Interuniversity Institute for Biostatistics and Statistical Bioinformatics (I-BIOSTAT), Hasselt University, Agoralaan 1, 3590 Diepenbeek, Belgium.
Prev Vet Med. 2013 Jun 1;110(2):149-58. doi: 10.1016/j.prevetmed.2012.11.026. Epub 2012 Dec 27.
In 2006, Bluetongue serotype 8 was notified for the first time in north-western Europe, more specifically in Belgium, the Netherlands, Luxemburg, Germany and France. The disease spread very rapidly, affecting mainly cattle and sheep farms. In this paper, we examined risk factors affecting the spatial incidence of reported Bluetongue events during the first outbreak in 2006. Previous studies suggested that the Bluetongue incidence was enhanced by environmental factors, such as temperature and wind speed and direction, as well as by human interventions, such as the transport of animals. In contrast to the previous studies, which were based on univariable analyses, a multivariable epidemiological analysis describing the spatial relationship between Bluetongue incidence and possible risk factors is proposed in this paper. This disentangles the complex interplay between different risk factors. Our model shows that wind is the most important factor affecting the incidence of the disease. In addition, areas with high precipitation are slightly more sensitive to the spread of the infection via the wind. Another important risk factor is the land cover; high-risk areas for infection being characterized by a fragmentation of the land cover, especially the combination of forests and urban areas. Precipitation and temperature are also significant risk factors. High precipitation in areas with a large coverage of forests and/or pasture increases the risk whereas high temperature increases the risk considerably in municipalities covered mainly with pasture. Local spread via the vector is strongest in areas with a large coverage of forests and smallest in highly urbanized areas. Finally, the transport of animals from infected areas is a risk factor.
2006 年,首次在西北欧(确切地说是在比利时、荷兰、卢森堡、德国和法国)通报了 8 型蓝舌病。该疾病迅速传播,主要影响牛和绵羊养殖场。本文研究了 2006 年首次暴发期间影响报告蓝舌病事件空间发病的风险因素。先前的研究表明,环境因素(如温度和风速及风向)以及人类干预(如动物运输)会增强蓝舌病的发病率。与之前基于单变量分析的研究不同,本文提出了一种多变量流行病学分析,用于描述蓝舌病发病率与可能的风险因素之间的空间关系。这种分析方法可以梳理出不同风险因素之间复杂的相互作用。我们的模型表明,风是影响疾病发病率的最重要因素。此外,降水较多的地区更容易受到通过风传播感染的影响。另一个重要的风险因素是土地覆盖;受感染的高风险地区的土地覆盖呈碎片化,特别是森林和城市地区的结合。降水和温度也是重要的风险因素。森林和/或牧场覆盖率高的地区降水多会增加风险,而主要覆盖牧场的城市高温会大大增加风险。通过媒介的本地传播在森林覆盖率高的地区最强,在高度城市化地区则最弱。最后,从感染地区运输动物也是一个风险因素。