School of Life and Environmental Sciences and Sydney Institute of Agriculture, The University of Sydney, Camden 2570, New South Wales, Australia; Bangladesh Agricultural University, Mymensingh, Bangladesh, 2202; Veterinary Physiology, University of Bern, Bremgartenstrasse 109a, 3012 Bern, Switzerland.
School of Life and Environmental Sciences and Sydney Institute of Agriculture, The University of Sydney, Camden 2570, New South Wales, Australia.
J Dairy Sci. 2022 Mar;105(3):2558-2571. doi: 10.3168/jds.2021-20475. Epub 2022 Jan 5.
In response to intramammary infection (IMI), blood-derived leukocytes are transferred into milk, which can be measured as an increase of somatic cell count (SCC). Additionally, pathogen-dependent IgG increases in milk following infection. The IgG transfer into milk is associated with the opening of the blood-milk barrier, which is much more pronounced during gram-negative than gram-positive IMI. Thus, milk IgG concentration may help to predict the pathogen type causing IMI. Likewise, lactate dehydrogenase (LDH) and serum albumin (SA) cross the blood-milk barrier with IgG if its integrity is reduced. Because exact IgG analysis is complicated and difficult to automate, LDH activity and SA concentration aid as markers to predict the IgG transfer into milk in automatic milking systems (AMS). This study was conducted to test the hypothesis that LDH and SA in milk correlate with the IgG transfer, and in combination with SCC these factors allow the differentiation between gram-positive and gram-negative IMI or even more precisely the infection-causing pathogen. Further, the expression of these parameters in foremilk before (BME) and after (AME) milk ejection was tested. In the AMS, quarter milk samples (n = 686) from 48 Holstein-Friesian cows were collected manually BME and AME, followed by an aseptic sample for bacteriological culture. Mixed models were used to (1) predict the concentration of IgG transmitted from blood into milk based on LDH and SA; (2) use principal component analysis to evaluate joint patterns of SCC (cells/mL), IgG (mg/mL), LDH (U/L), and SA (mg/mL) and use the principal component scores to compare gram-positive, gram-negative, and control IMI types and BME versus AME samples; and (3) predict gram-positive and gram-negative IMI by inclusion of combined SCC-LDH and SCC-SA as predictors in the model. Overall, the SA and LDH had similar ability to predict IgG transmission from blood into milk. Comparing the areas under the curve (AUC) of the receiver operator characteristic curves, the SCC-LDH versus SCC-SA had lower gram-positive (AUC = 0.984 vs. 0.986) but similar gram-negative (AUC = 0.995 vs. 0.998) IMI prediction ability. The SCC, IgG, LDH, and SA were greater in gram-negative than in gram-positive IMI (BME and AME) in early lactation. All measured factors had higher values in milk samples taken BME than AME. In conclusion, LDH and SA could be used as replacement markers to indicate the presence of IgG transfer from blood into milk; in combination with SCC, both SA and LDH are suitable for differentiating IMI type, and BME is better for mastitis detection in AMS.
针对乳房内感染 (IMI),血液来源的白细胞转移到乳汁中,这可以通过体细胞计数 (SCC) 的增加来衡量。此外,感染后乳汁中依赖病原体的 IgG 增加。IgG 向乳汁的转移与血乳屏障的打开有关,革兰氏阴性菌引起的 IMI 比革兰氏阳性菌引起的 IMI 更为明显。因此,乳汁 IgG 浓度可能有助于预测引起 IMI 的病原体类型。同样,如果血乳屏障的完整性降低,乳酸脱氢酶 (LDH) 和血清白蛋白 (SA) 也会与 IgG 一起穿过血乳屏障。由于精确的 IgG 分析很复杂且难以自动化,因此 LDH 活性和 SA 浓度可作为预测自动挤奶系统 (AMS) 中 IgG 向乳汁转移的标志物。本研究旨在验证以下假设:乳中的 LDH 和 SA 与 IgG 转移相关,并且与 SCC 结合使用,这些因素可用于区分革兰氏阳性和革兰氏阴性 IMI,甚至更准确地预测引起感染的病原体。此外,还测试了在挤奶前 (BME) 和挤奶后 (AME) 前乳中这些参数的表达情况。在 AMS 中,手动收集了 48 头荷斯坦-弗里森奶牛的 48 个乳区的 quarter 奶样(n = 686),分别为 BME 和 AME,随后进行无菌采样进行细菌培养。使用混合模型来:(1) 根据 LDH 和 SA 预测从血液中传递到乳汁中的 IgG 浓度;(2) 使用主成分分析评估 SCC(细胞/mL)、IgG(mg/mL)、LDH(U/L)和 SA(mg/mL)的联合模式,并使用主成分得分比较革兰氏阳性、革兰氏阴性和对照 IMI 类型以及 BME 与 AME 样本;(3) 通过将 SCC-LDH 和 SCC-SA 作为预测因子纳入模型,预测革兰氏阳性和革兰氏阴性 IMI。总体而言,SA 和 LDH 具有相似的预测从血液向乳汁中传递 IgG 的能力。比较接收者操作特征曲线的曲线下面积 (AUC),SCC-LDH 与 SCC-SA 对革兰氏阳性菌 (AUC = 0.984 对 0.986) 的预测能力较低,但对革兰氏阴性菌 (AUC = 0.995 对 0.998) 的预测能力相似。在泌乳早期,革兰氏阴性菌引起的 IMI (BME 和 AME) 的 SCC、IgG、LDH 和 SA 均高于革兰氏阳性菌。所有测量的因子在 BME 采集的奶样中均高于 AME。总之,LDH 和 SA 可作为替代标志物,指示 IgG 从血液向乳汁中的转移;与 SCC 结合使用时,SA 和 LDH 均适合区分 IMI 类型,并且 BME 更适合在 AMS 中检测乳腺炎。