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利用混合牛奶样本中的体细胞总数和差异体细胞计数来检测个体奶牛的乳腺炎。

Use of total and differential somatic cell counts from composite milk samples to detect mastitis in individual cows.

作者信息

Dohoo I R, Meek A H, Martin S W, Barnum D A

出版信息

Can J Comp Med. 1981 Jan;45(1):8-14.

Abstract

The objective of this study was to ascertain the value of variables measured on composite milk samples as predictors of mastitis in individual cows. The standard of comparison was the results obtained from the bacteriological examination of individual quarter foremilk samples. Cows were classified as negative or positive with regard to mastitis on the basis of one quarter sampling only and cows which were impossible to classify in this manner were omitted from subsequent analyses. The variables that were examined were: the presence or absence of specific bacteria, demographic data, and logarithmically transformed total somatic cell counts and percentages of cell volume in channels 7 through 12 of a Coulter Counter. It was found that the inclusion of all variables resulted in correct classification of 95.9% of cows with regard to their mastitis status. Sequential elimination of individual variables or groups of variables in an attempt to simplify the procedure reduced the correct classification to 86.8% when only the log transformation of the total somatic cell count and the demographic data were included. The ability of a function which included the logarithm of the total somatic cell count, the logarithm of the percentage in channel 8 and demographic data, to classify cows was examined in detail and the sensitivity and specificity of the function also discussed. It is also shown that with increasing age the minimum total somatic cell count required to classify a cow as positive increased and possible explanations of this phenomenon are discussed.

摘要

本研究的目的是确定对混合牛奶样本进行测量的变量作为个体奶牛乳腺炎预测指标的价值。比较的标准是从个体四分之一前乳样本的细菌学检查中获得的结果。仅根据一次四分之一采样将奶牛分为乳腺炎阴性或阳性,无法以这种方式分类的奶牛被排除在后续分析之外。所检查的变量包括:特定细菌的有无、人口统计学数据,以及库尔特计数器7至12通道中对数转换后的总体细胞计数和细胞体积百分比。结果发现,纳入所有变量后,95.9%的奶牛乳腺炎状态得到了正确分类。为简化程序而依次剔除单个变量或变量组后,仅纳入总体细胞计数的对数转换和人口统计学数据时,正确分类率降至86.8%。详细研究了一个包含总体细胞计数的对数、8通道百分比的对数和人口统计学数据的函数对奶牛进行分类的能力,并讨论了该函数的敏感性和特异性。研究还表明,随着年龄的增长,将奶牛分类为阳性所需的最低总体细胞计数增加,并对这一现象的可能解释进行了讨论。

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