Center for Global Health Science and Security, Georgetown University Medical Center, Washington, District of Columbia, USA.
US Department of Agriculture Animal and Plant Health Inspection Service-Wildlife Services National Wildlife Research Center, Fort Collins, Colorado, USA.
Glob Chang Biol. 2022 Feb;28(3):753-769. doi: 10.1111/gcb.15966. Epub 2021 Nov 18.
After several pandemics over the last two millennia, the wildlife reservoirs of plague (Yersinia pestis) now persist around the world, including in the western United States. Routine surveillance in this region has generated comprehensive records of human cases and animal seroprevalence, creating a unique opportunity to test how plague reservoirs are responding to environmental change. Here, we test whether animal and human data suggest that plague reservoirs and spillover risk have shifted since 1950. To do so, we develop a new method for detecting the impact of climate change on infectious disease distributions, capable of disentangling long-term trends (signal) and interannual variation in both weather and sampling (noise). We find that plague foci are associated with high-elevation rodent communities, and soil biochemistry may play a key role in the geography of long-term persistence. In addition, we find that human cases are concentrated only in a small subset of endemic areas, and that spillover events are driven by higher rodent species richness (the amplification hypothesis) and climatic anomalies (the trophic cascade hypothesis). Using our detection model, we find that due to the changing climate, rodent communities at high elevations have become more conducive to the establishment of plague reservoirs-with suitability increasing up to 40% in some places-and that spillover risk to humans at mid-elevations has increased as well, although more gradually. These results highlight opportunities for deeper investigation of plague ecology, the value of integrative surveillance for infectious disease geography, and the need for further research into ongoing climate change impacts.
在过去的两千多年里,经历了数次大流行后,鼠疫(耶尔森氏菌)的野生动物宿主如今仍在世界各地存在,包括在美国西部。该地区的常规监测生成了全面的人类病例和动物血清阳性率记录,为检验鼠疫宿主对环境变化的反应提供了独特的机会。在这里,我们检验了自 1950 年以来,鼠疫宿主和溢出风险是否发生了变化。为此,我们开发了一种新方法来检测气候变化对传染病分布的影响,该方法能够区分天气和采样的长期趋势(信号)和年际变化(噪声)。我们发现,鼠疫病灶与高海拔啮齿动物群落有关,土壤生物化学可能在长期存在的地理分布中起着关键作用。此外,我们发现人类病例仅集中在少数流行地区,溢出事件是由更高的啮齿动物物种丰富度(放大假说)和气候异常(营养级联假说)驱动的。使用我们的检测模型,我们发现由于气候变化,高海拔地区的啮齿动物群落变得更有利于鼠疫宿主的建立——在某些地方,适宜性增加了高达 40%——而中海拔地区人类的溢出风险也增加了,尽管速度较慢。这些结果突出了深入研究鼠疫生态学的机会、综合监测传染病地理学的价值,以及对正在发生的气候变化影响进行进一步研究的必要性。