Scotland's Rural College (SRUC), Peter Wilson Building, Kings Buildings, West Mains Road, Edinburgh EH9 3JG, United Kingdom.
Moredun Research Institute, Pentlands Science Park, Midlothian EH26 0PZ, United Kingdom.
J Dairy Sci. 2018 Nov;101(11):10248-10258. doi: 10.3168/jds.2018-14825. Epub 2018 Aug 29.
Previous work has highlighted that immune-associated (IA) traits measurable in blood are associated with health, productivity, and reproduction in dairy cows. The aim of the present study was to determine relationships between IA traits measured in blood serum and those simultaneously measured in milk as well as their association with disease phenotypes. All animals were Holstein-Friesian cows from the Langhill research herd (n = 546) housed at the SRUC Dairy Research Centre in Scotland. Milk and serum samples were collected on 20 separate occasions between July 2010 and March 2015 and analyzed by ELISA for haptoglobin (Hp), tumor necrosis factor-α (TNF-α), and natural antibodies binding keyhole limpet hemocyanin (NAb) and lipopolysaccharide (NAb). Data were analyzed using mixed linear models that included pedigree information. Analyses revealed positive phenotypic correlations between milk and serum NAb (0.59 ≤ r ≤ 0.77), Hp (r = 0.37), and TNF-α (r = 0.12). Milk and serum NAb were also found to have a strong genetic correlation (0.81 ≤ r ≤ 0.94) and were genetically correlated with cow lameness (0.66 and 0.79 for milk NAb and serum NAb, respectively). Clinical mastitis was found to be phenotypically correlated with both milk and serum Hp (0.09 ≤ r ≤ 0.23). Serum Hp was also strongly genetically correlated with other cellular IA traits such as percent NKp46 (a natural killer cell marker; 0.35) and percent peripheral blood mononuclear cells (PBMC; -0.90). Similarly, genetic correlations were found to exist between serum TNF-α and percent NKp46 (0.22), percent PBMC (0.41), and percent lymphocytes (0.47). Excluding serum Hp, all milk and serum IA traits were repeatable, ranging from 0.11 (milk Hp) to 0.43 (serum NAb). Between-animal variation was highest in milk and serum NAb (0.34-0.43) and significant estimates of heritability were also observed in milk and serum NAb (0.17-0.37). Our findings show that certain IA traits, such as NAb and NAb, found in milk and serum are strongly correlated and highlight the potential of using routinely collected milk samples as a less invasive and cost-effective source of informative data for predictive modeling of animal IA traits.
先前的研究已经表明,血液中可测量的免疫相关(IA)特征与奶牛的健康、生产力和繁殖力有关。本研究的目的是确定血清中测量的 IA 特征与同时在牛奶中测量的特征之间的关系,以及它们与疾病表型的关联。所有动物均为来自苏格兰 SRUC 奶牛研究中心朗希尔研究群的荷斯坦-弗里生奶牛(n = 546)。在 2010 年 7 月至 2015 年 3 月期间,采集了 20 次血清和奶样,并通过 ELISA 法检测了结合血蓝蛋白(Hp)、肿瘤坏死因子-α(TNF-α)、钥孔血蓝蛋白(NAb)和脂多糖(NAb)的天然抗体。数据分析采用包含系谱信息的混合线性模型。分析结果显示,牛奶和血清 NAb(0.59 ≤ r ≤ 0.77)、Hp(r = 0.37)和 TNF-α(r = 0.12)之间存在正表型相关性。牛奶和血清 NAb 也具有很强的遗传相关性(0.81 ≤ r ≤ 0.94),与奶牛跛行也具有遗传相关性(牛奶 NAb 和血清 NAb 分别为 0.66 和 0.79)。临床乳腺炎与牛奶和血清 Hp 之间也存在表型相关性(0.09 ≤ r ≤ 0.23)。血清 Hp 与其他细胞 IA 特征也具有很强的遗传相关性,如自然杀伤细胞标志物 NKp46 的百分比(0.35)和外周血单核细胞(PBMC)的百分比(-0.90)。类似地,血清 TNF-α与 NKp46 的百分比(0.22)、PBMC 的百分比(0.41)和淋巴细胞的百分比(0.47)之间也存在遗传相关性。血清 Hp 除外,所有牛奶和血清 IA 特征均具有可重复性,范围从 0.11(牛奶 Hp)到 0.43(血清 NAb)。牛奶和血清 NAb 的个体间变异最高(0.34-0.43),在牛奶和血清 NAb 中也观察到了显著的遗传估计值(0.17-0.37)。我们的研究结果表明,在牛奶和血清中发现的某些 IA 特征,如 NAb 和 NAb,具有很强的相关性,并强调了使用常规采集的牛奶样本作为动物 IA 特征预测模型中信息丰富数据的潜在来源的可能性。