Huang Yen-Hua, Owen-Smith Norman, Henley Michelle D, Kilian J Werner, Kamath Pauline L, Ochai Sunday O, van Heerden Henriette, Mfune John K E, Getz Wayne M, Turner Wendy C
Wisconsin Cooperative Wildlife Research Unit, Department of Forest and Wildlife Ecology, University of Wisconsin-Madison, Madison, WI, 53706, USA.
Centre for African Ecology, School of Animal, Plant and Environmental Sciences, University of the Witwatersrand, Wits, 2050, South Africa.
Mov Ecol. 2023 Jul 31;11(1):46. doi: 10.1186/s40462-023-00385-2.
The distribution of resources can affect animal range sizes, which in turn may alter infectious disease dynamics in heterogenous environments. The risk of pathogen exposure or the spatial extent of outbreaks may vary with host range size. This study examined the range sizes of herbivorous anthrax host species in two ecosystems and relationships between spatial movement behavior and patterns of disease outbreaks for a multi-host environmentally transmitted pathogen.
We examined range sizes for seven host species and the spatial extent of anthrax outbreaks in Etosha National Park, Namibia and Kruger National Park, South Africa, where the main host species and outbreak sizes differ. We evaluated host range sizes using the local convex hull method at different temporal scales, within-individual temporal range overlap, and relationships between ranging behavior and species contributions to anthrax cases in each park. We estimated the spatial extent of annual anthrax mortalities and evaluated whether the extent was correlated with case numbers of a given host species.
Range size differences among species were not linearly related to anthrax case numbers. In Kruger the main host species had small range sizes and high range overlap, which may heighten exposure when outbreaks occur within their ranges. However, different patterns were observed in Etosha, where the main host species had large range sizes and relatively little overlap. The spatial extent of anthrax mortalities was similar between parks but less variable in Etosha than Kruger. In Kruger outbreaks varied from small local clusters to large areas and the spatial extent correlated with case numbers and species affected. Secondary host species contributed relatively few cases to outbreaks; however, for these species with large range sizes, case numbers positively correlated with outbreak extent.
Our results provide new information on the spatiotemporal structuring of ranging movements of anthrax host species in two ecosystems. The results linking anthrax dynamics to host space use are correlative, yet suggest that, though partial and proximate, host range size and overlap may be contributing factors in outbreak characteristics for environmentally transmitted pathogens.
资源分布会影响动物的活动范围大小,进而可能改变异质环境中的传染病动态。病原体暴露风险或疫情的空间范围可能随宿主活动范围大小而变化。本研究调查了两个生态系统中食草性炭疽宿主物种的活动范围大小,以及一种多宿主环境传播病原体的空间移动行为与疾病爆发模式之间的关系。
我们研究了纳米比亚埃托沙国家公园和南非克鲁格国家公园中七种宿主物种的活动范围大小以及炭疽疫情的空间范围,这两个公园的主要宿主物种和疫情规模有所不同。我们在不同时间尺度上使用局部凸包法评估宿主活动范围大小、个体内部时间范围重叠情况,以及每个公园中活动范围行为与物种对炭疽病例贡献之间的关系。我们估计了年度炭疽死亡的空间范围,并评估该范围是否与特定宿主物种的病例数相关。
物种间的活动范围大小差异与炭疽病例数并非线性相关。在克鲁格,主要宿主物种的活动范围较小且范围重叠度高,当疫情在其活动范围内发生时,这可能会增加暴露风险。然而,在埃托沙观察到了不同的模式,那里的主要宿主物种活动范围大且重叠相对较少。两个公园的炭疽死亡空间范围相似,但埃托沙的变化比克鲁格小。在克鲁格,疫情从小的局部聚集到大面积爆发不等,空间范围与病例数和受影响物种相关。次要宿主物种对疫情的病例贡献相对较少;然而,对于这些活动范围大的物种,病例数与疫情范围呈正相关。
我们的结果为两个生态系统中炭疽宿主物种活动范围移动的时空结构提供了新信息。将炭疽动态与宿主空间利用联系起来的结果是相关性的,但表明尽管是部分和直接的,宿主活动范围大小和重叠可能是环境传播病原体爆发特征的促成因素。