Evidence map›Paper›PMID 41676947›Full record

Observational studyJournal of the American Heart Association2026

Refined Heart Failure Stages Incorporating Cardiorespiratory Fitness Are Differentially Associated With Heart Failure Risk in the Community.

Danielle N Davis, Priya Gajjar, Vanessa Xanthakis, Donald Lloyd-Jones, Matthew Nayor

Abstract readObservational Study
In one paragraph

Observational study in Journal of the American Heart Association, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Danielle N DavisDepartment of Medicine, Boston Medical Center Boston University Chobanian and Avedisian School of Medicine Boston MA USA.ORCID 0000-0003-3879-9535
Priya GajjarCardiovascular Medicine Section, Department of Medicine, Boston Medical Center Boston University Chobanian and Avedisian School of Medicine Boston MA USA.
Vanessa XanthakisPreventive Medicine and Epidemiology Section, Department of Medicine Boston University Chobanian and Avedisian School of Medicine Boston MA USA.ORCID 0000-0002-7352-621X
Donald Lloyd-JonesCardiovascular Medicine Section, Department of Medicine, Boston Medical Center Boston University Chobanian and Avedisian School of Medicine Boston MA USA.ORCID 0000-0003-0847-6110
Matthew NayorCardiovascular Medicine Section, Department of Medicine, Boston Medical Center Boston University Chobanian and Avedisian School of Medicine Boston MA USA.ORCID 0000-0002-6993-9396

Funding

PRIMER: Promoting Research In MEdical ResidencyR38HL143584 · NHLBI · BOSTON UNIVERSITY MEDICAL CAMPUS · PI Darrell N. Kotton, Matthew G. Nayor · 2020 to 2026
$2.1M
NHLBI NIH HHS R38 HL143584
6 · The paper itself

Abstract

backgroundHeart failure (HF) progresses through stages, from risk factors (stage A) to structural abnormalities, or elevated biomarkers (stage B), to clinical HF (stage C) as depicted by the American Heart Association/American College of Cardiology/Heart Failure Society of America guidelines. Most individuals in stage B never develop clinical HF, highlighting the need for refined preclinical phenotyping. We hypothesized that refined HF stages incorporating cardiorespiratory fitness (CRF) would be differentially associated with HF risk.

methodsThis observational cohort study investigated FHS (Framingham Heart Study) participants who completed submaximal exercise testing (stage 2 of the Bruce protocol). CRF (peak oxygen uptake) was estimated on the basis of stage 2 heart rate, weight, age, sex, treadmill grade, and velocity. We evaluated the association of HF substages (categorized by CRF above versus below the sex-specific median) with incident HF using Cox models adjusted for age and sex.

resultsAmong 1683 individuals (55% women, age 58±8 years, estimated CRF 35.4±3.2 mL/kg per min in women and 40.1±4.2 mL/kg per min in men) 522 individuals (31%) were classified as no HF risk factors ("healthy"; stage H), 693 (41%) as stage A, and 468 (28%) as stage B at baseline. Over median follow-up of 20 years, 99 HF events occurred. Stage B participants with low CRF had a >2.5-fold higher HF risk (hazard ratio [HR], 2.75 [95% CI, 1.50-5.07];

conclusionsIncorporating CRF into HF staging criteria may improve risk assessment and facilitate precision targeting of preventive therapies, especially among individuals classified as stage B.

Indexed as

Cardiorespiratory FitnessHeart FailureAgedDisease ProgressionExercise TestFemaleHeart Disease Risk FactorsHumansIncidenceMaleMiddle AgedOxygen ConsumptionProportional Hazards ModelsRisk AssessmentRisk Factorscardiorespiratory fitnessheart failure stagesstage B heart failure

Identifiers

PMID41676947
PMCPMC13055785

What Socratic 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 Socratic graph.