Back

Longitudinal Changes In White Mattermicrostructural Status Following Quantifiedhead-Ball Impacts In Soccer: A Preliminary,Prospective Study.

McCloskey, H.; McNabb, C.; Laguna, P. L.; Keenan, B.; Evans, J.; Jones, D.; Palombo, M.; Barnes-Wood, M.; Adams, R.; Connelly, S.; Theobald, P.

2025-02-20 bioengineering
10.1101/2025.02.14.637974 bioRxiv
Show abstract

Repetitive, sub-concussive head impacts have been associated with increased chronic traumatic encephalopathy (CTE) incidence. CTE diagnosis traditionally relies on post-mortem examination, which limits precise correlation between cause- and-effect. This prospective study embraced innovative diffusion magnetic resonance imaging, which enables in vivo quantification of acute, sub-acute and chronic changes in brain tissue microstructure. This approach was used to evaluate changes in white matter microstructural status at intervals up to 180 days following a specified soccer heading protocol. This study was approved by the university ethics panel. Twelve males (21 - 23 years) were recruited to the study and gave signed, informed consent. Six Intervention participants were university-level soccer players, with 6 Control participants drawn from university-level non-contact sports. Multi-shell diffusion-weighted MRI data were acquired on a 3T Siemens Connectom (300mT/m) scanner using the HARDI protocols. Baseline measures of fractional anisotropy, mean diffusivity and mean kurtosis were acquired at day 0. The Intervention cohort then performed 10 soccer headers in a laboratory, with acceleration-time data captured using an instrumented mouthguard and post-processed to report common metrics. The Intervention group was then re-scanned at day 1 (n = 6), day 90 (n = 5) and day 180 (n = 4). The Control group was re-scanned at day 1 (n = 6) and day 180 (n = 3). Many brain tracts were identified as having significant (p < 0.05) changes in white matter microstructural changes at day 90, which correlated strongly with the magnitude of head impact. A smaller number of tracts had changes at day 1 and day 180. These results indicate that, within this pilot population, the magnitude of repeated soccer headers appears to correlate with the magnitude of white matter microstructural change. Additional investigation is required to determine whether the effect of such an intervention influences long-term brain health risk.

Matching journals

The top 7 journals account for 50% of the predicted probability mass.

1
Scientific Reports
3102 papers in training set
Top 5%
10.5%
2
Brain Communications
147 papers in training set
Top 0.1%
10.2%
3
Frontiers in Neurology
91 papers in training set
Top 0.7%
8.5%
4
Journal of Neuroscience Research
25 papers in training set
Top 0.1%
6.9%
5
Journal of Neurotrauma
27 papers in training set
Top 0.1%
4.9%
6
Brain and Behavior
37 papers in training set
Top 0.1%
4.9%
7
Human Brain Mapping
295 papers in training set
Top 1%
4.4%
50% of probability mass above
8
PLOS ONE
4510 papers in training set
Top 34%
4.4%
9
NeuroImage
813 papers in training set
Top 2%
4.0%
10
Frontiers in Neuroscience
223 papers in training set
Top 1%
4.0%
11
Journal of Magnetic Resonance Imaging
14 papers in training set
Top 0.2%
3.1%
12
Frontiers in Bioengineering and Biotechnology
88 papers in training set
Top 0.8%
2.6%
13
Imaging Neuroscience
242 papers in training set
Top 2%
1.8%
14
Annals of Clinical and Translational Neurology
29 papers in training set
Top 0.5%
1.8%
15
Frontiers in Aging Neuroscience
67 papers in training set
Top 2%
1.7%
16
PeerJ
261 papers in training set
Top 10%
1.2%
17
Magnetic Resonance in Medicine
72 papers in training set
Top 0.4%
1.2%
18
Communications Biology
886 papers in training set
Top 14%
1.2%
19
Journal of Biomechanical Engineering
17 papers in training set
Top 0.3%
1.1%
20
Ultrasound in Medicine & Biology
10 papers in training set
Top 0.4%
0.9%
21
Progress in Neurobiology
41 papers in training set
Top 2%
0.8%
22
The Journal of Neuroscience
928 papers in training set
Top 8%
0.8%
23
Journal of Biomechanics
57 papers in training set
Top 0.7%
0.8%
24
eLife
5422 papers in training set
Top 57%
0.8%
25
Nature Communications
4913 papers in training set
Top 62%
0.8%
26
Brain Connectivity
22 papers in training set
Top 0.2%
0.7%
27
Medicine & Science in Sports & Exercise
15 papers in training set
Top 0.5%
0.7%
28
Scientific Data
174 papers in training set
Top 3%
0.7%
29
European Radiology
14 papers in training set
Top 0.8%
0.7%
30
Journal of Applied Physiology
29 papers in training set
Top 0.7%
0.5%