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Fowdar JY, Grealy R, Lu Y, Griffiths LR. A genome-wide association study of essential hypertension in an Australian population using a DNA pooling approach. Mol Genet Genomics 2016; 292:307-324. [PMID: 27866268 DOI: 10.1007/s00438-016-1274-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2016] [Accepted: 11/10/2016] [Indexed: 01/11/2023]
Abstract
Despite the success of genome-wide association studies (GWAS) in detecting genetic loci involved in complex traits, few susceptibility genes have been detected for essential hypertension (EH). We aimed to use pooled DNA GWAS approach to identify and validate novel genomic loci underlying EH susceptibility in an Australian case-control population. Blood samples and questionnaires detailing medical history, blood pressure, and prescribed medications were collected for 409 hypertensives and 409 age-, sex- and ethnicity-matched normotensive controls. Case and control DNA were pooled in quadruplicate and hybridized to Illumina 1 M-Duo arrays. Allele frequencies agreed with those reported in reference data and known EH association signals were represented in the top-ranked SNPs more frequently than expected by chance. Validation showed that pooled DNA GWAS gave reliable estimates of case and control allele frequencies. Although no markers reached Bonferroni-corrected genome-wide significance levels (5.0 × 10-8), the top marker rs34870220 near ASGR1 approached significance (p = 4.32 × 10-7), as did several candidate loci (p < 1 × 10-6) on chromosomes 2, 4, 6, 9, 12, and 17. Four markers (located in or near genes NHSL1, NKFB1, GLI2, and LRRC10) from the top ten ranked SNPs were individually genotyped in pool samples and were tested for association between cases and controls using the χ 2 test. Of these, rs1599961 (NFKB1) and rs12711538 (GLI2) showed significant difference between cases and controls (p < 0.01). Additionally, four top-ranking markers within NFKB1 were found to be in LD, suggesting a single strong association signal for this gene.
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Affiliation(s)
- Javed Y Fowdar
- School of Medical Science, Griffith University, Gold Coast, Australia
| | - Rebecca Grealy
- School of Medical Science, Griffith University, Gold Coast, Australia
| | - Yi Lu
- Genetic Epidemiology Department, Queensland Institute of Medical Research, Brisbane, Australia
| | - Lyn R Griffiths
- Genomics Research Centre, Institute of Health and Biomedical Innovation, School of Biomedical Sciences, Queensland University of Technology, 60 Musk Ave, Kelvin Grove, Brisbane, QLD, 4059, Australia.
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152
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Genome-wide association analyses using electronic health records identify new loci influencing blood pressure variation. Nat Genet 2016; 49:54-64. [PMID: 27841878 PMCID: PMC5370207 DOI: 10.1038/ng.3715] [Citation(s) in RCA: 241] [Impact Index Per Article: 26.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2016] [Accepted: 10/11/2016] [Indexed: 11/17/2022]
Abstract
Longitudinal electronic health records on 99,785 Genetic Epidemiology Research on Adult Health and Aging (GERA) cohort individuals provided 1,342,814 systolic and diastolic blood pressure measurements for a genome-wide association study on long-term average systolic, diastolic, and pulse pressure. We identified 39 novel among 75 significant loci (P≤5×10−8), most replicating in the combined International Consortium for Blood Pressure (ICBP, n=69,396) and UK Biobank (UKB, n=152,081) studies. Combining GERA with ICBP yielded 36 additional novel loci, most replicating in UKB. Combining all three studies (n=321,262) yielded 241 additional genome-wide significant loci, although for these no replication sample was available. All associated loci explained 2.9%/2.5%/3.1% of systolic/diastolic/pulse pressure variation in GERA non-Hispanic whites. Using multiple BP measurements in GERA doubled the variance explained. A normalized risk score was associated with time-to-onset of hypertension (hazards ratio=1.18, P=10−44). Expression quantitative trait locus analysis of BP loci showed enrichment in aorta and tibial artery.
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153
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Jepson RE, Warren HR, Syme HM, Elliott J, Munroe PB. Uromodulin gene variants and their association with renal function and blood pressure in cats: a pilot study. J Small Anim Pract 2016; 57:580-588. [DOI: 10.1111/jsap.12582] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2016] [Revised: 07/19/2016] [Accepted: 07/19/2016] [Indexed: 11/28/2022]
Affiliation(s)
- R. E. Jepson
- Department of Clinical Sciences and Services; Royal Veterinary College; Nr Hatfield Herts AL9 7TA
| | - H. R. Warren
- Barts and The London School of Medicine and Dentistry; Queen Mary University of London; London EC1M 6BQ
| | - H. M. Syme
- Department of Clinical Sciences and Services; Royal Veterinary College; Nr Hatfield Herts AL9 7TA
| | - J. Elliott
- Department of Comparative Biomedical Sciences; Royal Veterinary College; London NW1 0TU
| | - P. B. Munroe
- Barts and The London School of Medicine and Dentistry; Queen Mary University of London; London EC1M 6BQ
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154
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Ehret GB, Ferreira T, Chasman DI, Jackson AU, Schmidt EM, Johnson T, Thorleifsson G, Luan J, Donnelly LA, Kanoni S, Petersen AK, Pihur V, Strawbridge RJ, Shungin D, Hughes MF, Meirelles O, Kaakinen M, Bouatia-Naji N, Kristiansson K, Shah S, Kleber ME, Guo X, Lyytikäinen LP, Fava C, Eriksson N, Nolte IM, Magnusson PK, Salfati EL, Rallidis LS, Theusch E, Smith AJ, Folkersen L, Witkowska K, Pers TH, Joehanes R, Kim SK, Lataniotis L, Jansen R, Johnson AD, Warren H, Kim YJ, Zhao W, Wu Y, Tayo BO, Bochud M, CHARGE-EchoGen consortium, CHARGE-HF consortium, Wellcome Trust Case Control Consortium, Absher D, Adair LS, Amin N, Arking DE, Axelsson T, Baldassarre D, Balkau B, Bandinelli S, Barnes MR, Barroso I, Bevan S, Bis JC, Bjornsdottir G, Boehnke M, Boerwinkle E, Bonnycastle LL, Boomsma DI, Bornstein SR, Brown MJ, Burnier M, Cabrera CP, Chambers JC, Chang IS, Cheng CY, Chines PS, Chung RH, Collins FS, Connell JM, Döring A, Dallongeville J, Danesh J, de Faire U, Delgado G, Dominiczak AF, Doney AS, Drenos F, Edkins S, Eicher JD, Elosua R, Enroth S, Erdmann J, Eriksson P, Esko T, Evangelou E, Evans A, Fall T, Farrall M, Felix JF, Ferrières J, Ferrucci L, Fornage M, Forrester T, et alEhret GB, Ferreira T, Chasman DI, Jackson AU, Schmidt EM, Johnson T, Thorleifsson G, Luan J, Donnelly LA, Kanoni S, Petersen AK, Pihur V, Strawbridge RJ, Shungin D, Hughes MF, Meirelles O, Kaakinen M, Bouatia-Naji N, Kristiansson K, Shah S, Kleber ME, Guo X, Lyytikäinen LP, Fava C, Eriksson N, Nolte IM, Magnusson PK, Salfati EL, Rallidis LS, Theusch E, Smith AJ, Folkersen L, Witkowska K, Pers TH, Joehanes R, Kim SK, Lataniotis L, Jansen R, Johnson AD, Warren H, Kim YJ, Zhao W, Wu Y, Tayo BO, Bochud M, CHARGE-EchoGen consortium, CHARGE-HF consortium, Wellcome Trust Case Control Consortium, Absher D, Adair LS, Amin N, Arking DE, Axelsson T, Baldassarre D, Balkau B, Bandinelli S, Barnes MR, Barroso I, Bevan S, Bis JC, Bjornsdottir G, Boehnke M, Boerwinkle E, Bonnycastle LL, Boomsma DI, Bornstein SR, Brown MJ, Burnier M, Cabrera CP, Chambers JC, Chang IS, Cheng CY, Chines PS, Chung RH, Collins FS, Connell JM, Döring A, Dallongeville J, Danesh J, de Faire U, Delgado G, Dominiczak AF, Doney AS, Drenos F, Edkins S, Eicher JD, Elosua R, Enroth S, Erdmann J, Eriksson P, Esko T, Evangelou E, Evans A, Fall T, Farrall M, Felix JF, Ferrières J, Ferrucci L, Fornage M, Forrester T, Franceschini N, Duran OHF, Franco-Cereceda A, Fraser RM, Ganesh SK, Gao H, Gertow K, Gianfagna F, Gigante B, Giulianini F, Goel A, Goodall AH, Goodarzi MO, Gorski M, Gräßler J, Groves C, Gudnason V, Gyllensten U, Hallmans G, Hartikainen AL, Hassinen M, Havulinna AS, Hayward C, Hercberg S, Herzig KH, Hicks AA, Hingorani AD, Hirschhorn JN, Hofman A, Holmen J, Holmen OL, Hottenga JJ, Howard P, Hsiung CA, Hunt SC, Ikram MA, Illig T, Iribarren C, Jensen RA, Kähönen M, Kang H, Kathiresan S, Keating BJ, Khaw KT, Kim YK, Kim E, Kivimaki M, Klopp N, Kolovou G, Komulainen P, Kooner JS, Kosova G, Krauss RM, Kuh D, Kutalik Z, Kuusisto J, Kvaløy K, Lakka TA, Lee NR, Lee IT, Lee WJ, Levy D, Li X, Liang KW, Lin H, Lin L, Lindström J, Lobbens S, Männistö S, Müller G, Müller-Nurasyid M, Mach F, Markus HS, Marouli E, McCarthy MI, McKenzie CA, Meneton P, Menni C, Metspalu A, Mijatovic V, Moilanen L, Montasser ME, Morris AD, Morrison AC, Mulas A, Nagaraja R, Narisu N, Nikus K, O'Donnell CJ, O'Reilly PF, Ong KK, Paccaud F, Palmer CD, Parsa A, Pedersen NL, Penninx BW, Perola M, Peters A, Poulter N, Pramstaller PP, Psaty BM, Quertermous T, Rao DC, Rasheed A, Rayner NWN, Renström F, Rettig R, Rice KM, Roberts R, Rose LM, Rossouw J, Samani NJ, Sanna S, Saramies J, Schunkert H, Sebert S, Sheu WHH, Shin YA, Sim X, Smit JH, Smith AV, Sosa MX, Spector TD, Stančáková A, Stanton A, Stirrups KE, Stringham HM, Sundstrom J, Swift AJ, Syvänen AC, Tai ES, Tanaka T, Tarasov KV, Teumer A, Thorsteinsdottir U, Tobin MD, Tremoli E, Uitterlinden AG, Uusitupa M, Vaez A, Vaidya D, van Duijn CM, van Iperen EP, Vasan RS, Verwoert GC, Virtamo J, Vitart V, Voight BF, Vollenweider P, Wagner A, Wain LV, Wareham NJ, Watkins H, Weder AB, Westra HJ, Wilks R, Wilsgaard T, Wilson JF, Wong TY, Yang TP, Yao J, Yengo L, Zhang W, Zhao JH, Zhu X, Bovet P, Cooper RS, Mohlke KL, Saleheen D, Lee JY, Elliott P, Gierman HJ, Willer CJ, Franke L, Hovingh GK, Taylor KD, Dedoussis G, Sever P, Wong A, Lind L, Assimes TL, Njølstad I, Schwarz PEH, Langenberg C, Snieder H, Caulfield MJ, Melander O, Laakso M, Saltevo J, Rauramaa R, Tuomilehto J, Ingelsson E, Lehtimäki T, Hveem K, Palmas W, März W, Kumari M, Salomaa V, Chen YDI, Rotter JI, Froguel P, Jarvelin MR, Lakatta EG, Kuulasmaa K, Franks PW, Hamsten A, Wichmann HE, Palmer CN, Stefansson K, Ridker PM, Loos RJ, Chakravarti A, Deloukas P, Morris AP, Newton-Cheh C, Munroe PB. The genetics of blood pressure regulation and its target organs from association studies in 342,415 individuals. Nat Genet 2016; 48:1171-1184. [PMID: 27618452 PMCID: PMC5042863 DOI: 10.1038/ng.3667] [Show More Authors] [Citation(s) in RCA: 310] [Impact Index Per Article: 34.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2015] [Accepted: 08/15/2016] [Indexed: 02/02/2023]
Abstract
To dissect the genetic architecture of blood pressure and assess effects on target organ damage, we analyzed 128,272 SNPs from targeted and genome-wide arrays in 201,529 individuals of European ancestry, and genotypes from an additional 140,886 individuals were used for validation. We identified 66 blood pressure-associated loci, of which 17 were new; 15 harbored multiple distinct association signals. The 66 index SNPs were enriched for cis-regulatory elements, particularly in vascular endothelial cells, consistent with a primary role in blood pressure control through modulation of vascular tone across multiple tissues. The 66 index SNPs combined in a risk score showed comparable effects in 64,421 individuals of non-European descent. The 66-SNP blood pressure risk score was significantly associated with target organ damage in multiple tissues but with minor effects in the kidney. Our findings expand current knowledge of blood pressure-related pathways and highlight tissues beyond the classical renal system in blood pressure regulation.
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Affiliation(s)
- Georg B. Ehret
- Center for Complex Disease Genomics, McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
- Cardiology, Department of Medicine, Geneva University Hospital, Rue Gabrielle-Perret-Gentil 4, 1211 Geneva 14, Switzerland
| | - Teresa Ferreira
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
| | - Daniel I. Chasman
- Division of Preventive Medicine, Brigham and Women's Hospital, 900 Commonwealth Ave. East, Boston, MA 02215, USA
- Harvard Medical School, Boston, MA 02115, USA
| | - Anne U. Jackson
- Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109, USA
- Center for Statistical Genetics, University of Michigan, Ann Arbor, MI 48109, USA
| | - Ellen M. Schmidt
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109, USA
| | - Toby Johnson
- Clinical Pharmacology, William Harvey Research Institute, Queen Mary University of London, London, EC1M 6BQ, UK
- GlaxoSmithKline, Gunnels Wood Road, Stevenage SG1 2NY, UK
| | | | - Jian'an Luan
- MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK
| | - Lousie A. Donnelly
- Medical Research Institute, University of Dundee, Ninewells Hospital and Medical School, Dundee, DD1 9SY, UK
| | - Stavroula Kanoni
- William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Ann-Kristin Petersen
- Institute of Genetic Epidemiology, Helmholtz Zentrum München, Neuherberg 85764, Germany
| | - Vasyl Pihur
- Center for Complex Disease Genomics, McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Rona J. Strawbridge
- Cardiovascular Research Unit, Center for Molecular Medicine L8:03, Department of Medicine, Karolinska Institutet, 171 76 Stockholm, Sweden
- Center for Molecular Medicine, Karolinska University Hospital Solna, Stockholm, Sweden
| | - Dmitry Shungin
- Department of Public Health and Clinical Medicine, Umeå University, Sweden
- Department of Clinical Sciences, Genetic and Molecular Epidemiology Unit, Skåne University Hospital Malmö, SE-205 02 Malmö, Sweden
- Department of Odontology, Umeå University, Sweden
| | - Maria F. Hughes
- Centre of Excellence for Public Health, Queens University Belfast, Grosvenor Road, Belfast BT126JP, UK
| | - Osorio Meirelles
- Laboratory of Genetics, Intramural Research Program, National Institute on Aging, National Institutes of Health, Baltimore, Maryland 21224, USA
| | - Marika Kaakinen
- Department of Genomics of Common Disease, School of Public Health, Imperial College London, Hammersmith Hospital, London, UK
| | - Nabila Bouatia-Naji
- INSERM UMR970, Paris Cardiovascular Research Center PARCC, 56 rue Leblanc, 75015 Paris, France
- University Paris-Descartes, Sorbonne Paris Cité, 12 rue de l'Ecole de medicine, F-75006 Paris, France
| | - Kati Kristiansson
- National Institute for Health and Welfare, FI-00271 Helsinki, Finland
- Institute for Molecular Medicine Finland FIMM, University of Helsinki, 00290 Helsinki, Finland
| | - Sonia Shah
- Genetic Epidemiology Group, Dept. Epidemiology and Public Health, UCL, London, WC1E 6BT, UK
| | - Marcus E. Kleber
- Vth Department of Medicine, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany
| | - Xiuqing Guo
- Institute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, 1124 W. Carson Street, Torrance, CA 90502, USA
| | - Leo-Pekka Lyytikäinen
- Department of Clinical Chemistry, Fimlab Laboratories, Tampere 33520, Finland
- Department of Clinical Chemistry, University of Tampere School of Medicine, Tampere 33014, Finland
| | - Cristiano Fava
- University of Lund, Dept Internal Medicine, Malmo, SE 20502, Sweden
- University of Verona, Dept of Internal Medicine, Verona, Italy 37134
| | - Niclas Eriksson
- Uppsala University, Uppsala Clinical Research Center, SE-75185 Uppsala, Sweden
| | - Ilja M. Nolte
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
| | - Patrik K. Magnusson
- Dept of Medical Epidemiology and Biostatistics, Karolinska Institutet, Box 281, SE-171 77 Stockholm, Sweden
| | - Elias L. Salfati
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Loukianos S. Rallidis
- Second Department of Cardiology, Attikon Hospital, School of Medicine, University of Athens, Athens, Greece
| | - Elizabeth Theusch
- Children's Hospital Oakland Research Institute, Oakland, CA 94609, USA
| | - Andrew J.P. Smith
- Department of Cardiovascular Genetics, Institute of Cardiovascular Sciences, University College London, London WC1E 6JF, UK
| | - Lasse Folkersen
- Cardiovascular Research Unit, Center for Molecular Medicine L8:03, Department of Medicine, Karolinska Institutet, 171 76 Stockholm, Sweden
| | - Kate Witkowska
- Clinical Pharmacology, William Harvey Research Institute, Queen Mary University of London, London, EC1M 6BQ, UK
- NIHR Barts Cardiovascular Biomedical Research Unit, Queen Mary University of London, London, EC1M 6BQ, UK
| | - Tune H. Pers
- Division of Endocrinology, Boston Children's Hospital, Boston, MA 02115, USA
- Center for Basic and Translational Obesity Research, Boston Children's Hospital, Boston, MA 02115, USA
- Program in Medical and Population Genetics, Broad Institute, 7 Cambridge Center, Cambridge, MA 02142, USA
- Novo Nordisk Foundation Centre for Basic Metabolic Research, Section of Metabolic, Genetics, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, 2100, Denmark
- Department of Epidemiology Research, Statens Serum Institut, 2300, Copenhagen, Denmark
| | - Roby Joehanes
- National Heart, Lung and Blood Institute's Framingham Heart Study, Framingham, MA 01702, USA
| | - Stuart K. Kim
- Dept. Dev. Bio. And Genetics, Stanford University Medical Center, Stanford, CA 94305, USA
| | - Lazaros Lataniotis
- William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Rick Jansen
- Department of Psychiatry, VU University Medical Center, Amsterdam, The Netherlands
| | - Andrew D. Johnson
- National Heart, Lung and Blood Institute's Framingham Heart Study, Framingham, MA 01702, USA
- National Heart, Lung and Blood Institute, Cardiovascular Epidemiology and Human Genomics Branch, Bethesda, MD 20814, USA
| | - Helen Warren
- Clinical Pharmacology, William Harvey Research Institute, Queen Mary University of London, London, EC1M 6BQ, UK
- NIHR Barts Cardiovascular Biomedical Research Unit, Queen Mary University of London, London, EC1M 6BQ, UK
| | - Young Jin Kim
- Center for Genome Science, National Institute of Health, Osong Health Technology Administration Complex, Chungcheongbuk-do, Republic of Korea
| | - Wei Zhao
- Division of Translational Medicine and Human Genetics, Department of Medicine, University of Pennyslvania, USA
| | - Ying Wu
- Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Bamidele O. Tayo
- Department of Preventive Medicine and Epidemiology, Loyola University Chicago Stritch School of Medicine, Maywood, IL, 60153, USA
| | - Murielle Bochud
- Institute of Social and Preventive Medicine (IUMSP), Centre Hospitalier Universitaire Vaudois and University of Lausanne, Route de la Corniche 10, 1010 Lausanne, Switzerland
| | | | | | | | - Devin Absher
- HudsonAlpha Institute for Biotechnology, Huntsville, AL 35086, USA
| | - Linda S. Adair
- Department of Nutrition, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Najaf Amin
- Genetic Epidemiology Unit, Department of Epidemiology, Erasmus MC, Rotterdam, 3015CN, The Netherlands
| | - Dan E. Arking
- Center for Complex Disease Genomics, McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Tomas Axelsson
- Uppsala University, Department of Medical Sciences, SE-75185 Uppsala, Sweden
| | - Damiano Baldassarre
- Dipartimento di Scienze Farmacologiche e Biomolecolari, Università di Milano, Milan, Italy
- Centro Cardiologico Monzino, IRCCS, Milan, Italy
| | - Beverley Balkau
- INSERM Centre for Research in Epidemiology and Population Health, U1018, Villejuif, France University Paris-Sud, URMS 1018, Villejuif, France
| | | | - Michael R. Barnes
- William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK
- NIHR Barts Cardiovascular Biomedical Research Unit, Queen Mary University of London, London, EC1M 6BQ, UK
| | - Inês Barroso
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, CB10 1SA, Hinxton, UK
- University of Cambridge Metabolic Research Laboratories, Level 4, Institute of Metabolic Science Box 289 Addenbrookes Hospital Cambridge CB2 OQQ, UK
- NIHR Cambridge Biomedical Research Centre, Level 4, Institute of Metabolic Science Box 289 Addenbrookes Hospital Cambridge CB2 OQQ, UK
| | - Stephen Bevan
- School of Life Science, University of Lincoln, Joseph Banks Laboratories, Lincoln LN6 7DL, UK
| | - Joshua C. Bis
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA 98101, USA
| | | | - Michael Boehnke
- Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109, USA
- Center for Statistical Genetics, University of Michigan, Ann Arbor, MI 48109, USA
| | - Eric Boerwinkle
- Human Genetics Center, School of Public Health, University of Texas Health Science Center at Houston, 1200 Pressler St., Suite 453E, Houston, TX 77030, USA
| | - Lori L. Bonnycastle
- Medical Genomics and Metabolic Genetics Branch, National Human Genome Research Institute, NIH, Bethesda, MD 20892, USA
| | - Dorret I. Boomsma
- Department of Biological Psychology, VU University, Amsterdam, The Netherlands
| | - Stefan R. Bornstein
- Dept of Medicine III, University of Dresden, Medical Faculty Carl Gustav Carus, Fetscherstrasse 74, 01307 Dresden, Germany
| | - Morris J. Brown
- The Barts Heart Centre, William Harvey Research Institute, Queen Mary University of London, London EC1M 6BQ, UK
| | - Michel Burnier
- Nephrology, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Bugnon 17, 1005 Lausanne, Switzerland
| | - Claudia P. Cabrera
- Clinical Pharmacology, William Harvey Research Institute, Queen Mary University of London, London, EC1M 6BQ, UK
- NIHR Barts Cardiovascular Biomedical Research Unit, Queen Mary University of London, London, EC1M 6BQ, UK
| | - John C. Chambers
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, Norfolk Place, London W2 1PG, UK
- Department of Cardiology, Ealing Hospital NHS Trust, Uxbridge Road, Southall, Middlesex UB1 3EU, UK
- Imperial College Healthcare NHS Trust, London, UK
| | - I-Shou Chang
- National Institute of Cancer Research, National Health Research Institutes. 35 Keyan Rd., Zhunan Town, Miaoli County 350, Taiwan
| | - Ching-Yu Cheng
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 168751, Singapore
- Duke-NUS Graduate Medical School Singapore, Singapore 169857, Singapore
- Department of Ophthalmology, National University of Singapore and National University Health System, Singapore 119228
| | - Peter S. Chines
- Medical Genomics and Metabolic Genetics Branch, National Human Genome Research Institute, NIH, Bethesda, MD 20892, USA
| | - Ren-Hua Chung
- Division of Biostatistics and Bioinformatics, Institute of Population Health Sciences, National Health Research Institutes. 35 Keyan Rd., Zhunan Town, Miaoli County 350, Taiwan
| | - Francis S. Collins
- Medical Genomics and Metabolic Genetics Branch, National Human Genome Research Institute, NIH, Bethesda, MD 20892, USA
| | - John M. Connell
- University of Dundee, Ninewells Hospital and Medical School, Dundee, DD1 9SY, UK
| | - Angela Döring
- Institute of Epidemiology I, Helmholtz Zentrum München, Neuherberg 85764, Germany
- Institute of Epidemiology II, Helmholtz Zentrum München, Neuherberg 85764, Germany
| | | | - John Danesh
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, CB10 1SA, Hinxton, UK
- Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
- NIHR Blood and Transplant Research Unit in Donor Health and Genomics, Department of Public Health and Primary Care, University of Cambridge, Cambridge CB1 8RN, UK
| | - Ulf de Faire
- Division of Cardiovascular Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Graciela Delgado
- Vth Department of Medicine, Medical Faculty Mannheim, Heidelberg University, Theodor-Kutzer-Ufer 1-3, 68167 Mannheim, Germany
| | - Anna F. Dominiczak
- BHF Glasgow Cardiovascular Research Centre, Institute of Cardiovascular and Medical Sciences, University of Glasgow, 126 University Place, Glasgow, G12 8QT, UK
| | - Alex S.F. Doney
- Medical Research Institute, University of Dundee, Ninewells Hospital and Medical School, Dundee, DD1 9SY, UK
| | - Fotios Drenos
- Department of Cardiovascular Genetics, Institute of Cardiovascular Sciences, University College London, London WC1E 6JF, UK
| | - Sarah Edkins
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, CB10 1SA, Hinxton, UK
| | - John D. Eicher
- National Heart, Lung and Blood Institute's Framingham Heart Study, Framingham, MA 01702, USA
- National Heart, Lung and Blood Institute, Cardiovascular Epidemiology and Human Genomics Branch, Bethesda, MD 20814, USA
| | - Roberto Elosua
- Cardiovascular Epidemiology and Genetics. IMIM (Institut Hospital del Mar d'Investigacions Mèdiques), Barcelona, Spain
| | - Stefan Enroth
- Department of Immunology, Genetics and Pathology, University of Uppsala, Box 815, Biomerical center, 751 08 Uppsala, Sweden
- Science for Life Laboratory, University of Uppsala, Box 815, Biomerical center, 751 08 Uppsala, Sweden
| | - Jeanette Erdmann
- Institut für Integrative und Experimentelle Genomik, Universiät zu Lübeck, RatzeburgerAllee 160, 23538 Lübeck, Germany
- Deutsches Zentrum für Herz-Kreislauf-Forschung (DZHK), partner site Hamburg, Kiel, Lübeck, Universität zu Lübeck, Lübeck, Germany
| | - Per Eriksson
- Cardiovascular Research Unit, Center for Molecular Medicine L8:03, Department of Medicine, Karolinska Institutet, 171 76 Stockholm, Sweden
| | - Tonu Esko
- Estonian Genome Center, University of Tartu, Tartu, 51010, Estonia
- Divisions of Endocrinology/Children's Hospital, Boston, MA 02115, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02139 USA
| | - Evangelos Evangelou
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, Norfolk Place, London W2 1PG, UK
- Department of Hygiene and Epidemiology, University of Ioannina Medical School, Ioannina, 45110, Greece
| | - Alun Evans
- Centre of Excellence for Public Health, Queens University Belfast, Grosvenor Road, Belfast BT126JP, UK
| | - Tove Fall
- Department of Medical Sciences, Molecular Epidemiology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Martin Farrall
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, OX3 9DU, UK
| | - Janine F. Felix
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, P.O.Box 2040, 3000 CA Rotterdam, The Netherlands
| | - Jean Ferrières
- Toulouse University School of Medicine, Rangueil University Hospital, INSERM UMR1027, Toulouse, France
| | - Luigi Ferrucci
- Translational Gerontology Branch, National Institute on Aging, Baltimore MD, USA
| | - Myriam Fornage
- Institute of Molecular Medicine, University of Texas Health Science Center at Houston, TX, USA
| | - Terrence Forrester
- Tropical Metabolism Research Unit, Tropical Medicine Research Institute, University of the West Indies, Mona, Kingston 7, Jamaica
| | - Nora Franceschini
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Oscar H. Franco Duran
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, P.O.Box 2040, 3000 CA Rotterdam, The Netherlands
| | - Anders Franco-Cereceda
- Department of Hygiene and Epidemiology, University of Ioannina Medical School, Ioannina, 45110, Greece
| | - Ross M. Fraser
- Institute for Population Health Sciences and Informatics, University of Edinburgh, Teviot Place, Edinburgh, EH8 9AG, Scotland
- Synpromics Ltd, 9 Bioquarter, Little France Road, Edinburgh, EH16 4UX, Scotland
| | - Santhi K. Ganesh
- University of Michigan Medical School, 7220 MSRB III, Ann Arbor MI 48109, USA
| | - He Gao
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, Norfolk Place, London W2 1PG, UK
| | - Karl Gertow
- Cardiovascular Research Unit, Center for Molecular Medicine L8:03, Department of Medicine, Karolinska Institutet, 171 76 Stockholm, Sweden
- Center for Molecular Medicine, Karolinska University Hospital Solna, Stockholm, Sweden
| | - Francesco Gianfagna
- EPIMED Research Centre - Epidemiology and Preventive Medicine, Department of Clinical and Experimental Medicine, University of Insubria, Varese, Italy
- Department of Epidemiology and Prevention, IRCCS Istituto Neurologico Mediterraneo NEUROMED, 86077 Pozzilli, Italy
| | - Bruna Gigante
- Division of Cardiovascular Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Franco Giulianini
- Division of Preventive Medicine, Brigham and Women's Hospital, 900 Commonwealth Ave. East, Boston, MA 02215, USA
| | - Anuj Goel
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, OX3 9DU, UK
| | - Alison H. Goodall
- Department of Cardiovascular Sciences, University of Leicester, Glenfield Hospital, Leicester LE3 9QP, UK
- National Institute for Health Research Leicester Cardiovascular Biomedical Research Unit, Glenfield Hospital, Leicester LE3 9QP, UK
| | - Mark O. Goodarzi
- Division of Endocrinology, Diabetes and Metabolism, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Mathias Gorski
- Department of Genetic Epidemiology, Institute of Epidemiology and Preventive Medicine, University of Regensburg, Franz-Josef-Strauss-Allee 11, 93053 Regensburg, Germany
- Department of Nephrology, University Hospital Regensburg, Franz-Josef-Strauss-Allee 11, 93053 Regensburg, Germany
| | - Jürgen Gräßler
- Department of Medicine III, Division Pathobiochemistry, Technische Universität Dresden, Dresden, Germany
| | - Christopher Groves
- Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, UK
| | - Vilmundur Gudnason
- Icelandic Heart Association, Kopavogur, Iceland
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | - Ulf Gyllensten
- Department of Immunology, Genetics and Pathology, University of Uppsala, Box 815, Biomerical center, 751 08 Uppsala, Sweden
- Science for Life Laboratory, University of Uppsala, Box 815, Biomerical center, 751 08 Uppsala, Sweden
| | - Göran Hallmans
- Department of Public Health and Clinical Medicine, Umeå University, Sweden
| | - Anna-Liisa Hartikainen
- Institute of Clinical Medicine/Obstetrics and Gynaecology, University of Oulu, Oulu, Finland
- Medical Research Center, Oulu University Hospital, Oulu, Finland
| | - Maija Hassinen
- Kuopio Research Institute of Exercise Medicine, Kuopio, Finland
| | - Aki S. Havulinna
- National Institute for Health and Welfare, FI-00271 Helsinki, Finland
| | - Caroline Hayward
- Institute of Genetics and Molecular Medicine, Western General Hospital, Edinburgh, EH4 2XU Scotland, UK
| | - Serge Hercberg
- UREN, INSERM U557, INRA U1125, CNAM, SMBH, Sorbonne Paris Cité, Université Paris 13, Bobigny, France
| | - Karl-Heinz Herzig
- Institute of Biomedicine, University of Oulu, Medical Research Center Oulu and Oulu University Hospital, Finland
- Biocenter Oulu, P.O.Box 5000, Aapistie 5A, FI-90014 University of Oulu, Finland
- Department of Gastroenterology and Metabolism, Poznan University of Medical Sciences, Poznan, Poland
| | - Andrew A. Hicks
- Center for Biomedicine, European Academy Bozen/Bolzano (EURAC), Bolzano, 39100, Italy - affiliated institute of the University of Lübeck, Germany
| | - Aroon D. Hingorani
- Genetic Epidemiology Group, Dept. Epidemiology and Public Health, UCL, London, WC1E 6BT, UK
| | - Joel N. Hirschhorn
- Division of Endocrinology, Boston Children's Hospital, Boston, MA 02115, USA
- Center for Basic and Translational Obesity Research, Boston Children's Hospital, Boston, MA 02115, USA
- Program in Medical and Population Genetics, Broad Institute, 7 Cambridge Center, Cambridge, MA 02142, USA
- Department of Genetics, Harvard Medical School, Boston, 02115, USA
| | - Albert Hofman
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, P.O.Box 2040, 3000 CA Rotterdam, The Netherlands
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Jostein Holmen
- HUNT Research Centre, Department of Public Health and General Practice, Norwegian University of Science and Technology, 7600 Levanger, Norway
| | - Oddgeir Lingaas Holmen
- HUNT Research Centre, Department of Public Health and General Practice, Norwegian University of Science and Technology, 7600 Levanger, Norway
- St. Olav Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Jouke-Jan Hottenga
- Department of Biological Psychology, VU University, Amsterdam, The Netherlands
| | - Phil Howard
- Department of Cardiovascular Genetics, Institute of Cardiovascular Sciences, University College London, London WC1E 6JF, UK
| | - Chao A. Hsiung
- Division of Biostatistics and Bioinformatics, Institute of Population Health Sciences, National Health Research Institutes. 35 Keyan Rd., Zhunan Town, Miaoli County 350, Taiwan
| | - Steven C. Hunt
- Cardiovascular Genetics Division, University of Utah School of Medicine, Salt Lake City, Utah, USA
- Department of Genetic Medicine, Weill Cornell Medical College Qatar, Doha, Qatar
| | - M. Arfan Ikram
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, P.O.Box 2040, 3000 CA Rotterdam, The Netherlands
- Department of Radiology, Erasmus MC, The Netherlands
- Department of Neurology, Erasmus MC, University Medical Center Rotterdam, P.O.Box 2040, 3000 CA Rotterdam, The Netherlands
| | - Thomas Illig
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, Neuherberg 85764, Germany
- Hannover Unified Biobank, Hannover Medical School, Hannover 30625, Germany
- Hannover Medical School, Institute for Human Genetics, Carl-Neuberg-Strasse 1, 30625 Hanover, Germany
| | | | - Richard A. Jensen
- Human Genetics Center, School of Public Health, University of Texas Health Science Center at Houston, 1200 Pressler St., Suite 453E, Houston, TX 77030, USA
- Department of Medicine, University of Washington, Seattle, Washington 98101, USA
| | - Mika Kähönen
- Department of Clinical Physiology, Tampere University Hospital, Tampere 33521, Finland
| | - Hyun Kang
- Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109, USA
- Center for Statistical Genetics, University of Michigan, Ann Arbor, MI 48109, USA
| | - Sekar Kathiresan
- Program in Medical and Population Genetics, Broad Institute, 7 Cambridge Center, Cambridge, MA 02142, USA
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA 02114, USA
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA 02114, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Cardiology Division, Department of Medicine, Massachusetts General Hospital
| | - Brendan J. Keating
- Division of Transplantation, Department of Surgery, University of Pennsylvania, PA 19104 USA
- Department of Pediatrics, University of Pennsylvania, Philadelphia, PA, USA
| | - Kay-Tee Khaw
- Department of Public Health and Primary Care, Institute of Public Health, University of Cambridge, Cambridge CB2 2SR, UK
| | - Yun Kyoung Kim
- Center for Genome Science, National Institute of Health, Osong Health Technology Administration Complex, Chungcheongbuk-do, Republic of Korea
| | - Eric Kim
- Institute for Translational Genomics and Population Sciences, Department of Pediatrics, LABioMed at Harbor-UCLA Medical Center, 1124 W. Carson Street, Torrance, CA 90502, USA
| | - Mika Kivimaki
- Genetic Epidemiology Group, Dept. Epidemiology and Public Health, UCL, London, WC1E 6BT, UK
| | - Norman Klopp
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, Neuherberg 85764, Germany
- Hannover Unified Biobank, Hannover Medical School, Hannover 30625, Germany
| | - Genovefa Kolovou
- 1st Cardiology Department, Onassis Cardiac Surgery Center 356, Sygrou Ave, Athens, Greece
| | | | - Jaspal S. Kooner
- Department of Cardiology, Ealing Hospital NHS Trust, Uxbridge Road, Southall, Middlesex UB1 3EU, UK
- Imperial College Healthcare NHS Trust, London, UK
- National Heart and Lung Institute, Imperial College London, Hammersmith Hospital Campus, Ducane Road, London W12 0NN, UK
| | - Gulum Kosova
- Broad Institute of Harvard and MIT, Cambridge, MA 02139 USA
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA 02114, USA
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Ronald M. Krauss
- Department of Medicine, Children's Hospital Oakland Research Institute, Oakland, CA 94609, USA
| | - Diana Kuh
- MRC Unit for Lifelong Health and Ageing at UCL, London, WC1B 5JU, UK
| | - Zoltan Kutalik
- Department of Medical Genetics, University of Lausanne, Lausanne, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Johanna Kuusisto
- Department of Medicine, University of Eastern Finland and Kuopio University Hospital, 70210 Kuopio, Finland
| | - Kirsti Kvaløy
- HUNT Research Centre, Department of Public Health and General Practice, Norwegian University of Science and Technology, 7600 Levanger, Norway
| | - Timo A Lakka
- Kuopio Research Institute of Exercise Medicine, Kuopio, Finland
- Institute of Biomedicine/Physiology, University of Eastern Finland, Kuopio Campus, Finland
- Department of Clinical Physiology and Nuclear Medicine, Kuopio University Hospital, Kuopio, Finland
| | - Nanette R. Lee
- Office of Population Studies Foundation Inc., Talamban, Cebu City, 6000, Philippines
- Department of Anthropology, Sociology, and History, University of San Carlos, Talamban, Cebu City, 6000, Philippines
| | - I-Te Lee
- Division of Endocrine and Metabolism, Department of Internal Medicine, Chichung Veterans General Hospital, Taichung 40705, Taiwan
- School of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Wen-Jane Lee
- Department of Medical Research, Taichung Veterans General Hospital, Taichung 407, Taiwan
| | - Daniel Levy
- National Heart, Lung and Blood Institute's Framingham Heart Study, Framingham, MA 01702, USA
- Population Sciences Branch, National Heart Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Xiaohui Li
- Institute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, 1124 W. Carson Street, Torrance, CA 90502, USA
| | - Kae-Woei Liang
- Cardiovascular Center, Taichung Veterans General Hospital, Taichung, 40705, Taiwan
- Institute of Clinical Medicine, National Yang Ming University School of Medicine, Taipei 112, Taiwan
| | - Honghuang Lin
- National Heart, Lung and Blood Institute's Framingham Heart Study, Framingham, MA 01702, USA
- Section of Computational Biomedicine, Department of Medicine, Boston University School of Medicine, Boston, 02446 MA, USA
| | - Li Lin
- Cardiology, Department of Medicine, Geneva University Hospital, Rue Gabrielle-Perret-Gentil 4, 1211 Geneva 14, Switzerland
| | - Jaana Lindström
- National Institute for Health and Welfare, FI-00271 Helsinki, Finland
| | - Stéphane Lobbens
- European Genomic Institute for Diabetes (EGID), FR 3508 Lille, France
- Centre National de la Recherche Scientifique (CNRS) UMR 8199, Lille Pasteur Institute, 1 rue du Prof Calmette, 59019 Lille Cedex, France
- Lille 2 University, Lille, France
| | - Satu Männistö
- National Institute for Health and Welfare, FI-00271 Helsinki, Finland
| | - Gabriele Müller
- Center for Evidence-based Healthcare, University of Dresden, Medical Faculty Carl Gustav Carus, Fetscherstrasse 74, 01307 Dresden, Germany
| | - Martina Müller-Nurasyid
- Institute of Genetic Epidemiology, Helmholtz Zentrum München, Neuherberg 85764, Germany
- Department of Medicine I, University Hospital Grosshadern, Ludwig-Maximilians University, Munich, Germany
- Institute of Medical Informatics, Biometry and Epidemiology, Chair of Epidemiology, Ludwig-Maximilians-Universität, München 81377, Germany
| | - François Mach
- Cardiology, Department of Medicine, Geneva University Hospital, Rue Gabrielle-Perret-Gentil 4, 1211 Geneva 14, Switzerland
| | - Hugh S. Markus
- Neurology Unit, University of Cambridge, R3, Box 83, Cambridge Biomedical Campus, Cambridge, Cb2 0QQ, UK
| | - Eirini Marouli
- William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK
- Department of Dietetics-Nutrition, Harokopio University, 70 El. Venizelou Str, Athens, Greece
| | - Mark I. McCarthy
- Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, UK
| | - Colin A. McKenzie
- Tropical Metabolism Research Unit, Tropical Medicine Research Institute, University of the West Indies, Mona, Kingston 7, Jamaica
| | - Pierre Meneton
- INSERM U1142 LIMICS, UMR_S 1142 Sorbonne Universités, UPMC Université Paris 06, Université Paris 13, Paris, France
| | - Cristina Menni
- Department of Twin Research and Genetic Epidemiology, King's College London, London, UK
| | - Andres Metspalu
- Estonian Genome Center, University of Tartu, Tartu, 51010, Estonia
| | - Vladan Mijatovic
- Department of Life and Reproduction Sciences, University of Verona, Strada le Grazie 8, 37134 Verona, Italy
| | - Leena Moilanen
- Department of Medicine, Kuopio University Hospital, Kuopio, Finland
- Unit of General Practice, Oulu University Hospital, Oulu, Finland
| | - May E. Montasser
- Department of Medicine, Program for Personalized and Genomic Medicine, University of Maryland, School of Medicine, Baltimore, Maryland 21201, USA
| | - Andrew D. Morris
- Medical Research Institute, University of Dundee, Ninewells Hospital and Medical School, Dundee, DD1 9SY, UK
| | - Alanna C. Morrison
- Department of Epidemiology, Human Genetics and Environmental Sciences, School of Public Health, University of Texas Health Science Center at Houston, 1200 Pressler St., Suite 453E, Houston, TX 77030, USA
| | - Antonella Mulas
- Istituto di Ricerca Genetica e Biomedica (IRGB), Consiglio Nazionale delle Ricerche, c/o Cittadella Universitaria di Monseratto, Monserrato, Cagliari 09042, Italy
| | - Ramaiah Nagaraja
- Laboratory of Genetics, Intramural Research Program, National Institute on Aging, National Institutes of Health, Baltimore, Maryland 21224, USA
| | - Narisu Narisu
- Medical Genomics and Metabolic Genetics Branch, National Human Genome Research Institute, NIH, Bethesda, MD 20892, USA
| | - Kjell Nikus
- Department of Cardiology, School of Medicine, University of Tampere, Tampere 33014, Finland
- School of Medicine, University of Tampere, Tampere 33014, Finland
| | - Christopher J. O'Donnell
- National Heart, Lung and Blood Institute's Framingham Heart Study, Framingham, MA 01702, USA
- Cardiology Division, Department of Medicine, Massachusetts General Hospital
- National Heart, Lung and Blood Institute, Division of Intramural Research, Bethesda, MD, USA
| | - Paul F. O'Reilly
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London SE5 8AF, UK
| | - Ken K. Ong
- MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK
| | - Fred Paccaud
- Institute of Social and Preventive Medicine (IUMSP), Centre Hospitalier Universitaire Vaudois and University of Lausanne, Route de la Corniche 10, 1010 Lausanne, Switzerland
| | - Cameron D. Palmer
- Program in Medical and Population Genetics, Broad Institute, 7 Cambridge Center, Cambridge, MA 02142, USA
- Divisions of Endocrinology, Children's Hospital Boston, Massachusetts 02115, USA
- Genetics and Program in Genomics, Children's Hospital Boston, Massachusetts 02115, USA
| | - Afshin Parsa
- Department of Medicine, Program for Personalized and Genomic Medicine, University of Maryland, School of Medicine, Baltimore, Maryland 21201, USA
| | - Nancy L. Pedersen
- Dept of Medical Epidemiology and Biostatistics, Karolinska Institutet, Box 281, SE-171 77 Stockholm, Sweden
| | - Brenda W. Penninx
- Department of Psychiatry, EMGO Institute, Neuroscience Campus, VU University Medical Centre, Van der Boechorststraat 7, 1081 BT Amsterdam, The Netherlands
- Department of Psychiatry, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
- Department of Psychiatry, Leiden University Medical Centre, P.O. Box 9600, 2300 RC Leiden, The Netherlands
| | - Markus Perola
- National Institute for Health and Welfare, FI-00271 Helsinki, Finland
- Institute for Molecular Medicine Finland FIMM, University of Helsinki, 00290 Helsinki, Finland
- Estonian Genome Center, University of Tartu, Tartu, 51010, Estonia
| | - Annette Peters
- Institute of Epidemiology II, Helmholtz Zentrum München, Neuherberg 85764, Germany
| | - Neil Poulter
- International Centre for Circulatory Health, Imperial College London, W2 1PG, UK
| | - Peter P. Pramstaller
- Center for Biomedicine, European Academy Bozen/Bolzano (EURAC), Bolzano, 39100, Italy - affiliated institute of the University of Lübeck, Germany
- Department of Neurology, General Central Hospital, Bolzano, 39100, Italy
- Department of Neurology, University of Lübeck, Lübeck, Germany
| | - Bruce M. Psaty
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA 98101, USA
- Department of Epidemiology, University of Washington, Seattle, WA, USA
- Department of Health Services, University of Washington, Seattle, WA
- Group Health Research Institute, Group Health Cooperative, Seattle, WA
| | - Thomas Quertermous
- Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Dabeeru C. Rao
- Division of Biostatistics, Washington University School of Medicine, Saint Louis, MO, 63110, USA
| | - Asif Rasheed
- Center for Non-Communicable Diseases, Karachi, Pakistan
| | - N William N.W.R. Rayner
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, CB10 1SA, Hinxton, UK
- Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, UK
| | - Frida Renström
- Department of Public Health and Clinical Medicine, Umeå University, Sweden
- Department of Clinical Sciences, Genetic and Molecular Epidemiology Unit, Skåne University Hospital Malmö, SE-205 02 Malmö, Sweden
- Department of Nutrition, Harvard School of Public Health, Boston, MA, USA
| | - Rainer Rettig
- Institute of Physiology, University Medicine Greifswald, Greifswald, Germany
| | - Kenneth M. Rice
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Robert Roberts
- University of Ottawa Heart Institute, Cardiovascular Research Methods Centre Ontario, Canada
- Ruddy Canadian Cardiovascular Genetics Centre, Ontario, Canada
| | - Lynda M. Rose
- Division of Preventive Medicine, Brigham and Women's Hospital, 900 Commonwealth Ave. East, Boston, MA 02215, USA
| | - Jacques Rossouw
- National Heart, Lung, and Blood Institute, 6701 Rockledge Ave., Bethesda, MD 20892, USA
| | - Nilesh J. Samani
- Department of Cardiovascular Sciences, University of Leicester, Glenfield Hospital, Leicester LE3 9QP, UK
- Leicester NIHR Biomedical Research Unit in Cardiovascular Disease, Glenfield Hospital, Leicester LE3 9QP, UK
| | - Serena Sanna
- Istituto di Ricerca Genetica e Biomedica (IRGB), Consiglio Nazionale delle Ricerche, c/o Cittadella Universitaria di Monseratto, Monserrato, Cagliari 09042, Italy
| | | | - Heribert Schunkert
- Deutsches Herzzentrum München, Germany
- Technische Universität München, Germany
- Deutsches Zentrum für Herz-Kreislauf-Forschung (DZHK), München, Germany
- Munich Heart Alliance, Germany
| | - Sylvain Sebert
- Biocenter Oulu, P.O.Box 5000, Aapistie 5A, FI-90014 University of Oulu, Finland
- Department of Clinical Physiology and Nuclear Medicine, Kuopio University Hospital, Kuopio, Finland
- Center For Life-course Health Research, P.O.Box 5000, FI-90014 University of Oulu, Finland
| | - Wayne H.-H. Sheu
- Division of Endocrine and Metabolism, Department of Internal Medicine, Chichung Veterans General Hospital, Taichung 40705, Taiwan
- School of Medicine, National Yang-Ming University, Taipei, Taiwan
- College of Medicine, National Defense Medical Center, Taipei, Taiwan
| | - Young-Ah Shin
- Center for Genome Science, National Institute of Health, Osong Health Technology Administration Complex, Chungcheongbuk-do, Republic of Korea
| | - Xueling Sim
- Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109, USA
- Center for Statistical Genetics, University of Michigan, Ann Arbor, MI 48109, USA
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore 117597
| | - Johannes H. Smit
- Department of Psychiatry, EMGO Institute, Neuroscience Campus, VU University Medical Centre, Van der Boechorststraat 7, 1081 BT Amsterdam, The Netherlands
| | - Albert V. Smith
- Icelandic Heart Association, Kopavogur, Iceland
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | - Maria X. Sosa
- Center for Complex Disease Genomics, McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Tim D. Spector
- Department of Twin Research and Genetic Epidemiology, King's College London, London, UK
| | - Alena Stančáková
- University of Eastern Finland and Kuopio University Hospital, 70210 Kuopio, Finland
| | - Alice Stanton
- Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Dublin 4, Ireland
| | - Kathleen E. Stirrups
- William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK
- Department of Haematology, University of Cambridge, Cambridge, UK
| | - Heather M. Stringham
- Department of Biostatistics, University of Michigan, Ann Arbor, MI 48109, USA
- Center for Statistical Genetics, University of Michigan, Ann Arbor, MI 48109, USA
| | - Johan Sundstrom
- Uppsala University, Department of Medical Sciences, SE-75185 Uppsala, Sweden
| | - Amy J. Swift
- Medical Genomics and Metabolic Genetics Branch, National Human Genome Research Institute, NIH, Bethesda, MD 20892, USA
| | | | - E-Shyong Tai
- Duke-NUS Graduate Medical School Singapore, Singapore 169857, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore 117597
- Department of Medicine, National University of Singapore and National University Health System, Singapore 119228, Singapore
| | - Toshiko Tanaka
- Translational Gerontology Branch, National Institute on Aging, Baltimore MD, USA
| | - Kirill V. Tarasov
- Laboratory of Cardiovascular Science, Intramural Research Program, National Institute on Aging, National Institutes of Health, Baltimore, Maryland, 21224, USA
| | - Alexander Teumer
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
| | - Unnur Thorsteinsdottir
- deCODE Genetics/Amgen, Inc., Reykjavik, Iceland
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | - Martin D. Tobin
- Department of Health Sciences, University of Leicester, University Rd, Leicester LE1 7RH, UK
| | - Elena Tremoli
- Dipartimento di Scienze Farmacologiche e Biomolecolari, Università di Milano, Milan, Italy
- Centro Cardiologico Monzino, IRCCS, Milan, Italy
| | - Andre G. Uitterlinden
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, P.O.Box 2040, 3000 CA Rotterdam, The Netherlands
- Department of internal medicine, Erasmus MC, Rotterdam, 3000CA, The Netherlands
| | - Matti Uusitupa
- Department of Public Health and Clinical Nutrition, University of Eastern Finland, Finland
- Research Unit, Kuopio University Hospital, Kuopio, Finland
| | - Ahmad Vaez
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
- Research Institute for Primordial Prevention of Non-communicable Disease, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Dhananjay Vaidya
- Johns Hopkins Medical Institutions, 1830 East Monument St., Baltimore, MD 21287, USA
| | - Cornelia M. van Duijn
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, P.O.Box 2040, 3000 CA Rotterdam, The Netherlands
- Centre of Medical Systems Biology (CMSB 1-2), NGI Erasmus Medical Center, Rotterdam, The Netherlands
| | - Erik P.A. van Iperen
- Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Academic Medical Center, Amsterdam, The Netherlands
- Durrer Center for Cardiogenetic Research, ICIN-Netherlands Heart Institute, Utrecht, The Netherlands
| | - Ramachandran S. Vasan
- National Heart, Lung and Blood Institute's Framingham Heart Study, Framingham, MA 01702, USA
- Section of Preventive medicine, Department of Medicine, Boston University School of Medicine, Boston, 02446 MA, USA
- Cardiology, Department of Medicine, Boston University School of Medicine, Boston, 02446 MA, USA
| | - Germaine C. Verwoert
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, P.O.Box 2040, 3000 CA Rotterdam, The Netherlands
| | - Jarmo Virtamo
- National Institute for Health and Welfare, FI-00271 Helsinki, Finland
| | - Veronique Vitart
- Institute of Genetics and Molecular Medicine, Western General Hospital, Edinburgh, EH4 2XU Scotland, UK
| | - Benjamin F. Voight
- Program in Medical and Population Genetics, Broad Institute, 7 Cambridge Center, Cambridge, MA 02142, USA
- Department of Pharmacology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Peter Vollenweider
- Department of Internal medicine, University Hospital Lausanne, Lausanne, Switzerland
| | - Aline Wagner
- Department of Epidemiology and Public Health, EA3430, University of Strasbourg, Strasbourg, France
| | - Louise V. Wain
- Department of Health Sciences, University of Leicester, University Rd, Leicester LE1 7RH, UK
| | - Nicholas J. Wareham
- MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK
| | - Hugh Watkins
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, OX3 9DU, UK
| | - Alan B. Weder
- Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Harm-Jan Westra
- University Medical Center Groningen, University of Groningen, Groningen, 9700RB, The Netherlands
| | - Rainford Wilks
- Epidemiology Research Unit, Tropical Medicine Research Institute, University of the West Indies, Mona, Kingston 7, Jamaica
| | - Tom Wilsgaard
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, Tromsø, Norway
- Department of Clinical Medicine, Faculty of Health Sciences, University of Tromsø, Tromsø, Norway
| | - James F. Wilson
- Institute for Population Health Sciences and Informatics, University of Edinburgh, Teviot Place, Edinburgh, EH8 9AG, Scotland
- Institute of Genetics and Molecular Medicine, Western General Hospital, Edinburgh, EH4 2XU Scotland, UK
| | - Tien Y. Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore 168751, Singapore
- Duke-NUS Graduate Medical School Singapore, Singapore 169857, Singapore
- Department of Ophthalmology, National University of Singapore and National University Health System, Singapore 119228
| | - Tsun-Po Yang
- William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK
- MRC Cancer Unit, University of Cambridge, Cambridge, UK
| | - Jie Yao
- Institute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, 1124 W. Carson Street, Torrance, CA 90502, USA
| | - Loic Yengo
- European Genomic Institute for Diabetes (EGID), FR 3508 Lille, France
- Centre National de la Recherche Scientifique (CNRS) UMR 8199, Lille Pasteur Institute, 1 rue du Prof Calmette, 59019 Lille Cedex, France
- Lille 2 University, Lille, France
| | - Weihua Zhang
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, Norfolk Place, London W2 1PG, UK
- Department of Cardiology, Ealing Hospital NHS Trust, Uxbridge Road, Southall, Middlesex UB1 3EU, UK
| | - Jing Hua Zhao
- MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK
| | - Xiaofeng Zhu
- Department of Epidemiology and Biostatistics, School of Medicine, Case Western Reserve University, Cleveland, OH, 44106, USA
| | - Pascal Bovet
- Institute of Social and Preventive Medicine (IUMSP), Centre Hospitalier Universitaire Vaudois and University of Lausanne, Route de la Corniche 10, 1010 Lausanne, Switzerland
- Ministry of Health, Victoria, Republic of Seychelles
| | - Richard S. Cooper
- Department of Preventive Medicine and Epidemiology, Loyola University Chicago Stritch School of Medicine, Maywood, IL, 60153, USA
| | - Karen L. Mohlke
- Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Danish Saleheen
- Center for Non-Communicable Diseases, Karachi, Pakistan
- Department of Biostatistics and Epidemiology, University of Pennsylvania, USA
| | - Jong-Young Lee
- Center for Genome Science, National Institute of Health, Osong Health Technology Administration Complex, Chungcheongbuk-do, Republic of Korea
| | - Paul Elliott
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, Norfolk Place, London W2 1PG, UK
- MRC-PHE Centre for Environment and Health, School of Public Health, Imperial College London, Norfolk Place, London W2 1PG, UK
| | - Hinco J. Gierman
- Dept. Dev. Bio. And Genetics, Stanford University Medical Center, Stanford, CA 94305, USA
- Enterprise Informatics, Illumina Inc., Santa Clara CA, 95050, USA
| | - Cristen J. Willer
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Internal Medicine, Division of Cardiovascular Medicine, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Human Genetics, University of Michigan, Ann Arbor, Michigan, USA
| | - Lude Franke
- Department of Genetics, University of Groningen, University Medical Centre Groningen, Groningen, 9711, The Netherlands
| | - G Kees Hovingh
- Dept Vascular Medicine, Academic Medical Center, Amsterdam, The Netherlands
| | - Kent D. Taylor
- Institute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, 1124 W. Carson Street, Torrance, CA 90502, USA
| | - George Dedoussis
- Department of Dietetics-Nutrition, Harokopio University, 70 El. Venizelou Str, Athens, Greece
| | - Peter Sever
- International Centre for Circulatory Health, Imperial College London, W2 1PG, UK
| | - Andrew Wong
- MRC Unit for Lifelong Health and Ageing at UCL, London, WC1B 5JU, UK
| | - Lars Lind
- Uppsala University, Department of Medical Sciences, SE-75185 Uppsala, Sweden
| | | | - Inger Njølstad
- Department of Community Medicine, Faculty of Health Sciences, University of Tromsø, Tromsø, Norway
- Department of Clinical Medicine, Faculty of Health Sciences, University of Tromsø, Tromsø, Norway
| | - Peter EH. Schwarz
- Dept of Medicine III, University of Dresden, Medical Faculty Carl Gustav Carus, Fetscherstrasse 74, 01307 Dresden, Germany
| | - Claudia Langenberg
- MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK
| | - Harold Snieder
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands
| | - Mark J. Caulfield
- Clinical Pharmacology, William Harvey Research Institute, Queen Mary University of London, London, EC1M 6BQ, UK
- NIHR Barts Cardiovascular Biomedical Research Unit, Queen Mary University of London, London, EC1M 6BQ, UK
| | - Olle Melander
- University of Lund, Dept Internal Medicine, Malmo, SE 20502, Sweden
| | - Markku Laakso
- Department of Medicine, University of Eastern Finland and Kuopio University Hospital, 70210 Kuopio, Finland
| | - Juha Saltevo
- Department of Medicine, Central Finland Health Care District, Jyväskylä, Finland
| | - Rainer Rauramaa
- Kuopio Research Institute of Exercise Medicine, Kuopio, Finland
- Department of Clinical Physiology and Nuclear Medicine, Kuopio University Hospital, Kuopio, Finland
| | - Jaakko Tuomilehto
- National Institute for Health and Welfare, FI-00271 Helsinki, Finland
- Dasman Diabetes Institute, Dasman, 15462 Kuwait
- Saudi Diabetes Research Group, King Abdulaziz University, 21589 Jeddah, Saudi Arabia
- Centre for Vascular Prevention, Danube-University Krems, 3500 Krems, Austria
| | - Erik Ingelsson
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
- Department of Medical Sciences, Molecular Epidemiology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Terho Lehtimäki
- Department of Clinical Chemistry, Fimlab Laboratories, Tampere 33520, Finland
- Department of Clinical Chemistry, University of Tampere School of Medicine, Tampere 33014, Finland
| | - Kristian Hveem
- HUNT Research Centre, Department of Public Health and General Practice, Norwegian University of Science and Technology, 7600 Levanger, Norway
| | - Walter Palmas
- Department of Medicine, Columbia University, 622 West 168th St., New York, NY 10032, USA
| | - Winfried März
- Synlab Academy, Synlab Services GmbH, P5, 7, 68161 Mannheim, Germany
- Clinical Institute of Medical and Chemical Laboratory Diagnostics, Medical University of Graz, 8036 Graz, Austria
| | - Meena Kumari
- Genetic Epidemiology Group, Dept. Epidemiology and Public Health, UCL, London, WC1E 6BT, UK
| | - Veikko Salomaa
- National Institute for Health and Welfare, FI-00271 Helsinki, Finland
| | - Yii-Der I. Chen
- Institute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, 1124 W. Carson Street, Torrance, CA 90502, USA
| | - Jerome I. Rotter
- Institute for Translational Genomics and Population Sciences, Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, 1124 W. Carson Street, Torrance, CA 90502, USA
| | - Philippe Froguel
- Department of Genomics of Common Disease, School of Public Health, Imperial College London, Hammersmith Hospital, London, UK
- European Genomic Institute for Diabetes (EGID), FR 3508 Lille, France
- Centre National de la Recherche Scientifique (CNRS) UMR 8199, Lille Pasteur Institute, 1 rue du Prof Calmette, 59019 Lille Cedex, France
- Lille 2 University, Lille, France
| | - Marjo-Riitta Jarvelin
- Biocenter Oulu, P.O.Box 5000, Aapistie 5A, FI-90014 University of Oulu, Finland
- Center For Life-course Health Research, P.O.Box 5000, FI-90014 University of Oulu, Finland
- MRC-PHE Centre for Environment and Health, School of Public Health, Imperial College London, Norfolk Place, London W2 1PG, UK
- Unit of Primary Care, Oulu University Hospital, Kajaanintie 50, P.O.Box 20, FI-90220 Oulu, 90029 OYS, Finland
| | - Edward G. Lakatta
- Laboratory of Cardiovascular Science, Intramural Research Program, National Institute on Aging, National Institutes of Health, Baltimore, Maryland, 21224, USA
| | - Kari Kuulasmaa
- National Institute for Health and Welfare, FI-00271 Helsinki, Finland
| | - Paul W. Franks
- Department of Public Health and Clinical Medicine, Umeå University, Sweden
- Department of Clinical Sciences, Genetic and Molecular Epidemiology Unit, Skåne University Hospital Malmö, SE-205 02 Malmö, Sweden
- Department of Nutrition, Harvard School of Public Health, Boston, MA, USA
| | - Anders Hamsten
- Cardiovascular Research Unit, Center for Molecular Medicine L8:03, Department of Medicine, Karolinska Institutet, 171 76 Stockholm, Sweden
- Center for Molecular Medicine, Karolinska University Hospital Solna, Stockholm, Sweden
| | - H.-Erich Wichmann
- Institute of Epidemiology I, Helmholtz Zentrum München, Neuherberg 85764, Germany
- Institute of Medical Informatics, Biometry and Epidemiology, Chair of Epidemiology, Ludwig-Maximilians-Universität, München 81377, Germany
- Grosshadern, Klinikum, München 81377, Germany
| | - Colin N.A. Palmer
- Medical Research Institute, University of Dundee, Ninewells Hospital and Medical School, Dundee, DD1 9SY, UK
| | - Kari Stefansson
- deCODE Genetics/Amgen, Inc., Reykjavik, Iceland
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | - Paul M Ridker
- Division of Preventive Medicine, Brigham and Women's Hospital, 900 Commonwealth Ave. East, Boston, MA 02215, USA
- Harvard Medical School, Boston, MA 02115, USA
| | - Ruth J.F. Loos
- MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Institute of Metabolic Science, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK
- The Charles Bronfman Institute for Personalized Medicine, The Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Mindich Child health Development Institute, The Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Aravinda Chakravarti
- Center for Complex Disease Genomics, McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Panos Deloukas
- William Harvey Research Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK
- Princess Al-Jawhara Al-Brahim Centre of Excellence in Research of Hereditary Disorders (PACER-HD), King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Andrew P. Morris
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, OX3 7BN, UK
- Department of Biostatistics, University of Liverpool, Liverpool L69 3GA, UK
| | - Christopher Newton-Cheh
- Program in Medical and Population Genetics, Broad Institute, 7 Cambridge Center, Cambridge, MA 02142, USA
- Broad Institute of Harvard and MIT, Cambridge, MA 02139 USA
- Center for Human Genetic Research, Massachusetts General Hospital, Boston, MA 02114, USA
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Patricia B. Munroe
- Clinical Pharmacology, William Harvey Research Institute, Queen Mary University of London, London, EC1M 6BQ, UK
- NIHR Barts Cardiovascular Biomedical Research Unit, Queen Mary University of London, London, EC1M 6BQ, UK
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155
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Iatrino R, Manunta P, Zagato L. Salt Sensitivity: Challenging and Controversial Phenotype of Primary Hypertension. Curr Hypertens Rep 2016; 18:70. [DOI: 10.1007/s11906-016-0677-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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156
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Mansley MK, Ivy JR, Bailey MA. ISN Forefronts Symposium 2015: The Evolution of Hypertension-Old Genes, New Concepts. Kidney Int Rep 2016; 1:197-203. [PMID: 27722209 PMCID: PMC5044930 DOI: 10.1016/j.ekir.2016.08.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2016] [Revised: 07/26/2016] [Accepted: 08/02/2016] [Indexed: 12/17/2022] Open
Abstract
Hypertension is known as the “silent killer,” driving the global public health burden of cardiovascular and renal disease. Blood pressure homeostasis is intimately associated with sodium balance and the distribution of sodium between fluid compartments and within tissues. On a population level, most societies consume 10 times more salt that the 0.5 g required by physiological need. This high salt intake is strongly linked to hypertension and to the World Health Organization targeting a ∼30% relative reduction in mean population salt intake to arrest the global mortality due to cardiovascular disease. But how does a habitually high-salt diet cause blood pressure to rise? In this focused review, we discuss 2 “evolutionary medicine” concepts, presented at the ISN Forefront Meeting “Immunomodulation of Cardio-renal Function.” We first examine how ancestral variants in genes that conferred a selection advantage during early human development are now maladaptive. We then discuss the conservation of “renal” sodium transport processes across multiple organ systems, including the brain. These systems influence sodium appetite and can exert an often-overlooked effect on long-term blood pressure control.
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Affiliation(s)
- Morag K Mansley
- The British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh, Edinburgh, UK
| | - Jessica R Ivy
- The British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh, Edinburgh, UK
| | - Matthew A Bailey
- The British Heart Foundation Centre for Cardiovascular Science, The University of Edinburgh, Edinburgh, UK
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157
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Liu X, Hu C, Bao M, Li J, Liu X, Tan X, Zhou Y, Chen Y, Wu S, Chen S, Zhang R, Jiang F, Jia W, Wang X, Yang X, Cai J. Genome Wide Association Study Identifies L3MBTL4 as a Novel Susceptibility Gene for Hypertension. Sci Rep 2016; 6:30811. [PMID: 27480026 PMCID: PMC4969609 DOI: 10.1038/srep30811] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2016] [Accepted: 07/08/2016] [Indexed: 02/05/2023] Open
Abstract
Hypertension is a major global health burden and a leading risk factor for cardiovascular diseases. Although its heritability has been documented previously, contributing loci identified to date account for only a small fraction of blood pressure (BP) variation, which strongly suggests the existence of undiscovered variants. To identify novel variants, we conducted a three staged genetic study in 21,990 hypertensive cases and normotensive controls. Four single nucleotide polymorphisms (SNPs) at three new genes (L3MBTL4 rs403814, Pmeta = 6.128 × 10(-9); LOC729251, and TCEANC) and seven SNPs at five previously reported genes were identified as being significantly associated with hypertension. Through functional analysis, we found that L3MBTL4 is predominantly expressed in vascular smooth muscle cells and up-regulated in spontaneously hypertensive rats. Rats with ubiquitous over-expression of L3MBTL4 exhibited significantly elevated BP, increased thickness of the vascular media layer and cardiac hypertrophy. Mechanistically, L3MBTL4 over-expression could lead to down-regulation of latent transforming growth factor-β binding protein 1 (LTBP1), and phosphorylation activation of the mitogen-activated protein kinases (MAPK) signaling pathway, which is known to trigger the pathological progression of vascular remodeling and BP elevation. These findings pinpointed L3MBTL4 as a critical contributor to the development and progression of hypertension and uncovers a novel target for therapeutic intervention.
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Affiliation(s)
- Xin Liu
- National Research Institute for Family Planning, Beijing, China
- Beijing Hypertension League Institute, Beijing, China
| | - Cheng Hu
- Shanghai Diabetes Institute, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, Shanghai, China
- Institute for Metabolic Diseases, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital South Campus, Shanghai, China
| | - Minghui Bao
- Department of Cardiology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Jing Li
- Department of Cardiology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
- Beijing Key Laboratory of Hypertension, Beijing, China
| | - Xiaoyan Liu
- Medical Research Center, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Xuerui Tan
- Department of Cardiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Yong Zhou
- Department of Cardiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Yequn Chen
- Department of Cardiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Shouling Wu
- Department of Cardiology, Kailuan General Hospital, Hebei Union University, Tangshan, Hebei, China
| | - Shuohua Chen
- Department of Cardiology, Kailuan General Hospital, Hebei Union University, Tangshan, Hebei, China
| | - Rong Zhang
- Shanghai Diabetes Institute, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, Shanghai, China
| | - Feng Jiang
- Shanghai Diabetes Institute, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, Shanghai, China
| | - Weiping Jia
- Shanghai Diabetes Institute, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, Shanghai, China
| | - Xingyu Wang
- National Research Institute for Family Planning, Beijing, China
- Beijing Hypertension League Institute, Beijing, China
| | - Xinchun Yang
- Department of Cardiology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Jun Cai
- Department of Hypertension, Fuwai Hospital, Beijing, China
- State Key Laboratory of Cardiovascular Disease, Beijing, China
- National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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158
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Wuttke M, Köttgen A. Insights into kidney diseases from genome-wide association studies. Nat Rev Nephrol 2016; 12:549-62. [PMID: 27477491 DOI: 10.1038/nrneph.2016.107] [Citation(s) in RCA: 75] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Over the past decade, genome-wide association studies (GWAS) have considerably improved our understanding of the genetic basis of kidney function and disease. Population-based studies, used to investigate traits that define chronic kidney disease (CKD), have identified >50 genomic regions in which common genetic variants associate with estimated glomerular filtration rate or urinary albumin-to-creatinine ratio. Case-control studies, used to study specific CKD aetiologies, have yielded risk loci for specific kidney diseases such as IgA nephropathy and membranous nephropathy. In this Review, we summarize important findings from GWAS and clinical and experimental follow-up studies. We also compare risk allele frequency, effect sizes, and specificity in GWAS of CKD-defining traits and GWAS of specific CKD aetiologies and the implications for study design. Genomic regions identified in GWAS of CKD-defining traits can contain causal genes for monogenic kidney diseases. Population-based research on kidney function traits can therefore generate insights into more severe forms of kidney diseases. Experimental follow-up studies have begun to identify causal genes and variants, which are potential therapeutic targets, and suggest mechanisms underlying the high allele frequency of causal variants. GWAS are thus a useful approach to advance knowledge in nephrology.
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Affiliation(s)
- Matthias Wuttke
- Division of Genetic Epidemiology, Institute for Medical Biometry and Statistics, Faculty of Medicine, and Medical Centre - University of Freiburg, Berliner Allee 29, 79110 Freiburg, Germany.,Department of Medicine IV, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Hugstetter Str. 55, 79106 Freiburg, Germany
| | - Anna Köttgen
- Division of Genetic Epidemiology, Institute for Medical Biometry and Statistics, Faculty of Medicine, and Medical Centre - University of Freiburg, Berliner Allee 29, 79110 Freiburg, Germany.,Department of Medicine IV, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Hugstetter Str. 55, 79106 Freiburg, Germany.,Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, 615 N. Wolfe Street, Baltimore, Maryland, USA
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159
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Wan JP, Li L, Li HY, Wang F, Zhang XJ, Zhao H, Li CZ, Wang XT, Chen ZJ. Role of UMOD Promoter Polymorphism in the Etiology of Preeclampsia. Genet Test Mol Biomarkers 2016; 20:471-4. [PMID: 27315129 DOI: 10.1089/gtmb.2015.0268] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Affiliation(s)
- Ji-Peng Wan
- Department of Obstetrics and Gynecology, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, China
| | - Lei Li
- Department of Obstetrics and Gynecology, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, China
| | - Hong-Yan Li
- Department of Obstetrics and Gynecology, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, China
| | - Fei Wang
- Department of Obstetrics and Gynecology, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, China
| | - Xiao-Jing Zhang
- Department of Obstetrics and Gynecology, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, China
| | - Han Zhao
- Center for Reproductive Medicine, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, China
- National Research Center for Assisted Reproductive Technology and Reproductive Genetics, Jinan, China
- The Key laboratory for Reproductive Endocrinology of Ministry of Education, Jinan, China
- Shandong Provincial Key Laboratory of Reproductive Medicine, Jinan, China
| | - Chang-Zhong Li
- Department of Obstetrics and Gynecology, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, China
| | - Xie-Tong Wang
- Department of Obstetrics and Gynecology, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, China
| | - Zi-Jiang Chen
- Center for Reproductive Medicine, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, China
- National Research Center for Assisted Reproductive Technology and Reproductive Genetics, Jinan, China
- The Key laboratory for Reproductive Endocrinology of Ministry of Education, Jinan, China
- Shandong Provincial Key Laboratory of Reproductive Medicine, Jinan, China
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160
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Elijovich F, Weinberger MH, Anderson CAM, Appel LJ, Bursztyn M, Cook NR, Dart RA, Newton-Cheh CH, Sacks FM, Laffer CL. Salt Sensitivity of Blood Pressure: A Scientific Statement From the American Heart Association. Hypertension 2016; 68:e7-e46. [PMID: 27443572 DOI: 10.1161/hyp.0000000000000047] [Citation(s) in RCA: 361] [Impact Index Per Article: 40.1] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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161
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Parmar PG, Taal HR, Timpson NJ, Thiering E, Lehtimäki T, Marinelli M, Lind PA, Howe LD, Verwoert G, Aalto V, Uitterlinden AG, Briollais L, Evans DM, Wright MJ, Newnham JP, Whitfield JB, Lyytikäinen LP, Rivadeneira F, Boomsma DI, Viikari J, Gillman MW, St Pourcain B, Hottenga JJ, Montgomery GW, Hofman A, Kähönen M, Martin NG, Tobin MD, Raitakari O, Vioque J, Jaddoe VW, Jarvelin MR, Beilin LJ, Heinrich J, van Duijn CM, Pennell CE, Lawlor DA, Palmer LJ, Early Genetics and Lifecourse Epidemiology Consortium. International Genome-Wide Association Study Consortium Identifies Novel Loci Associated With Blood Pressure in Children and Adolescents. CIRCULATION. CARDIOVASCULAR GENETICS 2016; 9:266-278. [PMID: 26969751 PMCID: PMC5279885 DOI: 10.1161/circgenetics.115.001190] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/23/2015] [Accepted: 02/25/2016] [Indexed: 01/11/2023]
Abstract
BACKGROUND Our aim was to identify genetic variants associated with blood pressure (BP) in childhood and adolescence. METHODS AND RESULTS Genome-wide association study data from participating European ancestry cohorts of the Early Genetics and Lifecourse Epidemiology (EAGLE) Consortium was meta-analyzed across 3 epochs; prepuberty (4-7 years), puberty (8-12 years), and postpuberty (13-20 years). Two novel loci were identified as having genome-wide associations with systolic BP across specific age epochs: rs1563894 (ITGA11, located in active H3K27Ac mark and transcription factor chromatin immunoprecipitation and 5'-C-phosphate-G-3' methylation site) during prepuberty (P=2.86×10(-8)) and rs872256 during puberty (P=8.67×10(-9)). Several single-nucleotide polymorphism clusters were also associated with childhood BP at P<5×10(-3). Using a P value threshold of <5×10(-3), we found some overlap in variants across the different age epochs within our study and between several single-nucleotide polymorphisms in any of the 3 epochs and adult BP-related single-nucleotide polymorphisms. CONCLUSIONS Our results suggest that genetic determinants of BP act from childhood, develop over the lifecourse, and show some evidence of age-specific effects.
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162
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Endothelin-1 genetic polymorphism as predictive marker for bevacizumab in metastatic breast cancer. THE PHARMACOGENOMICS JOURNAL 2016; 17:344-350. [DOI: 10.1038/tpj.2016.25] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2015] [Revised: 02/03/2016] [Accepted: 02/26/2016] [Indexed: 11/08/2022]
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163
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Persu A, Evenepoel L, Jin Y, Mendola A, Ngueta G, Yang WY, Gruson D, Horman S, Staessen JA, Vikkula M. STK39 and WNK1 Are Potential Hypertension Susceptibility Genes in the BELHYPGEN Cohort. Medicine (Baltimore) 2016; 95:e2968. [PMID: 27082544 PMCID: PMC4839787 DOI: 10.1097/md.0000000000002968] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
The serine/threonine kinase With-No-Lysine (K) Kinase 1 (WNK1) activates the thiazide-sensitive Na(+)/Cl(-) cotransporter through phosphorylation of STE20/SPS1-related proline/alanine-rich kinase, another serine/threonine kinase encoded by STK39. The aim of this study was to look for association between WNK1 and STK39 gene variants, and blood pressure (BP) and hypertension. Seven hundred seventy-nine Caucasian hypertensive patients (HYP) recruited in 6 academic centers from Belgium, and 906 normotensive (NT) controls were genotyped for 5 single nucleotide polymorphisms-rs3754777, rs6749447, rs35929607 (STK39), rs1468326, and rs765250 (WNK1)-using the Snapshot method. The rare TT genotype at the rs3754777 locus (STK39) was overrepresented in HYP versus NT (7.3% vs 3.0%, P = 0.0002). In the whole study population, the multivariable-adjusted odds ratio (OR) for having hypertension associated with the TT genotype was 5.9 (95% confidence interval: 2.2-15.6), and systolic BP was 10 mm Hg higher in TT compared with wild-type subjects (140.1 vs 130.4 mm Hg, P = 0.002). Similarly, the AA genotype at the rs1468326 locus (WNK1) was twice as frequent in HYP versus NT (5.5% vs 2.3%, P < 0.0001), and associated with an increased adjusted OR of hypertension (4.1; 1.5-11.7) and a higher systolic BP (139.8 vs 130.1 mm Hg, P = 0.003). In the whole cohort, a dose-dependent increase in systolic BP was observed according to the number of at-risk genotypes (0: 129.8 mm Hg; 1: 133.0 mm Hg; 2: 149.3 mm Hg, P = 0.02). Single nucleotide polymorphisms rs3754777 (STK39) and rs1468326 (WNK1) were associated with hypertension and BP in our multicenter Belgian case-control study, which supports the role of STK39 and WNK1 as potential hypertension susceptibility genes. Replication in different clinical settings and study of other candidate loci belonging to the same molecular pathway is warranted.
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Affiliation(s)
- Alexandre Persu
- From the Pole of Cardiovascular Research (AP, LE, SH), Institut de Recherche Expérimentale et Clinique, Université catholique de Louvain, Brussels, Belgium; Cardiology Department (AP, GN), Cliniques Universitaires Saint-Luc, Université catholique de Louvain, Brussels, Belgium; Human Molecular Genetics (LE, AM, MV), de Duve Institute, Université catholique de Louvain, Brussels, Belgium; Studies Coordinating Centre (YJ, W-YY, JAS), Research Unit Hypertension and Cardiovascular Epidemiology, KU Leuven Department of Cardiovascular Sciences, University of Leuven, Leuven, Belgium; Population Health and Optimal Health Practices Research Unit (GN), CHU de Québec Research Centre, Québec, Canada; Pôle de recherche en Endocrinologie (DG), Diabète et Nutrition, Institut de Recherche Expérimentale et Clinique, Cliniques Universitaires Saint-Luc, Université catholique de Louvain, Brussels, Belgium; Department of Laboratory Medicine (DG), Cliniques Universitaires Saint-Luc, Université catholique de Louvain, Brussels, Belgium; and Research and Development VitaK Group (JAS), Maastricht University, Maastricht, The Netherlands
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164
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Ghirotto S, Tassi F, Barbujani G, Pattini L, Hayward C, Vollenweider P, Bochud M, Rampoldi L, Devuyst O. The Uromodulin Gene Locus Shows Evidence of Pathogen Adaptation through Human Evolution. J Am Soc Nephrol 2016; 27:2983-2996. [PMID: 26966016 DOI: 10.1681/asn.2015070830] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2015] [Accepted: 01/30/2016] [Indexed: 12/15/2022] Open
Abstract
Common variants in the UMOD gene encoding uromodulin, associated with risk of hypertension and CKD in the general population, increase UMOD expression and urinary excretion of uromodulin, causing salt-sensitive hypertension and renal lesions. To determine the effect of selective pressure on variant frequency, we investigated the allelic frequency of the lead UMOD variant rs4293393 in 156 human populations, in eight ancient human genomes, and in primate genomes. The T allele of rs4293393, associated with CKD risk, has high frequency in most modern populations and was the one detected in primate genomes. In contrast, we identified only the derived, C allele in Denisovan and Neanderthal genomes. The distribution of the UMOD ancestral allele did not follow the ancestral susceptibility model observed for variants associated with salt-sensitive hypertension. Instead, the global frequencies of the UMOD alleles significantly correlated with pathogen diversity (bacteria, helminths) and prevalence of antibiotic-resistant urinary tract infections (UTIs). The inverse correlation found between urinary levels of uromodulin and markers of UTIs in the general population substantiates the link between UMOD variants and protection against UTIs. These data strongly suggest that the UMOD ancestral allele, driving higher urinary excretion of uromodulin, has been kept at a high frequency because of its protective effect against UTIs.
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Affiliation(s)
- Silvia Ghirotto
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
| | - Francesca Tassi
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
| | - Guido Barbujani
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
| | - Linda Pattini
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy
| | - Caroline Hayward
- Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom
| | - Peter Vollenweider
- Department of Internal Medicine, Institute of Social and Preventive Medicine, Lausanne University Hospital Center, Lausanne, Switzerland
| | - Murielle Bochud
- Department of Internal Medicine, Institute of Social and Preventive Medicine, Lausanne University Hospital Center, Lausanne, Switzerland
| | - Luca Rampoldi
- Division of Genetics and Cell Biology, San Raffaele Scientific Institute, Milan, Italy; and
| | - Olivier Devuyst
- Institute of Physiology, University of Zurich, Zurich, Switzerland
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165
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Niiranen TJ, Havulinna AS, Langén VL, Salomaa V, Jula AM. Prediction of Blood Pressure and Blood Pressure Change With a Genetic Risk Score. J Clin Hypertens (Greenwich) 2016; 18:181-6. [PMID: 26435379 PMCID: PMC8032027 DOI: 10.1111/jch.12702] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2015] [Revised: 06/29/2015] [Accepted: 07/05/2015] [Indexed: 01/11/2023]
Abstract
The authors investigated whether a genetic risk score (GRS) constructed of 32 single nucleotide polymorphisms would predict incident hypertension and blood pressure (BP) change over time in a population cohort during an 11-year follow-up (n=5402 at baseline, 3266 at follow-up). In multivariable models, GRS was associated with higher systolic/diastolic BP values at baseline (β±standard error [SE], 1.04±0.14/1.11±0.13 mm Hg; P<.0001 for both) and at reinvestigation (β±SE, 0.84±0.18/0.79±0.16 mm Hg; P<.0001 for both). Among participants who were normotensive at baseline (n=2045), GRS was not independently associated with systolic/diastolic BP change over time (β±SE, 0.16±0.18/0.20±0.18 mm Hg; P≥.28 for both). In participants in the top tertile of the GRS, as compared with the bottom tertile, the predicted increase in systolic/diastolic BP was 1.18±0.78/0.70±0.49 mm Hg (P=.046/.15) greater and the odds ratio for incident hypertension was 33% higher (P=.03). These data show that GRS is strongly associated with BP but weakly associated with BP increase and incident hypertension in a late middle-aged population.
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Affiliation(s)
- Teemu J Niiranen
- Department of Health, National Institute for Health and Welfare, Turku/Helsinki, Finland
| | - Aki S Havulinna
- Department of Health, National Institute for Health and Welfare, Turku/Helsinki, Finland
| | - Ville L Langén
- Department of Health, National Institute for Health and Welfare, Turku/Helsinki, Finland
- Heart Centre, Turku University Hospital, Turku, Finland
| | - Veikko Salomaa
- Department of Health, National Institute for Health and Welfare, Turku/Helsinki, Finland
| | - Antti M Jula
- Department of Health, National Institute for Health and Welfare, Turku/Helsinki, Finland
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166
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Recent Advances in the Genetics of Hypertension. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2016; 956:561-581. [PMID: 27957710 DOI: 10.1007/5584_2016_75] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Hypertension is a silent killer worldwide, caused by both genetic and environmental factors. Until now, genetic and genomic association studies of hypertension are reporting different degree of association on hypertension. Hence, it is essential to gather all the available information on the reported genetic loci and to determine if any biomarker(s) is/are significantly associated with hypertension. Current review concluded the potential biomarkers for hypertension, with regards to electrolyte and fluid transports, as well as sodium/potassium ions homeostasis, which are supported by the results of case-controls and meta-analyses.
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167
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Demura M, Saijoh K. The Role of DNA Methylation in Hypertension. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2016; 956:583-598. [PMID: 27888489 DOI: 10.1007/5584_2016_80] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
DNA methylation is the covalent modification of DNA that affects its function, without altering DNA sequences. Three important roles of DNA methylation include intrauterine programming, acquired predisposition, and transgenerational inheritance. A wide variety of factors can affect DNA methylation. Intrauterine programming involves drastic changes in DNA methylation patterns during cellular development and differentiation, which have a long-lasting effect on the predisposition of offspring. Influences from the mother, including maternal nutritional status, modify intrauterine epigenetic programming. In contrast to the rapid and drastic changes in utero, postnatal factors in daily life can also continue to slowly and dynamically change DNA methylation patterns in both somatic and germ cells. Epigenetic changes occurring in germ cell DNA exert a transgenerational impact on the phenotype of future generations, thus providing a means for ancestral transmission of environmental experiences. Despite adaptive ability, mismatch effect of transgenerational inheritance could be potentially harmful to health if environment has changed, and the acquired acclimatization is no longer beneficial. Increasing evidence from both human and animal studies indicates that DNA methylation exerts a causal impact on the development of hypertension. Therefore, an adverse outcome of maternal malnutrition could be the development of hypertension in offspring, whereby nutritional factors or disease conditions could induce phenotypes susceptible to hypertension through alteration of DNA methylation patterns. These factors are likely to alter DNA methylation patterns in all tissues including germ cells, and despite no direct evidence of an association between transgenerational epigenetic inheritance and hypertension, it is likely to play a role.
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Affiliation(s)
- Masashi Demura
- Department of Hygiene, Graduate School of Medical Science, Kanazawa University, Kanazawa, 920-8640, Japan.
| | - Kiyofumi Saijoh
- Department of Hygiene, Graduate School of Medical Science, Kanazawa University, Kanazawa, 920-8640, Japan
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168
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Troyanov S, Delmas-Frenette C, Bollée G, Youhanna S, Bruat V, Awadalla P, Devuyst O, Madore F. Clinical, Genetic, and Urinary Factors Associated with Uromodulin Excretion. Clin J Am Soc Nephrol 2015; 11:62-9. [PMID: 26683887 DOI: 10.2215/cjn.04770415] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2015] [Accepted: 09/24/2015] [Indexed: 12/20/2022]
Abstract
BACKGROUND AND OBJECTIVES The urinary excretion of uromodulin is influenced by common variants in the UMOD gene, and it may be related to NaCl retention and hypertension. Levels of uromodulin are also dependent of the renal function, but other determinants remain unknown. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS We tested associations between the urinary excretion of uromodulin; medical history and medication; serum and urinary levels of electrolytes, glucose, and uric acid; and the genotype at the UMOD/Protein Disulfide Isomerase-Like, Testis Expressed locus (rs4293393 and rs12446492); 943 participants from the CARTaGENE Cohort, a random sample from the Canadian population of 20,004 individuals, were analyzed. Participants with available genotyping were obtained from a substudy addressing associations between common variants and cardiovascular disease in paired participants with high and low Framingham risk scores and vascular rigidity indexes. RESULTS The population studied was 54±9 years old, with 51% women and eGFR of 9±14 ml/min per 1.73 m(2). Uromodulin excretion was 25 (11-42) mg/g creatinine. Using linear regression, it was independently higher among patients with higher eGFR, the TT genotype of rs4293393, and the TT genotype of rs12446492. The fractional excretions of urate and sodium showed a strong positive correlation with uromodulin, likely linked to the extracellular volume status. The presence of glycosuria and the use of uricosuric drugs, which both increased the fraction excretion of urate, were independently associated with a lower uromodulin excretion, suggesting novel interactions between uric acid and uromodulin excretion. CONCLUSIONS In this large cohort, the excretion of uromodulin correlates with clinical, genetic, and urinary factors. The strongest associations were between uric acid, sodium, and uromodulin excretions and are likely linked to the extracellular volume status.
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Affiliation(s)
- Stéphan Troyanov
- Nephrology Division, Sacré-Coeur Hospital, Montreal, Quebec, Canada;
| | | | - Guillaume Bollée
- Nephrology Division, Hospital Center for the University of Montreal (CHUM), Montreal, Quebec, Canada
| | - Sonia Youhanna
- Institute of Physiology, Zurich Center for Integrative Human Physiology, Zurich, Switzerland
| | - Vanessa Bruat
- Medical and Population Genomics Laboratory, Research Center, Ste-Justine Hospital, Montreal, Quebec, Canada; and Department of Molecular Genetics, University of Toronto, Ontario, Canada
| | - Philip Awadalla
- Medical and Population Genomics Laboratory, Research Center, Ste-Justine Hospital, Montreal, Quebec, Canada; and Department of Molecular Genetics, University of Toronto, Ontario, Canada
| | - Olivier Devuyst
- Institute of Physiology, Zurich Center for Integrative Human Physiology, Zurich, Switzerland;
| | - François Madore
- Nephrology Division, Sacré-Coeur Hospital, Montreal, Quebec, Canada
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169
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Brunati M, Perucca S, Han L, Cattaneo A, Consolato F, Andolfo A, Schaeffer C, Olinger E, Peng J, Santambrogio S, Perrier R, Li S, Bokhove M, Bachi A, Hummler E, Devuyst O, Wu Q, Jovine L, Rampoldi L. The serine protease hepsin mediates urinary secretion and polymerisation of Zona Pellucida domain protein uromodulin. eLife 2015; 4:e08887. [PMID: 26673890 PMCID: PMC4755741 DOI: 10.7554/elife.08887] [Citation(s) in RCA: 89] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2015] [Accepted: 11/02/2015] [Indexed: 12/28/2022] Open
Abstract
Uromodulin is the most abundant protein in the urine. It is exclusively produced by renal epithelial cells and it plays key roles in kidney function and disease. Uromodulin mainly exerts its function as an extracellular matrix whose assembly depends on a conserved, specific proteolytic cleavage leading to conformational activation of a Zona Pellucida (ZP) polymerisation domain. Through a comprehensive approach, including extensive characterisation of uromodulin processing in cellular models and in specific knock-out mice, we demonstrate that the membrane-bound serine protease hepsin is the enzyme responsible for the physiological cleavage of uromodulin. Our findings define a key aspect of uromodulin biology and identify the first in vivo substrate of hepsin. The identification of hepsin as the first protease involved in the release of a ZP domain protein is likely relevant for other members of this protein family, including several extracellular proteins, as egg coat proteins and inner ear tectorins. DOI:http://dx.doi.org/10.7554/eLife.08887.001 Several proteins in humans and other animals contain a region called a 'zona pellucida domain'. This domain enables these proteins to associate with each other and form long filaments. Uromodulin is one such protein that was first identified more than fifty years ago. This protein is known to play a role in human diseases such as hypertension and kidney failure, but uromodulin’s biological purpose still remains elusive. Uromodulin is only made in the kidney and it is the most abundant protein in the urine of healthy individuals. Uromodulin also contains a so-called 'external hydrophobic patch' that must be removed before the zona pellucida domain can start to form filaments. This hydrophobic patch is removed when uromodulin is cut by an unknown enzyme; this cutting releases the rest of the uromodulin protein from the surface of the cells that line the kidney into the urine. Brunati et al. have now tested a panel of candidate enzymes and identified that one called hepsin is able to cut uromodulin. Hepsin is embedded in the cell membrane of the cells that line the kidney. When the level of hepsin was artificially reduced in cells grown in the laboratory, uromodulin remained anchored to the cell surface, its processing was altered and it did not form filaments. Brunati et al. next analysed mice in which the gene encoding hepsin had been deleted. While these animals did not have any major defects in their internal organs, they had much lower levels of uromodulin in their urine. Furthermore, this residual urinary protein was not cut properly and it did not assemble into filaments. Thus, these findings reveal that hepsin is the enzyme that is responsible for releasing uromodulin in the urine. This discovery could be exploited to alter the levels of uromodulin release, and further studies using mice lacking hepsin may also help to understand uromodulin’s biological role. Finally, it will be important to understand if hepsin, or a similar enzyme, is also responsible for the release of other proteins containing the zona pellucida domain. DOI:http://dx.doi.org/10.7554/eLife.08887.002
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Affiliation(s)
- Martina Brunati
- Division of Genetics and Cell Biology, San Raffaele Scientific Institute, Milan, Italy
| | - Simone Perucca
- Division of Genetics and Cell Biology, San Raffaele Scientific Institute, Milan, Italy
| | - Ling Han
- Department of Biosciences and Nutrition & Center for Innovative Medicine, Karolinska Institutet, Huddinge, Sweden
| | - Angela Cattaneo
- Functional Proteomics, FIRC Institute of Molecular Oncology, Milan, Italy.,Protein Microsequencing Facility, San Raffaele Scientific Institute, Milan, Italy
| | - Francesco Consolato
- Division of Genetics and Cell Biology, San Raffaele Scientific Institute, Milan, Italy
| | - Annapaola Andolfo
- Protein Microsequencing Facility, San Raffaele Scientific Institute, Milan, Italy
| | - Céline Schaeffer
- Division of Genetics and Cell Biology, San Raffaele Scientific Institute, Milan, Italy
| | - Eric Olinger
- Institute of Physiology, Zurich Center for Integrative Human Physiology, University of Zurich, Zurich, Switzerland
| | - Jianhao Peng
- Department of Molecular Cardiology, Lerner Research Institute, Cleveland, United States
| | - Sara Santambrogio
- Division of Genetics and Cell Biology, San Raffaele Scientific Institute, Milan, Italy
| | - Romain Perrier
- Department of Pharmacology and Toxicology, University of Lausanne, Lausanne, Switzerland
| | - Shuo Li
- Department of Molecular Cardiology, Lerner Research Institute, Cleveland, United States
| | - Marcel Bokhove
- Department of Biosciences and Nutrition & Center for Innovative Medicine, Karolinska Institutet, Huddinge, Sweden
| | - Angela Bachi
- Functional Proteomics, FIRC Institute of Molecular Oncology, Milan, Italy.,Protein Microsequencing Facility, San Raffaele Scientific Institute, Milan, Italy
| | - Edith Hummler
- Department of Pharmacology and Toxicology, University of Lausanne, Lausanne, Switzerland
| | - Olivier Devuyst
- Institute of Physiology, Zurich Center for Integrative Human Physiology, University of Zurich, Zurich, Switzerland
| | - Qingyu Wu
- Department of Molecular Cardiology, Lerner Research Institute, Cleveland, United States
| | - Luca Jovine
- Department of Biosciences and Nutrition & Center for Innovative Medicine, Karolinska Institutet, Huddinge, Sweden
| | - Luca Rampoldi
- Division of Genetics and Cell Biology, San Raffaele Scientific Institute, Milan, Italy
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170
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Fu Q, Grote E, Zhu J, Jelinek C, Köttgen A, Coresh J, Van Eyk JE. An Empirical Approach to Signature Peptide Choice for Selected Reaction Monitoring: Quantification of Uromodulin in Urine. Clin Chem 2015; 62:198-207. [PMID: 26589548 DOI: 10.1373/clinchem.2015.242495] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2015] [Accepted: 11/03/2015] [Indexed: 02/01/2023]
Abstract
BACKGROUND Many avenues have been proposed for a seamless transition between biomarker discovery data and selected reaction monitoring (SRM) assays for biomarker validation. Unfortunately, studies with the abundant urinary protein uromodulin have shown that these methods do not converge on a consistent set of surrogate peptides for targeted mass spectrometry. As an alternative, we present an empirical peptide selection work flow for robust protein quantification. METHODS We compared the relative SRM signal intensity of 12 uromodulin-derived peptides between tryptic digests of 9 urine samples. Pairwise CVs between the 12 peptides were 0.19-0.99. We used a correlation matrix to identify peptides that reproducibly tracked the amount of uromodulin protein and selected 4 peptides with robust and highly correlated SRM signals. Absolute quantification was performed with stable isotope-labeled versions of these peptides as internal standards and a standard curve prepared from a tryptic digest of purified uromodulin. RESULTS Absolute quantification of uromodulin in 40 clinical urine samples yielded interpeptide correlations of ≥0.984 and correlations of ≥0.912 with ELISA data. The SRM assays were linear over >3 orders of magnitude and had typical interdigest CVs of <10%, interinjection CVs of <7%, and intertransition CVs of <7%. CONCLUSIONS Comparing the apparent abundance of a plurality of peptides derived from the same target protein makes it possible to select signature peptides that are unaffected by the unpredictable confounding factors inevitably present in biological samples.
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Affiliation(s)
- Qin Fu
- Advanced Clinical Biosystems Research Institute, The Heart Institute, Cedars Sinai Medical Center, Los Angeles, CA;
| | - Eric Grote
- Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD
| | - Jie Zhu
- Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD
| | - Christine Jelinek
- Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD
| | - Anna Köttgen
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Renal Division, Medical Center, University of Freiburg, Freiburg, Germany
| | - Josef Coresh
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Jennifer E Van Eyk
- Advanced Clinical Biosystems Research Institute, The Heart Institute, Cedars Sinai Medical Center, Los Angeles, CA; Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD
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171
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Ounissi M, Benkirane A, Dempsey E, Soares R, Jullien V, Pons G, Chhun S. A review of potential pharmacogenetic effects on catecholamine responses. Drug Metab Rev 2015; 47:558-64. [PMID: 26530497 DOI: 10.3109/03602532.2015.1102932] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Considerably, variability in the clinical response to inotropic agents is observed and could be explained partially by the genetic variants, such as single-nucleotide polymorphism (SNP) in genes encoding for enzymes implicated in catecholamines synthesis, metabolism, storage and release or in the signaling pathway. This review highlights the potential effect of pharmacogenetics studies in hemodynamic response and identified 11 SNPs that could be relevant to explain the high variability drug response for a same dose. Cardiovascular instability, such as hypotension, is one of the premature birth complications. The pharmacogenetics studies evaluating these SNP may be useful to better understand the clinical outcome, particularly in this population.
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Affiliation(s)
- Marwa Ounissi
- a Université Paris Descartes, INSERM U1129 , Paris , France
| | - Aida Benkirane
- a Université Paris Descartes, INSERM U1129 , Paris , France
| | - Eugene Dempsey
- b Department of Pediatrics and Child Health , University College and Irish Centre for Fetal and Neonatal Translational Research (INFANT) , Cork , Ireland
| | - Ricardo Soares
- a Université Paris Descartes, INSERM U1129 , Paris , France
| | - Vincent Jullien
- a Université Paris Descartes, INSERM U1129 , Paris , France .,c Service De Pharmacologie, Hôpital Européen Georges Pompidou , Paris , France
| | - Gérard Pons
- a Université Paris Descartes, INSERM U1129 , Paris , France
| | - Stéphanie Chhun
- d Institut Necker Enfants-Malades (INEM), INSERM U1151 , Paris , France , and.,e Laboratoire D'immunologie Biologique , Hôpital Universitaire Necker-Enfants Malades , AP-HP Paris , France
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172
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Kato N, Loh M, Takeuchi F, Verweij N, Wang X, Zhang W, Kelly TN, Saleheen D, Lehne B, Leach IM, Drong AW, Abbott J, Wahl S, Tan ST, Scott WR, Campanella G, Chadeau-Hyam M, Afzal U, Ahluwalia TS, Bonder MJ, Chen P, Dehghan A, Edwards TL, Esko T, Go MJ, Harris SE, Hartiala J, Kasela S, Kasturiratne A, Khor CC, Kleber ME, Li H, Yu Mok Z, Nakatochi M, Sapari NS, Saxena R, Stewart AFR, Stolk L, Tabara Y, Teh AL, Wu Y, Wu JY, Zhang Y, Aits I, Da Silva Couto Alves A, Das S, Dorajoo R, Hopewell JC, Kim YK, Koivula RW, Luan J, Lyytikäinen LP, Nguyen QN, Pereira MA, Postmus I, Raitakari OT, Bryan MS, Scott RA, Sorice R, Tragante V, Traglia M, White J, Yamamoto K, Zhang Y, Adair LS, Ahmed A, Akiyama K, Asif R, Aung T, Barroso I, Bjonnes A, Braun TR, Cai H, Chang LC, Chen CH, Cheng CY, Chong YS, Collins R, Courtney R, Davies G, Delgado G, Do LD, Doevendans PA, Gansevoort RT, Gao YT, Grammer TB, Grarup N, Grewal J, Gu D, Wander GS, Hartikainen AL, Hazen SL, He J, Heng CK, Hixson JE, Hofman A, Hsu C, Huang W, Husemoen LLN, Hwang JY, et alKato N, Loh M, Takeuchi F, Verweij N, Wang X, Zhang W, Kelly TN, Saleheen D, Lehne B, Leach IM, Drong AW, Abbott J, Wahl S, Tan ST, Scott WR, Campanella G, Chadeau-Hyam M, Afzal U, Ahluwalia TS, Bonder MJ, Chen P, Dehghan A, Edwards TL, Esko T, Go MJ, Harris SE, Hartiala J, Kasela S, Kasturiratne A, Khor CC, Kleber ME, Li H, Yu Mok Z, Nakatochi M, Sapari NS, Saxena R, Stewart AFR, Stolk L, Tabara Y, Teh AL, Wu Y, Wu JY, Zhang Y, Aits I, Da Silva Couto Alves A, Das S, Dorajoo R, Hopewell JC, Kim YK, Koivula RW, Luan J, Lyytikäinen LP, Nguyen QN, Pereira MA, Postmus I, Raitakari OT, Bryan MS, Scott RA, Sorice R, Tragante V, Traglia M, White J, Yamamoto K, Zhang Y, Adair LS, Ahmed A, Akiyama K, Asif R, Aung T, Barroso I, Bjonnes A, Braun TR, Cai H, Chang LC, Chen CH, Cheng CY, Chong YS, Collins R, Courtney R, Davies G, Delgado G, Do LD, Doevendans PA, Gansevoort RT, Gao YT, Grammer TB, Grarup N, Grewal J, Gu D, Wander GS, Hartikainen AL, Hazen SL, He J, Heng CK, Hixson JE, Hofman A, Hsu C, Huang W, Husemoen LLN, Hwang JY, Ichihara S, Igase M, Isono M, Justesen JM, Katsuya T, Kibriya MG, Kim YJ, Kishimoto M, Koh WP, Kohara K, Kumari M, Kwek K, Lee NR, Lee J, Liao J, Lieb W, Liewald DCM, Matsubara T, Matsushita Y, Meitinger T, Mihailov E, Milani L, Mills R, Mononen N, Müller-Nurasyid M, Nabika T, Nakashima E, Ng HK, Nikus K, Nutile T, Ohkubo T, Ohnaka K, Parish S, Paternoster L, Peng H, Peters A, Pham ST, Pinidiyapathirage MJ, Rahman M, Rakugi H, Rolandsson O, Ann Rozario M, Ruggiero D, Sala CF, Sarju R, Shimokawa K, Snieder H, Sparsø T, Spiering W, Starr JM, Stott DJ, Stram DO, Sugiyama T, Szymczak S, Tang WHW, Tong L, Trompet S, Turjanmaa V, Ueshima H, Uitterlinden AG, Umemura S, Vaarasmaki M, van Dam RM, van Gilst WH, van Veldhuisen DJ, Viikari JS, Waldenberger M, Wang Y, Wang A, Wilson R, Wong TY, Xiang YB, Yamaguchi S, Ye X, Young RD, Young TL, Yuan JM, Zhou X, Asselbergs FW, Ciullo M, Clarke R, Deloukas P, Franke A, Franks PW, Franks S, Friedlander Y, Gross MD, Guo Z, Hansen T, Jarvelin MR, Jørgensen T, Jukema JW, kähönen M, Kajio H, Kivimaki M, Lee JY, Lehtimäki T, Linneberg A, Miki T, Pedersen O, Samani NJ, Sørensen TIA, Takayanagi R, Toniolo D, BIOS-consortium, CARDIo GRAMplusCD, LifeLines Cohort Study, The InterAct Consortium, Ahsan H, Allayee H, Chen YT, Danesh J, Deary IJ, Franco OH, Franke L, Heijman BT, Holbrook JD, Isaacs A, Kim BJ, Lin X, Liu J, März W, Metspalu A, Mohlke KL, Sanghera DK, Shu XO, van Meurs JBJ, Vithana E, Wickremasinghe AR, Wijmenga C, Wolffenbuttel BHW, Yokota M, Zheng W, Zhu D, Vineis P, Kyrtopoulos SA, Kleinjans JCS, McCarthy MI, Soong R, Gieger C, Scott J, Teo YY, He J, Elliott P, Tai ES, van der Harst P, Kooner JS, Chambers JC. Trans-ancestry genome-wide association study identifies 12 genetic loci influencing blood pressure and implicates a role for DNA methylation. Nat Genet 2015; 47:1282-1293. [PMID: 26390057 PMCID: PMC4719169 DOI: 10.1038/ng.3405] [Show More Authors] [Citation(s) in RCA: 256] [Impact Index Per Article: 25.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2015] [Accepted: 08/21/2015] [Indexed: 12/17/2022]
Abstract
We carried out a trans-ancestry genome-wide association and replication study of blood pressure phenotypes among up to 320,251 individuals of East Asian, European and South Asian ancestry. We find genetic variants at 12 new loci to be associated with blood pressure (P = 3.9 × 10(-11) to 5.0 × 10(-21)). The sentinel blood pressure SNPs are enriched for association with DNA methylation at multiple nearby CpG sites, suggesting that, at some of the loci identified, DNA methylation may lie on the regulatory pathway linking sequence variation to blood pressure. The sentinel SNPs at the 12 new loci point to genes involved in vascular smooth muscle (IGFBP3, KCNK3, PDE3A and PRDM6) and renal (ARHGAP24, OSR1, SLC22A7 and TBX2) function. The new and known genetic variants predict increased left ventricular mass, circulating levels of NT-proBNP, and cardiovascular and all-cause mortality (P = 0.04 to 8.6 × 10(-6)). Our results provide new evidence for the role of DNA methylation in blood pressure regulation.
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Affiliation(s)
- Norihiro Kato
- Department of Gene Diagnostics and Therapeutics, Research Institute, National Center for Global Health and Medicine, Tokyo, Japan
| | - Marie Loh
- Institute of Health Sciences, University of Oulu, Oulu, Finland
- Department of Epidemiology and Biostatistics, Imperial College London, London, UK
- Translational Laboratory in Genetic Medicine, Agency for Science, Technology and Research (A*STAR), Singapore
| | - Fumihiko Takeuchi
- Department of Gene Diagnostics and Therapeutics, Research Institute, National Center for Global Health and Medicine, Tokyo, Japan
| | - Niek Verweij
- Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Xu Wang
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore
| | - Weihua Zhang
- Department of Epidemiology and Biostatistics, Imperial College London, London, UK
- Ealing Hospital National Health Service (NHS) Trust, Middlesex, UK
| | - Tanika N Kelly
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, Louisiana, USA
| | - Danish Saleheen
- Center for Non-Communicable Diseases, Karachi, Pakistan
- Department of Public Health and Primary Care, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK
- Cardiovascular Institute, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Benjamin Lehne
- Department of Epidemiology and Biostatistics, Imperial College London, London, UK
| | - Irene Mateo Leach
- Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Alexander W Drong
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
| | - James Abbott
- Bioinformatics Support Service, Imperial College London, London, UK
| | - Simone Wahl
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München–German Research Center for Environmental Health, Neuherberg, Germany
- German Center for Diabetes Research (DZD), Neuherberg, Germany
| | - Sian-Tsung Tan
- Ealing Hospital National Health Service (NHS) Trust, Middlesex, UK
- National Heart and Lung Institute, Imperial College London, London, UK
| | - William R Scott
- Department of Epidemiology and Biostatistics, Imperial College London, London, UK
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Gianluca Campanella
- Department of Epidemiology and Biostatistics, Imperial College London, London, UK
| | - Marc Chadeau-Hyam
- Department of Epidemiology and Biostatistics, Imperial College London, London, UK
| | - Uzma Afzal
- Department of Epidemiology and Biostatistics, Imperial College London, London, UK
- Ealing Hospital National Health Service (NHS) Trust, Middlesex, UK
| | - Tarunveer S Ahluwalia
- Novo Nordisk Foundation Centre for Basic Metabolic Research, Section of Metabolic Genetics, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Copenhagen Prospective Studies on Asthma in Childhood (COSPAC), Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
- Steno Diabetes Center, Gentofte, Denmark
| | - Marc Jan Bonder
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Peng Chen
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore
| | - Abbas Dehghan
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Todd L Edwards
- Vanderbilt Epidemiology Center, Center for Human Genetics Research, Division of Epidemiology, Department of Medicine, Vanderbilt University, Nashville, Tennessee, USA
| | - Tõnu Esko
- Estonian Genome Center, University of Tartu, Tartu, Estonia
- Division of Endocrinology, Children’s Hospital Boston, Boston, Massachusetts, USA
- Department of Genetics, Harvard Medical School, Boston, Massachusetts, USA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, Massachusetts, USA
| | - Min Jin Go
- Center for Genome Science, National Institute of Health, Osong Health Technology Administration Complex, Chungcheongbuk-do, Republic of Korea
| | - Sarah E Harris
- Medical Genetics Section, University of Edinburgh Centre for Genomic and Experimental Medicine and Medical Research Council (MRC) Institute of Genetics and Molecular Medicine, Western General Hospital, Edinburgh, UK
- Centre for Cognitive Aging and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK
| | - Jaana Hartiala
- Department of Preventive Medicine, University of Southern California Keck School of Medicine, Los Angeles, California, USA
- Institute for Genetic Medicine, University of Southern California Keck School of Medicine, Los Angeles, California, USA
| | - Silva Kasela
- Estonian Genome Center, University of Tartu, Tartu, Estonia
| | | | - Chiea-Chuen Khor
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore
- Genome Institute of Singapore, A*STAR, Singapore
- Department of Ophthalmology, National University of Singapore, Singapore
- Department of Paediatrics, National University of Singapore, Singapore
| | - Marcus E Kleber
- Medical Clinic V, Mannheim Medical Faculty, University of Heidelberg, Mannheim, Germany
| | - Huaixing Li
- Key Laboratory of Nutrition and Metabolism, Institute for Nutritional Sciences, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, China
| | - Zuan Yu Mok
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | - Masahiro Nakatochi
- Center for Advanced Medicine and Clinical Research, Nagoya University Hospital, Nagoya, Japan
| | - Nur Sabrina Sapari
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | - Richa Saxena
- Center for Human Genetic Research, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Alexandre F R Stewart
- University of Ottawa Heart Institute, Cardiovascular Research Methods Centre, Ottawa, Ontario, Canada
- Ruddy Canadian Cardiovascular Genetics Centre, Ottawa, Ontario, Canada
| | - Lisette Stolk
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Yasuharu Tabara
- Center for Genomic Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Ai Ling Teh
- Singapore Institute for Clinical Sciences (SICS), A*STAR, Singapore
| | - Ying Wu
- Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Jer-Yuarn Wu
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
- School of Chinese Medicine, China Medical University, Taichung, Taiwan
| | - Yi Zhang
- State Key Laboratory of Medical Genetics, Shanghai Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai Institute of Hypertension, Shanghai, China
| | - Imke Aits
- Institute of Epidemiology and Biobank popgen, Christian Albrechts University of Kiel, Kiel, Germany
| | - Alexessander Da Silva Couto Alves
- Department of Epidemiology and Biostatistics, MRC Health Protection Agency (PHE) Centre for Environment and Health, School of Public Health, Imperial College London, London, UK
| | - Shikta Das
- Department of Epidemiology and Biostatistics, MRC Health Protection Agency (PHE) Centre for Environment and Health, School of Public Health, Imperial College London, London, UK
| | | | - Jemma C Hopewell
- Clinical Trials Support Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Yun Kyoung Kim
- Center for Genome Science, National Institute of Health, Osong Health Technology Administration Complex, Chungcheongbuk-do, Republic of Korea
| | - Robert W Koivula
- Department of Clinical Sciences, Genetic and Molecular Epidemiology Unit, Skåne University Hospital Malmö, Malmö, Sweden
| | - Jian’an Luan
- MRC Epidemiology Unit, Institute of Metabolic Science, University of Cambridge, Cambridge, UK
| | - Leo-Pekka Lyytikäinen
- Department of Clinical Chemistry, Fimlab Laboratories, Tampere, Finland
- Department of Clinical Chemistry, University of Tampere School of Medicine, Tampere, Finland
| | - Quang N Nguyen
- Vietnam National Heart Institute, Bach Mai Hospital, Hanoi, Vietnam
| | - Mark A Pereira
- School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA
| | - Iris Postmus
- Department of Gerontology and Geriatrics, Leiden University Medical Center, Leiden, the Netherlands
- Netherlands Consortium for Healthy Ageing, Leiden, the Netherlands
| | - Olli T Raitakari
- Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku, Finland
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
| | - Molly Scannell Bryan
- Department of Public Health Sciences, University of Chicago, Chicago, Illinois, USA
| | - Robert A Scott
- MRC Epidemiology Unit, Institute of Metabolic Science, University of Cambridge, Cambridge, UK
| | - Rossella Sorice
- Institute of Genetics and Biophysics A Buzzati-Traverso, CNR, Naples, Italy
| | - Vinicius Tragante
- Division of Heart and Lungs, Department of Cardiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Michela Traglia
- Division of Genetics and Cell Biology, San Raffaele Scientific Institute, Milan, Italy
- Institute for Maternal and Child Health, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) ‘Burlo Garofolo’, Trieste, Italy
| | - Jon White
- University College London Genetics Institute, Department of Genetics, Environment and Evolution, University College London, London, UK
| | - Ken Yamamoto
- Division of Genomics, Medical Institute of Bioregulation, Kyushu University, Fukuoka, Japan
| | - Yonghong Zhang
- Department of Epidemiology, School of Public Health, Medical College of Soochow University, Suzhou, China
| | - Linda S Adair
- Department of Nutrition, University of North Carolina, Chapel Hill, North Carolina, USA
| | | | - Koichi Akiyama
- Department of Gene Diagnostics and Therapeutics, Research Institute, National Center for Global Health and Medicine, Tokyo, Japan
| | - Rasheed Asif
- Center for Non-Communicable Diseases, Karachi, Pakistan
| | - Tin Aung
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Inês Barroso
- Metabolic Disease Group, Wellcome Trust Sanger Institute, Cambridge, UK
- National Institute for Health Research (NIHR) Cambridge Biomedical Research Centre, Institute of Metabolic Science, Addenbrooke’s Hospital, Cambridge, UK
- University of Cambridge Metabolic Research Laboratories, Institute of Metabolic Science, Addenbrooke’s Hospital, Cambridge, UK
| | - Andrew Bjonnes
- Center for Human Genetic Research, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Timothy R Braun
- Department of Pediatrics, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Hui Cai
- Vanderbilt Epidemiology Center, Division of Epidemiology, Department of Medicine, Vanderbilt Genetics Institute, Vanderbilt University, Nashville, Tennessee, USA
- Vanderbilt-Ingram Cancer Center, Division of Epidemiology, Department of Medicine, Vanderbilt University, Nashville, Tennessee, USA
| | - Li-Ching Chang
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
| | - Chien-Hsiun Chen
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
- School of Chinese Medicine, China Medical University, Taichung, Taiwan
| | - Ching-Yu Cheng
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore
- Department of Ophthalmology, National University of Singapore, Singapore
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- Centre for Quantitative Medicine, Office of Clinical Sciences, Duke–National University of Singapore Graduate Medical School, Singapore
| | - Yap-Seng Chong
- Singapore Institute for Clinical Sciences (SICS), A*STAR, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Rory Collins
- Clinical Trials Support Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Regina Courtney
- Vanderbilt Epidemiology Center, Division of Epidemiology, Department of Medicine, Vanderbilt Genetics Institute, Vanderbilt University, Nashville, Tennessee, USA
- Vanderbilt-Ingram Cancer Center, Division of Epidemiology, Department of Medicine, Vanderbilt University, Nashville, Tennessee, USA
| | - Gail Davies
- Centre for Cognitive Aging and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK
- Department of Psychology, University of Edinburgh, Edinburgh, UK
| | - Graciela Delgado
- Medical Clinic V, Mannheim Medical Faculty, University of Heidelberg, Mannheim, Germany
| | - Loi D Do
- Vietnam National Heart Institute, Bach Mai Hospital, Hanoi, Vietnam
| | - Pieter A Doevendans
- Division of Heart and Lungs, Department of Cardiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Ron T Gansevoort
- Department of Internal Medicine, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Yu-Tang Gao
- Department of Epidemiology, Shanghai Cancer Institute, Shanghai, China
| | - Tanja B Grammer
- Medical Clinic V, Mannheim Medical Faculty, University of Heidelberg, Mannheim, Germany
| | - Niels Grarup
- Novo Nordisk Foundation Centre for Basic Metabolic Research, Section of Metabolic Genetics, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Jagvir Grewal
- Department of Epidemiology and Biostatistics, Imperial College London, London, UK
- Ealing Hospital National Health Service (NHS) Trust, Middlesex, UK
| | - Dongfeng Gu
- Fu Wai Hospital and Cardiovascular Institute, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Gurpreet S Wander
- Dayanand Medical College and Hospital Unit, Hero DMC Heart Institute, Ludhiana, India
| | - Anna-Liisa Hartikainen
- Department of Obstetrics and Gynecology, Oulu University Hospital, Oulu, Finland
- Medical Research Center, University of Oulu, Oulu, Finland
- Unit of Primary Care, Oulu University Hospital, Oulu, Finland
| | - Stanley L Hazen
- Department of Cardiovascular Medicine, Heart and Vascular Institute, Cleveland Clinic, Cleveland, Ohio, USA
- Department of Cell Biology, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Jing He
- Department of Biostatistics, Vanderbilt University, Nashville, Tennessee, USA
| | - Chew-Kiat Heng
- Department of Paediatrics, Yong Loo Lin School of Medicine, Singapore
| | - James E Hixson
- Human Genetics Center, University of Texas School of Public Health at Houston, Houston, Texas, USA
| | - Albert Hofman
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Chris Hsu
- University of Southern California Keck School of Medicine, Los Angeles, California, USA
| | - Wei Huang
- Department of Genetics, Chinese National Human Genomic Center, Shanghai, China
| | - Lise L N Husemoen
- Research Centre for Prevention and Health, Glostrup University Hospital, Glostrup, Denmark
| | - Joo-Yeon Hwang
- Center for Genome Science, National Institute of Health, Osong Health Technology Administration Complex, Chungcheongbuk-do, Republic of Korea
| | - Sahoko Ichihara
- Graduate School of Regional Innovation Studies, Mie University, Tsu, Japan
| | - Michiya Igase
- Department of Geriatric Medicine, Ehime University Graduate School of Medicine, Toon, Ehime, Japan
| | - Masato Isono
- Department of Gene Diagnostics and Therapeutics, Research Institute, National Center for Global Health and Medicine, Tokyo, Japan
| | - Johanne M Justesen
- Novo Nordisk Foundation Centre for Basic Metabolic Research, Section of Metabolic Genetics, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Tomohiro Katsuya
- Department of Clinical Gene Therapy, Osaka University Graduate School of Medicine, Suita, Japan
- Department of Geriatric Medicine and Nephrology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Muhammad G Kibriya
- Department of Public Health Sciences, University of Chicago, Chicago, Illinois, USA
| | - Young Jin Kim
- Center for Genome Science, National Institute of Health, Osong Health Technology Administration Complex, Chungcheongbuk-do, Republic of Korea
| | | | - Woon-Puay Koh
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore
- Duke–National University of Singapore Graduate Medical School, Singapore
| | - Katsuhiko Kohara
- Department of Geriatric Medicine, Ehime University Graduate School of Medicine, Toon, Ehime, Japan
| | - Meena Kumari
- Department of Epidemiology and Public Health, University College London, London, UK
| | | | - Nanette R Lee
- University of San Carlos Office of Population Studies Foundation, University of San Carlos, Cebu City, Philippines
- Department of Anthropology, Sociology and History, University of San Carlos, Cebu City, Philippines
| | - Jeannette Lee
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore
| | - Jiemin Liao
- Department of Ophthalmology, National University of Singapore, Singapore
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Wolfgang Lieb
- Institute of Epidemiology and Biobank popgen, Christian Albrechts University of Kiel, Kiel, Germany
| | - David C M Liewald
- Centre for Cognitive Aging and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK
- Department of Psychology, University of Edinburgh, Edinburgh, UK
| | - Tatsuaki Matsubara
- Department of Internal Medicine, Aichi-Gakuin University School of Dentistry, Nagoya, Japan
| | - Yumi Matsushita
- National Center for Global Health and Medicine, Toyama, Japan
| | - Thomas Meitinger
- Institute of Human Genetics, Helmholtz Zentrum München–German Research Center for Environmental Health, Neuherberg, Germany
- Institute of Human Genetics, Technische Universität München, Munich, Germany
| | | | - Lili Milani
- Estonian Genome Center, University of Tartu, Tartu, Estonia
| | - Rebecca Mills
- Ealing Hospital National Health Service (NHS) Trust, Middlesex, UK
| | - Nina Mononen
- Department of Clinical Chemistry, Fimlab Laboratories, Tampere, Finland
- Department of Clinical Chemistry, University of Tampere School of Medicine, Tampere, Finland
| | - Martina Müller-Nurasyid
- Institute of Genetic Epidemiology, Helmholtz Zentrum München–German Research Center for Environmental Health, Neuherberg, Germany
- Department of Medicine I, Ludwig Maximilians University Munich, Munich, Germany
- German Center for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, Munich, Germany
| | - Toru Nabika
- Department of Functional Pathology, Shimane University Faculty of Medicine, Izumo, Japan
| | - Eitaro Nakashima
- Division of Endocrinology and Diabetes, Department of Internal Medicine, Nagoya University Graduate School of Medicine, Nagoya, Japan
- Department of Diabetes and Endocrinology, Chubu Rosai Hospital, Nagoya, Japan
| | - Hong Kiat Ng
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | - Kjell Nikus
- Heart Centre, Department of Cardiology, Tampere University Hospital and University of Tampere School of Medicine, Tampere, Finland
| | - Teresa Nutile
- Institute of Genetics and Biophysics A Buzzati-Traverso, CNR, Naples, Italy
| | - Takayoshi Ohkubo
- Department of Hygiene and Public Health, Teikyo University School of Medicine, Tokyo, Japan
| | - Keizo Ohnaka
- Department of Geriatric Medicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Sarah Parish
- Clinical Trials Support Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | | | - Hao Peng
- Department of Epidemiology, School of Public Health, Medical College of Soochow University, Suzhou, China
| | - Annette Peters
- Institute of Epidemiology II, Helmholtz Zentrum München–German Research Center for Environmental Health, Neuherberg, Germany
- German Center for Cardiovascular Research (DZHK), partner site Munich Heart Alliance, Munich, Germany
| | - Son T Pham
- Vietnam National Heart Institute, Bach Mai Hospital, Hanoi, Vietnam
| | | | - Mahfuzar Rahman
- UChicago Research Bangladesh, Uttara, Dhaka, Bangladesh
- Research and Evaluation Division, Bangladesh Rehabilitation Assistance Committee (BRAC), Dhaka, Bangladesh
| | - Hiromi Rakugi
- Department of Geriatric Medicine and Nephrology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Olov Rolandsson
- Department of Public Health and Clinical Medicine, Section for Family Medicine, Umeå Universitet, Umeå, Sweden
| | - Michelle Ann Rozario
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
| | - Daniela Ruggiero
- Institute of Genetics and Biophysics A Buzzati-Traverso, CNR, Naples, Italy
| | - Cinzia F Sala
- Division of Genetics and Cell Biology, San Raffaele Scientific Institute, Milan, Italy
| | - Ralhan Sarju
- Dayanand Medical College and Hospital Unit, Hero DMC Heart Institute, Ludhiana, India
| | - Kazuro Shimokawa
- Department of Gene Diagnostics and Therapeutics, Research Institute, National Center for Global Health and Medicine, Tokyo, Japan
| | - Harold Snieder
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Thomas Sparsø
- Novo Nordisk Foundation Centre for Basic Metabolic Research, Section of Metabolic Genetics, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Wilko Spiering
- Department of Vascular Medicine, University Medical Center Utrecht, Utrecht, the Netherlands
| | - John M Starr
- Centre for Cognitive Aging and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK
- Alzheimer Scotland Dementia Research Centre, University of Edinburgh, Edinburgh, UK
| | - David J Stott
- Academic Section of Geriatric Medicine, Institute of Cardiovascular and Medical Sciences, Faculty of Medicine, University of Glasgow, Glasgow, UK
| | - Daniel O Stram
- University of Southern California Keck School of Medicine, Los Angeles, California, USA
| | - Takao Sugiyama
- Institute for Adult Diseases, Asahi Life Foundation, Tokyo, Japan
| | - Silke Szymczak
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
| | - W H Wilson Tang
- Department of Cardiovascular Medicine, Heart and Vascular Institute, Cleveland Clinic, Cleveland, Ohio, USA
- Department of Cellular and Molecular Medicine, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - Lin Tong
- Department of Public Health Sciences, University of Chicago, Chicago, Illinois, USA
| | - Stella Trompet
- Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Väinö Turjanmaa
- Department of Clinical Physiology, Tampere University Hospital, Tampere, Finland
- Department of Clinical Physiology, University of Tampere School of Medicine, Tampere, Finland
| | - Hirotsugu Ueshima
- Department of Health Science, Shiga University of Medical Science, Otsu, Japan
- Center for Epidemiologic Research in Asia, Shiga University of Medical Science, Otsu, Japan
| | - André G Uitterlinden
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Satoshi Umemura
- Department of Medical Science and Cardiorenal Medicine, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Marja Vaarasmaki
- Department of Obstetrics and Gynecology, Oulu University Hospital, Oulu, Finland
- Medical Research Center, University of Oulu, Oulu, Finland
- Unit of Primary Care, Oulu University Hospital, Oulu, Finland
| | - Rob M van Dam
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore
| | - Wiek H van Gilst
- Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Dirk J van Veldhuisen
- Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Jorma S Viikari
- Division of Medicine, Turku University Hospital, Turku, Finland
- Department of Medicine, University of Turku, Turku, Finland
| | - Melanie Waldenberger
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München–German Research Center for Environmental Health, Neuherberg, Germany
- Institute of Epidemiology II, Helmholtz Zentrum München–German Research Center for Environmental Health, Neuherberg, Germany
| | - Yiqin Wang
- Key Laboratory of Nutrition and Metabolism, Institute for Nutritional Sciences, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, China
| | - Aili Wang
- Department of Epidemiology, School of Public Health, Medical College of Soochow University, Suzhou, China
| | - Rory Wilson
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München–German Research Center for Environmental Health, Neuherberg, Germany
- Institute of Epidemiology II, Helmholtz Zentrum München–German Research Center for Environmental Health, Neuherberg, Germany
| | - Tien-Yin Wong
- Department of Ophthalmology, National University of Singapore, Singapore
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Yong-Bing Xiang
- Department of Epidemiology, Shanghai Cancer Institute, Shanghai, China
| | - Shuhei Yamaguchi
- Third Department of Internal Medicine, Shimane University Faculty of Medicine, Izumo, Japan
| | - Xingwang Ye
- Key Laboratory of Nutrition and Metabolism, Institute for Nutritional Sciences, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, China
| | - Robin D Young
- Department of Public Health and Primary Care, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK
| | - Terri L Young
- Neuroscience and Behavioural Disorders (NBD) Program, Duke–National University of Singapore Graduate Medical School, Singapore
- Duke Eye Center, Duke University Medical Center, Durham, North Carolina, USA
| | - Jian-Min Yuan
- Cancer Control and Population Sciences, University of Pittsburgh Cancer Institute, Pittsburgh, Pennsylvania, USA
| | - Xueya Zhou
- Bioinformatics Division, Tsinghua National Laboratory for Informatics Science and Technology (TNLIST), Ministry of Education Key Laboratory of Bioinformatics, Department of Automation, Tsinghua University, Beijing, China
- Center for Synthetic and Systems Biology, TNLIST, Ministry of Education Key Laboratory of Bioinformatics, Department of Automation, Tsinghua University, Beijing, China
- Department of Psychiatry, University of Hong Kong, Hong Kong
| | - Folkert W Asselbergs
- Division of Heart and Lungs, Department of Cardiology, University Medical Center Utrecht, Utrecht, the Netherlands
- Durrer Center for Cardiogenetic Research, Interuniversity Cardiology Institute of the Netherlands (ICIN)–Netherlands Heart Institute, Utrecht, the Netherlands
- Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London, London, UK
| | - Marina Ciullo
- Institute of Genetics and Biophysics A Buzzati-Traverso, CNR, Naples, Italy
| | - Robert Clarke
- Clinical Trials Support Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Panos Deloukas
- William Harvey Research Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
- King Abdulaziz University, Jeddah, Saudi Arabia
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian Albrechts University of Kiel, Kiel, Germany
| | - Paul W Franks
- Department of Clinical Sciences, Genetic and Molecular Epidemiology Unit, Skåne University Hospital Malmö, Malmö, Sweden
- Department of Public Health and Clinical Medicine, Section for Family Medicine, Umeå Universitet, Umeå, Sweden
- Department of Nutrition, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Steve Franks
- Institute of Reproductive and Developmental Biology, Imperial College London, Hammersmith Hospital, London, UK
| | | | - Myron D Gross
- School of Medicine, University of Minnesota, Minneapolis, Minnesota, USA
| | - Zhirong Guo
- Department of Epidemiology, School of Public Health, Medical College of Soochow University, Suzhou, China
| | - Torben Hansen
- Novo Nordisk Foundation Centre for Basic Metabolic Research, Section of Metabolic Genetics, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Marjo-Riitta Jarvelin
- Institute of Health Sciences, University of Oulu, Oulu, Finland
- Department of Epidemiology and Biostatistics, MRC Health Protection Agency (PHE) Centre for Environment and Health, School of Public Health, Imperial College London, London, UK
- Unit of Primary Care, Oulu University Hospital, Oulu, Finland
- Biocenter Oulu, University of Oulu, Oulu, Finland
- Center for Life Course Epidemiology, Faculty of Medicine, University of Oulu, Oulu, Finland
| | - Torben Jørgensen
- Research Centre for Prevention and Health, Glostrup University Hospital, Glostrup, Denmark
| | - J Wouter Jukema
- Department of Cardiology, Leiden University Medical Center, Leiden, the Netherlands
- Durrer Center for Cardiogenetic Research, Interuniversity Cardiology Institute of the Netherlands (ICIN)–Netherlands Heart Institute, Utrecht, the Netherlands
- ICIN, Utrecht, the Netherlands
| | - Mika kähönen
- Department of Clinical Physiology, Tampere University Hospital, Tampere, Finland
- Department of Clinical Physiology, University of Tampere School of Medicine, Tampere, Finland
| | - Hiroshi Kajio
- National Center for Global Health and Medicine, Toyama, Japan
| | - Mika Kivimaki
- Department of Epidemiology and Public Health, University College London, London, UK
| | - Jong-Young Lee
- Ministry of Health and Welfare, Seoul, Republic of Korea
- THERAGEN ETEX Bio Institute, Suwon, Republic of Korea
| | - Terho Lehtimäki
- Department of Clinical Chemistry, Fimlab Laboratories, Tampere, Finland
- Department of Clinical Chemistry, University of Tampere School of Medicine, Tampere, Finland
| | - Allan Linneberg
- Research Centre for Prevention and Health, Glostrup University Hospital, Glostrup, Denmark
- Department of Clinical Experimental Research, Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Tetsuro Miki
- Department of Geriatric Medicine, Ehime University Graduate School of Medicine, Toon, Ehime, Japan
| | - Oluf Pedersen
- Novo Nordisk Foundation Centre for Basic Metabolic Research, Section of Metabolic Genetics, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Nilesh J Samani
- Department of Cardiovascular Sciences, University of Leicester, Glenfield Hospital, Leicester, UK
- NIHR Leicester Cardiovascular Biomedical Research Unit, Glenfield Hospital, Leicester, UK
| | - Thorkild I A Sørensen
- Novo Nordisk Foundation Centre for Basic Metabolic Research, Section of Metabolic Genetics, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
- Institute of Preventive Medicine, Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark
| | - Ryoichi Takayanagi
- Department of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Kyushu, Japan
| | - Daniela Toniolo
- Division of Genetics and Cell Biology, San Raffaele Scientific Institute, Milan, Italy
- Institute of Molecular Genetics, National Research Council (CNR), Pavia, Italy
| | | | | | | | | | - Habibul Ahsan
- Department of Public Health Sciences, University of Chicago, Chicago, Illinois, USA
| | - Hooman Allayee
- Department of Preventive Medicine, University of Southern California Keck School of Medicine, Los Angeles, California, USA
- Institute for Genetic Medicine, University of Southern California Keck School of Medicine, Los Angeles, California, USA
| | - Yuan-Tsong Chen
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
| | - John Danesh
- Department of Public Health and Primary Care, University of Cambridge, Strangeways Research Laboratory, Cambridge, UK
- Wellcome Trust Sanger Institute, Hinxton, UK
| | - Ian J Deary
- Centre for Cognitive Aging and Cognitive Epidemiology, University of Edinburgh, Edinburgh, UK
- Department of Psychology, University of Edinburgh, Edinburgh, UK
| | - Oscar H Franco
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Lude Franke
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Bastiaan T Heijman
- Molecular Epidemiology, Leiden University Medical Center, Leiden, the Netherlands
| | | | - Aaron Isaacs
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Bong-Jo Kim
- Center for Genome Science, National Institute of Health, Osong Health Technology Administration Complex, Chungcheongbuk-do, Republic of Korea
| | - Xu Lin
- Key Laboratory of Nutrition and Metabolism, Institute for Nutritional Sciences, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, China
| | - Jianjun Liu
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore
- Genome Institute of Singapore, A*STAR, Singapore
| | - Winfried März
- Medical Clinic V, Mannheim Medical Faculty, University of Heidelberg, Mannheim, Germany
- Clinical Institute of Medical and Chemical Laboratory Diagnostics, Medical University of Graz, Graz, Austria
- Synlab Academy, Synlab Services, Mannheim, Germany
| | | | - Karen L Mohlke
- Department of Genetics, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Dharambir K Sanghera
- Department of Pediatrics, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Xiao-Ou Shu
- Vanderbilt Epidemiology Center, Division of Epidemiology, Department of Medicine, Vanderbilt Genetics Institute, Vanderbilt University, Nashville, Tennessee, USA
- Vanderbilt-Ingram Cancer Center, Division of Epidemiology, Department of Medicine, Vanderbilt University, Nashville, Tennessee, USA
| | - Joyce B J van Meurs
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Eranga Vithana
- Department of Ophthalmology, National University of Singapore, Singapore
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- Neuroscience and Behavioural Disorders (NBD) Program, Duke–National University of Singapore Graduate Medical School, Singapore
| | | | - Cisca Wijmenga
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Bruce H W Wolffenbuttel
- Department of Endocrinology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Mitsuhiro Yokota
- Department of Genome Science, Aichi-Gakuin University School of Dentistry, Nagoya, Japan
| | - Wei Zheng
- Vanderbilt Epidemiology Center, Division of Epidemiology, Department of Medicine, Vanderbilt Genetics Institute, Vanderbilt University, Nashville, Tennessee, USA
- Vanderbilt-Ingram Cancer Center, Division of Epidemiology, Department of Medicine, Vanderbilt University, Nashville, Tennessee, USA
| | - Dingliang Zhu
- State Key Laboratory of Medical Genetics, Shanghai Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai Institute of Hypertension, Shanghai, China
| | - Paolo Vineis
- Department of Epidemiology and Biostatistics, Imperial College London, London, UK
| | - Soterios A Kyrtopoulos
- National Hellenic Research Foundation, Institute of Biology, Medicinal Chemistry and Biotechnology, Athens, Greece
| | - Jos C S Kleinjans
- Department of Toxicogenomics, Maastricht University, Maastricht, the Netherlands
| | - Mark I McCarthy
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
- Oxford Centre for Diabetes Endocrinology and Metabolism, University of Oxford, Oxford, UK
| | - Richie Soong
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
- Department of Pathology, National University of Singapore, Singapore
| | - Christian Gieger
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München–German Research Center for Environmental Health, Neuherberg, Germany
- Institute of Epidemiology II, Helmholtz Zentrum München–German Research Center for Environmental Health, Neuherberg, Germany
| | - James Scott
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Yik-Ying Teo
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore
- Genome Institute of Singapore, A*STAR, Singapore
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- National University of Singapore Graduate School for Integrative Science and Engineering, National University of Singapore, Singapore
- Life Sciences Institute, National University of Singapore, Singapore
- Department of Statistics and Applied Probability, National University of Singapore, Singapore
| | - Jiang He
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, Louisiana, USA
| | - Paul Elliott
- Department of Epidemiology and Biostatistics, Imperial College London, London, UK
| | - E Shyong Tai
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore
- Department of Clinical Gene Therapy, Osaka University Graduate School of Medicine, Suita, Japan
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Pim van der Harst
- Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
- Durrer Center for Cardiogenetic Research, Interuniversity Cardiology Institute of the Netherlands (ICIN)–Netherlands Heart Institute, Utrecht, the Netherlands
| | - Jaspal S Kooner
- Ealing Hospital National Health Service (NHS) Trust, Middlesex, UK
- National Heart and Lung Institute, Imperial College London, London, UK
- Imperial College Healthcare NHS Trust, London, UK
| | - John C Chambers
- Department of Epidemiology and Biostatistics, Imperial College London, London, UK
- Ealing Hospital National Health Service (NHS) Trust, Middlesex, UK
- Imperial College Healthcare NHS Trust, London, UK
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173
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Sex-specific association of rs4746172 of VCL gene with hypertension in two Han populations from Southern China. Sci Rep 2015; 5:15245. [PMID: 26487440 PMCID: PMC4613695 DOI: 10.1038/srep15245] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2015] [Accepted: 09/17/2015] [Indexed: 01/11/2023] Open
Abstract
Hypertension is the most common and lethal risk factor for cardiovascular disease (CVD). Numerous variants have been associated with hypertension, however, most of which failed to get replication due to ethnic differences. In this study, we analyzed associations of 10 newly reported single nucleotide polymorphisms (SNPs) in Europeans with hypertension in Chinese. A total of 1766 samples consisting of 880 subjects with hypertension and 886 controls were collected and the SNPs were genotyped using multiple assays based on the SNaPshot mini-sequencing approach. Our results revealed a significant genotypic association of rs4746172 of VCL with hypertension with a lower frequency of minor allele in male subjects (OR = 0.70, 95% CI: 0.54-0.92, p = 0.011) but not in females. To validate the result, we genotyped the SNPs in another Chinese population with 546 individuals, and got a consistent association for the rs4746172 (OR = 0.56, 95% CI: 0.38-0.82, p = 2.4 × 10(-3)) in males. The VCL-encoding protein was involved in cardiomyopathy that associated with hypertension, therefore our results suggest the rs4746172 of VCL may be a novel target for clinical interventions to reduce CVD risk by regulating blood pressure in male Chinese.
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174
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Zheng J, Rao DC, Shi G. An update on genome-wide association studies of hypertension. ACTA ACUST UNITED AC 2015. [DOI: 10.1186/s40535-015-0013-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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175
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Morgado J, Sanches B, Anjos R, Coelho C. Programming of Essential Hypertension: What Pediatric Cardiologists Need to Know. Pediatr Cardiol 2015; 36:1327-37. [PMID: 26015087 DOI: 10.1007/s00246-015-1204-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2015] [Accepted: 05/14/2015] [Indexed: 01/11/2023]
Abstract
Hypertension is recognized as one of the major contributing factors to cardiovascular disease, but its etiology remains incompletely understood. Known genetic and environmental influences can only explain a small part of the variability in cardiovascular disease risk. The missing heritability is currently one of the most important challenges in blood pressure and hypertension genetics. Recently, some promising approaches have emerged that move beyond the DNA sequence and focus on identification of blood pressure genes regulated by epigenetic mechanisms such as DNA methylation, histone modification and microRNAs. This review summarizes information on gene-environmental interactions that lead toward the developmental programming of hypertension with specific reference to epigenetics and provides pediatricians and pediatric cardiologists with a more complete understanding of its pathogenesis.
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Affiliation(s)
- Joana Morgado
- Pediatrics Department, Hospital do Espírito Santo de Évora, Largo Senhor da Pobreza, 7000-811, Évora, Portugal.
| | - Bruno Sanches
- Pediatrics Department, Hospital Garcia de Orta, Almada, Portugal
| | - Rui Anjos
- Pediatric Cardiology Department, Hospital Santa Cruz, Lisbon, Portugal
| | - Constança Coelho
- Genetics Laboratory, Environmental Health Institute, Lisbon Medical School, Lisbon, Portugal
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176
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Sung YJ, Basson J, Cheng N, Nguyen KDH, Nandakumar P, Hunt SC, Arnett DK, Dávila-Román VG, Rao DC, Chakravarti A. The role of rare variants in systolic blood pressure: analysis of ExomeChip data in HyperGEN African Americans. Hum Hered 2015; 79:20-7. [PMID: 25765051 DOI: 10.1159/000375373] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2014] [Accepted: 01/20/2015] [Indexed: 12/27/2022] Open
Abstract
Cardiovascular diseases are among the most significant health problems in the United States today, with their major risk factor, hypertension, disproportionately affecting African Americans (AAs). Although GWAS have identified dozens of common variants associated with blood pressure (BP) and hypertension in European Americans, these variants collectively explain <2.5% of BP variance, and most of the genetic variants remain yet to be identified. Here, we report the results from rare-variant analysis of systolic BP using 94,595 rare and low-frequency variants (minor allele frequency, MAF, <5%) from the Illumina exome array genotyped in 2,045 HyperGEN AAs. In addition to single-variant analysis, 4 gene-level association tests were used for analysis: burden and family-based SKAT tests using MAF cutoffs of 1 and 5%. The gene-based methods often provided lower p values than the single-variant approach. Some consistency was observed across these 4 gene-based analysis options. While neither the gene-based analyses nor the single-variant analysis produced genome-wide significant results, the top signals, which had supporting evidence from multiple gene-based methods, were of borderline significance. Though additional molecular validations are required, 6 of the 16 most promising genes are biologically plausible with physiological connections to BP regulation.
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177
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Jian L, Fa X, Zhou Z, Liu S. Functional analysis of UMOD gene and its effect on inflammatory cytokines in serum of essential hypertension patients. INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL PATHOLOGY 2015; 8:11356-63. [PMID: 26617860 PMCID: PMC4637676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 05/27/2015] [Accepted: 06/29/2015] [Indexed: 06/05/2023]
Abstract
OBJECTIVE The study aimed to investigate the function of uromodulin (UMOD) gene and its effect on inflammatory cytokines in serum of essential hypertension patients. METHODS The online database and software of computer were used for bioinformatics analysis on UMOD gene as well as the structure and function of its encoding proteins. Moreover, radioimmunoassay and enzyme linked immunosorbent assay was adopted to validate the content of urine UMOD protein of essential hypertension patients and their serum inflammatory cytokines. RESULTS As an alkaline and hydrophilic protein, UMOD has no transmembrane region, but it does have a signal peptide sequence. It is mainly located extracellularly, belonging to a secreted protein, whose secondary structure was based mainly on Random coil which account for 58.44%. According to function prediction, it is found that the UMOD protein has stress response which may be participate in the inflammatory reaction. It has been observed from the experiment which was designed on the basis of the correlation between inflammation reaction and essential hypertension that the content of urine UMOD protein of essential hypertension patients who is in stage I was (28.71 ± 10.53) mg/24 h and when compared with the control group's content (30.15 ± 14.10 mg/24 h), the difference was not obviously; The content of urine UMOD protein of essential hypertension patients who's in stage II and III was (18.24 ± 6.12) mg/24 h and (9.43 ± 3.16) mg/24 h, respectively, which were obviously lower than that of the control group (P<0.01). Additionally, the serum inflammatory cytokines, such as TNF-α, IL-6 and IL1-α content of essential hypertension patients were all markedly higher than that of control group (P<0.05). CONCLUSION For essential hypertension patients, there's a close relationship between the expression level of UMOD gene and inflammatory cytokines, which were manifested as the negative correlation between the level of the gene's expression and inflammatory cytokines. That has certain reference value to realize the targeted treatment for essential hypertension through regulated blood pressure conversely in the view of expression level of inflammatory cytokines.
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Affiliation(s)
- Liguo Jian
- Department of Cardiology, The Second Affiliated Hospital of Zhengzhou UniversityZhengzhou, Henan Province, China
| | - Xian’en Fa
- Department of Cardiology, The Second Affiliated Hospital of Zhengzhou UniversityZhengzhou, Henan Province, China
| | - Zheng Zhou
- Department of Respiratory Medicine, The Second Affiliated Hospital of Zhengzhou UniversityZhengzhou, Henan Province, China
| | - Shichao Liu
- Department of Cardiology, The Second Affiliated Hospital of Zhengzhou UniversityZhengzhou, Henan Province, China
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178
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Cui L, Bai Y, Xu J, Zhang J, Zhang H, Zhang S, Zhang W. Single-nucleotide polymorphism of the UMOD promoter is associated with the outcome of chronic kidney disease patients. Biomed Rep 2015; 3:588-592. [PMID: 26171171 DOI: 10.3892/br.2015.471] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2015] [Accepted: 05/21/2015] [Indexed: 12/16/2022] Open
Abstract
Uromodulin (UMOD) is the most abundant protein secreted in urine and the mutated form of the UMOD gene is associated with UMOD-associated kidney disease (UAKD). Although UMOD accumulates in the kidney of UAKD patients, it is unclear whether this also occurred in the chronic kidney disease (CKD) patients. Therefore, the association of single-nucleotide polymorphisms (SNPs) in the promoter region of UMOD gene with the kidney survival time of CKD was investigated. The promoter region of the UMOD gene was sequenced for 111 CKD patients. The Kaplan-Meier method was used to identify the disease outcome associated with SNPs in the promoter region of the UMOD gene in CKD patients. The Cox proportional hazard model was used to identify risk factors for the kidney survival time of CKD. SNPs in reference to GenBank accession NG-000016 were detected at 23 sites of the 481-bp in the UMOD promoter region from the CKD patients and the healthy controls. The 6 SNPs with minor allele frequency >5% in the CKD patients or controls were used for disease risk and outcome analysis. The frequent allele rs13333226AA was associated with a shorter period of kidney survival time in CKD patients (P=0.005). The length of kidney survival time in CKD patients with the rs13333226AA genotype was significantly shorter than that of patients with the frequent allele rs13333226AG+GG (relative risk, 0.361; 95% confidence interval, 0.171-0.761; P=0.007). In conclusion, analysis of genetic polymorphisms in UMOD may help to identify the CKD patient subgroups at a high risk for a disease outcome, thereby helping to refine therapeutic decisions in CKD patients.
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Affiliation(s)
- Liwen Cui
- Department of Nephrology, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, P.R. China
| | - Yaling Bai
- Department of Nephrology, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, P.R. China
| | - Jinsheng Xu
- Department of Nephrology, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, P.R. China
| | - Junxia Zhang
- Department of Nephrology, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, P.R. China
| | - Huiran Zhang
- Department of Nephrology, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, P.R. China
| | - Shenglei Zhang
- Department of Nephrology, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, P.R. China
| | - Wenbo Zhang
- Department of Nephrology, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei 050011, P.R. China
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179
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Salfati E, Morrison AC, Boerwinkle E, Chakravarti A. Direct Estimates of the Genomic Contributions to Blood Pressure Heritability within a Population-Based Cohort (ARIC). PLoS One 2015; 10:e0133031. [PMID: 26162070 PMCID: PMC4498745 DOI: 10.1371/journal.pone.0133031] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2015] [Accepted: 06/23/2015] [Indexed: 01/11/2023] Open
Abstract
Blood pressure (BP) is a heritable trait with multiple environmental and genetic contributions, with current heritability estimates from twin and family studies being ~ 40%. Here, we use genome-wide polymorphism data from the Atherosclerosis Risk in Communities (ARIC) study to estimate BP heritability from genomic relatedness among cohort members. We utilized data on 6,365,596 and 9,578,528 genotyped and imputed common single nucleotide polymorphisms (SNPs), in 8,901 European ancestry (EA) and 2,860 African Ancestry (AA) ARIC participants, respectively, and a mixed linear model for analyses, to make four observations. First, for BP measurements, the heritability is ~20%/~50% and ~27%/~39% for systolic (SBP)/diastolic (DBP) blood pressure in European and African ancestry individuals, respectively, consistent with prior studies. Second, common variants with allele frequency >10% recapitulate most of the BP heritability in these data. Third, the vast majority of BP heritability varies by chromosome, depending on its length, and is largely concentrated in noncoding genomic regions annotated as DNaseI hypersensitive sites (DHSs). Fourth, the majority of this heritability arises from loci not harboring currently known cardiovascular and renal genes. Recent meta-analyses of large-scale genome-wide association studies (GWASs) and admixture mapping have identified ~50 loci associated with BP and hypertension (HTN), and yet they account for only a small fraction (~2%) of the heritability.
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Affiliation(s)
- Elias Salfati
- Center for Complex Disease Genomics, McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, United States of America; Université Paris Descartes, Sorbonne Paris Cite, 75005, Paris, France
| | - Alanna C Morrison
- Human Genetics Center, University of Texas Health Science Center, Houston, TX, 77030, United States of America
| | - Eric Boerwinkle
- Human Genetics Center, University of Texas Health Science Center, Houston, TX, 77030, United States of America
| | - Aravinda Chakravarti
- Center for Complex Disease Genomics, McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, United States of America
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180
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Munroe PB, Tinker A. Genome-wide association studies and contribution to cardiovascular physiology. Physiol Genomics 2015; 47:365-75. [PMID: 26106147 DOI: 10.1152/physiolgenomics.00004.2015] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2015] [Accepted: 06/11/2015] [Indexed: 02/07/2023] Open
Abstract
The study of family pedigrees with rare monogenic cardiovascular disorders has revealed new molecular players in physiological processes. Genome-wide association studies of complex traits with a heritable component may afford a similar and potentially intellectually richer opportunity. In this review we focus on the interpretation of genetic associations and the issue of causality in relation to known and potentially new physiology. We mainly discuss cardiometabolic traits as it reflects our personal interests, but the issues pertain broadly in many other disciplines. We also describe some of the resources that are now available that may expedite follow up of genetic association signals into observations on causal mechanisms and pathophysiology.
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Affiliation(s)
- Patricia B Munroe
- Clinical Pharmacology and The Heart Centre, William Harvey Research Institute, Barts and the London School of Medicine and Dentistry, London, United Kingdom
| | - Andrew Tinker
- Clinical Pharmacology and The Heart Centre, William Harvey Research Institute, Barts and the London School of Medicine and Dentistry, London, United Kingdom
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Next generation sequencing search for uromodulin gene variants related with impaired renal function. Mol Biol Rep 2015; 42:1353-8. [PMID: 26040415 DOI: 10.1007/s11033-015-3883-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2015] [Accepted: 06/01/2015] [Indexed: 10/23/2022]
Abstract
Uromodulin gene (UMOD) mutations have been linked to rare forms of mendelian dominant medullary cystic kidney disease and familial hyperuricemia. In addition, common single nucleotide polymorphisms in the UMOD promoter have been associated with the risk for impaired renal function and chronic kidney disease. Our main purpose was to identify UMOD variants related with impaired renal function in an elderly population. The UMOD gene was next generation sequenced in a total of 100 healthy individuals with normal or reduced renal function [measured as the rate of estimated glomerular filtration (eGFR)]. The identified missense changes and the common promoter rs12917707 polymorphism were determined in individuals with reduced (n = 88) and normal (n = 442) eGFR values. Allele and genotype frequencies were compared between the groups. We only identified a rare UMOD misense change, p.V458L, and the rare leu allele was significantly more frequent in a cohort of individuals with reduced (eGFR < 60) compared to normal eGFR (P = 0.02). The common rs12917707 polymorphism previously linked to renal function and kidney disease was not associated with impaired filtration rate in our cohort. We found a significant effect of the rare p.V458L variant on the value of estimated glomerular filtration. This finding deserves further validation in larger cohorts.
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Menni C, Graham D, Kastenmüller G, Alharbi NHJ, Alsanosi SM, McBride M, Mangino M, Titcombe P, Shin SY, Psatha M, Geisendorfer T, Huber A, Peters A, Wang-Sattler R, Xu T, Brosnan MJ, Trimmer J, Reichel C, Mohney RP, Soranzo N, Edwards MH, Cooper C, Church AC, Suhre K, Gieger C, Dominiczak AF, Spector TD, Padmanabhan S, Valdes AM. Metabolomic identification of a novel pathway of blood pressure regulation involving hexadecanedioate. Hypertension 2015; 66:422-9. [PMID: 26034203 PMCID: PMC4490909 DOI: 10.1161/hypertensionaha.115.05544] [Citation(s) in RCA: 89] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2015] [Accepted: 04/27/2015] [Indexed: 12/21/2022]
Abstract
High blood pressure is a major contributor to the global burden of disease and discovering novel causal pathways of blood pressure regulation has been challenging. We tested blood pressure associations with 280 fasting blood metabolites in 3980 TwinsUK females. Survival analysis for all-cause mortality was performed on significant independent metabolites (P<8.9×10(-5)). Replication was conducted in 2 independent cohorts KORA (n=1494) and Hertfordshire (n=1515). Three independent animal experiments were performed to establish causality: (1) blood pressure change after increasing circulating metabolite levels in Wistar-Kyoto rats; (2) circulating metabolite change after salt-induced blood pressure elevation in spontaneously hypertensive stroke-prone rats; and (3) mesenteric artery response to noradrenaline and carbachol in metabolite treated and control rats. Of the15 metabolites that showed an independent significant association with blood pressure, only hexadecanedioate, a dicarboxylic acid, showed concordant association with blood pressure (systolic BP: β [95% confidence interval], 1.31 [0.83-1.78], P=6.81×10(-8); diastolic BP: 0.81 [0.5-1.11], P=2.96×10(-7)) and mortality (hazard ratio [95% confidence interval], 1.49 [1.08-2.05]; P=0.02) in TwinsUK. The blood pressure association was replicated in KORA and Hertfordshire. In the animal experiments, we showed that oral hexadecanedioate increased both circulating hexadecanedioate and blood pressure in Wistar-Kyoto rats, whereas blood pressure elevation with oral sodium chloride in hypertensive rats did not affect hexadecanedioate levels. Vascular reactivity to noradrenaline was significantly increased in mesenteric resistance arteries from hexadecanedioate-treated rats compared with controls, indicated by the shift to the left of the concentration-response curve (P=0.013). Relaxation to carbachol did not show any difference. Our findings indicate that hexadecanedioate is causally associated with blood pressure regulation through a novel pathway that merits further investigation.
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Affiliation(s)
- Cristina Menni
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Delyth Graham
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Gabi Kastenmüller
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Nora H J Alharbi
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Safaa Md Alsanosi
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Martin McBride
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Massimo Mangino
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Philip Titcombe
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - So-Youn Shin
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Maria Psatha
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Thomas Geisendorfer
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Anja Huber
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Annette Peters
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Rui Wang-Sattler
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Tao Xu
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Mary Julia Brosnan
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Jeff Trimmer
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Christian Reichel
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Robert P Mohney
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Nicole Soranzo
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Mark H Edwards
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Cyrus Cooper
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Alistair C Church
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Karsten Suhre
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Christian Gieger
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Anna F Dominiczak
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Tim D Spector
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
| | - Sandosh Padmanabhan
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.).
| | - Ana M Valdes
- From the Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom (C.M., M.M., M.P., T.D.S., A.M.V.); Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom (D.G., N.H.J.A., S.M.A., M.M.B., A.F.D., S.P.); Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Germany (G.K., K.S.); Faculty of Medicine, University of Southampton, Southampton, United Kingdom (P.T., M.H.E., C.C.); Wellcome Trust Sanger Institute Human Genetics, Hinxton, United Kingdom (S.-Y.S., N.S.); MRC Integrative Epidemiology Unit, School of Social and Community Medicine, University of Bristol, Bristol, United Kingdom (S.-Y.S.); Chemical Analytics, Seibersdorf Labor GmbH, Seibersdorf, Austria (T.G., A.H., C.R.); Institute of Epidemiology II, Helmholtz Zentrum München, Germany (A.P., C.G.); Research Unit Molecular Epidemiology, Helmholtz Zentrum München, Germany (A.P., R.W.-S., T.X.); Cardiovascular and Metabolic Diseases, Pfizer Worldwide Research and Development, Cambridge, MA (M.J.B.); Edison Pharmaceuticals, Mountain View, CA (J.T.); Metabolon, Inc, Durham, NC (R.P.M.); Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom (C.C.); Scottish Pulmonary Vascular Unit, Golden jubilee Hospital, Glasgow, United Kingdom (A.C.C.); Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, Doha, Qatar (K.S.); and Academic Rheumatology, University of Nottingham, Nottingham, United Kingdom (A.M.V.)
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Abstract
Until recently, significant advances in our understanding of the mechanisms of blood pressure regulation arose from studies of monogenic forms of hypertension and hypotension, which identified rare variants that primarily alter renal salt handling. Genome-wide association and exome sequencing studies over the past 6 years have resulted in an unparalleled burst of discovery in the genetics of blood pressure regulation and hypertension. More importantly, genome-wide association studies, while expanding the list of common genetic variants associated with blood pressure and hypertension, are also uncovering novel pathways of blood pressure regulation that augur a new era of novel drug development, repurposing, and stratification in the management of hypertension. In this review, we describe the current state of the art of the genetic and molecular basis of blood pressure and hypertension.
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Affiliation(s)
- Sandosh Padmanabhan
- From the Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences University of Glasgow, Glasgow, United Kingdom (S.P., A.F.D.); and Queen Mary University of London, Barts and The London School of Medicine, Clinical Pharmacology, London, United Kingdom (M.C.)
| | - Mark Caulfield
- From the Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences University of Glasgow, Glasgow, United Kingdom (S.P., A.F.D.); and Queen Mary University of London, Barts and The London School of Medicine, Clinical Pharmacology, London, United Kingdom (M.C.)
| | - Anna F Dominiczak
- From the Institute of Cardiovascular and Medical Sciences, College of Medical, Veterinary and Life Sciences University of Glasgow, Glasgow, United Kingdom (S.P., A.F.D.); and Queen Mary University of London, Barts and The London School of Medicine, Clinical Pharmacology, London, United Kingdom (M.C.).
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Cardiovascular consequences of a polygenetic component of blood pressure in an urban-based longitudinal study: the Malmö diet and cancer. J Hypertens 2015; 32:1424-8; discussion 1428. [PMID: 24879493 DOI: 10.1097/hjh.0000000000000209] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
BACKGROUND A recently published genome wide association study identified 29 single nucleotide polymorphisms (SNPs) influencing blood pressure (BP). Case-control studies suggest that a genetic risk score (GRS) based on these 29 SNPs affect the risk of cardiovascular disease (CVD), but its role for CVD at population level is unknown. Here, we prospectively evaluate the impact of this polygenetic BP component on CVD morbidity and mortality in a large urban-based middle-aged population. METHOD The 29 previously BP associated SNPs were genotyped in the Swedish Malmö Diet and Cancer Study; (n = 27,003 with at least 24 valid SNPs). The number of BP elevating alleles of each SNPs, weighted by their effect size in the discovery studies, was summed into a BP-GRS. RESULTS Using regression models, we found significant associations of the BP-GRS, cross-sectionally, with BP and hypertension prevalence, prospectively, with incident cardiovascular morbidity and mortality during 14.2 ± 3.2 years of follow-up. After adjustment for traditional cardiovascular risk factors (TRF), including hypertension, the BP-GRS remained significantly associated only with CVDs [in terms of strokes and coronary artery disease; hazard ratio 1.15; 95% confidence interval (CI) 1.06-1.24 comparing the third vs. first tertile; P = 0.003]. Calibration, discrimination and reclassification analyses did not show a meaningful increment in prediction using the BP-GRS in addition to the model encompassing only the TRF. CONCLUSION The polygenetic component of BP influences risk of cardiovascular morbidity and mortality. However, the effect size is small and unlikely to be useful for prediction at the population level.
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185
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Rossier BC, Baker ME, Studer RA. Epithelial sodium transport and its control by aldosterone: the story of our internal environment revisited. Physiol Rev 2015; 95:297-340. [PMID: 25540145 DOI: 10.1152/physrev.00011.2014] [Citation(s) in RCA: 164] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Transcription and translation require a high concentration of potassium across the entire tree of life. The conservation of a high intracellular potassium was an absolute requirement for the evolution of life on Earth. This was achieved by the interplay of P- and V-ATPases that can set up electrochemical gradients across the cell membrane, an energetically costly process requiring the synthesis of ATP by F-ATPases. In animals, the control of an extracellular compartment was achieved by the emergence of multicellular organisms able to produce tight epithelial barriers creating a stable extracellular milieu. Finally, the adaptation to a terrestrian environment was achieved by the evolution of distinct regulatory pathways allowing salt and water conservation. In this review we emphasize the critical and dual role of Na(+)-K(+)-ATPase in the control of the ionic composition of the extracellular fluid and the renin-angiotensin-aldosterone system (RAAS) in salt and water conservation in vertebrates. The action of aldosterone on transepithelial sodium transport by activation of the epithelial sodium channel (ENaC) at the apical membrane and that of Na(+)-K(+)-ATPase at the basolateral membrane may have evolved in lungfish before the emergence of tetrapods. Finally, we discuss the implication of RAAS in the origin of the present pandemia of hypertension and its associated cardiovascular diseases.
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Affiliation(s)
- Bernard C Rossier
- Department of Pharmacology and Toxicology, University of Lausanne, Lausanne, Switzerland; Division of Nephrology-Hypertension, University of California San Diego, La Jolla, California; and Institute of Structural and Molecular Biology, Division of Biosciences, University College London, London, United Kingdom
| | - Michael E Baker
- Department of Pharmacology and Toxicology, University of Lausanne, Lausanne, Switzerland; Division of Nephrology-Hypertension, University of California San Diego, La Jolla, California; and Institute of Structural and Molecular Biology, Division of Biosciences, University College London, London, United Kingdom
| | - Romain A Studer
- Department of Pharmacology and Toxicology, University of Lausanne, Lausanne, Switzerland; Division of Nephrology-Hypertension, University of California San Diego, La Jolla, California; and Institute of Structural and Molecular Biology, Division of Biosciences, University College London, London, United Kingdom
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186
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Franceschini N, Chasman DI, Cooper-DeHoff RM, Arnett DK. Genetics, ancestry, and hypertension: implications for targeted antihypertensive therapies. Curr Hypertens Rep 2015; 16:461. [PMID: 24903233 DOI: 10.1007/s11906-014-0461-9] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Hypertension is the most common chronic condition seen by physicians in ambulatory care and a condition for which life-long medications are commonly prescribed. There is evidence for genetic factors influencing blood pressure variation in populations and response to medications. This review summarizes recent genetic discoveries that surround blood pressure, hypertension, and antihypertensive drug response from genome-wide association studies, while highlighting ancestry-specific findings and any potential implication for drug therapy targets. Genome-wide association studies have identified several novel loci for inter-individual variation of blood pressure and hypertension risk in the general population. Evidence from pharmacogenetic studies suggests that genes influence the blood pressure response to antihypertensive drugs, although results are somewhat inconsistent across studies. There is still much work that remains to be done to identify genes both for efficacy and adverse events of antihypertensive medications.
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Affiliation(s)
- Nora Franceschini
- Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, 137 E. Franklin St., Suite 306, Chapel Hill, NC, USA,
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187
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Cabrera CP, Ng FL, Warren HR, Barnes MR, Munroe PB, Caulfield MJ. Exploring hypertension genome-wide association studies findings and impact on pathophysiology, pathways, and pharmacogenetics. WILEY INTERDISCIPLINARY REVIEWS-SYSTEMS BIOLOGY AND MEDICINE 2015; 7:73-90. [DOI: 10.1002/wsbm.1290] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2014] [Revised: 11/25/2014] [Accepted: 01/05/2015] [Indexed: 01/11/2023]
Affiliation(s)
- Claudia P Cabrera
- Department of Clinical Pharmacology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry; Queen Mary University of London; London UK
- NIHR Barts Cardiovascular Biomedical Research Unit; Queen Mary University of London; London UK
| | - Fu Liang Ng
- Department of Clinical Pharmacology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry; Queen Mary University of London; London UK
| | - Helen R Warren
- Department of Clinical Pharmacology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry; Queen Mary University of London; London UK
- NIHR Barts Cardiovascular Biomedical Research Unit; Queen Mary University of London; London UK
| | - Michael R Barnes
- Department of Clinical Pharmacology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry; Queen Mary University of London; London UK
- NIHR Barts Cardiovascular Biomedical Research Unit; Queen Mary University of London; London UK
| | - Patricia B Munroe
- Department of Clinical Pharmacology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry; Queen Mary University of London; London UK
- NIHR Barts Cardiovascular Biomedical Research Unit; Queen Mary University of London; London UK
| | - Mark J Caulfield
- Department of Clinical Pharmacology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry; Queen Mary University of London; London UK
- NIHR Barts Cardiovascular Biomedical Research Unit; Queen Mary University of London; London UK
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188
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The hidden hand of chloride in hypertension. Pflugers Arch 2015; 467:595-603. [PMID: 25619794 PMCID: PMC4325190 DOI: 10.1007/s00424-015-1690-8] [Citation(s) in RCA: 63] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2014] [Revised: 12/03/2014] [Accepted: 12/05/2014] [Indexed: 01/10/2023]
Abstract
Among the environmental factors that affect blood pressure, dietary sodium chloride has been studied the most, and there is general consensus that increased sodium chloride intake increases blood pressure. There is accruing evidence that chloride may have a role in blood pressure regulation which may perhaps be even more important than that of Na+. Though more than 85 % of Na+ is consumed as sodium chloride, there is evidence that Na+ and Cl− concentrations do not go necessarily hand in hand since they may originate from different sources. Hence, elucidating the role of Cl− as an independent player in blood pressure regulation will have clinical and public health implications in addition to advancing our understanding of electrolyte-mediated blood pressure regulation. In this review, we describe the evidence that support an independent role for Cl− on hypertension and cardiovascular health.
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189
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Armando I, Villar VAM, Jose PA. Genomics and Pharmacogenomics of Salt-sensitive Hypertension. Curr Hypertens Rev 2015; 11:49-56. [PMID: 26028245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2015] [Revised: 04/08/2015] [Accepted: 04/24/2015] [Indexed: 06/04/2023]
Abstract
Salt sensitivity is estimated to be present in 51% of the hypertensive and 26% of the normotensive populations. The individual blood pressure response to salt is heterogeneous and possibly related to inherited susceptibility. Although the mechanisms underlying salt sensitivity are complex and not well understood, genetics can help to determine the blood response to salt intake. So far only a few genes have been found to be associated with salt-sensitive hypertension using candidate gene association studies. The kidney is critical to overall fluid and electrolyte balance and long-term regulation of blood pressure. Thus, the pathogenesis of salt sensitivity must involve a derangement in renal NaCl handling: an inability to decrease renal sodium transport and increase sodium excretion in the face of an increase in NaCl load that could be caused by aberrant counter-regulatory natriuretic/antinatriuretic pathways. We review here the literature regarding the gene variants associated with salt-sensitive hypertension and how the presence of these gene variants influences the response to antihypertensive therapy.
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Affiliation(s)
- Ines Armando
- Division of Nephrology, Department of Medicine, and Department of Physiology, University of Maryland School of Medicine, Baltimore, MD 21201, USA.
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190
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Armando I, Villar VAM, Jose PA. Genomics and pharmacogenomics of salt-sensitive hypertension Minireview. Curr Hypertens Rev 2015; 11:49-56. [PMID: 28392754 PMCID: PMC4875776] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Salt sensitivity is estimated to be present in 51% of the hypertensive and 26% of the normotensive populations. The individual blood pressure response to salt is heterogeneous and possibly related to inherited susceptibility. Although the mechanisms underlying salt sensitivity are complex and not well understood, genetics can help to determine the blood response to salt intake. So far only a few genes have been found to be associated with salt-sensitive hypertension using candidate gene association studies. The kidney is critical to overall fluid and electrolyte balance and long-term regulation of blood pressure. Thus, the pathogenesis of salt sensitivity must involve a derangement in renal NaCl handling: an inability to decrease renal sodium transport and increase sodium excretion in the face of an increase in NaCl load that could be caused by aberrant counter-regulatory natriuretic/antinatriuretic pathways. We review here the literature regarding the gene variants associated with salt-sensitive hypertension and how the presence of these gene variants influences the response to antihypertensive therapy.
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Affiliation(s)
- Ines Armando
- Division of Nephrology, Department of Medicine, and Department of Physiology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Van Anthony M Villar
- Division of Nephrology, Department of Medicine, and Department of Physiology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Pedro A Jose
- Division of Nephrology, Department of Medicine, and Department of Physiology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
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191
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Feldman RD, Gros R, Ding Q, Hussain Y, Ban MR, McIntyre AD, Hegele RA. A common hypofunctional genetic variant of GPER is associated with increased blood pressure in women. Br J Clin Pharmacol 2014; 78:1441-52. [PMID: 25039431 PMCID: PMC4256633 DOI: 10.1111/bcp.12471] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2014] [Accepted: 07/11/2014] [Indexed: 01/11/2023] Open
Abstract
AIMS Activation of vascular GPER has been linked to vasodepressor effects in animals. However, the significance of GPER regulation on chronic blood pressure control in humans is unknown. METHODS To examine this question we determined the functional significance of expression of a common missense single nucleotide variant of GPER, P16L in vascular smooth muscle cells, and its association with blood pressure in humans. Further, to validate the importance of carrying GPER P16L in the development of hypertension we assessed allele frequency in a cohort of hard-to-treat hypertensive patients referred to a tertiary care clinic. RESULTS Expression of the GPER P16L variant (V) vs. wild type (WT) in rat aortic vascular smooth muscle cells, was associated with a significant decrease in G1 (1 μm, a GPER agonist)-mediated ERK phosphorylation (slope of the function of G1-stimulated ERK phosphorylation: GPER content WT: 16.2, 95% CI 9.9, 22.6; V: 5.0, 95% CI 1.0, 9.0; P < 0.005) and apoptosis (slope of the function of G1-stimulated apoptosis: GPER content: WT: 4.4, 95% CI: 3.4, 5.4; V: 2.5, 95% CI 1.6, 2.3 P < 0.005). Normotensive female subjects, but not male subjects, carrying this hypofunctional variant (allele frequency 22%) have increased blood pressure [mean arterial pressure: P16/P16: 80 ± 1 mmHg (n = 204) vs. P16L carriers: 82 ± 1 mmHg (n = 127), 95% CI for difference: 0.6, 4.0 mmHg, P < 0.05], [systolic blood pressure: P16/P16: 105 ± 1 mmHg vs. P16L carriers: 108 ± 1 mmHg, 95% CI for difference:1.0, 5.1 mmHg, P < 0.05], [diastolic blood pressure: P16/P16: 66 ± 0.5 mmHg vs. P16L carriers 68 ± 0.7, 95% CI for difference: 0.2, 3.6 mmHg, P < 0.05]. Further, the P16L allele frequency was almost two-fold higher in female vs. male hypertensive patients (31% vs. 16%, allele ratio 0.5, 95% CI 0.32, 0.76, P < 0.05). CONCLUSIONS The common genetic variant, GPER P16L, is hypofunctional and female carriers of this allele have increased blood pressure. There was an increased prevalence in a population of hard-to-treat hypertensive female patients. Cumulatively, these data suggest that in females, impaired GPER function might be associated with increased blood pressure and risk of hypertension.
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Affiliation(s)
| | - Robert Gros
- Robarts Research InstituteLondon, ON, Canada
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192
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Heritability of blood pressure through latent curve trajectories in families from the Gubbio population study. J Hypertens 2014; 32:2179-87. [DOI: 10.1097/hjh.0000000000000311] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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193
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Wang L, Chu A, Buring JE, Ridker PM, Chasman DI, Sesso HD. Common genetic variations in the vitamin D pathway in relation to blood pressure. Am J Hypertens 2014; 27:1387-95. [PMID: 24688000 DOI: 10.1093/ajh/hpu049] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Vitamin D is involved in blood pressure (BP) regulation. Genetic variations may influence the effect of vitamin D on BP, but data from epidemiologic studies remain inconsistent. METHODS We conducted a comprehensive genetic association study in the Women's Genome Health Study (WGHS) with genome-wide genotype data among 23,294 women of European ancestry and in the International Consortium of Blood Pressure (ICBP) with genome-wide meta-analysis results from 69,395 men and women of European ancestry. RESULTS First, we found none of 5 selected vitamin D-related candidate single nucleotide polymorphisms (SNPs) was associated with systolic BP (SBP) or diastolic BP (DBP). Second, in 61 candidate SNPs involved in vitamin D metabolism and signaling, rs1507023 (in RBFOX1) and rs2296241 (in CYP24A1) showed significant associations with SBP, DBP, mean arterial pressure, or pulse pressure in the WGHS before, but not after, multiple testing corrections. Nominally significant associations in the ICBP were also not significant after corrections. Third, among 24 candidate genes across vitamin D pathway, associations with BP traits that meet gene-wide significance level were found for NCOA3 (rs2235734), RXRA (rs875444), DHCR7 (rs1790370), VDR (rs2544037), and NCOR2 (rs1243733, rs1147289) in the WGHS and NCOR1, TP53BP1, and TYRP1 in the ICBP. However, none of these associations reached significance threshold in both studies. CONCLUSIONS Our study did not replicate previously observed associations of vitamin D-related SNPs with BP. There was suggestive evidence for associations in other vitamin D pathway genes; however, these associations either did not reach the significance threshold or were not replicated.
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Affiliation(s)
- Lu Wang
- Division of Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts;
| | - Audrey Chu
- Division of Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts
| | | | - Paul M Ridker
- Division of Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts; Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts
| | - Daniel I Chasman
- Division of Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts
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194
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Padmanabhan S, Graham L, Ferreri NR, Graham D, McBride M, Dominiczak AF. Uromodulin, an Emerging Novel Pathway for Blood Pressure Regulation and Hypertension. Hypertension 2014; 64:918-23. [DOI: 10.1161/hypertensionaha.114.03132] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Sandosh Padmanabhan
- From the BHF Glasgow Cardiovascular Research Centre, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, United Kingdom (S.P., L.G., D.G., M.M., A.F.D.); and Department of Pharmacology, New York Medical College, Valhalla (N.R.F.)
| | - Lesley Graham
- From the BHF Glasgow Cardiovascular Research Centre, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, United Kingdom (S.P., L.G., D.G., M.M., A.F.D.); and Department of Pharmacology, New York Medical College, Valhalla (N.R.F.)
| | - Nicholas R. Ferreri
- From the BHF Glasgow Cardiovascular Research Centre, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, United Kingdom (S.P., L.G., D.G., M.M., A.F.D.); and Department of Pharmacology, New York Medical College, Valhalla (N.R.F.)
| | - Delyth Graham
- From the BHF Glasgow Cardiovascular Research Centre, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, United Kingdom (S.P., L.G., D.G., M.M., A.F.D.); and Department of Pharmacology, New York Medical College, Valhalla (N.R.F.)
| | - Martin McBride
- From the BHF Glasgow Cardiovascular Research Centre, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, United Kingdom (S.P., L.G., D.G., M.M., A.F.D.); and Department of Pharmacology, New York Medical College, Valhalla (N.R.F.)
| | - Anna F. Dominiczak
- From the BHF Glasgow Cardiovascular Research Centre, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, United Kingdom (S.P., L.G., D.G., M.M., A.F.D.); and Department of Pharmacology, New York Medical College, Valhalla (N.R.F.)
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195
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Matafora V, Zagato L, Ferrandi M, Molinari I, Zerbini G, Casamassima N, Lanzani C, Delli Carpini S, Trepiccione F, Manunta P, Bachi A, Capasso G. Quantitative proteomics reveals novel therapeutic and diagnostic markers in hypertension. BBA CLINICAL 2014; 2:79-87. [PMID: 26672470 PMCID: PMC4633972 DOI: 10.1016/j.bbacli.2014.10.001] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/05/2014] [Revised: 10/01/2014] [Accepted: 10/06/2014] [Indexed: 01/13/2023]
Abstract
Hypertension is a prevalent disorder in the world representing one of the major risk factors for heart attack and stroke. These risks are increased in salt sensitive individuals. Hypertension and salt sensitivity are complex phenotypes whose pathophysiology remains poorly understood and, remarkably, salt sensitivity is still laborious to diagnose. Here we present a urinary proteomic study specifically designed to identify urinary proteins relevant for the pathogenesis of hypertension and salt sensitivity. Despite previous studies that underlined the association of UMOD gene variants with hypertension, this work provides novel evidence showing different uromodulin protein level in the urine of hypertensive patients compared to healthy individuals. Notably, we also show that patients with higher level of uromodulin are homozygous for UMOD risk variant and display a decreased level of salt excretion, highlighting the essential role of UMOD in the regulation of salt reabsorption in hypertension. Additionally, we found that urinary nephrin 1, a marker of glomerular slit diaphragm, may predict a salt sensitive phenotype and positively correlate with increased albuminuria associated with this type of hypertension. We identified urinary proteins differently excreted in hypertensive patients. Nephrin 1 might predict salt sensitive phenotype and glomerular complications. Uromodulin impacts salt homeostasis in hypertension. We provide new insights into the pathogenesis of hypertension and salt sensitivity.
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Key Words
- BMI, body mass index
- BP, blood pressure
- DBP, diastolic BP
- GO, Gene Ontology
- Glomerular injury
- LC–MS/MS, liquid chromatography coupled to tandem mass spectrometry
- MBP, mean BP.
- MQ, MaxQuant
- Nephrinuria
- Quantitative proteomics
- SBP, systolic BP
- SR, salt resistant
- SS, salt sensitive
- Salt homeostasis
- Salt sensitive hypertension
- Urinary biomarker
- Uromodulin
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Affiliation(s)
- Vittoria Matafora
- IFOM-FIRC Institute of Molecular Oncology, Milan, Italy ; Chair of Nephrology, Department of Cardio-Vascular Medicine, Second University of Naples, Naples, Italy
| | - Laura Zagato
- Genomics of Renal Diseases and Hypertension Unit, Division of Genetics & Cell Biology, San Raffaele Scientific Institute, Milan, Italy
| | - Mara Ferrandi
- Genomics of Renal Diseases and Hypertension Unit, Division of Genetics & Cell Biology, San Raffaele Scientific Institute, Milan, Italy
| | - Isabella Molinari
- Genomics of Renal Diseases and Hypertension Unit, Division of Genetics & Cell Biology, San Raffaele Scientific Institute, Milan, Italy
| | - Gianpaolo Zerbini
- Division of Metabolic and Cardiovascular Sciences, San Raffaele Scientific Institute, Milan, Italy
| | - Nunzia Casamassima
- Genomics of Renal Diseases and Hypertension Unit, Division of Genetics & Cell Biology, San Raffaele Scientific Institute, Milan, Italy
| | - Chiara Lanzani
- Genomics of Renal Diseases and Hypertension Unit, Division of Genetics & Cell Biology, San Raffaele Scientific Institute, Milan, Italy
| | - Simona Delli Carpini
- Genomics of Renal Diseases and Hypertension Unit, Division of Genetics & Cell Biology, San Raffaele Scientific Institute, Milan, Italy
| | - Francesco Trepiccione
- Chair of Nephrology, Department of Cardio-Vascular Medicine, Second University of Naples, Naples, Italy
| | - Paolo Manunta
- Genomics of Renal Diseases and Hypertension Unit, Division of Genetics & Cell Biology, San Raffaele Scientific Institute, Milan, Italy ; Chair of Nephrology, University Vita-Salute San Raffaele, Milan, Italy
| | - Angela Bachi
- IFOM-FIRC Institute of Molecular Oncology, Milan, Italy
| | - Giovambattista Capasso
- Chair of Nephrology, Department of Cardio-Vascular Medicine, Second University of Naples, Naples, Italy
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196
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A genetic risk score for hypertension associates with the risk of ischemic stroke in a Swedish case-control study. Eur J Hum Genet 2014; 23:969-74. [PMID: 25293721 DOI: 10.1038/ejhg.2014.212] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2014] [Revised: 08/21/2014] [Accepted: 09/05/2014] [Indexed: 12/31/2022] Open
Abstract
Genetic risk scores (GRS), summing up the total effect of several single-nucleotide polymorphisms (SNPs) in genes associated with either coronary risk or cardiovascular risk factors, have been tested for association with ischemic stroke with conflicting results. Recently an association was found between a GRS based on 29 SNPs discovered by genome-wide association studies and hypertension. The aim of our study was to investigate the possible association of the same GRS with ischemic stroke on top of other 'traditional risk factors', also testing its potential improvement in indices of discrimination and reclassification, in a Swedish case-control study. Twenty-nine SNPs were genotyped in 3677 stroke cases and 2415 controls included in the Lund Stroke Register (LSR), the Malmö Diet and Cancer (MDC) study and the Sahlgrenska Academy Study on Ischemic Stroke (SAHLSIS). The analysis was conducted in the combined sample, and separately for the three studies. After adjustment for hypertension, diabetes mellitus and smoking habits, the GRS was associated with ischemic stroke in the combined sample (OR (95% CI) 1.086 (1.029-1.147) per SD increase in the GRS P=0.003) with similar trends in all three samples: LSR (1.050 (0.967-1.140); P=0.25), MDC (1.168 (1.060-1.288); P=0.002) and SAHLSIS (1.124 (0.997-1.267); P=0.055). Measures of risk discrimination and reclassification improved marginally using the GRS. A blood pressure GRS is independently associated with ischemic stroke risk in three Swedish case-control studies, however, the effect size is low and adds marginally to prediction of stroke on top of traditional risk factors including hypertension.
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197
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Scolari F, Izzi C, Ghiggeri GM. Uromodulin: from monogenic to multifactorial diseases: FIGURE 1:. Nephrol Dial Transplant 2014; 30:1250-6. [DOI: 10.1093/ndt/gfu300] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2014] [Accepted: 08/21/2014] [Indexed: 12/30/2022] Open
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Dinic M, Ghisdal L, Racapé J, Thibaudin L, Gatault P, Essig M, Le Meur Y, Noël C, Touchard G, Merville P, Ajarchouh Z, Mariat C, Abramowicz M, Abramowicz D, Alamartine E. UMOD polymorphism rs12917707 is not associated with severe or stable IgA nephropathy in a large Caucasian cohort. BMC Nephrol 2014; 15:138. [PMID: 25163389 PMCID: PMC4236674 DOI: 10.1186/1471-2369-15-138] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2013] [Accepted: 05/22/2014] [Indexed: 01/12/2023] Open
Abstract
Background Genetic factors are suspected in the pathogenesis of IgA nephropathy, as well as in the course of IgA nephropathy progression towards end stage renal failure. UMOD polymorphism rs12917707 is known to associate with end stage renal failure of mixed aetiologies. Methods We tested a large cohort of Caucasian patients for association of rs12917707 with IgA nephropathy showing a benign, stable course and with IgA nephropathy that progressed toward end stage renal failure. Results No association was observed between either groups, and a non-significant trend was observed for more severe IgA nephropathy with the allele reported to protect against end stage renal failure of mixed aetiologies. Conclusion We conclude that UMOD is unlikely to play a role in IgA nephropathy pathogenesis nor progression to end stage renal failure, and suggest that UMOD effects are restricted to some causes of renal disease, e.g. diabetes or hypertension.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | - Eric Alamartine
- Nephrology-Renal Transplantation Department, CHU de Saint Etienne & EA3064, GIMAP, Université Jean Monnet, Saint Etienne 42055 Cedex 02, France.
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Abstract
Hypertension has become a major global health burden due to its high prevalence and associated increase in risk of cardiovascular disease and premature death. It is well established that hypertension is determined by both genetic and environmental factors and their complex interactions. Recent large-scale meta-analyses of genome-wide association studies (GWAS) have successfully identified a total of 38 loci which achieved genome-wide significance (P < 5 × 10(-8)) for their association with blood pressure (BP). Although the heritability of BP explained by these loci is very limited, GWAS meta-analyses have elicited renewed optimism in hypertension genomics research, highlighting novel pathways influencing BP and elucidating genetic mechanisms underlying BP regulation. This review summarizes evolving progress in the rapidly moving field of hypertension genetics and highlights several promising approaches for dissecting the remaining heritability of BP. It also discusses the future translation of genetic findings to hypertension treatment and prevention.
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Ivy JR, Bailey MA. Pressure natriuresis and the renal control of arterial blood pressure. J Physiol 2014; 592:3955-67. [PMID: 25107929 DOI: 10.1113/jphysiol.2014.271676] [Citation(s) in RCA: 105] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
The regulation of extracellular fluid volume by renal sodium excretion lies at the centre of blood pressure homeostasis. Renal perfusion pressure can directly regulate sodium reabsorption in the proximal tubule. This acute pressure natriuresis response is a uniquely powerful means of stabilizing long-term blood pressure around a set point. By logical extension, deviation from the set point can only be sustained if the pressure natriuresis mechanism is impaired, suggesting that hypertension is caused or sustained by a defect in the relationship between renal perfusion pressure and sodium excretion. Here we describe the role of pressure natriuresis in blood pressure control and outline the cascade of biophysical and paracrine events in the renal medulla that integrate the vascular and tubular response to altered perfusion pressure. Pressure natriuresis is impaired in hypertension and mechanistic insight into dysfunction comes from genetic analysis of blood pressure disorders. Transplantation studies in rats show that blood pressure is determined by the genotype of the kidney and Mendelian hypertension indicates that the distal nephron influences the overall natriuretic efficiency. These approaches and the outcomes of genome-wide-association studies broaden our view of blood pressure control, suggesting that renal sympathetic nerve activity and local inflammation can impair pressure natriuresis to cause hypertension. Understanding how these systems interact is necessary to tackle the global burden of hypertension.
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Affiliation(s)
- Jessica R Ivy
- British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
| | - Matthew A Bailey
- British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, UK
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