Evidence map›Paper›PMID 41801987›Full record

ArticlePloS one2026

Long-term intensive golf training induces reconfiguration of brain structural covariance networks.

Zonghan Lei, Yaoqi Hou, Xiangqin Song

Abstract readComparative Study
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
–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

3 authors.

Zonghan LeiBusiness School, University of New South Wales, UNSW Sydney High St Kensington, Sydney, New South Wales, Australia.
Yaoqi HouCollege of P.E. and Sports, Beijing Normal University, Beijing, China.
Xiangqin SongCollege of P.E. and Sports, Beijing Normal University, Beijing, China.ORCID https://orcid.org/0009-0009-1397-1037

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Long-term motor training is thought to reshape brain organization, yet how golf expertise influences large-scale brain networks remains unclear. Using T1-weighted MRI and an individualized structural covariance network (SCN) approach, we compared 20 expert golfers, 20 novice golfers, and 20 non-golfer controls. Experts showed higher global clustering coefficient and local efficiency than novices, indicating enhanced modular processing. At the nodal level, experts exhibited increased clustering in regions supporting visual-sensorimotor integration (e.g., right supramarginal gyrus, Heschl's gyrus, and left middle temporal pole), alongside reduced global efficiency in the left calcarine cortex and altered path length in the right cerebellum. Importantly, the clustering coefficient mediated the association between training duration and stroke accuracy. These cross-sectional findings suggest that extensive golf training is linked to a brain network reconfiguration that favors local specialization over global integration-potentially supporting the refined sensorimotor control required in elite performance. This study advances understanding of experience-dependent neuroplasticity by integrating individualized network analysis with behavioral outcomes in motor expertise.

Indexed as

Athletic PerformanceGolfNerve NetAdultBrain MappingCerebellumCross-Sectional StudiesFemaleHumansMagnetic Resonance ImagingMaleMotor SkillsNeuronal PlasticityPrimary Visual CortexSensorimotor CortexVisual Cortex

Identifiers

PMID41801987
PMCPMC12970903

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.