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 inEnvironmental research Vol. 183; p. 108930
Main Authors Thygesen, Malene, Holst, Gitte Juel, Hansen, Birgitte, Geels, Camilla, Kalkbrenner, Amy, Schendel, Diana, Brandt, Jørgen, Pedersen, Carsten Bøcker, Dalsgaard, Søren
Format Journal Article
LanguageEnglish
Published Netherlands Elsevier Inc 01.04.2020
Subjects
Online AccessGet full text
ISSN0013-9351
1096-0953
1096-0953
DOI10.1016/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.
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
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  surname: Dalsgaard
  fullname: Dalsgaard, Søren
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Keywords Health
Epidemiology
Attention deficit hyperactivity disorder
Cohort study
Ambient air pollution
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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.
OpenAccessLink https://pure.au.dk/portal/en/publications/f8912c46-0a03-41e8-88a2-344155305cfe
PMID 31810593
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PublicationCentury 2000
PublicationDate 2020-04-01
PublicationDateYYYYMMDD 2020-04-01
PublicationDate_xml – month: 04
  year: 2020
  text: 2020-04-01
  day: 01
PublicationDecade 2020
PublicationPlace Netherlands
PublicationPlace_xml – name: Netherlands
PublicationTitle Environmental research
PublicationTitleAlternate Environ Res
PublicationYear 2020
Publisher Elsevier Inc
Publisher_xml – name: Elsevier Inc
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Snippet Exposure to air pollution in early life has been linked to cognitive deficits and adverse neurodevelopmental effects. However, studies examining associations...
SourceID pubmedcentral
proquest
pubmed
crossref
elsevier
SourceType Open Access Repository
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StartPage 108930
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
URI https://dx.doi.org/10.1016/j.envres.2019.108930
https://www.ncbi.nlm.nih.gov/pubmed/31810593
https://www.proquest.com/docview/2322755085
https://www.proquest.com/docview/2388773756
https://pubmed.ncbi.nlm.nih.gov/PMC7167333
Volume 183
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