College of Veterinary Medicine and Institute of Veterinary Science, Kangwon National University, Chuncheon 24341, Korea.
College of Veterinary Medicine, Seoul National University, Seoul 08732, Korea.
J Vet Sci. 2021 Sep;22(5):e71. doi: 10.4142/jvs.2021.22.e71.
African swine fever (ASF) is a hemorrhagic fever occurring in wild boars () and domestic pigs. The epidemic situation of ASF in South Korean wild boars has increased the risk of ASF in domestic pig farms. Although basic reproduction number (R) can be applied for control policies, it is challenging to estimate the R for ASF in wild boars due to surveillance bias, lack of wild boar population data, and the effect of ASF-positive wild boar carcass on disease dynamics.
This study was undertaken to estimate the R of ASF in wild boars in South Korea, and subsequently analyze the spatiotemporal heterogeneity.
We detected the local transmission clusters using the spatiotemporal clustering algorithm, which was modified to incorporate the effect of ASF-positive wild boar carcass. With the assumption of exponential growth, R was estimated for each cluster. The temporal change of the estimates and its association with the habitat suitability of wild boar were analyzed.
Totally, 22 local transmission clusters were detected, showing seasonal patterns occurring in winter and spring. Mean value of R of each cluster was 1.54. The estimates showed a temporal increasing trend and positive association with habitat suitability of wild boar.
The disease dynamics among wild boars seems to have worsened over time. Thus, in areas with a high elevation and suitable for wild boars, practical methods need to be contrived to ratify the control policies for wild boars.
非洲猪瘟(ASF)是一种发生在野猪()和家猪中的出血热。韩国野猪中的 ASF 疫情增加了家猪养殖场 ASF 的风险。尽管基本繁殖数(R)可用于控制政策,但由于监测偏差、缺乏野猪种群数据以及 ASF 阳性野猪尸体对疾病动态的影响,估计野猪中的 R 具有挑战性。
本研究旨在估计韩国野猪中 ASF 的 R,并随后分析时空异质性。
我们使用时空聚类算法检测本地传播集群,该算法经过修改以纳入 ASF 阳性野猪尸体的影响。假设指数增长,我们为每个集群估计了 R。分析了估计值的时间变化及其与野猪栖息地适宜性的关系。
共检测到 22 个本地传播集群,显示出冬季和春季发生的季节性模式。每个集群的 R 的平均值为 1.54。估计值显示出时间上的增加趋势,并与野猪的栖息地适宜性呈正相关。
随着时间的推移,野猪之间的疾病动态似乎有所恶化。因此,在海拔较高且适合野猪的地区,需要制定切实可行的方法来批准野猪的控制政策。