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
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