Department of Agronomy, Food, Natural resources, Animals and Environment, University of Padova, Viale dell'Università 16, 35020 Legnaro (PD), Italy.
Animal Breeding and Genomics Group, Wageningen University, PO Box 338, 6700 AH, Wageningen, the Netherlands.
J Dairy Sci. 2020 Dec;103(12):11574-11584. doi: 10.3168/jds.2020-18615. Epub 2020 Oct 15.
Changes in milk production traits over time might be informative of the health status of cows and may contain useful information for selective breeding purposes. In particular, early indicators are useful for traits such as longevity, which become available late in the cow's life. Lactose percentage (LP) tends to decrease in the presence of udder infection and with parity. Therefore, it can be hypothesized that cows exhibiting limited changes in LP across lactations have experienced fewer udder infections in their productive life and have a higher chance to stay longer in the herd than cows with more pronounced reduction of LP across lactations. In this study, 9 descriptors of change in LP during a cow's lifetime were defined and evaluated as potential indicators for selective breeding. For the purpose of this study, test-day records of the first 44 days in milk (DIM) of each lactation were discarded, and cows were required to have at least 5 test-days/cow per lactation (≥45 DIM) over the first 3 lactations. In this study, descriptors of LP were available for 69,586 Italian Holstein cows. Changes in LP in each lactation were quantified by regressing LP on DIM; thus, β, β, and β represented the changes in LP within lactations 1, 2, and 3, respectively. Changes in LP across multiple lactations were also quantified by regressing LP on DIM (with exclusion of the first 44 DIM of each lactation); briefly, β was the change of LP over lactation 1 and 2, β was the change of LP over lactation 2 and 3, and β was the change of LP over lactation 1, 2, and 3. Alternatively, changes in the LP lactation means (Δ) were quantified between lactations 1 and 2 (Δ), 2 and 3 (Δ), and 1 and 3 (Δ). For comparison, β and Δ were also derived for milk yield (kg/d), somatic cell score, and log-transformed total somatic cells excreted daily in milk (units). Variance components and estimated breeding values (EBV) for all β's and Δ's were estimated. In addition, EBV for bulls with at least 25 daughters were used to assess Calo's genetic correlations between descriptors of change in LP with official published EBV for functional traits. Heritabilities for β and Δ of LP ranged from 0.06 (Δ) to 0.20 (Δ), and differed significantly from 0. Furthermore, LP EBV for β and Δ were correlated with official EBV for functional longevity index, udder health index, udder score (mammary gland morphology) index, and milk persistency; Calo's genetic correlations of LP β with functional longevity and udder health index were 0.52 and 0.33, respectively. Cows with a stronger reduction of LP across lactations (i.e., stronger and negative β, and greater and positive Δ) were characterized by lower milk persistency, impaired longevity, and worse udder health and morphology than cows with smaller reduction in LP across lactations. Results highlighted that changes in milk LP have the potential to be exploited as indicators for functional traits in Italian Holstein cattle. Further research on the biological relationship between changes in LP and mastitis is recommended.
牛奶生产性状随时间的变化可能反映奶牛的健康状况,并可能为选择性育种提供有用的信息。特别是,早期指标对于寿命等性状很有用,这些性状在奶牛生命的后期才出现。乳糖百分比(LP)在乳房感染和胎次存在时往往会降低。因此,可以假设在整个泌乳期 LP 变化有限的奶牛在其生产寿命中经历的乳房感染较少,并且比 LP 变化较大的奶牛更有可能在牛群中停留更长时间。在这项研究中,定义了 9 个描述在奶牛一生中 LP 变化的指标,并将其评估为选择性育种的潜在指标。为此目的,在每个泌乳期的前 44 天(DIM)的测试日记录被丢弃,并且要求每头奶牛在前 3 个泌乳期中每头奶牛至少有 5 次测试日(≥45DIM)。在这项研究中,意大利荷斯坦奶牛有 69586 头具有 LP 变化的描述符。通过将 LP 与 DIM 进行回归来量化每个泌乳期 LP 的变化;因此,β、β 和 β 分别代表了第 1、2 和 3 个泌乳期内 LP 的变化。还通过将 LP 与 DIM 回归来量化多个泌乳期的 LP 变化(排除每个泌乳期的前 44 DIM);简而言之,β 是泌乳期 1 和 2 之间 LP 的变化,β 是泌乳期 2 和 3 之间 LP 的变化,β 是泌乳期 1、2 和 3 之间 LP 的变化。或者,还可以在泌乳期 1 和 2 之间(Δ)、泌乳期 2 和 3 之间(Δ)以及泌乳期 1 和 3 之间(Δ)之间量化 LP 泌乳期均值(Δ)的变化。为了比较,还为牛奶产量(kg/d)、体细胞评分和牛奶中每日排泄的对数转换总体细胞单位(单位)推导了β和Δ。估计了所有β和Δ的方差分量和估计育种值(EBV)。此外,还使用至少有 25 头女儿的公牛的 EBV 来评估 Calo 在 LP 变化描述符与官方公布的功能性特征 EBV 之间的遗传相关性。LP 的β和Δ的遗传力范围为 0.06(Δ)至 0.20(Δ),并且与 0 有显著差异。此外,LP 的β和Δ的 EBV 与官方 EBV 相关功能长寿指数、乳房健康指数、乳房评分(乳腺形态)指数和牛奶持久度;LPβ与功能长寿和乳房健康指数的 Calo 遗传相关性分别为 0.52 和 0.33。与 LP 跨泌乳期减少幅度较大的奶牛(即较强和负的β,较大和正的Δ)相比,跨泌乳期 LP 减少幅度较小的奶牛的牛奶持久度较低、寿命较长、乳房健康和形态较差。研究结果表明,牛奶 LP 的变化有可能被用作意大利荷斯坦奶牛功能性特征的指标。建议进一步研究 LP 变化与乳腺炎之间的生物学关系。