Teagasc, Animal and Grassland Research and Innovation Centre, Moorepark, Fermoy, Co. Cork, Ireland P61 C996; School of Veterinary Medicine, University College Dublin, Belfield, Dublin 4, Ireland D04 W6F6.
Teagasc, Animal and Grassland Research and Innovation Centre, Moorepark, Fermoy, Co. Cork, Ireland P61 C996.
J Dairy Sci. 2018 Nov;101(11):10034-10047. doi: 10.3168/jds.2018-15009. Epub 2018 Sep 13.
Cattle breeding programs that strive to reduce the animal-level incidence of lameness are often hindered by the availability of informative phenotypes. As a result, indicator traits of lameness (i.e., hoof health and morphological conformation scores) can be used to improve the accuracy of selection and subsequent genetic gain. Therefore, the objectives of the present study were to estimate the variance components for hoof health traits using various phenotypes collected from a representative sample of Irish dairy cows. Also of interest to the present study was the genetic relationship between both hoof health traits and conformation traits with producer-scored lameness. Producer-recorded lameness events and linear conformation scores from 307,657 and 117,859 Irish dairy cows, respectively, were used. Data on hoof health (i.e., overgrown sole, white line disease, and sole hemorrhage), mobility scores, and body condition scores were also available from a research study on up to 11,282 Irish commercial dairy cows. Linear mixed models were used to quantify variance components for each trait and to estimate genetic correlations among traits. The estimated genetic parameters for hoof health traits in the present study were greater (i.e., heritability range: 0.005 to 0.27) than previously reported in dairy cows. With the exception of analyses that considered hoof health traits in repeatability models, little difference in estimated variance components existed among the various hoof-health phenotypes. Results also suggest that producer-recorded lameness is correlated with both hoof health (i.e., genetic correlation up to 0.48) and cow mobility (i.e., genetic correlation = 0.64). Moreover, cows that genetically tend to have rear feet that appear more parallel when viewed from the rear are also genetically more predisposed to lameness (genetic correlation = 0.39); genetic correlations between lameness and other feet and leg type traits, as well as between lameness and frame type traits, were not different from zero. Results suggest that if the population breeding goal was to reduce lameness incidence, improve hoof health, or improve cow mobility, genetic selection for either of these traits should indirectly benefit the other traits. Results were used to quantify the genetic gains achievable for lameness when alternative phenotypes are available.
致力于降低动物跛行发生率的牛只繁育计划往往受到信息丰富的表型数据的限制。因此,可以使用跛行的指示性特征(即蹄健康和形态结构评分)来提高选择的准确性和后续遗传增益。因此,本研究的目的是使用从爱尔兰奶牛代表性样本中收集的各种表型来估计蹄健康特征的方差分量。本研究还关注蹄健康特征和形态特征与生产者评分跛行之间的遗传关系。分别使用了 307657 头和 117859 头爱尔兰奶牛的生产者记录跛行事件和线性形态评分数据。还可以从一项关于多达 11282 头爱尔兰商业奶牛的研究中获得蹄健康(即蹄底过度生长、白线病和蹄底出血)、运动评分和体况评分的数据。线性混合模型用于量化每个特征的方差分量,并估计特征之间的遗传相关性。本研究中蹄健康特征的估计遗传参数较大(即遗传率范围:0.005 至 0.27),高于之前在奶牛中的报道。除了在重复性模型中考虑蹄健康特征的分析外,各种蹄健康表型之间的估计方差分量几乎没有差异。结果还表明,生产者记录的跛行与蹄健康(即遗传相关性高达 0.48)和奶牛运动能力(即遗传相关性=0.64)相关。此外,从后面看,后脚看起来更平行的奶牛在遗传上也更容易跛行(遗传相关性=0.39);跛行与其他脚部和腿部类型特征之间以及跛行与框架类型特征之间的遗传相关性均不显著。结果表明,如果群体繁育目标是降低跛行发生率、改善蹄健康或提高奶牛运动能力,那么对这些特征中的任何一个进行遗传选择都应该间接地使其他特征受益。结果用于量化在可用替代表型时跛行可实现的遗传增益。