Background: Ambient air pollution has been associated with asthma-related hospital admissions and emergency department visits (hospital encounters). We hypothesized that higher individual exposure to residential traffic-related air pollutants would enhance these associations. Methods: We studied 11,390 asthma-related hospital encounters among 7492 subjects 0-18 years of age living in Orange County, California. Ambient exposures were measured at regional air monitoring stations. Seasonal average traffic-related exposures (PM2.5, ultrafine particles, NOx, and CO) were estimated near subjects' geocoded residences for 6-month warm and cool seasonal periods, using dispersion models based on local traffic within 500 m radii. Associations were tested in case-crossover conditional logistic regression models adjusted for temperature and humidity. We assessed effect modification by seasonal residential traffic-related air pollution exposures above and below median dispersion-modeled exposures. Secondary analyses considered effect modification by traffic exposures within race/ethnicity and insurance group strata. Results: Asthma morbidity was positively associated with daily ambient O-3 and PM2.5 in warm seasons and with CO, NOx, and PM2.5 in cool seasons. Associations with CO, NOx, and PM2.5 were stronger among subjects living at residences with above-median traffic-related exposures, especially in cool seasons. Secondary analyses showed no consistent differences in association, and 95% confidence intervals were wide, indicating a lack of precision for estimating these highly stratified associations. Conclusions: Associations of asthma with ambient air pollution were enhanced among subjects living in homes with high traffic-related air pollution. This may be because of increased susceptibility (greater asthma severity) or increased vulnerability (meteorologic amplification of local vs. correlated ambient exposures).
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Ctr Res Environm Epidemiol, Barcelona 08003, Spain
Hosp Mar, Municipal Inst Med Res, Barcelona, Spain
CIBER Epidemiol & Salud Publ, Barcelona, SpainCtr Res Environm Epidemiol, Barcelona 08003, Spain
Castro-Giner, Francesc
Kuenzli, Nino
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Ctr Res Environm Epidemiol, Barcelona 08003, Spain
Hosp Mar, Municipal Inst Med Res, Barcelona, Spain
CIBER Epidemiol & Salud Publ, Barcelona, Spain
ICREA, Barcelona, SpainCtr Res Environm Epidemiol, Barcelona 08003, Spain
Kuenzli, Nino
Jacquemin, Benedicte
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Ctr Res Environm Epidemiol, Barcelona 08003, Spain
Inst Natl Sante & Rech Med, U780, Villejuif, FranceCtr Res Environm Epidemiol, Barcelona 08003, Spain
Jacquemin, Benedicte
Forsberg, Bertil
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Umea Univ, Dept Publ Hlth & Clin Med, Umea, SwedenCtr Res Environm Epidemiol, Barcelona 08003, Spain
Forsberg, Bertil
de Cid, Rafael
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CIBER Epidemiol & Salud Publ, Barcelona, Spain
Ctr Genom Regulat, Genes & Dis Program, Barcelona, SpainCtr Res Environm Epidemiol, Barcelona 08003, Spain
de Cid, Rafael
Sunyer, Jordi
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Ctr Res Environm Epidemiol, Barcelona 08003, Spain
Hosp Mar, Municipal Inst Med Res, Barcelona, Spain
Univ Pompeu Fabra, Dept Hlth & Expt Sci, Barcelona, SpainCtr Res Environm Epidemiol, Barcelona 08003, Spain
Sunyer, Jordi
Jarvis, Deborah
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Natl Heart & Lung Inst, Resp Epidemiol & Publ Hlth Grp, London, EnglandCtr Res Environm Epidemiol, Barcelona 08003, Spain
Jarvis, Deborah
Briggs, David
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Univ London Imperial Coll Sci Technol & Med, London, EnglandCtr Res Environm Epidemiol, Barcelona 08003, Spain
Briggs, David
Vienneau, Danielle
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Univ London Imperial Coll Sci Technol & Med, London, EnglandCtr Res Environm Epidemiol, Barcelona 08003, Spain
Vienneau, Danielle
Norback, Dan
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Uppsala Univ, Dept Med Sci, Uppsala, Sweden
Univ Hosp, Uppsala, SwedenCtr Res Environm Epidemiol, Barcelona 08003, Spain
Norback, Dan
Gonzalez, Juan R.
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Ctr Res Environm Epidemiol, Barcelona 08003, Spain
Hosp Mar, Municipal Inst Med Res, Barcelona, Spain
CIBER Epidemiol & Salud Publ, Barcelona, SpainCtr Res Environm Epidemiol, Barcelona 08003, Spain
Gonzalez, Juan R.
Guerra, Stefano
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Ctr Res Environm Epidemiol, Barcelona 08003, Spain
Hosp Mar, Municipal Inst Med Res, Barcelona, Spain
CIBER Epidemiol & Salud Publ, Barcelona, SpainCtr Res Environm Epidemiol, Barcelona 08003, Spain
Guerra, Stefano
Janson, Christer
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Uppsala Univ, Dept Med Sci Resp Med & Allergol, Uppsala, SwedenCtr Res Environm Epidemiol, Barcelona 08003, Spain
Janson, Christer
Anto, Josep-Maria
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Ctr Res Environm Epidemiol, Barcelona 08003, Spain
Hosp Mar, Municipal Inst Med Res, Barcelona, Spain
CIBER Epidemiol & Salud Publ, Barcelona, Spain
Univ Pompeu Fabra, Dept Hlth & Expt Sci, Barcelona, SpainCtr Res Environm Epidemiol, Barcelona 08003, Spain
Anto, Josep-Maria
Wjst, Matthias
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German Res Ctr Environm Hlth, Helmholtz Zentrum Munchen, Munich, GermanyCtr Res Environm Epidemiol, Barcelona 08003, Spain
Wjst, Matthias
Heinrich, Joachim
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Helmholtz Zentrum Munchen, Inst Epidemiol, Munich, GermanyCtr Res Environm Epidemiol, Barcelona 08003, Spain
Heinrich, Joachim
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Estivill, Xavier
Kogevinas, Manolis
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Ctr Res Environm Epidemiol, Barcelona 08003, Spain
Hosp Mar, Municipal Inst Med Res, Barcelona, Spain
CIBER Epidemiol & Salud Publ, Barcelona, Spain
Natl Sch Publ Hlth, Athens, GreeceCtr Res Environm Epidemiol, Barcelona 08003, Spain
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Columbia Univ, Mailman Sch Publ Hlth, Dept Environm Hlth Sci, 722 West 168th St,1104B, New York, NY 10032 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Environm Hlth Sci, 722 West 168th St,1104B, New York, NY 10032 USA
Kioumourtzoglou, Marianthi-Anna
Raz, Raanan
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Hebrew Univ Jerusalem, Braun Sch Publ Hlth & Community Med, Jerusalem, IsraelColumbia Univ, Mailman Sch Publ Hlth, Dept Environm Hlth Sci, 722 West 168th St,1104B, New York, NY 10032 USA
Raz, Raanan
Wilson, Ander
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Colorado State Univ, Dept Stat, Ft Collins, CO 80523 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Environm Hlth Sci, 722 West 168th St,1104B, New York, NY 10032 USA
Wilson, Ander
Fluss, Ronen
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Hebrew Univ Jerusalem, Braun Sch Publ Hlth & Community Med, Jerusalem, IsraelColumbia Univ, Mailman Sch Publ Hlth, Dept Environm Hlth Sci, 722 West 168th St,1104B, New York, NY 10032 USA
Fluss, Ronen
Nirel, Ronit
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Hebrew Univ Jerusalem, Dept Stat, Jerusalem, IsraelColumbia Univ, Mailman Sch Publ Hlth, Dept Environm Hlth Sci, 722 West 168th St,1104B, New York, NY 10032 USA
Nirel, Ronit
Broday, David M.
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Technion Israel Inst Technol, Fac Civil & Environm Engn, Haifa, IsraelColumbia Univ, Mailman Sch Publ Hlth, Dept Environm Hlth Sci, 722 West 168th St,1104B, New York, NY 10032 USA
Broday, David M.
Yuval
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Technion Israel Inst Technol, Fac Civil & Environm Engn, Haifa, IsraelColumbia Univ, Mailman Sch Publ Hlth, Dept Environm Hlth Sci, 722 West 168th St,1104B, New York, NY 10032 USA
Yuval
Hacker, Michele R.
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Harvard Med Sch, Beth Israel Deaconess Med Ctr, Dept Obstet & Gynecol, Boston, MA USA
Harvard TH Chan Sch Publ Hlth, Dept Epidemiol, Boston, MA USAColumbia Univ, Mailman Sch Publ Hlth, Dept Environm Hlth Sci, 722 West 168th St,1104B, New York, NY 10032 USA
Hacker, Michele R.
McElrath, Thomas E.
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Harvard Med Sch, Div Maternal Fetal Med, Brigham & Womens Hosp, Boston, MA USAColumbia Univ, Mailman Sch Publ Hlth, Dept Environm Hlth Sci, 722 West 168th St,1104B, New York, NY 10032 USA
McElrath, Thomas E.
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Grotto, Itamar
Koutrakis, Petros
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Harvard TH Chan Sch Publ Hlth, Dept Environm Hlth, Boston, MA USAColumbia Univ, Mailman Sch Publ Hlth, Dept Environm Hlth Sci, 722 West 168th St,1104B, New York, NY 10032 USA
Koutrakis, Petros
Weisskopf, Marc G.
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Harvard TH Chan Sch Publ Hlth, Dept Epidemiol, Boston, MA USA
Harvard TH Chan Sch Publ Hlth, Dept Environm Hlth, Boston, MA USAColumbia Univ, Mailman Sch Publ Hlth, Dept Environm Hlth Sci, 722 West 168th St,1104B, New York, NY 10032 USA