Paull Sara H, Horton Daniel E, Ashfaq Moetasim, Rastogi Deeksha, Kramer Laura D, Diffenbaugh Noah S, Kilpatrick A Marm
Department of Ecology and Evolutionary Biology, University of California, Santa Cruz, 1156 High St, Santa Cruz, CA 95064, USA
Research Applications Lab, National Center for Atmospheric Research, 3450 Mitchell Ln, Boulder, CO 80301, USA.
Proc Biol Sci. 2017 Feb 8;284(1848). doi: 10.1098/rspb.2016.2078.
The effect of global climate change on infectious disease remains hotly debated because multiple extrinsic and intrinsic drivers interact to influence transmission dynamics in nonlinear ways. The dominant drivers of widespread pathogens, like West Nile virus, can be challenging to identify due to regional variability in vector and host ecology, with past studies producing disparate findings. Here, we used analyses at national and state scales to examine a suite of climatic and intrinsic drivers of continental-scale West Nile virus epidemics, including an empirically derived mechanistic relationship between temperature and transmission potential that accounts for spatial variability in vectors. We found that drought was the primary climatic driver of increased West Nile virus epidemics, rather than within-season or winter temperatures, or precipitation independently. Local-scale data from one region suggested drought increased epidemics via changes in mosquito infection prevalence rather than mosquito abundance. In addition, human acquired immunity following regional epidemics limited subsequent transmission in many states. We show that over the next 30 years, increased drought severity from climate change could triple West Nile virus cases, but only in regions with low human immunity. These results illustrate how changes in drought severity can alter the transmission dynamics of vector-borne diseases.
全球气候变化对传染病的影响仍存在激烈争论,因为多种外在和内在驱动因素相互作用,以非线性方式影响传播动态。像西尼罗河病毒这样的广泛传播病原体的主要驱动因素,由于媒介和宿主生态的区域变异性,可能难以确定,过去的研究得出了不同的结果。在这里,我们利用国家和州尺度的分析来研究一系列大陆尺度西尼罗河病毒流行的气候和内在驱动因素,包括一个根据经验得出的温度与传播潜力之间的机制关系,该关系考虑了媒介的空间变异性。我们发现,干旱是西尼罗河病毒流行增加的主要气候驱动因素,而不是季节内或冬季温度,也不是独立的降水量。来自一个地区的局部尺度数据表明,干旱通过蚊子感染率的变化而非蚊子数量的变化增加了疫情。此外,区域疫情后人类获得的免疫力在许多州限制了后续传播。我们表明,在未来30年里,气候变化导致的干旱严重程度增加可能使西尼罗河病毒病例增加两倍,但仅在人类免疫力较低的地区。这些结果说明了干旱严重程度的变化如何改变媒介传播疾病的传播动态。