Modelling the continental-scale spread of Schmallenberg virus in Europe: Approaches and challenges

被引:18
|
作者
Gubbins, Simon [1 ]
Richardson, Jane [2 ]
Baylis, Matthew [3 ]
Wilson, Anthony J. [1 ]
Abrahantes, Jose Cortinas [2 ]
机构
[1] Pirbright Inst, Pirbright GU24 0NF, Surrey, England
[2] European Food Safety Author, I-43126 Parma, Italy
[3] Univ Liverpool, Inst Infect & Global Hlth, Dept Epidemiol & Populat Hlth, Neston CH64 7TE, Cheshire, England
基金
英国生物技术与生命科学研究理事会;
关键词
Epidemiology; Modelling; SBV; Bayesian methods; Under-ascertainment; BLUETONGUE VIRUS; TRANSMISSION; FARMS; ORTHOBUNYAVIRUS; EPIDEMIOLOGY; PARAMETERS; INFLUENZA; CATTLE;
D O I
10.1016/j.prevetmed.2014.02.004
中图分类号
S85 [动物医学(兽医学)];
学科分类号
0906 ;
摘要
Following its emergence in northern Europe in 2011 Schmallenberg virus (SBV), a vector-borne disease transmitted by the bites of Culicoides midges, has spread across much of the continent. Here we develop simple models to describe the spread of SBV at a continental scale and, more specifically, within and between NUTS2 regions in Europe. The model for the transmission of SBV between regions suggests that vector dispersal is the principle mechanism for transmission, even at the continental scale. The within-region model indicates that there is substantial heterogeneity amongst regions in the force of infection for cattle and sheep farms. Moreover, there is considerable under-ascertainment of SBV-affected holdings, though the level of under-ascertainment varies between regions. We contrast the relatively simple approach adopted in this study with the more complex continental-scale micro-simulation models which have been developed for pandemic influenza and discuss the strengths, weaknesses and data requirements of both approaches. (C) 2014 The Authors. Published by Elsevier B.V.
引用
收藏
页码:404 / 411
页数:8
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