ArticleBrain structure & function2022
Early musical training shapes cortico-cerebellar structural covariation.
Article in Brain structure & function, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 22 citations in OpenAlex.
- Altered Effective Connectivity of the Numerical Brain in Children With Developmental Dyscalculia.Journal of neuroscience research · 2025Article
- Sensitivity to Instruction Strategies in Motor Learning Is Predicted by Anterior-Posterior TMS Motor Thresholds.Brain sciences · 2025Article
- Patterns of Cerebellar-Cortical Structural Covariance Mirror Anatomical Connectivity of Sensorimotor and Cognitive Networks.Human brain mapping · 2025Article
- Article
- Frontal and cerebellar contributions to pitch and rhythm processing: a TMS study.Brain structure & function · 2024Article
- Individual differences in rhythm perception modulate music-related motor learning: a neurobehavioral training study with children.Scientific reports · 2023Article
- Using cortico-cerebellar structural patterns to classify early- and late-trained musicians.Human brain mapping · 2023Article
- Long-term musical training induces white matter plasticity in emotion and language networks.Human brain mapping · 2023Article
- Beat alignment ability is associated with formal musical training not current music playing.Frontiers in psychology · 2023Article
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Authors and funding
5 authors at 4 institutions in 3 countries.
Funding
Abstract
Adult abilities in complex cognitive domains such as music appear to depend critically on the age at which training or experience begins, and relevant experience has greater long-term effects during periods of peak maturational change. Previous work has shown that early trained musicians (ET; < age 7) out-perform later-trained musicians (LT; > age 7) on tests of musical skill, and also have larger volumes of the ventral premotor cortex (vPMC) and smaller volumes of the cerebellum. These cortico-cerebellar networks mature and function in relation to one another, suggesting that early training may promote coordinated developmental plasticity. To test this hypothesis, we examined structural covariation between cerebellar volume and cortical thickness (CT) in sensorimotor regions in ET and LT musicians and non-musicians (NMs). Results show that ETs have smaller volumes in cerebellar lobules connected to sensorimotor cortices, while both musician groups had greater cortical thickness in right pre-supplementary motor area (SMA) and right PMC compared to NMs. Importantly, early musical training had a specific effect on structural covariance between the cerebellum and cortex: NMs showed negative correlations between left lobule VI and right pre-SMA and PMC, but this relationship was reduced in ET musicians. ETs instead showed a significant negative correlation between vermal IV and right pre-SMA and dPMC. Together, these results suggest that early musical training has differential impacts on the maturation of cortico-cerebellar networks important for optimizing sensorimotor performance. This conclusion is consistent with the hypothesis that connected brain regions interact during development to reciprocally influence brain and behavioral maturation.
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