Ian J Neeland, Fang Zhu, Goncalo Graca, Anastasios Lymperopoulos, Gianluca Iacobellis, Ali Farzaneh, Daniel Bos, Mohsen Ghanbari, Jeffrey J Goldberger, Maryam Kavousi, Philip Greenland
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Associations between fasting serum metabolites and EAT volume were assessed using cross-sectional linear regression of individual-level data in MESA and validated in Rotterdam.</p><p><strong>Results: </strong>A total of 23 571 metabolomic spectral variables were evaluated. In MESA, after adjustment for age, sex, and race and ethnicity, 38 metabolites were positively and 19 metabolites negatively associated with EAT at a false discovery rate <i>P</i><0.01. Several metabolites were replicated in Rotterdam, including 1,5-anhydrosorbitol and N-acetyl (glycoproteins) that were positively associated with EAT and trimethylamine (phospholipids) that were inversely associated with EAT. Branched-chain amino acids (leucine, isoleucine, and valine) and 3-hydroxybutyrate were also associated with EAT in the Rotterdam study. In MESA, apolipoprotein B and very-low-density and intermediate-density lipoprotein fractions were positively associated with EAT and the majority of high-density lipoprotein subclasses were inversely associated with EAT. Associations were partially attenuated in MESA and fully attenuated in Rotterdam after further adjustment for health and socioeconomic factors.</p><p><strong>Conclusions: </strong>From >20 000 metabolomic features, 1,5-anhydrosorbitol, glycoproteins, phospholipids, and atherogenic dyslipidemia markers emerged as significant markers of EAT. 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引用次数: 0
摘要
背景:过多的心外膜脂肪组织(EAT)与心房颤动、冠状动脉疾病和心力衰竭等心血管疾病有关。EAT的代谢组学特征还没有得到很好的研究。方法:对血清进行非靶向1H核磁共振代谢组学分析(一维核磁共振,carr - purcell - meiboomm - gill回声序列采集,脂质组学),并在MESA (Multi-Ethnic Study of Atherosclerosis;N=3936)和鹿特丹研究(N=465)。使用MESA个人水平数据的横断面线性回归评估空腹血清代谢物与EAT体积之间的关系,并在鹿特丹进行验证。结果:共评估了23 571个代谢组学谱变量。在MESA中,在调整了年龄、性别、种族和民族后,38种代谢物与EAT呈正相关,19种代谢物与EAT呈负相关,但发现率是错误的。结论:从bbb20 000个代谢组学特征中,1,5-无氢山梨醇、糖蛋白、磷脂和动脉粥样硬化性血脂异常标志物成为EAT的重要标志物。需要进一步的研究来确定基于核磁共振的代谢谱分析是否可以改善EAT的检测,从而对心脏代谢健康产生影响。
Metabolomics Profiling of Epicardial Adipose Tissue: MESA and the Rotterdam Study.
Background: Excess epicardial adipose tissue (EAT) has been associated with cardiovascular diseases such as atrial fibrillation, coronary artery disease, and heart failure. The metabolomic signature of EAT is not well studied.
Methods: Untargeted 1H nuclear magnetic resonance metabolomics profiling of serum was performed (1-dimensional nuclear magnetic resonance, Carr-Purcell-Meiboom-Gill Echo Train Acquisition, lipidomics) and EAT was measured with computed tomography in MESA (Multi-Ethnic Study of Atherosclerosis; N=3936) and the Rotterdam study (N=465). Associations between fasting serum metabolites and EAT volume were assessed using cross-sectional linear regression of individual-level data in MESA and validated in Rotterdam.
Results: A total of 23 571 metabolomic spectral variables were evaluated. In MESA, after adjustment for age, sex, and race and ethnicity, 38 metabolites were positively and 19 metabolites negatively associated with EAT at a false discovery rate P<0.01. Several metabolites were replicated in Rotterdam, including 1,5-anhydrosorbitol and N-acetyl (glycoproteins) that were positively associated with EAT and trimethylamine (phospholipids) that were inversely associated with EAT. Branched-chain amino acids (leucine, isoleucine, and valine) and 3-hydroxybutyrate were also associated with EAT in the Rotterdam study. In MESA, apolipoprotein B and very-low-density and intermediate-density lipoprotein fractions were positively associated with EAT and the majority of high-density lipoprotein subclasses were inversely associated with EAT. Associations were partially attenuated in MESA and fully attenuated in Rotterdam after further adjustment for health and socioeconomic factors.
Conclusions: From >20 000 metabolomic features, 1,5-anhydrosorbitol, glycoproteins, phospholipids, and atherogenic dyslipidemia markers emerged as significant markers of EAT. Further investigation is warranted to determine whether nuclear magnetic resonance-based metabolic profiling can improve EAT detection with implications for cardiometabolic health.
期刊介绍:
As an Open Access journal, JAHA - Journal of the American Heart Association is rapidly and freely available, accelerating the translation of strong science into effective practice.
JAHA is an authoritative, peer-reviewed Open Access journal focusing on cardiovascular and cerebrovascular disease. JAHA provides a global forum for basic and clinical research and timely reviews on cardiovascular disease and stroke. As an Open Access journal, its content is free on publication to read, download, and share, accelerating the translation of strong science into effective practice.