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奶牛对机器人挤奶设备的偏好及昼夜使用情况的遗传和表型变异与一致性。

Genetic and phenotypic variation and consistency in cow preference and circadian use of robotic milking units.

作者信息

Løvendahl P, Buitenhuis A J

机构信息

Center for Quantitative Genetics and Genomics, Aarhus University, AU-Foulum, DK-8830 Tjele, Denmark.

Center for Quantitative Genetics and Genomics, Aarhus University, AU-Foulum, DK-8830 Tjele, Denmark.

出版信息

J Dairy Sci. 2022 Jun;105(6):5283-5295. doi: 10.3168/jds.2021-21593. Epub 2022 Mar 26.

Abstract

Many dairy herds use automatic milking stations (AMS), with cows in large herds often having access to 2 or more AMS, and must choose between them when they go for milking. Individual cows acquire routines of either consistently using a specific milking box or consistently using any available milking box. Here, we hypothesized that the degree of use of the same milking box was an expression of preference, and quantified it as preference consistency score (PCS). The PCS was calculated as a ratio between the excess frequencies of the first choice over the base frequency of "not first choice" over 15-d segments of lactation. This ratio was 0 if all choices were taken equally, and became 1.0 if only the first choice was taken in all events. We investigated the consistency of milking box preference in 2 cohorts (one Holstein and one Jersey) across 6 commercial dairy herds in Denmark (n = 4,665 cows total). In addition to PCS, we recorded and analyzed associated milking and behavior traits, including a time profile index showing use of specific clock hours when cows were milked (Time_profile, based on excess use of specific clock hours), milking frequency, time spent in the milking box, and milk yield. Records from each milking event were condensed into 15-d segments based on days in milk. The data were analyzed using a linear mixed model, with random genetic and individual cow effects, to estimate heritability (h), repeatability (t), and individual level correlations (r) between traits. The average PCS was 0.43 and 0.41 in Holstein and Jersey, respectively, showing that cows developed routines for consistently using the same milking box; however, some cows had lower preference (i.e., greater flexibility in use). The Time_profile indicated that some cows were milked in a few hour-bins, whereas others were more flexible. The PCS and Time_profile traits had low heritability (h, PCS/Time_profile = 0.07 ± 0.02/0.11 ± 0.02 Holstein, 0.13 ± 0.03/0.04 ± 0.02 Jersey) and moderate repeatability (t, PCS/Time_profile = 0.47/0.40 Holstein, 0.50/0.42 Jersey). The 2 traits were weakly correlated with each other (r = 0.18 and 0.17), and were weakly correlated with milk yield (r range: 0.0 to -0.10). However, the time profile was strongly correlated with milking frequency (r range: -0.81 to -0.73), and was moderately correlated with daily box time (r range: -0.43 to -0.35). In general, Holstein and Jersey parameter estimates were of similar size, and thus in good agreement. Overall, individual cows covered a broad spectrum of preference consistency, both regarding the use of specific milking boxes and time profiles, with these 2 traits representing different aspects or dimensions of milking behavior. The findings that some cows have strong preferences for specific AMS may be most useful in herd management and farm design. The weak correlation to milk yield indicated that yield minimally affected these 2 milking associated behavior traits. In conclusion, although the traits were repeatable, heritability was low; thus, genetic selection for milk yield might minimally affect these 2 traits.

摘要

许多奶牛场使用自动挤奶站(AMS),大群奶牛通常可以使用2个或更多的自动挤奶站,并且在去挤奶时必须在它们之间做出选择。每头奶牛会形成习惯,要么始终使用特定的挤奶箱,要么始终使用任何可用的挤奶箱。在此,我们假设对同一挤奶箱的使用程度是偏好的一种体现,并将其量化为偏好一致性得分(PCS)。PCS的计算方法是,在泌乳的15天时间段内,首次选择的频率超过“非首次选择”的基础频率的比例。如果所有选择的概率相等,该比例为0;如果在所有情况下都只选择首次选择的挤奶箱,该比例则变为1.0。我们在丹麦的6个商业奶牛场中调查了2个牛群(一个荷斯坦牛群和一个泽西牛群)(总共n = 4665头奶牛)挤奶箱偏好的一致性。除了PCS,我们还记录并分析了相关的挤奶和行为特征,包括一个时间分布指数,该指数显示奶牛挤奶时特定时钟小时的使用情况(时间分布,基于特定时钟小时的过度使用)、挤奶频率、在挤奶箱中花费的时间以及产奶量。每次挤奶事件的记录根据产奶天数浓缩为15天的时间段。使用线性混合模型对数据进行分析,模型中包含随机遗传效应和个体奶牛效应,以估计遗传力(h)、重复性(t)以及性状之间的个体水平相关性(r)。荷斯坦牛和泽西牛的平均PCS分别为0.43和0.41,这表明奶牛形成了始终使用同一挤奶箱的习惯;然而,一些奶牛的偏好较低(即使用上更灵活)。时间分布指数表明,一些奶牛在几个小时的时间段内挤奶,而其他奶牛则更灵活。PCS和时间分布性状具有较低的遗传力(h,荷斯坦牛的PCS/时间分布 = 0.07 ± 0.02/0.11 ± 0.02,泽西牛的为0.13 ± 0.03/0.04 ± 0.02)和中等的重复性(t,荷斯坦牛的PCS/时间分布 = 0.47/0.40,泽西牛的为0.50/0.42)。这两个性状之间的相关性较弱(r = 0.18和0.17),并且与产奶量的相关性也较弱(r范围:0.0至 -0.10)。然而,时间分布与挤奶频率强烈相关(r范围:-0.81至 -0.73),并且与每日在挤奶箱中的时间中等相关(r范围:-0.43至 -0.35)。总体而言,荷斯坦牛和泽西牛的参数估计值大小相似,因此一致性良好。总体而言,个体奶牛在使用特定挤奶箱和时间分布方面的偏好一致性涵盖了广泛的范围,这两个性状代表了挤奶行为的不同方面或维度。一些奶牛对特定自动挤奶站有强烈偏好这一发现可能在牛群管理和农场设计中最为有用。与产奶量的弱相关性表明产奶量对这两个与挤奶相关的行为性状影响最小。总之,尽管这些性状具有重复性,但遗传力较低;因此,对产奶量进行遗传选择可能对这两个性状的影响最小。

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