Evidence map›Paper›PMID 34627014›Full record

ArticleEnvironment international2022

In utero exposure to near-roadway air pollution and autism spectrum disorder in children.

Sarah A Carter, Md Mostafijur Rahman, Jane C Lin, Yu-Hsiang Shu, Ting Chow, Xin Yu, Mayra P Martinez, Sandrah P Eckel, Jiu-Chiuan Chen, Zhanghua Chen and 5 more

Open access · goldAbstract read
In one paragraph

Article in Environment international, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed, 2 pooled it
3.6field-weighted citation impact, top 6% of its field
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

31 citing papers in PubMed, 2 syntheses or guidelines pooled it, 50 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Article
  5. Prenatal Exposure to Wildfire and Autism in Children.Environmental science & technology · 2026
    Article
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  7. Review
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  20. Effect of In utero Exposure to Air Pollution on Adulthood Hospitalizations.Journal of urban health : bulletin of the New York Academy of Medicine · 2024
    Review
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

15 authors at 4 institutions in 1 country.

Sarah A CarterDepartment of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA.
Md Mostafijur RahmanDepartment of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Jane C LinDepartment of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA.
Yu-Hsiang ShuDepartment of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA.
Ting ChowDepartment of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA.
Xin YuSpatial Science Institute, University of Southern California, Los Angeles, CA, USA.
Mayra P MartinezDepartment of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA.
Sandrah P EckelDepartment of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Jiu-Chiuan ChenDepartment of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Zhanghua ChenDepartment of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Joel SchwartzDepartment of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Nathan PavlovicSonoma Technology, Inc., Petaluma, CA, USA.
Frederick W LurmannSonoma Technology, Inc., Petaluma, CA, USA.
Rob McConnellDepartment of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Anny H XiangDepartment of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA. Electronic address: anny.h.xiang@kp.org.
Kaiser Permanente · USUniversity of Southern California · USSonoma Technology (United States) · USHarvard University · US

Funding

Translational Research Support CoreP30ES007048 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI ROB S MCCONNELL · 1996 to 2026
$46.4M
The Impact of Air Pollution Exposure on COVID-19 Severity and MortalityR01ES029963 · NIEHS · KAISER FOUNDATION RESEARCH INSTITUTE · PI MCCONNELL, ROB S, XIANG, ANNY H · 2019 to 2022
$3.3M
Effects of air pollution and gestational diabetes on autismR56ES028121 · NIEHS · KAISER FOUNDATION RESEARCH INSTITUTE · PI XIANG, ANNY H · 2017 to 2017
$250k
NIEHS NIH HHS P30 ES007048NIEHS NIH HHS R01 ES029963NIEHS NIH HHS R56 ES028121
6 · The paper itself

Abstract

importancePrevious studies have reported associations between in utero exposure to regional air pollution and autism spectrum disorders (ASD). In utero exposure to components of near-roadway air pollution (NRAP) has been linked to adverse neurodevelopment in animal models, but few studies have investigated NRAP association with ASD risk.

objectiveTo identify ASD risk associated with in utero exposure to NRAP in a large, representative birth cohort. DESIGN, SETTING, AND

participantsThis retrospective pregnancy cohort study included 314,391 mother-child pairs of singletons born between 2001 and 2014 at Kaiser Permanente Southern California (KPSC) hospitals. Maternal and child data were extracted from KPSC electronic medical records. Children were followed until: clinical diagnosis of ASD, non-KPSC membership, death, or December 31, 2019, whichever came first. Exposure to the complex NRAP mixture during pregnancy was assessed using line-source dispersion models to estimate fresh vehicle emissions from freeway and non-freeway sources at maternal addresses during pregnancy. Vehicular traffic load exposure was characterized using advanced telematic models combining traditional traffic counts and travel-demand models with cell phone and vehicle GPS data. Cox proportional-hazard models estimated hazard ratios (HR) of ASD associated with near-roadway traffic load and dispersion-modeled NRAP during pregnancy, adjusted for covariates. Non-freeway NRAP was analyzed using quintile distribution due to nonlinear associations with ASD. EXPOSURES: Average NRAP and traffic load exposure during pregnancy at maternal residential addresses. MAIN OUTCOMES: Clinical diagnosis of ASD.

resultsA total of 6,291 children (5,114 boys, 1,177 girls) were diagnosed with ASD. The risk of ASD was associated with pregnancy-average exposure to total NRAP [HR(95% CI): 1.03(1.00,1.05) per 5 ppb increase in dispersion-modeled NOx] and to non-freeway NRAP [HR(95% CI) comparing the highest to the lowest quintile: 1.19(1.11, 1.27)]. Total NRAP had a stronger association in boys than in girls, but the association with non-freeway NRAP did not differ by sex. The association of freeway NRAP with ASD risk was not statistically significant. Non-freeway traffic load exposure demonstrated associations with ASD consistent with those of NRAP and ASD.

conclusionsIn utero exposure to near-roadway air pollution, particularly from non-freeway sources, may increase ASD risk in children.

Indexed as

Air PollutantsAir PollutionAutism Spectrum DisorderBirth CohortCaliforniaCohort StudiesFemaleHumansMalePregnancyRetrospective StudiesAir PollutantsAutism spectrum disordersIn utero exposuresNear roadway air pollutionNOxSex differences

Identifiers

PMID34627014
PMCPMC8688235
OpenAlexW3204864378

What OpenQuestion holds

Textmetadata
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Registered trials

None linked

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.