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      Eight blood pressure loci identified by genome-wide association study of 34,433 people of European ancestry

      research-article
      1 , 2 , 3 , 4 , 5 , 6 , 7 , 8 , 5 ,   9 , 10 , 11 , 12 , 13 , 14 , 15 , 16 , 1 , 3 , 7 , 17 , 18 , 19 , 20 , 21 , 22 , 23 , 9 , 12 , 24 , 25 , 26 , 27 , 28 , 28 , 29 , 28 , 8 , 19 , 30 , 11 , 31 , 32 , 8 , 16 , 33 , Wellcome Trust Case Control Consortium 34 , 35 , 36 , 22 , 37 , 38 , 19 , 39 , 4 , 40 , 4 , 6 , 41 , 41 , 42 , 42 , 41 , 41 , 43 , 44 , 25 , 27 , 27 , 45 , 27 , 46 , 27 , 27 , 45 ,   47 , 9 , 27 , 12 , 39 , 11 , 12 , 24 , 12 , 24 , 3 , 48 , 48 , 49 , 7 , 50 , 50 , 7 , 51 , 7 , 52 , 7 , 53 , 50 , 15 , 15 , 15 , 54 , 55 , 56 , 54 , 15 , 57 , 1 , 2 , 3 , 31 , 58 , 59 , 60 , 61 , 60 , 61 , 31 , 62 , 63 , 64 , 19 , 65 , 66 , 9 , 39 , 49 , 64 , 67 , 68 , 69 , 26 , 70 , 18 , 19 , 71 , 18 , 19 , 72 , 73 , 74 , 10 , 75 , 76 , 77 , 78 , 79 , 30 , 79 , 30 , 80 , 79 , 81 , 30 , 82 , 13 , 82 , 13 , 13 , 12 , 39 , 17 , 39 , 17 , 17 , 48 , 32 , 31 , 62 , 11 , 80 , 28 , 28 , 28 , 27 , 45 , 68 , 25 , 12 , 83 , 84 , 85 , 36 , 86 , 21 , 18 , 19 , 17 , 52 , 87 , 88 , 1 , 3 , 89 , 90 , 16 , 56 , 91 , 11 , 12 , 75 , 9 , 67 , 92 , 41 , 25 , 11 , 12 , 9 , 93 , 22 , 22
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          Abstract

          Elevated blood pressure is a common, heritable cause of cardiovascular disease worldwide. To date, identification of common genetic variants influencing blood pressure has proven challenging. We tested 2.5m genotyped and imputed SNPs for association with systolic and diastolic blood pressure in 34,433 subjects of European ancestry from the Global BPgen consortium and followed up findings with direct genotyping (N≤71,225 European ancestry, N=12,889 Indian Asian ancestry) and in silico comparison (CHARGE consortium, N=29,136). We identified association between systolic or diastolic blood pressure and common variants in 8 regions near the CYP17A1 ( P=7×10 −24), CYP1A2 ( P=1×10 −23), FGF5 ( P=1×10 −21), SH2B3 ( P=3×10 −18), MTHFR ( P=2×10 −13), c10orf107 ( P=1×10 −9), ZNF652 ( P=5×10 −9) and PLCD3 ( P=1×10 −8) genes. All variants associated with continuous blood pressure were associated with dichotomous hypertension. These associations between common variants and blood pressure and hypertension offer mechanistic insights into the regulation of blood pressure and may point to novel targets for interventions to prevent cardiovascular disease.

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          Most cited references28

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          Six new loci associated with body mass index highlight a neuronal influence on body weight regulation.

          Common variants at only two loci, FTO and MC4R, have been reproducibly associated with body mass index (BMI) in humans. To identify additional loci, we conducted meta-analysis of 15 genome-wide association studies for BMI (n > 32,000) and followed up top signals in 14 additional cohorts (n > 59,000). We strongly confirm FTO and MC4R and identify six additional loci (P < 5 x 10(-8)): TMEM18, KCTD15, GNPDA2, SH2B1, MTCH2 and NEGR1 (where a 45-kb deletion polymorphism is a candidate causal variant). Several of the likely causal genes are highly expressed or known to act in the central nervous system (CNS), emphasizing, as in rare monogenic forms of obesity, the role of the CNS in predisposition to obesity.
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            Robust associations of four new chromosome regions from genome-wide analyses of type 1 diabetes.

            The Wellcome Trust Case Control Consortium (WTCCC) primary genome-wide association (GWA) scan on seven diseases, including the multifactorial autoimmune disease type 1 diabetes (T1D), shows associations at P < 5 x 10(-7) between T1D and six chromosome regions: 12q24, 12q13, 16p13, 18p11, 12p13 and 4q27. Here, we attempted to validate these and six other top findings in 4,000 individuals with T1D, 5,000 controls and 2,997 family trios independent of the WTCCC study. We confirmed unequivocally the associations of 12q24, 12q13, 16p13 and 18p11 (P(follow-up)
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              • Abstract: not found
              • Article: not found

              Molecular mechanisms of human hypertension.

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                Author and article information

                Journal
                9216904
                2419
                Nat Genet
                Nature genetics
                1061-4036
                1546-1718
                12 March 2009
                10 May 2009
                June 2009
                21 September 2010
                : 41
                : 6
                : 666-676
                Affiliations
                [1 ] Center for Human Genetic Research, Massachusetts General Hospital, 185 Cambridge Street, Boston, MA 02114, USA
                [2 ] Cardiovascular Research Center, Massachusetts General Hospital, Boston, Massachusetts 02114, USA
                [3 ] Program in Medical and Population Genetics, Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, 02142, USA
                [4 ] Department of Medical Genetics, University of Lausanne, 1005 Lausanne, Switzerland
                [5 ] University Institute for Social and Preventative Medicine, Centre Hospitalier Universitaire Vaudois (CHUV) and University of Lausanne, 1005 Lausanne, Switzerland
                [6 ] Swiss Institute of Bioinformatics, Switzerland
                [7 ] Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI 48109, USA
                [8 ] Departments of Health Sciences & Genetics, Adrian Building, University of Leicester, University Road, Leicester LE1 7RH
                [9 ] Department of Epidemiology and Public Health, Imperial College London, St Mary’s Campus, Norfolk Place, London W2 1PG, UK
                [10 ] Laboratory of Cardiovascular Science, Intramural Research Program, National Institute on Aging, National Institutes of Health, Baltimore, Maryland, USA 21224
                [11 ] MRC Epidemiology Unit, Institute of Metabolic Science, Addenbrooke’s Hospital, Cambridge CB2 0QQ, UK
                [12 ] Cambridge - Genetics of Energy Metabolism (GEM) Consortium, Cambridge, UK
                [13 ] Centre National de Génotypage, 2 rue Gaston Crémieux, CP 5721, 91 057 Evry Cedex, France
                [14 ] Pontificia Universidad Catolica de Chile, Vicuna Mackenna 4860, Facultad de Matematicas, Casilla 306, Santiago 22, Chile, 7820436
                [15 ] Institute of Epidemiology, Helmholtz Zentrum München, German Research Centre for Environmental Health, 85764 Neuherberg, Germany
                [16 ] Division of Community Health Sciences, St George’s, University of London, London SW17 0RE, UK
                [17 ] Dept of Twin Research & Genetic Epidemiology, King’s College London, London SE1 7EH
                [18 ] Dept. Cardiovascular Medicine, University of Oxford
                [19 ] The Wellcome Trust Centre for Human Genetics, Roosevelt Drive, Oxford, OX3 7BN, UK
                [20 ] Medstar Research Institute, 3001 S. Hanover Street, Baltimore, MD 21250, USA
                [21 ] Clinical Research Branch, National Institute on Aging, Baltimore, MD, 21250 USA
                [22 ] Clinical Pharmacology and The Genome Centre, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London EC1M 6BQ
                [23 ] JDRF/WT Diabetes and Inflammation Laboratory, Cambridge Institute for Medical Research University of Cambridge, Wellcome Trust/MRC Building, Addenbrooke’s Hospital Cambridge, CB2 0XY
                [24 ] Department of Public Health and Primary Care, Institute of Public Health, University of Cambridge, Cambridge CB2 2SR, UK
                [25 ] Department of Clinical Sciences, Lund University, Malmö University Hospital, SE-20502 Malmö, Sweden
                [26 ] Department of Cardiology University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9700 RB Groningen, The Netherlands
                [27 ] ISI Foundation (Institute for Scientific Interchange), Villa Gualino, Torino, 10133, Italy
                [28 ] Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, STR 6.131, PO Box 85500, 3508 GA Utrecht, The Netherlands
                [29 ] Complex Genetics Section, Department of Medical Genetics - DBG, University Medical Center Utrecht, STR 2.2112, PO Box 85500, 3508 GA Utrecht, The Netherlands
                [30 ] Interfaculty Institute for Genetics and Functional Genomics, Ernst-Moritz-Arndt-University Greifswald, 17487 Greifswald, Germany
                [31 ] Cardiovascular Epidemiology and Genetics, Institut Municipal d’Investigació Mèdica, Barcelona, Spain
                [32 ] Department of Medicine University of Kuopio 70210 Kuopio, Finland
                [33 ] ALSPAC Laboratory, Department of Social Medicine, University of Bristol, BS8 2BN, UK
                [34 ] A full list of authors is provided in the supplementary methods online
                [35 ] Clinical Pharmacology Unit, University of Cambridge, Addenbrookes Hospital, Cambridge, UK CB2 2QQ
                [36 ] BHF Glasgow Cardiovascular Research Centre, University of Glasgow, Glasgow, UK G12 8TA
                [37 ] Dept of Cardiovascular Science, University of Leicester, Glenfield Hospital, Groby Road, Leicester, LE3 9QP, UK
                [38 ] Aberdeen Royal Infirmary, Aberdeen, UK
                [39 ] Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SA, UK
                [40 ] Service of Medical Genetics, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, 1011, Switzerland
                [41 ] Genetics Division, GlaxoSmithKline, King of Prussia, PA 19406, USA
                [42 ] Department of Internal Medicine, Centre Hospitalier Universitaire Vaudois (CHUV) 1011 Lausanne, Switzerland
                [43 ] Department of Clinical Sciences, Diabetes and Endocrinology Research Unit, University Hospital, Malmö
                [44 ] Lund University, Malmö S-205 02, Sweden
                [45 ] Department of Genetics, Biology and Biochemistry, University of Torino, Torino, 10126, Italy
                [46 ] Department of Clinical and Experimental Medicine, Federico II University, Naples, 80100, Italy
                [47 ] Unit of Cancer Epidemiology, University of Turin and Centre for Cancer Epidemiology and Prevention (CPO Piemonte), Turin, 10126, Italy
                [48 ] National Institute for Welfare and Health P.O. Box 30, FI-00271 Helsinki, Finland
                [49 ] Institute for Molecular Medicine Finland FIMM, University of Helsinki and National Public Health Institute
                [50 ] Genome Technology Branch, National Human Genome Research Institute, Bethesda, MD 20892, USA
                [51 ] Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA
                [52 ] Diabetes Unit, Department of Epidemiology and Health Promotion, National Public Health Institute, 00300 Helsinki, Finland
                [53 ] Physiology and Biophysics USC School of Medicine 1333 San Pablo Street, MMR 626 Los Angeles, California 90033
                [54 ] Institute of Human Genetics, Helmholtz Zentrum Munchen, German Research Centre for Environmental Health, 85764 Neuherberg, Germany
                [55 ] Institute of Human Genetics, Technische Universität München, 81675 Munich, Germany
                [56 ] Institute of Molecular and Cell Biology, University of Tartu, 51010 Tartu, Estonia
                [57 ] Ludwig Maximilians University, IBE, Chair of Epidemiology, Munich
                [58 ] Cardiovascular Research Center and Cardiology Division, Massachusetts General Hospital, Boston, Massachusetts 02114, USA
                [59 ] Framingham Heart Study and National, Heart, Lung, and Blood Institute, Framingham, Massachusetts 01702, USA
                [60 ] Cardiovascular Health Research Unit, Departments of Medicine and Epidemiology, University of Washington, Seattle, Washington, 98101 USA
                [61 ] Department of Epidemiology, University of Washington, Seattle, Washington, 98195 USA
                [62 ] CIBER Epidemiología y Salud Pública, Barcelona, Spain
                [63 ] Center for Neurobehavioral Genetics, Gonda Center, Room 3506, 695 Charles E Young Drive South, Box 951761, UCLA, Los Angeles, CA 90095
                [64 ] Department of Clinical Sciences/Obstetrics and Gynecology, P.O. Box 5000 Fin-90014, University of Oulu, Finland
                [65 ] Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Churchill Hospital, Old Road, Headington, Oxford OX3 7LJ, UK
                [66 ] Oxford NIHR Biomedical Research Centre, Churchill Hospital, Old Road, Headington, Oxford, UK OX3 7LJ
                [67 ] Department of Child and Adolescent Health, National Public Health Institute (KTL), Aapistie 1, P.O. Box 310, FIN-90101 Oulu, Finland
                [68 ] Division of Nephrology, Department of Medicine University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9700 RB Groningen, The Netherlands
                [69 ] Unit of Genetic Epidemiology and Bioinformatics, Department of Epidemiology University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9700 RB Groningen, The Netherlands
                [70 ] Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), University of Oxford, Richard Doll Building, Roosevelt Drive, Oxford, OX3 7LF, UK
                [71 ] Atherosclerosis Research Unit, Department of Medicine Solna, Karolinska Institutet, Karolinska University Hospital Solna, Building L8:03, S-17176 Stockholm, Sweden
                [72 ] Leibniz-Institut für Arterioskleroseforschung an der Universität Münster, Domagkstr. 3, D-48149, Münster, Germany
                [73 ] Molecular Medicine, Dept. Medical Sciences, Uppsala University, SE-751 85 Uppsala, Sweden
                [74 ] Consorzio Mario Negri Sud, Via Nazionale, 66030 Santa Maria Imbaro (Chieti), Italy
                [75 ] Istituto di Neurogenetica e Neurofarmacologia, CNR, Monserrato, 09042 Cagliari, Italy
                [76 ] Department of Epidemiology, Univ. of Texas M. D. Anderson Cancer Center, Houston, TX 77030
                [77 ] Laboratory of Genetics, Intramural Research Program, National Institute on Aging, National Institutes of Health, Baltimore, Maryland, USA 21224
                [78 ] Unitá Operativa Geriatria, Istituto Nazionale Ricovero e Cura per Anziani (INRCA) IRCCS, Rome, Italy
                [79 ] Department of Internal Medicine B, Ernst-Moritz-Arndt-University Greifswald, 17487 Greifswald, Germany
                [80 ] Institute for Community Medicine, Ernst-Moritz-Arndt-University Greifswald, 17487 Greifswald, Germany
                [81 ] Institute of Physiology, Ernst-Moritz-Arndt-University Greifswald, 17487 Greifswald, Germany
                [82 ] U557 Institut National de la Sante et de la Recherche Médicale, U1125 Institut National de la Recherche Agronomique, Université Paris 13, 74 rue Marcel Cachin, 93017 Bobigny Cedex, France
                [83 ] MRC Dunn Human Nutrition Unit, Wellcome Trust/MRC Building, Cambridge CB2 0XY, U.K
                [84 ] National Heart and Lung Institute, Imperial College London SW7 2AZ
                [85 ] Program in Genetics and Genome Biology, Hospital for Sick Children, Toronto, Canada, Dalla Lana School of Public Health, University of Toronto, Toronto, Canada M5T 3M7
                [86 ] Geriatric Rehabilitation Unit, Azienda Sanitaria Firenze (ASF), 50125, Florence, Italy
                [87 ] Department of Public Health, University of Helsinki, 00014 Helsinki, Finland
                [88 ] South Ostrobothnia Central Hospital, 60220 Seinäjoki, Finland
                [89 ] Department of Medicine and Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA
                [90 ] Diabetes Unit, Massachusetts General Hospital, Boston, Massachusetts 02114, USA
                [91 ] U872 Institut National de la Santét de la Recherche Médicale, Faculté de Médecine Paris Descartes, 15 rue de l’Ecole de Medé0cine, 75270 Paris Cedex, France
                [92 ] Institute of Health Sciences and Biocenter Oulu, Aapistie 1, FIN-90101, University of Oulu, Finland
                [93 ] Center for Statistical Genetics, Department of Biostatistics, University of Michigan, Ann Arbor, Michigan 48109 USA
                Author notes
                Correspondence to: Gonçalo Abecasis, Center for Statistical Genetics, Department of Biostatistics, University of Michigan School of Public Health, 1420 Washington Heights, Ann Arbor, MI 48109, Phone 734 763 4901, Fax 734 615 8322, Email: goncalo@ 123456umich.edu , Mark Caulfield, Clinical Pharmacology, William Harvey Research Institute, Barts and The London, Charterhouse Square, London, EC1M 6BQ, Tel: 02078823402, Fax: 02078823408, Email: m.j.caulfield@ 123456qmul.ac.uk , Patricia Munroe, Clinical Pharmacology, William Harvey Research Institute, Barts and The London, Charterhouse Square, London, EC1M 6BQ, Tel: 02078823410, Fax: 02078823408, email: p.b.munroe@ 123456qmul.ac.uk , Christopher Newton-Cheh, Center for Genetic Research, Cardiovascular Research Center, Massachusetts General Hospital, 185 Cambridge Street, CPZN 5.242, Boston, MA 02114, Tel: +1 617 643 3615, Fax: 617 249 0127, Email: cnewtoncheh@ 123456chgr.mgh.harvard.edu
                [94]

                These authors contributed equally.

                [95]

                These authors contributed equally.

                Article
                nihpa100619
                10.1038/ng.361
                2891673
                19430483
                edaa8cbe-abd5-47c1-b86f-d6e38816af4a
                History
                Funding
                Funded by: National Heart, Lung, and Blood Institute : NHLBI
                Award ID: R01 HL056931-04 ||HL
                Funded by: National Heart, Lung, and Blood Institute : NHLBI
                Award ID: R01 HL056931-03 ||HL
                Funded by: National Heart, Lung, and Blood Institute : NHLBI
                Award ID: R01 HL056931-02 ||HL
                Funded by: National Heart, Lung, and Blood Institute : NHLBI
                Award ID: K23 HL080025-04 ||HL
                Categories
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                Genetics
                Genetics

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