Department of Veterinary Clinical Science, College of Veterinary Medicine, Purdue University, West Lafayette, IN 47907; Department of Veterinary Clinical Studies, Faculty of Veterinary Medicine, Universiti Putra, Selangor 43400, Malaysia.
Department of Veterinary Clinical Science, College of Veterinary Medicine, Purdue University, West Lafayette, IN 47907; Department of Animal Medicine, Internal Medicine, Faculty of Veterinary Medicine, Benha University, Moshtohor-Toukh, Kalyobiya 13736, Egypt.
J Dairy Sci. 2020 Jun;103(6):5575-5590. doi: 10.3168/jds.2019-17800. Epub 2020 Apr 16.
An accurate, practical, and low-cost method for predicting parturition is urgently needed in the dairy industry. The objective of this study was to evaluate changes in plasma progesterone concentration ([prog]) and glucose concentration in whole blood ([gluc]) and plasma ([gluc]) as predictors of parturition within 6, 12, and 24 h in primiparous and multiparous Holstein cows. Blood samples were obtained daily at approximately 0900 h from 34 primiparous and 72 multiparous Holstein cows in late gestation and the time of calving recorded to the nearest hour. Plasma [prog] was measured using an ELISA, and [gluc] and [gluc] using a low-cost point-of-care glucose meter. The optimal cut-point for predicting parturition was determined using binomial logistic regression with general estimating equations, because the data set consisted of repeated measures for each cow. Diagnostic test performance was evaluated by comparing the area under the receiver operating characteristic curve (AUC) and calculating the sensitivity, specificity, and κ at the optimal cut-point for predicting parturition. Plasma [prog] was the most accurate predictor of parturition within 24 h (AUC = 0.96) and 12 h (AUC = 0.93), whereas [gluc] was the most accurate predictor of parturition within 6 h (primiparous, AUC = 0.96; multiparous, AUC = 0.86). We conclude that a decrease in plasma [prog] is currently the most accurate test for predicting calving within 24 h. Measurement of [gluc] is a promising new test for the cow-side prediction of parturition in dairy cows due to its accuracy, practicality, and low cost.
一种准确、实用且低成本的预测分娩方法在奶牛养殖业中是急需的。本研究旨在评估血浆孕酮浓度 ([prog]) 和全血葡萄糖浓度 ([gluc]) 及血浆 ([gluc]) 变化作为预测初产和经产荷斯坦奶牛分娩时间在 6、12 和 24 h 内的指标。在妊娠晚期,每天大约在 0900 h 时从 34 头初产和 72 头经产荷斯坦奶牛中采集血液样本,并记录产犊时间至最接近的小时。使用 ELISA 测定血浆 [prog],使用低成本即时血糖仪测定 [gluc] 和 [gluc]。使用一般估计方程的二项逻辑回归确定预测分娩的最佳临界点,因为数据集由每头奶牛的重复测量组成。通过比较接受者操作特征曲线 (AUC) 的面积并计算预测分娩的最佳临界点的敏感性、特异性和 κ 来评估诊断测试性能。血浆 [prog] 是预测 24 h (AUC = 0.96) 和 12 h (AUC = 0.93) 内分娩的最准确指标,而 [gluc] 是预测 6 h (初产,AUC = 0.96;经产,AUC = 0.86) 内分娩的最准确指标。我们得出结论,孕酮浓度的降低是目前预测 24 h 内产犊的最准确测试。由于其准确性、实用性和低成本,葡萄糖浓度的测量是奶牛场预测奶牛分娩的一项很有前途的新测试。