Evidence mapPaperPMID 30981021Full record

Observational studyEnvironment international2019

Perturbations of the arginine metabolome following exposures to traffic-related air pollution in a panel of commuters with and without asthma.

Donghai Liang, Chandresh N Ladva, Rachel Golan, Tianwei Yu, Douglas I Walker, Stefanie E Sarnat, Roby Greenwald, Karan Uppal, ViLinh Tran, Dean P Jones and 2 more

Open access · goldAbstract readObservational Study
In one paragraph

Observational study in Environment international, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 66 papers.

0numbers the graph read from it
0cells of the map it votes in
66citing papers in PubMed
6.5field-weighted citation impact, top 2% 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

66 citing papers in PubMed, 101 citations in OpenAlex.

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  10. Prenatal Nitrogen Oxide (NOEnvironmental science & technology · 2025
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6 more citing papers are in PubMed but not listed here.

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

12 authors at 5 institutions in 2 countries.

Donghai LiangDepartment of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, USA. Electronic address: donghai.liang@emory.edu.
Chandresh N LadvaDepartment of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, USA.
Rachel GolanDepartment of Public Health, Ben-Gurion University of the Negev, Beer Sheva, Israel.
Tianwei YuDepartment of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, USA.
Douglas I WalkerDepartment of Environmental Medicine & Public Health, Icahn School of Medicine at Mount Sinai, New York, USA.
Stefanie E SarnatDepartment of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, USA.
Roby GreenwaldDivision of Environmental Health, Georgia State University School of Public Health, Atlanta, USA.
Karan UppalClinical Biomarkers Laboratory, Division of Pulmonary, Allergy, and Critical Care Medicine, School of Medicine, Emory University, Atlanta, USA.
ViLinh TranClinical Biomarkers Laboratory, Division of Pulmonary, Allergy, and Critical Care Medicine, School of Medicine, Emory University, Atlanta, USA.
Dean P JonesClinical Biomarkers Laboratory, Division of Pulmonary, Allergy, and Critical Care Medicine, School of Medicine, Emory University, Atlanta, USA.
Armistead G RussellSchool of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, USA.
Jeremy A SarnatDepartment of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, USA.
Emory University · USBen-Gurion University of the Negev · ILGeorgia Institute of Technology · USGeorgia State University · USIcahn School of Medicine at Mount Sinai · US

Funding

HERCULES: Exposome Research CenterP30ES019776 · EMORY UNIVERSITY · 2025 to 2025
$1.6M
Graduate and Postdoctoral Training in ToxicologyT32ES012870 · EMORY UNIVERSITY · 2004 to 2025
$929k
NIEHS NIH HHS P30 ES019776NIEHS NIH HHS T32 ES012870NIH HHS S10 OD018006
6 · The paper itself

Abstract

backgroundMechanisms underlying the effects of traffic-related air pollution on people with asthma remain largely unknown, despite the abundance of observational and controlled studies reporting associations between traffic sources and asthma exacerbation and hospitalizations.

objectivesTo identify molecular pathways perturbed following traffic pollution exposures, we analyzed data as part of the Atlanta Commuters Exposure (ACE-2) study, a crossover panel of commuters with and without asthma.

methodsWe measured 27 air pollutants and conducted high-resolution metabolomics profiling on blood samples from 45 commuters before and after each exposure session. We evaluated metabolite and metabolic pathway perturbations using an untargeted metabolome-wide association study framework with pathway analyses and chemical annotation.

resultsMost of the measured pollutants were elevated in highway commutes (p < 0.05). From both negative and positive ionization modes, 17,586 and 9087 metabolic features were extracted from plasma, respectively. 494 and 220 unique features were associated with at least 3 of the 27 exposures, respectively (p < 0.05), after controlling confounders and false discovery rates. Pathway analysis indicated alteration of several inflammatory and oxidative stress related metabolic pathways, including leukotriene, vitamin E, cytochrome P450, and tryptophan metabolism. We identified and annotated 45 unique metabolites enriched in these pathways, including arginine, histidine, and methionine. Most of these metabolites were not only associated with multiple pollutants, but also differentially expressed between participants with and without asthma. The analysis indicated that these metabolites collectively participated in an interrelated molecular network centering on arginine metabolism, underlying the impact of traffic-related pollutants on individuals with asthma.

conclusionsWe detected numerous significant metabolic perturbations associated with in-vehicle exposures during commuting and validated metabolites that were closely linked to several inflammatory and redox pathways, elucidating the potential molecular mechanisms of traffic-related air pollution toxicity. These results support future studies of metabolic markers of traffic exposures and the corresponding molecular mechanisms.

Indexed as

MetabolomeTraffic-Related PollutionTransportationAir PollutionArginineAsthmaCross-Over StudiesHospitalizationHumansMetabolomicsArginineAsthmaEnvironmentally mediated responsesHigh-resolution metabolomicsMetabolomics-wide association studyTraffic-related air pollution

Identifiers

PMID30981021
PMCPMC6513706
OpenAlexW2935810057

What Socratic holds

Textmetadata
LicenceTDM
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 Socratic graph.