Evidence map›Paper›PMID 30596809›Full record

ArticleThe American journal of clinical nutrition2019

Regional and traffic-related air pollutants are associated with higher consumption of fast food and trans fat among adolescents.

Zhanghua Chen, Megan M Herting, Leda Chatzi, Britni R Belcher, Tanya L Alderete, Rob McConnell, Frank D Gilliland

Registry-linked trialAbstract read
In one paragraph

Article in The American journal of clinical nutrition, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03379298 (Regional and Traffic-related Air Pollutants Are Associated With Consumption of a High Fat Diet Among Adolescents), which is not on this map. Cited by 20 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed, 3 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.

NCT03379298 completednot on this map

Regional and Traffic-related Air Pollutants Are Associated With Consumption of a High Fat Diet Among Adolescents

TypeobservationalSponsorUniversity of Southern CaliforniaRan1994Enrolled3,142ConditionsDiet Habit, Pollution, Exposure, Child Obesity
3 · Its place in the literature

Who cites it

20 citing papers in PubMed, 3 syntheses or guidelines pooled it.

  1. Pooled it
  2. Exposure to PMInternational journal of environmental research and public health · 2021
    Pooled it
  3. Traffic-related environmental factors and childhood obesity: A systematic review and meta-analysis.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2021
    Pooled it
  4. Association of Air Pollution With Adiposity Rates in Active Runners and Inactive People.American journal of human biology : the official journal of the Human Biology Council · 2025
    Article
  5. Article
  6. Article
  7. Exposure to PMScientific reports · 2025
    Article
  8. Article
  9. Article
  10. Family- and neighborhood-level environmental associations with physical health conditions in 9- and 10-year-olds.Health psychology : official journal of the Division of Health Psychology, American Psychological Association · 2023
    Article
  11. Thinking Health-related Behaviors in a Climate Change Context: A Narrative Review.Annals of behavioral medicine : a publication of the Society of Behavioral Medicine · 2023
    Review
  12. Article
  13. Near-roadway air pollution, immune cells and adipokines among obese young adults.Environmental health : a global access science source · 2022
    Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Youth Engaged Participatory Air Monitoring: A 'Day in the Life' in Urban Environmental Justice Communities.International journal of environmental research and public health · 2019
    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

7 authors.

Zhanghua ChenDivision of Environmental Health and Preventive Medicine.
Megan M HertingDivision of Environmental Health and Preventive Medicine.
Leda ChatziDivision of Environmental Health and Preventive Medicine.
Britni R BelcherInstitute for Health Promotion and Disease Prevention Research, Department of Preventive Medicine, Keck School of Medicine of the University of Southern California, Los Angeles, CA.
Tanya L AldereteDepartment of Integrative Physiology, University of Colorado at Boulder, Boulder, CO.
Rob McConnellDivision of Environmental Health and Preventive Medicine.
Frank D GillilandDivision of Environmental Health and Preventive Medicine.

Funding

Southern California Clinical and Translational Science InstituteUL1TR001855 · NCATS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Thomas A Buchanan, Michele D. Kipke · 2016 to 2026
$81.3M
Translational Research Support CoreP30ES007048 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI ROB S MCCONNELL · 1996 to 2026
$46.4M
Southern California Children's Environmental Health Center (SC-CEHC)P01ES022845 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI MCCONNELL, ROB S · 2013 to 2018
$4.0M
Metabolomic Signatures Linking Air Pollution, Obesity and DiabetesR00ES027870 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI CHEN, ZHANGHUA · 2019 to 2021
$747k
Near-Roadway and Ambient Air Pollution Exposure and the Gut Microbiome: Implications for Obesity and Insulin Resistance in AdolescenceR00ES027853 · NIEHS · UNIVERSITY OF COLORADO · PI ALDERETE, TANYA LYNN · 2018 to 2020
$721k
Near-Roadway and Ambient Air Pollution Exposure and the Gut Microbiome: Implications for Obesity and Insulin Resistance in AdolescenceK99ES027853 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI ALDERETE, TANYA LYNN · 2017 to 2018
$202k
Metabolomic Signatures Linking Air Pollution, Obesity and DiabetesK99ES027870 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI CHEN, ZHANGHUA · 2018 to 2019
$176k
NCATS NIH HHS UL1 TR001855NIEHS NIH HHS K99 ES027853NIEHS NIH HHS K99 ES027870NIEHS NIH HHS P01 ES022845NIEHS NIH HHS P30 ES007048NIEHS NIH HHS R00 ES027853NIEHS NIH HHS R00 ES027870
6 · The paper itself

Abstract

Background: Air pollution exposures are novel contributors to the growing childhood obesity epidemic. One possible mechanism linking air pollution exposures and obesity is through changes in food consumption patterns. Objective: The aim of this study was to examine the longitudinal association between childhood exposure to air pollutants and changes in diet among adolescents. Design: School-age children were enrolled in the Southern California Children's Health Study during 1993-1994 (n = 3100) and were followed for 4-8 y. Community-level regional air pollutants [e.g., nitrogen dioxide (NO2), elemental carbon (EC), and fine particles with aerodynamic diameter <2.5 µm (PM2.5)] were measured at central monitoring stations. Line dispersion modeling was used to estimate concentrations of traffic-related air pollutants based on nitrogen oxides (NOx) at participants' residential addresses. In addition, self-reported diet information was collected annually using a structured youth/adolescent food-frequency questionnaire during 1997-2001. Generalized linear mixed-effects models were used in the association analyses. Results: Higher exposures to regional and traffic-related air pollutants were associated with intake of a high-trans-fat diet, after adjusting for confounders including socioeconomic status and access to fast food in the community. A 2-SD (12.2 parts per billion) increase in regional NO2 exposure was associated with a 34% increased risk of consuming a high-trans-fat diet compared with a low-trans-fat diet (OR: 1.34; 95% CI: 1.05, 1.72). In addition, higher exposures to acid vapor, EC, PM2.5, and non-freeway NOx were all associated with higher consumption of dietary trans fat (all P < 0.04). Notably, higher exposures to regional NO2, acid vapor, and EC were also associated with a higher consumption of fast food (all P < 0.05). Conclusions: Childhood exposures to regional and traffic-related air pollutants were associated with increased consumption by adolescents of trans fat and fast foods. Our results indicate that air pollution exposures may contribute to obesogenic behaviors. This study was registered at clinicaltrials.gov as NCT03379298.

Indexed as

DietEnvironmental ExposureVehicle EmissionsAdolescentAdolescent BehaviorAir PollutantsCaliforniaChildDiet RecordsEthnicityFast FoodsFollow-Up StudiesFood PreferencesHealth BehaviorHumansLongitudinal StudiesAir PollutantsNitrogen DioxideTrans Fatty AcidsVehicle Emissions

Identifiers

PMID30596809
PMCPMC6358030

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

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.