Stevenson M A, Morris R S, Lawson A B, Wilesmith J W, Ryan J B M, Jackson R
EpiCentre, Institute of Veterinary, Animal, and Biomedical Sciences, Massey University, Private Bag 11-222, Palmerston North, New Zealand.
Prev Vet Med. 2005 Jun 10;69(1-2):129-44. doi: 10.1016/j.prevetmed.2005.01.016. Epub 2005 Feb 22.
In this paper we investigate area-level risk factors for BSE for the cattle population present in Great Britain between 1986 and 1997. By dividing this population into two birth cohorts, those born before the July 1988 ban on feeding ruminant-derived meat and bone meal to ruminants and those born after, second-order regional influences are distinguished from the strong first-order south-to-north gradient of area-level BSE risk using Bayesian hierarchical models that account for structured (spatially correlated) and unstructured heterogeneity in the data. For both cohorts area-level risk of BSE was increased by a more southerly location and greater numbers of dairy cattle, relative to non-dairy cattle. For the cohort of cattle born after the July 1988 ban on feeding ruminant-derived meat and bone meal area-level BSE risk was additionally associated with greater numbers of pigs, relative to cattle. These findings support the role of low level cross-contamination of cattle feed by pig feed as an influence on BSE incidence risk as the epidemic evolved. Prior to the 1988 meat and bone meal ban unexplained BSE risk was relatively uniformly distributed across the country whereas after the ban there were spatially aggregated areas of unexplained risk in the northern and eastern regions of England suggesting that local influences allowed BSE control measures to be less-successfully applied in these areas, compared with the rest of the country. We conclude that spatially localised influences were operating in divergent ways during the two phases of the epidemic.
在本文中,我们研究了1986年至1997年期间英国牛群中牛海绵状脑病(BSE)的区域层面风险因素。通过将该牛群分为两个出生队列,即1988年7月禁止用反刍动物源性肉骨粉喂养反刍动物之前出生的牛群和之后出生的牛群,利用贝叶斯分层模型区分二阶区域影响与区域层面BSE风险从南到北的强烈一阶梯度,该模型考虑了数据中的结构化(空间相关)和非结构化异质性。对于两个队列,相对于非奶牛,BSE的区域层面风险因更偏南的地理位置和更多的奶牛数量而增加。对于1988年7月禁止用反刍动物源性肉骨粉喂养后出生的牛群,相对于牛的数量,BSE的区域层面风险还与更多的猪的数量相关。随着疫情的发展,这些发现支持了猪饲料对牛饲料的低水平交叉污染对BSE发病风险的影响作用。在1988年肉骨粉禁令之前,无法解释的BSE风险在全国相对均匀分布,而禁令之后,在英格兰北部和东部地区存在无法解释风险的空间聚集区域,这表明与该国其他地区相比,当地的影响使得BSE控制措施在这些地区的应用效果较差。我们得出结论,在疫情的两个阶段,空间局部影响以不同方式发挥作用。