Evidence map›Paper›PMID 42483536›Full record

ArticleFrontiers in human neuroscience2026

Alterations in brain structure-function coupling associated with musical training.

Wenjie Li, Jing Luo, Xue Zhong, Daoqun Ding

Abstract read
In one paragraph

Article in Frontiers in human neuroscience, 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.

Wenjie LiSchool of Educational Science, Cognition and Human Behavior Key Laboratory of Hunan Province, Institute of Interdisciplinary Studies, Hunan Normal University, Changsha, China.
Jing LuoShaoyang Industry Polytechnic College, Shaoyang, China.
Xue ZhongSchool of Educational Science, Cognition and Human Behavior Key Laboratory of Hunan Province, Institute of Interdisciplinary Studies, Hunan Normal University, Changsha, China.
Daoqun DingSchool of Educational Science, Cognition and Human Behavior Key Laboratory of Hunan Province, Institute of Interdisciplinary Studies, Hunan Normal University, Changsha, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Musical activity requires the coordinated integration of auditory, motor, and cognitive systems, making it an effective framework for studying brain plasticity. Previous studies have explored music training-related alterations in brain structure and function. However, the relationship between structure and function remains insufficiently understood. In this study, we applied a novel morphometric measure, morphometric inverse divergence, to assess the structural decoupling index (SDI) and evaluate differences in structure-function coupling between musicians and non-musicians. Methods: A total of 39 participants (22 musicians, 17 non-musicians) were enrolled. Group differences in SDI were examined to assess regional structure-function dependency. Within the musician group, correlation analyses were conducted between SDI and musical training experience and age of onset of training. Results: Compared to non-musicians, musicians exhibited significantly lower SDI in the left superior frontal gyrus, right inferior frontal gyrus, right superior temporal gyrus, right parahippocampal gyrus and left posterior superior temporal sulcus (pSTS). Notably, the SDI in left pSTS showed a significant negative correlation with cumulative musical training experience and a positive correlation with age of onset of training. Conclusion: These findings demonstrate that long-term music training is associated with enhanced structure-function coupling in fronto-temporal networks, particularly in regions supporting auditory-motor integration and memory. Furthermore, the left pSTS appears specifically sensitive to training intensity and timing.

Indexed as

brain connectivityMRImusic trainingneuroplasticitystructural decoupling index

Identifiers

PMID42483536
PMCPMC13385481

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.