Institute of Geography and Spatial Organization, Polish Academy of Sciences, Twarda 51/55, 00-818, Warsaw, Poland.
Leibniz Research Centre for Working Environment and Human Factors at TU Dortmund (IfADo), Dortmund, Germany.
Int J Biometeorol. 2021 Jun;65(6):929-944. doi: 10.1007/s00484-021-02076-2. Epub 2021 Jan 17.
In order to assess the influence of atmospheric conditions and particulate matter (PM) on the seasonally varying incidence of influenza-like illnesses (ILI) in the capital of Poland-Warsaw, we analysed time series of ILI reported for the about 1.75 million residents in total and for different age groups in 288 approximately weekly periods, covering 6 years 2013-2018. Using Poisson regression, we predicted ILI by the Universal Thermal Climate Index (UTCI) as biometeorological indicator, and by PM2.5 and PM10, respectively, as air quality measures accounting for lagged effects spanning up to 3 weeks. Excess ILI incidence after adjusting for seasonal and annual trends was calculated by fitting generalized additive models. ILI morbidity increased with rising PM concentrations, for both PM2.5 and PM10, and with cooler atmospheric conditions as indicated by decreasing UTCI. While the PM effect focused on the actual reporting period, the atmospheric influence exhibited a more evenly distributed lagged effect pattern over the considered 3-week period. Though ILI incidence adjusted for population size significantly declined with age, age did not significantly modify the effect sizes of both PM and UTCI. These findings contribute to better understanding environmental conditionings of influenza seasonality in a temperate climate. This will be beneficial to forecasting future dynamics of ILI and to planning clinical and public health resources under climate change scenarios.
为了评估大气条件和颗粒物(PM)对波兰首都华沙流感样疾病(ILI)季节性发病的影响,我们分析了 2013 年至 2018 年期间,总计约 175 万居民和不同年龄组的 288 个约每周时间段内报告的 ILI 的时间序列。使用泊松回归,我们根据通用热气候指数(UTCI)作为生物气象指标,以及 PM2.5 和 PM10 预测 ILI,分别作为空气质量指标,考虑了长达 3 周的滞后效应。通过拟合广义相加模型,计算了调整季节性和年度趋势后的 ILI 发病率。ILI 发病率随着 PM 浓度的升高而增加,PM2.5 和 PM10 均如此,随着 UTCI 降低,大气条件也变得更加凉爽。虽然 PM 效应主要集中在实际报告期,但大气影响在考虑的 3 周期间呈现出更均匀分布的滞后效应模式。尽管调整人口规模后的 ILI 发病率随年龄显著下降,但年龄并没有显著改变 PM 和 UTCI 的效应大小。这些发现有助于更好地了解温带气候中流感季节性的环境条件。这将有利于预测未来 ILI 的动态,并在气候变化情景下规划临床和公共卫生资源。