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Estimating the Risk of Hypomagnesaemic Tetany in Dairy Herds

机译:估算乳制品牛群中缺血性Tetany的风险

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A model of magnesium dynamics in sheep has been adapted and improved as part of a programme to develop a tool that will assist dairy farmers to assess the risk of animals in a milking herd suffering from hypomagnesaemic tetany. The terms in the modelfor hindgut absorption have been altered to better represent the process of magnesium absorption and secretion in this region of the gastrointestinal tract, a term representing lactation has been introduced and the equation for urinary magnesium flux hasbeen altered so that it no longer saturates at high plasma magnesium concentrations. Because the concentration of magnesium in cerebrospinal fluid (CSF) is strongly related to the onset of tetany, we have introduced a CSF compartment. We have also madeallowance for diurnal feeding patterns. The improved model, scaled to represent dairy cattle, gives good agreement with a published experiment in which plasma and CSF magnesium concentrations were measured in animals on a magnesium-deficient diet. To obtain an estimate of the risk of tetany, we included diurnal feeding patterns and information about animal variation in the model parameters and carried out Monte Carlo simulations. If at any time during a simulation run the value of the magnesium concentration in CSF were less than 0.6 mmol/1, the simulation was assumed to represent an animal at risk. With sufficient simulations we obtained an estimate of the risk of tetany for a herd as a whole. A sensitivity measure was used to determine which parameters significantly affected magnesium concentration in CSF and hence the importance of knowing their distributions. To make the risk estimate more specific to the herd under investigation, we calibrated the model using herd samples of milk and estimated urine magnesium flux. As the latter is a model output, a fitting procedure was required to use this information to improve the estimates of the sensitive model parameters. Although we have initially used a very simplistic fitting procedure, the calibratedmodel gave very reasonable estimates of risk.
机译:作为开发工具的程序的一部分,羊羊毛动力学模型被调整和改进,以帮助乳制品农民评估患有牛奶群中的动物的风险。已经改变了Modelofor后盖吸收的术语以更好地代表胃肠道这个区域中的镁吸收和分泌过程,已经引入了表示哺乳期的术语,并且已经改变了尿镁通量的方程,使其不再饱和在高等离子体镁浓度下。因为脑脊液中镁(CSF)的浓度与Tetany的发作强烈相关,所以我们引入了CSF隔室。我们也有昼夜饲养模式的Madeaslowance。改进的模型,扩大到代表乳制品,与发表的实验提供良好的一致性,其中在缺镁饮食中测量血浆和CSF镁浓度的血浆和CSF镁浓度。为了获得对Tetany风险的估计,我们包括昼夜饲养模式和关于模型参数的动物变异的信息,并进行了蒙特卡罗模拟。如果在模拟过程中的任何时间,CSF中的镁浓度的值小于0.6mmol / 1,则假定模拟以表示风险的动物。具有足够的模拟,我们可以获得整个群体的Tetany风险的估计。使用灵敏度测量来确定CSF中显着影响镁浓度的参数,因此知道其分布的重要性。为了使风险估计更具体地对牛群进行调查,我们使用牛奶的牛奶样品和估计的尿镁通量校准模型。由于后者是模型输出,所需的拟合程序是使用此信息来改善敏感模型参数的估计。虽然我们最初使用了非常简单的拟合程序,但校准的模型给出了非常合理的风险估算。

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