Ezanno Pauline, Lesnoff Matthieu
INRA, UMR1300 Bio-agression, Epidémiologie et Analyse de Risques, BP 40706, F-44307 Nantes, France.
J Theor Biol. 2009 Feb 21;256(4):493-503. doi: 10.1016/j.jtbi.2008.10.001. Epub 2008 Oct 15.
Contagious bovine pleuropneumonia (CBPP) is endemic in several developing countries. Our objective is to evaluate the regional CBPP spread and persistence in a mixed crop-livestock system in Africa. A stochastic compartmental model in metapopulation is used, in which between-herd animal movements and the within-herd infection dynamics are explicitly represented. Hundred herds of varying size are modelled, each sending animals to n other herds (network degree). Animals are susceptible, latent, infectious, chronic carrier or resistant. The role of chronic carriers in CBPP spread being still debated, several chronic periods and infectiousness are tested. A sensitivity analysis is performed to evaluate the influence on model outputs of these parameters and of pathogen virulence, between-herd movement rate, network degree, and calves recruitment. Model outputs are the probability that individual- and group-level reproductive numbers R(0) and R(*) are above one, the metapopulation infection duration, the probability of CBPP endemicity (when CBPP persists over 5 years), and the epidemic size in infected herds and infected animals. The most influential parameters are related to chronic carriers (infectiousness and chronic period), pathogen virulence, and recruitment rate. When assuming no CBPP re-introduction in the region, endemicity is only probable if chronic carriers are assumed infectious for at least 1 year and to shed the pathogen in not too low an amount. It becomes highly probable when assuming high pathogen virulence and high recruitment rate.
牛传染性胸膜肺炎(CBPP)在几个发展中国家呈地方流行。我们的目标是评估非洲农牧业混合系统中CBPP的区域传播和持续存在情况。我们使用了一个集合种群中的随机 compartmental 模型,其中明确表示了畜群间动物移动和畜群内感染动态。对100个不同规模的畜群进行建模,每个畜群向其他n个畜群输送动物(网络度)。动物分为易感、潜伏、感染、慢性携带者或抗性。慢性携带者在CBPP传播中的作用仍在争论中,测试了几种慢性期和传染性。进行了敏感性分析,以评估这些参数以及病原体毒力、畜群间移动率、网络度和犊牛补充对模型输出的影响。模型输出包括个体和群体水平繁殖数R(0)和R(*)大于1的概率、集合种群感染持续时间、CBPP地方流行的概率(当CBPP持续超过5年时)以及感染畜群和感染动物中的流行规模。最有影响力的参数与慢性携带者(传染性和慢性期)、病原体毒力和补充率有关。假设该地区没有CBPP再次引入,只有当假设慢性携带者具有至少1年的传染性且排出病原体的量不太低时,地方流行才有可能。当假设病原体毒力高和补充率高时,地方流行变得极有可能。