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在区域范围内控制牛副结核病:迈向决策建模工具。

Controlling bovine paratuberculosis at a regional scale: Towards a decision modelling tool.

作者信息

Beaunée Gaël, Vergu Elisabeta, Joly Alain, Ezanno Pauline

机构信息

MaIAGE, INRA, Université Paris-Saclay, 78350, Jouy-en-Josas, France; BIOEPAR, INRA, Oniris, la Chantrerie, 44307, Nantes, France.

MaIAGE, INRA, Université Paris-Saclay, 78350, Jouy-en-Josas, France.

出版信息

J Theor Biol. 2017 Dec 21;435:157-183. doi: 10.1016/j.jtbi.2017.09.012. Epub 2017 Sep 14.

Abstract

Johne's disease (paratuberculosis), a worldwide enzootic disease of cattle caused by Mycobacterium avium subsp. paratuberculosis (Map), mainly introduced into farms by purchasing infected animals, has a large economic impact for dairy producers. Since diagnostic tests used in routine are poorly sensitive, observing Map spread in the field is hardly possible, whereas there is a need for evaluating control strategies. Our objective was to provide a modelling framework to compare the efficacy of regional control strategies combining internal biosecurity measures and testing of traded animals, against Map spread in a metapopulation of dairy cattle herds. We represented 12,857 dairy herds located in Brittany (France), based on data from 2005 to 2013, used to calibrate herd sizes and demographic rates and to define trade events in a multiscale model of Map infection dynamics. By clustering and categorical descriptive analysis of intensive simulations of this model, based on a numerical experimental design, a large panel of control measures was explored. Their efficacy was assessed on model outputs such as the prevalence and probability of extinction at the metapopulation level. In addition, we proposed a scoring for the effort required to implement control measures and prioritized control strategies based on their theoretical epidemiological efficacy. Our results clearly indicate that eradication cannot be achieved on the mid term using available control measures. However, we identified relevant combinations of measures that lead to the control of Map spread with realistic level of implementation and coverage. The study highlights the challenge of controlling paratuberculosis in an endemically infected region as related to the poor test characteristics and frequent trade movements. Our model lays the foundations for a flexible and efficient tool to help collective animal health managers in defining relevant control strategies at a regional scale, accounting for local specificities in terms of contact network and farms' characteristics.

摘要

约内氏病(副结核病)是一种由鸟分枝杆菌副结核亚种(Map)引起的牛的全球性地方流行性疾病,主要通过购买受感染动物传入农场,对奶牛养殖户造成了巨大的经济影响。由于常规使用的诊断测试灵敏度较低,很难观察到Map在田间的传播情况,然而却需要评估控制策略。我们的目标是提供一个建模框架,以比较结合内部生物安全措施和对交易动物进行检测的区域控制策略对奶牛群集合种群中Map传播的防控效果。我们基于2005年至2013年的数据,构建了位于布列塔尼(法国)的12857个奶牛群模型,用于校准牛群规模和人口统计学比率,并在Map感染动态的多尺度模型中定义交易事件。通过基于数值实验设计对该模型进行密集模拟的聚类和分类描述性分析,探索了大量的控制措施。根据集合种群水平上的患病率和灭绝概率等模型输出评估了它们的效果。此外,我们还对实施控制措施所需的努力进行了评分,并根据其理论流行病学效果对控制策略进行了优先排序。我们的结果清楚地表明,使用现有的控制措施在中期无法实现根除。然而,我们确定了相关的措施组合,这些组合能够以实际可行的实施水平和覆盖范围控制Map的传播。该研究突出了在地方流行感染地区控制副结核病的挑战,这与检测特性不佳和频繁的贸易活动有关。我们的模型为一个灵活高效的工具奠定了基础,以帮助动物卫生管理人员在区域尺度上定义相关的控制策略,同时考虑到接触网络和农场特征方面的地方特殊性。

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