Trans-ancestry genome-wide association study identifies 12 genetic loci influencing blood pressure and implicates a role for DNA methylation

被引:267
|
作者
Kato, Norihiro [1 ]
Loh, Marie [2 ,3 ,4 ]
Takeuchi, Fumihiko [1 ]
Verweij, Niek [5 ]
Wang, Xu [6 ,7 ]
Zhang, Weihua [3 ,8 ]
Kelly, Tanika N. [9 ]
Saleheen, Danish [10 ,11 ,12 ]
Lehne, Benjamin [3 ]
Leach, Irene Mateo [5 ]
Drong, Alexander W. [13 ]
Abbott, James [14 ]
Wahl, Simone [15 ,16 ,17 ]
Tan, Sian-Tsung [8 ,18 ]
Scott, William R. [3 ,18 ]
Campanella, Gianluca [3 ]
Chadeau-Hyam, Marc [3 ]
Afzal, Uzma [3 ,8 ]
Ahluwalia, Tarunveer S. [19 ,20 ,21 ]
Bonder, Marc Jan [22 ]
Chen, Peng [6 ,7 ]
Dehghan, Abbas [23 ]
Edwards, Todd L. [24 ]
Esko, Tonu [25 ,26 ,27 ,28 ]
Go, Min Jin [29 ]
Harris, Sarah E. [30 ,31 ,32 ]
Hartiala, Jaana [33 ,34 ]
Kasela, Silva [25 ]
Kasturiratne, Anuradhani [35 ]
Khor, Chiea-Chuen [6 ,7 ,36 ,37 ,38 ]
Kleber, Marcus E. [39 ]
Li, Huaixing [40 ]
Mok, Zuan Yu [41 ]
Nakatochi, Masahiro [42 ]
Sapari, Nur Sabrina [41 ]
Saxena, Richa [43 ]
Stewart, Alexandre F. R. [44 ,45 ]
Stolk, Lisette [46 ]
Tabara, Yasuharu [47 ]
Teh, Ai Ling [48 ]
Wu, Ying [49 ]
Wu, Jer-Yuarn [50 ,51 ]
Zhang, Yi [52 ,53 ]
Aits, Imke [54 ]
Alves, Alexessander Da Silva Couto [55 ]
Das, Shikta [55 ]
Dorajoo, Rajkumar [36 ]
Hopewell, Jemma C. [56 ]
Kim, Yun Kyoung [29 ]
Koivula, Robert W. [57 ]
机构
[1] Natl Ctr Global Hlth & Med, Res Inst, Dept Gene Diagnost & Therapeut, Tokyo, Japan
[2] Univ Oulu, Inst Hlth Sci, Oulu, Finland
[3] Univ London Imperial Coll Sci Technol & Med, Dept Epidemiol & Biostat, London, England
[4] ASTAR, Translat Lab Genet Med, Singapore, Singapore
[5] Univ Groningen, Univ Med Ctr Groningen, Dept Cardiol, Groningen, Netherlands
[6] Natl Univ Singapore, Saw Swee Hock Sch Publ Hlth, Singapore 117548, Singapore
[7] Natl Univ Hlth Syst, Singapore, Singapore
[8] Ealing Hosp Natl Hlth Serv NHS Trust, Southall, Middx, England
[9] Tulane Univ, Sch Publ Hlth & Trop Med, Dept Epidemiol, New Orleans, LA USA
[10] Ctr Non Communicable Dis, Karachi, Pakistan
[11] Univ Cambridge, Dept Publ Hlth & Primary Care, Strangeways Res Lab, Cambridge, England
[12] Univ Penn, Perelman Sch Med, Cardiovasc Inst, Philadelphia, PA 19104 USA
[13] Univ Oxford, Wellcome Trust Ctr Human Genet, Oxford, England
[14] Univ London Imperial Coll Sci Technol & Med, Bioinformat Support Serv, London, England
[15] Helmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Res Unit Mol Epidemiol, Neuherberg, Germany
[16] Helmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Inst Epidemiol 2, Neuherberg, Germany
[17] German Ctr Diabet Res DZD, Neuherberg, Germany
[18] Univ London Imperial Coll Sci Technol & Med, Natl Heart & Lung Inst, London, England
[19] Univ Copenhagen, Fac Hlth & Med Sci, Sect Metab Genet, Novo Nordisk Fdn Ctr Basic Metab Res, Copenhagen, Denmark
[20] Univ Copenhagen, Herlev & Gentofte Hosp, Copenhagen Prospect Studies Asthma Childhood COSP, Copenhagen, Denmark
[21] Steno Diabet Ctr, DK-2820 Gentofte, Denmark
[22] Univ Groningen, Univ Med Ctr Groningen, Dept Genet, Groningen, Netherlands
[23] Erasmus Univ, Med Ctr, Dept Epidemiol, Rotterdam, Netherlands
[24] Vanderbilt Univ, Dept Med, Div Epidemiol, Vanderbilt Epidemiol Ctr,Ctr Human Genet Res, Nashville, TN USA
[25] Univ Tartu, Estonian Genome Ctr, EE-50090 Tartu, Estonia
[26] Childrens Hosp, Div Endocrinol, Boston, MA 02115 USA
[27] Harvard Univ, Sch Med, Dept Genet, Boston, MA USA
[28] Broad Inst, Program Med & Populat Genet, Cambridge, MA USA
[29] Natl Inst Hlth, Ctr Genome Sci, Chungcheongbuk Do, South Korea
[30] Univ Edinburgh, Med Genet Sect, Ctr Genom & Expt Med, Edinburgh, Midlothian, Scotland
[31] Western Gen Hosp, Inst Genet & Mol Med, MRC, Edinburgh EH4 2XU, Midlothian, Scotland
[32] Univ Edinburgh, Ctr Cognit Aging & Cognit Epidemiol, Edinburgh, Midlothian, Scotland
[33] Univ So Calif, Keck Sch Med, Dept Prevent Med, Los Angeles, CA 90033 USA
[34] Univ So Calif, Keck Sch Med, Inst Med Genet, Los Angeles, CA 90033 USA
[35] Univ Kelaniya, Fac Med, Dept Publ Hlth, Ragama, Sri Lanka
[36] ASTAR, Genome Inst Singapore, Singapore, Singapore
[37] Natl Univ Singapore, Dept Ophthalmol, Singapore 117548, Singapore
[38] Natl Univ Singapore, Dept Paediat, Singapore 117548, Singapore
[39] Heidelberg Univ, Mannheim Med Fac, Med Clin V, Mannheim, Germany
[40] Chinese Acad Sci, Shanghai Inst Biol Sci, Inst Nutr Sci, Key Lab Nutr & Metab, Shanghai, Peoples R China
[41] Natl Univ Singapore, Canc Sci Inst Singapore, Singapore 117548, Singapore
[42] Nagoya Univ Hosp, Ctr Adv Med & Clin Res, Nagoya, Aichi, Japan
[43] Harvard Univ, Massachusetts Gen Hosp, Sch Med, Ctr Human Genet Res, Boston, MA USA
[44] Univ Ottawa, Inst Heart, Cardiovasc Res Methods Ctr, Ottawa, ON, Canada
[45] Ruddy Canadian Cardiovasc Genet Ctr, Ottawa, ON, Canada
[46] Erasmus Univ, Med Ctr, Dept Internal Med, Rotterdam, Netherlands
[47] Kyoto Univ, Grad Sch Med, Ctr Genom Med, Kyoto, Japan
[48] ASTAR, Singapore Inst Clin Sci, Singapore, Singapore
[49] Univ N Carolina, Dept Genet, Chapel Hill, NC USA
[50] Acad Sinica, Inst Biomed Sci, Taipei, Taiwan
基金
中国国家自然科学基金; 新加坡国家研究基金会; 英国生物技术与生命科学研究理事会; 英国医学研究理事会; 芬兰科学院; 美国国家卫生研究院; 瑞典研究理事会; 英国惠康基金;
关键词
RISK-FACTORS; REGIONS; DISEASE; KIDNEY; METAANALYSIS; INDIVIDUALS; PERFORMANCE; POPULATION; EXPRESSION; VARIANTS;
D O I
10.1038/ng.3405
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
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 x 10(-11) to 5.0 x 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 x 10(-6)). Our results provide new evidence for the role of DNA methylation in blood pressure regulation.
引用
收藏
页码:1282 / +
页数:14
相关论文
共 50 条
  • [1] Trans-ancestry genome-wide association study identifies 12 genetic loci influencing blood pressure and implicates a role for DNA methylation
    Norihiro Kato
    Marie Loh
    Fumihiko Takeuchi
    Niek Verweij
    Xu Wang
    Weihua Zhang
    Tanika N Kelly
    Danish Saleheen
    Benjamin Lehne
    Irene Mateo Leach
    Alexander W Drong
    James Abbott
    Simone Wahl
    Sian-Tsung Tan
    William R Scott
    Gianluca Campanella
    Marc Chadeau-Hyam
    Uzma Afzal
    Tarunveer S Ahluwalia
    Marc Jan Bonder
    Peng Chen
    Abbas Dehghan
    Todd L Edwards
    Tõnu Esko
    Min Jin Go
    Sarah E Harris
    Jaana Hartiala
    Silva Kasela
    Anuradhani Kasturiratne
    Chiea-Chuen Khor
    Marcus E Kleber
    Huaixing Li
    Zuan Yu Mok
    Masahiro Nakatochi
    Nur Sabrina Sapari
    Richa Saxena
    Alexandre F R Stewart
    Lisette Stolk
    Yasuharu Tabara
    Ai Ling Teh
    Ying Wu
    Jer-Yuarn Wu
    Yi Zhang
    Imke Aits
    Alexessander Da Silva Couto Alves
    Shikta Das
    Rajkumar Dorajoo
    Jemma C Hopewell
    Yun Kyoung Kim
    Robert W Koivula
    Nature Genetics, 2015, 47 : 1282 - 1293
  • [2] Trans-ancestry Genome-Wide Association Study of Tobacco and Alcohol Use
    Vrieze, Scott
    BEHAVIOR GENETICS, 2022, 52 (06) : 398 - 398
  • [3] Trans-ancestry genome-wide association study of childhood body mass index identifies novel loci and age-specific effects
    Downie, Carolina G.
    Shrestha, Poojan
    Okello, Samson
    Yaser, Mohammad
    Lee, Harold H.
    Wang, Yujie
    Josyula, Navya Shilpa
    Gahagan, Sheila
    Burrows, Raquel
    Correa-Burrows, Paulina
    Albala, Cecilia
    Santos, Jose L.
    Angel, Barbara
    Lozoff, Betsy
    Blanco, Estela
    Hartwig, Fernando Pires
    Horta, Bernardo
    Brina, Karisa Roxo
    Isasi, Carmen R.
    Qi, Qibin
    Gallo, Linda C.
    Perreira, Krista M.
    Thyagarajan, Bharat
    Daviglus, Martha
    Van Horn, Linda
    Chittoor, Geetha
    Justice, Anne E.
    Krishnan, Mohanraj
    Chen, Hung-Hsin
    Gonzalez, Franklyn
    Bradfield, Jonathan P.
    Hakonarson, Hakon
    Grant, Struan F. A.
    Below, Jennifer E.
    Felix, Janine
    Graff, Mariaelisa
    Divaris, Kimon
    North, Kari E.
    HUMAN GENETICS AND GENOMICS ADVANCES, 2025, 6 (02):
  • [4] Trans-ancestry genome-wide association meta-analysis of prostate cancer identifies new susceptibility loci and informs genetic risk prediction
    Conti, David, V
    Darst, Burcu F.
    Moss, Lilit C.
    Saunders, Edward J.
    Sheng, Xin
    Chou, Alisha
    Schumacher, Fredrick R.
    Al Olama, Ali Amin
    Benlloch, Sara
    Dadaev, Tokhir
    Brook, Mark N.
    Sahimi, Ali
    Hoffmann, Thomas J.
    Takahashi, Atushi
    Matsuda, Koichi
    Momozawa, Yukihide
    Fujita, Masashi
    Muir, Kenneth
    Lophatananon, Artitaya
    Wan, Peggy
    Le Marchand, Loic
    Wilkens, Lynne R.
    Stevens, Victoria L.
    Gapstur, Susan M.
    Carter, Brian D.
    Schleutker, Johanna
    Tammela, Teuvo L. J.
    Sipeky, Csilla
    Auvinen, Anssi
    Giles, Graham G.
    Southey, Melissa C.
    MacInnis, Robert J.
    Cybulski, Cezary
    Wokolorczyk, Dominika
    Lubinski, Jan
    Neal, David E.
    Donovan, Jenny L.
    Hamdy, Freddie C.
    Martin, Richard M.
    Nordestgaard, Borge G.
    Nielsen, Sune F.
    Weischer, Maren
    Bojesen, Stig E.
    Roder, Martin Andreas
    Iversen, Peter
    Batra, Jyotsna
    Chambers, Suzanne
    Moya, Leire
    Horvath, Lisa
    Clements, Judith A.
    NATURE GENETICS, 2021, 53 (01) : 11 - 15
  • [5] Trans-ancestry genome-wide association meta-analysis of prostate cancer identifies new susceptibility loci and informs genetic risk prediction
    David V. Conti
    Burcu F. Darst
    Lilit C. Moss
    Edward J. Saunders
    Xin Sheng
    Alisha Chou
    Fredrick R. Schumacher
    Ali Amin Al Olama
    Sara Benlloch
    Tokhir Dadaev
    Mark N. Brook
    Ali Sahimi
    Thomas J. Hoffmann
    Atushi Takahashi
    Koichi Matsuda
    Yukihide Momozawa
    Masashi Fujita
    Kenneth Muir
    Artitaya Lophatananon
    Peggy Wan
    Loic Le Marchand
    Lynne R. Wilkens
    Victoria L. Stevens
    Susan M. Gapstur
    Brian D. Carter
    Johanna Schleutker
    Teuvo L. J. Tammela
    Csilla Sipeky
    Anssi Auvinen
    Graham G. Giles
    Melissa C. Southey
    Robert J. MacInnis
    Cezary Cybulski
    Dominika Wokołorczyk
    Jan Lubiński
    David E. Neal
    Jenny L. Donovan
    Freddie C. Hamdy
    Richard M. Martin
    Børge G. Nordestgaard
    Sune F. Nielsen
    Maren Weischer
    Stig E. Bojesen
    Martin Andreas Røder
    Peter Iversen
    Jyotsna Batra
    Suzanne Chambers
    Leire Moya
    Lisa Horvath
    Judith A. Clements
    Nature Genetics, 2021, 53 : 65 - 75
  • [6] Genome-wide association study identifies eight loci associated with blood pressure
    Newton-Cheh, Christopher
    Johnson, Toby
    Gateva, Vesela
    Tobin, Martin D.
    Bochud, Murielle
    Coin, Lachlan
    Najjar, Samer S.
    Zhao, Jing Hua
    Heath, Simon C.
    Eyheramendy, Susana
    Papadakis, Konstantinos
    Voight, Benjamin F.
    Scott, Laura J.
    Zhang, Feng
    Farrall, Martin
    Tanaka, Toshiko
    Wallace, Chris
    Chambers, John C.
    Khaw, Kay-Tee
    Nilsson, Peter
    van der Harst, Pim
    Polidoro, Silvia
    Grobbee, Diederick E.
    Onland-Moret, N. Charlotte
    Bots, Michiel L.
    Wain, Louise V.
    Elliott, Katherine S.
    Teumer, Alexander
    Luan, Jian'an
    Lucas, Gavin
    Kuusisto, Johanna
    Burton, Paul R.
    Hadley, David
    McArdle, Wendy L.
    Brown, Morris
    Dominiczak, Anna
    Newhouse, Stephen J.
    Samani, Nilesh J.
    Webster, John
    Zeggini, Eleftheria
    Beckmann, Jacques S.
    Bergmann, Sven
    Lim, Noha
    Song, Kijoung
    Vollenweider, Peter
    Waeber, Gerard
    Waterworth, Dawn M.
    Yuan, Xin
    Groop, Leif
    Orho-Melander, Marju
    NATURE GENETICS, 2009, 41 (06) : 666 - 676
  • [7] Genome-wide association study identifies eight loci associated with blood pressure
    Christopher Newton-Cheh
    Toby Johnson
    Vesela Gateva
    Martin D Tobin
    Murielle Bochud
    Lachlan Coin
    Samer S Najjar
    Jing Hua Zhao
    Simon C Heath
    Susana Eyheramendy
    Konstantinos Papadakis
    Benjamin F Voight
    Laura J Scott
    Feng Zhang
    Martin Farrall
    Toshiko Tanaka
    Chris Wallace
    John C Chambers
    Kay-Tee Khaw
    Peter Nilsson
    Pim van der Harst
    Silvia Polidoro
    Diederick E Grobbee
    N Charlotte Onland-Moret
    Michiel L Bots
    Louise V Wain
    Katherine S Elliott
    Alexander Teumer
    Jian'an Luan
    Gavin Lucas
    Johanna Kuusisto
    Paul R Burton
    David Hadley
    Wendy L McArdle
    Morris Brown
    Anna Dominiczak
    Stephen J Newhouse
    Nilesh J Samani
    John Webster
    Eleftheria Zeggini
    Jacques S Beckmann
    Sven Bergmann
    Noha Lim
    Kijoung Song
    Peter Vollenweider
    Gerard Waeber
    Dawn M Waterworth
    Xin Yuan
    Leif Groop
    Marju Orho-Melander
    Nature Genetics, 2009, 41 : 666 - 676
  • [8] Publisher Correction: Trans-ancestry genome-wide association meta-analysis of prostate cancer identifies new susceptibility loci and informs genetic risk prediction
    David V. Conti
    Burcu F. Darst
    Lilit C. Moss
    Edward J. Saunders
    Xin Sheng
    Alisha Chou
    Fredrick R. Schumacher
    Ali Amin Al Olama
    Sara Benlloch
    Tokhir Dadaev
    Mark N. Brook
    Ali Sahimi
    Thomas J. Hoffmann
    Atushi Takahashi
    Koichi Matsuda
    Yukihide Momozawa
    Masashi Fujita
    Kenneth Muir
    Artitaya Lophatananon
    Peggy Wan
    Loic Le Marchand
    Lynne R. Wilkens
    Victoria L. Stevens
    Susan M. Gapstur
    Brian D. Carter
    Johanna Schleutker
    Teuvo L. J. Tammela
    Csilla Sipeky
    Anssi Auvinen
    Graham G. Giles
    Melissa C. Southey
    Robert J. MacInnis
    Cezary Cybulski
    Dominika Wokołorczyk
    Jan Lubiński
    David E. Neal
    Jenny L. Donovan
    Freddie C. Hamdy
    Richard M. Martin
    Børge G. Nordestgaard
    Sune F. Nielsen
    Maren Weischer
    Stig E. Bojesen
    Martin Andreas Røder
    Peter Iversen
    Jyotsna Batra
    Suzanne Chambers
    Leire Moya
    Lisa Horvath
    Judith A. Clements
    Nature Genetics, 2021, 53 : 413 - 413
  • [9] Genome-wide association study followed by trans-ancestry meta-analysis identify 17 new risk loci for schizophrenia
    Jiewei Liu
    Shiwu Li
    Xiaoyan Li
    Wenqiang Li
    Yongfeng Yang
    Suqin Guo
    Luxian Lv
    Xiao Xiao
    Yong-Gang Yao
    Fanglin Guan
    Ming Li
    Xiong-Jian Luo
    BMC Medicine, 19
  • [10] Trans-ancestry genome-wide study of depression identifies 697 associations implicating cell types and pharmacotherapies
    Mcintosh, Andrew M.
    Lewis, Cathryn M.
    CELL, 2025, 188 (03)