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首页> 外文期刊>Preventive Veterinary Medicine >Unravelling the temporal association between lameness and body condition score in dairy cattle using a multistate modelling approach
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Unravelling the temporal association between lameness and body condition score in dairy cattle using a multistate modelling approach

机译:使用多状态建模方法揭示乳牛的me行与身体状况评分之间的时间关联

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Recent studies have reported associations between lameness and body condition score (BCS) in dairy cattle, however the impact of change in the dynamics of BCS on both lameness occurrence and recovery is currently unknown. The aim of this longitudinal study was to investigate the effect of change in BCS on the transitions from the non-lame to lame, and lame to non-lame states. A total of 731 cows with 6889 observations from 4 UK herds were included in the study. Mobility score (MS) and body condition score (BCS) were recorded every 13-15 days from July 2010 until December 2011. A multilevel multistate discrete time event history model was built to investigate the transition of lameness over time. There were 1042 non-lame episodes and 593 lame episodes of which 50% (519/1042) of the non-lame episodes transitioned to the lame state and 81% (483/593) of the lame episodes ended with a transition to the non-lame state. Cows with a lower BCS at calving (BCS Group 1 (1.00-1.75) and Group 2 (2.00-2.25)) had a higher probability of transition from non-lame to lame and a lower probability of transition from lame to non-lame compared to cows with BCS 2.50-2.75, i.e. they were more likely to become lame and if lame, they were less likely to recover. Similarly, cows who suffered a greater decrease in BCS (compared to their BCS at calving) had a higher probability of becoming lame and a lower probability of recovering in the next 15 days. An increase in BCS from calving was associated with the converse effect, i.e. a lower probability of cows moving from the non-lame to the lame state and higher probability of transition from lame to non-lame. Days in lactation, quarters of calving and parity were associated with both lame and non-lame transitions and there was evidence of heterogeneity among cows in lameness occurrence and recovery. This study suggests loss of BCS and increase of BCS could influence the risk of becoming lame and the chance of recovery from lameness. Regular monitoring and maintenance of BCS on farms could be a key tool for reducing lameness. Further work is urgently needed in this area to allow a better understanding of the underlying mechanisms behind these relationships. (C) 2015 Elsevier B.V. All rights reserved.
机译:最近的研究报道了奶牛的me行与身体状况评分(BCS)之间的关联,但是目前尚不清楚BCS动态变化对la行发生和恢复的影响。这项纵向研究的目的是研究BCS的变化对从非lam足状态向la足状态以及从la足状态向非lam足状态过渡的影响。该研究共纳入了来自4个英国牛群的731头母牛,共进行了6889次观察。从2010年7月至2011年12月,每13-15天记录一次活动评分(MS)和身体状况评分(BCS)。建立了多级多状态离散时间事件历史模型,以研究investigate行随时间的推移。有1042个非-行情节和593个me行情节,其中50%(519/1042)的非lam行情节转变为la行状态,而81%(483/593)的me行情节以向非non行情的转变结束-lam状态。与产犊时BCS较低的母牛(BCS第1组(1.00-1.75)和第2组(2.00-2.25))相比,从非lam脚向la脚过渡的可能性更高,而从me脚向非non脚过渡的可能性较低。 BCS 2.50-2.75的母牛,即它们更容易la脚,如果是la脚,则恢复的可能性较小。同样,BCS下降幅度较大(与产犊时的BCS相比)的母牛在接下来的15天内变得la腿的可能性更高,恢复的可能性也更低。产犊导致BCS的增加与逆效应有关,即母牛从非lam脚状态变为to脚状态的可能性较低,而从la脚状态变为非-脚状态的可能性较高。泌乳天数,产犊四分之一和胎次均与me脚和非e脚过渡有关,并且有证据表明奶牛的la脚发生和恢复具有异质性。这项研究表明,BCS的丢失和BCS的增加可能会影响到成为me脚的风险以及从la脚中恢复的机会。农场中BCS的定期监控和维护可能是减少la行的关键工具。在这一领域迫切需要进一步的工作,以使人们更好地了解这些关系背后的潜在机制。 (C)2015 Elsevier B.V.保留所有权利。

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