Dadvand Payam, Nieuwenhuijsen Mark J, Basagaña Xavier, Alvarez-Pedrerol Mar, Dalmau-Bueno Albert, Cirach Marta, Rivas Ioar, Brunekreef Bert, Querol Xavier, Morgan Ian G, Sunyer Jordi
ISGlobal, Centre for Research in Environmental Epidemiology (CREAL), Barcelona, Spain.
Pompeu Fabra University, Barcelona, Spain.
PLoS One. 2017 Apr 3;12(4):e0167046. doi: 10.1371/journal.pone.0167046. eCollection 2017.
To investigate the association between exposure to traffic-related air pollution and use of spectacles (as a surrogate measure for myopia) in schoolchildren.
We analyzed the impact of exposure to NO2 and PM2.5 light absorbance at home (predicted by land-use regression models) and exposure to NO2 and black carbon (BC) at school (measured by monitoring campaigns) on the use of spectacles in a cohort of 2727 schoolchildren (7-10 years old) in Barcelona (2012-2015). We conducted cross-sectional analyses based on lifelong exposure to air pollution and prevalent cases of spectacles at baseline data collection campaign as well as longitudinal analyses based on incident cases of spectacles use and exposure to air pollution during the three-year period between the baseline and last data collection campaigns. Logistic regression models were developed to quantify the association between spectacles use and each of air pollutants adjusted for relevant covariates.
An interquartile range increase in exposure to NO2 and PM2.5 absorbance at home was respectively associated with odds ratios (95% confidence intervals (CIs)) for spectacles use of 1.16 (1.03, 1.29) and 1.13 (0.99, 1.28) in cross-sectional analyses and 1.15 (1.00, 1.33) and 1.23 (1.03, 1.46) in longitudinal analyses. Similarly, odds ratio (95% CIs) of spectacles use associated with an interquartile range increase in exposures to NO2 and black carbon at school was respectively 1.32 (1.09, 1.59) and 1.13 (0.97, 1.32) in cross-sectional analyses and 1.12 (0.84, 1.50) and 1.27 (1.03, 1.56) in longitudinal analyses. These findings were robust to a range of sensitivity analyses that we conducted.
We observed increased risk of spectacles use associated with exposure to traffic-related air pollution. These findings require further confirmation by future studies applying more refined outcome measures such as quantified visual acuity and separating different types of refractive errors.
研究学龄儿童接触与交通相关的空气污染与佩戴眼镜(作为近视的替代指标)之间的关联。
我们分析了在家中接触二氧化氮(NO₂)和细颗粒物(PM₂.₅)吸光度(通过土地利用回归模型预测)以及在学校接触二氧化氮和黑碳(BC)(通过监测活动测量)对巴塞罗那2727名学龄儿童(7至10岁)(2012 - 2015年)佩戴眼镜情况的影响。我们基于在基线数据收集活动中对空气污染的终生暴露和眼镜的现患病例进行了横断面分析,并基于在基线和最后一次数据收集活动之间的三年期间眼镜使用的新发病例和空气污染暴露进行了纵向分析。建立了逻辑回归模型,以量化佩戴眼镜与每种空气污染物之间经相关协变量调整后的关联。
在家中接触二氧化氮和PM₂.₅吸光度的四分位数间距增加,在横断面分析中分别与佩戴眼镜的比值比(95%置信区间(CIs))为1.16(1.03,1.29)和1.13(0.99,1.28)相关,在纵向分析中为1.15(1.00,1.33)和1.23(1.03,1.46)。同样,在学校接触二氧化氮和黑碳的四分位数间距增加与佩戴眼镜的比值比(95% CIs),在横断面分析中分别为1.32(1.09,1.59)和1.13(0.97,1.32),在纵向分析中为1.12(0.84,1.50)和1.27(1.03,1.56)。我们进行的一系列敏感性分析结果均显示这些发现具有稳健性。
我们观察到与接触与交通相关的空气污染相关的佩戴眼镜风险增加。这些发现需要未来研究采用更精确的结局指标(如量化视力并区分不同类型的屈光不正)进行进一步证实。