Genome-Wide Analysis of Left Ventricular Image-Derived Phenotypes Identifies Fourteen Loci Associated With Cardiac Morphogenesis and Heart Failure Development

被引:131
作者
Aung, Nay [2 ,3 ,4 ]
Vargas, Jose D. [5 ]
Yang, Chaojie [6 ]
Cabrera, Claudia P. [1 ]
Warren, Helen R. [2 ,3 ]
Fung, Kenneth [2 ,3 ,4 ]
Tzanis, Evan [1 ]
Barnes, Michael R. [1 ]
Rotter, Jerome, I [7 ]
Taylor, Kent D. [7 ]
Manichaikul, Ani W. [6 ]
Lima, Joao A. C. [8 ]
Bluemke, David A. [9 ]
Piechnik, Stefan K. [10 ]
Neubauer, Stefan [10 ]
Munroe, Patricia B. [2 ,3 ]
Petersen, Steffen E. [2 ,3 ,4 ]
机构
[1] Queen Mary Univ London, Ctr Translat Bioinformat, London, England
[2] Queen Mary Univ London, William Harvey Res Inst, Barts & London Sch Med & Dent, London, England
[3] Queen Mary Univ London, Natl Inst Hlth Res, Barts Cardiovasc Biomed Res Ctr, London, England
[4] Barts Hlth Natl Hlth Serv Trust, St Bartholomews Hosp, Barts Heart Ctr, London, England
[5] Medstar Georgetown Univ Hosp, Medstar Heart & Vasc Inst, Washington, DC USA
[6] Univ Virginia, Ctr Publ Hlth Genom, Charlottesville, VA USA
[7] Harbor Univ Calif, Inst Translat Genom & Populat Sci, Div Genom Outcomes, Dept Pediat,Los Angeles Biomed Res Inst, Los Angeles, CA USA
[8] Johns Hopkins Univ, Div Cardiol, Baltimore, MD USA
[9] Univ Wisconsin, Dept Radiol, Madison, WI 53706 USA
[10] Univ Oxford, Div Cardiovasc Med, Radcliffe Dept Med, Oxford, England
基金
英国医学研究理事会; 英国工程与自然科学研究理事会; 英国惠康基金;
关键词
genome-wide association study; heart failure; left ventricle; MYOCARDIAL-INFARCTION; MAGNETIC-RESONANCE; EJECTION FRACTION; BAG3; MASS; HSPB7; GRK5; ATHEROSCLEROSIS; POLYMORPHISM; HYPERTROPHY;
D O I
10.1161/CIRCULATIONAHA.119.041161
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: The genetic basis of left ventricular (LV) image-derived phenotypes, which play a vital role in the diagnosis, management, and risk stratification of cardiovascular diseases, is unclear at present. Methods: The LV parameters were measured from the cardiovascular magnetic resonance studies of the UK Biobank. Genotyping was done using Affymetrix arrays, augmented by imputation. We performed genome-wide association studies of 6 LV traits-LV end-diastolic volume, LV end-systolic volume, LV stroke volume, LV ejection fraction, LV mass, and LV mass to end-diastolic volume ratio. The replication analysis was performed in the MESA study (Multi-Ethnic Study of Atherosclerosis). We identified the candidate genes at genome-wide significant loci based on the evidence from extensive bioinformatic analyses. Polygenic risk scores were constructed from the summary statistics of LV genome-wide association studies to predict the heart failure events. Results: The study comprised 16 923 European UK Biobank participants (mean age 62.5 years; 45.8% men) without prevalent myocardial infarction or heart failure. We discovered 14 genome-wide significant loci (3 loci each for LV end-diastolic volume, LV end-systolic volume, and LV mass to end-diastolic volume ratio; 4 loci for LV ejection fraction, and 1 locus for LV mass) at a stringent P<1x10(-8). Three loci were replicated at Bonferroni significance and 7 loci at nominal significance (P<0.05 with concordant direction of effect) in the MESA study (n=4383). Follow-up bioinformatic analyses identified 28 candidate genes that were enriched in the cardiac developmental pathways and regulation of the LV contractile mechanism. Eight genes (TTN, BAG3, GRK5, HSPB7, MTSS1, ALPK3, NMB, and MMP11) supported by at least 2 independent lines of in silico evidence were implicated in the cardiac morphogenesis and heart failure development. The polygenic risk scores of LV phenotypes were predictive of heart failure in a holdout UK Biobank sample of 3106 cases and 224 134 controls (odds ratio 1.41, 95% CI 1.26 - 1.58, for the top quintile versus the bottom quintile of the LV end-systolic volume risk score). Conclusions: We report 14 genetic loci and indicate several candidate genes that not only enhance our understanding of the genetic architecture of prognostically important LV phenotypes but also shed light on potential novel therapeutic targets for LV remodeling.
引用
收藏
页码:1318 / 1330
页数:13
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  • [1] Multi-ethnic study of atherosclerosis: Objectives and design
    Bild, DE
    Bluemke, DA
    Burke, GL
    Detrano, R
    Roux, AVD
    Folsom, AR
    Greenland, P
    Jacobs, DR
    Kronmal, R
    Liu, K
    Nelson, JC
    O'Leary, D
    Saad, MF
    Shea, S
    Szklo, M
    Tracy, RP
    [J]. AMERICAN JOURNAL OF EPIDEMIOLOGY, 2002, 156 (09) : 871 - 881
  • [2] The Relationship of Left Ventricular Mass and Geometry to Incident Cardiovascular Events
    Bluemke, David A.
    Kronmal, Richard A.
    Lima, Joao A. C.
    Liu, Kiang
    Olson, Jean
    Burke, Gregory L.
    Folsom, Aaron R.
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2008, 52 (25) : 2148 - 2155
  • [3] Left ventricular systolic dysfunction during septic shock: the role of loading conditions
    Boissier, Florence
    Razazi, Keyvan
    Seemann, Aurelien
    Bedet, Alexandre
    Thille, Arnaud W.
    de Prost, Nicolas
    Lim, Pascal
    Brun-Buisson, Christian
    Dessap, Armand Mekontso
    [J]. INTENSIVE CARE MEDICINE, 2017, 43 (05) : 633 - 642
  • [4] Annotation of functional variation in personal genomes using RegulomeDB
    Boyle, Alan P.
    Hong, Eurie L.
    Hariharan, Manoj
    Cheng, Yong
    Schaub, Marc A.
    Kasowski, Maya
    Karczewski, Konrad J.
    Park, Julie
    Hitz, Benjamin C.
    Weng, Shuai
    Cherry, J. Michael
    Snyder, Michael
    [J]. GENOME RESEARCH, 2012, 22 (09) : 1790 - 1797
  • [5] Grk5l Controls Heart Development by Limiting mTOR Signaling during Symmetry Breaking
    Burkhalter, Martin D.
    Fralish, Gregory B.
    Premont, Richard T.
    Caron, Marc G.
    Philipp, Melanie
    [J]. CELL REPORTS, 2013, 4 (04): : 625 - 632
  • [6] Heritability of left ventricular and papillary muscle heart size: a twin study with cardiac magnetic resonance imaging
    Busjahn, Christoph A.
    Schulz-Menger, Jeanette
    Abdel-Aty, Hassan
    Rudolph, Andre
    Jordan, Jens
    Luft, Friedrich C.
    Busjahn, Andreas
    [J]. EUROPEAN HEART JOURNAL, 2009, 30 (13) : 1643 - 1647
  • [7] An atlas of genetic associations in UK Biobank
    Canela-Xandri, Oriol
    Rawlik, Konrad
    Tenesa, Albert
    [J]. NATURE GENETICS, 2018, 50 (11) : 1593 - +
  • [8] Chien Kuo-Liong, 2006, BMC Cardiovasc Disord, V6, P37
  • [9] Matrix metalloproteinase inhibition after myocardial infarction - A new approach to prevent heart failure?
    Creemers, EEJM
    Cleutjens, JPM
    Smits, JFM
    Daemen, MJAP
    [J]. CIRCULATION RESEARCH, 2001, 89 (03) : 201 - 210
  • [10] Left ventricular mass predicts heart failure not related to previous myocardial infarction: the Cardiovascular Health Study
    de Simone, Giovanni
    Gottdiener, John S.
    Chinali, Marcello
    Maurer, Mathew S.
    [J]. EUROPEAN HEART JOURNAL, 2008, 29 (06) : 741 - 747