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DOI 10.1177/08977151251377449

Медицинская библиотека · Journal of neurotrauma · 2025

Quantifying Longitudinal Microstructural Changes in Mild Traumatic Brain Injury Patients with Mean Apparent Propagator MRI.

Gangolli Mihika, Nadar Priyanka, Marinelli Luca, Basser Peter J, Avram Alexandru V

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Аннотация

Mean apparent propagator MRI (MAP-MRI) quantifies subtle alterations in tissue microstructure noninvasively and provides a more nuanced and comprehensive assessment of tissue architectural and structural integrity compared with other diffusion MRI techniques. We investigate the sensitivity of MAP-MRI-derived quantitative imaging biomarkers to detect previously unseen microstructural damage in patients with mild traumatic brain injuries (mTBI), whose clinical scans otherwise appeared normal. We developed and validated an MAP-MRI data processing pipeline for analyzing diffusion-weighted images for use in healthy controls and mTBI patients whose longitudinal scans were obtained from the GE/NFL/mTBI MRI database. A regional outlier analysis of longitudinal tissue changes in a pilot cohort during a 90-day period of observation showed that several MAP-MRI-derived parameters had increased intersession variability in white matter tracts and deep gray matter nuclei of mTBI patients relative to healthy controls. In summary, longitudinal monitoring of changes in MAP-MRI metrics may provide a comprehensive means to study pathological mTBI alterations that evolve at different timescales, while current image-based biomarkers lack the sensitivity and specificity and are unable to predict patient outcome.

Для цитирования: Gangolli Mihika, Nadar Priyanka, Marinelli Luca, Basser Peter J, Avram Alexandru V. Quantifying Longitudinal Microstructural Changes in Mild Traumatic Brain Injury Patients with Mean Apparent Propagator MRI.. Journal of neurotrauma. 2025. DOI: 10.1177/08977151251377449.

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