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

Background: Mechanisms 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. Objectives: To ident...

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Main Authors: Donghai Liang, Chandresh N. Ladva, Rachel Golan, Tianwei Yu, Douglas I. Walker, Stefanie E. Sarnat, Roby Greenwald, Karan Uppal, ViLinh Tran, Dean P. Jones, Armistead G. Russell, Jeremy A. Sarnat
Format: Article
Language:English
Published: Elsevier 2019-06-01
Series:Environment International
Online Access:http://www.sciencedirect.com/science/article/pii/S0160412019304209
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author Donghai Liang
Chandresh N. Ladva
Rachel Golan
Tianwei Yu
Douglas I. Walker
Stefanie E. Sarnat
Roby Greenwald
Karan Uppal
ViLinh Tran
Dean P. Jones
Armistead G. Russell
Jeremy A. Sarnat
spellingShingle Donghai Liang
Chandresh N. Ladva
Rachel Golan
Tianwei Yu
Douglas I. Walker
Stefanie E. Sarnat
Roby Greenwald
Karan Uppal
ViLinh Tran
Dean P. Jones
Armistead G. Russell
Jeremy A. Sarnat
Perturbations of the arginine metabolome following exposures to traffic-related air pollution in a panel of commuters with and without asthma
Environment International
author_facet Donghai Liang
Chandresh N. Ladva
Rachel Golan
Tianwei Yu
Douglas I. Walker
Stefanie E. Sarnat
Roby Greenwald
Karan Uppal
ViLinh Tran
Dean P. Jones
Armistead G. Russell
Jeremy A. Sarnat
author_sort Donghai Liang
title Perturbations of the arginine metabolome following exposures to traffic-related air pollution in a panel of commuters with and without asthma
title_short Perturbations of the arginine metabolome following exposures to traffic-related air pollution in a panel of commuters with and without asthma
title_full Perturbations of the arginine metabolome following exposures to traffic-related air pollution in a panel of commuters with and without asthma
title_fullStr Perturbations of the arginine metabolome following exposures to traffic-related air pollution in a panel of commuters with and without asthma
title_full_unstemmed Perturbations of the arginine metabolome following exposures to traffic-related air pollution in a panel of commuters with and without asthma
title_sort perturbations of the arginine metabolome following exposures to traffic-related air pollution in a panel of commuters with and without asthma
publisher Elsevier
series Environment International
issn 0160-4120
publishDate 2019-06-01
description Background: Mechanisms 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. Objectives: To 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. Methods: We 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. Results: Most 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. Conclusions: We 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. Keywords: Traffic-related air pollution, High-resolution metabolomics, Asthma, Metabolomics-wide association study, Environmentally mediated responses
url http://www.sciencedirect.com/science/article/pii/S0160412019304209
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spelling doaj-cd2545ca758447499347c24397d0fb792020-11-25T01:48:07ZengElsevierEnvironment International0160-41202019-06-01127503513Perturbations of the arginine metabolome following exposures to traffic-related air pollution in a panel of commuters with and without asthmaDonghai Liang0Chandresh N. Ladva1Rachel Golan2Tianwei Yu3Douglas I. Walker4Stefanie E. Sarnat5Roby Greenwald6Karan Uppal7ViLinh Tran8Dean P. Jones9Armistead G. Russell10Jeremy A. Sarnat11Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, USA; Corresponding author at: Department of Environmental Health, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, GA 30322, USA.Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, USADepartment of Public Health, Ben-Gurion University of the Negev, Beer Sheva, IsraelDepartment of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, USADepartment of Environmental Medicine & Public Health, Icahn School of Medicine at Mount Sinai, New York, USADepartment of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, USADivision of Environmental Health, Georgia State University School of Public Health, Atlanta, USAClinical Biomarkers Laboratory, Division of Pulmonary, Allergy, and Critical Care Medicine, School of Medicine, Emory University, Atlanta, USAClinical Biomarkers Laboratory, Division of Pulmonary, Allergy, and Critical Care Medicine, School of Medicine, Emory University, Atlanta, USAClinical Biomarkers Laboratory, Division of Pulmonary, Allergy, and Critical Care Medicine, School of Medicine, Emory University, Atlanta, USASchool of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, USADepartment of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, USABackground: Mechanisms 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. Objectives: To 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. Methods: We 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. Results: Most 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. Conclusions: We 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. Keywords: Traffic-related air pollution, High-resolution metabolomics, Asthma, Metabolomics-wide association study, Environmentally mediated responseshttp://www.sciencedirect.com/science/article/pii/S0160412019304209