Evidence map›Paper›PMID 42278764›Full record

ReviewHealthcare (Basel, Switzerland)2026

Integrating Cardiopulmonary Exercise Testing, Stress Echocardiography and Near-Infrared Spectroscopy for Multimodal Assessment of Exercise Intolerance: A Narrative Review.

Geza Halasz, Raffaella Mistrulli, Marco Di Francesco, Guido Giacalone, Gianluca Ferri, Stefano Beato, Francesca Moschella Orsini, Giovanni Nardecchia, Bernadette Corica, Furio Colivicchi and 3 more

Abstract readReview
In one paragraph

Review in Healthcare (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

13 authors.

Geza HalaszDivision of Cardiology, Cardio-Thoracic and Vascular Department, Azienda Ospedaliera San Camillo Forlanini, Cir.ne Gianicolense 87, 00152 Rome, Italy.
Raffaella MistrulliDepartment of Clinical and Molecular Medicine, Sapienza University of Rome, 00185 Rome, Italy.
Marco Di FrancescoDepartment of Clinical and Molecular Medicine, Sapienza University of Rome, 00185 Rome, Italy.ORCID 0009-0002-5634-1472
Guido GiacaloneDepartment of Clinical and Molecular Medicine, Sapienza University of Rome, 00185 Rome, Italy.
Gianluca FerriDepartment of Cardiovascular Sciences, Fondazione Policlinico Universitario Campus Bio-Medico, 00128 Rome, Italy.
Stefano BeatoDepartment of Cardiovascular Sciences, Fondazione Policlinico Universitario Campus Bio-Medico, 00128 Rome, Italy.ORCID 0009-0000-7730-8597
Francesca Moschella OrsiniCardiology Unit, National Institute for Infectious Diseases Lazzaro Spallanzani, 00149 Rome, Italy.
Giovanni NardecchiaFaculty of Medicine and Surgery, Sapienza University of Rome, 00185 Rome, Italy.
Bernadette CoricaDivision of Cardiology, Cardio-Thoracic and Vascular Department, Azienda Ospedaliera San Camillo Forlanini, Cir.ne Gianicolense 87, 00152 Rome, Italy.
Furio ColivicchiClinical and Rehabilitation Cardiology Unit, San Filippo Neri Hospital, ASL Roma 1, 00135 Rome, Italy.ORCID 0000-0001-7187-2234
Stefania Angela Di FuscoClinical and Rehabilitation Cardiology Unit, San Filippo Neri Hospital, ASL Roma 1, 00135 Rome, Italy.ORCID 0000-0002-8586-9930
Federica ReDivision of Cardiology, Cardio-Thoracic and Vascular Department, Azienda Ospedaliera San Camillo Forlanini, Cir.ne Gianicolense 87, 00152 Rome, Italy.
Domenico GabrielliDivision of Cardiology, Cardio-Thoracic and Vascular Department, Azienda Ospedaliera San Camillo Forlanini, Cir.ne Gianicolense 87, 00152 Rome, Italy.ORCID 0000-0003-3392-0527

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cardiopulmonary exercise testing (CPET) is the reference method for the objective assessment of exercise capacity because it provides an integrated appraisal of cardiovascular, respiratory and metabolic responses to exertion. However, CPET alone quantifies the magnitude of functional impairment without fully resolving the central and peripheral mechanisms that determine exercise intolerance. The integration of CPET with exercise stress echocardiography and near-infrared spectroscopy (NIRS) has therefore emerged as a clinically relevant multimodal strategy. Stress echocardiography provides real-time information on ventricular reserve, filling pressures, pulmonary pressure response, valvular function, pulmonary congestion and dynamic outflow obstruction, whereas NIRS provides continuous insight into skeletal muscle oxygen delivery, extraction and utilization. This narrative review summarizes the physiological rationale, practical workflow, methodological limitations and clinical applications of combined CPET, stress echocardiography and NIRS across heart failure, pulmonary hypertension, peripheral artery disease, cardiomyopathies and sports cardiology. By linking systemic gas exchange, central hemodynamics and peripheral oxygen handling, this approach may move exercise evaluation from a descriptive measure of performance toward a mechanism-based framework for phenotyping, risk stratification and individualized therapeutic decision-making. Further studies are needed to harmonize protocols, validate reproducible multimodal indices and demonstrate incremental prognostic value over conventional testing.

Indexed as

cardiomyopathiescardiopulmonary exercise testingexercise intoleranceheart failurenear-infrared spectroscopypulmonary hypertensionskeletal muscle oxygenationsports cardiologystress echocardiography

Identifiers

PMID42278764
PMCPMC13256807

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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.