Am J Epidemiol. 2013 Nov 1;178(9):1469-77. doi: 10.1093/aje/kwt132. Epub 2013 Sep 12.
Influenza epidemics in temperate regions show a characteristic seasonal pattern with peak incidence occurring in winter. Previous research has shown that low absolute humidity and school holidays can both affect influenza transmission. During an epidemic, transmission is strongly influenced by the depletion of susceptibles (i.e., increase in the number of those immune). To assess how much variability in influenza transmission intensity is due to each of these driving factors, we used a long time series of the number of weekly visits to general practitioners for influenzalike illness in the Netherlands from 1970-2011 and transformed this into a time series of weekly influenza reproduction numbers, which are a measure of transmission intensity. We used statistical regression techniques to quantify how the reproduction numbers were affected by each driving factor. We found a clear ranking of importance of driving factors in explaining the variation in transmission intensity. Most of the variation (30%) was explained by the depletion of susceptibles during the season, 27% was explained by between-season effects, and 3% was explained by absolute humidity. School holidays at the Christmas period did not have a statistically significant effect on influenza transmission. Although the influence of absolute humidity was small, its seasonal fluctuations may determine when sustained influenza transmission is possible and may thus drive influenza seasonality.
温带地区的流感流行具有明显的季节性特征,发病高峰出现在冬季。先前的研究表明,绝对湿度低和学校放假都可能影响流感的传播。在流行期间,传播受到易感染者(即免疫人数增加)的消耗的强烈影响。为了评估这些驱动因素中每一个因素对流感传播强度的变化有多大影响,我们使用了荷兰从 1970 年至 2011 年每周因流感样疾病看医生的人数的长时间序列,并将其转化为每周流感繁殖数的时间序列,这是衡量传播强度的一个指标。我们使用统计回归技术来量化每个驱动因素对繁殖数的影响。我们发现,驱动因素对解释传播强度变化的重要性有明确的排名。易感染者在季节中的消耗解释了大部分变化(30%),季节间效应解释了 27%,绝对湿度解释了 3%。圣诞节期间的学校假期对流感传播没有统计学上的显著影响。尽管绝对湿度的影响很小,但它的季节性波动可能决定了持续流感传播是否可能,从而驱动流感的季节性。