Evidence map›Paper›PMID 35751511›Full record

ArticleEuropean heart journal2022

Polygenic risk score for ACE-inhibitor-associated cough based on the discovery of new genetic loci.

Jonas Ghouse, Vinicius Tragante, Ayesha Muhammad, Gustav Ahlberg, Morten W Skov, Dan M Roden, Ingileif Jonsdottir, Laura Andreasen, Pia Rengtved Lundegaard, Linea C Trudsø and 18 more

Open access · bronzeAbstract read
In one paragraph

Article in European heart journal, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
2.4field-weighted citation impact, top 10% 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

7 citing papers in PubMed, 17 citations in OpenAlex.

  1. Review
  2. Article
  3. Article
  4. Article
  5. Association ofFrontiers in pharmacology · 2024
    Article
  6. Article
  7. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

28 authors at 4 institutions in 3 countries.

Jonas GhouseLaboratory for Molecular Cardiology, Department of Cardiology, Copenhagen University Hospital, Rigshospitalet, Building 9312, Henrik Harpestrengs Vej 4C, 2100 Copenhagen, Denmark.ORCID 0000-0002-9634-5964
Vinicius TragantedeCODE genetics/Amgen, Inc., Reykjavik, Iceland.ORCID 0000-0002-8223-8957
Ayesha MuhammadVanderbilt Genetics Institute, Department of Medicine, Vanderbilt University Medical Center, and Vanderbilt Medical Scientist Training Program, Vanderbilt University, USA.ORCID 0000-0003-0870-2923
Gustav AhlbergLaboratory for Molecular Cardiology, Department of Cardiology, Copenhagen University Hospital, Rigshospitalet, Building 9312, Henrik Harpestrengs Vej 4C, 2100 Copenhagen, Denmark.ORCID 0000-0003-0066-2779
Morten W SkovLaboratory for Molecular Cardiology, Department of Cardiology, Copenhagen University Hospital, Rigshospitalet, Building 9312, Henrik Harpestrengs Vej 4C, 2100 Copenhagen, Denmark.
Dan M RodenVanderbilt Genetics Institute, Department of Medicine, Vanderbilt University Medical Center, and Vanderbilt Medical Scientist Training Program, Vanderbilt University, USA.ORCID 0000-0002-6302-0389
Ingileif JonsdottirdeCODE genetics/Amgen, Inc., Reykjavik, Iceland.ORCID 0000-0001-8339-150X
Laura AndreasenLaboratory for Molecular Cardiology, Department of Cardiology, Copenhagen University Hospital, Rigshospitalet, Building 9312, Henrik Harpestrengs Vej 4C, 2100 Copenhagen, Denmark.ORCID 0000-0002-4732-4921
Pia Rengtved LundegaardLaboratory for Molecular Cardiology, Department of Cardiology, Copenhagen University Hospital, Rigshospitalet, Building 9312, Henrik Harpestrengs Vej 4C, 2100 Copenhagen, Denmark.ORCID 0000-0002-8284-1844
Linea C TrudsøLaboratory for Molecular Cardiology, Department of Cardiology, Copenhagen University Hospital, Rigshospitalet, Building 9312, Henrik Harpestrengs Vej 4C, 2100 Copenhagen, Denmark.ORCID 0000-0002-3857-438X
Karina BanasikTranslational Disease Systems Biology, Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.ORCID 0000-0003-2489-2499
Søren BrunakTranslational Disease Systems Biology, Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
Sisse R OstrowskiDepartment of Clinical Immunology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark.ORCID 0000-0001-5288-3851
eMERGE consortium
Christian Torp-PedersenDepartment of Cardiology, Aalborg University Hospital, Aalborg, Denmark.ORCID 0000-0003-2892-6131
Ole V PedersenDepartment of Clinical Immunology, Næstved Hospital, Næstved, Denmark.
Erik SørensenDepartment of Clinical Immunology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark.
Lars KøberDepartment of Cardiology, Copenhagen University Hospital, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark.ORCID 0000-0002-6635-1466
Kasper IversenDepartment of Cardiology, Copenhagen University Hospital, Herlev-Gentofte Hospital, Herlev, Denmark.
Unnur ThorsteinsdottirdeCODE genetics/Amgen, Inc., Reykjavik, Iceland.ORCID 0000-0002-7049-2827
Gudmundur ThorgeirssondeCODE genetics/Amgen, Inc., Reykjavik, Iceland.ORCID 0000-0002-7146-1395
Henrik UllumStatens Serum Institut, Copenhagen, Denmark.ORCID 0000-0001-7306-9058
Daniel F GudbjartssondeCODE genetics/Amgen, Inc., Reykjavik, Iceland.
Jonathan D MosleyDepartments of Internal Medicine and Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID 0000-0001-6421-2887
Hilma HolmdeCODE genetics/Amgen, Inc., Reykjavik, Iceland.ORCID 0000-0002-9517-6636
Kari StefanssondeCODE genetics/Amgen, Inc., Reykjavik, Iceland.ORCID 0000-0003-1676-864X
Henning BundgaardDepartment of Cardiology, Copenhagen University Hospital, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark.ORCID 0000-0002-0563-7049
Morten Salling OlesenLaboratory for Molecular Cardiology, Department of Cardiology, Copenhagen University Hospital, Rigshospitalet, Building 9312, Henrik Harpestrengs Vej 4C, 2100 Copenhagen, Denmark.
University of Copenhagen · DKdeCODE Genetics (Iceland) · ISVanderbilt University Medical Center · USStatens Serum Institut · DK

Funding

Vanderbilt Institute for Clinical and Translational Research (VICTR) -Identifying correlates of functional immunity in SARS-CoV-2 convalescent plasmaUL1TR002243 · NCATS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Paul A. Harris, Wesley H Self · 2017 to 2026
$130.7M
VANDERBILT UNIVERSITY CTSA FOR PEDIATRIC RESEARCHUL1RR024975 · NCRR · VANDERBILT UNIVERSITY · PI BERNARD, GORDON RAPHAEL · 2007 to 2011
$45.7M
The Vanderbilt Institute for Clinical and Translational Research (VICTR)UL1TR000445 · NCATS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI BERNARD, GORDON RAPHAEL · 2012 to 2016
$41.4M
JH/CIDR Genotyping for Genome-Wide Association StudiesU01HG004438 · NHGRI · JOHNS HOPKINS UNIVERSITY · PI VALLE, DAVID · 2007 to 2011
$24.2M
A Center for GEI Association StudiesU01HG004424 · NHGRI · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI GABRIEL, STACEY · 2007 to 2010
$21.4M
Pharmacogenomics of Arrhythmia TherapyU19HL065962 · NHLBI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI RODEN, DAN M · 2010 to 2014
$17.4M
Genomic Basis of Susceptibility to COVID-19 Infection and its ComplicationsU01HG006379 · NHGRI · MAYO CLINIC ROCHESTER · PI Richard R. Sharp · 2011 to 2026
$16.5M
Understanding and preventing HLA-associated drug reactionsP50GM115305 · NIGMS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI DENNY, JOSHUA C. · 2015 to 2019
$13.0M
The Genetic Epemiology of Multiple SclerosisR01NS032830 · NINDS · VANDERBILT UNIVERSITY · PI HAINES, JONATHAN L · 1995 to 2010
$8.9M
Epidemiologic Architecture for Genes Linked to Environment (EAGLE)U01HG004798 · NHGRI · VANDERBILT UNIVERSITY · PI CRAWFORD, DANA C · 2008 to 2013
$8.8M
VESPA: Vanderbilt Electronic Systems for Pharmacogenomic AssessmentRC2GM092618 · NIGMS · VANDERBILT UNIVERSITY · PI DENNY, JOSHUA C., RODEN, DAN M · 2009 to 2010
$6.4M
eMERGE Coordinating Center - Administrative SupplementU01HG006385 · NHGRI · VANDERBILT UNIVERSITY · PI HARRIS, PAUL A. · 2011 to 2014
$5.4M
NCATS NIH HHS UL1 TR000445NCATS NIH HHS UL1 TR002243NCRR NIH HHS S10 RR025141NCRR NIH HHS UL1 RR024975NHGRI NIH HHS U01 HG004424NHGRI NIH HHS U01 HG004438NHGRI NIH HHS U01 HG004798NHGRI NIH HHS U01 HG006375NHGRI NIH HHS U01 HG006378NHGRI NIH HHS U01 HG006379NHGRI NIH HHS U01 HG006380NHGRI NIH HHS U01 HG006382NHGRI NIH HHS U01 HG006385NHGRI NIH HHS U01 HG006388NHGRI NIH HHS U01 HG006389NHLBI NIH HHS U19 HL065962NICHD NIH HHS R01 HD074711NIGMS NIH HHS P50 GM115305NIGMS NIH HHS RC2 GM092618NIH HHS S10 OD017985NINDS NIH HHS R01 NS032830
6 · The paper itself

Abstract

aimsTo search for sequence variants associated with ACEi discontinuation and to test their association with ACEi-associated adverse drug reactions (ADRs). METHODS AND

resultsA genome-wide association study (GWAS) on ACEi discontinuation was conducted, including 33 959 ACEi-discontinuers and 44 041 controls. Cases were defined as persons who switched from an ACEi treatment to an angiotensin receptor blocker. Controls were defined as persons who continued ACEi treatment for at least 1 year. Odds ratios (ORs) and 95% confidence intervals (95% CIs) were computed for ACEi discontinuation risk by mixed model regression analysis. Summary statistics from the individual cohorts were meta-analyzed with a fixed-effects model. To test for association with specific ACEi-associated ADRs, any genome-wide significant (P < 5 × 10-8) ACEi discontinuation variants was tested for association with ACEi-associated cough and angioedema. A polygenetic risk score (PRS) based on ACEi discontinuation GWAS data was constructed and tested for association with ACEi-associated cough and angioedema in two population-based samples. In total, seven genetic genome-wide loci were identified, of which six were previously unreported. The strongest association with ACEi discontinuation was at 20q13.3 (NTSR1; OR: 1.21; 95% CI: 1.17-1.24; P = 2.1 × 10-34). Five of seven lead variants were associated with ACEi-associated cough, whereas none were associated with ACEi-associated angioedema. The ACEi discontinuation PRS was associated with ACEi-associated cough in a dose-response manner but not with ACEi-associated angioedema. ACEi discontinuation was genetically correlated with important causes for cough, including gastro-esophageal reflux disease, allergic rhinitis, hay fever, and asthma, which indicates partly shared genetic underpinning between these traits.

conclusionThis study showed the advantage of using prescription patterns to discover genetic links with ADRs. In total, seven genetic loci that associated with ACEi discontinuation were identified. There was evidence of a strong association between our ADR phenotype and ACEi-associated cough. Taken together, these findings increase insight into the pathophysiological processes that underlie ACEi-associated ADRs.

Indexed as

AngioedemaAngiotensin-Converting Enzyme InhibitorsCoughGenetic LociGenome-Wide Association StudyHumansRisk FactorsAngiotensin-Converting Enzyme InhibitorsACE-inhibitor associated coughACE inhibitorsADRAdverse drug reactionDrug discontinuationGenome-wide association studyGWAS

Identifiers

PMID35751511
PMCPMC10148738
OpenAlexW4283518650

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.