Rosa Maria José, Lamadrid-Figueroa Hector, Alcala Cecilia, Colicino Elena, Tamayo-Ortiz Marcela, Mercado-Garcia Adriana, Kloog Itai, Just Allan C, Bush Douglas, Carroll Kecia N, Téllez-Rojo Martha María, Wright Robert O, Gennings Chris, Wright Rosalind J
Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, New York.
Department of Perinatal Health, Center for Population Health Research, National Institute of Public Health (INSP), Cuernavaca, Mexico.
Environ Epidemiol. 2022 Dec 14;7(1):e234. doi: 10.1097/EE9.0000000000000234. eCollection 2023 Feb.
Data integration of epidemiologic studies across different geographic regions can provide enhanced exposure contrast and statistical power to examine adverse respiratory effects of early-life exposure to particulate matter <2.5 microns in diameter (PM). Methodological tools improve our ability to combine data while more fully accounting for study heterogeneity.
Analyses included children enrolled in two longitudinal birth cohorts in Boston, Massachusetts, and Mexico City. Propensity score matching using the 1:3 nearest neighbor with caliper method was used. Residential PM exposure was estimated from 2 months before birth to age 6 years using a validated satellite-based spatiotemporal model. Lung function was tested at ages 6-11 years and age, height, race, and sex adjusted z scores were estimated for FEV, FVC, FEF, and FEV/FVC. Using distributed lag nonlinear models, we examined associations between monthly averaged PM levels and lung function outcomes adjusted for covariates, in unmatched and matched pooled samples.
In the matched pooled sample, PM exposure between postnatal months 35-44 and 35-52 was associated with lower FEV and FVC z scores, respectively. A 5 µg/m increase in PM was associated with a reduction in FEV z score of 0.13 (95% CI = -0.26, -0.01) and a reduction in FVC z score of 0.13 (95% CI = -0.25, -0.01). Additionally PM during postnatal months 23-39 was associated with a reduction in FEF z score of 0.31 (95% CI = -0.57, -0.05).
Methodological tools enhanced our ability to combine multisite data while accounting for study heterogeneity. Ambient PM exposure in early childhood was associated with lung function reductions in middle childhood.
整合不同地理区域的流行病学研究数据,可以增强暴露对比,并提高统计效力,以检验生命早期暴露于直径小于2.5微米的颗粒物(PM)对呼吸系统的不良影响。方法学工具提高了我们合并数据的能力,同时更全面地考虑了研究的异质性。
分析纳入了马萨诸塞州波士顿和墨西哥城两个出生队列研究中的儿童。采用倾向得分匹配法,1:3最近邻匹配并使用卡尺法。使用经过验证的基于卫星的时空模型,估计从出生前2个月到6岁的居住PM暴露情况。在6至11岁时测试肺功能,并针对FEV、FVC、FEF和FEV/FVC估计年龄、身高、种族和性别调整后的z评分。使用分布滞后非线性模型,我们在未匹配和匹配的合并样本中,研究了月平均PM水平与经协变量调整后的肺功能结果之间的关联。
在匹配的合并样本中,出生后35至44个月和35至52个月的PM暴露分别与较低的FEV和FVC z评分相关。PM每增加5 µg/m,FEV z评分降低0.13(95%CI = -0.26,-0.01),FVC z评分降低0.13(95%CI = -0.25,-0.01)。此外,出生后23至39个月的PM与FEF z评分降低0.31(95%CI = -0.57,-0.05)相关。
方法学工具提高了我们合并多地点数据并考虑研究异质性的能力。儿童早期的环境PM暴露与儿童中期的肺功能下降有关。