Evidence map›Paper›PMID 41613359›Full record

ArticleAmerican journal of preventive cardiology2026

The dominant driver paradigm of cardiometabolic care.

Joel Hernandez Sevillano, Masih A Babagoli, Yitong Chen, Shelley H Liu, Pranav Mellacheruvu, Janet Johnson, Borja Ibanez, Oscar Lorenzo, Jeffrey I Mechanick

Abstract read
In one paragraph

Article in American journal of preventive cardiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

9 authors.

Joel Hernandez SevillanoKravis Center for Clinical Cardiovascular Health at the Mount Sinai Fuster Heart Hospital, Icahn School of Medicine at Mount Sinai, NY, NY, USA.
Masih A BabagoliIcahn School of Medicine at Mount Sinai, NY, NY, USA.
Yitong ChenDepartment of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, NY, NY, USA.
Shelley H LiuDepartment of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, NY, NY, USA.
Pranav MellacheruvuHospital of the University of Pennsylvania, Philadelphia, PA, USA.
Janet JohnsonKravis Center for Clinical Cardiovascular Health at the Mount Sinai Fuster Heart Hospital, Icahn School of Medicine at Mount Sinai, NY, NY, USA.
Borja IbanezCentro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain.
Oscar LorenzoIIS-Fundación Jiménez Díaz, Autónoma University, Madrid, Spain.
Jeffrey I MechanickKravis Center for Clinical Cardiovascular Health at the Mount Sinai Fuster Heart Hospital, Icahn School of Medicine at Mount Sinai, NY, NY, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: In cardiometabolic care, the conventional paradigm is based on concurrent and independent management of different drivers (e.g., abnormal adiposity, dysglycemia, and hypertension) that are causally interconnected. Alternatively, epidemiological and mechanistic evidence supports a novel dominant driver paradigm, based on the determination of the earliest causative driver. Objective: To determine the degree of discordance between the conventional paradigm (prevalence distributions of unprocessed cardiometabolic drivers) and the dominant driver paradigm (prevalence distributions of processed dominant drivers). Methods: The cardiometabolic drivers at initial presentation of patients from a preventive cardiology center were retrospectively tabulated and an etiologic dominant driver was determined for each patient. Prevalence differences and agreement measures between the conventional tabulation of drivers and the dominant drivers were ascertained. Results: 966 patients were included (mean age, 61.7 ± 16.0; 606 [63.0%] female). The prevalence of abnormal adiposity was similar in both paradigms (67.6% vs 66.5%; Conclusion: Clinical targeting of dysglycemia, hypertension, and dyslipidemia would be drastically reduced with a dominant driver paradigm in which abnormal adiposity is the most frequent dominant driver. With the advent of novel and effective pharmacotherapies for the treatment of abnormal adiposity, simplification of cardiometabolic-based chronic disease treatment is possible.

Indexed as

AdiposityCardiometabolicComplicationsDominantDriverDysglycemia

Identifiers

PMID41613359
PMCPMC12849018

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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.