Evidence map›Paper›PMID 42490584›Full record

ArticlePloS one2026

Cardiorespiratory fitness profile of volunteer firefighters during intermittent incremental exercise: A cross-sectional study.

Denisse Bustos, Filipa Cardoso, Manoel J. Rios, Ricardo Cardoso, Diogo D Carvalho, Joana Guedes, José Torres Costa, Mário Vaz, J Santos Baptista, Ricardo J Fernandes

Abstract read
In one paragraph

Article in PloS one, 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
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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

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.

Denisse BustosAssociate Laboratory of Energy, Transports and Aeronautics, LAETA, Faculty of Engineering, University of Porto, Porto, Portugal.ORCID 0000-0002-4942-7625
Filipa CardosoCentre of Research, Education, Innovation and Intervention in Sport, CIFI2D, Faculty of Sport, University of Porto, Porto, Portugal.
Manoel J. RiosCentre of Research, Education, Innovation and Intervention in Sport, CIFI2D, Faculty of Sport, University of Porto, Porto, Portugal.ORCID 0000-0002-3574-6692
Ricardo CardosoCentre of Research, Education, Innovation and Intervention in Sport, CIFI2D, Faculty of Sport, University of Porto, Porto, Portugal.ORCID 0000-0001-9722-3910
Diogo D CarvalhoResearch Center in Physical Activity, Health and Leisure, CIAFEL, Faculty of Sport, University of Porto, Porto, Portugal.
Joana GuedesAssociate Laboratory of Energy, Transports and Aeronautics, LAETA, Faculty of Engineering, University of Porto, Porto, Portugal.
José Torres CostaAssociate Laboratory of Energy, Transports and Aeronautics, LAETA, Faculty of Medicine, University of Porto, Porto, Portugal.
Mário VazAssociate Laboratory of Energy, Transports and Aeronautics, LAETA, Faculty of Engineering, University of Porto, Porto, Portugal.
J Santos BaptistaAssociate Laboratory of Energy, Transports and Aeronautics, LAETA, Faculty of Engineering, University of Porto, Porto, Portugal.
Ricardo J FernandesCentre of Research, Education, Innovation and Intervention in Sport, CIFI2D, Faculty of Sport, University of Porto, Porto, Portugal.ORCID 0000-0002-5811-0443

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeWe aimed to assess the physiological profile of male volunteer firefighters at a broad spectrum of exercise intensities to determine whether their cardiorespiratory fitness level is adequate to meet the physiological demands of their occupational activities.

methodsThirty-one male volunteer firefighters performed an intermittent incremental treadmill running exercise (with 4 min steps, 1 km·h-1 increments and 30 s rest periods). Cardiorespiratory variables were continuously monitored and blood lactate concentrations were obtained at baseline, throughout rest periods and post-exercise. The study followed a cross-sectional laboratory-based assessment, in accordance with the STROBE guidelines for cross-sectional studies.

resultsThe increase in running velocity resulted in progressively higher values from low to severe exercise intensities in oxygen uptake (from 23.6 ± 7.5 to 44.1 ± 7.6 mL·kg-1·min-1; p < 0.001; ηp2 = 0.560), heart rate (from 133 ± 24 to 185 ± 14 bpm; p < 0.001; ηp2 = 0.459) and energy expenditure (from 127 ± 50 to 303 ± 51 kJ; p < 0.001; ηp2 = 0.654). Aerobic energy contributions progressively declined (94-83%), while anaerobic contributions increased (6-17%) across the incremental intensity domains. Inverse associations were reported between heart rate and body mass index at heavy (r = -0.38; p = 0.017) and severe (r = -0.34; p = 0.028) intensities, and with fat mass at heavy intensity (r = -0.32; p = 0.037).

conclusionsFindings evidenced a moderate to strong effect of exercise intensities on most assessed variables, and approximately half of the participants (~52%) did not meet the age-specific oxygen uptake threshold recommended by widely referenced National Fire Protection Association (NFPA-USA) guidelines for performing their professional duties. Given the firefighters' high physiological demands, they should follow structured training interventions and receive targeted nutritional guidance to improve their cardiorespiratory fitness while ensuring optimal performance in the field.

Indexed as

Cardiorespiratory FitnessExerciseFirefightersAdultCross-Sectional StudiesEnergy MetabolismExercise TestHeart RateHumansLactic AcidMaleOxygen ConsumptionRunningVolunteersLactic Acid

Identifiers

PMID42490584
PMCPMC13395447

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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.