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生猪屠宰场沙门氏菌污染建模

Modeling of Salmonella Contamination in the Pig Slaughterhouse.

作者信息

Swart A N, Evers E G, Simons R L L, Swanenburg M

机构信息

Centre for Infectious Disease Control, National Institute for Public Health and the Environment, Bilthoven, The Netherlands.

Department of Epidemiological Sciences, Animal and Plant Health Agency, Weybridge, UK.

出版信息

Risk Anal. 2016 Mar;36(3):498-515. doi: 10.1111/risa.12514. Epub 2016 Feb 9.

Abstract

In this article we present a model for Salmonella contamination of pig carcasses in the slaughterhouse. This model forms part of a larger QMRA (quantitative microbial risk assessment) on Salmonella in slaughter and breeder pigs, which uses a generic model framework that can be parameterized for European member states, to describe the entire chain from farm-to-consumption and the resultant human illness. We focus on model construction, giving mathematical formulae to describe Salmonella concentrations on individual pigs and slaughter equipment at different stages of the slaughter process. Variability among individual pigs and over slaughterhouses is incorporated using statistical distributions, and simulated by Monte Carlo iteration. We present the results over the various slaughter stages and show that such a framework is especially suitable to investigate the effect of various interventions. In this article we present the results of the slaughterhouse module for two case study member states. The model outcome represents an increase in average prevalence of Salmonella contamination and Salmonella numbers at dehairing and a decrease of Salmonella numbers at scalding. These results show good agreement when compared to several other QMRAs and microbiological studies.

摘要

在本文中,我们提出了一个关于屠宰场猪胴体沙门氏菌污染的模型。该模型是对屠宰猪和种猪沙门氏菌进行的更大规模定量微生物风险评估(QMRA)的一部分,该评估使用了一个可针对欧洲成员国进行参数化的通用模型框架,来描述从农场到消费的整个链条以及由此导致的人类疾病。我们专注于模型构建,给出数学公式以描述屠宰过程不同阶段个体猪和屠宰设备上的沙门氏菌浓度。利用统计分布纳入个体猪之间以及不同屠宰场之间的变异性,并通过蒙特卡洛迭代进行模拟。我们展示了各个屠宰阶段的结果,并表明这样一个框架特别适合研究各种干预措施的效果。在本文中,我们展示了针对两个案例研究成员国的屠宰场模块的结果。模型结果显示,脱毛时沙门氏菌污染的平均流行率和沙门氏菌数量增加,烫毛时沙门氏菌数量减少。与其他几个定量微生物风险评估和微生物学研究相比,这些结果显示出良好的一致性。

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