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PMID: 23209423 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

Lung eQTLs to help reveal the molecular underpinnings of asthma.

PLoS genetics ·Vol. 8 ·No. 11 ·2012-00-00 ·Pages e1003029

Hao K, Bossé Y, Nickle DC, Paré PD, Postma DS, Laviolette M, Sandford A, Hackett TL, Daley D, Hogg JC, Elliott WM, Couture C, Lamontagne M, Brandsma CA, van den Berge M, Koppelman G, Reicin AS, Nicholson DW, Malkov V, Derry JM, Suver C, Tsou JA, Kulkarni A, Zhang C, Vessey R, Opiteck GJ, Curtis SP, Timens W, Sin DD

Abstract

Genome-wide association studies (GWAS) have identified loci reproducibly associated with pulmonary diseases; however, the molecular mechanism underlying these associations are largely unknown. The objectives of this study were to discover genetic variants affecting gene expression in human lung tissue, to refine susceptibility loci for asthma identified in GWAS studies, and to use the genetics of gene expression and network analyses to find key molecular drivers of asthma. We performed a genome-wide search for expression quantitative trait loci (eQTL) in 1,111 human lung samples. The lung eQTL dataset was then used to inform asthma genetic studies reported in the literature. The top ranked lung eQTLs were integrated with the GWAS on asthma reported by the GABRIEL consortium to generate a Bayesian gene expression network for discovery of novel molecular pathways underpinning asthma. We detected 17,178 cis- and 593 trans- lung eQTLs, which can be used to explore the functional consequences of loci associated with lung diseases and traits. Some strong eQTLs are also asthma susceptibility loci. For example, rs3859192 on chr17q21 is robustly associated with the mRNA levels of GSDMA (P = 3.55 × 10(-151)). The genetic-gene expression network identified the SOCS3 pathway as one of the key drivers of asthma. The eQTLs and gene networks identified in this study are powerful tools for elucidating the causal mechanisms underlying pulmonary disease. This data resource offers much-needed support to pinpoint the causal genes and characterize the molecular function of gene variants associated with lung diseases.

MeSH Terms
Asthma/genetics,metabolism Bayes Theorem Gene Expression Regulation Gene Regulatory Networks Genetic Predisposition to Disease Genome-Wide Association Study Humans Polymorphism, Single Nucleotide Quantitative Trait Loci Suppressor of Cytokine Signaling 3 Protein Suppressor of Cytokine Signaling Proteins/genetics,metabolism
Chemicals
SOCS3 protein, human Suppressor of Cytokine Signaling 3 Protein Suppressor of Cytokine Signaling Proteins
Authors & Affiliations
29 authors, click to expand affiliations / ORCID
Hao Ke
Merck Research Laboratories, Boston, Massachusetts, United States of America.
Bossé Yohan
Nickle David C
Paré Peter D
Postma Dirkje S
Laviolette Michel
Sandford Andrew
Hackett Tillie L
Daley Denise
Hogg James C
Elliott W Mark
Couture Christian
Lamontagne Maxime
Brandsma Corry-Anke
van den Berge Maarten
Koppelman Gerard
Reicin Alise S
Nicholson Donald W
Malkov Vladislav
Derry Jonathan M
Suver Christine
Tsou Jeffrey A
Kulkarni Amit
Zhang Chunsheng
Vessey Rupert
Opiteck Greg J
Curtis Sean P
Timens Wim
Sin Don D
Conflict of Interest

The authors have declared that no competing interests exist.

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Article Info
Journal
PLoS genetics
Abbr.
PLoS Genet
ISSN
1553-7404
Published
2012-00-00
Epub
2012-00-29
Pages
e1003029
Language
English
Region
United States
NLM ID
101239074
PMCID
PMC3510026
Subset
IM
Databases
GEO
Corrections
ErratumIn
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