrition, Sookmyung Women's University, Seoul 04310, Korea
| | - Jeeyeon Lee
- Department of Food and Nutrition, Sookmyung Women's University, Seoul 04310, Korea
| | - Jimyeong Ha
- Department of Food and Nutrition, Sookmyung Women's University, Seoul 04310, Korea
| | - Yohan Yoon
- Department of Food and Nutrition, Sookmyung Women's University, Seoul 04310, Korea
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18
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Evelyn, Silva FV. High pressure thermal processing for the inactivation of Clostridium perfringens spores in beef slurry. INNOV FOOD SCI EMERG 2016. [DOI: 10.1016/j.ifset.2015.12.021] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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19
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Lim SC, Foster NF, Riley TV. Susceptibility of Clostridium difficile to the food preservatives sodium nitrite, sodium nitrate and sodium metabisulphite. Anaerobe 2015; 37:67-71. [PMID: 26700884 DOI: 10.1016/j.anaerobe.2015.12.004] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2015] [Revised: 11/30/2015] [Accepted: 12/12/2015] [Indexed: 11/30/2022]
Abstract
Clostridium difficile is an important enteric pathogen of humans and food animals. Recently it has been isolated from retail foods with prevalences up to 42%, prompting concern that contaminated foods may be one of the reasons for increased community-acquired C. difficile infection (CA-CDI). A number of studies have examined the prevalence of C. difficile in raw meats and fresh vegetables; however, fewer studies have examined the prevalence of C. difficile in ready-to-eat meat. The aim of this study was to investigate the in vitro susceptibility of 11 C. difficile isolates of food animal and retail food origins to food preservatives commonly used in ready-to-eat meats. The broth microdilution method was used to determine the minimum inhibitory concentrations (MIC) and minimum bactericidal concentrations (MBC) for sodium nitrite, sodium nitrate and sodium metabisulphite against C. difficile. Checkerboard assays were used to investigate the combined effect of sodium nitrite and sodium nitrate, commonly used in combination in meats. Modal MIC values for sodium nitrite, sodium nitrate and sodium metabisulphite were 250 μg/ml, >4000 μg/ml and 1000 μg/ml, respectively. No bactericidal activity was observed for all three food preservatives. The checkerboard assays showed indifferent interaction between sodium nitrite and sodium nitrate. This study demonstrated that C. difficile can survive in the presence of food preservatives at concentrations higher than the current maximum permitted levels allowed in ready-to-eat meats. The possibility of retail ready-to-eat meats contaminated with C. difficile acting as a source of CDI needs to be investigated.
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Affiliation(s)
- Su-Chen Lim
- Microbiology & Immunology, School of Pathology and Laboratory Medicine, The University of Western Australia, Queen Elizabeth II Medical Centre, Nedlands 6009, Western Australia, Australia
| | - Niki F Foster
- Microbiology & Immunology, School of Pathology and Laboratory Medicine, The University of Western Australia, Queen Elizabeth II Medical Centre, Nedlands 6009, Western Australia, Australia; Department of Microbiology, PathWest Laboratory Medicine, Queen Elizabeth II Medical Centre, Nedlands 6009, Western Australia, Australia
| | - Thomas V Riley
- Microbiology & Immunology, School of Pathology and Laboratory Medicine, The University of Western Australia, Queen Elizabeth II Medical Centre, Nedlands 6009, Western Australia, Australia; Department of Microbiology, PathWest Laboratory Medicine, Queen Elizabeth II Medical Centre, Nedlands 6009, Western Australia, Australia.
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20
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Evelyn, Silva FV. Use of power ultrasound to enhance the thermal inactivation of Clostridium perfringens spores in beef slurry. Int J Food Microbiol 2015; 206:17-23. [DOI: 10.1016/j.ijfoodmicro.2015.04.013] [Citation(s) in RCA: 64] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2014] [Revised: 04/01/2015] [Accepted: 04/05/2015] [Indexed: 11/29/2022]
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21
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Park HJ, Na YJ, Cho JI, Lee SH, Yoon KS. Effects of Temperature and Packaging on the Growth Kinetics of Clostridium perfringens in Ready-to-eat Jokbal (Pig's Trotters). Korean J Food Sci Anim Resour 2014; 34:80-7. [PMID: 26760749 PMCID: PMC4597826 DOI: 10.5851/kosfa.2014.34.1.80] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2013] [Revised: 01/22/2014] [Accepted: 01/22/2014] [Indexed: 11/06/2022] Open
Abstract
Ready-to-eat (RTE) Jokbal (Pig's trotter), which consists of pig's feet cooked in soy sauce and various spices, is a very popular and widely sold in Korean retail markets. Commercially, the anaerobically packed Jokbal have also become a popular RTE food in several convenience stores. This study evaluates the effects of storage temperature and packaging methods for the growth of C. perfringens in Jokbal. Growth kinetic parameters of C. perfringens in aerobically and anaerobically packed Jokbals are determined at each temperature by the modified Gompertz equation. The lag time, specific growth rate, and maximum population density of C. perfringens are being analyzed as a function of temperature and packaging method. The minimum growth temperature of C. perfringens in aerobically and anaerobically packed Jokbal is 24℃ and 18℃, respectively. The C. perfringens in Jokbal did not grow under conditions of over 50℃ regardless of the packaging methods, indicating that the holding temperature of Jokbal in markets must be maintained at above 50℃ or below 18℃. Growth of C. perfringens in anaerobically packed Jokbal is faster than in aerobically packed Jokbal when stored under the same conditions. This indicates that there are a higher risks associated with C. perfringens for anaerobically packed meat products.
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Affiliation(s)
| | | | - Joon-Il Cho
- Food Microbiology Division, Ministry of Food and Drug Safety, Cheongwon 363-700, Korea
| | - Soon-Ho Lee
- Foodborne Diseases Prevention and Surveillance Division, Ministry of Food and Drug Safety, Cheongwon 363-700, Korea
| | - Ki-Sun Yoon
- Corresponding author: Ki-Sun Yoon, Department of Food and Nutrition, Research Institute of Human Ecology, Kyung Hee University, Seoul 130-701, Korea. Tel: 82-2-961-0264, Fax: 82-2-961-0261, E-mail:
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22
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Stella P, Cerf O, Hugas M, Koutsoumanis KP, Nguyen-The C, Sofos JN, Valero A, Zwietering MH. Ranking the microbiological safety of foods: A new tool and its application to composite products. Trends Food Sci Technol 2013. [DOI: 10.1016/j.tifs.2013.07.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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23
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Wei S, Gutek A, Lilburn M, Yu Z. Abundance of pathogens in the gut and litter of broiler chickens as affected by bacitracin and litter management. Vet Microbiol 2013; 166:595-601. [PMID: 23870707 DOI: 10.1016/j.vetmic.2013.06.006] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2012] [Revised: 06/07/2013] [Accepted: 06/10/2013] [Indexed: 01/18/2023]
Abstract
Clostridium perfringens, Salmonella spp. and Campylobacter spp. are food-borne enteric pathogens that are commonly associated with poultry. The objective of this study was to investigate the effects of supplemental bacitracin and litter management (fresh vs. reused) on the abundance of these pathogens in commercial broiler chickens. Specific quantitative PCR (qPCR) assays were used to quantify C. perfringens, virulent C. perfringens that carried the genes encoding α-toxin (cpa) and NetB-toxin (netB), Salmonella, and Campylobacter in samples of ileal mucosa, cecal content, and litter. Campylobacter was not detected in any of the samples collected. The abundance of Salmonella was not affected by either bacitracin or litter condition. Generic C. perfringens was detected in the ileal mucosa at very low level at 10 days of age but was much higher at 35 days. Chickens reared on reused litter tended to have a lower abundance of generic C. perfringens compared with those reared on fresh litter. In the ileal mucosa, no cpa or netB was detected at day 10 but was detected at day 35 in the chickens that were not fed supplemental bacitracin. Chicks fed supplemental bacitracin had reduced abundance of generic C. perfringens as well as the cpa and netB genes in the ileal mucosa, cecal content, and litters. A strong positive correlation was found between the abundance of all three measurements of C. perfringens. The abundance of Salmonella spp. and C. perfringens was also shown to be correlated. This is the first study that has examined the effect of dietary bacitracin and litter conditions on the prevalence of these three common enteric pathogens. Unless contaminated from previous flocks, reused litter may not necessarily contain significantly greater abundances of C. perfringens or Salmonella.
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Affiliation(s)
- Shan Wei
- Department of Animal Sciences, The Ohio State University, OH 43210, USA
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24
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25
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Scientific Opinion on Public health risks represented by certain composite products containing food of animal origin. EFSA J 2012. [DOI: 10.2903/j.efsa.2012.2662] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
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Jaloustre S, Guillier L, Morelli E, Noël V, Delignette-Muller ML. Modeling of Clostridium perfringens vegetative cell inactivation in beef-in-sauce products: a meta-analysis using mixed linear models. Int J Food Microbiol 2011; 154:44-51. [PMID: 22236760 DOI: 10.1016/j.ijfoodmicro.2011.12.013] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2011] [Revised: 12/06/2011] [Accepted: 12/11/2011] [Indexed: 11/26/2022]
Abstract
The aim of the present study was to predict Clostridium perfringens vegetative cell inactivation during the final reheating step of two beef-in-sauce products prepared and distributed in a French hospital for exposure in risk assessment. In order to account for variability according to experts and international organization recommendations, published data were used to estimate the thermal inactivation parameters of a probabilistic model. Mixed effects models were proposed to describe variability on D(ref) the decimal reduction time at temperature T(ref). Many models differing by their description of variability on D(ref) were tested. Based on goodness-of-fit and parsimony of the model, the one including three random effects was chosen. That model describes random effects of vegetative cell culture conditions, strains and other uncontrolled experimental factors. In order to check the ability of the model to predict inactivation under dynamic thermal conditions, model validation was carried out on published non isothermal data. This model was then used to predict C. perfringens vegetative cell inactivation using temperature profiles inside beef-in-sauce products registered in a French hospital and to explore control measures easier to apply than French regulations.
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Affiliation(s)
- S Jaloustre
- Agence Nationale de Sécurité Sanitaire (Anses), LSA, 23 Av. du Gal de Gaulle, F-94706, Maisons-Alfort Cedex, France
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Membré JM, Laroche M, Magras C. Assessment of levels of bacterial contamination of large wild game meat in Europe. Food Microbiol 2011; 28:1072-9. [DOI: 10.1016/j.fm.2011.02.015] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2010] [Revised: 02/23/2011] [Accepted: 02/26/2011] [Indexed: 11/25/2022]
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Gupta H, Sharma S, Sundararaj P. Assessment of microbiological quality of foodstuffs served in college cafeterias. QUALITY ASSURANCE AND SAFETY OF CROPS & FOODS 2011. [DOI: 10.1111/j.1757-837x.2011.00102.x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Rodriguez-Palacios A, LeJeune JT. Moist-heat resistance, spore aging, and superdormancy in Clostridium difficile. Appl Environ Microbiol 2011; 77:3085-91. [PMID: 21398481 PMCID: PMC3126382 DOI: 10.1128/aem.01589-10] [Citation(s) in RCA: 85] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2010] [Accepted: 03/06/2011] [Indexed: 02/07/2023] Open
Abstract
Clostridium difficile spores can survive extended heating at 71°C (160°F), a minimum temperature commonly recommended for adequate cooking of meats. To determine the extent to which higher temperatures would be more effective at killing C. difficile, we quantified (D values) the effect of moist heat at 85°C (145°F, for 0 to 30 min) on C. difficile spores and compared it to the effects at 71 and 63°C. Fresh (1-week-old) and aged (≥20-week-old) C. difficile spores from food and food animals were tested in multiple experiments. Heating at 85°C markedly reduced spore recovery in all experiments (5 to 6 log(10) within 15 min of heating; P < 0.001), regardless of spore age. In ground beef, the inhibitory effect of 85°C was also reproducible (P < 0.001), but heating at 96°C reduced 6 log(10) within 1 to 2 min. Mechanistically, optical density and enumeration experiments indicated that 85°C inhibits cell division but not germination, but the inhibitory effect was reversible in some spores. Heating at 63°C reduced counts for fresh spores (1 log(10), 30 min; P < 0.04) but increased counts of 20-week-old spores by 30% (15 min; P < 0.02), indicating that sublethal heat treatment reactivates superdormant spores. Superdormancy is an increasingly recognized characteristic in Bacillus spp., and it is likely to occur in C. difficile as spores age. The potential for reactivation of (super)dormant spores with sublethal temperatures may be a food safety concern, but it also has potential diagnostic value. Ensuring that food is heated to >85°C would be a simple and important intervention to reduce the risk of inadvertent ingestion of C. difficile spores.
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Affiliation(s)
- Alexander Rodriguez-Palacios
- Food Animal Health Research Program, College of Food, Agricultural, and Environmental Sciences, and College of Veterinary Medicine, Ohio Agricultural Research and Development Center, The Ohio State University, Wooster, Ohio 44691
| | - Jeffrey T. LeJeune
- Food Animal Health Research Program, College of Food, Agricultural, and Environmental Sciences, and College of Veterinary Medicine, Ohio Agricultural Research and Development Center, The Ohio State University, Wooster, Ohio 44691
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Corigliano MG, de Guzmán AMS, Stagnitta PV. Characterization of the plasmidic or chromosomal cpe gene and metabolic activities in Clostridium perfringens isolates from food in San Luis--Argentina. Cent Eur J Public Health 2011; 19:46-53. [PMID: 21526657 DOI: 10.21101/cejph.a3597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Food poisoning and non-food poisoning illnesses due to C. perfringens (by enterotoxin production) have been associated to chromosomal or plasmidic location of the cpe gene, respectively. Clostridial pathogenicity has been correlated to protease and azoreductase production. The aim of this work was: i) to assess the sanitary-hygienic quality of dehydrated soups (100 samples) consumed in San Luis - Argentina; ii) to verify the presence of C. perfringens in these food products using the "Most Probable Number" method (MPN) and plate-counting methods; iii) to characterise enterotoxigenicity in strain isolates by RPLA; iv) to determine the chromosomal or plasmidic location of the cpe gene in enterotoxigenic strains previously isolated from food in our lab, using PCR; v) to correlate chromosomal cpe and spore heat-resistance; vi) to compare protease activity in cpe+ and cpe- strains; and vii) to compare azoreductase activity in cpe+ and cpe- strains. Twenty-six isolates had a count a 3-43 bacteria g(-1) count using MPN; 7.7% exceeded the Argentine Food Code (CAA) limit. All isolates showed protease activity: enterotoxigenic isolates had higher protease activity than non-enterotoxigenic isolates. All isolates showed azoreductase activity: enterotoxigenic isolates had higher activity and shorter reducing times. Enterotoxigenic isolates showed chromosomal location for the gene responsible for the enterotoxin.
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Affiliation(s)
- Mariana Georgina Corigliano
- General Microbiology, Area of Microbiology, Department of Biochemistry and Biological Sciences, Faculty of Chemistry, Biochemistry and Pharmacy, San Luis National University, Argentina
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Abdelmassih M, Planchon V, Anceau C, Mahillon J. Development and validation of stable reference materials for food microbiology using Bacillus cereus and Clostridium perfringens spores. J Appl Microbiol 2011; 110:1524-30. [DOI: 10.1111/j.1365-2672.2011.05007.x] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Crouch EA, Labarre D, Golden NJ, Kause JR, Dearfield KL. Application of quantitative microbial risk assessments for estimation of risk management metrics: Clostridium perfringens in ready-to-eat and partially cooked meat and poultry products as an example. J Food Prot 2009; 72:2151-61. [PMID: 19833039 DOI: 10.4315/0362-028x-72.10.2151] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
The U.S. Department of Agriculture, Food Safety and Inspection Service is exploring quantitative risk assessment methodologies to incorporate the use of the Codex Alimentarius' newly adopted risk management metrics (e.g., food safety objectives and performance objectives). It is suggested that use of these metrics would more closely tie the results of quantitative microbial risk assessments (QMRAs) to public health outcomes. By estimating the food safety objective (the maximum frequency and/or concentration of a hazard in a food at the time of consumption) and the performance objective (the maximum frequency and/or concentration of a hazard in a food at a specified step in the food chain before the time of consumption), risk managers will have a better understanding of the appropriate level of protection (ALOP) from microbial hazards for public health protection. We here demonstrate a general methodology that allows identification of an ALOP and evaluation of corresponding metrics at appropriate points in the food chain. It requires a two-dimensional probabilistic risk assessment, the example used being the Monte Carlo QMRA for Clostridium perfringens in ready-to eat and partially cooked meat and poultry products, with minor modifications to evaluate and abstract required measures. For demonstration purposes, the QMRA model was applied specifically to hot dogs produced and consumed in the United States. Evaluation of the cumulative uncertainty distribution for illness rate allows a specification of an ALOP that, with defined confidence, corresponds to current industry practices.
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Affiliation(s)
- Edmund A Crouch
- Cambridge Environmental, Inc., 58 Charles Street, Cambridge, Massachusetts 02141, USA.
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