Nishiura Hiroshi, Kashiwagi Tomoko
Theoretical Epidemiology, University of Utrecht, Yalelaan 7, 3584 CL Utrecht, The Netherlands.
Interdiscip Perspect Infect Dis. 2009;2009:591935. doi: 10.1155/2009/591935. Epub 2009 Jan 4.
Seasonal variation in smallpox transmission is one of the most pressing ecological questions and is relevant to bioterrorism preparedness. The present study reanalyzed 7 historical datasets which recorded monthly cases or deaths. In addition to time series analyses of reported data, an estimation and spectral analysis of the effective reproduction number at calendar time t, R(t), were made. Meteorological variables were extracted from a report in India from 1890-1921 and compared with smallpox mortality as well as R(t). Annual cycles of smallpox transmission were clearly shown not only in monthly reports but also in the estimates of R(t). Even short-term epidemic data clearly exhibited an annual peak every January. Both mortality and R(t) revealed significant negative association (P < .01) and correlation (P < .01), respectively, with humidity. These findings suggest that smallpox transmission greatly varies with season and is most likely enhanced by dry weather.
天花传播的季节性变化是最紧迫的生态学问题之一,并且与生物恐怖主义防范相关。本研究重新分析了7个记录每月病例或死亡情况的历史数据集。除了对报告数据进行时间序列分析外,还对日历时间t的有效繁殖数R(t)进行了估计和频谱分析。从印度1890 - 1921年的一份报告中提取气象变量,并与天花死亡率以及R(t)进行比较。天花传播的年度周期不仅在月度报告中清晰可见,在R(t)的估计中也很明显。即使是短期疫情数据也明显显示每年1月出现一个年度高峰。死亡率和R(t)分别与湿度呈现出显著的负相关(P <.01)和相关性(P <.01)。这些发现表明,天花传播随季节变化很大,很可能因干燥天气而增强。