Longitudinal MAP-MRI-based Assessment of Tissue Microstructural Alterations in Acute mTBI
Mihika Gangolli1,2,3,4, Neil J Perkins1, Luca Marinelli5
1Section on Quantitative Imaging and Tissue Sciences, The Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda MD, USA.
Medrxiv : the Preprint Server for Health Sciences
|July 2, 2026
Summary
Mean apparent propagator MRI did not detect microstructural damage from mild traumatic brain injury (mTBI). This suggests current diffusion MRI techniques may not identify subtle changes in acute mTBI cases.
Area of Science:
- Neuroimaging
- Radiology
- Biophysics
Background:
- Mild traumatic brain injury (mTBI) is a common injury often undetectable by conventional imaging.
- Diffusion MRI (dMRI) shows promise for detecting subtle microstructural changes post-mTBI.
Purpose of the Study:
- To evaluate the efficacy of mean apparent propagator MRI (MAP-MRI), a sophisticated dMRI technique, in detecting mTBI-related sequelae.
- To assess if MAP-MRI can reveal microstructural alterations in patients with acute mTBI.
Main Methods:
- Analysis of dMRI data from 417 participants (143 controls, 274 mTBI patients) using the MAP-MRI framework.
- Quantification of microstructural parameters like propagator anisotropy (PA) and Non-Gaussianity (NG) across four visits.
- Correlation of dMRI metrics with clinical assessments including post-concussive symptoms (RPQ-3, RPQ-13) and postural stability (BESS).
Main Results:
- MAP-MRI parameters showed minimal variation and no significant longitudinal differences between mTBI patients and controls.
- mTBI patients exhibited increased symptom scores (RPQ-3, RPQ-13) but not postural instability (BESS) acutely.
- Significant correlations were found between MAP-MRI metrics in specific brain regions and BESS scores.
Conclusions:
- A novel quantitative image processing pipeline for longitudinal dMRI data was developed and validated.
- The study indicates that acute mTBI (GCS≥13) may not cause microstructural damage detectable by current dMRI methods.
- Further advancements in diffusion sensitization and analysis techniques may be necessary for detecting subtle mTBI alterations.


