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Estimating Parameters Related to the Lifespan of Passively Transferred and Vaccine-Induced Porcine Reproductive and Respiratory Syndrome Virus Type I Antibodies by Modeling Field Data

机译:通过建模现场数据估算与被动转移和疫苗诱导的猪繁殖与呼吸综合征病毒I型抗体的寿命相关的参数

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The outputs of epidemiological models are strongly related to the structure of the model and input parameters. The latter are defined by fitting theoretical concepts to actual data derived from field or experimental studies. However, some parameters may remain difficult to estimate and are subject to uncertainty or sensitivity analyses to determine their variation range and their global impact on model outcomes. As such, the evaluation of immunity duration is often a puzzling issue requiring long-term follow-up data that are, most of time, not available. The present analysis aims at characterizing the kinetics of antibodies against Porcine Reproductive and Respiratory Syndrome virus (PRRSv) from longitudinal datasets. The first dataset consisted in the serological follow-up of 22 vaccinated gilts during 21 weeks post vaccination. The second one gathered the maternally derived antibody (MDA) kinetics in piglets from 3 different farms up to 14 weeks of age. The peak of the post-vaccination (PV) serological response against PRRSv was reached 6.9 weeks post-vaccination on average withan average duration of antibodies persistence of 26.5 weeks. In the monitored cohort of piglets, the duration of passive immunity was found relatively short, with an average duration of 4.8 weeks. The level of PRRSv-MDAs was found correlated with the dams’ antibody titer at birth and the antibody persistence was strongly related to the initial MDAs titers in piglets. These results evidenced the importance of PRRSv vaccination schedule in sows, to optimize the delivery of antibodies to suckling piglets. These estimates of the duration of active and passive immunity could be further used as input parameters of epidemiological models to analyze their impact on the persistence of PRRSV within farms.
机译:流行病学模型的输出与模型的结构和输入参数密切相关。后者是通过将理论概念与现场或实验研究得出的实际数据相适应来定义的。但是,某些参数可能仍然难以估计,并且需要进行不确定性或敏感性分析,以确定它们的变化范围及其对模型结果的整体影响。因此,对免疫持续时间的评估通常是一个令人困惑的问题,需要长期跟踪数据,而这些数据在大多数情况下是不可用的。本分析旨在从纵向数据集中表征针对猪繁殖与呼吸综合征病毒(PRRSv)的抗体的动力学。第一个数据集包括在接种疫苗后21周内对22种接种后备母猪进行的血清学随访。第二个收集了来自3个不同农场的仔猪的母源抗体(MDA)动力学,这些仔猪的年龄一直到14周。疫苗接种后(PR)血清对PRRSv的血清学反应高峰平均在疫苗接种后6.9周,平均抗体持续时间为26.5周。在受监视的仔猪队列中,被动免疫的持续时间相对较短,平均持续时间为4.8周。发现PRRSv-MDA的水平与出生时大坝的抗体滴度相关,而抗体的持久性与仔猪的初始MDA滴度密切相关。这些结果证明了PRRSv疫苗接种计划在母猪中的重要性,以优化向乳猪的抗体递送。这些主动和被动免疫持续时间的估计值可以进一步用作流行病学模型的输入参数,以分析其对猪场PRRSV持续性的影响。

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