High heritability of metabolomic profiles in families burdened with premature cardiovascular disease

被引:127
作者
Shah, Svati H. [1 ]
Hauser, Elizabeth R. [1 ]
Bain, James R. [2 ]
Muehlbauer, Michael J. [2 ]
Haynes, Carol [1 ]
Stevens, Robert D. [2 ]
Wenner, Brett R. [2 ]
Dowdy, Z. Elaine
Granger, Christopher B.
Ginsburg, Geoffrey S. [3 ]
Newgard, Christopher B. [2 ,4 ]
Kraus, William E.
机构
[1] Duke Univ, Med Ctr, Dept Med, Ctr Human Genet, Durham, NC 27710 USA
[2] Duke Univ, Sarah W Stedman Nutr & Metab Ctr, Durham, NC 27710 USA
[3] Duke Univ, Med Ctr, Inst Genome Sci & Policy, Durham, NC 27710 USA
[4] Duke Univ, Med Ctr, Dept Pharmacol & Canc Biol, Durham, NC 27710 USA
基金
美国国家卫生研究院;
关键词
acylcarnitines; amino acids; heritability; cardiovascular disease; metabolomics; TANDEM MASS-SPECTROMETRY; CORONARY-ARTERY-DISEASE; SYRUP-URINE-DISEASE; INSULIN-RESISTANCE; HEART-DISEASE; DIAGNOSIS; GENETICS; DESIGN; PLASMA; MUSCLE;
D O I
10.1038/msb.2009.11
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Integration of genetic and metabolic profiling holds promise for providing insight into human disease. Coronary artery disease (CAD) is strongly heritable, but the heritability of metabolomic profiles has not been evaluated in humans. We performed quantitative mass spectrometry-based metabolic profiling in 117 individuals within eight multiplex families from the GENECARD study of premature CAD. Heritabilities were calculated using variance components. We found high heritabilities for amino acids (arginine, ornithine, alanine, proline, leucine/isoleucine, valine, glutamate/glutamine, phenylalanine and glycine; h(2)=0.33-0.80, P=0.005-1.9 x 10(-16)), free fatty acids (arachidonic, palmitic, linoleic; h(2)=0.48-0.59, P=0.002-0.00005) and acylcarnitines (h(2)=0.23-0.79, P=0.05-0.0000002). Principal components analysis was used to identify metabolite clusters. Reflecting individual metabolites, several components were heritable, including components comprised of ketones, beta-hydroxybutyrate and C2-acylcarnitine (h(2)=0.61); short- and medium-chain acylcarnitines (h(2)=0.39); amino acids (h(2)=0.44); long-chain acylcarnitines (h(2)=0.39) and branched-chain amino acids (h(2)=0.27). We report a novel finding of high heritabilities of metabolites in premature CAD, establishing a possible genetic basis for these profiles. These results have implications for understanding CAD pathophysiology and genetics. Molecular Systems Biology 7 April 2009; doi:10.1038/msb.2009.11
引用
收藏
页数:7
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