Department of Epidemiology, Human Genetics, and Environmental Sciences, University of Texas Health Science Center at Houston, Houston, TX, USA.
Am J Epidemiol. 2013 Aug 15;178(4):534-42. doi: 10.1093/aje/kwt004. Epub 2013 Jun 20.
Heart failure is more prevalent among African Americans than in the general population. Metabolomic studies among African Americans may efficiently identify novel biomarkers of heart failure. We used untargeted methods to measure 204 stable serum metabolites and evaluated their associations with incident heart failure hospitalization (n = 276) after a median follow-up of 20 years (1987-2008) by using Cox regression in data from 1,744 African Americans aged 45-64 years without heart failure at baseline from the Jackson, Mississippi, field center of the Atherosclerosis Risk in Communities (ARIC) Study. After adjustment for established risk factors, we found that 16 metabolites (6 named with known structural identities and 10 unnamed with unknown structural identities, the latter denoted by using the format X-12345) were associated with incident heart failure (P < 0.0004 based on a modified Bonferroni procedure). Of the 6 named metabolites, 4 are involved in amino acid metabolism, 1 (prolylhydroxyproline) is a dipeptide, and 1 (erythritol) is a sugar alcohol. After additional adjustment for kidney function, 2 metabolites remained associated with incident heart failure (for metabolite X-11308, hazard ratio = 0.75, 95% confidence interval: 0.65, 0.86; for metabolite X-11787, hazard ratio = 1.23, 95% confidence interval: 1.10, 1.37). Further structural analysis revealed X-11308 to be a dihydroxy docosatrienoic acid and X-11787 to be an isoform of either hydroxyleucine or hydroxyisoleucine. Our metabolomic analysis revealed novel biomarkers associated with incident heart failure independent of traditional risk factors.
心力衰竭在非裔美国人中的发病率高于普通人群。对非裔美国人进行代谢组学研究可能能够有效地确定心力衰竭的新型生物标志物。我们使用非靶向方法测量了 204 种稳定的血清代谢物,并在 1987-2008 年的中位随访 20 年后,使用 Cox 回归评估了它们与 276 例心力衰竭住院事件(n=276)的关联,这些参与者是非心力衰竭的 1744 名年龄在 45-64 岁的非裔美国人,他们来自密西西比州杰克逊的 Atherosclerosis Risk in Communities (ARIC) Study 现场中心。在调整了既定风险因素后,我们发现有 16 种代谢物(6 种代谢物具有已知的结构身份,10 种代谢物具有未知的结构身份,后者用 X-12345 的格式表示)与心力衰竭事件有关(基于修正后的 Bonferroni 程序,P<0.0004)。在 6 种具有已知结构身份的代谢物中,有 4 种与氨基酸代谢有关,1 种(脯氨酰羟脯氨酸)是二肽,1 种(赤藓糖醇)是糖醇。在进一步调整肾功能后,有 2 种代谢物仍与心力衰竭事件有关(对于代谢物 X-11308,风险比=0.75,95%置信区间:0.65,0.86;对于代谢物 X-11787,风险比=1.23,95%置信区间:1.10,1.37)。进一步的结构分析表明,X-11308 是二羟基二十二碳三烯酸,X-11787 是羟赖氨酸或羟基异亮氨酸的异构体。我们的代谢组学分析揭示了与心力衰竭事件有关的新型生物标志物,这些标志物独立于传统风险因素。