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Analysis of the Relationship Between Somatic Cell Score and Functional Longevity in Canadian Dairy Cattle

机译:加拿大乳牛体细胞得分与功能寿命之间关系的分析

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The aim of this study was to assess the level of somatic cell count (SCC) and to explore the impact of somatic cell score (SCS) on the functional longevity of Canadian dairy cattle by using a Weibull proportional hazards model. Data consisted of 1,911,428 cows from 15,970 herds sired by 7,826 sires for Holsteins, 80,977 cows in 2,036 herds from 1,153 sires for Ayrshires, and 53,114 cows in 1,372 herds from 1,758 sires for Jerseys. Functional longevity was denned as the number of days from the first calving to culling, death, or censoring. The test-day SCC was transformed to a linear score, and the resulting SCS were averaged within each lactation. The average SCS were grouped into 10 classes. The statistical model included the effects of stage of lactation; season of production; annual change in herd size; type of milk recording supervision; age at first calving; effects of milk, fat, and protein yields, calculated as within-herd-year-parity deviations; herd-year-season of calving; SCS class; and sire. The relative culling rate was calculated for animals in each SCS class after accounting for the aforementioned effects. The overall average SCC for Holsteins was 167,000 cells/mL, for Ayrshires was 155,000 cells/mL, and for the Jerseys was 212,000 cells/mL. In all breeds there were no appreciable differences in the relative risk of culling among classes of SCS breed averages (i.e., up to a SCS of 5). However, as the SCS increased beyond the breed average, the relative risk of cows being culled increased considerably. For instance, Holstein, Ayrshire, and Jersey cows with the highest classes of SCS had, respectively, a 4.95, 6.73, and 6.62 times greater risk of being culled than cows with average SCS.
机译:这项研究的目的是通过使用Weibull比例风险模型评估体细胞计数(SCC)的水平,并探讨体细胞评分(SCS)对加拿大奶牛功能寿命的影响。数据包括霍尔斯坦人的7,826头公牛,15,970头牛群中的1,911,428头母牛,艾尔郡的1,153头公牛,2,036头牛群中的2,977头牛中的80,977头,泽西岛1,758头公牛的1,372头牛群中的53,114头牛。功能寿命被定义为从第一次产犊到淘汰,死亡或检查的天数。将测试日的SCC转换为线性评分,并将所得的SCS在每次泌乳期平均。平均SCS分为10类。统计模型包括哺乳阶段的影响。生产季节;畜群规模的年度变化;牛奶记录监督的类型;初产犊的年龄;牛奶,脂肪和蛋白质产量的影响,以牛群年内的均等偏差计算;产犊季节; SCS类;和父亲在考虑了上述影响后,计算了每个SCS类动物的相对淘汰率。 Holsteins的总体平均SCC为167,000细胞/ mL,Ayrshires的总体平均SCC为155,000细胞/ mL,Jerseys的总体平均SCC为212,000细胞/ mL。在所有品种中,平均SCS品种类别(即最高SCS为5)之间淘汰的相对风险没有明显差异。但是,随着SCS的增加超过品种平均数,被淘汰的奶牛的相对风险会大大增加。例如,具有最高SCS等级的荷斯坦,艾尔郡和泽西州的母牛被淘汰的风险分别比具有平均SCS的母牛高4.95倍,6.73倍和6.62倍。

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