Neurology Unit, College of Medicine, University of Ibadan , Ibadan , Nigeria.
Front Public Health. 2015 Nov 10;3:250. doi: 10.3389/fpubh.2015.00250. eCollection 2015.
Seasonal influenza epidemics occur annually during the winter in the northern and southern hemispheres, but timing of peaks and severity vary seasonally. Low humidity, which enhances survival and transmission of influenza virus, is the major risk factor. Both El Niño and La Niña phases of El Niño-southern oscillation (ENSO), which determine inter-annual variation of precipitation, are putative risk factors. This study was done to determine if seasonality, timing of peak, and severity of influenza epidemics are coupled to phases of ENSO. Monthly time series of positive specimens for influenza viruses and of multivariate El Niño-Southern Oscillation Index from January 2000 to August 2015 were analyzed. Seasonality, wavelet spectra, and cross-wavelet spectra analyses were performed. Of 31 countries in the dataset, 21 were in the northern hemisphere and 10 in the southern hemisphere. The highest number of influenza cases occurred in January in the northern hemisphere, but in July in the southern hemisphere, p < 0.0001. Seasonal influenza epidemic was coupled to El Niño, while low occurrence was coupled to La Niña. The moderate La Niña of 2010-2011 was followed by weak seasonal influenza epidemic. The influenza pandemic of 2009-2010 followed the moderate El Niño of 2009-2010, which had three peaks. Spectrograms showed time-varying periodicities of 6-48 months for ENSO, 6-24 months for influenza in the northern hemisphere, and 6-12 months for influenza in the southern hemisphere. Cross spectrograms showed time-varying periodicities at 6-36 months for ENSO and influenza in both hemispheres, p < 0.0001. Phase plots showed that influenza time series lagged ENSO in both hemispheres. Severity of seasonal influenza increases during El Niño, but decreases during La Niña. Coupling of seasonality, timing, and severity of influenza epidemics to the strength and waveform of ENSO indicate that forecast models of El Niño should be integrated into surveillance programs for influenza epidemics.
季节性流感在北半球和南半球的冬季每年都会发生,但高峰期的时间和严重程度会随季节变化而变化。低湿度会增强流感病毒的存活和传播,这是主要的危险因素。厄尔尼诺-南方涛动(ENSO)的厄尔尼诺和拉尼娜阶段都被认为是潜在的危险因素,这两个阶段决定了降水的年际变化。本研究旨在确定流感疫情的季节性、高峰期时间和严重程度是否与 ENSO 阶段有关。我们分析了 2000 年 1 月至 2015 年 8 月期间每月的流感病毒阳性标本和多元 ENSO 指数的时间序列。进行了季节性、小波谱和交叉小波谱分析。在数据集中的 31 个国家中,21 个位于北半球,10 个位于南半球。北半球的流感病例数最高出现在 1 月,而南半球则出现在 7 月,p<0.0001。季节性流感与厄尔尼诺现象有关,而低发生率则与拉尼娜现象有关。2010-2011 年的中度拉尼娜现象之后是较弱的季节性流感疫情。2009-2010 年的流感大流行紧随 2009-2010 年的中度厄尔尼诺现象之后,后者有三个高峰期。时频谱显示 ENSO 的时间变化周期为 6-48 个月,北半球流感的时间变化周期为 6-24 个月,南半球流感的时间变化周期为 6-12 个月。交叉时频谱显示 ENSO 和两个半球的流感的时间变化周期为 6-36 个月,p<0.0001。相位图显示,两个半球的流感时间序列都滞后于 ENSO。季节性流感的严重程度在厄尔尼诺期间增加,但在拉尼娜期间减少。流感疫情的季节性、高峰期时间和严重程度与 ENSO 的强度和波形有关,这表明厄尔尼诺预测模型应纳入流感疫情监测计划。