Evidence map›Paper›PMID 42110005›Full record

ArticleCureus2026

A Call for Contextualization: Is Cardiopulmonary Exercise Testing the Gold Standard for Exercise Capacity?

Sebastian Sitko, Rafel Cirer-Sastre, Isaac López-Laval, Cristina Barrajón

Abstract readEditorial
In one paragraph

Article in Cureus, 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

4 authors.

Sebastian SitkoDepartment of Physiatry and Nursing, University of Zaragoza, Zaragoza, ESP.
Rafel Cirer-SastreNational Institute of Physical Education of Catalonia, Universitat de Lleida, Lleida, ESP.
Isaac López-LavalDepartment of Physiatry and Nursing, University of Zaragoza, Zaragoza, ESP.
Cristina BarrajónDepartment of Nursery, Hospital de San Juan de Alicante, Alicante, ESP.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cardiopulmonary exercise testing (CPET) is widely regarded as the gold standard for assessing exercise capacity. However, this designation is increasingly challenged by both conceptual and practical limitations. CPET outcomes are highly protocol-dependent and obtained under controlled laboratory conditions that fail to replicate the biomechanics, environmental demands, and motivational context of real competition. In addition, its reliance on specialized equipment, technical expertise, and laboratory infrastructure imposes economic and logistical constraints that limit accessibility and scalability. In contrast, advances in wearable technology have enabled the routine collection of field-based performance data, including power output, race results, and power-duration relationships. These metrics provide a direct, ecologically valid assessment of performance, inherently integrating the effects of fatigue, environmental variability, and task-specific demands. As such, they may offer a more relevant characterization of exercise capacity in athletic populations. This perspective argues that field-derived performance metrics should be considered a viable alternative to CPET for assessing exercise capacity in sport settings. We propose that rather than relying on laboratory-based proxies, greater emphasis should be placed on direct measurements of performance obtained in real-world conditions. Such a shift may improve the ecological validity, accessibility, and practical relevance of athlete evaluation in modern sports science and coaching.

Indexed as

cardiopulmonary exercise testing (cpet)endurance exerciseendurance trainingmaximal aerobic capacity (vo2max)vo2max

Identifiers

PMID42110005
PMCPMC13157195

What OpenQuestion holds

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LicenceCC BY
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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.