Verdugo Cristobal, Toft Nils, Nielsen Søren Saxmose
Instituto de Medicina Preventiva Veterinaria, Universidad Austral de Chile, Valdivia, Chile.
Technical University of Denmark, National Veterinary Institute, Bülowsvej 27, DK-1870 Frederiksberg C, Denmark.
Prev Vet Med. 2015 Oct 1;121(3-4):282-7. doi: 10.1016/j.prevetmed.2015.07.012. Epub 2015 Jul 31.
This study aimed to estimate the between- (HTP) and within- (TP) herd true prevalence distribution of Mycobacterium avium subsp. paratuberculosis (MAP) infection in dairy cattle herds participating in the Danish MAP control programme. All herds enrolled in the programme between 2011 and 2013 were included in the analysis, and one annual milk-ELISA test of all lactating cows present in such herds was considered. A Bayesian latent class model was used to obtain HTP and TP posterior distributions for each year. The model adjusts for uncertainty in age-specific test sensitivity and prior prevalence estimates. Bayesian posterior probabilities were computed in order to compare prevalence between the years. A total of 665,700 samples were included in the study, from 221,914, 224,040, and 220,466 cows sourced from 1138, 1112, and 1059 herds in years 2011, 2012, and 2013, respectively. In that period, HTP estimates of 0.92 (95% posterior probability interval (PPI), 0.87-0.96), 0.78 (95% PPI, 0.74-0.83), and 0.75 (95% PPI, 0.71-0.78) were recorded, respectively. Low TP were observed, with population mean estimates of 0.08 (95% PPI, 0.07-0.08), 0.07 (95% PPI, 0.07-0.08), and 0.07 (95% PPI, 0.06-0.07) for the three consecutive years. Statistically-important differences were recorded for HTP and population mean TP estimates between years, indicating a trend for a decreasing level of MAP infection at both herd and animal level. Model results showed that MAP infection was widespread among the Dairy cattle herds participating in the Danish control programme, though in general it was kept at very low levels.
本研究旨在估计参与丹麦副结核分枝杆菌控制计划的奶牛群中禽分枝杆菌副结核亚种(MAP)感染的群间(HTP)和群内(TP)真实流行率分布。分析纳入了2011年至2013年期间参与该计划的所有牛群,并考虑了这些牛群中所有泌乳奶牛的一次年度牛奶ELISA检测。使用贝叶斯潜在类别模型来获得每年的HTP和TP后验分布。该模型针对年龄特异性检测敏感性和先前流行率估计中的不确定性进行了调整。计算贝叶斯后验概率以比较各年份之间的流行率。该研究共纳入665,700份样本,分别来自2011年、2012年和2013年的1138个、1112个和1059个牛群中的221,914头、224,040头和220,466头奶牛。在该时期,HTP估计值分别为0.92(95%后验概率区间(PPI),0.87 - 0.96)、0.78(95% PPI,0.74 - 0.83)和0.75(95% PPI,0.71 - 0.78)。观察到较低的TP,连续三年的总体均值估计分别为0.08(95% PPI,0.07 - 0.08)、0.07(95% PPI,0.07 - 0.08)和0.07(95% PPI,0.06 - 0.07)。各年份之间HTP和总体均值TP估计值存在统计学上的显著差异,表明在群水平和个体水平上MAP感染水平均呈下降趋势。模型结果表明,MAP感染在参与丹麦控制计划的奶牛群中广泛存在,尽管总体上保持在非常低的水平。