Department of Public Health, China Medical University, Taichung, Taiwan.
PLoS One. 2011;6(8):e23853. doi: 10.1371/journal.pone.0023853. Epub 2011 Aug 31.
In the aftermath of the global spread of 2009 influenza A (pH1N1) virus, still very little is known of the early stages of the outbreak in Mexico during the early months of the year, before the virus was identified.
METHODOLOGY/MAIN FINDINGS: We fit a simple mathematical model, the Richards model, to the number of excess laboratory-confirmed influenza cases in Mexico and Mexico City during the first 15 weeks in 2009 over the average influenza case number of the previous five baseline years of 2004-2008 during the same period to ascertain the turning point (or the peak incidence) of a wave of early influenza infections, and to estimate the transmissibility of the virus during these early months in terms of its basic reproduction number. The results indicate that there may have been an early epidemic in Mexico City as well as in all of Mexico during February/March. Based on excess influenza cases, the estimated basic reproduction number R₀ for the early outbreak was 1.59 (0.55 to 2.62) for Mexico City during weeks 5-9, and 1.25 (0.76, 1.74) for all of Mexico during weeks 5-14.
We established the existence of an early epidemic in Mexico City and in all of Mexico during February/March utilizing the routine influenza surveillance data, although the location of seeding is unknown. Moreover, estimates of R₀ as well as the time of peak incidence (the turning point) for Mexico City and all of Mexico indicate that the early epidemic in Mexico City in February/March had been more transmissible (larger R₀) and peaked earlier than the rest of the country. Our conclusion lends support to the possibility that the virus could have already spread to other continents prior to the identification of the virus and the reporting of lab-confirmed pH1N1 cases in North America in April.
2009 年甲型 H1N1 流感病毒在全球范围内传播后,人们对该病毒在当年年初于墨西哥的早期阶段仍知之甚少,当时该病毒尚未被确认。
方法/主要发现:我们拟合了一个简单的数学模型,即 Richards 模型,以确定 2009 年墨西哥和墨西哥城在第一波早期流感感染的转折点(或发病高峰),并根据其基本繁殖数来估计病毒在这些早期几个月的传染性。我们将 2009 年前 5 年(2004-2008 年)同期的每周平均流感病例数与 2009 年第一季度的实验室确诊流感病例数进行比较,以确定 2009 年第一季度的实验室确诊流感病例数是否存在异常。结果表明,2 月/3 月期间,墨西哥城乃至整个墨西哥可能已经出现了早期疫情。根据流感病例的增加,在第 5-9 周期间,墨西哥城早期疫情的基本繁殖数 R₀估计值为 1.59(0.55 至 2.62),在第 5-14 周期间,整个墨西哥的 R₀估计值为 1.25(0.76 至 1.74)。
我们利用常规流感监测数据确定了 2 月/3 月期间墨西哥城和整个墨西哥存在早期疫情,但播种地点尚不清楚。此外,墨西哥城和整个墨西哥的 R₀估计值以及发病高峰(转折点)时间表明,2 月/3 月期间墨西哥城的早期疫情传染性更强(更大的 R₀),且发病高峰早于该国其他地区。我们的结论支持这样一种可能性,即在 4 月北美报告实验室确诊的 pH1N1 病例之前,病毒可能已经传播到其他大洲。