Departamento de Ecologia, Universidade Estadual Paulista (UNESP), Rio Claro, Brazil.
Molecular Epidemiology and Public Health Laboratory, Infectious Disease Research Centre, Hopkirk Research Institute, Massey University, Palmerston North, New Zealand.
PLoS Negl Trop Dis. 2019 Aug 12;13(8):e0007655. doi: 10.1371/journal.pntd.0007655. eCollection 2019 Aug.
Several viruses from the genus Orthohantavirus are known to cause lethal disease in humans. Sigmodontinae rodents are the main hosts responsible for hantavirus transmission in the tropical forests, savannas, and wetlands of South America. These rodents can shed different hantaviruses, such as the lethal and emerging Araraquara orthohantavirus. Factors that drive variation in host populations may influence hantavirus transmission dynamics within and between populations. Landscape structure, and particularly areas with a predominance of agricultural land and forest remnants, is expected to influence the proportion of hantavirus rodent hosts in the Atlantic Forest rodent community. Here, we tested this using 283 Atlantic Forest rodent capture records and geographically weighted models that allow us to test if predictors vary spatially. We also assessed the correspondence between proportions of hantavirus hosts in rodent communities and a human vulnerability to hantavirus infection index across the entire Atlantic Forest biome. We found that hantavirus host proportions were more positively influenced by landscape diversity than by a particular habitat or agricultural matrix type. Local small mammal diversity also positively influenced known pathogenic hantavirus host proportions, indicating that a plasticity to habitat quality may be more important for these hosts than competition with native forest dwelling species. We found a consistent positive effect of sugarcane and tree plantation on the proportion of rodent hosts, whereas defaunation intensity did not correlate with the proportion of hosts of potentially pathogenic hantavirus genotypes in the community, indicating that non-defaunated areas can also be hotspots for hantavirus disease outbreaks. The spatial match between host hotspots and human disease vulnerability was 17%, while coldspots matched 20%. Overall, we discovered strong spatial and land use change influences on hantavirus hosts at the landscape level across the Atlantic Forest. Our findings suggest disease surveillance must be reinforced in the southern and southeastern regions of the biome where the highest predicted hantavirus host proportion and levels of vulnerability spatially match. Importantly, our analyses suggest there may be more complex rodent community dynamics and interactions with human disease than currently hypothesized.
已知正呼肠孤病毒属的几种病毒可导致人类致命疾病。沙鼠亚科啮齿动物是南美的热带森林、热带稀树草原和湿地中导致汉坦病毒传播的主要宿主。这些啮齿动物可以传播不同的汉坦病毒,如致命的和新兴的阿拉拉夸拉正呼肠孤病毒。影响宿主种群变异的因素可能会影响种群内和种群间汉坦病毒传播的动态。景观结构,特别是以农业用地和森林残余为主的地区,预计会影响大西洋森林啮齿动物群落中汉坦病毒啮齿动物宿主的比例。在这里,我们使用 283 个大西洋森林啮齿动物捕获记录和地理加权模型来测试这一点,这些模型允许我们测试预测因子是否在空间上发生变化。我们还评估了整个大西洋森林生物群落中啮齿动物群落中汉坦病毒宿主的比例与人类易感染汉坦病毒感染指数之间的对应关系。我们发现,与特定栖息地或农业基质类型相比,景观多样性对汉坦病毒宿主比例的影响更为积极。局部小型哺乳动物多样性也对已知致病性汉坦病毒宿主比例产生了积极影响,这表明这些宿主对栖息地质量的可塑性可能比与本地森林栖息物种的竞争更为重要。我们发现,甘蔗和人工林对啮齿动物宿主比例有一致的积极影响,而除害强度与社区中潜在致病性汉坦病毒基因型宿主的比例没有相关性,这表明未除害地区也可能是汉坦病毒疾病爆发的热点地区。宿主热点与人类疾病脆弱性的空间匹配度为 17%,而冷点匹配度为 20%。总的来说,我们发现在整个大西洋森林景观水平上,汉坦病毒宿主受到强烈的空间和土地利用变化的影响。我们的研究结果表明,在生物群落中汉坦病毒宿主比例和脆弱性预测最高的南部和东南部地区,必须加强疾病监测。重要的是,我们的分析表明,与目前假设的相比,与人类疾病相关的啮齿动物群落动态和相互作用可能更为复杂。