Evidence map›Paper›PMID 41512997›Full record

ArticleJournal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance

From sedentary individuals to highly trained athletes: A comprehensive cardiovascular magnetic resonance imaging study of cardiac volumetry, function, and strain.

Liliana Szabo, Vencel Juhasz, Dorottya Balla, Zsofia Dohy, Csilla Czimbalmos, Ferenc I Suhai, Attila Toth, Kristof Hirschberg, Francesca Graziano, Orsolya Kiss and 6 more

Abstract readComparative Study
In one paragraph

Article in Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance. 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

16 authors.

Liliana SzaboSemmelweis University, Department of Sports Medicine, Budapest, Hungary; Semmelweis University, Heart and Vascular Center, Budapest, Hungary; William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, Charterhouse Square, London, UK.
Vencel JuhaszSemmelweis University, Heart and Vascular Center, Budapest, Hungary; Cardiovascular Imaging Research Center (CIRC), Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States.
Dorottya BallaSemmelweis University, Department of Sports Medicine, Budapest, Hungary; Semmelweis University, Heart and Vascular Center, Budapest, Hungary.
Zsofia DohySemmelweis University, Heart and Vascular Center, Budapest, Hungary.
Csilla CzimbalmosSemmelweis University, Heart and Vascular Center, Budapest, Hungary.
Ferenc I SuhaiSemmelweis University, Heart and Vascular Center, Budapest, Hungary.
Attila TothSemmelweis University, Heart and Vascular Center, Budapest, Hungary.
Kristof HirschbergSemmelweis University, Department of Sports Medicine, Budapest, Hungary; Semmelweis University, Heart and Vascular Center, Budapest, Hungary.
Francesca GrazianoSemmelweis University, Department of Sports Medicine, Budapest, Hungary; Semmelweis University, Heart and Vascular Center, Budapest, Hungary; Department of Cardiac, Thoracic and Vascular Sciences and Public Health, University of Padua, Padua, Italy.
Orsolya KissSemmelweis University, Department of Sports Medicine, Budapest, Hungary; Semmelweis University, Heart and Vascular Center, Budapest, Hungary.
Emese CsulakSemmelweis University, Department of Sports Medicine, Budapest, Hungary; Semmelweis University, Heart and Vascular Center, Budapest, Hungary.
Nora SydoSemmelweis University, Department of Sports Medicine, Budapest, Hungary; Semmelweis University, Heart and Vascular Center, Budapest, Hungary.
Zahra Raisi-EstabraghWilliam Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, Charterhouse Square, London, UK; Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, West Smithfield, London, UK.
Steffen E PetersenWilliam Harvey Research Institute, NIHR Barts Biomedical Research Centre, Queen Mary University of London, Charterhouse Square, London, UK; Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, West Smithfield, London, UK; Health Data Research UK, London, UK.
Bela MerkelySemmelweis University, Department of Sports Medicine, Budapest, Hungary; Semmelweis University, Heart and Vascular Center, Budapest, Hungary.
Hajnalka VagoSemmelweis University, Department of Sports Medicine, Budapest, Hungary; Semmelweis University, Heart and Vascular Center, Budapest, Hungary. Electronic address: vago.hajnalka@semmelweis.hu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPhysiological remodeling of the athlete's heart can resemble certain cardiomyopathies, underscoring the importance of robust reference standards. However, most cardiovascular magnetic resonance (CMR) imaging-based studies focus on a narrow subset of adult athletes, providing limited insight into the broader spectrum of exercise-induced changes. Here, we aimed to characterize volumetric, functional, and strain-based adaptations across varying physical activity levels, age groups, and sexes and to establish reference ranges.

methodsWe enrolled 656 participants (13-35 years) in a cardiovascular screening program at our tertiary center (2009-2020). We excluded individuals with cardiac disease, risk factors, or abnormal screening findings. Participants were categorized as sedentary (≤3 h/week), recreational (4-6 h/week), or highly trained (>6 h/week) athletes. CMR was performed using 1.5T scanners to assess ventricular and atrial volumes, myocardial mass, ejection fractions, and feature-tracking strain. We derived 95% prediction intervals stratified by age, sex, and training volume.

resultsOf the 575 healthy subjects, 390 were highly trained athletes (22 ± 6 years, 64% male, 19 ± 7 training h/week), 102 recreational athletes (23 ± 6 years, 60% male, 4 ± 1 training h/week), and 83 sedentary individuals (26 ± 4 years, 42% male, 1 ± 1 training h/week). Increasing weekly training hours were associated with larger ventricular volumes, higher myocardial mass, lower ejection fractions, and strain. Compared to sedentary individuals, highly trained athletes had significantly larger left and right ventricular volumes (left ventricular end-diastolic volume index estimate [95% confidence interval]: 0.82 [0.52-1.12], p < 0.001), higher myocardial mass (left ventricular mass index 0.59 [0.31-0.86], p < 0.001), and increased left and right atrial volumes, even after adjusting for age, sex, and weekly training hours. We observed a non-uniform dose-response relationship across activity levels, with the most prominent cardiac adaptations occurring in highly trained athletes. Endurance athletes exhibited the most pronounced volumetric changes among the sport types. Finally, we derived stratified prediction intervals to provide CMR reference ranges in young, healthy individuals stratified by age, sex, general activity level, and weekly training hours.

conclusionThis work underscores the influence of age, sex, physical activity level, and type of sports on cardiac adaptation. We provide prediction interval-based CMR reference ranges for volumes, mass, ejection fraction, and strain to improve disease discrimination in athletes.

Indexed as

AthletesAtrial Function, LeftCardiac VolumeCardiomegaly, Exercise-InducedMagnetic Resonance ImagingMagnetic Resonance Imaging, CineSedentary BehaviorStroke VolumeVentricular Function, LeftVentricular Function, RightVentricular RemodelingAdaptation, PhysiologicalAdolescentAdultAge FactorsFemaleAthlete's heartCardiac magnetic resonanceCardiac remodelingFeature trackingSports adaptation

Identifiers

PMID41512997
PMCPMC13199982

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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 Socratic graph.