To the Editor
The prevalence and risk factors of atopy varies across Latino subgroups.1 However, few studies have been conducted on an entirely Latino population to corroborate these trends and identify reasons for potential differences. The hypothesis that traffic-related air pollution exposures increase the risk for atopy has been previously examined, with some studies supporting2 and others refuting3 the association. Given the mixed findings, it may be beneficial to assess this topic in minorities, as they often live in or near urban areas where pollution exposures are higher.4,5 We sought to test the hypothesis that early-life air pollution exposures were associated with atopic status among children with asthma by performing a secondary analyses on data collected from Gene-environments in Latino Americans (GALA II), the largest domestic gene-environment case-control study of asthma in minority children.
Briefly, individuals 8–21 years old who self-identified as Latino and had four Latino grandparents were recruited from five urban regions (Chicago, IL; Bronx, NY; Houston, TX; San Francisco Bay Area, CA; Puerto Rico). Participants were classified into one of three Latino subgroups: Mexican American, Puerto Rican, or Other (South American, Central American, non-Puerto Rican Caribbean, or mixed ancestry). Asthma cases had a history of physician-diagnosed asthma but no reported history of other lung disease or chronic illness. Controls had no reported history of asthma, other lung disease, chronic illness, or atopic disease (eczema, allergic rhinitis) and were 1:1 frequency matched with cases within each recruitment center. Local Institutional Review Boards approved the study and written informed consent was obtained from all parents/participants. A detailed description of the methods has previously been published.6
Atopic sensitization was defined as demonstrating at least one positive allergy skin test reaction to a panel of 14 environmental allergens using the Multi-Test II device (Lincoln Diagnostics, Decatur, IL). The allergy skin test was considered valid if the histamine positive control had surrounding erythema and its wheal diameter was at least 3 mm greater than the wheal diameter of the saline negative control. A reaction to a specific allergen was considered positive if the allergen caused erythema surrounding the wheal with a diameter that was at least 3 mm greater than the diameter of the negative control wheal. Those with allergy skin tests that failed to pass quality control measures were excluded from the analysis.
Measurements for ozone (O3), nitrogen dioxide (NO2), sulfur dioxide (SO2), and particulate matter with aerodynamic diameter ≤10 μm (PM10) and ≤2.5 μm (PM2.5) were obtained from the US Environmental Protection Agency Air Quality System.7 Individual exposures were estimated by calculating the inverse distance-squared weighted average of all available values from the four closest monitoring stations (within 50 km) of where the subject resided during their first year of life. If the child moved during their first year of life, a weighted average of the pollution estimates were based on the number of months spent at each residence. The distribution of pollution exposures is available in Supplemental Table 1 in the Online Repository.
To reduce bias due to the case-control study design, statistical analyses were restricted to asthma cases only. χ2 tests compared the proportion of atopy between Latino subgroups. Multivariate logistic regressions were used to evaluate associations between each first year of life pollution exposure and atopic status. All regressions were controlled for age, sex, ethnicity, recruitment region, percent of African genetic ancestry, maternal in utero smoking, and socioeconomic status (SES). Analyses were performed using Stata13 (StataCorp, College Station, TX) and R (R Foundation for Statistical Computing, Vienna, Austria).
The GALA II study enrolled 4,157 children from 2006–2011. After excluding controls (n=2,135), those missing essential covariates (n=468), those with invalid allergy skin tests (n=392), and those missing air pollution estimates (n=130), the final sample included 1,032 children with asthma (Table 1). There were no substantial differences in the percent of atopy between the four mainland US recruitment sites (ranging from 72% in the San Francisco Bay Area, CA to 79% in Houston, TX) or between mainland Latino subgroups (ranging from 75% in Mexican Americans to 81% in Other Latinos). However, the prevalence of atopy was significantly lower among Puerto Ricans who were living in Puerto Rico (52%). While these differences were statistically significant, 55% of allergy skin tests were invalid due to poor responses to the histamine positive control and the results must be interpreted with caution.
Table 1.
Eligible participants in the GALA II study.
Asthma Cases (n (%)) | |
---|---|
| |
Total | 1032 (100%) |
| |
Recruitment Region | |
Chicago, IL | 232 (22.5%) |
Houston, TX | 151 (14.6%) |
Bronx, NY | 177 (17.2%) |
Puerto Rico | 264 (25.6%) |
San Francisco Bay Area, CA | 208 (20.2%) |
| |
Age (mean (SD)) | 12.5 (3.2) |
| |
Sex | |
Male | 585 (56.7%) |
Female | 447 (43.3%) |
| |
Latino Subgroup | |
Mexican American | 427 (41.4%) |
Puerto Rican | 359 (34.8%) |
Other Latino* | 246 (23.8%) |
| |
SES Composite Score† | |
3–4 | 184 (17.8%) |
5–6 | 543 (52.6%) |
7–9 | 305 (23.8%) |
| |
Family History of Atopy‡ | |
Yes | 546 (52.9%) |
No | 486 (47.1%) |
| |
Atopic (based on allergy skin tests) | |
Yes | 726 (70.4%) |
No | 306 (29.7%) |
| |
Percent African Genetic Ancestry (mean (SD)) | 13.1 (12.7) |
| |
Maternal in utero smoking | |
No | 976 (94.6%) |
Yes | 56 (5.4%) |
| |
Lung Function (mean (SD))§ | |
FEV1 (L) | 2.5 (0.9) |
FVC (L) | 2.9 (1.0) |
FEV1/FVC (%) | 84.0 (7.4) |
FEF25–75 (L/s) | 2.6 (1.1) |
| |
Birth State Same as Current State | |
Yes | 978 (94.8%) |
No | 54 (5.2%) |
Other Latino includes those with self-reported ethnicity of South American, Central American, non-Puerto Rican Caribbean, or mixed Latino.
SES Composite Score is based on the level of maternal education, annual household income, and the type of medical insurance.
Family History of Atopy is defined as having one or more parent ever being diagnosed with allergic rhinitis, eczema or asthma.
Lung function was measured in asthma cases only. FEV1 = forced expiratory volume during 1 second (Liters); FVC = forced vital capacity (Liters); FEV1/FVC = ratio of FEV1 to FVC. FEF25–75 = forced expiratory flow between 25% and 75% of vital capacity (Liters per second).
First-year of life exposures to NO2, PM10, PM2.5 or SO2 were not associated with atopic status (Table 2). However asthmatics without allergic sensitization were more likely to be exposed to higher levels of ozone during their first year of life compared to those with atopic asthma (adjusted OR = 1.32, 95% CI, 1.11–1.57, p-value = 0.002). For every 5 ppb increase in average ozone exposure during the first year of life, the odds for having asthma without sensitization increased by 32%. The OR was not significantly changed in sensitivity analyses when the following subsets were excluded: (1) asthmatics recruited from Puerto Rico, (2) asthmatics who had moved away from their birth state, and (3) pollution outliers (asthmatics with the top and bottom 5% of exposure values).
Table 2.
Adjusted ORs for the association between atopic status and first year of life exposure to air pollution
OR | (95% CI) | p-value | n | |
---|---|---|---|---|
24-hour NO2 (ppb) | 1.06 | (0.89 – 1.26) | 0.52 | 937 |
8-hour O3 (ppb) | 1.32 | (1.11 – 1.57) | 0.002 | 768 |
24-hour PM10 (μg/m3) | 1.02 | (0.89 – 1.78) | 0.77 | 1,027 |
24-hour PM2.5 (μg/m3) | 0.89 | (0.42 – 1.87) | 0.76 | 392 |
24-hour SO2 (ppb) | 0.99 | (0.92 – 1.07) | 0.85 | 989 |
Reference group = atopic (allergic sensitization as demonstrated by at least one positive allergy skin test reaction to a panel of 14 environmental allergens). Comparison group = non-atopic (no positive allergy skin test results).
Bold indicates results at a significant Bonferroni-corrected α value of 0.01.
Models are adjusted for age, sex, SES, ethnicity, recruitment region, proportion of global African ancestry and maternal in utero smoking. All pollutants are scaled to represent a 5-unit change in exposure, except SO2 (1 ppb change).
Our findings suggest that children with asthma without allergic sensitization were more likely to be exposed to higher levels of ozone pollution during their first year of life compared to children with atopic asthma. Experimental studies in those with asthma have shown that acute exposure to ozone stimulates airway neutrophilia,8,9 a characteristic though not necessarily specific feature of asthma without sensitization.
Since our analysis used data from a case-control study, our samples may not be representative of the underlying population or generalizable to the population of US Latinos. It is not immediately clear whether ozone exposure in subsequent years might have contributed to risk for sensitization. Nevertheless, our study benefits from analyzing a very large and diverse Latino population recruited from multiple regions in the US. While additional studies are needed to confirm these findings, our results suggest that ozone air pollution may partially account for the prevalence of asthma without sensitization in Latino children. These controversial findings might have emerged from interactions with the assessed geographic areas or neighborhoods. Since minorities such as various Latino subgroups often live in or near urban areas where they are disproportionally impacted by air pollution, they should be studied separately and reducing exposures in Latino communities may prevent similar asthma cases.
Supplementary Material
Acknowledgments
Funding Sources
Supported in part by the National Institutes of Health (R01-ES015794, U19-AI077439, R01-HL088133, R01-HL078885, R25-CA113710, T32-GM007546, R01-HL004464, R01-HL104608); the National Institute on Minority Health and Health Disparities (P60MD006902) to K.B-D. and E.G.B.; K23-HL093023 to R.K.; M01-RR00188 to H.J.F.; Fundación Ramón Areces Postdoctoral Fellowship to M.P.-Y.; the Ernest S. Bazley Grant to P.C.A.; the Flight Attendant Medical Research Institute, the Robert Wood Johnson Foundation Harold Amos Medical Faculty Development Program, the Sandler Foundation, and the American Asthma Foundation to E.G.B. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
The authors acknowledge the families and patients for their participation and thank the numerous health care providers and community clinics for their support and participation in GALA II. In particular, the authors thank the study coordinator Sandra Salazar, and the study recruiters: Duanny Alva, Gaby Ayala-Rodriguez, Ulysses Burley, Lisa Caine, Elizabeth Castellanos, Jaime Colon, Denise DeJesus, Iliana Flexas, Blanca Lopez, Brenda Lopez, Louis Martos, Vivian Medina, Juana Olivo, Mario Peralta, Esther Pomares, Jihan Quraishi, Johanna Rodriguez, Shahdad Saeedi, Dean Soto, Ana Taveras and Emmanuel Viera.
Abbreviations
- CI
confidence interval
- GALA II
Genes-environments and Admixture in Latino Americans
- NO2
nitrogen dioxide
- O3
ozone (8 hour maximum)
- OR
odds ratio
- PM2.5
particulate matter with aerodynamic diameter ≤ 2.5 μm
- PM10
particulate matter with aerodynamic diameter ≤ 10 μm
- ppb
parts per billion
- SD
standard deviation
- SES
socioeconomic status
- SO2
sulfur dioxide
- μg/m3
microgram per cubic meter
Footnotes
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