Association of a Peripheral Blood Metabolic Profile With Coronary Artery Disease and Risk of Subsequent Cardiovascular Events

被引:404
作者
Shah, Svati H. [1 ,4 ]
Bain, James R. [5 ]
Muehlbauer, Michael J. [5 ]
Stevens, Robert D. [5 ]
Crosslin, David R.
Haynes, Carol [4 ]
Dungan, Jennifer [2 ]
Newby, L. Kristin [6 ]
Hauser, Elizabeth R. [4 ]
Ginsburg, Geoffrey S. [7 ]
Newgard, Christopher B. [3 ,5 ]
Kraus, William E.
机构
[1] Duke Univ, Med Ctr 3445, Dept Med, Durham, NC 27710 USA
[2] Duke Univ, Dept Nursing, Durham, NC 27710 USA
[3] Duke Univ, Dept Pharmacol & Canc Biol, Durham, NC 27710 USA
[4] Duke Univ, Ctr Human Genet, Durham, NC 27710 USA
[5] Duke Univ, Sarah W Stedman Nutr & Metab Ctr, Durham, NC 27710 USA
[6] Duke Univ, Duke Clin Res Inst, Durham, NC 27710 USA
[7] Duke Univ, Duke Inst Genome Sci & Policy, Durham, NC 27710 USA
关键词
metabolism; risk factors; coronary artery disease; INSULIN; IDENTIFICATION; DIAGNOSIS; OVERLOAD; MUSCLE;
D O I
10.1161/CIRCGENETICS.109.852814
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background-Molecular tools may provide insight into cardiovascular risk. We assessed whether metabolites discriminate coronary artery disease (CAD) and predict risk of cardiovascular events. Methods and Results-We performed mass-spectrometry-based profiling of 69 metabolites in subjects from the CATHGEN biorepository. To evaluate discriminative capabilities of metabolites for CAD, 2 groups were profiled: 174 CAD cases and 174 sex/race-matched controls ("initial"), and 140 CAD cases and 140 controls ("replication"). To evaluate the capability of metabolites to predict cardiovascular events, cases were combined ("event" group); of these, 74 experienced death/myocardial infarction during follow-up. A third independent group was profiled ("event-replication" group; n = 63 cases with cardiovascular events, 66 controls). Analysis included principal-components analysis, linear regression, and Cox proportional hazards. Two principal components analysis-derived factors were associated with CAD: 1 comprising branched-chain amino acid metabolites (factor 4, initial P=0.002, replication P=0.01), and 1 comprising urea cycle metabolites (factor 9, initial P=0.0004, replication P=0.01). In multivariable regression, these factors were independently associated with CAD in initial (factor 4, odds ratio [ OR], 1.36; 95% CI, 1.06 to 1.74; P=0.02; factor 9, OR, 0.67; 95% CI, 0.52 to 0.87; P=0.003) and replication (factor 4, OR, 1.43; 95% CI, 1.07 to 1.91; P=0.02; factor 9, OR, 0.66; 95% CI, 0.48 to 0.91; P=0.01) groups. A factor composed of dicarboxylacylcarnitines predicted death/myocardial infarction (event group hazard ratio 2.17; 95% CI, 1.23 to 3.84; P=0.007) and was associated with cardiovascular events in the event-replication group (OR, 1.52; 95% CI, 1.08 to 2.14; P=0.01). Conclusions-Metabolite profiles are associated with CAD and subsequent cardiovascular events. (Circ Cardiovasc Genet. 2010; 3: 207-214.)
引用
收藏
页码:207 / U233
页数:65
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