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Estimation of the reproductive number and the serial interval in early phase of the 2009 influenza A/H1N1 pandemic in the USA

机译:美国2009年A / H1N1流感大流行早期生殖数量和连续时间的估计。

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摘要

>Background  The United States was the second country to have a major outbreak of novel influenza A/H1N1 in what has become a new pandemic. Appropriate public health responses to this pandemic depend in part on early estimates of key epidemiological parameters of the virus in defined populations. >Methods  We use a likelihood‐based method to estimate the basic reproductive number (R 0) and serial interval using individual level U.S. data from the Centers for Disease Control and Prevention (CDC). We adjust for missing dates of illness and changes in case ascertainment. Using prior estimates for the serial interval we also estimate the reproductive number only. >Results  Using the raw CDC data, we estimate the reproductive number to be between 2·2 and 2·3 and the mean of the serial interval (μ) between 2·5 and 2·6 days. After adjustment for increased case ascertainment our estimates change to 1·7 to 1·8 for R 0 and 2·2 to 2·3 days for μ. In a sensitivity analysis making use of previous estimates of the mean of the serial interval, both for this epidemic (μ = 1·91 days) and for seasonal influenza (μ = 3·6 days), we estimate the reproductive number at 1·5 to 3·1. >Conclusions  With adjustments for data imperfections we obtain useful estimates of key epidemiological parameters for the current influenza H1N1 outbreak in the United States. Estimates that adjust for suspected increases in reporting suggest that substantial reductions in the spread of this epidemic may be achievable with aggressive control measures, while sensitivity analyses suggest the possibility that even such measures would have limited effect in reducing total attack rates.
机译:>背景美国是第二大爆发新型A / H1N1流行性感冒的国家,而新流行已成为大流行。对这种大流行采取适当的公共卫生措施,部分取决于对特定人群中病毒关键流行病学参数的早期估计。 >方法我们使用基于可能性的方法,根据疾病控制与预防中心(CDC)的单个美国水平数据,估算基本生殖数(R 0)和序列间隔。我们会根据疾病的遗失日期和病例确定的变化进行调整。使用序列间隔的先前估计,我们也仅估计生殖数。 >结果使用原始CDC数据,我们估计生殖数在2·2和2·3之间,序列间隔的平均值(μ)在2·5和2·6天之间。在针对增加的案例确定性进行调整后,我们的估计值对于R 0更改为1·7至1·8,对于μ为2·2至2·3天。在利用先前估计的连续间隔均值的敏感性分析中,对于该流行病(μ= 1·91天)和季节性流感(μ= 3·6天),我们将生殖数估计为1· 5至3·1。 >结论通过对数据缺陷进行调整,我们可以获得当前美国H1N1流感爆发的关键流行病学参数的有用估计。根据可疑报告的增加进行调整的估计表明,采用积极的控制措施可以实现这一流行病传播的大幅减少,而敏感性分析表明,即使采取此类措施,在降低总发作率方面的作用也有限。

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