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Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
Published on: July 28, 2013
Diffusion Tensor Imaging Reveals Elevated Diffusivity of White Matter Microstructure that Is Independently Associated
Eva M Palacios1, Esther L Yuh1,2, Christine L Mac Donald3
1Department of Radiology and Biomedical Imaging, UCSF, San Francisco, California, USA.
Abstract:
Diffusion tensor imaging (DTI) literature on single-center studies contains conflicting results regarding acute effects of mild traumatic brain injury (mTBI) on white matter (WM) microstructure and the prognostic significance. This larger-scale multi-center DTI study aimed to determine how acute mTBI affects WM microstructure over time and how early WM changes affect long-term outcome. From Transforming Research and Clinical Knowledge in Traumatic Brain Injury (TRACK-TBI), a cohort study at 11 United States level 1 trauma centers, a total of 391 patients with acute mTBI ages 17 to 60 years were included and studied at two weeks and six months post-injury. Demographically matched friends or family of the participants were the control group (n = 148). Axial diffusivity (AD), fractional anisotropy (FA), mean diffusivity (MD), and radial diffusivity (RD) were the measures of WM microstructure. The primary outcome was the Glasgow Outcome Scale Extended (GOSE) score of injury-related functional limitations across broad life domains at six months post-injury. The AD, MD, and RD were higher and FA was lower in mTBI versus friend control (FC) at both two weeks and six months post-injury throughout most major WM tracts of the cerebral hemispheres. In the mTBI group, AD and, to a lesser extent, MD decreased in WM from two weeks to six months post-injury. At two weeks post-injury, global WM AD and MD were both independently associated with six-month incomplete recovery (GOSE <8 vs = 8) even after accounting for demographic, clinical, and other imaging factors. DTI provides reliable imaging biomarkers of dynamic WM microstructural changes after mTBI that have utility for patient selection and treatment response in clinical trials. Continued technological advances in the sensitivity, specificity, and precision of diffusion magnetic resonance imaging hold promise for routine clinical application in mTBI.
Insights
Diffusion tensor imaging (DTI) reveals white matter (WM) changes after mild traumatic brain injury (mTBI). Early WM alterations predict long-term functional recovery in mTBI patients.
Area of Science:
- Neuroimaging
- Traumatic Brain Injury Research
- White Matter Microstructure Analysis
Background:
- Conflicting results exist regarding acute mild traumatic brain injury (mTBI) effects on white matter (WM) microstructure.
- The prognostic significance of these early changes remains unclear from single-center studies.
Purpose of the Study:
- To investigate acute effects of mTBI on WM microstructure over time using multi-center diffusion tensor imaging (DTI).
- To determine the association between early WM changes and long-term functional outcomes after mTBI.
Main Methods:
- A multi-center cohort study (TRACK-TBI) included 391 mTBI patients and 148 controls.
- DTI metrics (AD, FA, MD, RD) were assessed at two weeks and six months post-injury.
- Functional outcome was measured by the Glasgow Outcome Scale Extended (GOSE) at six months.
Main Results:
- mTBI patients showed higher AD, MD, RD and lower FA compared to controls at both time points.
- WM AD and MD decreased from two weeks to six months post-injury in the mTBI group.
- Early elevated global WM AD and MD at two weeks independently predicted incomplete functional recovery at six months.
Conclusions:
- DTI identifies dynamic WM microstructural changes following mTBI.
- DTI biomarkers have potential for patient selection and assessing treatment response in clinical trials.
- Diffusion MRI advancements promise routine clinical use in mTBI management.
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