Department of Biostatistics, School of Public Health Boston University Boston MA USA.
Harvard University Cambridge MA USA.
J Am Heart Assoc. 2023 Jun 20;12(12):e028022. doi: 10.1161/JAHA.122.028022. Epub 2023 Jun 10.
Background The American Heart Association's framework "ideal cardiovascular health" (CVH) focuses on modifiable risk factors to reduce cardiovascular disease (CVD). Metabolomics provides important pathobiological insights into risk factors and CVD development. We hypothesized that metabolomic signatures associate with CVH status, and that metabolites, at least partially, mediate the association of CVH score with atrial fibrillation (AF) and heart failure (HF). Methods and Results We studied 3056 adults in the FHS (Framingham Heart Study) cohort to evaluate CVH score and incident outcomes of AF and HF. Metabolomics data were available in 2059 participants; mediation analysis was performed to evaluate the mediation of metabolites in the association of CVH score and incident AF and HF. In the smaller cohort (mean age, 54 years; 53% women), CVH score was associated with 144 metabolites, with 64 metabolites shared across key cardiometabolic components (body mass index, blood pressure, and fasting blood glucose) of the CVH score. In mediation analyses, 3 metabolites (glycerol, cholesterol ester 16:1, and phosphatidylcholine 32:1) mediated the association of CVH score with incident AF. Seven metabolites (glycerol, isocitrate, asparagine, glutamine, indole-3-proprionate, phosphatidylcholine C36:4, and lysophosphatidylcholine 18:2), partly mediated the association between CVH score and incident HF in multivariable-adjusted models. Conclusions Most metabolites that associated with CVH score were shared the most among 3 cardiometabolic components. Three main pathways: (1) alanine, glutamine, and glutamate metabolism; (2) citric acid cycle metabolism; and (3) glycerolipid metabolism mediated CVH score with HF. Metabolomics provides insights into how ideal CVH status contributes to the development of AF and HF.
美国心脏协会的“理想心血管健康”(CVH)框架侧重于可改变的危险因素,以降低心血管疾病(CVD)的风险。代谢组学为危险因素和 CVD 发展提供了重要的病理生物学见解。我们假设代谢组学特征与 CVH 状态相关,并且代谢物至少部分介导了 CVH 评分与心房颤动(AF)和心力衰竭(HF)的相关性。
我们研究了 FHS(弗雷明汉心脏研究)队列中的 3056 名成年人,以评估 CVH 评分和 AF 和 HF 的发病结果。在 2059 名参与者中可获得代谢组学数据;进行中介分析以评估代谢物在 CVH 评分与 AF 和 HF 发病之间的关联中的中介作用。在较小的队列中(平均年龄 54 岁;53%为女性),CVH 评分与 144 种代谢物相关,其中 64 种代谢物与 CVH 评分的关键心血管代谢成分(体重指数、血压和空腹血糖)共享。在中介分析中,3 种代谢物(甘油、胆固醇酯 16:1 和磷脂酰胆碱 32:1)介导了 CVH 评分与 AF 发病的关联。在多变量调整模型中,7 种代谢物(甘油、异柠檬酸、天冬酰胺、谷氨酰胺、吲哚-3-丙酸、磷脂酰胆碱 C36:4 和溶血磷脂酰胆碱 18:2)部分介导了 CVH 评分与 HF 发病之间的关联。
与 CVH 评分相关的大多数代谢物在 3 种心血管代谢成分中共享最多。3 条主要途径:(1)丙氨酸、谷氨酰胺和谷氨酸代谢;(2)柠檬酸循环代谢;和(3)甘油脂代谢介导了 CVH 评分与 HF 的关系。代谢组学提供了关于理想 CVH 状态如何导致 AF 和 HF 发展的见解。