Evidence map›Paper›PMID 42650977›Full record

ReviewDiagnostics (Basel, Switzerland)2026

Cardiopulmonary Exercise Testing in the Differential Diagnosis Between Athlete's Heart and Cardiac Pathology: Current Evidence and Diagnostic Challenges.

Bogdan Caloian, Carmen Silvia Caloian, Raluca Tomoaia, Diana Andrada Irimie, Florina Iulia Fringu, Dan Horatiu Comsa, Gabriel Laurentiu Cismaru, Gabriel Nicolae Gusetu, Radu Ovidiu Rosu, Dana Pop

Abstract readReview
In one paragraph

Review in Diagnostics (Basel, Switzerland), 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

10 authors.

Bogdan CaloianDepartment of Cardiology-Rehabilitation, Faculty of Medicine, University of Medicine and Pharmacy "Iuliu Hatieganu", Cluj-Napoca 400347, Romania.
Carmen Silvia CaloianDepartment of Periodontology, Faculty of Dental Medicine, University of Medicine and Pharmacy "Iuliu Hatieganu", Cluj-Napoca 400347, Romania.
Raluca TomoaiaDepartment of Cardiology-Rehabilitation, Faculty of Medicine, University of Medicine and Pharmacy "Iuliu Hatieganu", Cluj-Napoca 400347, Romania.ORCID 0000-0002-1944-4088
Diana Andrada IrimieDepartment of Cardiology-Rehabilitation, Faculty of Medicine, University of Medicine and Pharmacy "Iuliu Hatieganu", Cluj-Napoca 400347, Romania.
Florina Iulia FringuDepartment of Cardiology-Rehabilitation, Faculty of Medicine, University of Medicine and Pharmacy "Iuliu Hatieganu", Cluj-Napoca 400347, Romania.
Dan Horatiu ComsaDepartment of Cardiology-Rehabilitation, Faculty of Medicine, University of Medicine and Pharmacy "Iuliu Hatieganu", Cluj-Napoca 400347, Romania.
Gabriel Laurentiu CismaruDepartment of Cardiology-Rehabilitation, Faculty of Medicine, University of Medicine and Pharmacy "Iuliu Hatieganu", Cluj-Napoca 400347, Romania.ORCID 0000-0002-7352-9584
Gabriel Nicolae GusetuDepartment of Cardiology-Rehabilitation, Faculty of Medicine, University of Medicine and Pharmacy "Iuliu Hatieganu", Cluj-Napoca 400347, Romania.ORCID 0000-0003-3796-6522
Radu Ovidiu RosuDepartment of Cardiology-Rehabilitation, Faculty of Medicine, University of Medicine and Pharmacy "Iuliu Hatieganu", Cluj-Napoca 400347, Romania.
Dana PopDepartment of Cardiology-Rehabilitation, Faculty of Medicine, University of Medicine and Pharmacy "Iuliu Hatieganu", Cluj-Napoca 400347, Romania.ORCID 0000-0003-1744-7952

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Sports cardiologists frequently face the challenge of distinguishing physiological cardiac adaptation to intensive training ("athlete's heart") from early or mild cardiac pathology, a dilemma in which both false-positive and false-negative assessments carry meaningful consequences for the athlete. Cardiopulmonary exercise testing (CPET) provides a dynamic, functional complement to structural and electrical assessment, but its value in this specific differential-diagnosis context has not been comprehensively synthesized. This narrative review examines current evidence on CPET in distinguishing athlete's heart from hypertrophic cardiomyopathy, dilated cardiomyopathy, arrhythmogenic cardiomyopathy, and thoracic wall deformities such as pectus excavatum, alongside the physiological basis of high exercise capacity in athletes and the athlete-specific reference values now becoming available. Across conditions, peak oxygen uptake alone proved an unreliable discriminator. Ventilatory efficiency, oxygen-pulse kinetics, and the exercise arrhythmic and blood-pressure response appear to carry additional information when interpreted within a multiparametric framework, although the supporting studies are observational, mostly single-centre, and were not designed to compare these variables against one another. Special populations, including veteran athletes, women, and those with congenital heart disease, require dedicated reference data that remain incomplete, and emerging artificial-intelligence-based interpretive tools require athlete-specific validation before clinical adoption. A practical, stepwise diagnostic framework integrating CPET with imaging and shared decision-making is proposed. It reflects the authors' synthesis of the reviewed evidence rather than a prospectively validated or society-endorsed pathway. Closing the evidence gaps identified here, particularly for underrepresented athlete populations and prospective outcomes data, should be a priority for future research in sports cardiology.

Indexed as

arrhythmogenic cardiomyopathydilated cardiomyopathyhypertrophic cardiomyopathyoxygen pulsepectus excavatumsports cardiologysudden cardiac deathventilatory efficiency

Identifiers

PMID42650977
PMCPMC13512228

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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.