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Stathas L, Aspridou Z, Koutsoumanis K. Quantitative microbial risk assessment of Salmonella in fresh chicken patties. Food Res Int 2024; 178:113960. [PMID: 38309878 DOI: 10.1016/j.foodres.2024.113960] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 12/21/2023] [Accepted: 01/02/2024] [Indexed: 02/05/2024]
Abstract
Quantitative microbial risk assessment (QMRA) has witnessed rapid development within the context of food safety in recent years. As a means of contributing to these advancements, a QMRA for Salmonella spp. in fresh chicken patties for the general European Union (EU) population was developed. A two-dimensional (Second Order) Monte-Carlo simulation method was used for separating variability and uncertainty of model's parameters. The stages of industrial processing, retail storage, domestic storage, and cooking in the domestic environment were considered in the exposure assessment. For hazard characterization, a dose-response model was developed by combining 8 published dose-response models using a Pert distribution for describing uncertainty. The QMRA model predicted a mean probability of illness of 1.19*10-4 (5.28*10-5 - 3.57*10-4 95 % C.I.), and a mean annual number of illnesses per 100,000 people of 2.13 (0.96 - 6.59 95 % C.I.). Moreover, sensitivity analysis was performed, and variability in cooking preferences was found to be the most influential model parameter (r = -0.39), followed by dose-response related variability (r = 0.22), and variability in the concentration of Salmonella spp. at the time of introduction at the processing facility (r = 0.11). Various mitigation strategy scenarios were tested, from which, "increasing the internal temperature of cooking" and "decreasing shelf life" were estimated to be the most effective in reducing the predicted risk of illness. Salmonella-related illnesses exhibit particularly high severity, making them some of the most prominent zoonotic diseases in the EU. Regular monitoring of this hazard in order to further highlight its related parameters and causes is a necessary procedure. This study not only provides an updated assessment of Salmonella spp. risk associated with chicken patties, but also facilitates the identification of crucial targets for scientific investigation and implementation of real-world intervention strategies.
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Affiliation(s)
- Leonardos Stathas
- Laboratory of Food Microbiology and Hygiene, Department of Food Science and Technology, School of Agriculture, Faculty of Agriculture, Forestry and Natural Environment, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece
| | - Zafiro Aspridou
- Laboratory of Food Microbiology and Hygiene, Department of Food Science and Technology, School of Agriculture, Faculty of Agriculture, Forestry and Natural Environment, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece
| | - Konstantinos Koutsoumanis
- Laboratory of Food Microbiology and Hygiene, Department of Food Science and Technology, School of Agriculture, Faculty of Agriculture, Forestry and Natural Environment, Aristotle University of Thessaloniki, Thessaloniki 54124, Greece.
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Performance evaluation of a selective-enrichment-isolation protocol for Salmonella enterica from seafood. J Microbiol Methods 2020; 180:106120. [PMID: 33316291 DOI: 10.1016/j.mimet.2020.106120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Revised: 12/08/2020] [Accepted: 12/08/2020] [Indexed: 11/21/2022]
Abstract
In this study using 57 finfish samples of marine origin, selective enrichment in Rappaport-Vassiliadis (RV) broth followed by isolation on the Hektoen enteric agar (HEA) yielded 50 (53.2%) of 94 isolates. The results suggest RV-HEA as the most suitable media combination for the recovery of Salmonella from tropical seafood.
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Li T, Jin L, Feng K, Yang T, Yue X, Wu B, Ding S, Liang X, Huang G, Zhang J. A novel low-field NMR biosensor based on dendritic superparamagnetic iron oxide nanoparticles for the rapid detection of Salmonella in milk. Lebensm Wiss Technol 2020. [DOI: 10.1016/j.lwt.2020.110149] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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Ren Y, Ji J, Sun J, Pi F, Zhang Y, Sun X. Rapid detection of antibiotic resistance in Salmonella with screen printed carbon electrodes. J Solid State Electrochem 2020. [DOI: 10.1007/s10008-020-04645-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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Molecular detection of Salmonella spp., Listeria spp. and Brucella spp. in fresh artisanal cheese marketed in the city of Barranquilla: A pilot study. BIOMEDICA : REVISTA DEL INSTITUTO NACIONAL DE SALUD 2018; 38:30-36. [PMID: 30184359 DOI: 10.7705/biomedica.v38i3.3677] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2016] [Revised: 07/31/2017] [Indexed: 11/21/2022]
Abstract
Introduction: Each year approximately 3 million people die as the result of foodborne diseases. The fresh artisan (handmade) cheese produced and distributed in the Colombian Caribbean region is a native product from the departments of Córdoba, Sucre, Bolívar, Atlántico, Magdalena, Cesar, and La Guajira. Its mass consumption increases the risk of infection with Salmonella spp., Listeria spp., and Brucella spp., as it is made with a very rustic technology, with unpasteurized cow milk, without standardized and hygienic procedures and its storage is inadequate.
Objective: To detect the presence of Salmonella spp., Listeria spp., and Brucella spp. in samples of fresh artisan cheese from the Colombian Caribbean region.
Materials and methods: Twenty-seven samples of cheese from five departments of the Caribbean Region (Atlántico (n=6), Bolívar (n=2), Córdoba (n=1), Magdalena (n=16), and Sucre (n=2)) were analyzed by real-time polymerase chain reaction (qPCR). Seventeen of the samples corresponded to soft cheese, five to semi-hard cheese and five to hard cheese.
Results: In 62.9% (17/27) of the samples we detected Salmonella spp., in 70.4% (19/27), Listeria spp., and in 22.2% (6/27), Brucella spp., mainly from the department of Magdalena. In 62.5% (10/16) of the samples we detected Salmonella spp. and Listeria spp. while in the department of Atlántico, 50% (3/6) of the samples corresponded to Brucella spp.
Conclusion: The results confirmed the presence of these microorganisms in all the samples of soft cheese from the Colombian Caribbean region.
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Mooijman KA, Pielaat A, Kuijpers AFA. Validation of EN ISO 6579-1 - Microbiology of the food chain - Horizontal method for the detection, enumeration and serotyping of Salmonella - Part 1 detection of Salmonella spp. Int J Food Microbiol 2018; 288:3-12. [PMID: 29803313 DOI: 10.1016/j.ijfoodmicro.2018.03.022] [Citation(s) in RCA: 112] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2017] [Revised: 11/17/2017] [Accepted: 03/23/2018] [Indexed: 11/24/2022]
Abstract
The European and International Standard method for the detection of Salmonella spp. in samples from the primary production stage, EN ISO 6579:2002/Amd.1:2007, was validated by an interlaboratory study in the frame of Mandate M/381, ordered by the European Commission and accepted by the European Standardisation Organisation (CEN). In addition to this study, results from two interlaboratory studies organised earlier by the European Union Reference Laboratory (EURL) for Salmonella were used for determination of the performance characteristics. Parallel to the performance evaluation for the Mandate, the revision of EN ISO 6579:2002 started. Part of this revision was the incorporation of the standardised method for detection of Salmonella in samples from the primary production stage (EN ISO 6579:2002/Amd.1:2007) and its performance characteristics in the new part 1 of EN ISO 6579. The 2002 version of EN ISO 6579 already contained performance characteristics for the detection of Salmonella in food samples, but LOD50 values (contamination level at which 50% of the samples are found positive) were not yet included. To be in line with the performance characteristics determined for detection of Salmonella spp. in samples from the primary production stage, LOD50 values for detection of Salmonella in food samples were calculated from the raw data of the validation studies performed in 2000. In this paper, the performance characteristics of EN ISO 6579-1:2017 are determined based not only on the results of the interlaboratory study carried out in 2013 under the Mandate, but also on several other interlaboratory studies. These performance characteristics consist of specificity, sensitivity and LOD50.
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Affiliation(s)
- Kirsten A Mooijman
- National Institute for Public Health and the Environment (RIVM), Centre for Zoonoses and Environmental Microbiology (Z&O), EURL-Salmonella, P.O. Box 1, 3720, BA, Bilthoven, The Netherlands.
| | - Annemarie Pielaat
- National Institute for Public Health and the Environment (RIVM), Centre for Zoonoses and Environmental Microbiology (Z&O), EURL-Salmonella, P.O. Box 1, 3720, BA, Bilthoven, The Netherlands
| | - Angelina F A Kuijpers
- National Institute for Public Health and the Environment (RIVM), Centre for Zoonoses and Environmental Microbiology (Z&O), EURL-Salmonella, P.O. Box 1, 3720, BA, Bilthoven, The Netherlands
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Is it safe to eat raw seafood? Prevalence of Salmonella in some seafood products sold in Alexandria markets. J Egypt Public Health Assoc 2016; 88:115-20. [PMID: 23963092 DOI: 10.1097/01.epx.0000433559.22563.47] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Salmonella is a significant microbial hazard in seafood. Salmonella-contaminated seafood usually looks and smells normal; it is therefore essential that every effort is made toward the rapid detection of Salmonella as an important criterion in quality control of seafood. AIMS This study aims to determine the percentage of Salmonella in some Egyptian seafood sold in Alexandria markets and to study the validity of Chromagar Salmonella Plus (CASP) agar versus xylose lysine desoxycholate and Salmonella-Shigella agar for the isolation and identification of Salmonella in seafood. MATERIALS AND METHODS Two hundred and twenty-five samples of three seafood types, shrimp, gandofli, and river mussel (om-elkhloul) were studied. Samples were selectively enriched in Rappaport-Vassiliadis and tetrathionate broth, and then plated onto the aforementioned plating media for the detection of Salmonella. RESULTS In total, Salmonella was detected in 9.8% of the samples. The sensitivity and specificity of the media used varied according to the media and enrichment broth combinations used. The CASP and Rappaport-Vassiliadis combination yielded the best sensitivity, specificity, positive predictive value, negative predictive value, and accuracy of 95.45, 100, 100, 99.5, and 99.5%, respectively. CONCLUSION AND RECOMMENDATION CASP was more accurate than xylose lysine desoxycholate and Salmonella-Shigella in the detection of Salmonella from seafood samples. We recommend that CASP medium should be tested against more Salmonella-positive samples before it is used as a screening plating medium for Salmonella in seafood.
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Review of Salmonella detection and identification methods: Aspects of rapid emergency response and food safety. Food Control 2015. [DOI: 10.1016/j.foodcont.2014.07.011] [Citation(s) in RCA: 195] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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Zhang L, Borror CM, Sandrin TR. A designed experiments approach to optimization of automated data acquisition during characterization of bacteria with MALDI-TOF mass spectrometry. PLoS One 2014; 9:e92720. [PMID: 24662978 PMCID: PMC3963954 DOI: 10.1371/journal.pone.0092720] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2014] [Accepted: 02/24/2014] [Indexed: 01/27/2023] Open
Abstract
MALDI-TOF MS has been shown capable of rapidly and accurately characterizing bacteria. Highly reproducible spectra are required to ensure reliable characterization. Prior work has shown that spectra acquired manually can have higher reproducibility than those acquired automatically. For this reason, the objective of this study was to optimize automated data acquisition to yield spectra with reproducibility comparable to those acquired manually. Fractional factorial design was used to design experiments for robust optimization of settings, in which values of five parameters (peak selection mass range, signal to noise ratio (S:N), base peak intensity, minimum resolution and number of shots summed) commonly used to facilitate automated data acquisition were varied. Pseudomonas aeruginosa was used as a model bacterium in the designed experiments, and spectra were acquired using an intact cell sample preparation method. Optimum automated data acquisition settings (i.e., those settings yielding the highest reproducibility of replicate mass spectra) were obtained based on statistical analysis of spectra of P. aeruginosa. Finally, spectrum quality and reproducibility obtained from non-optimized and optimized automated data acquisition settings were compared for P. aeruginosa, as well as for two other bacteria, Klebsiella pneumoniae and Serratia marcescens. Results indicated that reproducibility increased from 90% to 97% (p-value[Formula: see text]0.002) for P. aeruginosa when more shots were summed and, interestingly, decreased from 95% to 92% (p-value [Formula: see text] 0.013) with increased threshold minimum resolution. With regard to spectrum quality, highly reproducible spectra were more likely to have high spectrum quality as measured by several quality metrics, except for base peak resolution. Interaction plots suggest that, in cases of low threshold minimum resolution, high reproducibility can be achieved with fewer shots. Optimization yielded more reproducible spectra than non-optimized settings for all three bacteria.
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Affiliation(s)
- Lin Zhang
- School of Mathematical and Natural Sciences, Arizona State University, Phoenix, Arizona, United States of America
| | - Connie M. Borror
- School of Mathematical and Natural Sciences, Arizona State University, Phoenix, Arizona, United States of America
| | - Todd R. Sandrin
- School of Mathematical and Natural Sciences, Arizona State University, Phoenix, Arizona, United States of America
- * E-mail:
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Soria M, Soria M, Bueno D. A comparative study of culture methods and polymerase chain reaction for Salmonella detection in egg content. Poult Sci 2012; 91:2668-76. [DOI: 10.3382/ps.2012-02253] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Moongkarndi P, Rodpai E, Kanarat S. Evaluation of an immunochromatographic assay for rapid detection of Salmonella enterica serovars Typhimurium and Enteritidis. J Vet Diagn Invest 2011; 23:797-801. [DOI: 10.1177/1040638711408063] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
An immunochromatographic assay was developed to detect Salmonella enterica serovars Typhimurium and Enteritidis in a single strip. The assay was constructed in the form of a sandwich, using 2 specific anti– S. Typhimurium and anti– S. Enteritidis antibodies immobilized on a nitrocellulose membrane at separated test lines, while the other specific antibody to Salmonella spp. was conjugated with gold nanoparticles. The test strips can immediately detect S. Typhimurium and S. Enteritidis specifically in a culture medium at levels as low as 104 and 106 cfu/ml, respectively. The contamination of S. Typhimurium and S. Enteritidis at 1 cfu/ml or greater can be detected by the test strips after 6–24 hr incubation. The specificities of the test strips to detect S. Typhimurium and S. Enteritidis, in spiked samples, were obtained at 100%; the sensitivities were at 98.89% (89/90) and 87.50% (70/80), respectively, compared with the conventional method. The newly developed multiplex immunochromatographic assay is the first report on the efficient detection of both S. Typhimurium and S. Enteritidis simultaneously in single strip. This test strip also provides advantages of simplicity and very rapid detection of these specific bacterial contaminants in chicken and can be useful for mass detection on chicken farms and in other veterinary products.
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Affiliation(s)
- Primchanien Moongkarndi
- Department of Microbiology, Faculty of Pharmacy, Mahidol University, Bangkok, Thailand (Moongkarnadi, Rodpai)
- Veterinary Public Health Laboratory, Ministry of Agriculture and Cooperatives, Department of Livestock Development, Bangkok, Thailand (Kanarat)
| | - Ekkarat Rodpai
- Department of Microbiology, Faculty of Pharmacy, Mahidol University, Bangkok, Thailand (Moongkarnadi, Rodpai)
- Veterinary Public Health Laboratory, Ministry of Agriculture and Cooperatives, Department of Livestock Development, Bangkok, Thailand (Kanarat)
| | - Sasitorn Kanarat
- Department of Microbiology, Faculty of Pharmacy, Mahidol University, Bangkok, Thailand (Moongkarnadi, Rodpai)
- Veterinary Public Health Laboratory, Ministry of Agriculture and Cooperatives, Department of Livestock Development, Bangkok, Thailand (Kanarat)
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Temelli S, Eyigor A, Carli KT. SalmonellaSerogroup Detection in Poultry Meat Samples by Examining Multiple Colonies from Selective Plates of Two Standard Culture Methods. Foodborne Pathog Dis 2010; 7:1229-34. [DOI: 10.1089/fpd.2010.0570] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Seran Temelli
- Department of Food Hygiene and Technology, Uludag University, Bursa, Turkey
| | - Aysegul Eyigor
- Department of Food Hygiene and Technology, Uludag University, Bursa, Turkey
| | - Kamil Tayfun Carli
- Department of Microbiology, Faculty of Veterinary Medicine, Uludag University, Bursa, Turkey
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Iaffaldano N, Reale A, Sorrentino E, Coppola R, Di Iorio M, Rosato M. Risk of Salmonella transmission via cryopreserved semen in turkey flocks. Poult Sci 2010; 89:1975-80. [DOI: 10.3382/ps.2009-00573] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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MIYAHARA MICHIKO, TAGUCHI MASUMI, KANKI MASASHI, KAI AKEMI, ISHIHARA TOMOE, KIMATA HIROKO, GUNJI AKIHIRO, TSUKAMOTO TEIZO. A Collaborative Study on a Method to Detect Salmonella in Food. Biocontrol Sci 2010; 15:69-73. [DOI: 10.4265/bio.15.69] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
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Schönenbrücher V, Mallinson ET, Bülte M. A comparison of standard cultural methods for the detection of foodborne Salmonella species including three new chromogenic plating media. Int J Food Microbiol 2008; 123:61-6. [DOI: 10.1016/j.ijfoodmicro.2007.11.064] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2007] [Revised: 11/21/2007] [Accepted: 11/27/2007] [Indexed: 11/26/2022]
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Tuominen P, Ranta J, Maijala R. Salmonella risk in imported fresh beef, beef preparations, and beef products. J Food Prot 2006; 69:1814-22. [PMID: 16924904 DOI: 10.4315/0362-028x-69.8.1814] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Additional guarantees (AGs) for Salmonella in imported defined animal-derived foods were agreed on for Finland when it was admitted to the European Community. The aim of this project was to evaluate the impact of these AGs on the prevalence of Salmonella in the Finnish beef supply and the adequacy of their scope. According to the quantitative Bayesian model, the efficacy of AGs was mainly dependent on the proportions of different beef categories imported and the true prevalence in the countries of origin. According to the model, AGs were able to reach their target in the referred year 1999 and kept the true Salmonella prevalence of beef imports below 1% with quantified uncertainty. The extension of AGs to all imported fresh beef would have reduced the Salmonella prevalence of beef imports from three- to fourfold, whereas expanding the implementation of AGs to all imports of fresh beef, beef preparations, and beef products would have resulted in a sixfold decrease. If current AGs targeting fresh beef intended to be sold as fresh or to be processed by the Finnish industry with processes not achieving 70 degrees C were not implemented, the 95% credible interval of Salmonella prevalence in the Finnish beef supply would be 0.2 to 1.3% (mean, 0.6%) instead of 0.1 to 1.2% (mean, 0.5%). However, if the prevalence in the exporting countries were to rise or the main import countries and/or magnitudes were to change, AGs would be of greater importance.
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Affiliation(s)
- P Tuominen
- Department of Risk Assessment, National Veterinary and Food Research Institute EELA, P.O. Box 45, 00581 Helsinki, Finland.
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