Investigating skeletal muscle micro-trauma with time-dependent diffusion and the random permeable barrier model

Repeated muscle micro-trauma may cause severe muscle damage. Diffusion tensor imaging (DTI) exhibits sensitivity to microstructural changes in skeletal muscle. We hypothesize that longer diffusion times enhance sensitivity to micro-trauma and that membrane permeability increases with micro-trauma. We obtained DTI scans of the thighs in ten male runners 1 week before (TP-0), 24-48 h after (TP-1), and 2 weeks after (TP-2) they completed a marathon. Diffusion times were 28.1, 116.7, and 316.7 ms. The random permeable barrier model (RPBM) was fitted to the radial diffusivities to obtain estimates for fiber diameter and membrane permeability. Hamstring and quadriceps muscles were manually segmented. A linear mixed model assessed variations across time points and diffusion times within the DTI and RPBM parameters and assessed sensitivity to micro-trauma by comparing %-changes in DTI parameters at TP-1 and TP-2 to TP-0. All DTI parameters except FA significantly changed between TP-0 and TP-1, and between TP-1 and TP-2. The %-change did not differ between diffusion times. The permeability increased at TP-1 and TP-2 compared to TP-0. In conclusion, longer diffusion times did not improve sensitivity to micro-trauma. The increased permeability post-marathon underscores the potential of RPBM-derived parameters as a biomarker for micro-trauma and muscle injuries.

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Publication Details

Journal
Scientific Reports
Published
2024-12-30
DOI
https://doi.org/10.1038/s41598-024-83644-5
Citations
2
Primary Topic
Sports injuries and prevention
Type
article
Field-Weighted Citation Impact
0.96

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article

Investigating skeletal muscle micro-trauma with time-dependent diffusion and the random permeable barrier model

Oliver J. Gurney‐Champion, Donnie Cameron, Hermien E. Kan, Frank F. Smithuis et al.
2 citations
Scientific Reports
Sports injuries and prevention
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article

Investigating skeletal muscle micro-trauma with time-dependent diffusion and the random permeable barrier model

Oliver J. Gurney‐Champion, Donnie Cameron, Hermien E. Kan, Frank F. Smithuis, Melissa T. Hooijmans, Mario Maas, Martijn Froeling, Gustav J. Strijkers, Aart J. Nederveen, Susanne Rauh
article en
2 citations

Abstract

Repeated muscle micro-trauma may cause severe muscle damage. Diffusion tensor imaging (DTI) exhibits sensitivity to microstructural changes in skeletal muscle. We hypothesize that longer diffusion times enhance sensitivity to micro-trauma and that membrane permeability increases with micro-trauma. We obtained DTI scans of the thighs in ten male runners 1 week before (TP-0), 24-48 h after (TP-1), and 2 weeks after (TP-2) they completed a marathon. Diffusion times were 28.1, 116.7, and 316.7 ms. The random permeable barrier model (RPBM) was fitted to the radial diffusivities to obtain estimates for fiber diameter and membrane permeability. Hamstring and quadriceps muscles were manually segmented. A linear mixed model assessed variations across time points and diffusion times within the DTI and RPBM parameters and assessed sensitivity to micro-trauma by comparing %-changes in DTI parameters at TP-1 and TP-2 to TP-0. All DTI parameters except FA significantly changed between TP-0 and TP-1, and between TP-1 and TP-2. The %-change did not differ between diffusion times. The permeability increased at TP-1 and TP-2 compared to TP-0. In conclusion, longer diffusion times did not improve sensitivity to micro-trauma. The increased permeability post-marathon underscores the potential of RPBM-derived parameters as a biomarker for micro-trauma and muscle injuries.

Scientific ReportsVol. 14(1)
Radboud University Nijmegen (NL), Utrecht University (NL), Leiden University Medical Center (NL), Radboud University Medical Center (NL), University Medical Center Utrecht (NL), Amsterdam University Medical Centers (NL), Health & Safety in Sports (NL)
ZonMw, Stichting voor de Technische Wetenschappen
Openalex Percentile: Top 24%
Sports injuries and prevention
0.96
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