Associations between genome-wide gene expression and ambient nitrogen Oxides
File(s)EDE15-0874_R2.pdf (4.12 MB)
Accepted version
Author(s)
Type
Journal Article
Abstract
Background: We hypothesize that biological perturbations due to exposure to ambient air pollution are reflected in gene expression levels in peripheral blood mononuclear cells.
Methods: We assessed the association between exposure to ambient air pollution and genome-wide gene expression levels in peripheral blood mononuclear cells collected from 550 healthy subjects participating in cohorts from Italy and Sweden. Annual air pollution estimates of nitrogen oxides (NOx) at time of blood collection (1990–2006) were available from the ESCAPE study. In addition to univariate analysis and two variable selection methods to investigate the association between expression and exposure to NOx, we applied gene set enrichment analysis to assess overlap between our most perturbed genes and gene sets hypothesized to be related to air pollution and cigarette smoking. Finally, we assessed associations between NOx and CpG island methylation at the identified genes.
Results: Annual average NOx exposure in the Italian and Swedish cohorts was 94.2 and 6.7 µg/m3, respectively. Long-term exposure to NOx was associated with seven probes in the Italian cohort and one probe in the Swedish (and combined) cohorts. For genes AHCYL2 and MTMR2, changes were also seen in the methylome. Genes hypothesized to be downregulated due to cigarette smoking were enriched among the most strongly downregulated genes from our study.
Conclusion: This study provides evidence of subtle changes in gene expression related to exposure to long-term NOx. On a global level, the observed changes in the transcriptome may indicate similarities between air pollution and tobacco induced changes in the transcriptome.
Methods: We assessed the association between exposure to ambient air pollution and genome-wide gene expression levels in peripheral blood mononuclear cells collected from 550 healthy subjects participating in cohorts from Italy and Sweden. Annual air pollution estimates of nitrogen oxides (NOx) at time of blood collection (1990–2006) were available from the ESCAPE study. In addition to univariate analysis and two variable selection methods to investigate the association between expression and exposure to NOx, we applied gene set enrichment analysis to assess overlap between our most perturbed genes and gene sets hypothesized to be related to air pollution and cigarette smoking. Finally, we assessed associations between NOx and CpG island methylation at the identified genes.
Results: Annual average NOx exposure in the Italian and Swedish cohorts was 94.2 and 6.7 µg/m3, respectively. Long-term exposure to NOx was associated with seven probes in the Italian cohort and one probe in the Swedish (and combined) cohorts. For genes AHCYL2 and MTMR2, changes were also seen in the methylome. Genes hypothesized to be downregulated due to cigarette smoking were enriched among the most strongly downregulated genes from our study.
Conclusion: This study provides evidence of subtle changes in gene expression related to exposure to long-term NOx. On a global level, the observed changes in the transcriptome may indicate similarities between air pollution and tobacco induced changes in the transcriptome.
Date Issued
2017-05-01
Date Acceptance
2017-05-01
Citation
EPIDEMIOLOGY, 2017, 28 (3), pp.320-328
ISSN
1044-3983
Publisher
LIPPINCOTT WILLIAMS & WILKINS
Start Page
320
End Page
328
Journal / Book Title
EPIDEMIOLOGY
Volume
28
Issue
3
Copyright Statement
© 2017 Wolters Kluwer Health, Inc. All rights reserved. This is a non-final version of an article published in final form in Epidemiology: May 2017 - Volume 28 - Issue 3 - p 320–328
doi: 10.1097/EDE.0000000000000628 available at https://dx.doi.org/10.1097/EDE.0000000000000628
doi: 10.1097/EDE.0000000000000628 available at https://dx.doi.org/10.1097/EDE.0000000000000628
Identifier
http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000398158000014&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=1ba7043ffcc86c417c072aa74d649202
Subjects
Science & Technology
Life Sciences & Biomedicine
Public, Environmental & Occupational Health
DIESEL EXHAUST INHALATION
GENERALIZED LINEAR-MODELS
AIR-POLLUTION EXPOSURE
ENVIRONMENTAL-HEALTH
PERIPHERAL-BLOOD
OXIDATIVE STRESS
CARDIOVASCULAR-DISEASE
LUNG-CANCER
ELASTIC-NET
OMICS
Epidemiology
0104 Statistics
1117 Public Health And Health Services
Publication Status
Published