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Genetic evaluation for calving ease trait using linear and threshold models in first parity dairy cows

机译:利用线性和阈值模型对第一胎的奶牛产犊缓解性状进行遗传评估

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Calving ease (CE) is a categorical trait which can be analyzed by both linear and threshold models. Though it has been assumed that threshold models qualify to be the best procedure for analyzing categorical traits, its efficiency with field data has not been clearly confirmed. This study was aimed at comparing linear and threshold models for estimation of CE genetic parameters. Data consisted of 10,575 first parturition CE records collected from 1985 to 2006 in Isfahan, Iran. CE scores were classified into 5 categories depending upon parturition situation. A sire-maternal grand sire model, consisting of birth herd-year-season and sex-age as fixed effects and parturition herd-season, sire and maternal grand sire additive genetic values as random effects, was applied in MATVEC software. Mean, standard deviation, coefficient of variation, skewness, and kurtosis for first parity CE records were 0.233, 0.644, 276.640, 2.950, and 8.097, respectively. CE scores varied from 0 (86%) to 4 (0.1%). CE means for males (0.285) and female calves (0.190) were significantly different. Parturitions during winter and summer were associated with the highest and lowest calving difficulties, respectively. Estimations for direct and maternal heritability were 0.1082, 0.0486 using linear model and 0.0689, 0.0100 using threshold model, respectively. Even though departure from normal distribution was expected to favour the threshold model, implementation of this model in field data analysis did not eventuate to better genetic estimations.
机译:产犊缓解度(CE)是一种可以通过线性模型和阈值模型进行分析的分类特征。尽管已经假定阈值模型有资格成为分析分类特征的最佳方法,但尚未明确证实其与现场数据的效率。这项研究旨在比较线性模型和阈值模型,以估算CE遗传参数。数据由1985年至2006年在伊朗伊斯法罕采集的10,575例第一次分娩CE记录组成。 CE分值根据分娩情况分为5类。在MATVEC软件中应用了一个父亲-母亲大父亲模型,该模型由出生成年-季节和性别-年龄作为固定效应,以及分娩畜群-季节,父亲和母亲祖父加性遗传值作为随机效应组成。第一次CE记录的均值,标准差,变异系数,偏度和峰度分别为0.233、0.644、276.640、2.950和8.097。 CE分数从0(86%)到4(0.1%)不等。男性的CE平均值(0.285)和女性的犊牛(0.190)显着不同。冬季和夏季的分娩分别与最高和最低的产犊困难有关。线性模型的直接和母系遗传力估计分别为0.1082、0.0486和阈值模型的估计为0.0689、0.0100。尽管预计偏离正态分布会有利于阈值模型,但在野外数据分析中实施此模型并不会最终带来更好的遗传估计。

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