BK21Plus Program in Embodiment: Health-Society Interaction, Department of Public Health Sciences, Graduate School, Korea University, Seoul, Korea.
School of Forestry and Environmental Studies, Yale University, New Haven, CT, USA.
Epidemiol Health. 2020;42:e2020012. doi: 10.4178/epih.e2020012. Epub 2020 Mar 12.
Epidemiological evidence of associations between ambient particulate matter (PM) and tuberculosis (TB) risk is accumulating. Two previous studies in Korea found associations between air pollution-especially sulfur dioxide (SO2)-and TB. In this study, we conducted an annual time-series cross-sectional study to assess the effect of PM with an aerodynamic diameter less than 10 μm (PM10) on TB risk in seven major cities of Korea from 2010 to 2016, taking into account time lag and long-term cumulative exposure.
Age-standardized TB notification rates were derived using the Korea National TB Surveillance System. Annual average PM10 concentrations were obtained from annual Korean air quality reports. We applied a generalized linear mixed model with unconstrained distributed lags of exposure to PM10. We adjusted for potential confounders such as age, health behaviors, and area-level characteristics.
Both average annual PM10 concentrations and age-standardized TB notification rates decreased over time. The association between cumulative exposure to PM10 and TB incidence became stronger as a longer exposure duration was considered. An increase of one standard deviation (5.63 μg/m3) in PM10 exposure for six years was associated with a 1.20 (95% confidence interval, 1.17 to 1.22) times higher TB notification rate. The marginal association of exposure duration with the TB notification rate was highest at four and five years prior to TB notification. This association remained consistent even after adjusting it for exposure to SO2.
The findings of this study suggest that cumulative exposure to PM10 may affect TB risk, with a potential lag effect.
环境颗粒物(PM)与结核病(TB)风险之间关联的流行病学证据正在不断积累。韩国的两项先前研究发现,空气污染,尤其是二氧化硫(SO2)与 TB 之间存在关联。在这项研究中,我们进行了一项年度时间序列的病例交叉研究,以评估 2010 年至 2016 年期间韩国七个主要城市中 PM10(空气动力学直径小于 10μm 的颗粒物)对 TB 风险的影响,同时考虑到时间滞后和长期累积暴露。
使用韩国国家结核病监测系统得出年龄标准化的 TB 报告率。每年的 PM10 浓度从年度韩国空气质量报告中获得。我们应用了一个广义线性混合模型,采用不受限制的 PM10 暴露分布滞后来进行分析。我们调整了潜在的混杂因素,如年龄、健康行为和区域特征。
平均年 PM10 浓度和年龄标准化的 TB 报告率随时间呈下降趋势。随着考虑的暴露时间延长,累积 PM10 暴露与 TB 发病率之间的关联变得更强。在六年的时间里,PM10 暴露增加一个标准差(5.63μg/m3)与 TB 报告率增加 1.20 倍(95%置信区间,1.17 至 1.22)相关。暴露时间与 TB 报告率之间的边际关联在 TB 报告前四到五年最高。即使在调整 SO2 暴露后,这种关联仍然保持一致。
本研究的结果表明,累积 PM10 暴露可能会影响 TB 风险,且可能存在滞后效应。