Evidence map›Paper›PMID 34851361›Full record

ArticleJAMA cardiology2022

Metabolomic Analysis of Coronary Heart Disease in an African American Cohort From the Jackson Heart Study.

Daniel E Cruz, Usman A Tahir, Jie Hu, Debby Ngo, Zsu-Zsu Chen, Jeremy M Robbins, Daniel Katz, Raji Balasubramanian, Bennet Peterson, Shuliang Deng and 10 more

Registry-linked trialOpen access · greenAbstract read
In one paragraph

Article in JAMA cardiology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06900270 (Cross-sectional Cohort Analysis of Plasma Proteomics in Coronary Artery Disease and Plasma Metabolomics in Coronary Artery Disease), which is not on this map. Cited by 33 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
33citing papers in PubMed, 1 pooled it
2.5field-weighted citation impact, top 9% of its field
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.

NCT06900270 recruitingnot on this mapstarted 2024, after this paper: background citation

Cross-sectional Cohort Analysis of Plasma Proteomics in Coronary Artery Disease and Plasma Metabolomics in Coronary Artery Disease: Comparative Study Between Patients with Obstructive (≥ 50%), Non-obstructive (< 50%) and No Lesions

TypeobservationalSponsorUniversity of Sao Paulo General HospitalRan2024 to 2026Enrolled66ConditionsCoronary Arterial Disease (CAD)
3 · Its place in the literature

Who cites it

33 citing papers in PubMed, 1 synthesis or guideline pooled it, 47 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Article
  4. Article
  5. Proteogenomic Analysis of Coronary Artery Calcification in Human Populations.Arteriosclerosis, thrombosis, and vascular biology · 2026
    Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Reproducibility of Plasma Metabolome over 1 Year in a Population-Based Cohort of Black Breast Cancer Survivors.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2025
    Article
  14. Recent advances in precision nutrition and cardiometabolic diseases.Revista espanola de cardiologia (English ed.) · 2025
    Review
  15. Article
  16. Article
  17. Review
  18. Review
  19. Article
  20. Article
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

20 authors at 7 institutions in 1 country.

Daniel E CruzDivision of Cardiovascular Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts.
Usman A TahirDivision of Cardiovascular Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts.
Jie HuDivision of Women's Health, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
Debby NgoDivision of Cardiovascular Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts.
Zsu-Zsu ChenDivision of Cardiovascular Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts.
Jeremy M RobbinsDivision of Cardiovascular Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts.
Daniel KatzDivision of Cardiovascular Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts.
Raji BalasubramanianDivision of Women's Health, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
Bennet PetersonDivision of Cardiovascular Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts.
Shuliang DengDivision of Cardiovascular Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts.
Mark D BensonDivision of Cardiovascular Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts.
Xu ShiDivision of Cardiovascular Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts.
Lucas DaileyBroad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts.
Yan GaoDepartment of Medicine, University of Mississippi Medical Center, Jackson.
Adolfo CorreaDepartment of Medicine, University of Mississippi Medical Center, Jackson.
Thomas J WangDepartment of Medicine, University of Texas Southwestern Medical Center, Dallas.
Clary B ClishBroad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, Massachusetts.
Kathryn M RexrodeDivision of Women's Health, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
James G WilsonDivision of Cardiovascular Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts.
Robert E GersztenDivision of Cardiovascular Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts.
Beth Israel Deaconess Medical Center · USHarvard University · USUniversity of Mississippi Medical Center · USBrigham and Women's Hospital · USBroad Institute · USMassachusetts Institute of Technology · USThe University of Texas Southwestern Medical Center · US

Funding

ROLE OF DIETARY CONSTITUENTS ON GENE EXPRESSION IN INTESTINAL EPITHELIUMP30DK040561 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI Elizabeth Austen Lawson, Takara Leah Stanley · 1994 to 2026
$31.6M
Metabolomic predictors of insulin resistance and diabetesR01DK081572 · NIDDK · VANDERBILT UNIVERSITY · PI CLISH, CLARY B, GERSZTEN, ROBERT E · 2008 to 2025
$9.3M
DMGV and the AGXT2 pathway in chronic exercise-induced cardiometabolic adaptations.K23HL150327 · NHLBI · BETH ISRAEL DEACONESS MEDICAL CENTER · PI ROBBINS, JEREMY · 2020 to 2024
$850k
The Role of PPM1G in Apolipoprotein E Biology and Atherosclerotic Cardiovascular DiseaseK08HL145095 · NHLBI · BETH ISRAEL DEACONESS MEDICAL CENTER · PI BENSON, MARK DANIEL · 2019 to 2023
$836k
Phosphatidylcholine and cholesterol ester biomarkers of type 2 diabetes and preventive treatment effectsK23DK127073 · NIDDK · BETH ISRAEL DEACONESS MEDICAL CENTER · PI CHEN, ZSU-ZSU · 2021 to 2025
$824k
Metabolomic Profiles and the Risk of Incident Heart FailureF32HL150992 · NHLBI · BETH ISRAEL DEACONESS MEDICAL CENTER · PI TAHIR, USMAN A. · 2020 to 2020
$65k
NHLBI NIH HHS F32 HL150992NHLBI NIH HHS HHSN268201300008CNHLBI NIH HHS HHSN268201600001CNHLBI NIH HHS HHSN268201600002CNHLBI NIH HHS HHSN268201600003CNHLBI NIH HHS HHSN268201600004CNHLBI NIH HHS HHSN268201600018CNHLBI NIH HHS HHSN268201800015INHLBI NIH HHS K08 HL145095NHLBI NIH HHS K23 HL150327NIDDK NIH HHS K23 DK127073NIDDK NIH HHS P30 DK040561NIDDK NIH HHS R01 DK081572NIMHD NIH HHS HHSN268201800013I
6 · The paper itself

Abstract

Importance: 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. Objectives: 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. Exposures: Plasma metabolites. Main Outcomes and Measures: 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. Results: 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. Conclusions and Relevance: 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.

Indexed as

Black or African AmericanMetabolomicsAdultAgedCohort StudiesCoronary Artery DiseaseCoronary DiseaseFemaleHumansIncidenceLongitudinal StudiesMaleMiddle AgedProportional Hazards ModelsUnited StatesVascular Calcification

Identifiers

PMID34851361
PMCPMC8637385
OpenAlexW3216721966

What Socratic holds

Textmetadata
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Registered trials

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 Socratic graph.