Maxwell Institute for Mathematical Sciences, Department of Mathematics, Heriot-Watt University, Edinburgh, EH14 4AS, UK.
SaBio, Instituto de Investigación en Recursos Cinegéticos IREC (UCLM & CSIC), 13005, Ciudad Real, Spain.
Sci Rep. 2020 Apr 3;10(1):5895. doi: 10.1038/s41598-020-62736-y.
African swine fever (ASF) is a severe viral disease that is currently spreading among domestic pigs and wild boar (Sus scrofa) in large areas of Eurasia. Wild boar play a key role in the spread of ASF, yet despite their significance, little is known about the key mechanisms that drive infection transmission and disease persistence. A mathematical model of the wild boar ASF system is developed that captures the observed drop in population density, the peak in infected density and the persistence of the virus observed in ASF outbreaks. The model results provide insight into the key processes that drive the ASF dynamics and show that environmental transmission is a key mechanism determining the severity of an infectious outbreak and that direct frequency dependent transmission and transmission from individuals that survive initial ASF infection but eventually succumb to the disease are key for the long-term persistence of the virus. By considering scenarios representative of Estonia and Spain we show that faster degradation of carcasses in Spain, due to elevated temperature and abundant obligate scavengers, may reduce the severity of the infectious outbreak. Our results also suggest that the higher underlying host density and longer breeding season associated with supplementary feeding leads to a more pronounced epidemic outbreak and persistence of the disease in the long-term. The model is used to assess disease control measures and suggests that a combination of culling and infected carcass removal is the most effective method to eradicate the virus without also eradicating the host population, and that early implementation of these control measures will reduce infection levels whilst maintaining a higher host population density and in some situations prevent ASF from establishing in a population.
非洲猪瘟(ASF)是一种严重的病毒性疾病,目前在欧亚大陆的大片地区的家猪和野猪(Sus scrofa)中传播。野猪在 ASF 的传播中起着关键作用,但尽管它们很重要,对于驱动感染传播和疾病持续存在的关键机制却知之甚少。开发了一个野猪 ASF 系统的数学模型,该模型捕获了观察到的种群密度下降、感染密度峰值和 ASF 爆发中观察到的病毒持续存在。模型结果提供了对驱动 ASF 动态的关键过程的深入了解,并表明环境传播是决定传染病爆发严重程度的关键机制,而直接频率相关传播和从最初感染 ASF 但最终屈服于疾病的个体传播是病毒长期持续存在的关键机制。通过考虑代表爱沙尼亚和西班牙的情况,我们表明西班牙由于温度升高和丰富的强制性清道夫,尸体降解速度更快,可能会降低传染病爆发的严重程度。我们的研究结果还表明,补充喂养与更高的基础宿主密度和更长的繁殖季节相关,这导致疾病在长期内更明显的流行爆发和持续存在。该模型用于评估疾病控制措施,并表明扑杀和感染尸体清除的组合是在不消灭宿主种群的情况下根除病毒的最有效方法,并且这些控制措施的早期实施将降低感染水平,同时保持更高的宿主种群密度,并在某些情况下防止 ASF 在种群中建立。