Isabelle Couloigner, Carl Dizon, Sunny Mak, Elizabeth Dykstra, Erin Fraser, Muhammad Morshed, Stefan Iwasawa, Sylvia Checkley, Susan Cork
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引用次数: 0
Abstract
Introduction: Lyme disease is the most common vector-borne disease in the United States and Canada. The primary vector for the causative agent of Lyme disease, Borrelia burgdorferi, in the Pacific Northwest is the western blacklegged tick, Ixodes pacificus. Materials and Methods: Using active tick surveillance data from British Columbia, Canada, and Washington State, USA, habitat suitability models using MaxEnt (maximum entropy) were developed for I. pacificus to predict its current and mid-century geographic distributions. Passive surveillance data both from BC and WA were also visualized. Results: According to the constructed models, the number of frost-free days during the winter is the most relevant predictor of its habitat suitability, followed by summer climate moisture, ecoregion, and mean minimum fall temperature. The ensemble geographic distribution map predicts that the coastal regions and inland valleys of British Columbia and the Puget Lowlands of Washington State provide the most suitable habitats for I. pacificus. The density map of ticks submitted from passive surveillance data was overlaid on the current distribution map and demonstrates the correlation between numbers of submissions and habitat suitability. Mid-century projections, based on current climate change predictions, indicate a range expansion, especially of low and moderate suitability, from current distribution. Regarding Lyme disease risk, I. pacificus identified from both active and passive surveillance and tested positive for B. burgdorferi were found to be in areas of moderate to very high suitability for I. pacificus. Conclusion: According to developed models, the total suitable habitat area for I. pacificus will expand in the interior regions of British Columbia and Washington State. However, the risk remains small given relatively low infection rates among I. pacificus. Further studies are required to better understand how this might change in the future.
导言:莱姆病是美国和加拿大最常见的病媒传播疾病。在西北太平洋地区,莱姆病病原体博氏菌的主要传播媒介是西部黑腿蜱(Ixodes pacificus)。材料和方法:利用加拿大不列颠哥伦比亚省和美国华盛顿州的主动蜱虫监测数据,使用 MaxEnt(最大熵)为 I. pacificus 建立了栖息地适宜性模型,以预测其当前和本世纪中期的地理分布。同时还对不列颠哥伦比亚省和华盛顿州的被动监测数据进行了可视化分析。结果根据所构建的模型,冬季无霜期天数是预测其栖息地适宜性的最相关因素,其次是夏季气候湿度、生态区域和秋季平均最低气温。根据集合地理分布图预测,不列颠哥伦比亚省的沿海地区和内陆山谷以及华盛顿州的普吉特低地为太平洋蜱提供了最适合的栖息地。根据被动监测数据提交的蜱虫密度图被叠加在当前分布图上,显示了提交数量与栖息地适宜性之间的相关性。根据目前的气候变化预测,本世纪中叶的预测表明,蜱的分布范围将扩大,尤其是低度和中度适宜性分布区。在莱姆病风险方面,从主动和被动监测中发现的太平洋鼠,在 B. burgdorferi 检测中呈阳性的,都是在中度到高度适合太平洋鼠的地区。结论根据开发的模型,不列颠哥伦比亚省和华盛顿州内陆地区的太平洋鼠疫病适宜栖息地总面积将扩大。然而,由于太平洋蛙的感染率相对较低,因此风险仍然很小。要想更好地了解这种情况在未来会如何变化,还需要进一步的研究。
期刊介绍:
Vector-Borne and Zoonotic Diseases is an authoritative, peer-reviewed journal providing basic and applied research on diseases transmitted to humans by invertebrate vectors or non-human vertebrates. The Journal examines geographic, seasonal, and other risk factors that influence the transmission, diagnosis, management, and prevention of this group of infectious diseases, and identifies global trends that have the potential to result in major epidemics.
Vector-Borne and Zoonotic Diseases coverage includes:
-Ecology
-Entomology
-Epidemiology
-Infectious diseases
-Microbiology
-Parasitology
-Pathology
-Public health
-Tropical medicine
-Wildlife biology
-Bacterial, rickettsial, viral, and parasitic zoonoses