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An integrative genomics approach identifies new asthma pathways related to air pollution exposure

Anna Gref, Simon Kebede Merid, Olena Gruzieva, Stéphane Ballereau, Allan Becker, Tom Bellander, Anna Bergström, Yohan Bossé, Matteo Bottai, Moira Chan-Yeung, Elaine Fuertes, Despo Ierodakoniou, Ruiwei Jiang, Michael S. Kobor, Michal Korek, Anita L. Kozyrskyj, Ashish Kumar, Nathanael Lemonnier, Elaina MacIntyre, David Nickle, Ma'en Obeidat, Johann Pellet, Marie Standl, Annika Sääf, Cilla Söderhäll, Carla M.T. Tiesler, Maarten Van den Berge, Judith M. Vonk, Hita Vora, Cheng-Jian Xu, Josep M. Antó, Charles Auffray, Michael Brauer, Jean Bousquet, Bert Brunekreef, W. James Gauderman, Joachim Heinrich, Juha Kere, Gerard Koppelman, Dirkje Postma, Christopher Carlsten, Göran Pershagen, Erik Melén
European Respiratory Journal 2015 46: OA1455; DOI: 10.1183/13993003.congress-2015.OA1455
Anna Gref
1Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
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Simon Kebede Merid
1Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
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Olena Gruzieva
1Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
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Stéphane Ballereau
2European Institute for Systems Biology and Medicine, CNRS-ENS-UCBL, Université de Lyon, Lyon, France
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Allan Becker
3Department of Pediatrics and Child Health, University of Manitoba, Winnipeg, Canada
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Tom Bellander
1Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
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Anna Bergström
1Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
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Yohan Bossé
4Molecular Medicine, Laval University, Quebec, Canada
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Matteo Bottai
1Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
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Moira Chan-Yeung
5Department of Medicine, University of British Columbia, Vancouver, Canada
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Elaine Fuertes
6Institute of Epidemiology I, Helmholtz Zentrum München, Neuherberg, Germany
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Despo Ierodakoniou
7Department of Medicine, Imperial College London, London, United Kingdom
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Ruiwei Jiang
8Department of Science, University of British Columbia, Vancouver, Canada
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Michael S. Kobor
24Centre for Molecular Medicine and Therapeutics, Department of Medical Genetics, University of British Columbia, Vancouver, Canada
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Michal Korek
1Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
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Anita L. Kozyrskyj
9Department of Pediatrics, University of Alberta, Edmonton, Canada
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Ashish Kumar
1Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
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Nathanael Lemonnier
21USR 3010, Centre National de la Recherche Scientifique, Lyon, France
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Elaina MacIntyre
10Environmental and Occupational Health, Public Health Ontario, Toronto, Canada
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David Nickle
11Merck & Co Inc, Rahway, New Jersey, United States
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Ma'en Obeidat
12Centre for Heart Lung Innovation, University of British Columbia, Vancouver, Canada
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Johann Pellet
21USR 3010, Centre National de la Recherche Scientifique, Lyon, France
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Marie Standl
6Institute of Epidemiology I, Helmholtz Zentrum München, Neuherberg, Germany
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Annika Sääf
1Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
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Cilla Söderhäll
13Biosciences and Nutrition, Karolinska Institutet, Stockholm, Sweden
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Carla M.T. Tiesler
6Institute of Epidemiology I, Helmholtz Zentrum München, Neuherberg, Germany
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Maarten Van den Berge
14Department of Pulmonology, University Medical Center Groningen, Groningen, Netherlands
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Judith M. Vonk
15Department of Epidemiology, University of Groningen, Groningen, Netherlands
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Hita Vora
16Preventive Medicine, University of Southern California, Los Aneles, United States
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Cheng-Jian Xu
14Department of Pulmonology, University Medical Center Groningen, Groningen, Netherlands
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Josep M. Antó
17Respiratory Department, Centre for Research in Environmental Epidemiology, Barcelona, Spain
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Charles Auffray
2European Institute for Systems Biology and Medicine, CNRS-ENS-UCBL, Université de Lyon, Lyon, France
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Michael Brauer
18School of Population and Public Health, University of British Columbia, Vancouver, Canada
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Jean Bousquet
19CHU Montpellier, University of Montpellier, Montpellier, France
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Bert Brunekreef
20Institute for Risk Assessment Sciences, Universiteit Utrecht, Utrecht, Netherlands
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W. James Gauderman
16Preventive Medicine, University of Southern California, Los Aneles, United States
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Joachim Heinrich
6Institute of Epidemiology I, Helmholtz Zentrum München, Neuherberg, Germany
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Juha Kere
13Biosciences and Nutrition, Karolinska Institutet, Stockholm, Sweden
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Gerard Koppelman
22Department of Pediatrics, University Medical Center Groningen, Groningen, Netherlands
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Dirkje Postma
23Department of Pulmonary Medicine and Tuberculosis, University Medical Center Groningen, Groningen, Netherlands
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Christopher Carlsten
5Department of Medicine, University of British Columbia, Vancouver, Canada
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Göran Pershagen
1Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
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Erik Melén
1Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
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Abstract

The evidence on traffic-related air pollution exposure (TRAP) and incident childhood asthma is inconsistent, and may depend on genetic factors.

We aimed to identify mechanisms of childhood asthma using genome-wide SNP data and individual TRAP exposure, and to evaluate the effect of susceptibility SNPs and TRAP on DNA-methylation and gene expression.

We used LUR models to estimate individual outdoor NO2 levels at the birth address and performed a genome-wide interaction study for doctor's diagnosis of asthma up to 8 years in three European birth cohorts with replication in two North American cohorts (n=3,322 subjects). The top GWIS and replicated SNPs were assessed for methQTL effects in peripheral blood cells and eQTL effects in human lung specimens. Short- and long-term TRAP associations with methylation patterns and TRAP-induced differential gene expression in blood cells were also assessed.

The novel loci MAGI1, B4GALT5, MOCOS and DLG2, and the previously lung disease linked locus ADCY2 showed strong evidence for interaction with TRAP (genome-wide significance or replication). The top replication SNP rs686237 was identified as an eQTL for B4GALT5 (p=1.18x10-17) and affected TRAP-induced gene expression (p=0.03). Differential methylation following TRAP exposure was seen for DLG2, ADCY2, MAGI1 and MOCOS. Identified genes belong to the guanylate kinase, sphingolipid and calcium signaling pathways, suggesting involvement in asthma pathogenesis.

Our results indicate that gene-environment interactions are important for asthma development and that functional genomics analyses in conjunction with environmental exposures may give valuable insights about pathophysiologic mechanisms.

  • Children
  • Epidemiology
  • Functional genomics
  • Copyright ©ERS 2015
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An integrative genomics approach identifies new asthma pathways related to air pollution exposure
Anna Gref, Simon Kebede Merid, Olena Gruzieva, Stéphane Ballereau, Allan Becker, Tom Bellander, Anna Bergström, Yohan Bossé, Matteo Bottai, Moira Chan-Yeung, Elaine Fuertes, Despo Ierodakoniou, Ruiwei Jiang, Michael S. Kobor, Michal Korek, Anita L. Kozyrskyj, Ashish Kumar, Nathanael Lemonnier, Elaina MacIntyre, David Nickle, Ma'en Obeidat, Johann Pellet, Marie Standl, Annika Sääf, Cilla Söderhäll, Carla M.T. Tiesler, Maarten Van den Berge, Judith M. Vonk, Hita Vora, Cheng-Jian Xu, Josep M. Antó, Charles Auffray, Michael Brauer, Jean Bousquet, Bert Brunekreef, W. James Gauderman, Joachim Heinrich, Juha Kere, Gerard Koppelman, Dirkje Postma, Christopher Carlsten, Göran Pershagen, Erik Melén
European Respiratory Journal Sep 2015, 46 (suppl 59) OA1455; DOI: 10.1183/13993003.congress-2015.OA1455

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An integrative genomics approach identifies new asthma pathways related to air pollution exposure
Anna Gref, Simon Kebede Merid, Olena Gruzieva, Stéphane Ballereau, Allan Becker, Tom Bellander, Anna Bergström, Yohan Bossé, Matteo Bottai, Moira Chan-Yeung, Elaine Fuertes, Despo Ierodakoniou, Ruiwei Jiang, Michael S. Kobor, Michal Korek, Anita L. Kozyrskyj, Ashish Kumar, Nathanael Lemonnier, Elaina MacIntyre, David Nickle, Ma'en Obeidat, Johann Pellet, Marie Standl, Annika Sääf, Cilla Söderhäll, Carla M.T. Tiesler, Maarten Van den Berge, Judith M. Vonk, Hita Vora, Cheng-Jian Xu, Josep M. Antó, Charles Auffray, Michael Brauer, Jean Bousquet, Bert Brunekreef, W. James Gauderman, Joachim Heinrich, Juha Kere, Gerard Koppelman, Dirkje Postma, Christopher Carlsten, Göran Pershagen, Erik Melén
European Respiratory Journal Sep 2015, 46 (suppl 59) OA1455; DOI: 10.1183/13993003.congress-2015.OA1455
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