Evidence map›Paper›PMID 26404118›Full record

ArticleThe Lancet. Respiratory medicine2015

Molecular mechanisms underlying variations in lung function: a systems genetics analysis.

Ma'en Obeidat, Ke Hao, Yohan Bossé, David C Nickle, Yunlong Nie, Dirkje S Postma, Michel Laviolette, Andrew J Sandford, Denise D Daley, James C Hogg and 36 more

Erratum issuedOpen access · bronzeAbstract read
In one paragraph

Article in The Lancet. Respiratory medicine, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 39 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
39citing papers in PubMed, 2 pooled it
8.9field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

39 citing papers in PubMed, 2 syntheses or guidelines pooled it, 82 citations in OpenAlex.

  1. Pooled it
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  8. Characterisation of a COPD-associated nephronectin (The European respiratory journal · 2025
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  10. Review
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  17. Air pollution as an early determinant of COPD.European respiratory review : an official journal of the European Respiratory Society · 2022
    Review
  18. Article
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

46 authors at 20 institutions in 10 countries.

Ma'en ObeidatUniversity of British Columbia Center for Heart Lung Innovation, St Paul's Hospital, Vancouver, BC, Canada.
Ke HaoIcahn Institute of Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Yohan BosséDepartment of Molecular Medicine, Laval University, Québec, QC, Canada; Institut Universitaire de Cardiologie et de Pneumologie de Québec, Laval University, Québec, QC, Canada.
David C NickleMerck Research Laboratories, Genetics and Pharmacogenomics, Boston, MA, USA.
Yunlong NieUniversity of British Columbia Center for Heart Lung Innovation, St Paul's Hospital, Vancouver, BC, Canada.
Dirkje S PostmaUniversity of Groningen, University Medical Center Groningen, Department of Pulmonology, GRIAC Research Institute, University of Groningen, Groningen, Netherlands.
Michel LavioletteInstitut Universitaire de Cardiologie et de Pneumologie de Québec, Laval University, Québec, QC, Canada.
Andrew J SandfordUniversity of British Columbia Center for Heart Lung Innovation, St Paul's Hospital, Vancouver, BC, Canada; Respiratory Division, Department of Medicine, University of British Columbia, Vancouver, BC, Canada.
Denise D DaleyUniversity of British Columbia Center for Heart Lung Innovation, St Paul's Hospital, Vancouver, BC, Canada; Respiratory Division, Department of Medicine, University of British Columbia, Vancouver, BC, Canada.
James C HoggUniversity of British Columbia Center for Heart Lung Innovation, St Paul's Hospital, Vancouver, BC, Canada; Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada.
W Mark ElliottUniversity of British Columbia Center for Heart Lung Innovation, St Paul's Hospital, Vancouver, BC, Canada; Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada.
Nick FishbaneUniversity of British Columbia Center for Heart Lung Innovation, St Paul's Hospital, Vancouver, BC, Canada.
Wim TimensDepartment of Pathology and Medical Biology, GRIAC Research Institute, University of Groningen, Groningen, Netherlands.
Pirro G HysiDepartment of Twin Research and Genetic Epidemiology, King's College, London, UK.
Jaakko KaprioDepartment of Public Health, and Institute for Molecular Medicine (FIMM), University of Helsinki, Helsinki, Finland; National Institute for Health and Welfare, Helsinki, Finland.
James F WilsonCentre for Global Health Research, Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, UK; MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh, UK.
Jennie HuiBusselton Population Medical Research Institute, Busselton, WA, Australia; PathWest Laboratory Medicine of Western Australia, Nedlands, WA, Australia; School of Population Health and School of Pahology and Laboratory Medicine, University of Western Australia, Nedlands, WA, Australia.
Rajesh RawalResearch Unit of Molecular Epidemiology, Helmholtz-Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany; Institute of Genetic Epidemiology, Helmholtz-Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.
Holger SchulzInstitute of Epidemiology I, Helmholtz-Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany; Comprehensive Pneumology Center Munich (CPC-M), German Center for Lung Research, Munich, Germany.
Beate StubbeUniversity Hospital, Department of Internal Medicine B, Greifswald, Germany.
Caroline HaywardMRC Human Genetics Unit, Institute of Genetics and Molecular Medicine, University of Edinburgh, Western General Hospital, Edinburgh, UK.
Ozren PolasekCentre for Global Health Research, Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, UK; Faculty of Medicine, University of Split, Croatia.
Marjo-Riitta JärvelinDepartment of Epidemiology and Biostatistics, MRC-PHE Centre for Environment and Health, School of Public Health, Imperial College, London, UK; Center for Life Course Epidemiology, Faculty of Medicine, Biocenter Oulu, and Unit of Primary Care, Oulu University Hospital, University of Oulu, Oulu, Finland.
Jing Hua ZhaoMRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge UK.
Deborah JarvisDepartment of Epidemiology and Biostatistics, MRC-PHE Centre for Environment and Health, School of Public Health, Imperial College, London, UK; Respiratory Epidemiology and Public Health Group, National Heart and Lung Institute, Imperial College, London, UK.
Mika KähönenDepartment of Clinical Physiology, University of Tampere and Tampere University Hospital, Tampere, Finland.
Nora FranceschiniGillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA.
Kari E NorthGillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA; University of North Carolina Center for Genome Sciences, Chapel Hill, NC, USA.
Daan W LothDepartments of Epidemiology and Respiratory Medicine, Erasmus MC, Rotterdam, Netherlands.
Guy G BrusselleDepartments of Epidemiology and Respiratory Medicine, Erasmus MC, Rotterdam, Netherlands; Department of Respiratory Medicine, Ghent University Hospital, Ghent, Belgium.
Albert Vernon SmithIcelandic Heart Association, Kopavogur, Iceland; Faculty of Medicine, University of Iceland, Reykjavik, Iceland.
Vilmundur GudnasonIcelandic Heart Association, Kopavogur, Iceland; Faculty of Medicine, University of Iceland, Reykjavik, Iceland.
Traci M BartzCardiovascular Health Research Unit, Departments of Medicine and Biostatistics, University of Washington, Seattle, WA, USA.
Jemma B WilkHuman Genetics & Computational Biomedicine, Pfizer Worldwide Research and Development, Cambridge, MA, USA.
George T O'ConnorPulmonary Center, Boston University School of Medicine, Boston, MA, USA; NHLBI Framingham Heart Study, Framingham, MA, USA.
Patricia A CassanoDivision of Nutritional Sciences, Cornell University, Ithaca, NY, USA; Division of Biostatistics and Epidemiology, Department of Healthcare Policy and Research, Weill Cornell Medical College, NY, USA.
Wenbo TangDivision of Nutritional Sciences, Cornell University, Ithaca, NY, USA; Boehringer Ingelheim Pharmaceuticals, Ridgefield, CT, USA.
Louise V WainUniversity of Leicester, Genetic Epidemiology Group, Department of Health Sciences, Leicester, UK; National Institute for Health Research (NIHR) Leicester Respiratory Biomedical Research Unit, Glenfield Hospital, Leicester, UK.
María Soler ArtigasUniversity of Leicester, Genetic Epidemiology Group, Department of Health Sciences, Leicester, UK; National Institute for Health Research (NIHR) Leicester Respiratory Biomedical Research Unit, Glenfield Hospital, Leicester, UK.
Sina A GharibComputational Medicine Core, Center for Lung Biology, University of Washington, Seattle, WA, USA; Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Washington, Seattle, WA, USA.
David P StrachanPopulation Health Research Institute, St George's, University of London, London, UK.
Don D SinUniversity of British Columbia Center for Heart Lung Innovation, St Paul's Hospital, Vancouver, BC, Canada; Respiratory Division, Department of Medicine, University of British Columbia, Vancouver, BC, Canada.
Martin D TobinUniversity of Leicester, Genetic Epidemiology Group, Department of Health Sciences, Leicester, UK; National Institute for Health Research (NIHR) Leicester Respiratory Biomedical Research Unit, Glenfield Hospital, Leicester, UK.
Stephanie J LondonEpidemiology Branch, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, NC, USA.
Ian P HallUniversity of Nottingham Division of Respiratory Medicine, University Hospital of Nottingham, Nottingham, UK.
Peter D ParéUniversity of British Columbia Center for Heart Lung Innovation, St Paul's Hospital, Vancouver, BC, Canada; Respiratory Division, Department of Medicine, University of British Columbia, Vancouver, BC, Canada. Electronic address: peter.pare@hli.ubc.ca.
University of British Columbia · CASt. Paul's Hospital · CAInstitut universitaire de cardiologie et de pneumologie de Québec · CAUniversity of North Carolina at Chapel Hill · USUniversity of Washington · USBoehringer Ingelheim (United States) · USBoston University · USCornell University · USErasmus MC · NLErasmus University Rotterdam · NLGerman Center for Lung Research · DEGlenfield Hospital · GBHelmholtz Zentrum München · DEIcahn School of Medicine at Mount Sinai · USIcelandic Heart Association · ISInstitute for Molecular Medicine Finland · FIInstitute of Genetics and Cancer · GBKing's College London · GBMerck & Co., Inc., Rahway, NJ, USA (United States) · USMRC Centre for Environment and Health

Funding

Institute for Clinical and Translational Research (UL1)UL1RR025005 · NCRR · JOHNS HOPKINS UNIVERSITY · PI FORD, DANIEL ERNEST · 2007 to 2011
$75.8M
Type 1 Diabetes Genetics ConsortiumU01DK062418 · NIDDK · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI RICH, STEPHEN S. · 2002 to 2007
$59.8M
Genome-Wide Association Analysis in Essential Hypertension (FEHGAS study)R01HL086694 · NHLBI · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI ARAVINDA CHAKRAVARTI · 2007 to 2026
$21.2M
Epidemiology of Venous Thrombosis & Pulmonary EmbolismR01HL059367 · NHLBI · UNIVERSITY OF MINNESOTA TWIN CITIES · PI TANG, WEIHONG · 1998 to 2024
$11.8M
Genetic Analyses For Epidemiologic Studies Of Respiratory DiseaseZIAES025045 · NIEHS · NATIONAL INSTITUTE OF ENVIRONMENTAL HEALTH SCIENCES · PI LONDON, STEPHANIE · 2009 to 2025
$7.3M
Genetics and Environment in Adult Respiratory, Allergic and Cardiac diseaseZIAES043012 · NIEHS · NATIONAL INSTITUTE OF ENVIRONMENTAL HEALTH SCIENCES · PI LONDON, STEPHANIE · 2009 to 2025
$6.4M
Genetics of cardiovascular risk factors in large founder population birth controlR01HL087679 · NHLBI · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI HIRSCHHORN, JOEL N · 2007 to 2009
$4.0M
Genome-Wide Association for Loci Influencing CHD and Other Heart, Lung and BloodR01HL087641 · NHLBI · UNIVERSITY OF TEXAS HLTH SCI CTR HOUSTON · PI BOERWINKLE, ERIC A. · 2006 to 2008
$3.7M
Genetic Influences on ADHD in a Finnish Birth CohortR01MH063706 · NIMH · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI SMALLEY, SUSAN L · 2001 to 2005
$3.3M
Whole Genome Assoc. Analysis Strategies for Multi. PhenotypesRL1MH083268 · NIMH · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI FREIMER, NELSON B. · 2007 to 2011
$2.1M
GWA for Gene-Environment Interaction Effects Influencing CHDU01HG004402 · NHGRI · UNIVERSITY OF TEXAS HLTH SCI CTR HOUSTON · PI BOERWINKLE, ERIC A. · 2007 to 2009
$1.6M
Genetic Analyses For Epidemioloy Of Respiratory DiseaseZ01ES025045 · NIEHS · NATIONAL INSTITUTE OF ENVIRONMENTAL HEALTH SCIENCES · PI LONDON, STEPHANIE JOAN · 2000 to 2008
$238k
Chief Scientist OfficeCIHR MOP-123369Intramural NIH HHS Z01 ES025045Medical Research Council G0000934Medical Research Council G0500539Medical Research Council G0600705Medical Research Council G0902313Medical Research Council G1000861Medical Research Council G1001799Medical Research Council MC_PC_12010Medical Research Council MC_PC_U127561128Medical Research Council MR/N01104X/1NCRR NIH HHS UL1 RR025005NCRR NIH HHS UL1RR025005NHGRI NIH HHS U01 HG004402NHGRI NIH HHS U01HG004402NHLBI NIH HHS 5R01HL087679-02NHLBI NIH HHS HHSN268201100005CNHLBI NIH HHS HHSN268201100005GNHLBI NIH HHS HHSN268201100005INHLBI NIH HHS HHSN268201100006CNHLBI NIH HHS HHSN268201100007CNHLBI NIH HHS HHSN268201100007INHLBI NIH HHS HHSN268201100008CNHLBI NIH HHS HHSN268201100008INHLBI NIH HHS HHSN268201100009CNHLBI NIH HHS HHSN268201100009INHLBI NIH HHS HHSN268201100010CNHLBI NIH HHS HHSN268201100011CNHLBI NIH HHS HHSN268201100011INHLBI NIH HHS HHSN268201100012CNHLBI NIH HHS R01 HL059367NHLBI NIH HHS R01 HL086694NHLBI NIH HHS R01HL086694NHLBI NIH HHS R01 HL087641NHLBI NIH HHS R01HL087641NHLBI NIH HHS R01 HL087679NHLBI NIH HHS R01HL59367NIDDK NIH HHS U01 DK062418NIMH NIH HHS 1RL1MH083268-01NIMH NIH HHS 5R01MH63706:02NIMH NIH HHS R01 MH063706NIMH NIH HHS RL1 MH083268Wellcome TrustWellcome Trust 068545/Z/02Wellcome Trust 076113/B/04/ZWellcome Trust 079895
6 · The paper itself

Abstract

backgroundLung 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.

methodsThe 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.

findingsSNPs 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.

interpretationThe 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.

fundingThe 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.

Indexed as

AgedFemaleForced Expiratory VolumeGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansLungMaleMiddle AgedPolymorphism, Single NucleotidePulmonary Disease, Chronic ObstructiveSmoking

Identifiers

PMID26404118
PMCPMC5021067
OpenAlexW1924315434

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.