Bekara M E A, Azizi L, Bénet J-J, Durand B
University Paris-Est, French Agency for Food, Environmental and Occupational Health and Safety (Anses), Epidemiology Unit, Animal Health Laboratory, Maisons-Alfort, France.
Animal Epidemiology Unit, INRA Clermont-Ferrand-Theix/MRC Biostatistics Unit, Cambridge, UK.
Transbound Emerg Dis. 2016 Feb;63(1):101-13. doi: 10.1111/tbed.12224. Epub 2014 Apr 16.
We analysed the spatiotemporal variations of bovine tuberculosis (bTB) incidence between 1965 and 2000 in France at the department level (95 areas). Using a Bayesian space-time model, we studied the association between the evolution of bTB incidence and changes of cattle population structure and of herd management practices. Several spatiotemporal hierarchical Bayesian models were compared, and the deviance information criterion was used to select the best of them. Southern France remained a high-risk area over the analysed period, whereas central and western regions were low-risk areas. Besides the frequency of tuberculin skin testing (fixed according to bTB incidence in the preceding years), four factors were associated with an increased risk of bTB: the average herd density and size, the percentage of dairy cows in the cattle population, and the percentage of permanent grassland in cultivated surfaces area. These four factors are linked to the progressive professionalization and specialization of cattle farming, with the disappearance of family farms and of the intensification of breeding systems (especially in dairy farms after the application of the milk quota system in the 1980s). Both trends probably played a significant role in reducing the risk of bTB in France between 1965 and 2000, besides mandatory detection and control procedures.
我们分析了1965年至2000年间法国省一级(95个地区)牛结核病(bTB)发病率的时空变化。我们使用贝叶斯时空模型,研究了牛结核病发病率的演变与牛群结构变化以及畜群管理做法之间的关联。比较了几个时空层次贝叶斯模型,并使用偏差信息准则来选择其中最佳的模型。在分析期内,法国南部仍是高风险地区,而中部和西部地区则是低风险地区。除了结核菌素皮肤试验的频率(根据前几年的牛结核病发病率固定)外,有四个因素与牛结核病风险增加相关:平均畜群密度和规模、牛群中奶牛的百分比以及耕地面积中永久草地的百分比。这四个因素与养牛业的逐步专业化和专门化相关,家庭农场消失,养殖系统集约化(特别是在20世纪80年代实施牛奶配额制度后的奶牛场)。除了强制性检测和控制程序外,这两种趋势可能在1965年至2000年间降低法国牛结核病风险方面发挥了重要作用。