Cargando…

Direct and specific assessment of axonal injury and spinal cord microenvironments using diffusion correlation imaging

We describe a practical two-dimensional (2D) diffusion MRI framework to deliver specificity and improve sensitivity to axonal injury in the spinal cord. This approach provides intravoxel distributions of correlations of water mobilities in orthogonal directions, revealing sub-voxel diffusion compone...

Descripción completa

Detalles Bibliográficos
Autores principales: Benjamini, Dan, Hutchinson, Elizabeth B., Komlosh, Michal E., Comrie, Courtney J., Schwerin, Susan C., Zhang, Guofeng, Pierpaoli, Carlo, Basser, Peter J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7805019/
https://www.ncbi.nlm.nih.gov/pubmed/32726643
http://dx.doi.org/10.1016/j.neuroimage.2020.117195
_version_ 1783636233483714560
author Benjamini, Dan
Hutchinson, Elizabeth B.
Komlosh, Michal E.
Comrie, Courtney J.
Schwerin, Susan C.
Zhang, Guofeng
Pierpaoli, Carlo
Basser, Peter J.
author_facet Benjamini, Dan
Hutchinson, Elizabeth B.
Komlosh, Michal E.
Comrie, Courtney J.
Schwerin, Susan C.
Zhang, Guofeng
Pierpaoli, Carlo
Basser, Peter J.
author_sort Benjamini, Dan
collection PubMed
description We describe a practical two-dimensional (2D) diffusion MRI framework to deliver specificity and improve sensitivity to axonal injury in the spinal cord. This approach provides intravoxel distributions of correlations of water mobilities in orthogonal directions, revealing sub-voxel diffusion components. Here we use it to investigate water diffusivities along axial and radial orientations within spinal cord specimens with confirmed, tract-specific axonal injury. First, we show using transmission electron microscopy and immunohistochemistry that tract-specific axonal beading occurs following Wallerian degeneration in the cortico-spinal tract as direct sequelae to closed head injury. We demonstrate that although some voxel-averaged diffusion tensor imaging (DTI) metrics are sensitive to this axonal injury, they are non-specific, i.e., they do not reveal an underlying biophysical mechanism of injury. Then we employ 2D diffusion correlation imaging (DCI) to improve discrimination of different water microenvironments by measuring and mapping the joint water mobility distributions perpendicular and parallel to the spinal cord axis. We determine six distinct diffusion spectral components that differ according to their microscopic anisotropy and mobility. We show that at the injury site a highly anisotropic diffusion component completely disappears and instead becomes more isotropic. Based on these findings, an injury-specific MR image of the spinal cord was generated, and a radiological-pathological correlation with histological silver staining % area was performed. The resulting strong and significant correlation (r = 0.70, p < 0.0001) indicates the high specificity with which DCI detects injury-induced tissue alterations. We predict that the ability to selectively image microstructural changes following axonal injury in the spinal cord can be useful in clinical and research applications by enabling specific detection and increased sensitivity to injury-induced microstructural alterations. These results also encourage us to translate DCI to higher spatial dimensions to enable assessment of traumatic axonal injury, and possibly other diseases and disorders in the brain.
format Online
Article
Text
id pubmed-7805019
institution National Center for Biotechnology Information
language English
publishDate 2020
record_format MEDLINE/PubMed
spelling pubmed-78050192021-01-13 Direct and specific assessment of axonal injury and spinal cord microenvironments using diffusion correlation imaging Benjamini, Dan Hutchinson, Elizabeth B. Komlosh, Michal E. Comrie, Courtney J. Schwerin, Susan C. Zhang, Guofeng Pierpaoli, Carlo Basser, Peter J. Neuroimage Article We describe a practical two-dimensional (2D) diffusion MRI framework to deliver specificity and improve sensitivity to axonal injury in the spinal cord. This approach provides intravoxel distributions of correlations of water mobilities in orthogonal directions, revealing sub-voxel diffusion components. Here we use it to investigate water diffusivities along axial and radial orientations within spinal cord specimens with confirmed, tract-specific axonal injury. First, we show using transmission electron microscopy and immunohistochemistry that tract-specific axonal beading occurs following Wallerian degeneration in the cortico-spinal tract as direct sequelae to closed head injury. We demonstrate that although some voxel-averaged diffusion tensor imaging (DTI) metrics are sensitive to this axonal injury, they are non-specific, i.e., they do not reveal an underlying biophysical mechanism of injury. Then we employ 2D diffusion correlation imaging (DCI) to improve discrimination of different water microenvironments by measuring and mapping the joint water mobility distributions perpendicular and parallel to the spinal cord axis. We determine six distinct diffusion spectral components that differ according to their microscopic anisotropy and mobility. We show that at the injury site a highly anisotropic diffusion component completely disappears and instead becomes more isotropic. Based on these findings, an injury-specific MR image of the spinal cord was generated, and a radiological-pathological correlation with histological silver staining % area was performed. The resulting strong and significant correlation (r = 0.70, p < 0.0001) indicates the high specificity with which DCI detects injury-induced tissue alterations. We predict that the ability to selectively image microstructural changes following axonal injury in the spinal cord can be useful in clinical and research applications by enabling specific detection and increased sensitivity to injury-induced microstructural alterations. These results also encourage us to translate DCI to higher spatial dimensions to enable assessment of traumatic axonal injury, and possibly other diseases and disorders in the brain. 2020-07-26 2020-11-01 /pmc/articles/PMC7805019/ /pubmed/32726643 http://dx.doi.org/10.1016/j.neuroimage.2020.117195 Text en This is an open access article under the CC BY-NC-ND license. (http://creativecommons.org/licenses/by-nc-nd/4.0/)
spellingShingle Article
Benjamini, Dan
Hutchinson, Elizabeth B.
Komlosh, Michal E.
Comrie, Courtney J.
Schwerin, Susan C.
Zhang, Guofeng
Pierpaoli, Carlo
Basser, Peter J.
Direct and specific assessment of axonal injury and spinal cord microenvironments using diffusion correlation imaging
title Direct and specific assessment of axonal injury and spinal cord microenvironments using diffusion correlation imaging
title_full Direct and specific assessment of axonal injury and spinal cord microenvironments using diffusion correlation imaging
title_fullStr Direct and specific assessment of axonal injury and spinal cord microenvironments using diffusion correlation imaging
title_full_unstemmed Direct and specific assessment of axonal injury and spinal cord microenvironments using diffusion correlation imaging
title_short Direct and specific assessment of axonal injury and spinal cord microenvironments using diffusion correlation imaging
title_sort direct and specific assessment of axonal injury and spinal cord microenvironments using diffusion correlation imaging
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7805019/
https://www.ncbi.nlm.nih.gov/pubmed/32726643
http://dx.doi.org/10.1016/j.neuroimage.2020.117195
work_keys_str_mv AT benjaminidan directandspecificassessmentofaxonalinjuryandspinalcordmicroenvironmentsusingdiffusioncorrelationimaging
AT hutchinsonelizabethb directandspecificassessmentofaxonalinjuryandspinalcordmicroenvironmentsusingdiffusioncorrelationimaging
AT komloshmichale directandspecificassessmentofaxonalinjuryandspinalcordmicroenvironmentsusingdiffusioncorrelationimaging
AT comriecourtneyj directandspecificassessmentofaxonalinjuryandspinalcordmicroenvironmentsusingdiffusioncorrelationimaging
AT schwerinsusanc directandspecificassessmentofaxonalinjuryandspinalcordmicroenvironmentsusingdiffusioncorrelationimaging
AT zhangguofeng directandspecificassessmentofaxonalinjuryandspinalcordmicroenvironmentsusingdiffusioncorrelationimaging
AT pierpaolicarlo directandspecificassessmentofaxonalinjuryandspinalcordmicroenvironmentsusingdiffusioncorrelationimaging
AT basserpeterj directandspecificassessmentofaxonalinjuryandspinalcordmicroenvironmentsusingdiffusioncorrelationimaging