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体细胞评分和加利福尼亚乳房炎检测在 Valle del Belice 奶绵羊中的受试者工作特征曲线。

Receiver-operating characteristic curves for somatic cell scores and California mastitis test in Valle del Belice dairy sheep.

机构信息

DEMETRA Department, Università degli Studi di Palermo, Viale delle Scienze, 90128 Palermo, Italy.

出版信息

Vet J. 2013 Jun;196(3):528-32. doi: 10.1016/j.tvjl.2012.11.010. Epub 2013 Jan 12.

DOI:10.1016/j.tvjl.2012.11.010
PMID:23317658
Abstract

Using receiver-operating characteristic (ROC) curve methodology this study was designed to assess the diagnostic effectiveness of somatic cell count (SCC) and the California mastitis test (CMT) in Valle del Belice sheep, and to propose and evaluate threshold values for those tests that would optimally discriminate between healthy and infected udders. Milk samples (n=1357) were collected from 684 sheep in four flocks. The prevalence of infection, as determined by positive bacterial culture was 0.36, 87.7% of which were minor and 12.3% major pathogens. Of the culture negative samples, 83.7% had an SCC<500,000/mL and 97.4% had <1,000,000cells/mL. When the associations between SC score (SCS) and whole sample status (culture negative vs. infected), minor pathogen status (culture negative vs. infected with minor pathogens), major pathogen status (culture negative vs. infected with major pathogens), and CMT results were evaluated, the estimated area under the ROC curve was greater for glands infected with major compared to minor pathogens (0.88 vs. 0.73), whereas the area under the curve considering all pathogens was similar to the one for minor pathogens (0.75). The estimated optimal thresholds were 3.00 (CMT), 2.81 (SCS for the whole sample), 2.81 (SCS for minor pathogens), and 3.33 (SCS for major pathogens). These correctly classified, respectively, 69.0%, 73.5%, 72.6% and 91.0% of infected udders in the samples. The CMT appeared only to discriminate udders infected with major pathogens. In this population, SCS appeared to be the best indirect test of the bacteriological status of the udder.

摘要

本研究采用受试者工作特征(ROC)曲线方法,旨在评估体细胞计数(SCC)和加利福尼亚乳房炎检测(CMT)在 Valle del Belice 绵羊中的诊断效果,并为这些检测方法提出和评估最佳阈值,以最佳地区分健康和感染的乳房。从四个羊群中采集了 684 只绵羊的 1357 个牛奶样本。通过阳性细菌培养确定的感染患病率为 0.36,其中 87.7%为轻度病原体,12.3%为重度病原体。在培养阴性的样本中,83.7%的 SCC<500,000/mL,97.4%的 SCC<1,000,000 细胞/mL。当评估 SCC 评分(SCS)与全样本状态(培养阴性与感染)、轻度病原体状态(培养阴性与感染轻度病原体)、重度病原体状态(培养阴性与感染重度病原体)之间的关联时,重度病原体感染的乳腺的 ROC 曲线下面积大于轻度病原体感染的乳腺(0.88 比 0.73),而考虑所有病原体的曲线下面积与轻度病原体相似(0.75)。估计的最佳阈值分别为 3.00(CMT)、2.81(全样本的 SCS)、2.81(轻度病原体的 SCS)和 3.33(重度病原体的 SCS)。这些阈值分别正确分类了样本中 69.0%、73.5%、72.6%和 91.0%的感染乳房。CMT 似乎仅能区分感染重度病原体的乳房。在该人群中,SCS 似乎是乳房细菌状况的最佳间接检测方法。

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