Evidence map›Paper›PMID 33909054›Full record

ArticleJAMA network open2021

Association of Air Pollution Exposure in Childhood and Adolescence With Psychopathology at the Transition to Adulthood.

Aaron Reuben, Louise Arseneault, Andrew Beddows, Sean D Beevers, Terrie E Moffitt, Antony Ambler, Rachel M Latham, Joanne B Newbury, Candice L Odgers, Jonathan D Schaefer and 1 more

Abstract read
In one paragraph

Article in JAMA network open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
37citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

37 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. PMiScience · 2026
    Review
  4. Article
  5. Revisiting 'environmental effects': Directions for multidisciplinary investigations of air quality and psychopathology.Clinical psychological science : a journal of the Association for Psychological Science · 2026
    Article
  6. Article
  7. Article
  8. Article
  9. A Review of the Increasing Impact and Effects of Air Pollution Throughout Life and Before Birth.Medical science monitor : international medical journal of experimental and clinical research · 2026
    Review
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
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  18. Air Pollution's Hidden Toll: Links Between Ozone, Particulate Matter, and Adolescent Depression.International journal of environmental research and public health · 2024
    Article
  19. Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Aaron ReubenDepartment of Psychology and Neuroscience, Duke University, Durham, North Carolina.
Louise ArseneaultKing's College London, Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, London, United Kingdom.
Andrew BeddowsEnvironmental Research Group, School of Public Health, Imperial College London, London, United Kingdom.
Sean D BeeversEnvironmental Research Group, School of Public Health, Imperial College London, London, United Kingdom.
Terrie E MoffittDepartment of Psychology and Neuroscience, Duke University, Durham, North Carolina.
Antony AmblerKing's College London, Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, London, United Kingdom.
Rachel M LathamKing's College London, Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, London, United Kingdom.
Joanne B NewburyBristol Medical School: Population and Health Sciences, University of Bristol, Bristol, United Kingdom.
Candice L OdgersDepartment of Psychological Science, University of California, Irvine.
Jonathan D SchaeferInstitute of Child Development, University of Minnesota, Minneapolis.
Helen L FisherKing's College London, Social, Genetic, and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology, and Neuroscience, London, United Kingdom.

Funding

INSTITUTIONAL NATIONAL RESEARCH SERVICE AWARDT32MH015755 · NIMH · UNIVERSITY OF MINNESOTA TWIN CITIES · PI Megan R Gunnar · 1985 to 2026
$5.9M
Evaluating neurodegenerative risk in middle-aged adults exposed to lead as childrenF31ES029358 · NIEHS · DUKE UNIVERSITY · PI REUBEN, AARON · 2018 to 2020
$113k
Medical Research Council G1002190Medical Research Council MR/P005918/1Medical Research Council MR/S019669/1NIEHS NIH HHS F31 ES029358NIMH NIH HHS T32 MH015755Wellcome Trust 204823/Z/16/ZWellcome Trust 218632/Z/19/Z
6 · The paper itself

Abstract

Importance: Air pollution exposure damages the brain, but its associations with the development of psychopathology are not fully characterized. Objective: To assess whether air pollution exposure in childhood and adolescence is associated with greater psychopathology at 18 years of age. Design, Setting, and Participants: The Environmental-Risk Longitudinal Twin Study is a population-based cohort study of 2232 children born from January 1, 1994, to December 4, 1995, across England and Wales and followed up to 18 years of age. Pollution data generation was completed on April 22, 2020; data were analyzed from April 27 to July 31, 2020. Exposures: High-resolution annualized estimates of outdoor nitrogen oxides (NOx) and particulate matter with aerodynamic diameter less than 2.5 μm (PM2.5) linked to home addresses at the ages of 10 and 18 years and then averaged. Main Outcomes and Measures: Mental health disorder symptoms assessed through structured interview at 18 years of age and transformed through confirmatory factor analysis into continuous measures of general psychopathology (primary outcome) and internalizing, externalizing, and thought disorder symptoms (secondary outcomes) standardized to a mean (SD) of 100 (15). Hypotheses were formulated after data collection, and analyses were preregistered. Results: A total of 2039 participants (1070 [52.5%] female) had full data available. After adjustment for family and individual factors, each interquartile range increment increase in NOx exposure was associated with a 1.40-point increase (95% CI, 0.41-2.38; P = .005) in general psychopathology. There was no association between continuously measured PM2.5 and general psychopathology (b = 0.45; 95% CI, -0.26 to 1.11; P = .22); however, those in the highest quartile of PM2.5 exposure scored 2.04 points higher (95% CI, 0.36-3.72; P = .02) than those in the bottom 3 quartiles. Copollutant models, including both NOx and PM2.5, implicated NOx alone in these significant findings. NOx exposure was associated with all secondary outcomes, although associations were weakest for internalizing (adjusted b = 1.07; 95% CI, 0.10-2.04; P = .03), medium for externalizing (adjusted b = 1.42; 95% CI, 0.53-2.31; P = .002), and strongest for thought disorder symptoms (adjusted b = 1.54; 95% CI, 0.50-2.57; P = .004). Despite NOx concentrations being highest in neighborhoods with worse physical, social, and economic conditions, adjusting estimates for neighborhood characteristics did not change the results. Conclusions and Relevance: Youths exposed to higher levels of outdoor NOx experienced greater psychopathology at the transition to adulthood. Air pollution may be a nonspecific risk factor for the development of psychopathology.

Indexed as

Air PollutionNitrogen OxidesAdolescentAnxiety DisordersAttention Deficit and Disruptive Behavior DisordersAttention Deficit Disorder with HyperactivityChildConduct DisorderDepressive DisorderEnglandEnvironmental ExposureFemaleHumansMaleMental DisordersPsychotic DisordersNitrogen Oxides

Identifiers

PMID33909054
PMCPMC8082321

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.