West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China.
Graduate School of Kunming Medical University, Kunming, China.
Front Public Health. 2023 Jul 11;11:1140639. doi: 10.3389/fpubh.2023.1140639. eCollection 2023.
Several studies have examined the effects of city-level meteorological conditions on the associations between meteorological factors and hand, foot, and mouth disease (HFMD) risk. However, evidence that city-level meteorological conditions modify air pollutant-HFMD associations is lacking.
For each of the 17 cities in the Sichuan Basin, we obtained estimates of the relationship between exposures to multiple air pollutants and childhood HFMD risk by using a unified distributed lag nonlinear model (DLNM). Multivariate meta-regression models were used to identify the effects of city-level meteorological conditions as effect modifiers. Finally, we conducted subgroup analyses of age and sex to explore whether the modification effects varied in different subgroups.
The associations between PM/CO/O and HFMD risk showed moderate or substantial heterogeneity among cities ( statistics: 48.5%, 53.1%, and 61.1%). Temperature conditions significantly modified the PM-HFMD association, while relative humidity and rainfall modified the O-HFMD association. Low temperatures enhanced the protective effect of PM exposure against HFMD risk [PM <32.7 μg/m or PM >100 μg/m, at the 99th percentile: relative risk (RR) = 0.14, 95% CI: 0.03-0.60]. Low relative humidity increased the adverse effect of O exposure on HFMD risk (O >128.7 μg/m, at the 99th percentile: RR = 2.58, 95% CI: 1.48-4.50). However, high rainfall decreased the risk of HFMD due to O exposure (O: 14.1-41.4 μg/m). In addition, the modification effects of temperature and relative humidity differed in the female and 3-5 years-old subgroups.
Our findings revealed moderate or substantial heterogeneity in multiple air pollutant-HFMD relationships. Temperature, relative humidity, and rainfall modified the relationships between PM or O exposure and HFMD risk.
多项研究已经检验了城市层面气象条件对气象因素与手足口病(HFMD)风险之间关联的影响。然而,缺乏城市层面气象条件改变空气污染物与 HFMD 关联的证据。
对于四川盆地内的 17 个城市,我们使用统一的分布滞后非线性模型(DLNM)获得了暴露于多种空气污染物与儿童 HFMD 风险之间关系的估计值。多变量荟萃回归模型用于确定城市层面气象条件作为效应修饰剂的影响。最后,我们进行了年龄和性别亚组分析,以探讨修饰效应是否在不同亚组中有所不同。
PM/CO/O 与 HFMD 风险之间的关联在城市之间存在中度或高度异质性(统计数据:48.5%、53.1%和 61.1%)。温度条件显著改变了 PM 与 HFMD 之间的关联,而相对湿度和降雨量改变了 O 与 HFMD 之间的关联。低温增强了 PM 暴露对 HFMD 风险的保护作用[PM <32.7 μg/m 或 PM >100 μg/m ,在第 99 百分位数:相对风险(RR)=0.14,95%置信区间(CI):0.03-0.60]。低相对湿度增加了 O 暴露对 HFMD 风险的不利影响(O >128.7 μg/m ,在第 99 百分位数:RR=2.58,95%CI:1.48-4.50)。然而,高降雨量降低了 O 暴露引起的 HFMD 风险(O:14.1-41.4 μg/m)。此外,温度和相对湿度的修饰效应在女性和 3-5 岁年龄亚组中有所不同。
我们的研究结果表明,多种空气污染物与 HFMD 之间的关系存在中度或高度异质性。温度、相对湿度和降雨量改变了 PM 或 O 暴露与 HFMD 风险之间的关系。