Evidence map›Paper›PMID 42812957›Full record

ArticleOrthopedic reviews2026

Cardiac Adaptations in Endurance Athletes: A Bibliometric Analysis of Exercise‑Induced Physiologic Remodeling.

Elena Lorenzi, Ethan Nichols, Omar Viswanath, Latha Ganti

Abstract read
In one paragraph

Article in Orthopedic reviews, 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.

Ethan NicholsColgate University.
Omar ViswanathCreighton University School of Medicine.ORCID https://orcid.org/0000-0002-6124-7037
Latha GantiThe Warren Alpert Medical School of Brown University.ORCID https://orcid.org/0000-0001-7717-3864

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Endurance exercise induces cardiovascular adaptations known as exercise-induced physiologic remodeling of the athlete's heart, including sinus bradycardia, chamber enlargement, enhanced vagal tone, and atrial and ventricular remodeling. These changes are generally physiologic, but concern remains about their association with arrhythmias and long-term outcomes. This study aimed to characterize the research landscape, identify influential contributors, and explore emerging themes in this field. Methods: A bibliometric analysis was conducted using the Web of Science Core Collection database. Publications were retrieved from inception through June 11, 2026, yielding 754 results. Annual trends, leading countries, institutions, collaboration networks, and keyword co-occurrence were analyzed using VOSviewer and organized using Microsoft Excel. Results: Publication output grew steadily from the 1990s and plateaued from the mid-2010s onward, without a sharp inflection point. The United States (146) and Italy (126) led national output, followed by England (87) and Australia (77); 36 countries met the network threshold. Institutional output was distributed, led by Liverpool John Moores University, Harvard University, and KU Leuven, while citation strength clustered around Belgian and Italian hubs. Exercise, echocardiography, athlete's heart, and endurance emerged as dominant keywords. Top-cited works date largely to 1994-2002, with citations accumulating over decades. Conclusions: This field has grown through incremental refinement of a stable question rather than a single catalyst, with a distributed evidence base. Influential work treats athlete's hearts as benign by default, while emerging themes suggest growing attention toward identifying which athletes deviate toward pathologic remodeling. Cross-hub collaboration is needed to resolve whether an athlete's heart is one phenomenon or several.

Indexed as

athlete’s heartbibliometric analysisbradycardiacardiac remodelingendurance athleteexercise physiology

Identifiers

PMID42812957
PMCPMC13621275

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.