Department of Production Animal Medicine, College of Veterinary Medicine, Iowa State University, Ames, Iowa 50011, USA.
Foodborne Pathog Dis. 2012 Oct;9(10):952-61. doi: 10.1089/fpd.2012.1150. Epub 2012 Sep 18.
We developed a stochastic simulation model to evaluate the impact of Escherichia coli O157:H7 (O157) vaccination on key epidemiological outcomes. The model evaluated a reduction in the O157 prevalence in feedlot cattle as well as concentration in cattle feces due to vaccination. The impact of this reduction on outcomes at slaughter/harvest and consumption was evaluated by simulating the relationships between the O157 prevalence and concentration at various points in the ground beef supply chain. The uncertainty and variability associated with the O157 contamination was explicitly modeled in production, slaughter, and consumption modules. Our results show that vaccination can have a significant benefit with respect to relevant outcomes such as (1) the number of human O157 illnesses due to the consumption of ground beef, (2) the number of production lots with high O157 contamination levels, (3) the likelihood of detection by U.S. Department of Agriculture Food Safety and Inspection Service testing, and (4) the probability of multiple illnesses due to ground beef servings from the same lot. These results show that these outcomes are strongly impacted by preharvest vaccination. For example, if the vaccine is used so as to reduce the prevalence of E. coli shedding cattle by 80% and if all U.S. steers and heifers were vaccinated, the expected number of human illnesses from ground beef-associated O157 would be reduced almost 60%. If the vaccine is 60% or 40% effective, the illness rate would be reduced approximately 45% or 40%, respectively. The number of production lots (10,000-lb lots) with high O157 contamination levels (> 1000 servings) would be reduced by 96% if all steers and heifers received an 80% effective vaccine regimen. The analysis shows that resulting reduction in the number of shedding animals and the reduced concentration of E. coli on carcasses can combine to reduce human illnesses and cost to beef packers.
我们开发了一个随机模拟模型,以评估大肠杆菌 O157:H7(O157)疫苗接种对关键流行病学结果的影响。该模型评估了由于疫苗接种导致的饲料牛 O157 流行率降低以及牛粪便中 O157 浓度的集中情况。通过模拟在绞碎牛肉供应链的各个点处 O157 的流行率和浓度之间的关系,评估了这种减少对屠宰/收获和消费结果的影响。O157 污染的不确定性和可变性在生产、屠宰和消费模块中得到了明确的建模。我们的结果表明,疫苗接种可以对相关结果产生重大影响,例如(1)由于食用绞碎牛肉而导致的人类 O157 疾病数量,(2)具有高 O157 污染水平的生产批次数量,(3)美国农业部食品安全检验局检测的检测可能性,以及(4)由于来自同一批次的绞碎牛肉供应而导致的多种疾病的可能性。这些结果表明,这些结果受到预屠宰疫苗接种的强烈影响。例如,如果疫苗的使用使牛的大肠杆菌脱落流行率降低 80%,并且所有美国的公牛和小母牛都接种了疫苗,那么与绞碎牛肉相关的 O157 引起的人类疾病的预期数量将减少近 60%。如果疫苗的有效率为 60%或 40%,则发病率将分别降低约 45%或 40%。如果所有的公牛和小母牛都接受了 80%有效的疫苗接种方案,那么具有高 O157 污染水平(>1000 份)的生产批次(10000 磅批次)数量将减少 96%。分析表明,动物脱落数量的减少和牛胴体上大肠杆菌浓度的降低可以结合起来,减少人类疾病和牛肉包装商的成本。