Genetic regulation of gene expression in the lung identifies CST3 and CD22 as potential causal genes for airflow obstruction. Issue 11 (2nd September 2014)
- Record Type:
- Journal Article
- Title:
- Genetic regulation of gene expression in the lung identifies CST3 and CD22 as potential causal genes for airflow obstruction. Issue 11 (2nd September 2014)
- Main Title:
- Genetic regulation of gene expression in the lung identifies CST3 and CD22 as potential causal genes for airflow obstruction
- Authors:
- Lamontagne, Maxime
Timens, Wim
Hao, Ke
Bossé, Yohan
Laviolette, Michel
Steiling, Katrina
Campbell, Joshua D
Couture, Christian
Conti, Massimo
Sherwood, Karen
Hogg, James C
Brandsma, Corry-Anke
van den Berge, Maarten
Sandford, Andrew
Lam, Stephen
Lenburg, Marc E
Spira, Avrum
Paré, Peter D
Nickle, David
Sin, Don D
Postma, Dirkje S - Abstract:
- Abstract : Background: COPD is a complex chronic disease with poorly understood pathogenesis. Integrative genomic approaches have the potential to elucidate the biological networks underlying COPD and lung function. We recently combined genome-wide genotyping and gene expression in 1111 human lung specimens to map expression quantitative trait loci (eQTL). Objective: To determine causal associations between COPD and lung function-associated single nucleotide polymorphisms (SNPs) and lung tissue gene expression changes in our lung eQTL dataset. Methods: We evaluated causality between SNPs and gene expression for three COPD phenotypes: FEV1 % predicted, FEV1 /FVC and COPD as a categorical variable. Different models were assessed in the three cohorts independently and in a meta-analysis. SNPs associated with a COPD phenotype and gene expression were subjected to causal pathway modelling and manual curation. In silico analyses evaluated functional enrichment of biological pathways among newly identified causal genes. Biologically relevant causal genes were validated in two separate gene expression datasets of lung tissues and bronchial airway brushings. Results: High reliability causal relations were found in SNP–mRNA–phenotype triplets for FEV1 % predicted (n=169) and FEV1 /FVC (n=80). Several genes of potential biological relevance for COPD were revealed. eQTL-SNPs upregulating cystatin C ( CST3 ) and CD22 were associated with worse lung function. Signalling pathways enrichedAbstract : Background: COPD is a complex chronic disease with poorly understood pathogenesis. Integrative genomic approaches have the potential to elucidate the biological networks underlying COPD and lung function. We recently combined genome-wide genotyping and gene expression in 1111 human lung specimens to map expression quantitative trait loci (eQTL). Objective: To determine causal associations between COPD and lung function-associated single nucleotide polymorphisms (SNPs) and lung tissue gene expression changes in our lung eQTL dataset. Methods: We evaluated causality between SNPs and gene expression for three COPD phenotypes: FEV1 % predicted, FEV1 /FVC and COPD as a categorical variable. Different models were assessed in the three cohorts independently and in a meta-analysis. SNPs associated with a COPD phenotype and gene expression were subjected to causal pathway modelling and manual curation. In silico analyses evaluated functional enrichment of biological pathways among newly identified causal genes. Biologically relevant causal genes were validated in two separate gene expression datasets of lung tissues and bronchial airway brushings. Results: High reliability causal relations were found in SNP–mRNA–phenotype triplets for FEV1 % predicted (n=169) and FEV1 /FVC (n=80). Several genes of potential biological relevance for COPD were revealed. eQTL-SNPs upregulating cystatin C ( CST3 ) and CD22 were associated with worse lung function. Signalling pathways enriched with causal genes included xenobiotic metabolism, apoptosis, protease–antiprotease and oxidant–antioxidant balance. Conclusions: By using integrative genomics and analysing the relationships of COPD phenotypes with SNPs and gene expression in lung tissue, we identified CST3 and CD22 as potential causal genes for airflow obstruction. This study also augmented the understanding of previously described COPD pathways. … (more)
- Is Part Of:
- Thorax. Volume 69:Issue 11(2014)
- Journal:
- Thorax
- Issue:
- Volume 69:Issue 11(2014)
- Issue Display:
- Volume 69, Issue 11 (2014)
- Year:
- 2014
- Volume:
- 69
- Issue:
- 11
- Issue Sort Value:
- 2014-0069-0011-0000
- Page Start:
- 997
- Page End:
- 1004
- Publication Date:
- 2014-09-02
- Subjects:
- COPD Pathology -- Emphysema
Chest -- Diseases -- Periodicals
Thorax
Chest -- Diseases
Periodicals
Periodicals
617.54 - Journal URLs:
- http://thorax.bmjjournals.com/contents-by-date.0.shtml ↗
http://www.bmj.com/archive ↗ - DOI:
- 10.1136/thoraxjnl-2014-205630 ↗
- Languages:
- English
- ISSNs:
- 0040-6376
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
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- British Library DSC - BLDSS-3PM
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