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An evaluation of a progesterone-based diagnostic as an aid to re-insemination decisions in a seasonal, pasture-grazed dairy cow herd

机译:对孕酮的诊断评估为季节性,牧场牛奶牛群中的重新授权决策的援助

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Progesterone-based diagnostic tests are commercially available to predict pregnancy status 19 to 23 days following an insemination, thus providing decision-making support for artificial breeding. The study objective was to evaluate the likely performance of such a test in a pasture-grazed, seasonal dairy farm. Progesterone was determined in milk samples collected twice weekly from 553 cows at the Lincoln University Dairy Farm. Receiver operating characteristic analysis was applied to these data to determine sensitivity, false positive rate and the positive predictive value using a range of progesterone threshold values for detecting non-pregnant cows. The gold standard was non-pregnancy as measured by ultrasonography. At an optimised threshold of 4.1 ng/mL, the sensitivity, false positive rate and positive prediction rate were 78%, 2.6% and 96% for detecting non-pregnant cows on Days 19 to 23. A major source of inaccuracy was the 28 cows with elevated levels of progesterone in milk on Days 19 to 23after first insemination that were subsequently diagnosed non-pregnant. Another source of error was the inherent variance in progesterone concentration profiles among individuals. At a current cost of about $5 per test, this technology would have limited appeal for detecting non-pregnant cows in dairy systems where a satisfactory level of oestrus detection performance can be achieved.
机译:基于孕酮的诊断测试是商业上可用的,以在授精后预测妊娠状态19至23天,从而为人工育种提供决策支持。研究目标是评估这种测试在牧场季节性乳制品农场中这种测试的性能。在从林肯大学乳制农场的553股每周收集的牛奶样品中测定黄体酮。将接收器操作特征分析应用于这些数据以使用一系列孕激素阈值来确定灵敏度,假阳性率和阳性预测值,用于检测非孕奶牛。通过超声检查测量的黄金标准是非妊娠。在4.1ng / ml的优化阈值下,敏感性,假阳性率和阳性预测率为78%,2.6%和96%,用于在第19天到23天检测非怀孕奶牛。一个主要的不准确来源是28奶牛在第19天至第23天的第一次授精时,牛奶中孕酮水平升高,随后被诊断为非怀孕。另一个误差来源是个人中孕酮浓度谱的固有方差。每次测试的当前成本约为5美元,该技术将对检测乳制品系统中的非怀孕奶牛有限,可以实现令人满意的雌期系检测性能。

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