United States Department of Agriculture, Animal and Plant Health Inspection Service, National Wildlife Research Center, Fort Collins, CO, USA.
Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, CO, USA.
J Anim Ecol. 2020 Jun;89(6):1375-1386. doi: 10.1111/1365-2656.13176. Epub 2020 Feb 15.
Animal movement influences the spatial spread of directly transmitted wildlife disease through host-host contact structure. Wildlife disease hosts vary in home range-associated foraging and social behaviours, which may increase the spread and intensity of disease outbreaks. The consequences of variation in host home range movement and space use on wildlife disease dynamics are poorly understood, but could help to predict disease spread and determine more effective disease management strategies. We developed a spatially explicit individual-based model to examine the effect of spatiotemporal variation in host home range size on the spatial spread rate, persistence and incidence of rabies virus (RABV) in raccoons (Procyon lotor). We tested the hypothesis that variation in home range size increases RABV spread and decreases vaccination effectiveness in host populations following pathogen invasion into a vaccination zone. We simulated raccoon demography and RABV dynamics across a range of magnitudes and variances in weekly home range size for raccoons. We examined how variable home range size influenced the relative effectiveness of three components of oral rabies vaccination (ORV) programmes targeting raccoons-timing and frequency of bait delivery, width of the ORV zone and proportion of hosts immunized. Variability in weekly home range size increased RABV spread rates by 1.2-fold to 5.2-fold compared to simulations that assumed a fixed home range size. More variable host home range sizes decreased relative vaccination effectiveness by 71% compared to less variable host home range sizes under conventional vaccination conditions. We found that vaccination timing was more influential for vaccination effectiveness than vaccination frequency or vaccination zone width. Our results suggest that variation in wildlife home range movement behaviour increases the spatial spread and incidence of RABV. Our vaccination results underscore the importance of prioritizing individual-level space use and movement data collection to understand wildlife disease dynamics and plan their effective control and elimination.
动物的活动通过宿主-宿主接触结构影响直接传播的野生动物疾病的空间传播。野生动物疾病宿主在与家域相关的觅食和社会行为方面存在差异,这可能会增加疾病爆发的传播和强度。宿主家域移动和空间使用的变化对野生动物疾病动态的影响知之甚少,但可以帮助预测疾病传播并确定更有效的疾病管理策略。我们开发了一个空间显式的个体基础模型,以研究宿主家域大小的时空变化对浣熊(Procyon lotor)中狂犬病病毒(RABV)空间传播速度、持久性和发生率的影响。我们检验了这样一个假设,即家域大小的变化增加了 RABV 的传播,并降低了宿主种群在病原体入侵接种区后接种疫苗的效果。我们模拟了浣熊的种群动态和 RABV 的动态,范围包括浣熊每周家域大小的幅度和方差。我们研究了可变的家域大小如何影响针对浣熊的口服狂犬病疫苗(ORV)计划的三个组成部分的相对有效性——诱饵投放的时间和频率、ORV 区的宽度和免疫宿主的比例。与假设固定家域大小的模拟相比,每周家域大小的变异性使 RABV 的传播速度增加了 1.2 到 5.2 倍。与常规接种条件下的较小变异性宿主家域大小相比,变异性较大的宿主家域大小使相对疫苗接种效果降低了 71%。我们发现,与接种频率或接种区宽度相比,接种时间对疫苗接种效果的影响更大。我们的结果表明,野生动物家域运动行为的变化增加了 RABV 的空间传播和发病率。我们的疫苗接种结果强调了优先考虑个体水平的空间使用和运动数据收集的重要性,以了解野生动物疾病动态并计划其有效控制和消除。