Duke Global Health Institute, Durham, NC, USA; Duke Institute of Molecular Physiology, Durham, NC, USA.
Division of Cardiovascular Medicine, Duke University School of Medicine, Durham, NC, USA; Duke Clinical Research Institute, Durham, NC, USA.
Atherosclerosis. 2014 Jan;232(1):191-6. doi: 10.1016/j.atherosclerosis.2013.10.036. Epub 2013 Nov 12.
To validate independent associations between branched-chain amino acids (BCAA) and other metabolites with coronary artery disease (CAD).
We conducted mass-spectrometry-based profiling of 63 metabolites in fasting plasma from 1983 sequential patients undergoing cardiac catheterization. Significant CAD was defined as CADindex ≥ 32 (at least one vessel with ≥ 95% stenosis; N = 995) and no CAD as CADindex ≤ 23 and no previous cardiac events (N = 610). Individuals (N = 378) with CAD severity between these extremes were excluded. Principal components analysis (PCA) reduced large numbers of correlated metabolites into uncorrelated factors. Association between metabolite factors and significant CAD vs. no CAD was tested using logistic regression; and between metabolite factors and severity of CAD was tested using linear regression.
Of twelve PCA-derived metabolite factors, two were associated with CAD in multivariable models: factor 10, composed of BCAA (adjusted odds ratio, OR, 1.20; 95% CI 1.05-1.35, p = 0.005) and factor 7, composed of short-chain acylcarnitines, which include byproducts of BCAA metabolism (adjusted OR 1.30; 95% CI 1.14-1.48, p = 0.001). After adjustment for glycated albumin (marker of insulin resistance [IR]) both factors 7 (p = 0.0001) and 10 (p = 0.004) remained associated with CAD. Severity of CAD as a continuous variable (including patients with non-obstructive disease) was associated with metabolite factors 2, 3, 6, 7, 8 and 9; only factors 7 and 10 were associated in multivariable models.
We validated the independent association of metabolites involved in BCAA metabolism with CAD extremes. These metabolites may be reporting on novel mechanisms of CAD pathogenesis that are independent of IR and diabetes.
验证支链氨基酸(BCAA)和其他代谢物与冠状动脉疾病(CAD)之间的独立关联。
我们对 1983 例连续接受心脏导管检查的患者空腹血浆中的 63 种代谢物进行了基于质谱的分析。显著 CAD 的定义为 CADindex≥32(至少有一个血管狭窄≥95%;N=995),无 CAD 为 CADindex≤23 且无既往心脏事件(N=610)。排除了这些极端值之间 CAD 严重程度的个体(N=378)。主成分分析(PCA)将大量相关代谢物简化为不相关的因素。使用逻辑回归检验代谢物因子与显著 CAD 与无 CAD 之间的关联;使用线性回归检验代谢物因子与 CAD 严重程度之间的关联。
在 12 个 PCA 衍生的代谢物因子中,有两个在多变量模型中与 CAD 相关:因子 10,由 BCAA 组成(调整后的优势比,OR,1.20;95%置信区间,1.05-1.35,p=0.005)和因子 7,由短链酰基辅酶 A 组成,其中包括 BCAA 代谢的副产物(调整后的 OR 1.30;95%置信区间,1.14-1.48,p=0.001)。调整糖化白蛋白(胰岛素抵抗[IR]标志物)后,因子 7(p=0.0001)和因子 10(p=0.004)仍与 CAD 相关。作为连续变量的 CAD 严重程度(包括非阻塞性疾病患者)与代谢物因子 2、3、6、7、8 和 9 相关;仅因子 7 和 10 在多变量模型中相关。
我们验证了参与 BCAA 代谢的代谢物与 CAD 极端值之间的独立关联。这些代谢物可能报告了与 IR 和糖尿病无关的 CAD 发病机制的新机制。