somatic cell count

体细胞计数
  • 文章类型: Journal Article
    这项研究测量了威斯康星州奶牛场样本的动态技术和乳房健康管理效率低下。Udder健康管理效率低下被定义为与样本中最佳实践农民相比,农民未能达到较低水平的牛奶体细胞计数。该研究提出将体细胞计数作为不良输出进行处理。我们使用动态方向距离函数来衡量效率低下,该函数同时考虑了理想产出和资本资产投资的扩展,以及不希望的产出和可变投入的收缩。第二步,使用bootstrap截断回归分析了导致动态技术和乳房健康管理效率低下的差异的因素.结果表明,样本农民的乳房健康管理效率低下得分明显高于技术效率低下得分。第二阶段分析结果表明,技术效率低下受夏季降水和农户财务特征的影响,并且是区域异质性的。Udder健康管理效率低下受到夏季温度和非农业收入的影响。通过在这项研究中对农场的技术和乳房健康管理效率低下进行排名,我们允许低效的农场将他们的表现与高效的同行进行比较,从而确定生产和乳房健康管理改进工作的目标。最后,虽然我们的研究集中在农民在乳房健康管理方面的表现,提出的建模框架可以应用于其他动物疾病和福利条件的管理。
    This study measures the dynamic technical and udder health management inefficiencies of a sample of Wisconsin dairy farms. Udder health management inefficiency is defined as a farmer\'s failure to achieve lower levels of milk somatic cell counts compared with those of the best-practice farmers within the sample. The study proposes the treatment of somatic cell count as an undesirable output. We measured inefficiency using a dynamic directional distance function that accounts simultaneously for the expansion of desirable outputs and investments in capital assets, and contraction of undesirable output and variable inputs. In a second step, a bootstrap truncated regression was used to analyze factors that cause differences in dynamic technical and udder health management inefficiencies. Results showed that the sample farmers had considerably higher udder health management inefficiency scores than technical inefficiency scores. The results of the second-stage analysis indicated that technical inefficiency was influenced by summer precipitation and farmers\' financial characteristics, and was regionally heterogeneous. Udder health management inefficiency was affected by summer temperature and nonfarm income. By ranking farms in this study in terms of technical and udder health management inefficiency, we allowed inefficient farms to compare their performance with that of their efficient peers, and thus identify targets for production and udder health management improvement efforts. Finally, although our study focused on farmers\' performances with respect to udder health management, the proposed modeling framework can be applied to the management of other animal diseases and welfare conditions.
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  • 文章类型: Evaluation Study
    我们的目标是在季度和复合水平上评估200,000个细胞/mL体细胞计数(SCC)的切点,以确定其在识别纽约中部一个商业乳牛群中的亚临床乳腺炎感染方面的有效性。来自107头荷斯坦奶牛的牛奶样品用于分析。所有奶牛都有资格注册,只要它们有4个工作的乳房宿舍,在牛奶中>14和<365天,并且在采样前d没有临床乳腺炎事件或乳房内抗生素治疗≤14d。分析了来自34只初产和73只多产动物的428个四分之一和107个复合样品的总SCC和有氧培养。针对黄金标准有氧培养物评估SCC用于鉴定亚临床感染动物的性能。在季度和复合基础上,200,000个细胞/mL切点的灵敏度为28.6%,在季度和综合基础上,特异性分别为91.5%和87.3%,分别。在四分之一的基础上确定的受试者工作特征(ROC)曲线发现,优化阳性培养物的灵敏度和特异性的切点为32,000细胞/mL,灵敏度为76.2%,特异性为62.4%,曲线下面积(AUC)为0.73。优化复合样品的灵敏度和特异性的ROC曲线切点为75,000个细胞/mL,灵敏度为57.1%,特异性为78.9%,AUC为0.67。大部分培养阳性初产奶牛(38%)的SCC较低(四分之一的中位数为101,000个细胞/mL,复合水平为80,000个细胞/mL),因此,当多胎母牛单独检查时,在四分之一的基础上优化灵敏度和特异性的切点增加到645,000个细胞/mL,相应的灵敏度为34.8%,特异性为97.5%,AUC为0.65。在综合基础上,基于多胎母牛的切割点是152,000个细胞/mL,相应的灵敏度为60.0%,特异性为82.0%,AUC为0.65。我们的数据表明,200,000细胞/mL切点在识别亚临床感染的动物方面效率低下,无论采用季度抽样还是综合抽样。亚临床感染的患病率低以及次要病原体的比例大,尤其是在初产动物中,造成了这种低效率。本案例研究提供了证据,随着乳腺炎控制的持续改善和主要乳腺炎病原体的减少,总体切点可能不再像以前那样提供相同的诊断有用性.
    Our objective was to evaluate a 200,000 cells/mL somatic cell count (SCC) cut-point on both the quarter and composite level to determine its effectiveness at identifying subclinical mastitis infections in one commercial dairy herd in Central New York. Milk samples from 107 Holstein cows were used for analysis. All cows were eligible for enrollment provided they had 4 working udder quarters, were >14 and <365 d in milk, and had no clinical mastitis event or treatment with intramammary antibiotics ≤14 d prior to d of sampling. A total of 428 quarter and 107 composite samples from 34 primiparous and 73 multiparous animals were analyzed for total SCC and aerobic culture. Performance of SCC for identification of subclinically infected animals was evaluated against the gold standard aerobic culture. Sensitivities for a 200,000 cells/mL cut-point on both the quarter and composite basis were 28.6%, and specificities were 91.5% and 87.3% on the quarter and composite basis, respectively. Receiver operating characteristic (ROC) curves determined on a quarter basis found the cut-point that optimized the sensitivity and specificity of a positive culture was 32,000 cells/mL, with a sensitivity of 76.2%, a specificity of 62.4%, and an area under the curve (AUC) of 0.73. The ROC curve cut-point that optimized the sensitivity and specificity for the composite samples was 75,000 cells/mL, with a sensitivity of 57.1%, a specificity of 78.9%, and an AUC of 0.67. A large proportion of culture positive primiparous cows (38%) had low SCC (median of 101,000 cells/mL on the quarter and 80,000 cells/mL on the composite level), and therefore, when multiparous cows were examined separately, the cut-point that optimized sensitivity and specificity on the quarter basis increased to 645,000 cells/mL with a corresponding sensitivity of 34.8%, specificity of 97.5%, and AUC of 0.65. On the composite basis, the cut-point based on multiparous cows only was 152,000 cells/mL, with a corresponding sensitivity of 60.0%, and specificity of 82.0%, and an AUC of 0.65. Our data indicate that the 200,000 cells/mL cut-point was inefficient in identifying subclinically infected animals, regardless of whether quarter or composite sampling was used. The low prevalence of subclinical infections as well as the large proportion of minor pathogens, especially in primiparous animals, contributed to this inefficiency. This case study provides evidence that, with continued improvement upon mastitis control and reduction in major mastitis pathogens, blanket cut-points may no longer provide the same diagnostic usefulness as they once did.
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  • 文章类型: Journal Article
    2008年,瑞士实施了一项强制性根除牛腹泻病毒(BVD)的计划。在2008年至2012年之间,测试了所有牛抗BVDV的抗原或抗体。到2012年,大多数农场的根除工作已经完成。持续感染(PI)新生小牛的患病率从2008年的1.4%下降到2012年的<0.02%。本研究的目的是评估BVD根除对不同动物健康参数的影响,已经完成根除计划的瑞士奶牛群的生产和繁殖力。使用来自两个时期的数据进行了匹配的病例对照研究,根除活动期之前(第1期)和之后(第2期)。病例农场在根除之前或期间至少检测到两只PI动物;对照无BVD,并与地区相匹配。牧群的大小和高山牧场的使用。总共招募了110名农民(55对)。在电话采访中,一份关于农场特色的问卷,动物健康和对BVD根除计划的赞赏被填写。还分析了育种数据和牛奶测试日记录。首先比较(i)根除前的病例群和对照群之间的参数,和(Ii)仅适用于病例群的第1期和第2期。牛奶产量(MY),散装牛奶体细胞计数(BMSCC),亚临床乳腺炎(SCM)的患病率,和无回报率(NRR)在至少一个单变量比较中显示p值<0.25,因此使用多级混合效应模型进行了进一步分析,以说明随时间的重复测量。为了评估健康状况随时间的变化是否归因于BVD根除,创建了一个期间和组(病例-对照)之间的交互变量(IA).除了我的,IA对于所有建模的参数都很重要。尽管总体p值为0.27,但根除后病例群的MY往往较高(β=0.53,p=0.050)。对于BMSCC和SCM,病例群在两个时期都比对照值高;对照群中的乳房健康状况显着改善,病例群中的乳房健康状况保持稳定,BMSCC略有下降(β=-0.19,p=0.010)。最后,在生育率参数中,NRR显示出总体改善,但仅在对照牛群中显着(β=0.29,p=0.019)。尽管在这项研究中测量的根除计划的效果没有预期的那么明显,这项研究的73%的参与者对这项运动持积极态度。
    An obligatory eradication programme for Bovine Virus Diarrhoea (BVD) was implemented in Switzerland in 2008. Between 2008 and 2012, all bovines were tested for antigen or antibodies against BVDV. By the year 2012, eradication was completed in the majority of farms. A decrease of the prevalence of persistently infected (PI) newborn calves was observed from 1.4% in 2008 to <0.02% in 2012. The objective of the present study was to assess the effects of BVD eradication on different parameters of animal health, production and fertility in Swiss dairy herds which had completed the eradication programme. A matched case-control study was carried out using data from two periods, before (Period 1) and after (Period 2) the active phase of eradication. Case farms had at least two PI animals detected before or during the eradication; controls were BVD-free and matched for region, herd size and use of alpine pasture. A total of 110 farmers (55 pairs) were recruited. During a phone interview, a questionnaire about farm characteristics, animal health and appreciation of the BVD eradication programme was filled in. Breeding data and milk test day records were also analyzed. Parameters were first compared between (i) case and control herds before eradication, and (ii) Period 1 and Period 2 for case herds only. Milk yield (MY), bulk milk somatic cell count (BMSCC), prevalence of subclinical mastitis (SCM), and non-return rate (NRR) showed a p-value<0.25 in at least one of the univariable comparisons and were thus further analyzed with a multilevel mixed-effects model to account for repeated measures over time. In order to assess whether changes in health status over time were due to BVD eradication, an interaction variable between period and group (case-control) was created (IA). Except for MY, the IA was significant for all parameters modelled. Despite an overall p-value of 0.27, case herds tended to have a higher MY after eradication (β=0.53, p=0.050). For BMSCC and SCM, case herds had higher values than controls in both periods; udder health was significantly improved in control herds and it remained stable in case herds, with a slight decrease of BMSCC (β=-0.19, p=0.010). Finally, among fertility parameters, NRR showed a general improvement but it was significant only in control herds (β=0.29, p=0.019). Even though the effects of the eradication programme measured in this study were less pronounced than expected, 73% of the participants of this study had a positive attitude towards the campaign.
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