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智利牛只移动的网络分析:对病原体传播和控制的影响。

Network analysis of cattle movements in Chile: Implications for pathogen spread and control.

机构信息

PhD Veterinary Science Program, Graduate School, Faculty of Veterinary Sciences, Universidad Austral de Chile, Chile.

Department of Preventive Veterinary Medicine, Faculty of Veterinary Sciences, Universidad Austral de Chile, Chile; Quantitative Veterinary Epidemiology Group, Wageningen University and Research, The Netherlands.

出版信息

Prev Vet Med. 2022 Jul;204:105644. doi: 10.1016/j.prevetmed.2022.105644. Epub 2022 Apr 5.

Abstract

Livestock movement between herds is one of the main routes for a pathogen to spread between herds. Understanding the contact structure, patterns and importance of specific individuals and classes can help assess dissemination risk, control, and surveillance measures. In this study, the cattle herd's contact structure in southern Chile was characterized based on the study of movement within one of the most important geographical regions for livestock production. Using Social Network Analysis, network measures of centrality, network cohesion and contact chains were estimated to identify essential features that can influence disease transmission among premises. Static and disaggregated by season networks were built for the entire set of nodes and for the Los Rios region animal flow only. For all networks, it was found that most nodes had a few movements; meanwhile, a small number of them were highly connected. Livestock markets have a powerful influence over the networks, being the most connected and central nodes, appearing as candidates for surveillance because of their possible role as super spreaders. Nodes attributes were associated with the likelihood of having high contact chains measures, such as herd class, location, and presence of markets anywhere on the contact chain. This work is the first deep analysis in livestock flows in Chile and shows the importance of animal movement data interpretation to assess pathogen risk spread in the country.

摘要

牲畜在畜群之间的移动是病原体在畜群之间传播的主要途径之一。了解特定个体和群体的接触结构、模式和重要性有助于评估传播风险、控制和监测措施。在这项研究中,基于对智利南部一个最重要的牲畜生产地理区域内的移动研究,对牛群的接触结构进行了描述。使用社会网络分析,估计了中心度、网络凝聚力和接触链等网络度量,以确定可能影响畜群间传播的基本特征。为整个节点集和仅 Los Rios 地区的动物流动构建了静态和按季节分解的网络。对于所有网络,发现大多数节点的移动次数很少;而少数节点的连接性很强。牲畜市场对网络具有强大的影响力,是连接最紧密和最中心的节点,由于它们可能作为超级传播者的角色,因此成为监测的候选对象。节点属性与具有高接触链度量的可能性相关,例如畜群类别、位置以及接触链上任何地方的市场存在。这项工作是智利在牲畜流动方面的首次深入分析,表明了解释动物移动数据以评估该国病原体风险传播的重要性。

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