Cited by 312Genetic Associations and EpidemiologyBlood Pressure and Hypertension StudiesGenetic Mapping and Diversity in Plants and Animals

Trans-ancestry meta-analyses identify rare and common variants associated with blood pressure and hypertension

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CHARGE-Heart Failure Consortium, Surendran, Praveen, EchoGen Consortium, METASTROKE Consortium, GIANT Consortium, EPIC-InterAct Consortium, Lifelines Cohort Study, Wellcome Trust Case Control Consortium +216 more·2016·Nature Genetics

Abstract

High blood pressure is a major risk factor for cardiovascular disease and premature death. However, there is limited knowledge on specific causal genes and pathways. To better understand the genetics of blood pressure, we genotyped 242,296 rare, low-frequency and common genetic variants in up to 192,763 individuals and used ∼155,063 samples for independent replication. We identified 30 new blood pressure- or hypertension-associated genetic regions in the general population, including 3 rare missense variants in RBM47, COL21A1 and RRAS with larger effects (>1.5 mm Hg/allele) than common variants. Multiple rare nonsense and missense variant associations were found in A2ML1, and a low-frequency nonsense variant in ENPEP was identified. Our data extend the spectrum of allelic variation underlying blood pressure traits and hypertension, provide new insights into the pathophysiology of hypertension and indicate new targets for clinical intervention.

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References 52 · Cited by 312

Research works printed but not linked: 2

  1. [19]International Consortium for Blood Pressure Genome-Wide Association, S Genetic variants in novel pathways influence blood pressure and cardiovascular disease risk Nature 2011 478 103 9 21909115 PMC3340926
  2. [28]Ehret GB Genetic variants in novel pathways influence blood pressure and cardiovascular disease risk Nature 2011 478 103 109 21909115 PMC3340926

Authors
CHARGE-Heart Failure Consortium, Surendran, P., EchoGen Consortium, METASTROKE Consortium, GIANT Consortium, EPIC-InterAct Consortium, Study, L. C., Wellcome Trust Case Control Consortium, Understanding Society Scientific Group, EPIC-CVD Consortium, CHARGE+ Exome Chip Blood Pressure Consortium, T2D-GENES Consortium, GoT2DGenes Consortium, ExomeBP Consortium, CHD Exome+ Consortium, Drenos, F., Young, R., Warren, H., Cook, J. P., Manning, A. K., Grarup, N., Sim, X., Barnes, D. R., Witkowska, K., Staley, J. R., Tragante, V., Tukiainen, T., Yaghootkar, H., Masca, N., Freitag, D. F., Ferreira, T., Giannakopoulou, O., Tinker, A., Harakalova, M., Mihailov, E., Liu, C., Kraja, A. T., Nielsen, S. F., Rasheed, A., Samuel, M., Zhao, W., Bonnycastle, L. L., Jackson, A. U., Narisu, N., Swift, A. J., Southam, L., Marten, J., Huyghe, J. R., Stančáková, A., Fava, C., Ohlsson, T., Matchan, A., Stirrups, K. E., Bork-Jensen, J., Gjesing, A. P., Kontto, J., Perola, M., Shaw-Hawkins, S., Havulinna, A. S., Zhang, H., Donnelly, L. A., Groves, C. J., Rayner, N. W., Neville, M. J., Robertson, N. R., Yiorkas, A. M., Herzig, K.-H., Kajantie, E., Zhang, W., Willems, S. M., Lannfelt, L., Malerba, G., Soranzo, N., Trabetti, E., Verweij, N., Evangelou, E., Moayyeri, A., Vergnaud, A.-C., Nelson, C. P., Poveda, A., Varga, T. V., Caslake, M., de Craen, A. J. M., Trompet, S., Luan, J., Scott, R. A., Harris, S. E., Liewald, D. C. M., Marioni, R., Menni, C., Farmaki, A.-E., Hallmans, G., Renström, F., Huffman, J. E., Hassinen, M., Burgess, S., Vasan, R. S., Felix, J. F., Uria-Nickelsen, M., Malarstig, A., Reilly, D. F., Hoek, M., Vogt, T. F., Lin, H., Lieb, W., Traylor, M., Markus, H. S., Highland, H. M., Justice, A. E., Marouli, E., Lindström, J., Uusitupa, M., Komulainen, P., Lakka, T. A., Rauramaa, R., Polasek, O., Rudan, I., Rolandsson, O., Franks, P. W., Dedoussis, G., Spector, T. D., Jousilahti, P., Männistö, S., Deary, I. J., Starr, J. M., Langenberg, C., Wareham, N. J., Brown, M. J., Dominiczak, A. F., Connell, J. M., Jukema, J. W., Sattar, N., Ford, I., Packard, C. J., Esko, T., Mägi, R., Metspalu, A., de Boer, R. A., van der Meer, P., van der Harst, P., Gambaro, G., Ingelsson, E., Lind, L., de Bakker, P. I. W., Numans, M. E., Brandslund, I., Christensen, C., Petersen, E. R. B., Korpi-Hyövälti, E., Oksa, H., Chambers, J. C., Kooner, J. S., Blakemore, A. I. F., Franks, S., Jarvelin, M.-R., Husemoen, L. L., Linneberg, A., Skaaby, T., Thuesen, B., Karpe, F., Tuomilehto, J., Doney, A. S. F., Morris, A. D., Palmer, C. N. A., Holmen, O. L., Hveem, K., Willer, C. J., Tuomi, T., Groop, L., Käräjämäki, A., Palotie, A., Ripatti, S., Salomaa, V., Alam, D. S., Majumder, A. A. S., Di Angelantonio, E., Chowdhury, R., McCarthy, M. I., Poulter, N., Stanton, A. V., Sever, P., Amouyel, P., Arveiler, D., Blankenberg, S., Ferrières, J., Kee, F., Kuulasmaa, K., Müller-Nurasyid, M., Veronesi, G., Virtamo, J., Deloukas, P., Elliott, P., Zeggini, E., Kathiresan, S., Melander, O., Kuusisto, J., Laakso, M., Padmanabhan, S., Porteous, D. J., Hayward, C., Scotland, G., Collins, F. S., Mohlke, K. L., Hansen, T., Pedersen, O., Boehnke, M., Stringham, H. M., Frossard, P., Newton-Cheh, C., Tobin, M. D., Nordestgaard, B. G., Caulfield, M. J., Mahajan, A., Morris, A. P., Tomaszewski, M., Samani, N. J., Saleheen, D., Asselbergs, F. W., Lindgren, C. M., Danesh, J., Wain, L. V., Butterworth, A. S., Howson, J. M. M., & Munroe, P. B.
Affiliations
  • University of Cambridge (GB)
  • University College London (GB)
  • Queen Mary University of London (GB)
  • University of Leicester (GB)
  • Harvard University (US)
  • University of Copenhagen (DK)
  • Broad Institute (US)
  • National University of Singapore (SG)
  • University of Exeter (GB)
  • Centre for Human Genetics (GB)
  • Washington University in St. Louis (US)
  • Boston University (US)
  • Herlev Hospital (DK)
  • Center for Non-Communicable Diseases (PK)
  • National Institutes of Health (US)
  • University of Michigan (US)
  • University of Eastern Finland (FI)
  • Lund University (SE)
  • University of Verona (IT)
  • University of Helsinki (FI)
  • University of Dundee (GB)
  • University of Oxford (GB)
  • Finnish Institute for Health and Welfare (FI)
  • Poznan University of Medical Sciences (PL)
  • Uppsala University (SE)
  • National Institute for Health and Care Research (GB)
  • University of the Basque Country (ES)
  • Leiden University Medical Center (NL)
  • Institute of Genetics and Cancer (GB)
  • King's College London (GB)
  • The University of Queensland (AU)
  • Erasmus MC (NL)
  • Merck & Co., Inc., Rahway, NJ, USA (United States) (US)
  • University of North Carolina at Chapel Hill (US)
  • Kuopio University Hospital (FI)
  • Harokopio University of Athens (GR)
  • University of Glasgow (GB)
  • University of Tartu (EE)
  • University Medical Center Groningen (NL)
  • University of Southern Denmark (DK)
  • Lillebaelt Hospital (DK)
  • Vejle Sygehus (DK)
  • Seinäjoen Keskussairaala (FI)
  • Ealing Hospital (GB)
  • Imperial College Healthcare NHS Trust (GB)
  • Public Health England (GB)
  • Capital Region of Denmark (DK)
  • Universität für Weiterbildung Krems (AT)
  • Norwegian University of Science and Technology (NO)
  • Wellcome Sanger Institute (GB)
  • International Centre for Diarrhoeal Disease Research (BD)
  • Imperial College London (GB)
  • Royal College of Surgeons in Ireland (IE)
  • Inserm (FR)
  • Queen's University Belfast (GB)
  • University of Insubria (IT)
Corresponding author
  • Howson, Joanna M M
  • Munroe, Patricia B
ORCID
Venue
Nature Genetics
Published
2016-09-12
Volume
48
Issue
10
Pages
1151-1161
ISSN
  • 1061-4036 (ISSN-L)
  • 1546-1718
OpenAlex
W2519483107
Cited by
312
References
52
Citations by year
2026: 11 · 2025: 12 · 2024: 20 · 2023: 28 · 2022: 47 · 2021: 34 · 2020: 26 · 2019: 40 · 2018: 38 · 2017: 50 · 2016: 6
FWCI
5.98
Type
journal article
Language
en
Locations
  • Nature Genetics (publishedVersion)
  • PubMed (publishedVersion)
  • Discovery Research Portal (University of Dundee) (publishedVersion)
  • Research Explorer (The University of Manchester) (publishedVersion, other-oa)
  • EUR Research Repository (Erasmus University Rotterdam) (publishedVersion)
  • Bristol Research (University of Bristol) (publishedVersion, other-oa)
  • Europe PMC (PubMed Central) (acceptedVersion)
  • PubMed Central (acceptedVersion)
  • ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam) (acceptedVersion)
  • Leicester Research Archive (University of Leicester) (acceptedVersion)
  • Explore Bristol Research (acceptedVersion, other-oa)
  • University of Southern Denmark Research Portal (University of Southern Denmark) (submittedVersion, other-oa)
  • Digital Access to Scholarship at Harvard (DASH) (Harvard University) (submittedVersion, cc-by)
  • EUR Research Repository (Erasmus University Rotterdam) (submittedVersion)
  • RePub (Erasmus University Rotterdam) (submittedVersion, other-oa)
  • Data Archiving and Networked Services (DANS) (submittedVersion)
  • Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano) (submittedVersion, other-oa)
  • Leiden Repository (Leiden University) (submittedVersion)
  • IrInSubria (University of Insubria) (submittedVersion)
  • Research Portal (King's College London) (submittedVersion)
  • Lund University Publications (Lund University) (submittedVersion)
  • Research at the University of Copenhagen (University of Copenhagen) (submittedVersion)
  • Edinburgh Research Explorer (University of Edinburgh) (submittedVersion, other-oa)
  • Research Portal (Queen's University Belfast) (submittedVersion)
  • University of Groningen research database (University of Groningen / Centre for Information Technology) (submittedVersion)
  • PuSH - Publication Server of Helmholtz Zentrum München (submittedVersion)
  • Queen Mary Research Online (Queen Mary University of London) (submittedVersion)
  • Royal Devon and Exeter Research Repository (Royal Devon and Exeter) (submittedVersion)
  • Spiral (Imperial College London) (submittedVersion)
  • Brunel University Research Archive (BURA) (Brunel University London) (submittedVersion)
  • Utrecht University Repository (Utrecht University) (submittedVersion)
Funders
  • Pfizer
  • School of Medicine, Boston University
  • University of Michigan
  • Foundation for Cardiovascular Research
  • Norges Teknisk-Naturvitenskapelige Universitet
  • Wellcome Trust (068545/Z/02), FP7/2007–2013, 085475, WT098017, 086596/Z/08/Z, 223004, WT098381, 100114, 084723/Z/08/Z, WT091310, 098051, 083948)
  • Scottish Government
  • National Institute for Health and Care Research (NF-SI-0512-10165, NF-SI-0512-10019, FP7/2007–2013, NF-SI-0507-10228, NF-SI-0512-10052, NF-SI-0507-10267, NF-SI-0611-10136, NF-SI-0512-10113, NF-SI-0611-10099, NF-SI-0514-10027, NF-SI-0513-10059)
  • British Heart Foundation (SP/08/005/25115, FS/14/66/31293, G0800270, PG/02/128, RG/15/15/31742, SP/09/002, RG/07/005/23633, SP/04/002, RG/13/13/30194, SP/10/6/28562, RG/08/014/24067, RG/14/5/30893)
  • Age UK
  • Imperial College London
  • European Commission (278913, 2007–2013, FP7 2007-2013, 201413, FP7/2007, 279233, 242244, 223004)
  • Home Office
  • University of Edinburgh
  • ZonMw
  • Erasmus Medisch Centrum
  • Nederlandse Organisatie voor Wetenschappelijk Onderzoek (FP7 2007-2013)
  • Lundbeckfonden (R16-2007-1691, R165‐2013‐15410)
  • Hrvatska Zaklada za Znanost
  • Sydäntutkimussäätiö
  • Università degli Studi di Verona
  • Tartu Ülikool
  • International Centre for Diarrhoeal Disease Research, Bangladesh
  • Novo Nordisk Fonden (NNF15OC0016362, NNF12OC1016374)
  • Centre for Cognitive Ageing and Cognitive Epidemiology
  • National Institutes of Health (FP7/2007-2013, 6r01hl087679-03, 5k99hl094535-02, 5rl1mh083268-05, 5rc2dk088389-02)
  • Directorate for Biological Sciences
  • College of Pharmacy, University of Michigan
  • Medical Research Council (MR/K006584/1, MR/N01104X/1, MR/L01341X/1, MR/L003120/1, MR/K026992/1, G0800270, MC_UU_12015/1)
  • Biotechnology and Biological Sciences Research Council
  • European Regional Development Fund (FP7/2007‐2013, 2007 – 2013)
  • NIHR Cambridge Biomedical Research Centre
  • Norwegian Institute of Public Health
  • National Institute on Aging
  • National Heart, Lung, and Blood Institute (R01HL127564, HHSN268201000029C, R01 HL087679, K99-HL094535, R01HL107816, T32HL007055, R01HL109946)
  • National Institute of Mental Health (R01MH101822, R01MH101810, R01MH063706, RL1-MH083268)
  • National Institute on Drug Abuse (R01DA006227)
  • National Human Genome Research Institute (Z01HG000024)
  • National Cancer Institute (HHSN261200800001E))
  • National Institute of Diabetes and Digestive and Kidney Diseases (U01DK085526, U01DK085584, U01DK085501, R01DK072193, U01DK062370, U01DK085524, RC2-DK088389, U01DK085545, P30DK020572, R01DK093757, P30DK020595)
  • National Institute of Neurological Disorders and Stroke
  • U.S. National Library of Medicine (R01LM010098)
  • National Center for Advancing Translational Sciences
  • Eunice Kennedy Shriver National Institute of Child Health and Human Development (R01HD057194)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
  • Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Blood Pressure and Hypertension Studies
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Mapping and Diversity in Plants and Animals
Keywords
blood pressure, hypertension, genetic susceptibility loci, rare variants, low-frequency variants, RBM47, glutamyl aminopeptidase, missense mutations, nonsense mutation, cardiovascular risk
MeSH terms
Blood Pressure, Genotype, Humans, Hypertension, Genetic Variation, Genetic Predisposition to Disease, Genome-Wide Association Study

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