Evidence map›Paper›PMID 26516778›Full record

SynthesisPloS one2015

Drug-Gene Interactions of Antihypertensive Medications and Risk of Incident Cardiovascular Disease: A Pharmacogenomics Study from the CHARGE Consortium.

Joshua C Bis, Colleen Sitlani, Ryan Irvin, Christy L Avery, Albert Vernon Smith, Fangui Sun, Daniel S Evans, Solomon K Musani, Xiaohui Li, Stella Trompet and 44 more

Abstract readMeta-Analysis
In one paragraph

Synthesis in PloS one, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 2 pooled it
–field-weighted citation impact
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

14 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Trial
  4. Digitalization of hypertension management: a paradigm shift.Naunyn-Schmiedeberg's archives of pharmacology · 2024
    Review
  5. Article
  6. Article
  7. Review
  8. The Role of Irisin in Alzheimer's Disease.Journal of clinical medicine · 2018
    Review
  9. Hypertension genomics and cardiovascular prevention.Annals of translational medicine · 2018
    Review
  10. Review
  11. Article
  12. Article
  13. Article
  14. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

54 authors.

Joshua C BisCardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, Washington, United States of America.
Colleen SitlaniCardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, Washington, United States of America.
Ryan IrvinDepartment of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, United States of America.
Christy L AveryDepartment of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill, North Carolina, United States of America.
Albert Vernon SmithIcelandic Heart Association, Kopavogur, Iceland; Faculty of Medicine, University of Iceland, Reykjavik, Iceland.
Fangui SunDepartment of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, United States of America.
Daniel S EvansCalifornia Pacific Medical Center Research Institute, San Francisco, California, United States of America.
Solomon K MusaniDepartment of Medicine, University of Mississippi Medical Center, Jackson, Mississippi, United States of America.
Xiaohui LiInstitute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, Torrance, California, United States of America; Department of Pediatrics, Harbor-UCLA Medical Center, Torrance, California, United States of America.
Stella TrompetDepartment of Cardiology, Leiden University Medical Center, The Netherlands; Department of Gerontology and Geriatrics, Leiden University Medical Center, The Netherlands.
Bouwe P KrijtheDepartment of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands.
Tamara B HarrisLaboratory of Epidemiology, Demography, and Biometry, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, United States of America.
P Miguel QuibreraCollaborative Studies Coordinating Center, University of North Carolina Gillings School of Global Public Health, Chapel Hill, North Carolina, United States of America.
Jennifer A BrodyCardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, Washington, United States of America.
Serkalem DemissieDepartment of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, United States of America.
Barry R DavisDepartment of Biostatistics, University of Texas School of Public Health, Houston, Texas, United States of America.
Kerri L WigginsCardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, Washington, United States of America.
Gregory J TranahCalifornia Pacific Medical Center Research Institute, San Francisco, California, United States of America; Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, United States of America.
Leslie A LangeDepartment of Genetics, University of North Carolina, Chapel Hill, North Carolina, 27599, United States of America.
Nona SotoodehniaCardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, Washington, United States of America; Cardiology Division, University of Washington, Seattle, Washington, United States of America.
David J StottInstitute of Cardiovascular and Medical Sciences, Faculty of Medicine, University of Glasgow, Glasgow, United Kingdom.
Oscar H FrancoDepartment of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands.
Lenore J LaunerLaboratory of Epidemiology, Demography, and Biometry, National Institute on Aging, National Institutes of Health, Bethesda, Maryland, United States of America.
Til StürmerDepartment of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill, North Carolina, United States of America; University of North Carolina-GSK Center of Excellence in Pharmacoepidemiology, Chapel Hill, North Carolina, United States of America.
Kent D TaylorInstitute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, Torrance, California, United States of America; Department of Pediatrics, Harbor-UCLA Medical Center, Torrance, California, United States of America.
L Adrienne CupplesDepartment of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, United States of America; The Framingham Heart Study, Framingham, Massachusetts, United States of America.
John H EckfeldtDepartment of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, Minnesota, United States of America.
Nicholas L SmithDepartment of Epidemiology, University of Washington, Seattle, Washington, United States of America; Seattle Epidemiologic Research and Information Center of the Department of Veterans Affairs Office of Research and Development, Seattle, Washington, United States of America; Group Health Research Institute, Group Health, Seattle, Washington, United States of America.
Yongmei LiuDepartment of Epidemiology and Prevention, Division of Public Health Sciences, Wake Forest University, Winston-Salem, North Carolina, United States of America.
James G WilsonDepartment of Physiology and Biophysics, University of Mississippi Medical Center, Jackson, Mississippi, United States of America.
Susan R HeckbertCardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, Washington, United States of America; Department of Epidemiology, University of Washington, Seattle, Washington, United States of America; Group Health Research Institute, Group Health, Seattle, Washington, United States of America.
Brendan M BuckleyDepartment of Pharmacology and Therapeutics, University College Cork, Cork, Ireland.
M Arfan IkramDepartment of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands.
Eric BoerwinkleInstitute for Molecular Medicine, University of Texas Health Science Center, Houston, Texas, United States of America.
Yii-Der Ida ChenInstitute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, Torrance, California, United States of America; Department of Pediatrics, Harbor-UCLA Medical Center, Torrance, California, United States of America.
Anton J M de CraenDepartment of Gerontology and Geriatrics, Leiden University Medical Center, The Netherlands.
Andre G UitterlindenDepartment of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands; Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands.
Jerome I RotterInstitute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, Torrance, California, United States of America; Department of Pediatrics, Harbor-UCLA Medical Center, Torrance, California, United States of America.
Ian FordRobertson Center for Biostatistics, University of Glasgow, Glasgow, United Kingdom.
Albert HofmanDepartment of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands.
Naveed SattarBHF Glasgow Cardiovascular Research Centre, Faculty of Medicine, Glasgow, United Kingdom.
P Eline SlagboomDepartment of Molecular Epidemiology, Leiden University Medical Center, Leiden, The Netherlands.
Rudi G J WestendorpFaculty of Health and Medical Sciences, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.
Vilmundur GudnasonIcelandic Heart Association, Kopavogur, Iceland; Faculty of Medicine, University of Iceland, Reykjavik, Iceland.
Ramachandran S VasanThe Framingham Heart Study, Framingham, Massachusetts, United States of America; Boston University School of Medicine, Boston, Massachusetts, United States of America; Boston University School of Public Health, Boston, Massachusetts, United States of America.
Thomas LumleyDepartment of Statistics, University of Auckland, Auckland, New Zealand.
Steven R CummingsCalifornia Pacific Medical Center Research Institute, San Francisco, California, United States of America.
Herman A TaylorDepartment of Medicine, Morehouse School of Medicine, Atlanta, Georgia, United States of America.
Wendy PostDivision of Cardiology, Department of Medicine, Johns Hopkins University, Baltimore, Maryland, United States of America.
J Wouter JukemaDepartment of Cardiology, Leiden University Medical Center, The Netherlands.
Bruno H StrickerDepartment of Epidemiology, Erasmus Medical Center, Rotterdam, The Netherlands; Inspectorate for Health Care, the Hague, The Netherlands.
Eric A WhitselDepartment of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill, North Carolina, United States of America; Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina United States of America.
Bruce M PsatyCardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, Washington, United States of America; Department of Epidemiology, University of Washington, Seattle, Washington, United States of America; Department of Health Services, University of Washington, Seattle, Washington, United States of America; Group Health Research Institute, Group Health, Seattle, Washington, United States of America.
Donna ArnettDepartment of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, United States of America.

Funding

Institute for Clinical and Translational Research (UL1)UL1RR025005 · NCRR · JOHNS HOPKINS UNIVERSITY · PI FORD, DANIEL ERNEST · 2007 to 2011
$75.8M
UCLA Clinical and Translational Science InstituteUL1TR000124 · NCATS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI DUBINETT, STEVEN M. · 2012 to 2015
$57.0M
CTSA INFRASTRUCTURE FOR PEDIATRIC RESEARCHUL1RR024156 · NCRR · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI GINSBERG, HENRY N · 2006 to 2011
$53.0M
Transgenic & Knock-out MouseP30DK063491 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MILES Frome WILKINSON · 2003 to 2026
$40.4M
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
Exceptional Survival: Trajectories to Functional Aging (CHS All Stars)R01AG023629 · NIA · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI NEWMAN, ANNE B. · 2004 to 2016
$9.5M
CHARGE Consortium: Omics Discovery for CVD and Aging PhenotypesR01HL105756 · NHLBI · UNIVERSITY OF WASHINGTON · PI Bruce M Psaty, NICHOLAS L SMITH · 2011 to 2026
$9.5M
Rare variants and NHLBI traits in deeply phenotyped cohortsR01HL120393 · NHLBI · UNIVERSITY OF WASHINGTON · PI PSATY, BRUCE M, RICE, KENNETH M. · 2014 to 2016
$8.9M
Genome-wide case-only study of antihypertensive drug-gene interactionsR01HL085251 · NHLBI · UNIVERSITY OF WASHINGTON · PI PSATY, BRUCE M · 2007 to 2010
$7.2M
Prospective meta-analyses of drug-gene interactions: CHARGE GWAS consortiumR01HL103612 · NHLBI · UNIVERSITY OF WASHINGTON · PI PSATY, BRUCE M · 2011 to 2014
$5.4M
GENHAT-GENETICS OF HYPERTENSION ASSOCIATED TREATMENTSR01HL063082 · NHLBI · UNIVERSITY OF MINNESOTA TWIN CITIES · PI ARNETT, DONNA K · 1999 to 2009
$5.1M
Intramural NIH HHSNCATS NIH HHS UL1 TR000124NCATS NIH HHS UL1TR000124NCRR NIH HHS RR-024156NCRR NIH HHS UL1 RR024156NCRR NIH HHS UL1 RR025005NCRR NIH HHS UL1RR025005NHGRI NIH HHS HHSN268200782096CNHGRI NIH HHS U01 HG004402NHGRI NIH HHS U01HG004402NHLBI NIH HHS 5 R01 HL-63082NHLBI NIH HHS HHSN268200800007CNHLBI 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 HHSN268201200036CNHLBI NIH HHS HHSN268201300047CNHLBI NIH HHS HHSN268201300048CNHLBI NIH HHS HHSN268201300049CNHLBI NIH HHS HHSN268201300050CNHLBI NIH HHS HHSN268201500001CNHLBI NIH HHS HHSN268201500001INHLBI NIH HHS HL068986NHLBI NIH HHS HL073410NHLBI NIH HHS HL085251NHLBI NIH HHS N01 HC025195NHLBI NIH HHS N01 HC055222NHLBI NIH HHS N01 HC085079NHLBI NIH HHS N01 HC085080NHLBI NIH HHS N01 HC085081NHLBI NIH HHS N01 HC085082NHLBI NIH HHS N01 HC085083NHLBI NIH HHS N01 HC085086NHLBI NIH HHS N01 HC095159NHLBI NIH HHS N01 HC095160NHLBI NIH HHS N01 HC095161NHLBI NIH HHS N01 HC095162NHLBI NIH HHS N01 HC095163NHLBI NIH HHS N01 HC095164NHLBI NIH HHS N01 HC095165NHLBI NIH HHS N01 HC095166NHLBI NIH HHS N01 HC095167NHLBI NIH HHS N01 HC095168NHLBI NIH HHS N01 HC095169NHLBI NIH HHS N01-HC-25195NHLBI NIH HHS N01 HC-95159NHLBI NIH HHS N01 HC-95160NHLBI NIH HHS N01 HC-95161NHLBI NIH HHS N01-HC-95162NHLBI NIH HHS N01-HC-95163NHLBI NIH HHS N01-HC-95164NHLBI NIH HHS N01-HC-95165NHLBI NIH HHS N01-HC-95166NHLBI NIH HHS N01-HC-95167NHLBI NIH HHS N01-HC-95168NHLBI NIH HHS N01-HC-95169NHLBI NIH HHS N02-HL-6-4278NHLBI NIH HHS R01 HL059367NHLBI NIH HHS R01 HL063082NHLBI NIH HHS R01 HL068986NHLBI NIH HHS R01 HL073410NHLBI NIH HHS R01 HL085251NHLBI NIH HHS R01 HL086694NHLBI NIH HHS R01HL086694NHLBI NIH HHS R01 HL087641NHLBI NIH HHS R01HL087641NHLBI NIH HHS R01 HL087652NHLBI NIH HHS R01HL087652NHLBI NIH HHS R01 HL103612NHLBI NIH HHS R01HL103612NHLBI NIH HHS R01 HL105756NHLBI NIH HHS R01HL105756NHLBI NIH HHS R01 HL120393NHLBI NIH HHS R01HL120393NHLBI NIH HHS R01HL59367NHLBI NIH HHS U01 HL080295NHLBI NIH HHS U01HL080295NIA NIH HHS 1R01AG032098-01A1NIA NIH HHS N01 AG062101NIA NIH HHS N01 AG062103NIA NIH HHS N01 AG062106NIA NIH HHS N01-AG-1-2100NIA NIH HHS N01AG62101NIA NIH HHS N01AG62103NIA NIH HHS N01AG62106NIA NIH HHS R01 AG023629NIA NIH HHS R01AG023629NIA NIH HHS R01 AG032098NIDDK NIH HHS DK063491NIDDK NIH HHS P30 DK063491PHS HHS HHSN268200625226CPHS HHS HSN268201300046C
6 · The paper itself

Abstract

backgroundHypertension is a major risk factor for a spectrum of cardiovascular diseases (CVD), including myocardial infarction, sudden death, and stroke. In the US, over 65 million people have high blood pressure and a large proportion of these individuals are prescribed antihypertensive medications. Although large long-term clinical trials conducted in the last several decades have identified a number of effective antihypertensive treatments that reduce the risk of future clinical complications, responses to therapy and protection from cardiovascular events vary among individuals.

methodsUsing a genome-wide association study among 21,267 participants with pharmaceutically treated hypertension, we explored the hypothesis that genetic variants might influence or modify the effectiveness of common antihypertensive therapies on the risk of major cardiovascular outcomes. The classes of drug treatments included angiotensin-converting enzyme inhibitors, beta-blockers, calcium channel blockers, and diuretics. In the setting of the Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) consortium, each study performed array-based genome-wide genotyping, imputed to HapMap Phase II reference panels, and used additive genetic models in proportional hazards or logistic regression models to evaluate drug-gene interactions for each of four therapeutic drug classes. We used meta-analysis to combine study-specific interaction estimates for approximately 2 million single nucleotide polymorphisms (SNPs) in a discovery analysis among 15,375 European Ancestry participants (3,527 CVD cases) with targeted follow-up in a case-only study of 1,751 European Ancestry GenHAT participants as well as among 4,141 African-Americans (1,267 CVD cases).

resultsAlthough drug-SNP interactions were biologically plausible, exposures and outcomes were well measured, and power was sufficient to detect modest interactions, we did not identify any statistically significant interactions from the four antihypertensive therapy meta-analyses (Pinteraction > 5.0×10-8). Similarly, findings were null for meta-analyses restricted to 66 SNPs with significant main effects on coronary artery disease or blood pressure from large published genome-wide association studies (Pinteraction ≥ 0.01). Our results suggest that there are no major pharmacogenetic influences of common SNPs on the relationship between blood pressure medications and the risk of incident CVD.

Indexed as

Polymorphism, Single NucleotideAgedAntihypertensive AgentsBlack or African AmericanCardiovascular DiseasesFemaleGenome-Wide Association StudyHumansHypertensionIncidenceMaleMiddle AgedTreatment OutcomeWhite PeopleAntihypertensive Agents

Identifiers

PMID26516778
PMCPMC4627813

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