Related Experiment Video
Updated: May 27, 2026

In Vivo Protocol of Controlled Subconcussive Head Impacts for the Validation of Field Study Data
Published on: April 18, 2019
Brain MRI findings associated with soccer heading: a systematic review and meta-analysis
1Faculty of Medicine, Lazarski Medical University of Warsaw, Warsaw, Poland. ttykocki@gmail.com.
Objectives:
Repetitive head impacts from soccer heading may cause subclinical brain alterations, but the magnitude and consistency of neuroimaging abnormalities remain uncertain.
Methods:
A systematic review and meta-analysis of brain MRI studies in soccer players was performed. Diffusion MRI was the primary outcome; magnetic resonance spectroscopy (MRS) and structural MRI morphometry were secondary outcomes.
Results:
Thirteen independent studies were included. Five diffusion MRI studies (n≈300 players) were synthesised using Fisher's z. Soccer heading exposure was associated with significant white-matter microstructural alteration (pooled Fisher's z - 0.73, 95% CI - 1.02 to - 0.44), corresponding to an equivalent correlation of r≈ - 0.62 and a standard mean difference of approximately - 1.5. Between-study heterogeneity was moderate (I2≈68%). Individual studies reported increased radial or axial diffusivity (Hedges g up to + 3.00) or reduced fractional anisotropy (z range - 0.27 to - 1.40). Four morphometry studies showed small, non-significant differences in cortical thickness or volume (pooled Hedges g - 0.10, 95% CI - 0.22 to 0.10). Four MRS studies demonstrated predominantly increased choline- and myo-inositol-related metabolites (Hedges g ≈0·3-0·8), with minimal or inconsistent N-acetylaspartate change.
Conclusions:
Soccer heading is associated with moderate-to-large effect sizes in diffusion MRI metrics of white-matter microstructure, whereas metabolic and structural MRI findings are smaller, less consistent, and of uncertain clinical significance.
Advances In Knowledge:
This meta-analysis provides the first quantitative evidence that soccer heading is associated with a robust, moderate-to-large diffusion MRI signal of white-matter microstructural alteration. It further shows that diffusion MRI is more sensitive than spectroscopy or structural morphometry for detecting subclinical brain effects of repetitive head impacts.
Insights
Soccer heading is linked to significant white-matter changes in the brain, as shown by diffusion MRI. Other MRI methods reveal smaller, less consistent effects, suggesting diffusion MRI is more sensitive to these impacts.
Area of Science:
- Neuroimaging
- Sports Medicine
- Neurology
Background:
- Repetitive head impacts in soccer may lead to subclinical brain alterations.
- The extent and consistency of these neuroimaging abnormalities are not well understood.
Purpose of the Study:
- To systematically review and meta-analyze brain MRI studies in soccer players.
- To assess the impact of soccer heading on white-matter microstructure, brain metabolism, and structure.
Main Methods:
- Systematic review and meta-analysis of 13 independent studies.
- Primary outcome: Diffusion MRI (dMRI).
- Secondary outcomes: Magnetic Resonance Spectroscopy (MRS) and structural MRI morphometry.
Main Results:
- dMRI studies (n≈300) showed significant white-matter microstructural alteration associated with soccer heading (pooled Fisher's z = -0.73).
- Individual studies reported varied diffusivity and fractional anisotropy changes.
- Structural MRI and MRS studies indicated smaller, less consistent metabolic and volumetric changes.
Conclusions:
- Soccer heading is associated with moderate-to-large effect sizes in dMRI white-matter metrics.
- dMRI is more sensitive than MRS or structural morphometry for detecting subclinical brain effects from repetitive head impacts.
More Related Videos
07:02An Investigation of the Effects of Sports-related Concussion in Youth Using Functional Magnetic Resonance Imaging and the Head Impact Telemetry System
Published on: January 12, 2011
09:49Assessing Changes in Synaptic Plasticity Using an Awake Closed-Head Injury Model of Mild Traumatic Brain Injury
Published on: January 20, 2023