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Statistical evaluations of viral clearance studies for biological products

机译:生物制品病毒清除研究的统计评估

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摘要

Since most biological products are derived from living cell culture, it is possible that viral contaminants be transmitted to the final product. Regulatory guidance requires that viral clearance studies be conducted to demonstrate the capacity of the production process in viral removal and inactivation. The key is accurate estimation of viral titer and reduction factor (RF), defined as the difference in log10 virus titers before and after each step of purification. Darling et al. (1998) [1] suggested a method for analysis of clearance studies. However it is unable to establish an estimate of RF when the post-process viral counts are zero. In this paper, we provide theoretical justification of the method based on normal distribution and discuss the caveats regarding the degrees of freedom. We propose two alternative methods under the assumption that the number of plaques follows a Poisson distribution. Through simulation studies, the Poisson-based methods are shown to provide better estimates of viral titers. Under the Poisson model, we also derive a method to calculate the exact confidence limits for the viral titer and reduction factor even if the post-process viral counts are zero. The use of the methods is illustrated through numerical examples.
机译:由于大多数生物产品均来自活细胞培养,因此病毒污染物可能会传播到最终产品中。监管指南要求进行病毒清除研究,以证明生产过程中病毒清除和灭活的能力。关键是准确估算病毒滴度和减少因子(RF),定义为每个纯化步骤前后的log10病毒滴度差异。 Darling等。 (1998)[1]提出了通行证研究分析的方法。但是,当后处理病毒计数为零时,它无法建立RF的估计值。在本文中,我们提供了基于正态分布的方法的理论依据,并讨论了有关自由度的注意事项。在斑块数量遵循泊松分布的假设下,我们提出了两种替代方法。通过仿真研究,基于泊松的方法显示出可以更好地估算病毒滴度。在泊松模型下,即使后处理的病毒计数为零,我们也推导了一种计算病毒滴度和还原因子的确切置信限的方法。通过数值示例说明了这些方法的使用。

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