Late-breaking abstract: Gene environment interaction analysis of obesity and asthma
Late-breaking abstract: Gene environment interaction analysis of obesity and asthma
Background
Asthma and obesity are common diseases with considerable impact on public health. Prospective studies showed that obesity is a risk factor for developing asthma and a causal relation has been proposed. However, there is limited evidence for the existence of shared genetic effects and it is not yet clear how obesity and genetic factors jointly influence the risk of developing asthma.
Objective
We sought to determine whether obesity (body mass index of 30 or greater) modifies the risk of developing asthma and to assess whether there is evidence for a causal relation linking the genetic risk of developing obesity with asthma.
Methods
The analyses were performed in genotyped individuals of two northern Finland birth cohorts. The discovery set (NFBC1966) and the in silico replication set (NFBC1986) comprised a sample of 4182 and 1441 individuals. The presence of asthma was determined by self-report of a physician diagnosis of asthma, and body mass index (BMI) was measured at time of clinical examination (at 31 and 16 years old respectively). Sixty SNPs previously associated with asthma or obesity from the GWAS catalogue were analysed. The gene environment interactions were formally tested with a full interaction model using logistic regression. The significant interactions (P<0.05) found in the discovery dataset were meta-analysed with results of the replication set using fixed and random effects model.
Results
We prioritized six significant (P<0.05) SNP interactions in the discovery set for replication (Fig. 1). Only one of the prioritized loci was previously associated with obesity (BMI). After meta-analysis with the replication set, we identified one directionally consistent interaction with obesity (P < 6.5x10-3) in rs2786098 near DENND1B, a SNP previously associated with asthma (Fig. 2). After meta-analysis, we did not find significant or directionally consistent interactions in SNPs previously associated with BMI or Obesity.
Conclusion
Our limited dataset suggests that obesity modifies the genetic risk of developing asthma. We did not found evidence for the hypothesis that obesity causes asthma.
Couto Alves, Alexessander
87b9179e-abde-4ca5-abfc-4b7c5ac8b03b
Järvelin, Marjo-Ritta
625fcb11-e8f9-43c5-8cb8-eb81dcd84db4
Walley, Andrew
4a541b4d-1f6f-4d3a-82a8-d559a6c545fe
23 December 2014
Couto Alves, Alexessander
87b9179e-abde-4ca5-abfc-4b7c5ac8b03b
Järvelin, Marjo-Ritta
625fcb11-e8f9-43c5-8cb8-eb81dcd84db4
Walley, Andrew
4a541b4d-1f6f-4d3a-82a8-d559a6c545fe
Couto Alves, Alexessander, Järvelin, Marjo-Ritta and Walley, Andrew
(2014)
Late-breaking abstract: Gene environment interaction analysis of obesity and asthma.
European Respiratory Journal, 44 (58).
Abstract
Background
Asthma and obesity are common diseases with considerable impact on public health. Prospective studies showed that obesity is a risk factor for developing asthma and a causal relation has been proposed. However, there is limited evidence for the existence of shared genetic effects and it is not yet clear how obesity and genetic factors jointly influence the risk of developing asthma.
Objective
We sought to determine whether obesity (body mass index of 30 or greater) modifies the risk of developing asthma and to assess whether there is evidence for a causal relation linking the genetic risk of developing obesity with asthma.
Methods
The analyses were performed in genotyped individuals of two northern Finland birth cohorts. The discovery set (NFBC1966) and the in silico replication set (NFBC1986) comprised a sample of 4182 and 1441 individuals. The presence of asthma was determined by self-report of a physician diagnosis of asthma, and body mass index (BMI) was measured at time of clinical examination (at 31 and 16 years old respectively). Sixty SNPs previously associated with asthma or obesity from the GWAS catalogue were analysed. The gene environment interactions were formally tested with a full interaction model using logistic regression. The significant interactions (P<0.05) found in the discovery dataset were meta-analysed with results of the replication set using fixed and random effects model.
Results
We prioritized six significant (P<0.05) SNP interactions in the discovery set for replication (Fig. 1). Only one of the prioritized loci was previously associated with obesity (BMI). After meta-analysis with the replication set, we identified one directionally consistent interaction with obesity (P < 6.5x10-3) in rs2786098 near DENND1B, a SNP previously associated with asthma (Fig. 2). After meta-analysis, we did not find significant or directionally consistent interactions in SNPs previously associated with BMI or Obesity.
Conclusion
Our limited dataset suggests that obesity modifies the genetic risk of developing asthma. We did not found evidence for the hypothesis that obesity causes asthma.
This record has no associated files available for download.
More information
Published date: 23 December 2014
Identifiers
Local EPrints ID: 494835
URI: http://eprints.soton.ac.uk/id/eprint/494835
ISSN: 0903-1936
PURE UUID: 45cbfc41-117d-4609-a250-bc89eb55f677
Catalogue record
Date deposited: 16 Oct 2024 16:45
Last modified: 17 Oct 2024 02:08
Export record
Contributors
Author:
Alexessander Couto Alves
Author:
Marjo-Ritta Järvelin
Author:
Andrew Walley
Download statistics
Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.
View more statistics