Nielsen Liza Rosenbaum, Ersbøll Annette Kjaer
Department of Large Animal Sciences, The Royal Veterinary and Agricultural University, Grønnegårdsvej 8, 1870 Frederiksberg C, Denmark.
Prev Vet Med. 2005 May 10;68(2-4):165-79. doi: 10.1016/j.prevetmed.2004.12.006.
Our objective was to determine factors that contribute to variation in bulk-tank-milk Salmonella Dublin enzyme-linked immunosorbent assays (ELISA) corrected optic-density measurements (ODC%) in dairy herds. We constructed hierarchical mixed models with repeated bulk-tank-milk ELISA ODC% in 31 Danish dairy herds. Four models included different combinations of explanatory factors, and we compared how well these models described the variation in the data. Herd was included as a random effect nested within Salmonella status and barn type. Detection of Salmonella Dublin or Salmonella Typhimurium by bacteriological culture of individual faecal samples or of slurry samples was associated with higher bulk-tank-milk ELISA ODC%, as was apparent Salmonella prevalence, the mean ELISA ODC% or mean-yield-corrected ELISA ODC% in milk samples collected from all individual cows. However, combinations of risk factors that included number or prevalence of cows with a very high ELISA ODC% provided better models, indicating that the effect of the cow-level explanatory variables on the bulk-tank-milk ELISA ODC% was related to the activity of the infection in the herd. Barn type (loose housing or tie stalls) was not associated with the variation in bulk-tank-milk ELISA ODC% in these models, which might be useful in planning of surveillance programs and intervention strategies.
我们的目标是确定导致奶牛场散装罐牛奶中都柏林沙门氏菌酶联免疫吸附测定(ELISA)校正光密度测量值(ODC%)出现差异的因素。我们构建了分层混合模型,纳入了31个丹麦奶牛场重复的散装罐牛奶ELISA ODC%数据。四个模型包含不同的解释因素组合,我们比较了这些模型对数据差异的描述程度。牛群作为嵌套在沙门氏菌状态和牛舍类型中的随机效应纳入模型。通过对个体粪便样本或粪便浆样本进行细菌培养检测到都柏林沙门氏菌或鼠伤寒沙门氏菌,与较高的散装罐牛奶ELISA ODC%相关,从所有个体奶牛采集的牛奶样本中的明显沙门氏菌患病率、平均ELISA ODC%或平均产量校正ELISA ODC%也是如此。然而,包含ELISA ODC%非常高的奶牛数量或患病率的风险因素组合能提供更好的模型,这表明奶牛水平的解释变量对散装罐牛奶ELISA ODC%的影响与牛群中感染活动有关。在这些模型中,牛舍类型(散栏饲养或拴系牛栏)与散装罐牛奶ELISA ODC%的差异无关,这可能对监测计划和干预策略的制定有用。