Literature DB >> 28152648

Changes in Apparent Fiber Density and Track-Weighted Imaging Metrics in White Matter following Experimental Traumatic Brain Injury.

David K Wright1,2, Leigh A Johnston2,3, Jeff Kershaw4, Roger Ordidge1, Terence J O'Brien5, Sandy R Shultz5.   

Abstract

Traumatic brain injury (TBI) has been assessed with diffusion tensor imaging (DTI), a commonly used magnetic resonance imaging (MRI) marker for white matter integrity. However, given that the DTI model only fits a single fiber orientation, results can become confounded in regions of "crossing" white matter fibers. In contrast, constrained spherical deconvolution estimates a fiber orientation distribution directly from high angular resolution diffusion-weighted images. Consequently, constrained spherical deconvolution-based measures, such as apparent fiber density (AFD) and track-weighted imaging (TWI) metrics (including tract density imaging, average pathlength mapping, and mean curvature), may be more sensitive than DTI metrics to white matter injury post-TBI. As such, this study administered the lateral fluid percussion injury (FPI) model of TBI, assessed for changes in AFD and TWI metrics, and compared these results to the DTI metrics, fractional anisotropy (FA), mean diffusivity (MD), radial diffusivity (RD), and axial diffusivity (AD). Rats received either an FPI (n = 11) or sham injury (n = 9) and after a recovery period of 12 weeks underwent MRI. AFD was calculated as described previously and statistical testing was performed using connectivity-based fixel enhancement. TWI and DTI metrics were assessed using voxel-wise nonparametric permutation testing. We found that rats given an FPI had significantly reduced AFD, tract density, average pathlength, and mean curvature when compared to sham-injured rats and significant changes in DTI metrics, including reduced FA and increased MD, RD, and AD. However, the latter DTI metrics identified fewer voxels affected by TBI. Additionally, analysis of AFD with connectivity-based fixel enhancement was the only method that identified damage within the corticospinal tract of rats given an FPI. These results support the use of constrained spherical deconvolution, in conjunction with DTI metrics, to better assess disease progression and treatment post-TBI.

Entities:  

Keywords:  DTI; MRI; axonal injury; biomarkers

Mesh:

Year:  2017        PMID: 28152648     DOI: 10.1089/neu.2016.4730

Source DB:  PubMed          Journal:  J Neurotrauma        ISSN: 0897-7151            Impact factor:   5.269


  20 in total

Review 1.  Discriminating VCID subgroups: A diffusion MRI multi-model fusion approach.

Authors:  Rajikha Raja; Arvind Caprihan; Gary A Rosenberg; Srinivas Rachakonda; Vince D Calhoun
Journal:  J Neurosci Methods       Date:  2020-01-28       Impact factor: 2.390

2.  Craniectomy Effects on Resting State Functional Connectivity and Cognitive Performance in Immature Rats.

Authors:  Saman Sargolzaei; Yan Cai; Melissa J Walker; David A Hovda; Neil G Harris; Christopher C Giza
Journal:  Annu Int Conf IEEE Eng Med Biol Soc       Date:  2018-07

Review 3.  Imaging biomarkers of epileptogenecity after traumatic brain injury - Preclinical frontiers.

Authors:  Riikka Immonen; Neil G Harris; David Wright; Leigh Johnston; Eppu Manninen; Gregory Smith; Afshin Paydar; Craig Branch; Olli Grohn
Journal:  Neurobiol Dis       Date:  2018-10-12       Impact factor: 5.996

Review 4.  Tractography methods and findings in brain tumors and traumatic brain injury.

Authors:  Fang-Cheng Yeh; Andrei Irimia; Dhiego Chaves de Almeida Bastos; Alexandra J Golby
Journal:  Neuroimage       Date:  2021-10-18       Impact factor: 6.556

5.  Harmonization of pipeline for preclinical multicenter MRI biomarker discovery in a rat model of post-traumatic epileptogenesis.

Authors:  Riikka Immonen; Gregory Smith; Rhys D Brady; David Wright; Leigh Johnston; Neil G Harris; Eppu Manninen; Raimo Salo; Craig Branch; Dominique Duncan; Ryan Cabeen; Xavier Ekolle Ndode-Ekane; Cesar Santana Gomez; Pablo M Casillas-Espinosa; Idrish Ali; Sandy R Shultz; Pedro Andrade; Noora Puhakka; Richard J Staba; Terence J O'Brien; Arthur W Toga; Asla Pitkänen; Olli Gröhn
Journal:  Epilepsy Res       Date:  2019-01-07       Impact factor: 3.045

6.  Mitigating gyral bias in cortical tractography via asymmetric fiber orientation distributions.

Authors:  Ye Wu; Yoonmi Hong; Yuanjing Feng; Dinggang Shen; Pew-Thian Yap
Journal:  Med Image Anal       Date:  2019-09-13       Impact factor: 8.545

Review 7.  Diffusion MR imaging acquisition and analytics for microstructural delineation in pre-clinical models of TBI.

Authors:  N G Harris; A Paydar; G S Smith; S Lepore
Journal:  J Neurosci Res       Date:  2019-05-01       Impact factor: 4.164

8.  White matter changes following experimental pediatric traumatic brain injury: an advanced diffusion-weighted imaging investigation.

Authors:  Akram Zamani; Terence J O'Brien; Jeff Kershaw; Leigh A Johnston; Bridgette D Semple; David K Wright
Journal:  Brain Imaging Behav       Date:  2021-01-07       Impact factor: 3.978

9.  Early and progressive dysfunction revealed by in vivo neurite imaging in the rNLS8 TDP-43 mouse model of ALS.

Authors:  Akram Zamani; Adam K Walker; Ben Rollo; Katie L Ayers; Raysha Farah; Terence J O'Brien; David K Wright
Journal:  Neuroimage Clin       Date:  2022-04-22       Impact factor: 4.891

10.  Sex matters: repetitive mild traumatic brain injury in adolescent rats.

Authors:  David K Wright; Terence J O'Brien; Sandy R Shultz; Richelle Mychasiuk
Journal:  Ann Clin Transl Neurol       Date:  2017-07-26       Impact factor: 4.511

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