Evidence map›Paper›PMID 40530511›Full record

ArticleJournal of the American Heart Association2025

Metabolomics Profiling of Epicardial Adipose Tissue: MESA and the Rotterdam Study.

Ian J Neeland, Fang Zhu, Goncalo Graca, Anastasios Lymperopoulos, Gianluca Iacobellis, Ali Farzaneh, Daniel Bos, Mohsen Ghanbari, Jeffrey J Goldberger, Maryam Kavousi and 1 more

Abstract read
In one paragraph

Article in Journal of the American Heart Association, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
  4. Serum Metabolites and Heart Failure Risk: MESA and RS.Journal of the American Heart Association · 2025
    Article
  5. Article
  6. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Ian J NeelandHarrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center and Case Western Reserve University School of Medicine Cleveland OH USA.ORCID 0000-0003-2831-3618
Fang ZhuDepartment of Epidemiology Erasmus MC University Medical Center Rotterdam The Netherlands.
Goncalo GracaSection of Bioinformatics, Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction Faculty of Medicine, Imperial College London London United Kingdom.ORCID 0000-0002-0876-3876
Anastasios LymperopoulosDepartment of Pharmaceutical Sciences, Barry and Judy Silverman College of Pharmacy Nova Southeastern University Fort Lauderdale FL USA.ORCID 0000-0001-9817-6319
Gianluca IacobellisDivision of Endocrinology, Diabetes and Metabolism, Department of Medicine Miller School of Medicine University of Miami Miami FL USA.
Ali FarzanehDepartment of Epidemiology Erasmus MC University Medical Center Rotterdam The Netherlands.ORCID 0009-0005-4496-2863
Daniel BosDepartment of Epidemiology Erasmus MC University Medical Center Rotterdam The Netherlands.ORCID 0000-0001-8979-2603
Mohsen GhanbariDepartment of Epidemiology Erasmus MC University Medical Center Rotterdam The Netherlands.ORCID 0000-0002-9476-7143
Jeffrey J GoldbergerCardiovascular Division, Department of Medicine Miller School of Medicine University of Miami Miami FL USA.ORCID 0000-0001-9802-1851
Maryam KavousiDepartment of Epidemiology Erasmus MC University Medical Center Rotterdam The Netherlands.ORCID 0000-0001-5976-6519
Philip GreenlandDepartment of Preventive Medicine Northwestern University Feinberg School of Medicine Chicago IL USA.ORCID 0000-0002-6327-2439

Funding

Task Area A Core Study Operations.Task Area A shall encompass annual follow-up of cohort members, clinical endpoints ascertainment, study coordination activities, maintenance of the database and biosp75N92020D00001 · NHLBI · UNIVERSITY OF WASHINGTON · PI MCCLELLAND, ROBYN LEAGH · 2020 to 2025
$17.2M
Task Area A shall encompass annual follow-up of cohort members, clinical events investigations, study operations, and data analysis and manuscript writing. If implemented, Task A.1 will provide fundin75N92020D00005 · NHLBI · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI WATSON, KAROL E · 2020 to 2025
$5.1M
TO EXERCISE OPTION PERIOD ONE (1) FOR TASK AREA A - MESA CORE OPERATIONS, FIELD CENTER.75N92020D00004 · NHLBI · NORTHWESTERN UNIVERSITY · PI SIEGEL, JONATHAN H · 2020 to 2025
$4.5M
Task Area A shall encompass annual follow-up of cohort members, clinical events investigations, study operations, and data analysis and manuscript writing. If implemented, Task A.1 will provide fundin75N92020D00006 · NHLBI · UNIVERSITY OF MINNESOTA · PI PANKOW, JAMES S · 2020 to 2025
$4.4M
Task Area A shall encompass annual follow-up of cohort members, clinical events investigations, study operations, and data analysis and manuscript writing. If implemented, Task A.1 will provide fundin75N92020D00003 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI POST, WENDY S · 2020 to 2025
$3.8M
Task Area A shall encompass annual follow-up of cohort members, clinical events investigations, study operations, and data analysis and manuscript writing. If implemented, Task A.1 will provide fundin75N92020D00007 · NHLBI · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI BERTONI, ALAIN GERALD · 2020 to 2025
$3.5M
Task Area A shall encompass annual follow-up of cohort members, clinical events investigations, study operations, and data analysis and manuscript writing. If implemented, Task A.1 will provide fundin75N92020D00002 · NHLBI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI SHEA, STEVEN J · 2020 to 2025
$3.4M
Trans-omic analysis of epicardial adipose tissue in atrial fibrillationR01HL155718 · NHLBI · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI GOLDBERGER, JEFFREY J · 2021 to 2024
$2.8M
NHLBI NIH HHS 75N92020D00001NHLBI NIH HHS 75N92020D00002NHLBI NIH HHS 75N92020D00003NHLBI NIH HHS 75N92020D00004NHLBI NIH HHS 75N92020D00005NHLBI NIH HHS 75N92020D00006NHLBI NIH HHS 75N92020D00007NHLBI NIH HHS HHSN268201500003CNHLBI NIH HHS HHSN268201500003INHLBI NIH HHS R01 HL155718
6 · The paper itself

Abstract

backgroundExcess 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.

methodsUntargeted 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.

resultsA 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

conclusionsFrom >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.

Indexed as

Adipose TissueAdiposityMetabolomicsPericardiumAgedBiomarkersCross-Sectional StudiesEpicardial Adipose TissueFemaleHumansMaleMiddle AgedNetherlandsProspective StudiesTomography, X-Ray ComputedBiomarkersatrial fibrillationcohortepicardial fatmetabolitemetabolomicspericardial fat

Identifiers

PMID40530511
PMCPMC12449973

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.