Evidence map›Paper›PMID 42494455›Full record

ArticleFrontiers in medicine2026

Integrated heart rate and oxygen uptake recovery phenotypes reveal heterogeneous recovery patterns in coronary artery disease.

Benil Nesli Ata, Baris Unal, Merve Celik, Bugra Ince, Ece Cinar

Abstract read
In one paragraph

Article in Frontiers in 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.

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0citing papers in PubMed
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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

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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

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

5 authors.

Benil Nesli AtaDepartment of Physical Medicine and Rehabilitation, Izmir City Hospital, Bayrakli, Izmir, Türkiye.
Baris UnalDepartment of Cardiology, Izmir City Hospital, Bayrakli, Izmir, Türkiye.
Merve CelikDepartment of Physical Therapy, Izmir City Hospital, Bayrakli, Izmir, Türkiye.
Bugra InceDepartment of Physical Medicine and Rehabilitation, University of Health Sciences, Izmir City Hospital, Bayrakli, Izmir, Türkiye.
Ece CinarDepartment of Physical Medicine and Rehabilitation, Ege University School of Medicine, Bornova, Izmir, Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Heart rate recovery (HRR) and oxygen uptake (VO₂) recovery provide complementary information regarding autonomic and metabolic recovery following exercise; however, their integrated assessment remains insufficiently explored in patients with coronary artery disease (CAD). Methods: This retrospective observational study included 200 patients with stable CAD who underwent symptom-limited cardiopulmonary exercise testing (CPET). HRR at 1 min (HRR1), ΔVO₂ values, and VO₂ recovery indices were analyzed, and patients were classified according to combined HRR and VO₂ recovery patterns using a 2 × 2 recovery framework. Results: HRR1 was significantly correlated with ΔVO₂1 ( Discussion: Post-exercise recovery in CAD appears to be a multidimensional physiological process that cannot be fully characterized by a single parameter. Integrated assessment of HRR and VO₂ recovery may provide a framework for recovery characterization before cardiac rehabilitation, and prospective studies are needed to validate the clinical applicability of this approach.

Indexed as

cardiac rehabilitationcardiopulmonary exercise testingcoronary artery diseaseheart rate recoveryoxygen consumptionventilatory efficiency

Identifiers

PMID42494455
PMCPMC13391853

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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.