School of Public Health, Nanjing Medical University, Nanjing, China.
Centre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, United Kingdom.
Euro Surveill. 2022 Apr;27(16). doi: 10.2807/1560-7917.ES.2022.27.16.2100619.
BackgroundRespiratory syncytial virus (RSV) is the predominant cause of clinical pneumonia among infants and young children, often peaking during the winter months in temperate regions.AimTo describe RSV seasonality in 13 European countries and examine its association with meteorological factors.MethodsWe included weekly RSV seasonality data from 13 European countries between week 40 2010 and week 39 2019. Using local weighted regression method, we modelled weekly RSV activity with meteorological factors using data from the 2010/11 to the 2017/18 season. We predicted the weekly RSV activity of the 2018/19 season across 41 European countries and validated our prediction using empirical data.ResultsAll countries had annual wintertime RSV seasons with a longitudinal gradient in RSV onset (Pearson's correlation coefficient, r = 0.71, 95% CI: 0.60 to 0.80). The RSV season started 3.8 weeks later (95% CI: -0.5 to 8.0) in countries in the eastern vs western parts of Europe, and the duration ranged from 8-18 weeks across seasons and countries. Lower temperature and higher relative humidity were associated with higher RSV activity, with a 14-day lag time. Through external validation, the prediction error in RSV season onset was -2.4 ± 3.2 weeks. Similar longitudinal gradients in RSV onset were predicted by our model for the 2018/19 season (r = 0.45, 95% CI: 0.16 to 0.66).ConclusionMeteorological factors, such as temperature and relative humidity, could be used for early warning of RSV season onset. Our findings may inform healthcare services planning and optimisation of RSV immunisation strategies in Europe.
呼吸道合胞病毒(RSV)是婴儿和幼儿临床肺炎的主要病原体,在温带地区常于冬季达到高峰。
描述 13 个欧洲国家的 RSV 季节性,并研究其与气象因素的关联。
我们纳入了 13 个欧洲国家在 2010 年第 40 周至 2019 年第 39 周之间的每周 RSV 季节性数据。使用局部加权回归方法,我们使用 2010/11 年至 2017/18 年的气象数据对每周 RSV 活动与气象因素进行建模。我们预测了 2018/19 年 41 个欧洲国家的每周 RSV 活动,并使用实际数据验证了我们的预测。
所有国家均存在冬季 RSV 季节,RSV 发病呈纵向梯度分布(皮尔逊相关系数,r=0.71,95%置信区间:0.60 至 0.80)。与欧洲西部国家相比,东部国家的 RSV 季节开始时间晚 3.8 周(95%置信区间:-0.5 至 8.0),且各季节和国家的持续时间范围为 8-18 周。较低的温度和较高的相对湿度与较高的 RSV 活性相关,存在 14 天的滞后时间。通过外部验证,我们的预测 RSV 发病季节开始的误差为-2.4±3.2 周。我们的模型预测 2018/19 年的 RSV 发病也存在类似的纵向梯度(r=0.45,95%置信区间:0.16 至 0.66)。
气象因素(如温度和相对湿度)可用于 RSV 发病季节的早期预警。我们的研究结果可能为欧洲的医疗保健服务规划和 RSV 免疫接种策略的优化提供信息。