Mihika Gangolli, Priyanka Nadar, Luca Marinelli, Peter J Basser, Alexandru V Avram
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Quantifying Longitudinal Microstructural Changes in Mild Traumatic Brain Injury Patients with Mean Apparent Propagator MRI.
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.
期刊介绍:
Journal of Neurotrauma is the flagship, peer-reviewed publication for reporting on the latest advances in both the clinical and laboratory investigation of traumatic brain and spinal cord injury. The Journal focuses on the basic pathobiology of injury to the central nervous system, while considering preclinical and clinical trials targeted at improving both the early management and long-term care and recovery of traumatically injured patients. This is the essential journal publishing cutting-edge basic and translational research in traumatically injured human and animal studies, with emphasis on neurodegenerative disease research linked to CNS trauma.