Evidence map›Paper›PMID 42813119›Full record

ArticleEuropean heart journal open2026

Biopsychosocial phenogroups in an urban population with coronary artery disease and their associations with adverse cardiovascular events.

Jeffery Osei, Baffour Otchere, Louis Y Li, Kara Suvada, Luis C Correia, J Douglas Bremner, Yi-An Ko, Arshed A Quyyumi, Yan V Sun, Viola Vaccarino and 1 more

Abstract read
In one paragraph

Article in European heart journal open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Jeffery OseiDepartment of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, GA 30322, USA.ORCID https://orcid.org/0000-0002-1865-6089
Baffour OtcherePiedmont Athens Regional Medical Center, 1199 Prince Ave, Athens, GA 30606, USA.ORCID https://orcid.org/0009-0009-8715-1138
Louis Y LiDepartment of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, GA 30322, USA.ORCID https://orcid.org/0009-0003-1398-9698
Kara SuvadaDepartment of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, GA 30322, USA.ORCID https://orcid.org/0000-0003-2785-835X
Luis C CorreiaDepartment of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, GA 30322, USA.
J Douglas BremnerAtlanta VA Health Care System, 1670 Clairmont Rd, Decatur, GA 30033, USA.ORCID https://orcid.org/0000-0003-1633-6433
Yi-An KoDepartment of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, GA 30322, USA.ORCID https://orcid.org/0000-0002-6543-9765
Arshed A QuyyumiDivision of Cardiology, Department of Medicine, Emory University School of Medicine, 1750 Haygood Dr NE, Atlanta, GA 30322, USA.ORCID https://orcid.org/0000-0002-8166-679X
Yan V SunDepartment of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, GA 30322, USA.ORCID https://orcid.org/0000-0002-2838-1824
Viola VaccarinoDepartment of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, GA 30322, USA.
Amit J ShahDepartment of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Rd NE, Atlanta, GA 30322, USA.ORCID https://orcid.org/0000-0001-9099-9687

Funding

Implementing a Maternal health and PRegnancy Outcomes Vision for Everyone (IMPROVE)UL1TR002378 · NCATS · EMORY UNIVERSITY · PI Andres J Garcia, Elizabeth O. Ofili · 2017 to 2026
$92.1M
J: NRSA Training CoreTL1TR002382 · NCATS · EMORY UNIVERSITY · PI HENRY M BLUMBERG, Vasiliki Michopoulos · 2017 to 2026
$8.5M
NCATS NIH HHS TL1 TR002382NCATS NIH HHS UL1 TR002378
6 · The paper itself

Abstract

Aims: Patients with stable coronary artery disease (CAD) are clinically heterogeneous and exhibit differential treatment responses. We aimed to identify distinct CAD phenogroups based on psychosocial, autonomic, and cardiovascular characteristics and to examine their risk of adverse cardiovascular events. Methods and results: We pooled data from 949 participants with stable CAD enrolled in two related studies. Phenogroups were derived using Gaussian mixture model clustering applied to 12 pre-specified markers readily obtainable in ambulatory clinical settings: autonomic dysfunction, psychosocial stress, myocardial injury, obstructive CAD burden, left ventricular ejection fraction, and blood pressure. Hazard ratios (HRs) were estimated to examine the associations between the derived phenogroups and composite major adverse cardiovascular events (MACE), cardiovascular disease (CVD)-specific, and all-cause mortality. The mean age was 60 ± 10 years; 34% were women and 41% were Black. Four phenogroups were identified: phenogroup 1 ( Conclusion: Psychosocial and autonomic factors, when combined with cardiovascular risk characteristics, result in clinically meaningful CAD phenogroups with varying risk of adverse cardiovascular events that may help guide personalized interventions. Lay summary: Patients with stable coronary artery disease exhibit distinct clusters of psychosocial, autonomic, and cardiovascular characteristics that influence their risk of adverse cardiovascular eventsAmong this high-risk population, the most prevalent group was characterized by elevated psychosocial stress and frequent angina and was associated with a higher risk of adverse cardiovascular events.More research is needed to test whether integrating psychosocial stress assessment and targeted behavioral or psychosocial interventions into secondary prevention strategies, alongside standard medical therapy, may help reduce the risk of adverse cardiovascular events in these high-risk patients.

Indexed as

Adverse cardiovascular eventsAutonomic nervous systemCoronary artery diseasePhenogroupsPsychosocial stress

Identifiers

PMID42813119
PMCPMC13623232

What OpenQuestion holds

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Registered trials

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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.