Division of Livestock Sciences, Department of Sustainable Agricultural Systems, University of Natural Resources and Life Sciences, Gregor-Mendel-Str 33, 1180 Vienna, Austria.
J Dairy Sci. 2010 Dec;93(12):5987-95. doi: 10.3168/jds.2010-3451.
The objectives of this study were to investigate genetic associations between clinical mastitis (CM) and different somatic cell count traits, and to examine their relationships, in terms of estimated breeding values, with other traits that are routinely evaluated in Austrian Fleckvieh dual-purpose cows. Records on veterinary treatments of CM were available from the Austrian health-monitoring project. For CM, 3 intervals in early lactation were considered: -10 to 50 d, 51 to 150 d, and -10 to 150 d after calving. Within each interval, absence or presence of CM was scored as 1 or 0 based on whether or not the cow had recorded at least one veterinary treatment of CM. The average somatic cell score of the first 2 test-days after calving was defined as early lactation average somatic cell score, and lactation mean somatic cell score was the average of all test-day somatic cell scores from 8 to 305 d after calving. Subclinical mastitis was expressed as a binary trait based on prolonged elevated somatic cell counts. If somatic cell counts on 3 consecutive test-days in the interval from 8 to 305 d after calving were above 200,000 cells/mL, the binary variable subclinical mastitis was defined as 1 and otherwise 0. Records of Austrian Fleckvieh cows, with calving from January 1, 2007, to February 28, 2009, were analyzed using univariate and bivariate sire models. Threshold liability models were applied for binary traits, and Gaussian models were used for early lactation average somatic cell score and lactation mean somatic cell score. A Bayesian approach using Gibbs sampling was applied for genetic analyses. Posterior means of heritability of liability to CM were 0.06 and 0.02 in the first and second interval, respectively, and 0.05 in the full period (-10 to 150 d). Heritability estimates of somatic cell count traits were higher (0.09 to 0.13). The posterior mean of the genetic correlation between CM in lactation period 1 (-10 to 50 d after calving) and 2 (51 to 150 d after calving) was close to unity. Posterior means of genetic correlations between CM and somatic cell count traits ranged from 0.64 to 0.77. Because CM and somatic cell count describe different aspects of udder health, information on both traits should be considered for selection of bulls. Correlations of sire breeding values revealed that especially the udder conformation trait udder depth may be useful as additional information to reduce both CM and somatic cell count.
本研究旨在探讨临床乳腺炎(CM)与不同体细胞计数性状之间的遗传关联,并从估计育种值的角度研究它们与奥弗霍芬奶牛常规评估的其他性状之间的关系。CM 的兽医治疗记录可从奥地利健康监测项目中获得。CM 考虑了泌乳早期的 3 个间隔:-10 至 50 天、51 至 150 天和-10 至 150 天。在每个间隔内,根据牛是否至少记录了一次 CM 的兽医治疗,将 CM 的存在或不存在评分 1 或 0。产后第 2 天的平均体细胞评分定义为泌乳早期平均体细胞评分,泌乳期平均体细胞评分是产后第 8 至 305 天所有测试日体细胞评分的平均值。亚临床乳腺炎是根据延长的体细胞计数升高表示的二元性状。如果产后第 8 至 305 天间隔内连续 3 天的体细胞计数高于 200,000 个细胞/ml,则将二元变量亚临床乳腺炎定义为 1,否则为 0。分析了 2007 年 1 月 1 日至 2009 年 2 月 28 日出生的奥弗霍芬奶牛的记录,使用单变量和双变量 sire 模型进行分析。对于二元性状,应用阈值似然模型,对于泌乳早期平均体细胞评分和泌乳期平均体细胞评分,应用高斯模型。使用 Gibbs 抽样的贝叶斯方法进行遗传分析。CM 易感性的后验均值分别为 0.06 和 0.02,分别为第一和第二间隔,0.05 为整个间隔(-10 至 150 天)。体细胞计数性状的遗传力估计值较高(0.09 至 0.13)。CM 在泌乳期 1(产后-10 至 50 天)和 2(产后 51 至 150 天)之间的遗传相关性的后验均值接近 1。CM 与体细胞计数性状之间的遗传相关性的后验均值范围为 0.64 至 0.77。由于 CM 和体细胞计数描述了乳房健康的不同方面,因此应该考虑这两个性状的信息来选择公牛。 sire 育种值的相关性表明,特别是乳房形态性状乳房深度可能是有用的附加信息,可用于减少 CM 和体细胞计数。