Systems genetics approaches to understand complex traits

被引:461
作者
Civelek, Mete [1 ,2 ,3 ]
Lusis, Aldons J. [1 ,2 ,3 ]
机构
[1] Univ Calif Los Angeles, Dept Microbiol Mol Genet & Immunol, Los Angeles, CA 90095 USA
[2] Univ Calif Los Angeles, Dept Human Genet, Los Angeles, CA 90095 USA
[3] Univ Calif Los Angeles, Dept Med, Los Angeles, CA 90095 USA
基金
美国国家卫生研究院;
关键词
GENOME-WIDE ASSOCIATION; MISSING HERITABILITY; FUNCTIONAL VARIATION; SUSCEPTIBILITY LOCI; PROTEIN ABUNDANCE; CHROMATIN STATES; GUT MICROBIOTA; FATTY-ACID; RNA-SEQ; EXPRESSION;
D O I
10.1038/nrg3575
中图分类号
Q3 [遗传学];
学科分类号
071007 [遗传学];
摘要
Systems genetics is an approach to understand the flow of biological information that underlies complex traits. It uses a range of experimental and statistical methods to quantitate and integrate intermediate phenotypes, such as transcript, protein or metabolite levels, in populations that vary for traits of interest. Systems genetics studies have provided the first global view of the molecular architecture of complex traits and are useful for the identification of genes, pathways and networks that underlie common human diseases. Given the urgent need to understand how the thousands of loci that have been identified in genome-wide association studies contribute to disease susceptibility, systems genetics is likely to become an increasingly important approach to understanding both biology and disease.
引用
收藏
页码:34 / 48
页数:15
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