Exposure to air pollution in early childhood and the association with Attention-Deficit Hyperactivity Disorder
Exposure to air pollution in early life has been linked to cognitive deficits and adverse neurodevelopmental effects. However, studies examining associations between air pollutants and Attention-Deficit/Hyperactivity Disorder (ADHD) have had conflicting findings. Individuals born in Denmark 1992–200...
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Published in | Environmental research Vol. 183; p. 108930 |
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Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Netherlands
Elsevier Inc
01.04.2020
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Subjects | |
Online Access | Get full text |
ISSN | 0013-9351 1096-0953 1096-0953 |
DOI | 10.1016/j.envres.2019.108930 |
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Abstract | Exposure to air pollution in early life has been linked to cognitive deficits and adverse neurodevelopmental effects. However, studies examining associations between air pollutants and Attention-Deficit/Hyperactivity Disorder (ADHD) have had conflicting findings.
Individuals born in Denmark 1992–2007 (n = 809,654) were followed for the development of ADHD from 1997 to 2013. Data on daily concentrations of nitrogen dioxide (NO2) and fine particulate matter (PM2.5) from air-modeling data at a 1 km × 1 km resolution at residences within the first five years of life, was linked with population-based data from the Danish national registers, including data on clinical diagnoses of ADHD. We estimated incidence rate ratios (IRRs) with 95% confidence intervals (CI) for ADHD, according to increases in exposures, adjusting for age, year, sex, and parental education and income.
Exposure to NO2 and PM2.5 during early life was associated with a significantly increased risk of ADHD: IRR of 1.38 (Cl: 1.35 to 1.42) per 10 μg/m3 increase in NO2 and an IRR of 1.51 (Cl: 1.41 to 1.62) per 5 μg/m3 increase in PM2.5. In two-pollutant models, the association between NO2 and ADHD did not change (IRR 1.35; 95% CI: 1.31 to 1.39), while the association with PM2.5 was substantially attenuated (IRR 1.07; 95% CI: 0.98 to 1.16), although in stratified models an elevated association with PM2.5 was found in the lowest quintile of NO2 exposure.
In this large nationwide prospective cohort study, residential air pollution exposure, specifically NO2, during early childhood was associated with the development of ADHD, even when adjusted for parental level of income and education. |
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AbstractList | Exposure to air pollution in early life has been linked to cognitive deficits and adverse neurodevelopmental effects. However, studies examining associations between air pollutants and Attention-Deficit/Hyperactivity Disorder (ADHD) have had conflicting findings.BACKGROUNDExposure to air pollution in early life has been linked to cognitive deficits and adverse neurodevelopmental effects. However, studies examining associations between air pollutants and Attention-Deficit/Hyperactivity Disorder (ADHD) have had conflicting findings.Individuals born in Denmark 1992-2007 (n = 809,654) were followed for the development of ADHD from 1997 to 2013. Data on daily concentrations of nitrogen dioxide (NO2) and fine particulate matter (PM2.5) from air-modeling data at a 1 km × 1 km resolution at residences within the first five years of life, was linked with population-based data from the Danish national registers, including data on clinical diagnoses of ADHD. We estimated incidence rate ratios (IRRs) with 95% confidence intervals (CI) for ADHD, according to increases in exposures, adjusting for age, year, sex, and parental education and income.METHODSIndividuals born in Denmark 1992-2007 (n = 809,654) were followed for the development of ADHD from 1997 to 2013. Data on daily concentrations of nitrogen dioxide (NO2) and fine particulate matter (PM2.5) from air-modeling data at a 1 km × 1 km resolution at residences within the first five years of life, was linked with population-based data from the Danish national registers, including data on clinical diagnoses of ADHD. We estimated incidence rate ratios (IRRs) with 95% confidence intervals (CI) for ADHD, according to increases in exposures, adjusting for age, year, sex, and parental education and income.Exposure to NO2 and PM2.5 during early life was associated with a significantly increased risk of ADHD: IRR of 1.38 (Cl: 1.35 to 1.42) per 10 μg/m3 increase in NO2 and an IRR of 1.51 (Cl: 1.41 to 1.62) per 5 μg/m3 increase in PM2.5. In two-pollutant models, the association between NO2 and ADHD did not change (IRR 1.35; 95% CI: 1.31 to 1.39), while the association with PM2.5 was substantially attenuated (IRR 1.07; 95% CI: 0.98 to 1.16), although in stratified models an elevated association with PM2.5 was found in the lowest quintile of NO2 exposure.RESULTSExposure to NO2 and PM2.5 during early life was associated with a significantly increased risk of ADHD: IRR of 1.38 (Cl: 1.35 to 1.42) per 10 μg/m3 increase in NO2 and an IRR of 1.51 (Cl: 1.41 to 1.62) per 5 μg/m3 increase in PM2.5. In two-pollutant models, the association between NO2 and ADHD did not change (IRR 1.35; 95% CI: 1.31 to 1.39), while the association with PM2.5 was substantially attenuated (IRR 1.07; 95% CI: 0.98 to 1.16), although in stratified models an elevated association with PM2.5 was found in the lowest quintile of NO2 exposure.In this large nationwide prospective cohort study, residential air pollution exposure, specifically NO2, during early childhood was associated with the development of ADHD, even when adjusted for parental level of income and education.CONCLUSIONSIn this large nationwide prospective cohort study, residential air pollution exposure, specifically NO2, during early childhood was associated with the development of ADHD, even when adjusted for parental level of income and education. Exposure to air pollution in early life has been linked to cognitive deficits and adverse neurodevelopmental effects. However, studies examining associations between air pollutants and Attention-Deficit/Hyperactivity Disorder (ADHD) have had conflicting findings. Individuals born in Denmark 1992-2007 (n = 809,654) were followed for the development of ADHD from 1997 to 2013. Data on daily concentrations of nitrogen dioxide (NO ) and fine particulate matter (PM ) from air-modeling data at a 1 km × 1 km resolution at residences within the first five years of life, was linked with population-based data from the Danish national registers, including data on clinical diagnoses of ADHD. We estimated incidence rate ratios (IRRs) with 95% confidence intervals (CI) for ADHD, according to increases in exposures, adjusting for age, year, sex, and parental education and income. Exposure to NO and PM during early life was associated with a significantly increased risk of ADHD: IRR of 1.38 (Cl: 1.35 to 1.42) per 10 μg/m increase in NO and an IRR of 1.51 (Cl: 1.41 to 1.62) per 5 μg/m increase in PM . In two-pollutant models, the association between NO and ADHD did not change (IRR 1.35; 95% CI: 1.31 to 1.39), while the association with PM was substantially attenuated (IRR 1.07; 95% CI: 0.98 to 1.16), although in stratified models an elevated association with PM was found in the lowest quintile of NO exposure. In this large nationwide prospective cohort study, residential air pollution exposure, specifically NO , during early childhood was associated with the development of ADHD, even when adjusted for parental level of income and education. Exposure to air pollution in early life has been linked to cognitive deficits and adverse neurodevelopmental effects. However, studies examining associations between air pollutants and Attention-Deficit/Hyperactivity Disorder (ADHD) have had conflicting findings. Individuals born in Denmark 1992–2007 (n = 809,654) were followed for the development of ADHD from 1997 to 2013. Data on daily concentrations of nitrogen dioxide (NO2) and fine particulate matter (PM2.5) from air-modeling data at a 1 km × 1 km resolution at residences within the first five years of life, was linked with population-based data from the Danish national registers, including data on clinical diagnoses of ADHD. We estimated incidence rate ratios (IRRs) with 95% confidence intervals (CI) for ADHD, according to increases in exposures, adjusting for age, year, sex, and parental education and income. Exposure to NO2 and PM2.5 during early life was associated with a significantly increased risk of ADHD: IRR of 1.38 (Cl: 1.35 to 1.42) per 10 μg/m3 increase in NO2 and an IRR of 1.51 (Cl: 1.41 to 1.62) per 5 μg/m3 increase in PM2.5. In two-pollutant models, the association between NO2 and ADHD did not change (IRR 1.35; 95% CI: 1.31 to 1.39), while the association with PM2.5 was substantially attenuated (IRR 1.07; 95% CI: 0.98 to 1.16), although in stratified models an elevated association with PM2.5 was found in the lowest quintile of NO2 exposure. In this large nationwide prospective cohort study, residential air pollution exposure, specifically NO2, during early childhood was associated with the development of ADHD, even when adjusted for parental level of income and education. Exposure to air pollution in early life has been linked to cognitive deficits and adverse neurodevelopmental effects. However, studies examining associations between air pollutants and Attention-Deficit/Hyperactivity Disorder (ADHD) have had conflicting findings.Individuals born in Denmark 1992–2007 (n = 809,654) were followed for the development of ADHD from 1997 to 2013. Data on daily concentrations of nitrogen dioxide (NO₂) and fine particulate matter (PM₂.₅) from air-modeling data at a 1 km × 1 km resolution at residences within the first five years of life, was linked with population-based data from the Danish national registers, including data on clinical diagnoses of ADHD. We estimated incidence rate ratios (IRRs) with 95% confidence intervals (CI) for ADHD, according to increases in exposures, adjusting for age, year, sex, and parental education and income.Exposure to NO₂ and PM₂.₅ during early life was associated with a significantly increased risk of ADHD: IRR of 1.38 (Cl: 1.35 to 1.42) per 10 μg/m³ increase in NO₂ and an IRR of 1.51 (Cl: 1.41 to 1.62) per 5 μg/m³ increase in PM₂.₅. In two-pollutant models, the association between NO₂ and ADHD did not change (IRR 1.35; 95% CI: 1.31 to 1.39), while the association with PM₂.₅ was substantially attenuated (IRR 1.07; 95% CI: 0.98 to 1.16), although in stratified models an elevated association with PM₂.₅ was found in the lowest quintile of NO₂ exposure.In this large nationwide prospective cohort study, residential air pollution exposure, specifically NO₂, during early childhood was associated with the development of ADHD, even when adjusted for parental level of income and education. |
ArticleNumber | 108930 |
Author | Geels, Camilla Kalkbrenner, Amy Brandt, Jørgen Thygesen, Malene Hansen, Birgitte Schendel, Diana Holst, Gitte Juel Pedersen, Carsten Bøcker Dalsgaard, Søren |
AuthorAffiliation | d Department of Public Health, Section of Environment, Occupation and Health, Aarhus University, Aarhus, Denmark f Department of Environmental Science, Aarhus University, Denmark b The Lundbeck Foundation Initiative for Integrative Psychiatric Research, i PSYCH, Aarhus and Copenhagen, Denmark c Centre for Integrated Register based Research, CIRRAU , Aarhus University, Denmark i Big Data Centre for Environment and Health, BERTHA , Aarhus University, Denmark a National Centre for Register-based Research, Department of Economics and Business, School of Business and Social Sciences, Aarhus University, Aarhus, Denmark e Geological Survey of Denmark and Greenland, GEUS , Denmark h Department of Public Health, Section for Epidemiology, Aarhus University, Aarhus, Denmark g Joseph J. Zilber School of Public Health, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin, USA |
AuthorAffiliation_xml | – name: f Department of Environmental Science, Aarhus University, Denmark – name: d Department of Public Health, Section of Environment, Occupation and Health, Aarhus University, Aarhus, Denmark – name: e Geological Survey of Denmark and Greenland, GEUS , Denmark – name: g Joseph J. Zilber School of Public Health, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin, USA – name: c Centre for Integrated Register based Research, CIRRAU , Aarhus University, Denmark – name: a National Centre for Register-based Research, Department of Economics and Business, School of Business and Social Sciences, Aarhus University, Aarhus, Denmark – name: b The Lundbeck Foundation Initiative for Integrative Psychiatric Research, i PSYCH, Aarhus and Copenhagen, Denmark – name: h Department of Public Health, Section for Epidemiology, Aarhus University, Aarhus, Denmark – name: i Big Data Centre for Environment and Health, BERTHA , Aarhus University, Denmark |
Author_xml | – sequence: 1 givenname: Malene surname: Thygesen fullname: Thygesen, Malene email: mthygesen@econ.au.dk organization: National Centre for Register-based Research, Department of Economics and Business Economics, School of Business and Social Sciences, Aarhus University, Aarhus, Denmark – sequence: 2 givenname: Gitte Juel surname: Holst fullname: Holst, Gitte Juel organization: National Centre for Register-based Research, Department of Economics and Business Economics, School of Business and Social Sciences, Aarhus University, Aarhus, Denmark – sequence: 3 givenname: Birgitte surname: Hansen fullname: Hansen, Birgitte organization: Geological Survey of Denmark and Greenland, GEUS, Denmark – sequence: 4 givenname: Camilla surname: Geels fullname: Geels, Camilla organization: Department of Environmental Science, Aarhus University, Denmark – sequence: 5 givenname: Amy surname: Kalkbrenner fullname: Kalkbrenner, Amy organization: Joseph J. Zilber School of Public Health, University of Wisconsin-Milwaukee, Milwaukee, WI, USA – sequence: 6 givenname: Diana surname: Schendel fullname: Schendel, Diana organization: National Centre for Register-based Research, Department of Economics and Business Economics, School of Business and Social Sciences, Aarhus University, Aarhus, Denmark – sequence: 7 givenname: Jørgen surname: Brandt fullname: Brandt, Jørgen organization: Department of Environmental Science, Aarhus University, Denmark – sequence: 8 givenname: Carsten Bøcker surname: Pedersen fullname: Pedersen, Carsten Bøcker organization: National Centre for Register-based Research, Department of Economics and Business Economics, School of Business and Social Sciences, Aarhus University, Aarhus, Denmark – sequence: 9 givenname: Søren surname: Dalsgaard fullname: Dalsgaard, Søren organization: National Centre for Register-based Research, Department of Economics and Business Economics, School of Business and Social Sciences, Aarhus University, Aarhus, Denmark |
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Keywords | Health Epidemiology Attention deficit hyperactivity disorder Cohort study Ambient air pollution |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 ObjectType-Review-3 content type line 23 Amy Kalkbrenner: Study design, interpretation of data and revision of manuscript. Diana Schendel: Study design, interpretation of data and revision of manuscript. Camilla Geels: Data preparation, exposure assessment interpretation of data, revision of manuscript Gitte Juel Holst: Study design, interpretation of data and revision of manuscript. Author statements Malene Thygesen: Literature search, data preparation, data analyses, interpretation of data and writing of manuscript. Birgitte Hansen: Study design, interpretation of data and revision of manuscript. Jørgen Brandt: Data preparation, exposure assessment, interpretation of data and revision of manuscript Carsten Bøcker Pedersen: Conception of scientific idea, study design, input in statistical methods, interpretation of data and revision of manuscript. Søren Dalsgaard: Conception of scientific idea, study design, interpretation of data, clinical expertise and revision of manuscript. |
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SubjectTerms | air pollutants Air Pollutants - toxicity Air Pollution Ambient air pollution Attention Deficit Disorder with Hyperactivity - epidemiology Attention deficit hyperactivity disorder Child Child, Preschool childhood cognitive disorders Cohort Studies Cohort study confidence interval Denmark education Environmental Exposure Epidemiology Female Health Humans income Male nitrogen content Nitrogen Dioxide Particulate Matter particulates Prospective Studies risk |
Title | Exposure to air pollution in early childhood and the association with Attention-Deficit Hyperactivity Disorder |
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