Genome-Wide Significant Loci: How Important Are They? Systems Genetics to Understand Heritability of Coronary Artery Disease and Other Common Complex Disorders

被引:116
作者
Bjoerkegren, Johan L. M. [1 ,2 ,3 ,4 ]
Kovacic, Jason C. [2 ]
Dudley, Joel T. [1 ]
Schadt, Eric E. [1 ]
机构
[1] Icahn Sch Med Mt Sinai, Icahn Inst Genom & Multiscale Biol, Dept Genet & Genom Sci, New York, NY 10029 USA
[2] Icahn Sch Med Mt Sinai, Inst Cardiovasc Res, Cardiovasc Inst, New York, NY 10029 USA
[3] Karolinska Inst, Dept Med Biochem & Biophys, Div Vasc Biol, Stockholm, Sweden
[4] Univ Tartu, Dept Pathol Anat & Forens Med, EE-50090 Tartu, Estonia
基金
美国国家卫生研究院; 瑞典研究理事会;
关键词
atherosclerosis; atherosclerotic plaque; genome-wide association study; myocardial infarction; primary prevention; regulatory gene networks; MYOCARDIAL-INFARCTION; MOLECULAR NETWORKS; HEART-DISEASE; EXPRESSION; ATHEROSCLEROSIS; IDENTIFICATION; INFLAMMATION; ASSOCIATIONS; CHOLESTEROL; MECHANISMS;
D O I
10.1016/j.jacc.2014.12.033
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Genome-wide association studies (GWAS) have been extensively used to study common complex diseases such as coronary artery disease (CAD), revealing 153 suggestive CAD loci, of which at least 46 have been validated as having genome-wide significance. However, these loci collectively explain <10% of the genetic variance in CAD. Thus, we must address the key question of what factors constitute the remaining 90% of CAD heritability. We review possible limitations of GWAS, and contextually consider some candidate CAD loci identified by this method. Looking ahead, we propose systems genetics as a complementary approach to unlocking the CAD heritability and etiology. Systems genetics builds network models of relevant molecular processes by combining genetic and genomic datasets to ultimately identify key "drivers" of disease. By leveraging systems-based genetic approaches, we can help reveal the full genetic basis of common complex disorders, enabling novel diagnostic and therapeutic opportunities. (C) 2015 by the American College of Cardiology Foundation.
引用
收藏
页码:830 / 845
页数:16
相关论文
共 95 条
  • [51] The Genotype-Tissue Expression (GTEx) project
    Lonsdale, John
    Thomas, Jeffrey
    Salvatore, Mike
    Phillips, Rebecca
    Lo, Edmund
    Shad, Saboor
    Hasz, Richard
    Walters, Gary
    Garcia, Fernando
    Young, Nancy
    Foster, Barbara
    Moser, Mike
    Karasik, Ellen
    Gillard, Bryan
    Ramsey, Kimberley
    Sullivan, Susan
    Bridge, Jason
    Magazine, Harold
    Syron, John
    Fleming, Johnelle
    Siminoff, Laura
    Traino, Heather
    Mosavel, Maghboeba
    Barker, Laura
    Jewell, Scott
    Rohrer, Dan
    Maxim, Dan
    Filkins, Dana
    Harbach, Philip
    Cortadillo, Eddie
    Berghuis, Bree
    Turner, Lisa
    Hudson, Eric
    Feenstra, Kristin
    Sobin, Leslie
    Robb, James
    Branton, Phillip
    Korzeniewski, Greg
    Shive, Charles
    Tabor, David
    Qi, Liqun
    Groch, Kevin
    Nampally, Sreenath
    Buia, Steve
    Zimmerman, Angela
    Smith, Anna
    Burges, Robin
    Robinson, Karna
    Valentino, Kim
    Bradbury, Deborah
    [J]. NATURE GENETICS, 2013, 45 (06) : 580 - 585
  • [52] Atherosclerosis
    Lusis, AJ
    [J]. NATURE, 2000, 407 (6801) : 233 - 241
  • [53] Cardiovascular Networks Systems-Based Approaches to Cardiovascular Disease
    Lusis, Aldons J.
    Weiss, James N.
    [J]. CIRCULATION, 2010, 121 (01) : 157 - 170
  • [54] Validated context-dependent associations of coronary heart disease risk with genotype variation in the chromosome 9p21 region: the Atherosclerosis Risk in Communities study
    Lusk, Christine M.
    Dyson, Greg
    Clark, Andrew G.
    Ballantyne, Christie M.
    Frikke-Schmidt, Ruth
    Tybjaerg-Hansen, Anne
    Boerwinkle, Eric
    Sing, Charles F.
    [J]. HUMAN GENETICS, 2014, 133 (09) : 1105 - 1116
  • [55] Integrative Genomics Reveals Novel Molecular Pathways and Gene Networks for Coronary Artery Disease
    Makinen, Ville-Petteri
    Civelek, Mete
    Meng, Qingying
    Zhang, Bin
    Zhu, Jun
    Levian, Candace
    Huan, Tianxiao
    Segre, Ayellet V.
    Ghosh, Sujoy
    Vivar, Juan
    Nikpay, Majid
    Stewart, Alexandre F. R.
    Nelson, Christopher P.
    Willenborg, Christina
    Erdmann, Jeanette
    Blakenberg, Stefan
    O'Donnell, Christopher J.
    Marz, Winfried
    Laaksonen, Reijo
    Epstein, Stephen E.
    Kathiresan, Sekar
    Shah, Svati H.
    Hazen, Stanley L.
    Reilly, Muredach P.
    Lusis, Aldons J.
    Samani, Nilesh J.
    Schunkert, Heribert
    Quertermous, Thomas
    McPherson, Ruth
    Yang, Xia
    Assimes, Themistocles L.
    [J]. PLOS GENETICS, 2014, 10 (07):
  • [56] Finding the missing heritability of complex diseases
    Manolio, Teri A.
    Collins, Francis S.
    Cox, Nancy J.
    Goldstein, David B.
    Hindorff, Lucia A.
    Hunter, David J.
    McCarthy, Mark I.
    Ramos, Erin M.
    Cardon, Lon R.
    Chakravarti, Aravinda
    Cho, Judy H.
    Guttmacher, Alan E.
    Kong, Augustine
    Kruglyak, Leonid
    Mardis, Elaine
    Rotimi, Charles N.
    Slatkin, Montgomery
    Valle, David
    Whittemore, Alice S.
    Boehnke, Michael
    Clark, Andrew G.
    Eichler, Evan E.
    Gibson, Greg
    Haines, Jonathan L.
    Mackay, Trudy F. C.
    McCarroll, Steven A.
    Visscher, Peter M.
    [J]. NATURE, 2009, 461 (7265) : 747 - 753
  • [57] GENETIC SUSCEPTIBILITY TO DEATH FROM CORONARY HEART-DISEASE IN A STUDY OF TWINS
    MARENBERG, ME
    RISCH, N
    BERKMAN, LF
    FLODERUS, B
    DEFAIRE, U
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 1994, 330 (15) : 1041 - 1046
  • [58] A common allele on chromosome 9 associated with coronary heart disease
    McPherson, Ruth
    Pertsemlidis, Alexander
    Kavaslar, Nihan
    Stewart, Alexandre F. R.
    Roberts, Robert
    Cox, David R.
    Hinds, David A.
    Pennacchio, Len A.
    Tybjaerg-Hansen, Anne
    Folsom, Aaron R.
    Boerwinkle, Eric
    Hobbs, Helen H.
    Cohen, Jonathan C.
    [J]. SCIENCE, 2007, 316 (5830) : 1488 - 1491
  • [59] Disentangling molecular relationships with a causal inference test
    Millstein, Joshua
    Zhang, Bin
    Zhu, Jun
    Schadt, Eric E.
    [J]. BMC GENETICS, 2009, 10
  • [60] Putting TCFA in Clinical Perspective
    Narula, Jagat
    Kovacic, Jason C.
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2014, 64 (07) : 681 - 683