1 Odum School of Ecology, University of Georgia , Athens, GA , USA.
2 Center for the Ecology of Infectious Disease, University of Georgia , Athens, GA , USA.
J R Soc Interface. 2018 Dec 21;15(149):20180654. doi: 10.1098/rsif.2018.0654.
Conversion of natural habitats into urban landscapes can expose wildlife to novel pathogens and alter pathogen transmission pathways. Because transmission is difficult to quantify for many wildlife pathogens, mathematical models paired with field observations can help select among competing transmission pathways that might operate in urban landscapes. Here we develop a mathematical model for the enteric bacteria Salmonella enterica in urban-foraging white ibis ( Eudocimus albus) in south Florida as a case study to determine (i) the relative importance of contact-based versus environmental transmission among ibis and (ii) whether transmission can be supported by ibis alone or requires external sources of infection. We use biannual field prevalence data to restrict model outputs generated from a Latin hypercube sample of parameter space and select among competing transmission scenarios. We find the most support for transmission from environmental uptake rather than between-host contact and that ibis-ibis transmission alone could maintain low infection prevalence. Our analysis provides the first parameter estimates for Salmonella shedding and uptake in a wild bird and provides a key starting point for predicting how ibis response to urbanization alters their exposure to a multi-host zoonotic enteric pathogen. More broadly, our study provides an analytical roadmap to assess transmission pathways of multi-host wildlife pathogens in the face of scarce infection data.
将自然栖息地转化为城市景观可能会使野生动物接触到新的病原体,并改变病原体的传播途径。由于许多野生动物病原体的传播难以量化,因此数学模型与实地观测相结合可以帮助选择可能在城市景观中运行的竞争传播途径。在这里,我们开发了一个用于南佛罗里达州城市觅食的白鹈鹕(Eudocimus albus)肠道细菌沙门氏菌(Salmonella enterica)的数学模型,作为案例研究,以确定(i)在白鹈鹕之间基于接触的传播与环境传播的相对重要性,以及(ii)是否可以仅通过白鹈鹕或需要外部感染源来支持传播。我们使用两年一次的现场流行率数据来限制从参数空间拉丁超立方样本生成的模型输出,并在竞争传播情景中进行选择。我们发现,从环境摄取而不是宿主间接触传播的支持最多,并且仅白鹈鹕-白鹈鹕传播就可以维持低感染率。我们的分析提供了野生鸟类中沙门氏菌脱落和摄取的第一个参数估计值,并为预测白鹈鹕对城市化的反应如何改变它们接触多宿主人畜共患肠道病原体提供了关键起点。更广泛地说,我们的研究为评估多宿主野生动物病原体的传播途径提供了一个分析路线图,因为这些病原体的感染数据很少。