Pan American Foot-and-Mouth Disease Center (PANAFTOSA) - PAHO/WHO, Duque de Caxias, RJ, Brazil.
Infect Genet Evol. 2013 Jan;13:76-88. doi: 10.1016/j.meegid.2012.08.016. Epub 2012 Sep 15.
Foot-and-mouth disease virus (FMDV) is the causative agent of the most important disease of domestic cattle, foot-and-mouth disease. In Ecuador, FMDV is maintained at an endemic state, with sporadic outbreaks. To unravel the tempo and mode of FMDV spread within the country we conducted a Bayesian phylogeographic analysis using a continuous time Markov chain (CTMC) to model the diffusion of FMDV between Ecuadorian provinces. We implement this framework through Markov chain Monte Carlo available in the BEAST package to study 90 FMDV serotype O isolates from 17 provinces in the period 2002-2010. The Bayesian approach also allowed us to test hypotheses on the mechanisms of viral spread by incorporating environmental and epidemiological data in our prior distributions and perform Bayesian model selection. Our analyses suggest an intense flow of viral strains throughout the country that is possibly coupled to animal movements and ecological factors, since most of inferred viral spread routes were in Coast and Highland regions. Moreover, our results suggest that both short- and long-range spread occur within Ecuador. The province of Esmeraldas, in the border with Colombia and where most animal commerce is done, was found to be the most probable origin of the circulating strains, pointing to a transboundary behavior of FMDV in South America. These findings suggest that uncontrolled animal movements can create a favorable environment for FMDV maintenance and pose a serious threat to control programmes. Also, we show that phylogeographic modeling can be a powerful tool in unraveling the spatial dynamics of viruses and potentially in controlling the spread of these pathogens.
口蹄疫病毒(FMDV)是引起家畜最严重疾病——口蹄疫的病原体。在厄瓜多尔,口蹄疫呈地方性流行,偶有爆发。为了揭示 FMDV 在国内的传播速度和模式,我们采用连续时间马尔可夫链(CTMC)贝叶斯系统地理学分析方法,对 2002-2010 年期间来自厄瓜多尔 17 个省的 90 个 O 型血清 FMDV 分离株进行扩散建模。我们利用 BEAST 软件包中的马尔可夫链蒙特卡罗方法实现了这一框架,以研究 2002-2010 年期间来自厄瓜多尔 17 个省的 90 个 O 型血清 FMDV 分离株。贝叶斯方法还允许我们通过将环境和流行病学数据纳入先验分布来检验病毒传播机制的假设,并进行贝叶斯模型选择。我们的分析表明,病毒株在全国范围内呈高强度流动,这可能与动物迁徙和生态因素有关,因为推断出的大多数病毒传播途径都在沿海和高地地区。此外,我们的结果表明,厄瓜多尔境内存在短距离和长距离传播。在与哥伦比亚接壤的边境省份埃斯梅拉达斯,发现了最有可能是流行株的起源地,这表明 FMDV 在南美洲具有跨境行为。这些发现表明,不受控制的动物迁徙可能为 FMDV 的维持创造有利环境,并对控制计划构成严重威胁。此外,我们还表明,系统地理学建模可以成为揭示病毒空间动态的有力工具,并有可能控制这些病原体的传播。