Evidence map›Paper›PMID 27164556›Full record

ArticleEnvironment international

Low birth weight and air pollution in California: Which sources and components drive the risk?

Olivier Laurent, Jianlin Hu, Lianfa Li, Michael J Kleeman, Scott M Bartell, Myles Cockburn, Loraine Escobedo, Jun Wu

Abstract read
In one paragraph

Article in Environment international. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 40 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
40citing papers in PubMed, 4 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

40 citing papers in PubMed, 4 syntheses or guidelines pooled it.

  1. Systematic review and meta-analysis on the health effects of long-term exposure to ultrafine particles.European respiratory review : an official journal of the European Respiratory Society · 2026
    Pooled it
  2. Pooled it
  3. Characteristics of cohort studies of long-term exposure to PMEnvironmental science and pollution research international · 2019
    Pooled it
  4. Pooled it
  5. Article
  6. Prenatal exposure to wildfire-related PMEnvironment international · 2026
    Article
  7. Effect of PMScientific reports · 2025
    Article
  8. Article
  9. Article
  10. National PMEnvironmental pollution (Barking, Essex : 1987) · 2025
    Article
  11. Article
  12. Maternal NOProceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. In-utero personal exposure to PMEnvironmental advances · 2022
    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

8 authors.

Olivier LaurentProgram in Public Health, 653 East Peltason Drive, University of California, Irvine, CA 92697-3957, USA.
Jianlin HuDepartment of Civil and Environmental Engineering, 1 Shields Avenue, University of California, Davis, CA 95616, USA.
Lianfa LiProgram in Public Health, 653 East Peltason Drive, University of California, Irvine, CA 92697-3957, USA.
Michael J KleemanDepartment of Civil and Environmental Engineering, 1 Shields Avenue, University of California, Davis, CA 95616, USA.
Scott M BartellProgram in Public Health, 653 East Peltason Drive, University of California, Irvine, CA 92697-3957, USA; Department of Statistics, Bren Hall 2019, University of California, Irvine, CA 92697-1250, USA.
Myles CockburnKeck School of Medicine, University of Southern California, 1441 Eastlake Avenue, Los Angeles, CA 90089-9175, USA.
Loraine EscobedoKeck School of Medicine, University of Southern California, 1441 Eastlake Avenue, Los Angeles, CA 90089-9175, USA.
Jun WuProgram in Public Health, 653 East Peltason Drive, University of California, Irvine, CA 92697-3957, USA. Electronic address: junwu@uci.edu.

Funding

USC/NORRIS COMPREHENSIVE CANCER CENTER (CORE) SUPPORTP30CA014089 · NCI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Saul Priceman · 1985 to 2026
$181.4M
NCI NIH HHS P30 CA014089
6 · The paper itself

Abstract

introductionIntrauterine growth restriction has been associated with exposure to air pollution, but there is a need to clarify which sources and components are most likely responsible. This study investigated the associations between low birth weight (LBW, <2500g) in term born infants (≥37 gestational weeks) and air pollution by source and composition in California, over the period 2001-2008.

methodsComplementary exposure models were used: an empirical Bayesian kriging model for the interpolation of ambient pollutant measurements, a source-oriented chemical transport model (using California emission inventories) that estimated fine and ultrafine particulate matter (PM2.5 and PM0.1, respectively) mass concentrations (4km×4km) by source and composition, a line-source roadway dispersion model at fine resolution, and traffic index estimates. Birth weight was obtained from California birth certificate records. A case-cohort design was used. Five controls per term LBW case were randomly selected (without covariate matching or stratification) from among term births. The resulting datasets were analyzed by logistic regression with a random effect by hospital, using generalized additive mixed models adjusted for race/ethnicity, education, maternal age and household income.

resultsIn total 72,632 singleton term LBW cases were included. Term LBW was positively and significantly associated with interpolated measurements of ozone but not total fine PM or nitrogen dioxide. No significant association was observed between term LBW and primary PM from all sources grouped together. A positive significant association was observed for secondary organic aerosols. Exposure to elemental carbon (EC), nitrates and ammonium were also positively and significantly associated with term LBW, but only for exposure during the third trimester of pregnancy. Significant positive associations were observed between term LBW risk and primary PM emitted by on-road gasoline and diesel or by commercial meat cooking sources. Primary PM from wood burning was inversely associated with term LBW. Significant positive associations were also observed between term LBW and ultrafine particle numbers modeled with the line-source roadway dispersion model, traffic density and proximity to roadways. DISCUSSION: This large study based on complementary exposure metrics suggests that not only primary pollution sources (traffic and commercial meat cooking) but also EC and secondary pollutants are risk factors for term LBW.

Indexed as

Infant, Low Birth WeightAdultAerosolsAir PollutantsAir PollutionBayes TheoremBirth WeightCaliforniaCarbonCohort StudiesFemaleHumansInfantInfant, NewbornLogistic ModelsNitratesAerosolsAir PollutantsCarbonNitratesNitrogen OxidesOzoneParticulate MatterAir pollutionBirth weightChemical speciesIntrauterine growth restrictionParticlesPollution sources

Identifiers

PMID27164556
PMCPMC7491915

What OpenQuestion holds

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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.