Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts.
Division of Women's Health, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
JAMA Cardiol. 2022 Feb 1;7(2):184-194. doi: 10.1001/jamacardio.2021.4925.
African American individuals have disproportionate rates of coronary heart disease (CHD) but lower levels of coronary artery calcium (CAC), a marker of subclinical CHD, than non-Hispanic White individuals. African American individuals may have distinct metabolite profiles associated with incident CHD risk compared with non-Hispanic White individuals, and examination of these differences could highlight important processes that differ between them.
To identify novel biomarkers of incident CHD and CAC among African American individuals and to replicate incident CHD findings in a multiethnic cohort.
DESIGN, SETTING, AND PARTICIPANTS: This analysis targeted plasma metabolomic profiling of 2346 participants in the Jackson Heart Study (JHS), a prospective population-based cohort study that included 5306 African American participants who were examined at baseline (2000-2004) and 2 follow-up visits. Replication of CHD-associated metabolites was sought among 1588 multiethnic participants from the Women's Health Initiative (WHI), a prospective population-based multiethnic cohort study of 161 808 postmenopausal women who were examined at baseline (1991-1995) and ongoing follow-up visits. Regression analyses were performed for each metabolite to examine the associations with incident CHD and CAC scores. Data were collected from the WHI between 1994 and 2009 and from the JHS between 2000 and 2015. All data were analyzed from November 2020 to August 2021.
Plasma metabolites.
Incident CHD was defined as definite or probable myocardial infarction or definite fatal CHD in both the JHS and WHI cohorts. In the JHS cohort, silent myocardial infarction between examinations (as determined by electrocardiography) and coronary revascularization were included in the incident CHD analysis. Coronary artery calcium was measured using a 16-channel computed tomographic system and reported as an Agatston score.
Among 2346 African American individuals in the JHS cohort, the mean (SD) age was 56 (13) years, and 1468 individuals (62.6%) were female. Among 1588 postmenopausal women in the WHI cohort, the mean (SD) age was 67 (7) years; 217 individuals (13.7%) self-identified as African American, 1219 (76.8%) as non-Hispanic White, and 152 (9.6%) as other races or ethnicities. In the fully adjusted model including 1876 individuals, 46 of 303 targeted metabolites were associated with incident CHD (false discovery rate q <0.100). Data for 32 of the 46 metabolites were available in the WHI cohort, and 13 incident CHD-associated metabolites from the JHS cohort were replicated in the WHI cohort. A total of 1439 participants from the JHS cohort with available CAC scores received metabolomic profiling. Nine metabolites were associated with CAC scores. Minimal overlap was found between the results from the incident CHD and CAC analyses, with only 3 metabolites shared between the 2 analyses.
This cohort study identified metabolites that were associated with incident CHD among African American individuals, including 13 incident CHD-associated metabolites that were replicated in a multiethnic population and 9 novel metabolites that included N-acylamides, leucine, and lipid species. These findings may help to elucidate common and distinct metabolic processes that may be associated with CHD among individuals with different self-identified race.
非裔美国人患冠心病(CHD)的比例过高,但与非西班牙裔白人相比,其冠状动脉钙(CAC)水平较低,CAC 是亚临床 CHD 的标志物。与非西班牙裔白人相比,非裔美国人可能具有与 CHD 发病风险相关的独特代谢物特征,而检查这些差异可能会突出它们之间存在的重要差异。
在非裔美国人中确定 CHD 和 CAC 的新生物标志物,并在多民族队列中复制 CHD 发病结果。
设计、地点和参与者:本分析针对 2346 名参加 Jackson 心脏研究(JHS)的参与者的血浆代谢组学分析,这是一项前瞻性基于人群的队列研究,包括 5306 名非裔美国参与者,他们在基线(2000-2004 年)和 2 次随访时进行了检查。在 1588 名来自妇女健康倡议(WHI)的多民族参与者中,寻求与 CHD 相关的代谢物的复制,这是一项针对 161808 名绝经后妇女的前瞻性基于人群的多民族队列研究,她们在基线(1991-1995 年)和正在进行的随访中进行了检查。对每种代谢物进行回归分析,以检查与 CHD 和 CAC 评分相关的关联。数据来自 WHI 于 1994 年至 2009 年和 JHS 于 2000 年至 2015 年期间收集。所有数据均于 2020 年 11 月至 2021 年 8 月进行分析。
血浆代谢物。
定义 JHS 和 WHI 队列中的 CHD 为明确或可能的心肌梗死或明确的致命 CHD。在 JHS 队列中,两次检查之间(通过心电图确定)的无症状性心肌梗死和冠状动脉血运重建被纳入 CHD 分析。使用 16 通道计算机断层扫描系统测量 CAC,并以 Agatston 评分报告。
在 JHS 队列的 2346 名非裔美国参与者中,平均(SD)年龄为 56(13)岁,1468 人(62.6%)为女性。在 WHI 队列的 1588 名绝经后妇女中,平均(SD)年龄为 67(7)岁;217 人(13.7%)自认为是非裔美国人,1219 人(76.8%)是非西班牙裔白人,152 人(9.6%)是其他种族或民族。在包括 1876 人的完全调整模型中,303 种靶向代谢物中有 46 种与 CHD 相关(错误发现率 q <0.100)。WHI 队列中可获得 32 种 46 种代谢物的数据,在 WHI 队列中复制了 JHS 队列中与 13 例 CHD 相关的代谢物。共有 1439 名来自 JHS 队列的 CAC 评分可接受代谢组学分析。9 种代谢物与 CAC 评分相关。CHD 和 CAC 分析的结果之间发现很少重叠,只有 3 种代谢物在这两种分析中共享。
这项队列研究确定了与非裔美国人 CHD 相关的代谢物,包括在多民族人群中复制的 13 种与 CHD 相关的代谢物和 9 种新的代谢物,包括 N-酰基酰胺、亮氨酸和脂质种类。这些发现可能有助于阐明与不同自我认同的种族的 CHD 相关的常见和独特的代谢过程。