Title | Molecular mechanisms underlying variations in lung function: a systems genetics analysis. |
Publication Type | Journal Article |
Year of Publication | 2015 |
Authors | Obeidat M'en, Hao K, Bossé Y, Nickle DC, Nie Y, Postma DS, Laviolette M, Sandford AJ, Daley DD, Hogg JC, W Elliott M, Fishbane N, Timens W, Hysi PG, Kaprio J, Wilson JF, Hui J, Rawal R, Schulz H, Stubbe B, Hayward C, Polasek O, Jarvelin M-R, Zhao JHua, Jarvis D, Kähönen M, Franceschini N, North KE, Loth DW, Brusselle GG, Smith A V, Gudnason V, Bartz TM, Wilk JB, O'Connor GT, Cassano PA, Tang W, Wain LV, Artigas MSoler, Gharib SA, Strachan DP, Sin DD, Tobin MD, London SJ, Hall IP |
Secondary Authors | Paré PD |
Journal | Lancet Respir Med |
Volume | 3 |
Issue | 10 |
Pagination | 782-95 |
Date Published | 2015 Oct |
ISSN | 2213-2619 |
Keywords | Aged, Female, Forced Expiratory Volume, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Lung, Male, Middle Aged, Polymorphism, Single Nucleotide, Pulmonary Disease, Chronic Obstructive, Smoking |
Abstract | BACKGROUND: Lung function measures reflect the physiological state of the lung, and are essential to the diagnosis of chronic obstructive pulmonary disease (COPD). The SpiroMeta-CHARGE consortium undertook the largest genome-wide association study (GWAS) so far (n=48,201) for forced expiratory volume in 1 s (FEV1) and the ratio of FEV1 to forced vital capacity (FEV1/FVC) in the general population. The lung expression quantitative trait loci (eQTLs) study mapped the genetic architecture of gene expression in lung tissue from 1111 individuals. We used a systems genetics approach to identify single nucleotide polymorphisms (SNPs) associated with lung function that act as eQTLs and change the level of expression of their target genes in lung tissue; termed eSNPs. METHODS: The SpiroMeta-CHARGE GWAS results were integrated with lung eQTLs to map eSNPs and the genes and pathways underlying the associations in lung tissue. For comparison, a similar analysis was done in peripheral blood. The lung mRNA expression levels of the eSNP-regulated genes were tested for associations with lung function measures in 727 individuals. Additional analyses identified the pleiotropic effects of eSNPs from the published GWAS catalogue, and mapped enrichment in regulatory regions from the ENCODE project. Finally, the Connectivity Map database was used to identify potential therapeutics in silico that could reverse the COPD lung tissue gene signature. FINDINGS: SNPs associated with lung function measures were more likely to be eQTLs and vice versa. The integration mapped the specific genes underlying the GWAS signals in lung tissue. The eSNP-regulated genes were enriched for developmental and inflammatory pathways; by comparison, SNPs associated with lung function that were eQTLs in blood, but not in lung, were only involved in inflammatory pathways. Lung function eSNPs were enriched for regulatory elements and were over-represented among genes showing differential expression during fetal lung development. An mRNA gene expression signature for COPD was identified in lung tissue and compared with the Connectivity Map. This in-silico drug repurposing approach suggested several compounds that reverse the COPD gene expression signature, including a nicotine receptor antagonist. These findings represent novel therapeutic pathways for COPD. INTERPRETATION: The system genetics approach identified lung tissue genes driving the variation in lung function and susceptibility to COPD. The identification of these genes and the pathways in which they are enriched is essential to understand the pathophysiology of airway obstruction and to identify novel therapeutic targets and biomarkers for COPD, including drugs that reverse the COPD gene signature in silico. FUNDING: The research reported in this article was not specifically funded by any agency. See Acknowledgments for a full list of funders of the lung eQTL study and the Spiro-Meta CHARGE GWAS. |
DOI | 10.1016/S2213-2600(15)00380-X |
Alternate Journal | Lancet Respir Med |
PubMed ID | 26404118 |
PubMed Central ID | PMC5021067 |
Grant List | HHSN268201100012C / HL / NHLBI NIH HHS / United States UL1RR025005 / RR / NCRR NIH HHS / United States HHSN268201100009I / HL / NHLBI NIH HHS / United States R01 MH063706 / MH / NIMH NIH HHS / United States R01HL59367 / HL / NHLBI NIH HHS / United States HHSN268201100010C / HL / NHLBI NIH HHS / United States UL1 RR025005 / RR / NCRR NIH HHS / United States HHSN268201100008C / HL / NHLBI NIH HHS / United States R01 HL087679 / HL / NHLBI NIH HHS / United States HHSN268201100005G / HL / NHLBI NIH HHS / United States HHSN268201100008I / HL / NHLBI NIH HHS / United States HHSN268201100005C / / PHS HHS / United States R01 HL059367 / HL / NHLBI NIH HHS / United States HHSN268201100007C / HL / NHLBI NIH HHS / United States G1000861 / / Medical Research Council / United Kingdom 079895 / / Wellcome Trust / United Kingdom HHSN268201100009C / / PHS HHS / United States 5R01MH63706:02 / MH / NIMH NIH HHS / United States HHSN268201100011I / HL / NHLBI NIH HHS / United States HHSN268201100011C / HL / NHLBI NIH HHS / United States R01 HL086694 / HL / NHLBI NIH HHS / United States 1RL1MH083268-01 / MH / NIMH NIH HHS / United States MC_PC_12010 / / Medical Research Council / United Kingdom HHSN268200625226C / / PHS HHS / United States U01 HG004402 / HG / NHGRI NIH HHS / United States G0500539 / / Medical Research Council / United Kingdom HHSN268201100010C / / PHS HHS / United States U01HG004402 / HG / NHGRI NIH HHS / United States U01 DK062418 / DK / NIDDK NIH HHS / United States HHSN268201100006C / HL / NHLBI NIH HHS / United States HHSN268201100008C / / PHS HHS / United States HHSN268201100012C / / PHS HHS / United States R01HL087641 / HL / NHLBI NIH HHS / United States HHSN268201100005I / HL / NHLBI NIH HHS / United States MC_PC_U127561128 / / Medical Research Council / United Kingdom Z01 ES025045-08 / / Intramural NIH HHS / United States HHSN268201100007C / / PHS HHS / United States MOP-123369 / / Canadian Institutes of Health Research / Canada G0902313 / / Medical Research Council / United Kingdom HHSN268201100009C / HL / NHLBI NIH HHS / United States HHSN268201100011C / / PHS HHS / United States HHSN268201100005C / HL / NHLBI NIH HHS / United States HHSN268201100007I / HL / NHLBI NIH HHS / United States / / Chief Scientist Office / United Kingdom 068545/Z/02 / / Wellcome Trust / United Kingdom 5R01HL087679-02 / HL / NHLBI NIH HHS / United States RL1 MH083268 / MH / NIMH NIH HHS / United States HHSN268201100006C / / PHS HHS / United States R01 HL087641 / HL / NHLBI NIH HHS / United States 076113/B/04/Z / / Wellcome Trust / United Kingdom G0000934 / / Medical Research Council / United Kingdom G0600705 / / Medical Research Council / United Kingdom R01HL086694 / HL / NHLBI NIH HHS / United States |