Evidence map›Paper›PMID 40261649›Full record

ArticleJAMA network open2025

Childhood Exposure to Air Pollution, Body Mass Index Trajectories, and Insulin Resistance Among Young Adults.

Fangqi Guo, Xinci Chen, Steve Howland, Zhongzheng Niu, Lu Zhang, W James Gauderman, Rob McConnell, Nathan Pavlovic, Fred Lurmann, Theresa M Bastain and 3 more

Abstract read
In one paragraph

Article in JAMA network open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

13 authors.

Fangqi GuoDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles.
Xinci ChenDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles.
Steve HowlandDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles.
Zhongzheng NiuDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles.
Lu ZhangDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles.
W James GaudermanDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles.
Rob McConnellDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles.
Nathan PavlovicSonoma Technologies Inc, Petaluma, California.
Fred LurmannSonoma Technologies Inc, Petaluma, California.
Theresa M BastainDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles.
Rima HabreDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles.
Carrie V BretonDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles.
Shohreh F FarzanDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles.

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 Clinical and Translational Science InstituteUL1TR000130 · NCATS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI BUCHANAN, THOMAS A · 2012 to 2015
$36.0M
Urban Air Pollution and Children's Respiratory HealthP01ES011627 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI GAUDERMAN, WILLIAM JAMES · 2002 to 2011
$30.2M
Lifecourse Approach to Developmental Repercussions of Environmental Agents on Metabolic and Respiratory Health (LA DREAMERs)UH3OD023287 · OD · UNIVERSITY OF SOUTHERN CALIFORNIA · PI BASTAIN, THERESA M, BRETON, CARRIE VAN DOREN · 2018 to 2022
$28.4M
Urban Air Pollution &Persistent Early Life AsthmaP01ES009581 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI GILLILAND, FRANK D. · 1999 to 2010
$6.8M
Translation CoreP2CES033433 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Jill E Johnston, Elizabeth Mary Kamai · 2022 to 2026
$4.9M
Southern California Children's Environmental Health Center (SC-CEHC)P01ES022845 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI MCCONNELL, ROB S · 2013 to 2018
$4.0M
Air pollutant exposure and progression of subclinical atherosclerosis during the critical transition from childhood to adulthoodR01ES031590 · NIEHS · UNIVERSITY OF SOUTHERN CALIFORNIA · PI FARZAN, SHOHREH F · 2021 to 2025
$2.9M
NCATS NIH HHS UL1 TR000130NCATS NIH HHS UL1 TR001855NIEHS NIH HHS P01 ES009581NIEHS NIH HHS P01 ES011627NIEHS NIH HHS P01 ES022845NIEHS NIH HHS P2C ES033433NIEHS NIH HHS P30 ES007048NIEHS NIH HHS R01 ES031590NIH HHS UH3 OD023287
6 · The paper itself

Abstract

Importance: Emerging evidence suggests that exposure to air pollution affects children's glucose metabolism. However, the underlying mechanisms are not fully understood. Objective: To investigate whether body mass index (BMI; calculated as the weight in kilograms divided by the height in meters squared) growth trajectories mediate the association between traffic-related air pollution (TRAP) and insulin resistance. Design, Setting, and Participants: As part of the Southern California Children's Health Study, the ongoing Meta-Air2 cohort substudy followed up participants from pregnancy to 24 years of age and examined the mediation role of BMI. Cardiometabolic follow-up was initiated as participants transitioned into adulthood. Data from the Meta-Air2 substudy were collected from November 27, 2018, to May 31, 2023. Exposures: The California Line Source Dispersion Model was used to calculate mean childhood exposure to traffic-related total nitrogen oxides (NOx) from pregnancy to 13 years of age by calculating mean monthly estimates. Traffic density within a 300-m buffer around participants' residence was calculated as a secondary outcome. Main Outcomes and Measures: Insulin resistance markers were assessed during the recent visit in young adulthood, including the homeostatic model assessment of insulin resistance (HOMA-IR; calculated from fasting glucose and insulin levels) and glycated hemoglobin (HbA1c) level. Participants' BMI growth trajectories, including BMI at 13 years of age and accelerated BMI growth, were analyzed as potential mediators. Using fully adjusted PROCESS macro mediation models, their role in mediating the association between traffic-related total NOx exposure and insulin resistance was examined with adjustment for demographic characteristics, smoking status, and parental history of diabetes. Results: Among the 282 participants (mean [SD] age, 24.0 [1.7] years), each 1-SD increase in childhood exposure to traffic-related total NOx was associated with a BMI increase of 0.71 (95% CI, 0.29-1.13) at 13 years of age and adult HOMA-IR increase of 0.55 (95% CI, 0.23-0.87). An estimated mediation effect identified BMI at 13 years of age combined with accelerated BMI growth as accounting for 41.8% of the estimated total effect (β, 0.23; 95% bootstrap CI, 0.01-0.52) between total NOx and HOMA-IR. Similar patterns were observed when exploring traffic density as an exposure or HbA1c level as an outcome. Conclusions and Relevance: In this cohort study of young adults, the long-term association between TRAP and insulin resistance may be partially explained by higher BMI and accelerated BMI growth from early adolescence into young adulthood. These findings highlight the importance of weight management in children, particularly those residing in highly polluted areas.

Indexed as

Air PollutionBody Mass IndexEnvironmental ExposureInsulin ResistanceAdolescentAir PollutantsCaliforniaChildFemaleHumansMalePregnancyYoung AdultAir Pollutants

Identifiers

PMID40261649
PMCPMC12015664

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.