State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, People's Republic of China.
State Key Laboratory of Emerging Infectious Diseases and Centre of Influenza Research, School of Public Health, The University of Hong Kong, Hong Kong SAR, People's Republic of China.
ISME J. 2024 Jan 8;18(1). doi: 10.1093/ismejo/wrae087.
Spillovers of viruses from animals to humans occur more frequently under warmer conditions, particularly arboviruses. The invasive tick species Haemaphysalis longicornis, the Asian longhorned tick, poses a significant public health threat due to its global expansion and its potential to carry a wide range of pathogens. We analyzed meta-transcriptomic data from 3595 adult H. longicornis ticks collected between 2016 and 2019 in 22 provinces across China encompassing diverse ecological conditions. Generalized additive modeling revealed that climate factors exerted a stronger influence on the virome of H. longicornis than other ecological factors, such as ecotypes, distance to coastline, animal host, tick gender, and antiviral immunity. To understand how climate changes drive the tick virome, we performed a mechanistic investigation using causality inference with emphasis on the significance of this process for public health. Our findings demonstrated that higher temperatures and lower relative humidity/precipitation contribute to variations in animal host diversity, leading to increased diversity of the tick virome, particularly the evenness of vertebrate-associated viruses. These findings may explain the evolution of tick-borne viruses into generalists across multiple hosts, thereby increasing the probability of spillover events involving tick-borne pathogens. Deep learning projections have indicated that the diversity of the H. longicornis virome is expected to increase in 81.9% of regions under the SSP8.5 scenario from 2019 to 2030. Extension of surveillance should be implemented to avert the spread of tick-borne diseases.
病毒从动物传播给人类的情况在温暖的条件下更为频繁,尤其是虫媒病毒。入侵性的 tick 物种长角血蜱,即亚洲长角血蜱,由于其在全球范围内的扩张以及携带多种病原体的潜力,对公共卫生构成了重大威胁。我们分析了 2016 年至 2019 年间在中国 22 个省份采集的 3595 只成年长角血蜱的 meta 转录组数据,这些省份涵盖了不同的生态条件。广义加性模型表明,气候因素对长角血蜱病毒组的影响比其他生态因素(如生态型、距海岸线的距离、动物宿主、蜱虫性别和抗病毒免疫)更强。为了了解气候变化如何驱动蜱虫病毒组,我们使用因果推理进行了机制研究,并强调了这一过程对公共卫生的重要性。我们的研究结果表明,较高的温度和较低的相对湿度/降水会导致动物宿主多样性的变化,从而增加蜱虫病毒组的多样性,特别是脊椎动物相关病毒的均匀度。这些发现可以解释蜱传病毒进化为多种宿主的普遍宿主,从而增加了涉及蜱传病原体的溢出事件的可能性。深度学习预测表明,在 SSP8.5 情景下,到 2030 年长角血蜱病毒组的多样性预计将在 81.9%的地区增加。应实施扩展监测,以避免蜱传疾病的传播。