Gilliland F, Avol E, McConnell R, Berhane K, Gauderman W J, Lurmann F W, Urman R, Chang R, Rappaport E B, Howland S
Department of Preventive Medicine, University of Southern California, Los Angeles.
Sonoma Technology, Inc., Petaluma, California.
Res Rep Health Eff Inst. 2017 Jan;2017(190):1-75.
Ambient air pollution causes substantial morbidity and mortality in the United States and worldwide. To reduce this burden of adverse health effects, a broad array of strategies to reduce ambient air pollution has been developed and applied over past decades to achieve substantial reductions in ambient air pollution levels. This has been especially true in California, where the improvement of air quality has been a major focus for more than 50 years. Direct links between regulatory policies, changes in ambient pollutant concentrations, and improvements in public health have not been extensively documented. Data from the Children's Health Study (CHS), a multiyear study of children's respiratory health development, offered a unique opportunity to evaluate the effects of long-term reductions in air pollution on children's health.
We assessed whether changes in ambient air quality and emissions were reflected in three important indices of children's respiratory health: lung-function growth, lung-function level, and bronchitic symptoms. To make the best use of available data, these analyses were performed across the longest chronological period and largest CHS population available for the respective lung-function or bronchitic symptoms data sets. During field study operations over the course of the CHS, children's health status was documented annually by testing lung-function performance and the completion of standardized questionnaires covering a broad range of respiratory symptoms. Air quality data for the periods of interest were obtained from community monitoring stations, which operated in collaboration with regional air monitoring networks over the 20-year study time frame. Over the 20-year sampling period, common protocols were applied to collect data across the three cohorts of children. Each cohort's data set was assessed to investigate the relationship between temporal changes in lung-function development, prevalence of bronchitic symptoms, and ambient air pollution concentrations during a similar, vulnerable adolescent growth period (age 11 to 15 years). Analyses were performed separately for particulate matter ≤10 µm in aerodynamic diameter (PM₁₀), particulate matter ≤2.5 µm in aerodynamic diameter (PM₂.₅), ozone (O₃), and nitrogen dioxide (NO₂). Emissions data and regulatory policies were collected from the staff of state and regional regulatory agencies, modeling estimates, and archived reports.
Emissions in the regions of California studied during the 20-year period decreased by 54% for oxides of nitrogen (NOₓ), 65% for reactive organic gases (ROG), 21% for PM₂.₅, and 15% for PM₁₀. These reductions occurred despite a concurrent 22% increase in population and a 38% increase in motor vehicle miles driven during that time frame. Air quality improved over the same time frame, with reductions in NO₂ and PM₂.₅ in virtually all of the CHS communities. Annual average NO₂ decreased by about 53% (from 41 to 19 ppb) in the highest NO₂-reporting community (Upland) and by about 28% (from ~10 to 7 ppb) in one of the lowest NO₂-reporting communities (Santa Maria). Reductions in annual average PM₂.₅ concentrations ranged from 54% (33 to 15 µg/m³) in the community with the highest concentration (Mira Loma) to 13% (~9 to 8 µg/m³) in a community with one of the lowest concentrations (Santa Maria). Improvements in PM₁₀ and O₃ (measured during eight daytime hours, 10 AM to 6 PM) were most evident in the CHS communities that initially had the highest levels of PM and O₃. Trends in annual average NO₂, PM₂.₅, and PM₁₀ ambient air concentrations in the communities with higher-pollution levels were generally consistent with observed trends in NOₓ, ROG, PM₂.₅, and PM₁₀ emissions.
Significant improvements in lung-function growth in progressive cohorts were observed as air quality improved over the study period. Improvements in four-year growth of both forced expiratory volume in the first second of exhalation (FEV) and forced vital capacity (FVC) were associated with declining levels of NO₂ ( < 0.0001), PM₂.₅ ( < 0.01), and PM₁₀ ( < 0.001). These associations persisted after adjustment for important potential confounders. Further, significant improvements in lung-function growth were observed in both boys and girls and among asthmatic and non-asthmatic children. Within-community decreases in O₃ exposure were not significantly associated with lung-function growth. The proportion of children with clinically low FEV (defined as <80% predicted) at age 15 declined significantly, from 7.9% to 3.6% across the study periods, respectively, as the air quality improved ( < 0.005). We found little evidence to suggest that improvements in lung-function development were attributable to temporal confounding.
Reductions in outdoor levels of NO₂, O₃, PM₁₀, and PM₂.₅ across the cohort years of participation were associated with significant reductions in the prevalence of bronchitic symptoms regardless of asthma status, but observed improvements were larger in children with asthma. Among asthmatic children, the reductions in prevalence of bronchitic symptoms at age 10 were 21% ( < 0.01) for NO₂, 34% ( < 0.01) for O₃, 39% ( < 0.01) for PM₁₀, and 32% ( < 0.01) for PM₂.₅ for reductions of 4.9 ppb, 3.6 ppb, 5.8 µg/m³, and 6.8 µg/m³, respectively. Similar reductions in prevalence of bronchitic symptoms were observed at age 15 among these same asthmatic children. As in the lung-function analyses, we found little evidence that temporal confounding accounted for the observed associations of symptoms reduction with air quality improvement.
The large number and breadth of regulatory activities, as well as the prolonged phase-in periods of several policy approaches to reduce emissions, precluded the close temporal linkage of specific policies with specific changes in health status. However, the combination of policies addressing motor vehicle emissions - from on-board diagnostics to emission controls, from low-sulfur fuels to vehicle smog-check recertification, and from re-formulated gasoline to the various strategies contained within the San Pedro Bay Ports Clean Air Plan (especially the Clean Truck Program) - all contributed to an impressive and substantial reduction in emissions. These reductions collectively improved local and regional air quality, and improvements in local and regional air quality were associated with improvements in respiratory health.
This study provides evidence that multiyear improvements in air quality and emissions, primarily driven through a broad array of science-based regulatory policy initiatives, have resulted in improved public health outcomes. Our study demonstrates that improvements in air quality, brought about by science-based regulatory actions, are associated with improved respiratory health in children. These respiratory health metrics include reductions in respiratory symptoms and improvements in lung-function development in a population widely accepted to be at risk and highly vulnerable to the effects of air pollution. Our research findings underscore the importance of sustained air regulatory efforts as an effective means of achieving improved respiratory health in communities and regions affected by airborne pollution.
在美国及全球范围内,室外空气污染导致了大量的发病和死亡。为减轻这种对健康的不利影响负担,过去几十年来已制定并实施了一系列减少室外空气污染的策略,以大幅降低室外空气污染水平。加利福尼亚州尤其如此,在过去50多年里,空气质量改善一直是主要关注点。监管政策、环境污染物浓度变化与公众健康改善之间的直接联系尚未得到广泛记录。儿童健康研究(CHS)的数据,一项关于儿童呼吸健康发展的多年研究,提供了一个独特的机会来评估长期减少空气污染对儿童健康的影响。
我们评估了环境空气质量和排放的变化是否反映在儿童呼吸健康的三个重要指标中:肺功能增长、肺功能水平和支气管炎症状。为了充分利用现有数据,这些分析是在可获得的最长时间跨度和最大的CHS人群中进行的,这些人群对应着各自的肺功能或支气管炎症状数据集。在CHS的实地研究过程中,每年通过测试肺功能表现和完成涵盖广泛呼吸症状的标准化问卷来记录儿童的健康状况。感兴趣时期的空气质量数据来自社区监测站,这些监测站在20年的研究时间框架内与区域空气监测网络合作运行。在20年的采样期内,采用通用方案收集三个儿童队列的数据。对每个队列的数据集进行评估,以研究在类似的、易受影响的青少年生长阶段(11至15岁),肺功能发展的时间变化、支气管炎症状患病率与环境空气污染浓度之间的关系。分别对空气动力学直径≤10μm的颗粒物(PM₁₀)、空气动力学直径≤2.5μm的颗粒物(PM₂.₅)、臭氧(O₃)和二氧化氮(NO₂)进行分析。排放数据和监管政策是从州和地区监管机构的工作人员、模型估计以及存档报告中收集的。
在20年期间,加利福尼亚州研究区域内的氮氧化物(NOₓ)排放量下降了54%,活性有机气体(ROG)排放量下降了65%,PM₂.₅排放量下降了21%,PM₁₀排放量下降了15%。尽管在此期间人口同时增长了22%,机动车行驶里程增加了38%,但排放量仍实现了这些减少。在同一时间框架内空气质量得到改善,几乎所有CHS社区的NO₂和PM₂.₅都有所减少。报告NO₂最高的社区(阿普兰)的年平均NO₂下降了约53%(从约41ppb降至19ppb),而报告NO₂最低的社区之一(圣玛丽亚)下降了约28%(从约10ppb降至7ppb)。年平均PM₂.₅浓度的下降幅度从浓度最高的社区(米拉洛马)的54%(约33μg/m³降至15μg/m³)到浓度最低的社区之一(圣玛丽亚)的13%(约9μg/m³降至8μg/m³)。PM₁₀和O₃(在上午10点至下午6点的八个白天小时内测量)的改善在最初PM和O₃水平最高的CHS社区最为明显。污染水平较高的社区中年平均NO₂、PM₂.₅和PM₁₀环境空气浓度的趋势通常与观察到的NOₓ、ROG、PM₂.₅和PM₁₀排放趋势一致。
随着研究期间空气质量的改善,在逐渐推进的队列中观察到肺功能增长有显著改善。呼气第一秒用力呼气量(FEV)和用力肺活量(FVC)的四年增长改善与NO₂(<0.0001)、PM₂.₅(<0.01)和PM₁₀(<0.001)水平的下降相关。在对重要的潜在混杂因素进行调整后,这些关联仍然存在。此外,在男孩和女孩以及哮喘和非哮喘儿童中均观察到肺功能增长有显著改善。社区内O₃暴露的减少与肺功能增长没有显著关联。随着空气质量的改善,15岁时临床FEV低(定义为<预测值的80%)的儿童比例在整个研究期间分别从7.9%显著下降至3.6%(<0.005)。我们几乎没有发现证据表明肺功能发展的改善归因于时间混杂。
在参与研究的各队列年份中,室外NO₂、O₃、PM₁₀和PM₂.₅水平的降低与支气管炎症状患病率的显著降低相关,无论哮喘状况如何,但观察到的改善在哮喘儿童中更大。在哮喘儿童中,对于NO₂降低4.9ppb、O₃降低3.6ppb、PM₁₀降低5.8μg/m³和PM₂.₅降低6.8μg/m³,10岁时支气管炎症状患病率的降低分别为21%(<0.01)、34%(<0.01)、39%(<0.01)和32%(<0.01)。在这些相同的哮喘儿童中,15岁时支气管炎症状患病率也有类似的降低。与肺功能分析一样,我们几乎没有发现证据表明时间混杂解释了观察到的症状减少与空气质量改善之间的关联。
监管活动的数量众多且范围广泛,以及几种减少排放的政策方法的长期逐步实施阶段,使得特定政策与健康状况的特定变化之间缺乏紧密的时间联系。然而,从车载诊断到排放控制、从低硫燃料到车辆烟雾检查重新认证、从重新配方汽油到圣佩德罗湾港口清洁空气计划(特别是清洁卡车计划)中包含的各种策略等一系列针对机动车排放的政策组合,都共同促成了排放量的显著大幅减少。这些减少共同改善了当地和区域空气质量,而当地和区域空气质量的改善与呼吸健康的改善相关。
本研究提供了证据,表明主要通过一系列基于科学的监管政策举措实现的多年空气质量和排放改善,已带来了更好的公共卫生结果。我们的研究表明,基于科学的监管行动带来的空气质量改善与儿童呼吸健康的改善相关。这些呼吸健康指标包括在一个被广泛认为处于风险且极易受到空气污染影响的人群中,呼吸症状的减少和肺功能发展的改善。我们的研究结果强调了持续进行空气监管努力作为在受空气污染影响的社区和地区实现呼吸健康改善的有效手段的重要性。