Evidence map›Paper›PMID 42739581›Full record

ReviewJournal of clinical medicine2026

Cardiac Rehabilitation in Heart Failure: Evidence, Coverage, and Implementation.

Pushan Aggarwal, Aishwarya Yannamani, Jyoti Jain, Ilija Klipa, Andrew Oehler, Hayah Kassis-George

Abstract readReview
In one paragraph

Review in Journal of clinical medicine, 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

6 authors.

Pushan AggarwalMedicine Institute, Allegheny Health Network, Pittsburgh, PA 15212, USA.
Aishwarya YannamaniDepartment of Internal Medicine, MedStar Washington Hospital Center, Washington, DC 20010, USA.
Jyoti JainMedicine Institute, Allegheny Health Network, Pittsburgh, PA 15212, USA.ORCID 0009-0008-7412-6016
Ilija KlipaCardiovascular Institute, Allegheny Health Network, Pittsburgh, PA 15212, USA.
Andrew OehlerCardiovascular Institute, Allegheny Health Network, Pittsburgh, PA 15212, USA.ORCID 0000-0002-2329-8845
Hayah Kassis-GeorgeCardiovascular Institute, Allegheny Health Network, Pittsburgh, PA 15212, USA.ORCID 0000-0003-4171-5451

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cardiac rehabilitation (CR) is a multicomponent secondary prevention intervention that improves functional capacity and quality of life across cardiac diagnoses, yet remains markedly underused in heart failure (HF). Existing reviews treat efficacy, coverage, delivery, and equity separately; this narrative review integrates them to clarify why uptake in HF remains low despite an established evidence base. We searched PubMed/MEDLINE and the Cochrane Library from January 2009 through December 2025, prioritizing clinical practice guidelines, landmark trials, systematic reviews, registry analyses, and U.S. policy documents, with narrative synthesis across efficacy, coverage, delivery, and equity. In heart failure with reduced ejection fraction (HFrEF), exercise-based CR consistently improves peak oxygen consumption by roughly 15 to 17 percent, improves health status, and reduces short-term all-cause hospitalization. In heart failure with preserved ejection fraction (HFpEF), supervised exercise improves functional capacity and quality of life, but a large pragmatic outcome trial and Medicare coverage remain lacking. In appropriately selected, clinically stable patients, hybrid and virtual delivery produce comparable short-term functional and quality-of-life gains, with more limited direct evidence for hard clinical endpoints. Closing the HFpEF coverage gap, automating HFrEF referral, diversifying delivery, and embedding equity across the CR pipeline are actionable priorities for realizing CR's potential in HF.

Indexed as

cardiac rehabilitationdelivery modelsexercise traininghealth equityheart failureHFpEFHFrEFimplementationinsurance coverage

Identifiers

PMID42739581
PMCPMC13566242

What OpenQuestion holds

Textmetadata
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.