Abstract
Purpose of Review
Exposure to air pollutants is linked with poor asthma control in children and represents a potentially modifiable risk factor for impaired lung function, rescue medication use, and increased asthma-related healthcare utilization. Identification of the most relevant pollutants to asthma as well as susceptibility factors and strategies to reduce exposure are needed to improve child health.
Recent Findings
The current available literature supports the association between pollutants and negative asthma outcomes. Ethnicity, socioeconomic status, and presence of certain gene polymorphisms may impact susceptibility to the negative health effects of air pollution. Improved air quality standards were associated with better asthma outcomes.
Summary
The link between air pollution and pediatric asthma morbidity is supported by the recent relevant literature. Continued efforts are needed to identify the most vulnerable populations and develop strategies to reduce exposures and improve air quality.
Keywords: pollution, asthma, morbidity, exposure, lung function
Introduction
Asthma is the most common chronic illness of childhood, affecting over 6 million U.S. children and resulting in over 136,000 pediatric hospitalizations in 2010 (1). Multiple factors influence asthma morbidity including access to healthcare, adherence to medications, and health literacy. Allergic T helper type 2 (TH2)-predominant asthma is the most common endotype in children and is mediated by immunoglobulin E (IgE), eosinophils, and TH2 cytokines such as Interleukin (IL)-4, 5, and 13. Though asthma therapies targeting these components of TH2-predominant inflammation have been successful for reducing features of asthma, they often do not completely eliminate asthma symptoms or prevent exacerbations, indicating that other non-TH2 factors are involved in perpetuating airway inflammation and must be considered. Environmental exposures to indoor and outdoor pollutants influence asthma severity and control, and may play a role in asthma inception. Children are disproportionately affected by the negative health effects of air pollution. We have focused this review on the most relevant indoor and outdoor pollutant exposures in the context of pediatric asthma, including a discussion of susceptibility factors and strategies for reducing the impact of pollutant exposures on asthma morbidity in children.
How do pollutants influence childhood asthma morbidity?
Exposure to air pollutants has been consistently linked with poor asthma control in children, with numerous studies showing reduced lung function (2**–7**)(Table 1) and increased rates of rescue medication use, emergency department visits, and hospitalizations for asthma exacerbation (8*–13)(Table 2). In this section, we discuss the most recent evidence for the effects of air pollutants on pediatric asthma.
Table 1.
Reference | Study Design | Age (years) | Exposure Assessment | N | Pollutants | Outcomes | Notes |
---|---|---|---|---|---|---|---|
Schultz et al, 2016 (2**) | Prospective cohort | 16 | Average pollutant levels calculated from emissions and Gaussian disper-sion model | 2,278 | Nitrogen oxides (NOx) and PM10 | NOx and PM10 exposures in infancy were negatively associated with FEV1 at age 16 | Exposure to high levels of TRAP during first year of life associated with higher OR for FEV1 less than lower limit of normal |
Gaffin et al, 2017 (3*) | Cross sectional | 4–13 | Passive sampling of classrooms for 1 week periods twice a year | 188 | NO2 | NO2 levels highly associated with airflow obstruction | For every increase of 10 ppb in NO2, there was a 5% decrease in FEV1/FVC |
Ierodiakonou et al, 2016 (4*) | Post hoc analysis of CAMP study | 9 ± 2 (Median and SD) | Daily average levels linked to postal code of residence | 1,033 | CO, O3, NO2, SO2 | Negative correlation between pollutant concentrations and FEV1, FVC, FEV1/FVC and PC20 | |
Cakmak et al, 2016 (5) | Cross sectional | 11 (Mean) | Yearly average city measurements; land regression model to account for neighborhood | 1,528 | NO2, SO2, PM2.5 | Significant reduction in FEV1 for every IQR change in NO2 in low income group; reduction in FVC for every IQR change in SO2 in group with less than high school education | Socioeconomic status may modify effect of pollutants on lung function |
Rice et al, 2016 (6*) | Prospective cohort | 7.9 ± 0.8 (Mean and SD) | Distance from home to nearest roadway (for TRAP); aerosol optical depth (AOD) measure-ments (for PM2.5) | 614 | PM2.5, black carbon (BC) | Long term exposure to PM2.5 and BC were negatively associated with FVC and FEV1, even after passage of strict regulations on air quality. FEV1/FVC and bronchodilator response were not associated with pollutant exposure | Exposure to even relatively low amounts of pollutants was negatively associated with lung function |
Neophytou et al, 2016 (7**) | Case-control | 12.6 ±3.2 (GALAII) 13.7 ± 3.5 (SAGE II) |
Daily average levels accounting for distance of residence from monitoring stations | 1,449 Latino 519 African American |
PM2.5, PM10, NO2, O3, SO2 | 5 μg/m3 increase in lifetime PM2.5 lifetime exposure correlated with a 7.7% decrease in FEV1 in minority populations | Genotyping performed to estimate global genetic ancestry; No significant interaction between genetic ancestry and the association between pollutant exposure and lung function |
Table 2.
Reference | Study Design | Age (years) | Exposure Assessment | N | Pollutants | Outcomes | Notes |
---|---|---|---|---|---|---|---|
Farber et al, 2016 (8*) | Cross sectional | <18 | Survey | 22,470 | Secondhand smoke | Significant association between SHS and ED visits in children whose mothers smoke | |
Tetreault et al, 2016 (9) | Retrospective cohort | <13 | Daily average levels linked to postal code of residence | 162,752 | NO2, PM2.5, O3 | Positive association between time-dependent exposure to pollutants and asthma exacerbation frequency | Stronger association with long term exposure than exposure at birth. |
Schvartsman et al, 2017 (10) | Ecological time-series | <19 | Daily average city-wide levels of pollutants | 20,958 visits | O3, CO, NO2, SO2, PM10 | Increase in PM10 and SO2 daily levels positively correlated with number of ED visits for asthma; 7-day cumulative effect of PM10 and SO2 on ED visits was much higher | Cumulative exposure had much larger effect on asthma-related ED visits than did same day exposure |
Orellano et al, 2017 (11) | Systematic review | 0–80 | Multiple | 267,415 | NO2, SO2, PM10, PM2.5, CO, O3 | Subgroup analysis showed significant association between NO2, SO2, and PM2.5 and pediatric asthma exacerbations | |
Ding et al, 2017 (12) | Case crossover | 0–18 | Daily average city-wide levels of pollutants | 2,507 visits | PM10, PM2.5, SO2, NO2, CO, O3 | Increase of 10 μg/m3 in PM10, PM2.5, SO2, NO2, CO were positively associated with asthma-related hospital visits | No association between asthma-related hospital visits and O3 |
Goodman et al, 2017 (13) | Time-series analysis | 5 to >65 | Area-specific daily average 8h maximum O3 concentration | 74,824 hospital admiss-ions | O3 | Positive correlation between pediatric asthma-related hospitalization and short-term O3 exposure | Association was strongest in August and September, correlating with start of school year |
Tobacco smoke
Environmental tobacco smoke is one of the most prevalent air pollutants affecting children, with a staggering 40% of the world’s children exposed to second hand smoke (SHS) from their parents smoking in the home (14). SHS exposure is associated with greater frequency of asthma symptoms, decreased responsiveness to inhaled corticosteroids (15), more severe asthma attacks (16), increased risk for asthma-related ED visits or hospitalization (16), and increased length of hospitalization (17, 18). A recent survey of Texas Children’s Health Plan members found that children of mothers who smoke were more likely to report a diagnosis of asthma, filled rescue inhaler prescriptions more often, and had more asthma-related emergency department (ED) visits compared to children whose mothers did not smoke (8*). Minority children may be at even greater risk. A large study of 30,000 children with asthma in Connecticut found that the odds of being exposed to SHS were twice as high in black and Latino children than in Caucasians (19).
Traffic related air pollution
Both prenatal and postnatal exposures to traffic related air pollution (TRAP) have been shown to negatively affect lung development (2**, 20–23) and are linked to an increase in prevalence of asthma and allergic disease (24–26). TRAP encompasses a collection of gases (nitrogen dioxide [NO2], sulfur dioxide [SO2], benzene) and particulates (particulate matter <2.5 μm [PM2.5] or <10 μm [PM10], black carbon) associated with fossil fuel combustion. Nitrogen dioxide (NO2) is increasingly recognized as an important indoor and outdoor pollutant associated with development of atopy, current wheezing, and lower forced expiratory volume in 1 second (FEV1) (27). NO2 is generated by automobiles and gas heaters and cooking ranges. Recent studies have shown a link between NO2 exposure and reduced lung function (3*, 4*), increased need for rescue medications (28), and elevated risk and severity of asthma exacerbations (9, 11, 29). Gaffin et al reported that for every 10 ppb increase in classroom NO2 concentration, there was a 5% reduction in FEV1/Forced Vital Capacity (FVC) ratio; classroom NO2 was inversely associated with Forced Expiratory Flow at 25–75% of lung volume (FEF25-75) in this study (3*). Prolonged NO2 exposure was associated with a 100 mL reduction in growth in FEV1 over an 8 year period (20) and with severe asthma exacerbations in children (defined as requiring hospitalization or emergency room visit) (23). A systematic review examining the effects of air pollution on asthma exacerbations reported similar findings (21). Within the Detroit urban area, 46% of air pollution-related asthma hospitalizations were attributed to NO2 exposure (29), with greater disease burden amongst Latino and low income populations. Similar to NO2, SO2 exposure has been linked to reductions in FEV1 and FVC (5) and an increased rate of asthma-related ED visits (10, 30).
Particulate matter exposure is implicated in multiple cardiopulmonary disease processes and is associated with premature death (11, 29). PM10 exposure during the first year of life was associated with a reduction in FEV1 of 60 mL by age 8 (23), and PM10 near the home was associated with increased risk of asthma-related hospitalization (31). Similarly, long term PM2.5 exposure was associated with severe asthma exacerbations (30) and positively correlated with number of wheezing episodes in children 2–10 years of age (32). PM emissions from burning biomass are associated with increased risk for cough, shortness of breath, chest tightness (32), wheezing (33) and other respiratory symptoms. Even short-term PM exposures can be harmful, with one study showing a positive correlation between daily PM concentration and pediatric asthma-related hospital visits (12).
Ozone
Nitrogen oxides and volatile organic compounds react in the presence of sunlight to generate ozone (O3), a by-product of photochemical smog. Both acute and long term exposure to O3 is associated with negative pulmonary health effects including lower FEV1/FVC ratio (4*), increased asthma-related ED visits (30, 33) and hospital admissions (13), and more severe asthma exacerbations (9). Short term O3 exposures during the months of August and September were positively associated with hospital admission for asthma among children 5–14 years in Texas, even after controlling for pollen and viral infections (13). Children are particularly susceptible, with a nearly 10% increase in risk of ED visits for asthma for each interquartile range (IQR) increase in O3, with the largest effect found in 6–19 year olds (33).
What factors increase susceptibility of children to pollutant-induced respiratory disease?
A recent WHO air quality model estimates that 92% of the world’s population are exposed to annual mean levels of PM2.5 in excess of WHO air quality guidelines (10 μg/m3) (34). Not all persons are affected equally by these exposures. Factors such as age at exposure, ethnicity, socioeconomic status, gene polymorphisms, and presence of atopy may play a role in determining susceptibility to pollutant-induced respiratory disease.
Prenatal, early life, and ongoing childhood exposure to ambient air pollutants has been associated with increased risk for pulmonary disease. Significant research effort has been devoted to identification of factors that increase susceptibility to pollutants, with much interest in the effects of exposure during the perinatal period. Prenatal exposure to tobacco smoke was associated with reduced lung function in the teen years (35), but since postnatal SHS exposure often occurs with prenatal tobacco exposure, it has been difficult to assess the impact of either alone (36). To address this problem, a survey of 6–11 year olds performed spirometry and measured serum cotinine to determine current tobacco smoke exposure. Current tobacco smoke exposure was not significantly associated with airflow obstruction, but self-reported prenatal tobacco smoke exposure was associated in asthmatic children only. These findings suggest that children are most vulnerable to the effects of tobacco smoke in the perinatal period (36). Prenatal and early life exposures to TRAP have been linked with respiratory symptoms (37), reduced lung function (2**) and development of childhood asthma (38). A potential mechanism for this effect was reported by Gruzieva et al, who found that prenatal NO2 exposure was associated with differential methylation of antioxidant and anti-inflammatory genes in cord blood, which could potentially influence the inflammatory response to pollutant-induced lung damage (39*). Pollutant exposure, even within currently accepted air quality standards, can have an impact on lung development in early life (6*). Rice et al found that recent exposure to even low levels of ambient air pollutants PM2.5 and black carbon and living close to a major roadway were associated with reduced lung function in mid-childhood, with those living less than 100 meters from major roads having a FEV1 5.7% lower than children living more than 400 meters from major roads (6*). O3 differentially influences child health, with children at higher risk for hospital admission with increases in ambient ozone concentration compared to adults (40).
Minority and low-income populations may be at increased risk for negative health outcomes from pollutant exposure. Early life particulate exposures were associated with reduced lung function in Latino and African American children with asthma, with a 5 μg/m3 increase in average lifetime PM2.5 associated with 7.7% decrease in FEV1 (7**). Others have replicated these findings, demonstrating a greater impact of TRAP and ozone on lung function (5) and respiratory disease (41) in low income groups. A study of the environmental burden of disease attributable to air pollution in the city of Detroit found that Latino populations are disproportionately affected (29). Some of this effect likely results from poor housing conditions and living in closer proximity to major roadways. Bowatte et al reported that living less than 200 meters from a major road was associated with current wheeze (aOR, 1.38; 95% CI, 1.06–1.80) and atopy (aOR, 1.26; 95% CI, 0.99–1.62), and lower prebronchodilator and postbronchodilator FEV1 (27). In addition, black and Latino children are twice as likely to be exposed to SHS than white children; children on public insurance were three times more likely to have SHS exposure (19).
Gene variants may also convey susceptibility, even to relatively low levels of pollutants. Children with a particular polymorphism in the tumor necrosis factor α gene had more significant reductions in lung function after SO2 exposure (42). Polymorphisms in the antioxidant Glutathione S-Transferase (GST) genes have been studied as potential modifiers of response to pollutants (43, 44). One study found a significant interaction between GSTT1 null genotype and living less than 200 meters from roadways for atopy (OR 2.66; 95%CI, 1.3–5.43), house dust mite sensitization (OR 2.59; 95%CI, 1.32–5.05), current wheeze (OR 3.00; 95%CI, 1.48–6.1), and current asthma (OR 2.92; 95%CI, 1.43–5.95) (27). The presence of atopy may also impact response to environmental pollutants in children. Cockroach-sensitized atopic children exposed to black carbon showed demethylation of proinflammatory genes including interleukin-4, and this was associated with higher FeNO, a biomarker of eosinophilic airway inflammation (45). Patients with a history of allergic rhinitis or atopic dermatitis were at greater risk of asthma-related ED visit with increases in PM10 exposure (33).
What can be done to reduce childhood asthma morbidity related to air pollution?
Indoor and outdoor pollutants are important modifiable risk factors for poor asthma control in children. Legislative efforts such as banning smoking in public spaces can be effective strategies for reducing the impact of this common pollutant on child health. Indoor tobacco legislation was associated with a fall in asthma-related ED visits in children in Washington D.C (adjusted rate ratio 0.83; 95%CI, 0.82–0.85) (46). However, these public smoking bans do not address the risks associated with parental smoking within the home. Faber et al published a systematic review of the benefits of WHO tobacco control policies on child health (8*), including smoke-free legislation, smoking cessation programs, and taxation of tobacco products. They found that studies evaluating smoke-free legislation demonstrated a reduction in pediatric hospitalizations for asthma and respiratory infections. Smoking cessation programs were not associated with significant changes in pediatric asthma-related ED visits but did correlate with a decrease in ED visits for upper respiratory tract infections (47). Tobacco taxation was associated with no significant change in ED visits for asthma but a decrease in ED visits for lower respiratory tract infections (47).
Home interventions for improving indoor air quality have been studied for their impact on respiratory health. A study of asthmatic children living in homes with wood-burning stoves examined the impact of improved stoves and air filters on child health (48). They found no change in asthma-related quality of life with either intervention, but addition of air filters was associated with a reduction in indoor PM2.5 levels and diurnal peak flow variability, which the authors used to approximate airway hyperreactivity.
A prior study of antioxidants in children with asthma found some potential protective anti-inflammatory effects against ambient air pollutants, whose harmful effects are thought to be mediated in part by generation of reactive oxidants (49). A recently published study evaluated children from the Swedish BAMSE birth cohort and found a significant inverse association between dietary antioxidant intake and sensitization to allergens; however, this association was strongest in children with low exposure to TRAP, suggesting that in children exposed to higher amounts of air pollutants, dietary antioxidants may be insufficient to provide protection (50).
Others have attempted to harness the popularity of technology-based interventions for health into efforts to detect and reduce pollutant exposure. In one study, children wore sensors equipped with GPS that detected PM levels in real time in the home, during transit and in the school. Exposure to ≥ 5 μg/m3 of PM during commute to school was associated with significantly higher urinary LTE4 excretion and with albuterol use, more so than in the home or school environments (51*). Norwegian researchers implemented a small, inexpensive sensor for measuring real-time outdoor air quality at schools, allowing teachers to plan outdoor activities to limit exposure to air pollutants (52).
Multiple studies around the world have demonstrated benefit to child health with improved air quality. Guerrirero et al determined that reduction in outdoor NO2 exposure near London schools could result in an average of 82 fewer asthma exacerbations per year per school (53). A longitudinal cohort study of U.S. children from 1993 to 2012 found a significant association between decreases in ambient air pollutants concentrations in California and reduction in cough and congestion symptoms in children with and without asthma (54*). A 3.6 ppb decrease in ambient air O3 was associated with an OR of 0.66 (95% CI, 0.50–0.86) for bronchitic symptoms, with a 16% reduction in prevalence. Similar findings were reported for a 5.8 μg/m3 reduction in PM10 [OR 0.61 (95% CI, 0.48–0.78), 18.7% decrease in prevalence], a 6.8 μg/m3 reduction in PM2.5 [OR 0.68 (95% CI, 0.53–0.86), 15.4% decrease in prevalence], and a 4.9 ppb reduction in NO2 [OR 0.79 (95% CI,0.67–0.94), 10.1% decrease in prevalence]. Reduction in PM2.5 level associated with fewer asthma-related ED visits in another study (30). Ultimately, reducing the burden of pollutant-induced respiratory disease will require broad policy changes that reduce the burning of fossil fuels, increase urban green space, and mitigate the effects of climate change.
Conclusions
In this review, we have summarized the most recent scientific findings regarding the impact of air pollution on asthma morbidity in children. Air pollution clearly impacts child health, contributing to increased asthma symptoms, rescue medication use, ED visits and hospitalizations, resulting in significant social and economic burden. Further study is needed to identify factors that increase susceptibility of children to pollutants and poor asthma outcomes. Reducing exposure to air pollutants has been associated with improved respiratory health. Coordinated efforts between scientists, healthcare workers, and local, state, and federal governments are needed to successfully implement policy changes that will reduce air pollutant exposures and improve the health of children.
Key Points.
Children are more susceptible to the negative health effects of pollutants than adults, and pollutant exposure has been linked with reduced lung function and increased asthma-related healthcare utilization.
Timing of exposure, genetic factors, atopy, and socioeconomic status are all factors that may increase susceptibility to air pollution effects in children with asthma.
Improvements in air quality have been associated with reduced respiratory symptoms and decreased asthma-related healthcare visits in children, though even low levels of pollutant exposure can still have negative health effects.
Acknowledgments
Financial support and sponsorship: DBP reports grants from National Institute of Environmental Health Sciences (5R01ES023349-05, 3R01ES023349-04S1, 5R01ES025124-02). AJB is supported by grants from the National Heart, Lung and Blood Institute (R01HL135235-01) and National Institute of Environmental Health Sciences (5R01ES023349-05, 3R01ES023349-04S1, 5R01ES025124-02).
Footnotes
Conflicts of Interest: none
References
- 1.Centers for Disease Control and Prevention. 2017 Jan 16; Available from: https://www.cdc.gov/asthma/asthmadata.htm.
- **2.Schultz ES, Hallberg J, Bellander T, Bergstrom A, Bottai M, Chiesa F, Gustafsson PM, Gruzieva O, Thunqvist P, Pershagen G, Melen E. Early-Life Exposure to Traffic-related Air Pollution and Lung Function in Adolescence. Am J Respir Crit Care Med. 2016;193:171–177. doi: 10.1164/rccm.201505-0928OC. This study highlights the impact of early life exposure to air pollution on lung function later in life. [DOI] [PubMed] [Google Scholar]
- *3.Gaffin JM, Hauptman M, Petty CR, Sheehan WJ, Lai PS, Wolfson JM, Gold DR, Coull BA, Koutrakis P, Phipatanakul W. Nitrogen dioxide exposure in school classrooms of inner-city children with asthma. J Allergy Clin Immunol. 2017 doi: 10.1016/j.jaci.2017.08.028. The authors examine the impact of nitrogen dioxide exposure in the school environment on asthma in inner city children, highlighting the importance of childhood exposures that occur outside of the home. [DOI] [PMC free article] [PubMed] [Google Scholar]
- *4.Ierodiakonou D, Zanobetti A, Coull BA, Melly S, Postma DS, Boezen HM, Vonk JM, Williams PV, Shapiro GG, McKone EF, Hallstrand TS, Koenig JQ, Schildcrout JS, Lumley T, Fuhlbrigge AN, Koutrakis P, Schwartz J, Weiss ST, Gold DR Childhood Asthma Management Program Research G. Ambient air pollution, lung function, and airway responsiveness in asthmatic children. J Allergy Clin Immunol. 2016;137:390–399. doi: 10.1016/j.jaci.2015.05.028. This study examines the impact of air pollution on lung function and airway hyperresponsivenss in children enrolled in the Childhood Asthma Management Program (CAMP) study. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Cakmak S, Hebbern C, Cakmak JD, Vanos J. The modifying effect of socioeconomic status on the relationship between traffic, air pollution and respiratory health in elementary schoolchildren. J Environ Manage. 2016;177:1–8. doi: 10.1016/j.jenvman.2016.03.051. [DOI] [PubMed] [Google Scholar]
- *6.Rice MB, Rifas-Shiman SL, Litonjua AA, Oken E, Gillman MW, Kloog I, Luttmann-Gibson H, Zanobetti A, Coull BA, Schwartz J, Koutrakis P, Mittleman MA, Gold DR. Lifetime Exposure to Ambient Pollution and Lung Function in Children. Am J Respir Crit Care Med. 2016;193:881–888. doi: 10.1164/rccm.201506-1058OC. This study emphasizes the importance of even relatively low levels of pollutant exposure, after the implementation of policies to improve air quality, on lung function in children. [DOI] [PMC free article] [PubMed] [Google Scholar]
- **7.Neophytou AM, White MJ, Oh SS, Thakur N, Galanter JM, Nishimura KK, Pino-Yanes M, Torgerson DG, Gignoux CR, Eng C, Nguyen EA, Hu D, Mak AC, Kumar R, Seibold MA, Davis A, Farber HJ, Meade K, Avila PC, Serebrisky D, Lenoir MA, Brigino-Buenaventura E, Rodriguez-Cintron W, Bibbins-Domingo K, Thyne SM, Williams LK, Sen S, Gilliland FD, Gauderman WJ, Rodriguez-Santana JR, Lurmann F, Balmes JR, Eisen EA, Burchard EG. Air Pollution and Lung Function in Minority Youth with Asthma in the GALA II (Genes-Environments and Admixture in Latino Americans) and SAGE II (Study of African Americans, Asthma, Genes, and Environments) Studies. Am J Respir Crit Care Med. 2016;193:1271–1280. doi: 10.1164/rccm.201508-1706OC. In this study, lung function in minority children with asthma was disproportionately impacted by air pollution exposure. [DOI] [PMC free article] [PubMed] [Google Scholar]
- *8.Farber HJ, Batsell RR, Silveira EA, Calhoun RT, Giardino AP. The Impact of Tobacco Smoke Exposure on Childhood Asthma in a Medicaid Managed Care Plan. Chest. 2016;149:721–728. doi: 10.1378/chest.15-1378. This survey of a large number of children on a managed health plan in Texas reported associations between tobacco smoke exposure and asthma diagnosis, frequency of medication use, and healthcare utilization. [DOI] [PubMed] [Google Scholar]
- 9.Tetreault LF, Doucet M, Gamache P, Fournier M, Brand A, Kosatsky T, Smargiassi A. Severe and Moderate Asthma Exacerbations in Asthmatic Children and Exposure to Ambient Air Pollutants. Int J Environ Res Public Health. 2016:13. doi: 10.3390/ijerph13080771. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Schvartsman C, Pereira LA, Braga AL, Farhat SC. Seven-day cumulative effects of air pollutants increase respiratory ER visits up to threefold. Pediatr Pulmonol. 2017;52:205–212. doi: 10.1002/ppul.23555. [DOI] [PubMed] [Google Scholar]
- 11.Orellano P, Quaranta N, Reynoso J, Balbi B, Vasquez J. Effect of outdoor air pollution on asthma exacerbations in children and adults: Systematic review and multilevel meta-analysis. PLoS One. 2017;12:e0174050. doi: 10.1371/journal.pone.0174050. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Ding L, Zhu D, Peng D, Zhao Y. Air pollution and asthma attacks in children: A case-crossover analysis in the city of Chongqing, China. Environ Pollut. 2017;220:348–353. doi: 10.1016/j.envpol.2016.09.070. [DOI] [PubMed] [Google Scholar]
- 13.Goodman JE, Zu K, Loftus CT, Tao G, Liu X, Lange S. Ambient ozone and asthma hospital admissions in Texas: a time-series analysis. Asthma Res Pract. 2017;3:6. doi: 10.1186/s40733-017-0034-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Wipfli H, Avila-Tang E, Navas-Acien A, Kim S, Onicescu G, Yuan J, Breysse P, Samet JM Famri Homes Study I. Secondhand smoke exposure among women and children: evidence from 31 countries. Am J Public Health. 2008;98:672–679. doi: 10.2105/AJPH.2007.126631. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Lazarus SC, Chinchilli VM, Rollings NJ, Boushey HA, Cherniack R, Craig TJ, Deykin A, DiMango E, Fish JE, Ford JG, Israel E, Kiley J, Kraft M, Lemanske RF, Jr, Leone FT, Martin RJ, Pesola GR, Peters SP, Sorkness CA, Szefler SJ, Wechsler ME, Fahy JV National Heart L, Blood Institute’s Asthma Clinical Research N. Smoking affects response to inhaled corticosteroids or leukotriene receptor antagonists in asthma. Am J Respir Crit Care Med. 2007;175:783–790. doi: 10.1164/rccm.200511-1746OC. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Wang Z, May SM, Charoenlap S, Pyle R, Ott NL, Mohammed K, Joshi AY. Effects of secondhand smoke exposure on asthma morbidity and health care utilization in children: a systematic review and meta-analysis. Ann Allergy Asthma Immunol. 2015;115:396–401 e392. doi: 10.1016/j.anai.2015.08.005. [DOI] [PubMed] [Google Scholar]
- 17.Andrews AL, Shirley N, Ojukwu E, Robinson M, Torok M, Wilson KM. Is secondhand smoke exposure associated with increased exacerbation severity among children hospitalized for asthma? Hosp Pediatr. 2015;5:249–255. doi: 10.1542/hpeds.2014-0128. [DOI] [PubMed] [Google Scholar]
- 18.Vanker A, Gie RP, Zar HJ. The association between environmental tobacco smoke exposure and childhood respiratory disease: a review. Expert Rev Respir Med. 2017;11:661–673. doi: 10.1080/17476348.2017.1338949. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Hollenbach JP, Schifano ED, Hammel C, Cloutier MM. Exposure to secondhand smoke and asthma severity among children in Connecticut. PLoS One. 2017;12:e0174541. doi: 10.1371/journal.pone.0174541. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Gauderman WJ, Avol E, Gilliland F, Vora H, Thomas D, Berhane K, McConnell R, Kuenzli N, Lurmann F, Rappaport E, Margolis H, Bates D, Peters J. The effect of air pollution on lung development from 10 to 18 years of age. N Engl J Med. 2004;351:1057–1067. doi: 10.1056/NEJMoa040610. [DOI] [PubMed] [Google Scholar]
- 21.Gehring U, Gruzieva O, Agius RM, Beelen R, Custovic A, Cyrys J, Eeftens M, Flexeder C, Fuertes E, Heinrich J, Hoffmann B, de Jongste JC, Kerkhof M, Klumper C, Korek M, Molter A, Schultz ES, Simpson A, Sugiri D, Svartengren M, von Berg A, Wijga AH, Pershagen G, Brunekreef B. Air pollution exposure and lung function in children: the ESCAPE project. Environ Health Perspect. 2013;121:1357–1364. doi: 10.1289/ehp.1306770. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Morales E, Garcia-Esteban R, de la Cruz OA, Basterrechea M, Lertxundi A, de Dicastillo MD, Zabaleta C, Sunyer J. Intrauterine and early postnatal exposure to outdoor air pollution and lung function at preschool age. Thorax. 2015;70:64–73. doi: 10.1136/thoraxjnl-2014-205413. [DOI] [PubMed] [Google Scholar]
- 23.Schultz ES, Gruzieva O, Bellander T, Bottai M, Hallberg J, Kull I, Svartengren M, Melen E, Pershagen G. Traffic-related air pollution and lung function in children at 8 years of age: a birth cohort study. Am J Respir Crit Care Med. 2012;186:1286–1291. doi: 10.1164/rccm.201206-1045OC. [DOI] [PubMed] [Google Scholar]
- 24.Gehring U, Wijga AH, Brauer M, Fischer P, de Jongste JC, Kerkhof M, Oldenwening M, Smit HA, Brunekreef B. Traffic-related air pollution and the development of asthma and allergies during the first 8 years of life. Am J Respir Crit Care Med. 2010;181:596–603. doi: 10.1164/rccm.200906-0858OC. [DOI] [PubMed] [Google Scholar]
- 25.Gehring U, Wijga AH, Hoek G, Bellander T, Berdel D, Bruske I, Fuertes E, Gruzieva O, Heinrich J, Hoffmann B, de Jongste JC, Klumper C, Koppelman GH, Korek M, Kramer U, Maier D, Melen E, Pershagen G, Postma DS, Standl M, von Berg A, Anto JM, Bousquet J, Keil T, Smit HA, Brunekreef B. Exposure to air pollution and development of asthma and rhinoconjunctivitis throughout childhood and adolescence: a population-based birth cohort study. Lancet Respir Med. 2015;3:933–942. doi: 10.1016/S2213-2600(15)00426-9. [DOI] [PubMed] [Google Scholar]
- 26.Hsu HH, Chiu YH, Coull BA, Kloog I, Schwartz J, Lee A, Wright RO, Wright RJ. Prenatal Particulate Air Pollution and Asthma Onset in Urban Children. Identifying Sensitive Windows and Sex Differences. Am J Respir Crit Care Med. 2015;192:1052–1059. doi: 10.1164/rccm.201504-0658OC. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Bowatte G, Lodge CJ, Knibbs LD, Lowe AJ, Erbas B, Dennekamp M, Marks GB, Giles G, Morrison S, Thompson B, Thomas PS, Hui J, Perret JL, Abramson MJ, Walters H, Matheson MC, Dharmage SC. Traffic-related air pollution exposure is associated with allergic sensitization, asthma, and poor lung function in middle age. J Allergy Clin Immunol. 2017;139:122–129 e121. doi: 10.1016/j.jaci.2016.05.008. [DOI] [PubMed] [Google Scholar]
- 28.Paulin LM, Williams DL, Peng R, Diette GB, McCormack MC, Breysse P, Hansel NN. 24-h Nitrogen dioxide concentration is associated with cooking behaviors and an increase in rescue medication use in children with asthma. Environ Res. 2017;159:118–123. doi: 10.1016/j.envres.2017.07.052. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Martenies SE, Milando CW, Williams GO, Batterman SA. Disease and Health Inequalities Attributable to Air Pollutant Exposure in Detroit, Michigan. Int J Environ Res Public Health. 2017:14. doi: 10.3390/ijerph14101243. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Byers N, Ritchey M, Vaidyanathan A, Brandt AJ, Yip F. Short-term effects of ambient air pollutants on asthma-related emergency department visits in Indianapolis, Indiana, 2007–2011. J Asthma. 2016;53:245–252. doi: 10.3109/02770903.2015.1091006. [DOI] [PubMed] [Google Scholar]
- 31.Mazenq J, Dubus JC, Gaudart J, Charpin D, Nougairede A, Viudes G, Noel G. Air pollution and children’s asthma-related emergency hospital visits in southeastern France. Eur J Pediatr. 2017;176:705–711. doi: 10.1007/s00431-017-2900-5. [DOI] [PubMed] [Google Scholar]
- 32.Dunea D, Iordache S, Pohoata A. Fine Particulate Matter in Urban Environments: A Trigger of Respiratory Symptoms in Sensitive Children. Int J Environ Res Public Health. 2016:13. doi: 10.3390/ijerph13121246. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Noh J, Sohn J, Cho J, Cho SK, Choi YJ, Kim C, Shin DC. Short-term Effects of Ambient Air Pollution on Emergency Department Visits for Asthma: An Assessment of Effect Modification by Prior Allergic Disease History. J Prev Med Public Health. 2016;49:329–341. doi: 10.3961/jpmph.16.038. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Organization WH. 2016 Available from: http://www.who.int/mediacentre/news/releases/2016/air-pollution-estimates/en/
- 35.Dai X, Dharmage SC, Lowe AJ, Allen KJ, Thomas PS, Perret J, Waidyatillake N, Matheson MC, Svanes C, Welsh L, Abramson MJ, Lodge CJ. Early smoke exposure is associated with asthma and lung function deficits in adolescents. J Asthma. 2017;54:662–669. doi: 10.1080/02770903.2016.1253730. [DOI] [PubMed] [Google Scholar]
- 36.Brown SW, Liu B, Taioli E. The Relationship Between Tobacco Smoke Exposure and Airflow Obstruction in US Children: Analysis of the National Health and Nutrition Examination Survey (2007–2012) Chest. 2017 doi: 10.1016/j.chest.2017.10.003. [DOI] [PubMed] [Google Scholar]
- 37.Ranciere F, Bougas N, Viola M, Momas I. Early Exposure to Traffic-Related Air Pollution, Respiratory Symptoms at 4 Years of Age, and Potential Effect Modification by Parental Allergy, Stressful Family Events, and Gender: A Prospective Follow-up Study of the PARIS Birth Cohort. Environ Health Perspect. 2016 doi: 10.1289/EHP239. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Hehua Z, Qing C, Shanyan G, Qijun W, Yuhong Z. The impact of prenatal exposure to air pollution on childhood wheezing and asthma: A systematic review. Environ Res. 2017;159:519–530. doi: 10.1016/j.envres.2017.08.038. [DOI] [PubMed] [Google Scholar]
- *39.Gruzieva O, Xu CJ, Breton CV, Annesi-Maesano I, Anto JM, Auffray C, Ballereau S, Bellander T, Bousquet J, Bustamante M, Charles MA, de Kluizenaar Y, den Dekker HT, Duijts L, Felix JF, Gehring U, Guxens M, Jaddoe VV, Jankipersadsing SA, Merid SK, Kere J, Kumar A, Lemonnier N, Lepeule J, Nystad W, Page CM, Panasevich S, Postma D, Slama R, Sunyer J, Soderhall C, Yao J, London SJ, Pershagen G, Koppelman GH, Melen E. Epigenome-Wide Meta-Analysis of Methylation in Children Related to Prenatal NO2 Air Pollution Exposure. Environ Health Perspect. 2017;125:104–110. doi: 10.1289/EHP36. This study investigates a potential mechanism by which prenatal exposure to air pollution contributes to negative health effects. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Zu K, Liu X, Shi L, Tao G, Loftus CT, Lange S, Goodman JE. Concentration-response of short-term ozone exposure and hospital admissions for asthma in Texas. Environ Int. 2017;104:139–145. doi: 10.1016/j.envint.2017.04.006. [DOI] [PubMed] [Google Scholar]
- 41.O’Lenick CR, Winquist A, Mulholland JA, Friberg MD, Chang HH, Kramer MR, Darrow LA, Sarnat SE. Assessment of neighbourhood-level socioeconomic status as a modifier of air pollution-asthma associations among children in Atlanta. J Epidemiol Community Health. 2017;71:129–136. doi: 10.1136/jech-2015-206530. [DOI] [PubMed] [Google Scholar]
- 42.Makamure MT, Reddy P, Chuturgoon A, Naidoo RN, Mentz G, Batterman S, Robins TG. Tumour necrosis factor alpha polymorphism (TNF-308alpha G/A) in association with asthma related phenotypes and air pollutants among children in KwaZulu-Natal. Asian Pac J Allergy Immunol. 2016;34:217–222. doi: 10.12932/AP0677. [DOI] [PubMed] [Google Scholar]
- 43.Alexis NE, Zhou H, Lay JC, Harris B, Hernandez ML, Lu TS, Bromberg PA, Diaz-Sanchez D, Devlin RB, Kleeberger SR, Peden DB. The glutathione-S-transferase Mu 1 null genotype modulates ozone-induced airway inflammation in human subjects. J Allergy Clin Immunol. 2009;124:1222–1228 e1225. doi: 10.1016/j.jaci.2009.07.036. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Dillon MA, Harris B, Hernandez ML, Zou B, Reed W, Bromberg PA, Devlin RB, Diaz-Sanchez D, Kleeberger S, Zhou H, Lay JC, Alexis NE, Peden DB. Enhancement of systemic and sputum granulocyte response to inhaled endotoxin in people with the GSTM1 null genotype. Occup Environ Med. 2011;68:783–785. doi: 10.1136/oem.2010.061747. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Jung KH, Lovinsky-Desir S, Yan B, Torrone D, Lawrence J, Jezioro JR, Perzanowski M, Perera FP, Chillrud SN, Miller RL. Effect of personal exposure to black carbon on changes in allergic asthma gene methylation measured 5 days later in urban children: importance of allergic sensitization. Clin Epigenetics. 2017;9:61. doi: 10.1186/s13148-017-0361-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Ciaccio CE, Gurley-Calvez T, Shireman TI. Indoor tobacco legislation is associated with fewer emergency department visits for asthma exacerbation in children. Ann Allergy Asthma Immunol. 2016;117:641–645. doi: 10.1016/j.anai.2016.10.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Hawkins SS, Hristakeva S, Gottlieb M, Baum CF. Reduction in emergency department visits for children’s asthma, ear infections, and respiratory infections after the introduction of state smoke-free legislation. Prev Med. 2016;89:278–285. doi: 10.1016/j.ypmed.2016.06.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Noonan CW, Semmens EO, Smith P, Harrar SW, Montrose L, Weiler E, McNamara M, Ward TJ. Randomized Trial of Interventions to Improve Childhood Asthma in Homes with Wood-burning Stoves. Environ Health Perspect. 2017;125:097010. doi: 10.1289/EHP849. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Sienra-Monge JJ, Ramirez-Aguilar M, Moreno-Macias H, Reyes-Ruiz NI, Del Rio-Navarro BE, Ruiz-Navarro MX, Hatch G, Crissman K, Slade R, Devlin RB, Romieu I. Antioxidant supplementation and nasal inflammatory responses among young asthmatics exposed to high levels of ozone. Clin Exp Immunol. 2004;138:317–322. doi: 10.1111/j.1365-2249.2004.02606.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Gref A, Rautiainen S, Gruzieva O, Hakansson N, Kull I, Pershagen G, Wickman M, Wolk A, Melen E, Bergstrom A. Dietary total antioxidant capacity in early school age and subsequent allergic disease. Clin Exp Allergy. 2017;47:751–759. doi: 10.1111/cea.12911. [DOI] [PMC free article] [PubMed] [Google Scholar]
- *51.Rabinovitch N, Adams CD, Strand M, Koehler K, Volckens J. Within-microenvironment exposure to particulate matter and health effects in children with asthma: a pilot study utilizing real-time personal monitoring with GPS interface. Environ Health. 2016;15:96. doi: 10.1186/s12940-016-0181-5. The authors explore the utility of technology-based measures for detecting pollutant exposures. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Castell N, Schneider P, Grossberndt S, Fredriksen MF, Sousa-Santos G, Vogt M, Bartonova A. Localized real-time information on outdoor air quality at kindergartens in Oslo, Norway using low-cost sensor nodes. Environ Res. 2017 doi: 10.1016/j.envres.2017.10.019. [DOI] [PubMed] [Google Scholar]
- 53.Guerriero C, Chatzidiakou L, Cairns J, Mumovic D. The economic benefits of reducing the levels of nitrogen dioxide (NO2) near primary schools: The case of London. J Environ Manage. 2016;181:615–622. doi: 10.1016/j.jenvman.2016.06.039. [DOI] [PubMed] [Google Scholar]
- *54.Berhane K, Chang CC, McConnell R, Gauderman WJ, Avol E, Rapapport E, Urman R, Lurmann F, Gilliland F. Association of Changes in Air Quality With Bronchitic Symptoms in Children in California, 1993–2012. JAMA. 2016;315:1491–1501. doi: 10.1001/jama.2016.3444. The findings of this study suggest that improvements in air quality can translate into improved symptoms in children with asthma. [DOI] [PMC free article] [PubMed] [Google Scholar]