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A comparison of udder health trait definitions in German Holstein dairy cattle based on mastitis treatment data

机译:基于乳腺炎治疗数据的德国荷斯坦奶牛乳房健康性状定义的比较

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摘要

Udder diseases are a major problem in dairy cattle herds. Apart from the improvement of hygiene and food quality, udder health can be improved by genetic selection. This study used disease treatment data of 29,698 Holstein cows from 21 German contract testing herds to evaluate different trait definitions with respect to variance components, breeding values, and genetic correlations to somatic cell score (SCS) and milk yield. Considering the first 305 days of a lactation, four traits were defined: a binary trait, the number of udder health treatments (TRS), the number of sickness periods (NUMS) and the days a cow was considered to be sick. Additionally the number of treatments and the number of sickness periods defined from the treatments were analyzed based on a model with an underlying Poisson distribution. Results from analyses with single and multiple trait sire and animal models showed low heritabilities, ranging from 0.05 to 0.13. The genetic correlation of 305 day average somatic cell score with all disease treatment traits defined in this study was high but differed clearly from one. Genetic correlations with 305 day milk yield were unfavorable and remarkably higher than genetic correlations of SCS with milk yield. Reliabilities of estimated breeding values (EBV) were the highest for NUMS. Spearman correlations of EBV for binary and linear trait definitions differed considerably from unity. Correlations of EBV between the disease treatment traits defined in this study and SCS were similar to genetic correlations. An exception was found for the correlation between EBV of TRS and SCS (0.46) which was remarkably lower than the corresponding genetic correlation. In summary, this study demonstrates the differences between various disease treatment traits as well as the benefits of using a more precise trait definition instead of the binary option. Despite the lower heritabilities, the discrepancy between the correlations of disease treatment traits and SCS to milk yield showed the necessity to include disease treatment traits, i.e. case data on mastitis, into breeding objectives and selection indices
机译:在奶牛群中,乳房疾病是一个主要问题。除了改善卫生和食品质量外,还可通过基因选择改善乳房健康。这项研究使用了来自21个德国合同测试牛群的29698头荷斯坦奶牛的疾病治疗数据,以评估方差成分,育种值以及与体细胞评分(SCS)和产奶量的遗传相关性的不同性状定义。考虑到哺乳期的前305天,定义了四个特征:二元特征,乳房健康治疗的次数(TRS),疾病的时期(NUMS)以及母牛被认为患病的天数。另外,基于具有潜在泊松分布的模型,分析了治疗次数和根据治疗定义的疾病时期数。单性状和多重性状父本和动物模型的分析结果显示,遗传力较低,范围为0.05至0.13。这项研究中定义的305天平均体细胞评分与所有疾病治疗特征之间的遗传相关性很高,但与一项明显不同。 305天产奶量的遗传相关性是不利的,并且显着高于SCS与产奶量的遗传相关性。 NUMS的估计育种值(EBV)的可靠性最高。 EBV在二元和线性特征定义中的Spearman相关性与统一性有很大不同。 EBV在本研究中定义的疾病治疗特征与SCS之间的相关性与遗传相关性相似。发现TRS的EBV与SCS之间的相关性存在例外(0.46),该相关性显着低于相应的遗传相关性。总而言之,这项研究证明了各种疾病治疗特征之间的差异,以及使用更精确的特征定义代替二元期权的好处。尽管遗传力较低,但疾病治疗性状与SCS与牛奶产量之间的相关性差异表明有必要将疾病治疗性状(即乳腺炎病例数据)纳入育种目标和选择指数

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