School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China; Big Data Research Center, University of Electronic Science and Technology of China, Chengdu, China.
Big Data Research Center, University of Electronic Science and Technology of China, Chengdu, China.
Environ Res. 2021 Feb;193:110581. doi: 10.1016/j.envres.2020.110581. Epub 2020 Dec 9.
Evidence on the short-term effects of size-specific particulate matter with aerodynamic diameter ≤2.5 μm (PM), ≤10 μm (PM), and their difference (PM) on children's Lower Respiratory Infections (LRI) is scare. This study aimed to estimate the differential effects of three size-specific PM on hospitalizations of children aged <18 years for pneumonia and bronchitis in 18 cities of southwestern China. The city-specific association was firstly estimated using the over-dispersed generalized additive model and then combined to obtain the regional average association. Further, to evaluate the robustness of the key findings, subgroup analyses and co-pollutant models were constructed. PM-related risks of LRI differed by PM fractions and cause-specific LRI. A 10 μg/m increment in PM_lag03, PM_lag06, and PM_lag06 was associated with a 0.79% (95% CI: 0.29%, 1.29%), 0.77% (95% CI: 0.13%, 1.41%), and 2.33% (95% CI: 1.23%, 3.44%) increase in children's LRI hospitalizations, respectively. After adjustment for gaseous pollutants, adverse effects of the three types of size-specific PM on pneumonia hospitalizations were stable, ranging from 0.29% (95% CI: 0.05%, 0.54%) for PM-2.50% (95% CI: 1.38%, 3.64%) for PM. Additionally, PM-related risk of bronchitis hospitalizations remained stable after adjustment for gaseous pollutants. Associations of pneumonia with PM and PM in infants, bronchitis with PM in children aged 6-17 years, pneumonia and bronchitis with PM, PM, and PM in children aged 1-5 years were all statistical significant. Specifically, the effects of PM on LRI hospitalizations increased by age, with the highest effect of 1.72% (95%CI: 1.01%, 2.43%) in children aged 6-17 years. Our study provided evidence for short-term effects of different PM fractions on children LRI hospitalizations in Southwestern China, which will be useful for making and promoting policies on air quality standards in order to protect children's health.
目前关于粒径在 2.5μm 以下(PM)、10μm 以下(PM)和两者之差(PM)的特定颗粒物对儿童下呼吸道感染(LRI)的短期影响的证据有限。本研究旨在评估三种特定粒径的 PM 对中国西南部 18 个城市 18 岁以下儿童因肺炎和支气管炎住院的差异影响。首先使用过离散广义加性模型估计城市特异性关联,然后对其进行组合以获得区域平均关联。此外,为了评估关键发现的稳健性,构建了亚组分析和共同污染物模型。LRI 与 PM 分数和特定病因的 LRI 有关。PM_lag03、PM_lag06 和 PM_lag06 每增加 10μg/m,儿童 LRI 住院的风险分别增加 0.79%(95%CI:0.29%,1.29%)、0.77%(95%CI:0.13%,1.41%)和 2.33%(95%CI:1.23%,3.44%)。在调整气态污染物后,三种特定粒径的 PM 对肺炎住院的不良影响仍然稳定,范围从 PM-2.5 的 0.29%(95%CI:0.05%,0.54%)到 PM 的 1.38%(95%CI:3.64%)。此外,调整气态污染物后,支气管炎住院与 PM 的相关性仍然稳定。婴儿肺炎与 PM 和 PM 的相关性、6-17 岁儿童支气管炎与 PM 的相关性、1-5 岁儿童肺炎和支气管炎与 PM、PM 和 PM 的相关性均具有统计学意义。具体而言,PM 对 LRI 住院的影响随着年龄的增长而增加,在 6-17 岁儿童中,影响最大,为 1.72%(95%CI:1.01%,2.43%)。本研究为不同 PM 分数对中国西南部儿童 LRI 住院的短期影响提供了证据,这将有助于制定和推广空气质量标准政策,以保护儿童健康。