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

被引:130
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; 英国惠康基金; 英国工程与自然科学研究理事会;
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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  • [31] Progression from Concentric Left Ventricular Hypertrophy and Normal Ejection Fraction to Left Ventricular Dysfunction
    Milani, Richard V.
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    Lavie, Carl J.
    Morin, Daniel P.
    Ventura, Hector O.
    [J]. AMERICAN JOURNAL OF CARDIOLOGY, 2011, 108 (07) : 992 - 996
  • [32] Reference ranges for cardiac structure and function using cardiovascular magnetic resonance (CMR) in Caucasians from the UK Biobank population cohort
    Petersen, Steffen E.
    Aung, Nay
    Sanghvi, Mihir M.
    Zemrak, Filip
    Fung, Kenneth
    Paiva, Jose Miguel
    Francis, Jane M.
    Khanji, Mohammed Y.
    Lukaschuk, Elena
    Lee, Aaron M.
    Carapella, Valentina
    Kim, Young Jin
    Leeson, Paul
    Piechnik, Stefan K.
    Neubauer, Stefan
    [J]. JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE, 2017, 19
  • [33] Overlapping and Opposing Functions of G Protein-coupled Receptor Kinase 2 (GRK2) and GRK5 during Heart Development
    Philipp, Melanie
    Berger, Ina M.
    Just, Steffen
    Caron, Marc G.
    [J]. JOURNAL OF BIOLOGICAL CHEMISTRY, 2014, 289 (38) : 26119 - 26130
  • [34] Integrated allelic, transcriptional, and phenomic dissection of the cardiac effects of titin truncations in health and disease
    Roberts, Angharad M.
    Ware, James S.
    Herman, Daniel S.
    Schafer, Sebastian
    Baksi, John
    Bick, Alexander G.
    Buchan, Rachel J.
    Walsh, Roddy
    John, Shibu
    Wilkinson, Samuel
    Mazzarotto, Francesco
    Felkin, Leanne E.
    Gong, Sungsam
    MacArthur, Jacqueline A. L.
    Cunningham, Fiona
    Flannick, Jason
    Gabriel, Stacey B.
    Altshuler, David M.
    Macdonald, Peter S.
    Heinig, Matthias
    Keogh, Anne M.
    Hayward, Christopher S.
    Banner, Nicholas R.
    Pennell, Dudley J.
    O'Regan, Declan P.
    San, Tan Ru
    De Marvao, Antonio
    Dawes, Timothy J. W.
    Gulati, Ankur
    Birks, Emma J.
    Yacoub, Magdi H.
    Radke, Michael
    Gotthardt, Michael
    Wilson, James G.
    O'Donnell, Christopher J.
    Prasad, Sanjay K.
    Barton, Paul J. R.
    Fatkin, Diane
    Hubner, Norbert
    Seidman, Jonathan G.
    Seidman, Christine E.
    Cook, Stuart A.
    [J]. SCIENCE TRANSLATIONAL MEDICINE, 2015, 7 (270)
  • [35] Small heat shock proteins Hspb7 and Hspb12 regulate early steps of cardiac morphogenesis
    Rosenfeld, Gabriel E.
    Mercer, Emily J.
    Mason, Christopher E.
    Evans, Todd
    [J]. DEVELOPMENTAL BIOLOGY, 2013, 381 (02) : 389 - 400
  • [36] Titin-truncating variants affect heart function in disease cohorts and the general population
    Schafer, Sebastian
    de Marvao, Antonio
    Adami, Eleonora
    Fiedler, Lorna R.
    Ng, Benjamin
    Khin, Ester
    Rackham, Owen J. L.
    van Heesch, Sebastiaan
    Pua, Chee J.
    Kui, Miao
    Walsh, Roddy
    Tayal, Upasana
    Prasad, Sanjay K.
    Dawes, Timothy J. W.
    Ko, Nicole S. J.
    Sim, David
    Chan, Laura L. H.
    Chin, Calvin W. L.
    Mazzarotto, Francesco
    Barton, Paul J.
    Kreuchwig, Franziska
    de Kleijn, Dominique P. V.
    Totman, Teresa
    Biffi, Carlo
    Tee, Nicole
    Rueckert, Daniel
    Schneider, Valentin
    Faber, Allison
    Regitz-Zagrosek, Vera
    Seidman, Jonathan G.
    Seidman, Christine E.
    Linke, Wolfgang A.
    Kovalik, Jean-Paul
    O'Regan, Declan
    Ware, James S.
    Hubner, Norbert
    Cook, Stuart A.
    [J]. NATURE GENETICS, 2017, 49 (01) : 46 - 53
  • [37] Four Genetic Loci Influencing Electrocardiographic Indices of Left Ventricular Hypertrophy
    Shah, Sonia
    Nelson, Christopher P.
    Gaunt, Tom R.
    van der Harst, Pim
    Barnes, Timothy
    Braund, Peter S.
    Lawlor, Debbie A.
    Casas, Juan-Pablo
    Padmanabhan, Sandosh
    Drenos, Fotios
    Kivimaki, Mika
    Talmud, Philippa J.
    Humphries, Steve E.
    Whittaker, John
    Morris, Richard W.
    Whincup, Peter H.
    Dominiczak, Anna
    Munroe, Patricia B.
    Johnson, Toby
    Goodall, Alison H.
    Cambien, Francois
    Diemert, Patrick
    Hengstenberg, Christian
    Ouwehand, Willem H.
    Felix, Janine F.
    Glazer, Nicole L.
    Tomaszewski, Maciej
    Burton, Paul R.
    Tobin, Martin D.
    van Veldhuisen, Dirk J.
    de Boer, Rudolf A.
    Navis, Gerjan
    van Gilst, Wiek H.
    Mayosi, Bongani M.
    Thompson, John R.
    Kumari, Meena
    MacFarlane, Peter W.
    Day, Ian N. M.
    Hingorani, Aroon D.
    Samani, Nilesh J.
    [J]. CIRCULATION-CARDIOVASCULAR GENETICS, 2011, 4 (06) : 626 - U314
  • [38] Snipelisky David, 2019, Card Electrophysiol Clin, V11, P11, DOI 10.1016/j.ccep.2018.11.001
  • [39] Neuromedin beta:: P73T polymorphism in overweight and obese subjects
    Spalova, J.
    Zamrazilova, H.
    Vcelak, J.
    Vankova, M.
    Lukasova, P.
    Hill, M.
    Hlavata, K.
    Sramkova, P.
    Fried, M.
    Aldhoon, B.
    Kunesova, M.
    Bendlova, B.
    Hainer, V.
    [J]. PHYSIOLOGICAL RESEARCH, 2008, 57 : S39 - S48
  • [40] PhenoScanner: a database of human genotype-phenotype associations
    Staley, James R.
    Blackshaw, James
    Kamat, Mihir A.
    Ellis, Steve
    Surendran, Praveen
    Sun, Benjamin B.
    Paul, Dirk S.
    Freitag, Daniel
    Burgess, Stephen
    Danesh, John
    Young, Robin
    Butterworth, Adam S.
    [J]. BIOINFORMATICS, 2016, 32 (20) : 3207 - 3209